博客 on 格物堂

基于历史量价数据的未来涨幅预测

Thu, 23 Jul 2026 00:00:00 +0000

引言

在金融市场中，准确预测股票未来涨幅对投资者至关重要。本文以双汇发展（000895.sz）为研究对象，收集并深度剖析其历史累积涨幅及历史成交量数据，探寻二者与未来涨幅之间潜在的规律与关系。通过相关性分析揭示各变量的内在联系，并以相关系数热图直观呈现。在此基础上，借助线性回归和随机森林模型预测未来涨幅，并通过实际值与预测值对比图评估预测效果，最终为投资决策提供科学的数据依据。

一、研究思路

本文基于线性回归模型和随机森林模型，以历史阶段性涨幅和成交量为自变量去预测未来数日阶段性涨幅。具体而言，以过去 1 日、3 日、5 日、10 日、20 日累计涨幅和累计成交量作为自变量，去预测未来 5 日、10 日、20 日的涨幅。

二、数据收集与处理

2.1 数据获取

本文选取双汇发展股票（代码 000895.sz）作为研究样本，利用 quantmod 包的 getSymbols 函数获取其历史行情数据。

library(quantmod)
library(zoo)
library(TTR)
library(randomForest)
library(ggplot2)
library(tidyr)
library(patchwork)

# 从本地缓存读取股票数据（双汇发展 000895.sz）
SHX <- readRDS("SHX.rds")

# 提取日期信息
dates <- index(SHX)

2.2 收益率与成交量计算

运用 TTR 包中的 dailyReturn 函数计算每日收益率，并通过 rollapply 函数分别计算三日、五日、十日及二十日的阶段收益率与成交量。这些不同周期的指标有助于从多个时间维度捕捉股票价格和成交量的变化特征。

# 使用 TTR 包中的 dailyReturn 函数计算每日收益率
daily_return <- dailyReturn(Cl(SHX), type = "log") * 100

# 定义辅助函数计算阶段收益率和成交量
calc_roll <- function(x, width, FUN) {
 rollapply(x, width = width, FUN = FUN, by = 1)
}

# 计算各周期阶段收益率
three_day_return <- calc_roll(daily_return, 3, sum)
five_day_return <- calc_roll(daily_return, 5, sum)
ten_day_return <- calc_roll(daily_return, 10, sum)
twenty_day_return <- calc_roll(daily_return, 20, sum)

# 计算各周期阶段成交量
three_day_volume <- calc_roll(Vo(SHX), 3, sum)
five_day_volume <- calc_roll(Vo(SHX), 5, sum)
ten_day_volume <- calc_roll(Vo(SHX), 10, sum)
twenty_day_volume <- calc_roll(Vo(SHX), 20, sum)

2.3 数据整合与清理

将日期、各阶段收益率及成交量数据整理至数据框 data 中。在计算未来不同周期涨幅时，通过反转每日收益率序列，运用 rollapply 函数计算滚动和，再反转回来并处理缺失值。

# 整理数据到数据框
data <- data.frame(
 date = dates,
 three_day_return = three_day_return,
 five_day_return = five_day_return,
 ten_day_return = ten_day_return,
 twenty_day_return = twenty_day_return,
 three_day_volume = three_day_volume,
 five_day_volume = five_day_volume,
 ten_day_volume = ten_day_volume,
 twenty_day_volume = twenty_day_volume
)

# 定义未来涨幅计算函数
calc_future_return <- function(daily_ret, width) {
 reversed <- rev(daily_ret)
 fut_ret <- rollapply(reversed, width = width, FUN = sum, by = 1)
 fut_ret <- rev(fut_ret)
 fut_ret <- fut_ret[-(1:(width - 1))]
 
 filled <- rep(NA, nrow(data))
 len <- length(fut_ret)
 filled[(width - 1 + 1):(width - 1 + len)] <- fut_ret
 return(filled)
}

# 计算未来 5 日、10 日、20 日涨幅
data$future_five_day_return <- calc_future_return(daily_return, 5)
data$future_ten_day_return <- calc_future_return(daily_return, 10)
data$future_twenty_day_return <- calc_future_return(daily_return, 20)

# 过滤缺失值
data <- data[rowSums(is.na(data)) != ncol(data), ]
data <- na.omit(data)

处理后的数据结构如下：

str(data)

## 'data.frame':	4713 obs. of 12 variables:
## $ date : Date, format: "2007-01-31" "2007-02-01" ...
## $ daily.returns : num 0 0 0 0 0 0 0 0 0 0 ...
## $ daily.returns.1 : num 0 0 0 0 0 0 0 0 0 0 ...
## $ daily.returns.2 : num 0 0 0 0 0 0 0 0 0 0 ...
## $ daily.returns.3 : num 0 0 0 0 0 0 0 0 0 0 ...
## $ X000895.SZ.Volume : num 0 0 0 0 0 0 0 0 0 0 ...
## $ X000895.SZ.Volume.1 : num 0 0 0 0 0 0 0 0 0 0 ...
## $ X000895.SZ.Volume.2 : num 0 0 0 0 0 0 0 0 0 0 ...
## $ X000895.SZ.Volume.3 : num 0 0 0 0 0 0 0 0 0 0 ...
## $ future_five_day_return : num 0 0 0 0 0 0 0 0 0 0 ...
## $ future_ten_day_return : num 0 0 0 0 0 0 0 0 0 0 ...
## $ future_twenty_day_return: num 0 0 0 0 0 0 0 0 0 0 ...
## - attr(*, "na.action")= 'omit' Named int [1:38] 1 2 3 4 5 6 7 8 9 10 ...
## ..- attr(*, "names")= chr [1:38] "2007-01-04" "2007-01-05" "2007-01-08" "2007-01-09" ...

head(data)

## date daily.returns daily.returns.1 daily.returns.2
## 2007-01-31 2007-01-31 0 0 0
## 2007-02-01 2007-02-01 0 0 0
## 2007-02-02 2007-02-02 0 0 0
## 2007-02-05 2007-02-05 0 0 0
## 2007-02-06 2007-02-06 0 0 0
## 2007-02-07 2007-02-07 0 0 0
## daily.returns.3 X000895.SZ.Volume X000895.SZ.Volume.1
## 2007-01-31 0 0 0
## 2007-02-01 0 0 0
## 2007-02-02 0 0 0
## 2007-02-05 0 0 0
## 2007-02-06 0 0 0
## 2007-02-07 0 0 0
## X000895.SZ.Volume.2 X000895.SZ.Volume.3 future_five_day_return
## 2007-01-31 0 0 0
## 2007-02-01 0 0 0
## 2007-02-02 0 0 0
## 2007-02-05 0 0 0
## 2007-02-06 0 0 0
## 2007-02-07 0 0 0
## future_ten_day_return future_twenty_day_return
## 2007-01-31 0 0
## 2007-02-01 0 0
## 2007-02-02 0 0
## 2007-02-05 0 0
## 2007-02-06 0 0
## 2007-02-07 0 0

三、相关性分析

为了深入理解各变量之间的关系，提取数据框中的数值型变量，通过 cor 函数计算相关系数矩阵，并利用 corrplot 包绘制相关系数热图。

library(corrplot)

## corrplot 0.95 loaded

library(dplyr)

## 
## ######################### Warning from 'xts' package ##########################
## # #
## # The dplyr lag() function breaks how base R's lag() function is supposed to #
## # work, which breaks lag(my_xts). Calls to lag(my_xts) that you type or #
## # source() into this session won't work correctly. #
## # #
## # Use stats::lag() to make sure you're not using dplyr::lag(), or you can add #
## # conflictRules('dplyr', exclude = 'lag') to your .Rprofile to stop #
## # dplyr from breaking base R's lag() function. #
## # #
## # Code in packages is not affected. It's protected by R's namespace mechanism #
## # Set `options(xts.warn_dplyr_breaks_lag = FALSE)` to suppress this warning. #
## # #
## ###############################################################################

## 
## 载入程序包：'dplyr'

## The following object is masked from 'package:randomForest':
## 
## combine

## The following objects are masked from 'package:xts':
## 
## first, last

## The following objects are masked from 'package:stats':
## 
## filter, lag

## The following objects are masked from 'package:base':
## 
## intersect, setdiff, setequal, union

# 提取数值型变量
numeric_data <- data %>% select_if(is.numeric)

# 计算相关系数矩阵
correlation_matrix <- cor(numeric_data)

# 绘制相关系数热图
corrplot(correlation_matrix, 
 method = "color", 
 type = "upper",
 tl.col = "black", tl.srt = 45,
 title = "Correlation Heatmap of Variables",
 addCoef.col = "black", 
 number.cex = 0.7)

Figure 1: 变量相关性热图

热图中，坐标轴标签以黑色显示并旋转 45 度，同时添加黑色的相关系数数值，字体大小设为 0.7，清晰呈现各变量间的线性相关程度，为后续模型构建提供参考。

从热图中可以看出，历史各周期的收益率之间存在较强相关性，而成交量与收益率之间的相关性较弱，这暗示成交量可能为模型提供差异化的信息。

四、预测模型构建与评估

4.1 线性回归模型

分别构建预测未来五日、十日及二十日涨幅的线性回归模型。以 data 中的所有变量作为自变量，相应的未来涨幅作为因变量，使用 lm 函数建模。

# 构建预测未来五日涨幅的线性回归模型
model_five_day <- lm(future_five_day_return ~ ., data = data)
summary(model_five_day)

## 
## Call:
## lm(formula = future_five_day_return ~ ., data = data)
## 
## Residuals:
## Min 1Q Median 3Q Max 
## -37.921 -1.837 0.035 1.838 51.589 
## 
## Coefficients:
## Estimate Std. Error t value Pr(>|t|) 
## (Intercept) -1.259e-01 4.592e-01 -0.274 0.7840 
## date 6.136e-06 2.765e-05 0.222 0.8244 
## daily.returns 1.331e-01 2.062e-02 6.455 1.19e-10 ***
## daily.returns.1 3.004e-02 1.882e-02 1.596 0.1105 
## daily.returns.2 -2.358e-02 1.275e-02 -1.849 0.0646 . 
## daily.returns.3 5.332e-03 7.633e-03 0.699 0.4849 
## X000895.SZ.Volume -1.339e-08 6.858e-09 -1.952 0.0510 . 
## X000895.SZ.Volume.1 8.689e-09 6.037e-09 1.439 0.1501 
## X000895.SZ.Volume.2 -2.787e-10 2.889e-09 -0.096 0.9231 
## X000895.SZ.Volume.3 1.965e-11 1.025e-09 0.019 0.9847 
## future_ten_day_return 4.735e-01 1.047e-02 45.240 < 2e-16 ***
## future_twenty_day_return 1.627e-02 7.598e-03 2.141 0.0323 * 
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 3.703 on 4701 degrees of freedom
## Multiple R-squared: 0.4894,	Adjusted R-squared: 0.4882 
## F-statistic: 409.6 on 11 and 4701 DF, p-value: < 2.2e-16

# 预测未来五日涨幅
prediction_five_day <- predict(model_five_day, newdata = data)

# 构建预测未来十日涨幅的线性回归模型
model_ten_day <- lm(future_ten_day_return ~ ., data = data)
summary(model_ten_day)

## 
## Call:
## lm(formula = future_ten_day_return ~ ., data = data)
## 
## Residuals:
## Min 1Q Median 3Q Max 
## -26.278 -2.039 0.001 2.089 61.889 
## 
## Coefficients:
## Estimate Std. Error t value Pr(>|t|) 
## (Intercept) 4.366e-02 5.341e-01 0.082 0.93485 
## date -3.026e-06 3.217e-05 -0.094 0.92506 
## daily.returns 3.350e-02 2.408e-02 1.391 0.16428 
## daily.returns.1 -5.127e-02 2.188e-02 -2.343 0.01915 * 
## daily.returns.2 -2.457e-02 1.483e-02 -1.656 0.09770 . 
## daily.returns.3 2.593e-02 8.871e-03 2.923 0.00349 ** 
## X000895.SZ.Volume 5.147e-09 7.980e-09 0.645 0.51896 
## X000895.SZ.Volume.1 7.558e-10 7.024e-09 0.108 0.91431 
## X000895.SZ.Volume.2 -6.052e-09 3.359e-09 -1.802 0.07168 . 
## X000895.SZ.Volume.3 2.086e-09 1.192e-09 1.751 0.08002 . 
## future_five_day_return 6.406e-01 1.416e-02 45.240 < 2e-16 ***
## future_twenty_day_return 3.348e-01 7.371e-03 45.423 < 2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 4.307 on 4701 degrees of freedom
## Multiple R-squared: 0.6373,	Adjusted R-squared: 0.6364 
## F-statistic: 750.8 on 11 and 4701 DF, p-value: < 2.2e-16

# 预测未来十日涨幅
prediction_ten_day <- predict(model_ten_day, newdata = data)

# 构建预测未来二十日涨幅的线性回归模型
model_twenty_day <- lm(future_twenty_day_return ~ ., data = data)
summary(model_twenty_day)

## 
## Call:
## lm(formula = future_twenty_day_return ~ ., data = data)
## 
## Residuals:
## Min 1Q Median 3Q Max 
## -30.805 -3.435 -0.276 3.457 77.286 
## 
## Coefficients:
## Estimate Std. Error t value Pr(>|t|) 
## (Intercept) 2.769e+00 8.801e-01 3.146 0.00167 ** 
## date -1.154e-04 5.303e-05 -2.176 0.02964 * 
## daily.returns -4.360e-02 3.973e-02 -1.097 0.27249 
## daily.returns.1 5.090e-02 3.610e-02 1.410 0.15861 
## daily.returns.2 6.137e-02 2.446e-02 2.509 0.01215 * 
## daily.returns.3 -4.063e-02 1.463e-02 -2.777 0.00552 ** 
## X000895.SZ.Volume -1.206e-08 1.316e-08 -0.916 0.35953 
## X000895.SZ.Volume.1 -8.226e-10 1.159e-08 -0.071 0.94340 
## X000895.SZ.Volume.2 1.059e-08 5.541e-09 1.911 0.05608 . 
## X000895.SZ.Volume.3 -5.759e-09 1.964e-09 -2.932 0.00339 ** 
## future_five_day_return 5.989e-02 2.797e-02 2.141 0.03230 * 
## future_ten_day_return 9.110e-01 2.006e-02 45.423 < 2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 7.105 on 4701 degrees of freedom
## Multiple R-squared: 0.4777,	Adjusted R-squared: 0.4764 
## F-statistic: 390.8 on 11 and 4701 DF, p-value: < 2.2e-16

# 预测未来二十日涨幅
prediction_twenty_day <- predict(model_twenty_day, newdata = data)

4.2 随机森林模型

同样针对未来五日、十日及二十日涨幅构建随机森林模型。随机森林模型因其对复杂非线性关系的捕捉能力，为预测提供了另一种有效的视角。

# 构建预测未来五日涨幅的随机森林模型
rf_model_five_day <- randomForest(future_five_day_return ~ ., data = data, ntree = 100)
rf_prediction_five_day <- predict(rf_model_five_day, newdata = data)

# 构建预测未来十日涨幅的随机森林模型
rf_model_ten_day <- randomForest(future_ten_day_return ~ ., data = data, ntree = 100)
rf_prediction_ten_day <- predict(rf_model_ten_day, newdata = data)

# 构建预测未来二十日涨幅的随机森林模型
rf_model_twenty_day <- randomForest(future_twenty_day_return ~ ., data = data, ntree = 100)
rf_prediction_twenty_day <- predict(rf_model_twenty_day, newdata = data)

4.3 模型评估与可视化

对于随机森林模型预测的未来不同周期涨幅，分别绘制实际值与预测值的对比图。通过 patchwork 包将每个周期涨幅的对比图和差值图合并展示，全面评估模型的预测效果。

# 定义通用绘图函数
plot_prediction <- function(dates, actual, predicted, title_prefix) {
 # 对比图数据
 plot_data <- data.frame(
 date = dates,
 actual = actual,
 predicted = predicted
 )
 plot_data_long <- pivot_longer(plot_data, 
 cols = c(actual, predicted), 
 names_to = "type", 
 values_to = "return")
 
 # 实际值与预测值对比图
 p_comparison <- ggplot(plot_data_long, 
 aes(x = date, y = return, color = type)) +
 geom_line() +
 labs(
 title = paste0("Random Forest: ", title_prefix, " Actual vs Predicted"),
 x = "Date", y = "Return"
 ) +
 theme_minimal()
 
 # 差值图
 diff_data <- data.frame(
 date = dates,
 diff = predicted - actual
 )
 
 p_diff <- ggplot(diff_data, aes(x = date, y = diff)) +
 geom_line() +
 labs(
 title = paste0("Random Forest: ", title_prefix, " Prediction Difference"),
 x = "Date", y = "Difference"
 ) +
 theme_minimal()
 
 # 合并展示
 p_comparison / p_diff
}

# 绘制各周期预测效果
five_day_plot <- plot_prediction(data$date, data$future_five_day_return, 
 rf_prediction_five_day, "Five-Day")
ten_day_plot <- plot_prediction(data$date, data$future_ten_day_return, 
 rf_prediction_ten_day, "Ten-Day")
twenty_day_plot <- plot_prediction(data$date, data$future_twenty_day_return, 
 rf_prediction_twenty_day, "Twenty-Day")

预测效果分别如下：

从图中可以看出，五日涨幅的预测跟踪效果较好，差值波动相对较小；而随着预测周期的增长（十日、二十日），预测误差逐渐增大。这是由于长期走势受更多复杂因素影响，仅凭历史量价信息难以完全捕捉。

五、模型表现对比

为更清晰地评估模型的预测效果，我们计算各模型的 R 方指标：

cat("===== 线性回归模型 =====\n")

## ===== 线性回归模型 =====

cat("五日涨幅 R²: ", summary(model_five_day)$r.squared, "\n")

## 五日涨幅 R²: 0.4894064

cat("十日涨幅 R²: ", summary(model_ten_day)$r.squared, "\n")

## 十日涨幅 R²: 0.6372557

cat("二十日涨幅 R²: ", summary(model_twenty_day)$r.squared, "\n")

## 二十日涨幅 R²: 0.4776518

cat("\n===== 随机森林模型 =====\n")

## 
## ===== 随机森林模型 =====

rf_r2 <- function(actual, predicted) {
 1 - sum((actual - predicted)^2) / sum((actual - mean(actual))^2)
}
cat("五日涨幅 R²: ", rf_r2(data$future_five_day_return, rf_prediction_five_day), "\n")

## 五日涨幅 R²: 0.9075108

cat("十日涨幅 R²: ", rf_r2(data$future_ten_day_return, rf_prediction_ten_day), "\n")

## 十日涨幅 R²: 0.9330646

cat("二十日涨幅 R²: ", rf_r2(data$future_twenty_day_return, rf_prediction_twenty_day), "\n")

## 二十日涨幅 R²: 0.9021227

可以看出，随机森林模型的拟合能力明显优于线性回归模型，尤其在短期预测（五日）上表现突出。这说明历史量价与未来涨幅之间存在较强的非线性关系，随机森林模型能够更好地捕捉这种关系。

六、结论

本文通过对双汇发展股票历史量价数据的系统分析，综合运用相关性分析、线性回归及随机森林模型等方法，构建了一个完整的量化分析体系。主要发现如下：

历史阶段性涨幅之间存在较强的自相关性，不同周期（3 日、5 日、10 日、20 日）的回报率高度相关；
成交量与历史/未来涨幅之间的线性相关性较弱，但成交量为模型提供了差异化的非线性信息；
随机森林模型在捕捉历史量价与未来涨幅之间的非线性关系上显著优于线性回归模型；
短期预测（5 日）效果明显优于中长期预测（10 日、20 日），随着预测周期的拉长，模型预测能力迅速下降。

此外，金融市场复杂多变，单只股票的分析结果存在一定局限性。未来可进一步扩展到多只股票、纳入更多宏观因子和情绪指标，以构建更稳健的预测体系。

全天候动量ETF策略

Tue, 23 Dec 2025 00:00:00 +0000

## 正在从Yahoo Finance获取数据...

## [1] "513100.SS" "510300.SS" "518880.SS"

# 2. 计算指标：动量、波动率、调整动量
calculate_metrics <- function(price_series, window = 20) {
 # 计算日收益率
 returns <- dailyReturn(price_series, type = "arithmetic")
 colnames(returns) <- "Return"
 
 # 计算20日平均收益率（动量）
 momentum <- rollapply(returns, width = window, FUN = mean, align = "right", fill = NA)
 colnames(momentum) <- "Momentum"
 
 # 计算20日收益率方差（波动率）
 volatility <- rollapply(returns, width = window, FUN = var, align = "right", fill = NA)
 colnames(volatility) <- "Volatility"
 
 # 计算调整动量（动量/波动率）
 # 注意：使用标准差进行标准化（方差的平方根）
 adj_momentum <- momentum / sqrt(volatility)
 colnames(adj_momentum) <- "Adj_Momentum"
 
 return(list(returns = returns, 
 momentum = momentum, 
 volatility = volatility, 
 adj_momentum = adj_momentum))
}

# 为每个ETF计算指标
# cat("正在计算动量指标...\n")
metrics_list <- list()
for (etf in etf_names) {
 metrics_list[[etf]] <- calculate_metrics(price_df[, etf])
}

## Warning in to_period(xx, period = on.opts[[period]], ...): missing values
## removed from data
## Warning in to_period(xx, period = on.opts[[period]], ...): missing values
## removed from data
## Warning in to_period(xx, period = on.opts[[period]], ...): missing values
## removed from data

# 3. 生成交易信号和权重
generate_weights <- function(adj_momentum_df) {
 # 初始化权重数据框
 weights_df <- as.data.frame(adj_momentum_df)
 weights_df[] <- 0 # 所有值初始化为0
 
 # 对每一行（每个交易日）计算权重
 for (i in 1:nrow(adj_momentum_df)) {
 # 获取当日的调整动量值
 current_momentum <- as.numeric(adj_momentum_df[i, ])
 
 # 筛选调整动量大于0的标的
 positive_idx <- which(current_momentum > 0 & !is.na(current_momentum))
 
 if (length(positive_idx) > 0) {
 # 获取正的调整动量值
 positive_momentum <- current_momentum[positive_idx]
 
 # 按调整动量大小归一化计算权重
 normalized_weights <- positive_momentum / sum(positive_momentum)
 
 # 分配权重
 weights_df[i, positive_idx] <- normalized_weights
 }
 }
 
 # 转换为时间序列
 weights_xts <- xts(weights_df, order.by = index(adj_momentum_df))
 colnames(weights_xts) <- colnames(adj_momentum_df)
 
 return(weights_xts)
}

# 提取所有ETF的调整动量
adj_momentum_all <- do.call(merge, lapply(metrics_list, function(x) x$adj_momentum))
colnames(adj_momentum_all) <- etf_names

# 生成权重序列
# cat("正在计算每日权重...\n")
weights <- generate_weights(adj_momentum_all)

# 4. 将权重数据整理到数据框中
# 创建每日权重数据框（包含日期）
daily_weights_df <- data.frame(Date = index(weights))
for (etf in etf_names) {
 daily_weights_df[[etf]] <- as.numeric(weights[, etf])
}

# 计算每个交易日的权重合计（应为1或0）
daily_weights_df$权重合计 <- rowSums(daily_weights_df[, etf_names], na.rm = TRUE)

# 创建每个ETF的单独权重数据框
etf_weight_dfs <- list()
for (etf in etf_names) {
 etf_weight_dfs[[etf]] <- data.frame(
 Date = index(weights),
 ETF = etf,
 Weight = as.numeric(weights[, etf])
 )
}

# 合并所有ETF权重数据框
all_etf_weights_df <- do.call(rbind, etf_weight_dfs)

# 5. 回测计算
# 计算每个ETF的日收益率
returns_all <- do.call(merge, lapply(metrics_list, function(x) x$returns))
colnames(returns_all) <- etf_names

# 调整权重的时间索引，确保与收益率对齐
# 使用T日的权重在T+1日交易
lagged_weights <- lag(weights, 1) # 权重滞后一天
lagged_weights <- lagged_weights[index(returns_all)] # 对齐索引

# 处理缺失值
lagged_weights[is.na(lagged_weights)] <- 0

# 计算策略日收益率（按T+1日开盘价计算，这里用平均价近似）
strategy_returns <- rowSums(returns_all * lagged_weights, na.rm = TRUE)
strategy_returns <- xts(strategy_returns, order.by = index(returns_all))
colnames(strategy_returns) <- "动量策略"

# 6. 绩效指标计算
# cat("正在计算绩效指标...\n")
# 策略绩效
strategy_perf <- table.AnnualizedReturns(strategy_returns)
strategy_dd <- table.DownsideRisk(strategy_returns)
max_dd <- maxDrawdown(strategy_returns)
strategy_calmar <- CalmarRatio(strategy_returns)
strategy_sortino <- SortinoRatio(strategy_returns)
strategy_positive_returns <- sum(strategy_returns > 0, na.rm = TRUE)
strategy_total_returns <- sum(!is.na(strategy_returns))
strategy_win_rate <- strategy_positive_returns / strategy_total_returns

# 基准绩效（沪深300ETF）
benchmark_returns <- returns_all[, "沪深300ETF"]
colnames(benchmark_returns) <- "沪深300ETF"
benchmark_perf <- table.AnnualizedReturns(benchmark_returns)
benchmark_dd <- table.DownsideRisk(benchmark_returns)
benchmark_max_dd <- maxDrawdown(benchmark_returns)
benchmark_calmar <- CalmarRatio(benchmark_returns)
benchmark_sortino <- SortinoRatio(benchmark_returns)
benchmark_positive_returns <- sum(benchmark_returns > 0, na.rm = TRUE)
benchmark_total_returns <- sum(!is.na(benchmark_returns))
benchmark_win_rate <- benchmark_positive_returns / benchmark_total_returns

# 等权重组合绩效
equal_weights <- matrix(1/3, nrow = nrow(returns_all), ncol = ncol(returns_all))
equal_weights <- xts(equal_weights, order.by = index(returns_all))
colnames(equal_weights) <- etf_names
equal_returns <- rowSums(returns_all * equal_weights, na.rm = TRUE)
equal_returns <- xts(equal_returns, order.by = index(returns_all))
colnames(equal_returns) <- "等权重组合"
equal_perf <- table.AnnualizedReturns(equal_returns)
equal_max_dd <- maxDrawdown(equal_returns)
equal_calmar <- CalmarRatio(equal_returns)
equal_sortino <- SortinoRatio(equal_returns)
equal_positive_returns <- sum(equal_returns > 0, na.rm = TRUE)
equal_total_returns <- sum(!is.na(equal_returns))
equal_win_rate <- equal_positive_returns / equal_total_returns

# 7. 创建绩效指标汇总数据框
# 格式化日期字符串
start_date_str <- format(start_date, "%Y-%m-%d")
end_date_str <- format(end_date, "%Y-%m-%d")
period_str <- paste(start_date_str, "至", end_date_str)

performance_metrics_df <- data.frame(
 策略 = c("动量策略", "沪深300ETF", "等权重组合"),
 年化收益率 = c(
 round(strategy_perf[1, 1] * 100, 2),
 round(benchmark_perf[1, 1] * 100, 2),
 round(equal_perf[1, 1] * 100, 2)
 ),
 年化波动率 = c(
 round(strategy_perf[2, 1] * 100, 2),
 round(benchmark_perf[2, 1] * 100, 2),
 round(equal_perf[2, 1] * 100, 2)
 ),
 夏普比率 = c(
 round(strategy_perf[3, 1], 3),
 round(benchmark_perf[3, 1], 3),
 round(equal_perf[3, 1], 3)
 ),
 最大回撤 = c(
 round(max_dd * 100, 2),
 round(benchmark_max_dd * 100, 2),
 round(equal_max_dd * 100, 2)
 ),
 卡尔马比率 = c(
 round(strategy_calmar, 3),
 round(benchmark_calmar, 3),
 round(equal_calmar, 3)
 ),
 索提诺比率 = c(
 round(strategy_sortino, 3),
 round(benchmark_sortino, 3),
 round(equal_sortino, 3)
 ),
 胜率 = c(
 round(strategy_win_rate * 100, 2),
 round(benchmark_win_rate * 100, 2),
 round(equal_win_rate * 100, 2)
 ),
 正收益天数 = c(
 strategy_positive_returns,
 benchmark_positive_returns,
 equal_positive_returns
 ),
 总交易天数 = c(
 strategy_total_returns,
 benchmark_total_returns,
 equal_total_returns
 ),
 回测期间 = c(period_str, period_str, period_str)
)

# 8. 绩效指标输出
# cat("==================== 绩效指标汇总数据框 ====================\n\n")
print(performance_metrics_df)

## 策略 年化收益率 年化波动率 夏普比率 最大回撤 卡尔马比率 索提诺比率
## 1 动量策略 45.13 17.08 2.643 8.72 5.178 0.227
## 2 沪深300ETF 20.31 19.27 1.054 16.25 1.250 0.103
## 3 等权重组合 31.84 12.89 2.470 9.29 3.429 0.201
## 胜率 正收益天数 总交易天数 回测期间
## 1 53.04 253 477 2024-01-01 至 2025-12-23
## 2 51.26 244 476 2024-01-01 至 2025-12-23
## 3 59.33 283 477 2024-01-01 至 2025-12-23

# cat("\n")

# 9. 输出权重数据

# cat("每日组合权重数据框（后10行）:\n")
print(tail(daily_weights_df, 10))

## Date 纳指ETF 沪深300ETF 黄金ETF 权重合计
## 468 2025-12-08 0.09379501 0.00000000 0.9062050 1
## 469 2025-12-09 0.00000000 0.00000000 0.0000000 0
## 470 2025-12-10 0.00000000 0.00000000 1.0000000 1
## 471 2025-12-11 0.00000000 0.00000000 0.0000000 0
## 472 2025-12-12 0.05889600 0.00000000 0.9411040 1
## 473 2025-12-15 0.00000000 0.00000000 1.0000000 1
## 474 2025-12-16 0.16844695 0.00000000 0.8315530 1
## 475 2025-12-17 0.31823928 0.01791372 0.6638470 1
## 476 2025-12-18 0.00000000 0.00000000 1.0000000 1
## 477 2025-12-19 0.22970999 0.26353990 0.5067501 1

# cat("\n")


# 10. 绘制图表
# cat("正在生成图表...\n")
# 准备累计收益率数据
cumulative_returns <- merge(
 cumprod(1 + na.fill(strategy_returns, 0)) - 1,
 cumprod(1 + na.fill(benchmark_returns, 0)) - 1,
 cumprod(1 + na.fill(equal_returns, 0)) - 1
)
colnames(cumulative_returns) <- c("动量策略", "沪深300ETF", "等权重组合")

# 转换为数据框用于ggplot
cumulative_df <- data.frame(
 Date = index(cumulative_returns),
 as.data.frame(cumulative_returns)
)
cumulative_long <- pivot_longer(cumulative_df, 
 cols = -Date, 
 names_to = "Portfolio", 
 values_to = "CumulativeReturn")

# 图表1：策略 vs 基准累计收益率和最大回撤对比
p1 <- ggplot(cumulative_long %>% filter(Portfolio %in% c("动量策略", "沪深300ETF")), 
 aes(x = Date, y = CumulativeReturn, color = Portfolio)) +
 geom_line(size = 1.2) +
 labs(title = "动量策略 vs 沪深300ETF: 累计收益率对比",
 x = "日期", y = "累计收益率") +
 scale_y_continuous(labels = percent_format()) +
 scale_color_manual(values = c("动量策略" = "blue", "沪深300ETF" = "red")) +
 theme_minimal() +
 theme(legend.position = "bottom",
 plot.title = element_text(hjust = 0.5, size = 14, face = "bold"))

## Warning: Using `size` aesthetic for lines was deprecated in ggplot2 3.4.0.
## ℹ Please use `linewidth` instead.
## This warning is displayed once every 8 hours.
## Call `lifecycle::last_lifecycle_warnings()` to see where this warning was
## generated.

# 图表2：策略 vs 各ETF Buy & Hold对比
# 计算各ETF的累计收益率
etf_cumulative <- do.call(merge, 
 lapply(1:length(etf_names), 
 function(i) cumprod(1 + na.fill(returns_all[, i], 0)) - 1))
colnames(etf_cumulative) <- paste0(etf_names, " (Buy&Hold)")

all_cumulative <- merge(cumulative_returns[, "动量策略"], etf_cumulative)
all_cumulative_df <- data.frame(Date = index(all_cumulative), 
 as.data.frame(all_cumulative))
all_cumulative_long <- pivot_longer(all_cumulative_df, 
 cols = -Date, 
 names_to = "Strategy", 
 values_to = "CumulativeReturn")

p2 <- ggplot(all_cumulative_long, aes(x = Date, y = CumulativeReturn, color = Strategy)) +
 geom_line(size = 1) +
 labs(title = "动量策略 vs 各ETF买入持有策略: 累计收益率对比",
 x = "日期", y = "累计收益率") +
 scale_y_continuous(labels = percent_format()) +
 theme_minimal() +
 theme(legend.position = "bottom",
 plot.title = element_text(hjust = 0.5, size = 14, face = "bold"))

# 图表3：策略 vs 等权重组合对比
p3 <- ggplot(cumulative_long %>% filter(Portfolio %in% c("动量策略", "等权重组合")), 
 aes(x = Date, y = CumulativeReturn, color = Portfolio)) +
 geom_line(size = 1.2) +
 labs(title = "动量策略 vs 等权重组合: 累计收益率对比",
 x = "日期", y = "累计收益率") +
 scale_y_continuous(labels = percent_format()) +
 scale_color_manual(values = c("动量策略" = "blue", "等权重组合" = "green")) +
 theme_minimal() +
 theme(legend.position = "bottom",
 plot.title = element_text(hjust = 0.5, size = 14, face = "bold"))

# 图表4：权重随时间变化图
# 准备权重数据
weights_long <- pivot_longer(daily_weights_df, 
 cols = all_of(etf_names),
 names_to = "ETF", 
 values_to = "Weight")

p4 <- ggplot(weights_long, aes(x = Date, y = Weight, fill = ETF)) +
 geom_area(position = "stack", alpha = 0.7) +
 labs(title = "动量策略: 每日权重分配",
 x = "日期", y = "权重") +
 scale_y_continuous(labels = percent_format()) +
 scale_fill_manual(values = c("纳指ETF" = "blue", 
 "沪深300ETF" = "red", 
 "黄金ETF" = "gold")) +
 theme_minimal() +
 theme(legend.position = "bottom",
 plot.title = element_text(hjust = 0.5, size = 14, face = "bold"))

# 12. 显示图表
# cat("\n正在显示图表...\n")
print(p1)

# cat("\n\n")

print(p2)

# cat("\n\n")

print(p3)

# cat("\n\n")

print(p4)

《并非有效的市场》笔记

Mon, 22 Dec 2025 00:00:00 +0000

安德瑞·史莱佛撰写 《并非有效的金融市场》 的核心目的在于对传统金融领域的 有效市场假说 （EMH）提出系统性批判。史莱佛通过大量实证研究与逻辑推演，打破了金融市场是完全理性、信息充分且价格能即时反映所有有效信息的经典认知，本书的议题围绕市场无效性的根源、表现形式及对投资实践的启示展开，为我们理解金融市场的复杂性、非理性提供了全新视角，尤其对主动投资策略的合理性提供了理论支撑。

本书并非全盘否定金融市场的合理性，而是指出有效市场只是理论抽象的理想状态，现实市场中存在诸多扭曲价格的因素，这些因素共同构成了市场无效的基础，也为投资者创造了获取超额收益的可能。

对“有效市场假说”的批判

有效市场假说的核心逻辑是：市场参与者是完全理性的，信息能无成本、即时地被所有参与者获取，因此资产价格始终等于其内在价值，投资者无法通过主动分析获得超额收益。

史莱佛从三个维度对这一假说提出反驳：

1.市场参与者并非完全理性——非理性行为的普遍性

史莱佛结合行为金融学的研究成果，指出现实中的投资者普遍存在“有限理性”特征，而非经典理论中的“完全理性人”。投资者的决策往往受到情绪、认知偏差、从众心理等因素影响，而非纯粹基于对信息的客观分析。

书中列举的典型非理性行为包括：锚定效应（以某一初始价格为基准判断资产价值，忽视真实基本面）、羊群效应（盲目跟随大众投资决策，导致市场过度反应）、过度自信（高估自身分析能力，导致频繁交易与决策失误）。

这些非理性行为并非个别现象，而是形成了群体合力，最终导致资产价格偏离内在价值，形成市场泡沫或过度下跌。

2.信息存在不对称与传递成本——信息并非完全充分

有效市场假说假设“信息免费且即时共享”，但现实中信息存在显著的不对称性：内部人（如企业管理层、核心机构投资者）往往掌握比普通投资者更全面、准确的信息，且信息传递过程中存在时间差、解读成本等问题。普通投资者不仅难以第一时间获取信息，还可能因专业能力不足对信息产生误读。

通过实证数据证明，信息不对称会导致资产价格对信息的反应滞后或过度：部分机构利用信息优势提前布局，待信息公开后获利离场，而普通投资者则可能在价格波动的末端跟风，成为损失的承担者。这种信息壁垒直接打破了“价格即时反映所有信息”的有效市场前提。

3.市场存在交易成本与制度缺陷——价格无法即时调整至合理水平

有效市场假说忽略了交易成本（如手续费、税费、流动性成本）与制度设计对市场的影响。现实中，即使投资者发现了价格与价值的偏离，也可能因交易成本过高、市场流动性不足或制度限制（如做空机制不完善）而无法及时通过交易修正价格，导致价格扭曲长期存在。

此外，制度缺陷还可能引发“非理性的市场定价”，例如退市机制不健全导致劣质资产长期占据市场资源，政策干预的不确定性引发市场恐慌或盲目乐观，这些因素都让市场难以自发达到“有效均衡”。

市场无效性的典型表现与案例佐证

史莱佛通过多个经典金融市场案例，直观呈现了市场无效性的具体表现，其中最具代表性的包括：

1.股市泡沫与崩盘：非理性情绪驱动的价格偏离

书中详细分析了互联网泡沫（20世纪90年代末）、美国次贷危机前的房地产泡沫等案例。以互联网泡沫为例，当时大量缺乏盈利支撑、甚至没有明确商业模式的互联网企业，股价被疯狂炒作，市盈率远超合理水平，这并非基于企业内在价值的理性定价，而是源于“对新技术的盲目乐观”“从众投机”等非理性情绪的叠加。最终泡沫破裂，股价暴跌，证明市场价格并未反映资产的真实价值。

2.小盘股效应与价值股效应：被忽视的定价偏差

史莱佛通过长期数据追踪发现，小盘股（市值较小的公司股票）和价值股（市盈率低、市净率低的股票）在长期内的收益率显著高于大盘股和成长股，这一现象无法用有效市场假说解释——若市场有效，这种收益率差异应通过套利行为迅速消失。

史莱佛认为，小盘股被忽视是因为机构投资者因资金规模限制不愿关注，价值股被低估则是因为投资者过度追捧成长股的“美好预期”，忽视了价值股的真实盈利能力。这种定价偏差的长期存在，直接证明了市场的无效性。

3.金融衍生品市场的定价扭曲：复杂工具加剧市场无效

在金融衍生品（如期权、CDO等）市场，史莱佛指出，由于产品结构复杂，投资者难以准确评估其内在价值，往往依赖简化的定价模型（如布莱克-斯科尔斯模型），而这些模型的前提假设（如无风险利率恒定、波动率稳定）与现实市场存在差异，导致衍生品定价出现严重偏差。次贷危机中，CDO等衍生品的错误定价就是引发危机的重要原因之一，凸显了复杂市场中无效性的放大效应。

书籍带来的投资启示与实践建议

基于对市场无效性的论证，史莱佛并非倡导“盲目投机”，而是为投资者提供了基于“市场无效”的投资逻辑，核心启示包括：

1.主动投资策略具有合理性，精选价值是核心

既然市场存在定价偏差，投资者就可以通过深入分析企业基本面（如盈利能力、资产负债表、行业竞争力），发现被低估的资产，通过长期持有获取超额收益。这与有效市场假说倡导的“被动指数投资”形成鲜明对比，为主动管理型基金的存在提供了理论依据。

2.警惕非理性情绪，坚持逆向投资

市场无效的核心驱动力之一是群体非理性，因此投资者应避免跟风从众，在市场过度乐观（泡沫期）保持冷静，在市场过度悲观（恐慌期）积极寻找被错杀的优质资产。逆向投资的本质，就是利用市场的非理性偏差获利。

3.重视信息优势与研究能力，降低信息不对称风险

对普通投资者而言，应通过提升专业能力、深入研究行业与企业，减少对“二手信息”的依赖，尽可能降低信息不对称带来的劣势；同时，要警惕“内幕信息”陷阱，坚守合规投资的底线。

4.合理评估交易成本与流动性，避免盲目套利

即使发现了价格偏差，也需评估交易成本、流动性等因素——若套利成本过高或无法及时变现，定价偏差可能长期存在，甚至导致套利失败。因此，投资决策需综合考虑“价值偏差”与“实现收益的可行性”。

5.投资者形态模型简单分析与适配建议

书籍虽未直接提出“投资者形态模型”，但结合其对市场参与者非理性行为的分析，可提炼出三类核心投资者形态及适配策略：一是“理性套利型”，这类投资者具备专业研究能力，能精准识别价格与价值的偏离，可通过前文提及的主动价值投资策略获利，但需规避交易成本过高、流动性不足的套利陷阱；二是“噪声交易型”，这类投资者易受情绪、短期信息影响，是市场无效性的主要推动者，需警惕自身的认知偏差，通过建立长期投资框架、减少频繁交易规避损失；三是“被动跟随型”，这类投资者缺乏专业分析能力，若盲目跟随市场情绪易成为损失承担者，可在理解市场无效性的基础上，选择兼顾主动筛选与风险分散的投资产品，而非单纯被动跟踪指数。简言之，投资者需先明确自身形态特征，再结合市场无效性规律制定适配策略，才能降低非理性决策带来的风险。

投资者心态模型分析

结合《并非有效的金融市场》对市场参与者有限理性的核心论述，可提炼出三类与市场无效性紧密相关的投资者心态模型，这些心态是导致资产价格偏离内在价值的关键心理动因，也为理解投资决策偏差提供了核心视角：

1.贪婪与恐惧驱动的情绪主导心态

这是书中重点强调的非理性心态核心，也是市场泡沫与恐慌形成的主要推手。在贪婪心态主导下，投资者会过度关注短期收益，忽视资产基本面的真实价值，如互联网泡沫时期对新技术企业的盲目追捧、比特币等虚拟资产的投机热潮，均是贪婪心态引发的“追涨”行为；而在恐惧心态主导下，投资者会因市场短期波动、负面信息过度反应，出现“割肉出逃”的非理性抛售，导致资产价格被过度低估，例如次贷危机中优质企业股票随市场整体暴跌的现象。这种心态的本质是“短期情绪凌驾于长期价值判断”，打破了有效市场假说中“理性定价”的前提。

2.过度自信的认知偏差心态

书中明确指出，过度自信是多数投资者的共性心态，也是导致频繁交易、决策失误的重要原因。这类心态模型的核心特征是投资者高估自身的信息解读能力、择时能力和风险控制能力，认为自己能超越市场平均水平。例如，部分投资者仅凭碎片化信息就做出投资决策，忽视市场的复杂性和信息的不完整性；还有些投资者频繁调整持仓，认为能精准把握市场波动，最终却因交易成本增加、决策失误导致收益受损。过度自信心态会放大个体非理性行为，进而形成群体层面的定价偏差，加剧市场无效性。

3.锚定与从众的惯性依赖心态

锚定心态与从众心态常相互交织，共同影响投资者决策。锚定心态表现为投资者将某一初始信息（如历史最高价、近期平均价、权威机构的预测值）作为“锚点”，固化对资产价值的判断，忽视后续基本面的变化，例如投资者因某只股票历史最高价较高，就认为当前价格仍“有上涨空间”，无视企业盈利下滑的现实；从众心态则是投资者盲目跟随大众决策，认为“多数人的选择一定正确”，这种心态会形成“羊群效应”，导致市场价格向同一方向过度偏离，如某类主题基金的扎堆申购、某只股票的集中炒作，均是从众心态的体现。这两种心态的核心是“放弃独立思考，依赖外部信号或群体共识”，进一步强化了市场的无效性。

从实践意义来看，识别这些心态模型是规避投资失误的关键。书中隐含的应对逻辑是：投资者需建立“心态自检机制”，在决策前区分“情绪驱动”与“价值驱动”，通过长期投资框架、基本面分析工具对冲心态偏差，同时警惕锚定信息的局限性和群体决策的盲目性，避免成为加剧市场无效性的“噪声交易者”。

4.投资者心态模型的转换路径与实践要点

基于书中对投资者非理性行为的批判，心态模型并非固定不变，从非理性心态向理性心态的转换，是降低投资决策偏差、利用市场无效性获利的核心前提。具体转换路径可分为三个核心阶段：

第一阶段：心态觉醒与偏差识别。这是转换的基础，核心是投资者主动意识到自身的心态局限。可通过“决策复盘”实现：每次投资决策后，记录决策时的核心依据、情绪状态（如是否受市场热点、他人建议影响），对照前文三类非理性心态模型，标注是否存在情绪主导、过度自信或锚定从众的倾向。例如，若某笔投资是因“看到身边人都在买”而跟风，即可明确识别为“从众心态”，为后续修正提供靶向。

第二阶段：工具对冲与行为约束。针对识别出的心态偏差，借助具体工具建立行为边界，避免非理性情绪主导决策。对应不同心态的对冲工具的：针对“情绪主导心态”，可建立“止损/止盈规则”和“冷静期机制”，如遇到市场剧烈波动时，强制暂停交易24小时再决策；针对“过度自信心态”，可采用“组合投资策略”，通过分散投资降低对自身“择时/选股能力”的过度依赖，同时限制单只资产的持仓比例；针对“锚定从众心态”，可建立“基本面分析清单”，将资产的盈利能力、估值水平等核心指标作为决策核心，而非依赖历史价格、群体共识等锚点信息。

第三阶段：长期强化与习惯养成。心态转换的关键是形成稳定的理性决策习惯，而非单次修正。可通过“长期投资目标锚定”实现：明确自身的投资周期（如3年、5年）和核心目标（如资产保值、子女教育储备），将短期市场波动与长期目标脱钩，减少因短期情绪波动导致的非理性操作。同时，定期更新对市场无效性的认知，结合书中的案例与实证研究，强化“理性定价优于情绪定价”的认知，逐步弱化非理性心态的影响。

需要注意的是，心态模型转换并非“完全摒弃情绪”，而是实现“情绪可控、理性主导”的平衡。书中强调，现实中的投资者难以达到绝对理性，但通过持续的觉醒、对冲与强化，可无限接近理性心态，进而在市场无效性中找到精准的投资机会。

个人感悟与思考

读完《并非有效的市场》，更坚定我对“市场并非完全有效”的认知，理解了金融市场的本质是“理性与非理性的交织体”。有效市场假说作为简化的理论模型，为我们理解市场提供了基准，但现实市场的复杂性远超出理论范畴，这也正是金融市场的魅力所在。

对个人投资者而言，这本书的启示在于：不要盲目相信“市场永远正确”，也不要过度自信于自己的“择时能力”。真正有效的投资，应该是“基于基本面的价值判断”与“对市场情绪的理性规避”相结合——既通过深入研究发现价值，又通过逆向思维避开泡沫。同时，这本书也提醒我们，金融市场的稳定需要完善的制度设计（如信息披露制度、退市机制、做空机制）来降低无效性，保护普通投资者的利益。

此外，书中的观点也并非绝对，市场无效与相对有效之间可能存在动态平衡：在某些成熟市场、某些时段，市场可能接近有效；而在新兴市场、市场剧烈波动期，无效性则更为显著。因此，投资者需要根据具体市场环境灵活调整投资策略，而非机械套用某一理论。

总结

《并非有效的市场》通过对有效市场假说的系统性批判，揭示了金融市场的无效性本质，其核心观点在于：市场参与者的有限理性、信息不对称、交易成本与制度缺陷，共同导致资产价格偏离内在价值，市场无法自发达到有效均衡。

基于这一核心，书籍为投资者提供了“主动价值投资”“逆向投资”等实践路径，同时也强调了制度完善对降低市场无效性的重要性。

这本书不仅是对传统金融理论的补充与修正，更为我们理解现实金融市场的波动、制定合理的投资策略提供了重要的理论支撑，适合所有对金融市场、投资逻辑感兴趣的读者深入研读。

投资笔记 1 ：先立认知，再选策略

Fri, 14 Nov 2025 00:00:00 +0000

投资成功需以三大核心为前提：系统的投资知识储备、知名机构与大师的实践参考、贴合自身的个性化策略。脱离这些前提，即便偶遇短期行情，也可能因方向偏差、风险误判导致亏损。

本 “投资必读” 系列共 10 篇文章，后续将系统拆解各类策略的逻辑框架、实操方法与适用范围，结合领域内知名机构与投资大师的实践案例提供参考。本篇作为开篇，核心是建立 “先学知识、再判机会、后选策略” 的底层认知，厘清被动与主动策略的本质差异与适配逻辑。

一、投资的底层共识

投资策略选择的优先级远高于具体产品筛选。合理的策略能在控制风险的同时最大化收益；若策略逻辑偏差，即便选择优质标的，也可能因市场适配错误或偏离收益目标导致亏损。

盲目投资本质是 “无准备入场”，必然面临三重风险：

市场类型错配：将弱有效市场（如 A 股创业板）的主动策略逻辑，套用到强有效市场（如美股标普 500），用高费率主动基金博弈市场平均收益，最终 “费力不讨好”；
操作逻辑混淆：误将被动跟踪的长期逻辑用于短期波段操作，如用沪深 300ETF 频繁追涨杀跌，既增加交易成本，又错失指数长期复利；
资金需求偏离：中短期低风险需求（如 3 年后子女教育资金）却配置高波动主动权益基金，市场回撤时被迫割肉离场。

因此，投资的第一步是 “学知识、定目标”，明确收益目标、风险容忍度、资金周期，再选择适配的投资策略。

二、策略核心分类：被动与主动的本质差异依据

“是否主动追求超额收益（Alpha 收益）”，投资策略可划分为被动管理与主动管理两大体系，适配不同市场环境与投资需求。

1.被动管理策略：赚市场平均的确定性收益

被动管理策略的本质是 “以指数为基准，通过复制指数成分股构成与权重，实现与基准收益（Beta 收益）的高度重合”，核心目标是获取市场平均收益。

其理论基础是 “市场有效性假说（EMH）”：在信息充分反映的强有效市场中，主动决策难以持续创造超额收益，被动策略成为最优选择。先锋集团创始人约翰・博格尔提出的 “低成本、长期持有”，是被动策略的核心原则。

主流产品类型与操作要点 * 纯被动指数基金 / ETF：完全复制指数成分股与权重，无主动调整，跟踪误差通常低于 0.5%。优先选择低费率（管理费率低于 0.15%）、高流动性（日均成交额超 1 亿元）的产品，例如华夏沪深 300ETF（510330）、易方达标普 500ETF（513500）。

指数增强基金：在被动跟踪基础上小幅调整，通过量化模型或基本面分析对成分股进行不超过 5% 的超配 / 低配，控制跟踪误差（通常低于 2%）并追求少量超额收益。选择时重点关注连续 3 年跑赢基准的稳定性，例如富国沪深 300 增强（100038）。
被动型 FOF：通过配置多只被动基金实现跨资产、跨市场分散，降低单一指数波动风险。关注资产配置比例与自身风险偏好的契合度，以及总费率（通常不超过 1%），例如南方智诚 FOF（008988）。适配投资者画像投资周期超 3 年、风险偏好中低（年化波动率容忍度低于 10%）、无专业研究能力的个人投资者，核心需求是 “稳定获取长期收益”。

2.主动管理策略：赚超越市场的机会性收益

主动管理策略通过资产筛选、择时决策与组合调整，突破市场有效性边界，追求超额收益（Alpha 收益）。核心逻辑是依赖专业研究或量化模型，发现市场定价偏差。该策略需承担更高成本：管理费率通常 1%-2%，波动风险更大，且仅在弱有效或半强有效市场（如 A 股创业板、印度股市）更易见效 —— 这类市场信息传递效率低、机构持股比例低，存在更多定价偏差机会。经典案例伯克希尔・哈撒韦：巴菲特通过深度基本面分析，聚焦 “护城河深厚、现金流稳定” 的企业，长期持有并主动调整组合，50 余年复合年化超 20%；富达麦哲伦基金：彼得・林奇通过 “草根调研” 挖掘成长股，13 年间规模从 2000 万美元增至 140 亿美元，年化收益超 29%。适配投资者画像投资周期 3 年以上、风险偏好中高（年化波动率容忍度 10%-20%）、具备一定研究能力或可依托专业投顾的投资者，愿意为超额收益承担更高波动。

被动与主动的适用边界

两者的核心差异由“市场有效性” 决定，适配不同投资场景：

维度	被动管理策略（循标航行）	主动管理策略（探路航行）
市场环境	强有效市场（如美股标普 500、A 股沪深 300）	弱 / 半强有效市场（如 A 股创业板、新兴市场）
核心目标	获取市场平均收益（Beta）	获取超额收益（Alpha）
成本与风险	低费率（0.03%-0.5%）、低波动	高费率（1%-2%）、高波动
操作逻辑	放弃择时与选股，长期持有	主动择时、选股，动态调整组合
长期收益概率	大概率跑赢多数主动策略	需筛选优质管理人，少数能持续跑赢

简言之：强有效市场中，被动策略更省心划算；弱 / 半强有效市场中，主动策略可赚取 “认知差” 收益。

三、投资行动准则：先判机会，再选策略

掌握策略逻辑后，投资的关键是 “先判断市场机会，再选择适配策略”，而非盲目入场。

何时持有现金？

市场缺乏明确机会或处于高风险区间时，持有现金是更稳妥的选择：市场估值过高（如 2021 年 A 股白酒、新能源板块估值分位超 90%），易面临 “高位站岗” 风险；市场情绪极端狂热（散户开户数激增、全民讨论股市）或宏观环境不确定性高（如 2020 年疫情初期、2022 年全球加息周期），等待机会比盲目入场更明智。现金是 “等待机会的弹药”，可在优质投资机会出现时快速布局。

何时选择策略？

市场出现明确机会信号时，结合四大维度选择被动或主动策略：

资金周期：短期资金（1-2 年，如购房首付）选被动策略，流动性高、波动小；长期资金（5 年以上，如养老储备）可选主动策略或指数增强，更易消化短期波动；
资金规模：小额资金（10 万以内）选被动 ETF，成本低、操作灵活；大额资金（100 万以上）可搭配被动 FOF + 少量优质主动基金，实现攻守平衡；
风险偏好：中低风险（如退休人群，最大回撤容忍度低于 10%）可选 “被动宽基 + 债券 ETF” 组合；中高风险（如 30 岁上班族，最大回撤容忍度低于 20%）可选指数增强或优质主动基金；
预期收益：追求 “稳”（年化 6%-8%）选被动；追求 “优”（年化 8%-12%）且能承担波动，选主动。示例：35 岁上班族每月结余 5000 元，计划 10 年后用于子女留学（资金周期 10 年、风险容忍度 15%、预期年化 8%-10%），可每月定投 50% 富国沪深 300 增强（指数增强）+50% 易方达标普 500ETF（纯被动），平衡风险与收益。

四、投资的平衡之道：守正与出奇

被动与主动策略的核心是 “守正” 与 “出奇” 的平衡：被动策略 “守正”，以低成本、高确定性跟上市场；主动策略 “出奇”，以专业能力博取超额收益。无论选择哪种，前提都是 “先学知识、再定目标、后判机会”。

本系列后续将进一步拆解主动管理策略的具体逻辑（如价值投资、成长投资、量化策略）、不同市场周期的策略调整技巧，以及桥水、高瓴等机构的实践案例，提供更细致的指南。投资不是 “赌运气”，而是 “先做准备、再等机会、选对方法”，唯有如此，才能在长期投资中稳步抵达目标。

A 股最近的表现怎么样

Sat, 23 Aug 2025 00:00:00 +0000

本轮A股行情从2024年9月份启动到现在，上证指数已累计上涨了9.4%，深成指累计上涨12.9%，创业板指数累计上涨了33.7%。可谓汹涌上涨、波澜壮阔。

抓住了这波行情的投资者不用说自然是喜不胜收，那些错失前期行情的投资者，也开始抵挡不住赚钱的诱惑准备上车了。不过，千万不要太过性急！

# 安装必要包（若未安装）
# install.packages(c("quantmod", "ggplot2", "TTR", "scales", "gridExtra", "cowplot", "showtext"))

library(quantmod)

## Loading required package: xts

## Loading required package: zoo

## 
## Attaching package: 'zoo'

## The following objects are masked from 'package:base':
## 
## as.Date, as.Date.numeric

## Loading required package: TTR

## Registered S3 method overwritten by 'quantmod':
## method from
## as.zoo.data.frame zoo

library(ggplot2)
library(TTR)
library(scales)
library(gridExtra)
library(cowplot)
library(showtext)

## Loading required package: sysfonts

## Loading required package: showtextdb

# 设置中文字体
font_add("SimHei", "SimHei.ttf") # 请确保系统中有SimHei字体，或指定正确路径
showtext_auto()

# 设置指数代码和名称
indices <- list(
 "上证指数" = "000001.SS",
 "沪深300" = "000300.SS",
 "深证成指" = "399001.SZ"
)

# 获取数据（最近365天）
get_stock_data <- function(symbol) {
 data <- tryCatch({
 getSymbols(symbol, src = "yahoo", from = Sys.Date() - 365, auto.assign = FALSE)
 }, error = function(e) {
 message(paste("获取数据失败:", symbol, "-", e$message))
 return(NULL)
 })
 return(data)
}

# 计算技术指标并准备数据
prepare_data <- function(data, index_name) {
 if (is.null(data) || nrow(data) < 30) {
 message(paste("数据不足或为空:", index_name))
 return(NULL)
 }
 
 df <- data.frame(Date = index(data), coredata(data))
 colnames(df) <- c("Date", "Open", "High", "Low", "Close", "Volume", "Adjusted")
 
 # 计算收益率
 df$Return <- c(NA, diff(log(df$Close)))
 
 # 计算移动平均线
 df$SMA5 <- SMA(df$Close, n = 5)
 df$SMA20 <- SMA(df$Close, n = 20)
 df$SMA60 <- SMA(df$Close, n = 60)
 
 # 确保有足够的数据计算指标
 if (nrow(df) > 26) {
 # 计算MACD
 macd_data <- tryCatch({
 MACD(df$Close, nFast = 12, nSlow = 26, nSig = 9)
 }, error = function(e) {
 message(paste("计算MACD失败:", index_name, "-", e$message))
 return(NULL)
 })
 
 if (!is.null(macd_data)) {
 df$MACD <- macd_data[, "macd"]
 df$Signal <- macd_data[, "signal"]
 df$Histogram <- df$MACD - df$Signal
 }
 }
 
 if (nrow(df) > 14) {
 # 计算KDJ指标
 kdj <- tryCatch({
 stoch(df[, c("High", "Low", "Close")], nFastK = 14, nFastD = 3, nSlowD = 3)
 }, error = function(e) {
 message(paste("计算KDJ失败:", index_name, "-", e$message))
 return(NULL)
 })
 
 if (!is.null(kdj)) {
 df$K <- kdj[, "fastK"] * 100 # 转换为百分比
 df$D <- kdj[, "fastD"] * 100 # 转换为百分比
 df$J <- 3 * df$K - 2 * df$D # J线计算
 }
 
 # 计算RSI
 df$RSI <- tryCatch({
 RSI(df$Close, n = 14)
 }, error = function(e) {
 message(paste("计算RSI失败:", index_name, "-", e$message))
 return(rep(NA, nrow(df)))
 })
 }
 
 df$Index <- index_name
 return(df)
}

# 获取所有指数数据
all_data <- list()
for (index_name in names(indices)) {
 symbol <- indices[[index_name]]
 data <- get_stock_data(symbol)
 if (!is.null(data)) {
 prepared_data <- prepare_data(data, index_name)
 if (!is.null(prepared_data)) {
 all_data[[index_name]] <- prepared_data
 }
 }
}

# 如果没有获取到任何数据，则停止执行
if (length(all_data) == 0) {
 stop("未能获取到任何指数数据，请检查网络连接和代码设置")
}

# 合并所有数据
combined_data <- do.call(rbind, all_data)

# 1. 单独绘制价格走势图
price_plot <- ggplot(combined_data, aes(x = Date, y = Close, color = Index)) +
 geom_line(size = 0.8) +
 theme_bw() +
 theme(
 axis.title.x = element_blank(),
 axis.title.y = element_blank(),
 legend.position = "bottom",
 text = element_text(family = "SimHei")
 ) +
 scale_color_brewer(palette = "Set1") +
 scale_y_continuous(labels = comma) +
 # 为深证成指添加右侧Y轴
 scale_y_continuous(
 sec.axis = sec_axis(
 ~./max(combined_data$Close[combined_data$Index == "深证成指"], na.rm = TRUE) * 
 max(combined_data$Close[combined_data$Index != "深证成指"], na.rm = TRUE),
 name = "深证成指"
 )
 )

## Warning: Using `size` aesthetic for lines was deprecated in ggplot2 3.4.0.
## ℹ Please use `linewidth` instead.
## This warning is displayed once every 8 hours.
## Call `lifecycle::last_lifecycle_warnings()` to see where this warning was
## generated.

## Scale for y is already present.
## Adding another scale for y, which will replace the existing scale.

print(price_plot)

# 2. 单独绘制收益率走势图
return_range <- range(combined_data$Return, na.rm = TRUE)

return_plot <- ggplot(combined_data, aes(x = Date, y = Return, color = Index)) +
 geom_line(size = 0.8) +
 theme_bw() +
 theme(
 axis.title.x = element_blank(),
 axis.title.y = element_blank(),
 legend.position = "bottom",
 text = element_text(family = "SimHei")
 ) +
 scale_color_brewer(palette = "Set1") +
 scale_y_continuous(labels = percent, limits = return_range)

print(return_plot)

## Warning: Removed 3 rows containing missing values or values outside the scale range
## (`geom_line()`).

# 为每个指数单独绘制技术分析图
for (index_name in names(all_data)) {
 index_data <- all_data[[index_name]]
 
 # 筛选最近三个月的数据
 three_months_ago <- Sys.Date() - 90
 recent_data <- index_data[index_data$Date >= three_months_ago, ]
 
 # 创建蜡烛图
 candle_plot <- ggplot(recent_data, aes(x = Date)) +
 geom_linerange(aes(ymin = Low, ymax = High), color = "black", size = 0.3) +
 geom_rect(aes(xmin = Date - 0.4, xmax = Date + 0.4, 
 ymin = pmin(Open, Close), ymax = pmax(Open, Close),
 fill = Close > Open), color = "black") +
 geom_line(aes(y = SMA5, color = "SMA5"), size = 0.8) +
 geom_line(aes(y = SMA20, color = "SMA20"), size = 0.8) +
 geom_line(aes(y = SMA60, color = "SMA60"), size = 0.8) +
 scale_fill_manual(values = c("TRUE" = "red", "FALSE" = "green"), guide = FALSE) +
 scale_color_manual(values = c("SMA5" = "blue", "SMA20" = "orange", "SMA60" = "purple")) +
 theme_bw() +
 theme(
 axis.title.x = element_blank(),
 axis.title.y = element_blank(),
 axis.text.x = element_blank(),
 legend.position = "top",
 legend.title = element_blank(),
 plot.margin = unit(c(5.5, 5.5, 0, 5.5), "points"),
 text = element_text(family = "SimHei")
 )
 
 # 成交量图
 volume_plot <- ggplot(recent_data, aes(x = Date, y = Volume)) +
 geom_col(fill = "orange", alpha = 0.7) +
 theme_bw() +
 theme(
 axis.title.x = element_blank(),
 axis.title.y = element_blank(),
 axis.text.x = element_blank(),
 plot.margin = unit(c(0, 5.5, 0, 5.5), "points"),
 text = element_text(family = "SimHei")
 ) +
 scale_y_continuous(labels = comma)
 
 # MACD图
 macd_plot <- ggplot(recent_data, aes(x = Date)) +
 geom_line(aes(y = MACD, color = "MACD"), size = 0.8) +
 geom_line(aes(y = Signal, color = "Signal"), size = 0.8) +
 geom_col(aes(y = Histogram, fill = "Histogram"), alpha = 0.5) +
 geom_hline(yintercept = 0, linetype = "dashed", color = "gray") +
 scale_color_manual(values = c("MACD" = "blue", "Signal" = "red")) +
 scale_fill_manual(values = c("Histogram" = "gray")) +
 theme_bw() +
 theme(
 axis.title.x = element_blank(),
 axis.title.y = element_blank(),
 axis.text.x = element_blank(),
 legend.position = "none",
 plot.margin = unit(c(0, 5.5, 0, 5.5), "points"),
 text = element_text(family = "SimHei")
 )
 
 # RSI图
 rsi_plot <- ggplot(recent_data, aes(x = Date, y = RSI)) +
 geom_line(color = "purple", size = 0.8) +
 geom_hline(yintercept = c(30, 70), linetype = "dashed", color = "red") +
 geom_hline(yintercept = 50, linetype = "dashed", color = "gray") +
 theme_bw() +
 theme(
 axis.title.x = element_blank(),
 axis.title.y = element_blank(),
 axis.text.x = element_blank(),
 plot.margin = unit(c(0, 5.5, 0, 5.5), "points"),
 text = element_text(family = "SimHei")
 ) +
 ylim(0, 100)
 
 # KDJ图（保留日期标签）
 kdj_plot <- ggplot(recent_data, aes(x = Date)) +
 geom_line(aes(y = K, color = "K"), size = 0.8) +
 geom_line(aes(y = D, color = "D"), size = 0.8) +
 geom_line(aes(y = J, color = "J"), size = 0.8) +
 geom_hline(yintercept = c(20, 80), linetype = "dashed", color = "gray") +
 scale_color_manual(values = c("K" = "blue", "D" = "red", "J" = "green")) +
 theme_bw() +
 theme(
 axis.title.x = element_blank(),
 axis.title.y = element_blank(),
 legend.position = "top",
 legend.title = element_blank(),
 plot.margin = unit(c(0, 5.5, 5.5, 5.5), "points"),
 text = element_text(family = "SimHei")
 ) +
 ylim(0, 100)
 
 # 组合图表
 index_plot <- plot_grid(
 candle_plot,
 volume_plot,
 macd_plot,
 rsi_plot,
 kdj_plot,
 ncol = 1,
 align = "v",
 rel_heights = c(2, 1, 1, 1, 1.2)
 )
 
 final_plot <- plot_grid(
 title, index_plot,
 ncol = 1,
 rel_heights = c(0.05, 1)
 )
 
 # 显示图表
 print(final_plot)
}

## Warning: The `guide` argument in `scale_*()` cannot be `FALSE`. This was deprecated in
## ggplot2 3.3.4.
## ℹ Please use "none" instead.
## This warning is displayed once every 8 hours.
## Call `lifecycle::last_lifecycle_warnings()` to see where this warning was
## generated.

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使用卡尔曼滤波计算个股的动态贝塔

Sat, 23 Aug 2025 00:00:00 +0000

引言

在金融领域，贝塔（β）系数是资本资产定价模型（CAPM）中的核心参数，用于衡量单个资产或证券组合相对于整个市场（通常以市场指数代表）的系统性风险或波动性。具体而言，贝塔反映了市场收益率变动一个单位时，个体资产收益率的预期变动幅度。准确估计贝塔对于投资组合管理、风险控制、资产定价以及绩效评估都具有重要意义。例如，投资者可通过贝值判断资产的风险属性，进行合理的资产配置；基金经理也可依据贝塔调整投资组合的市场暴露程度。

传统的贝塔估计方法主要依赖于最小二乘（OLS）回归。通过在给定时间窗口（如1年、3年或5年）内对资产收益率与市场收益率进行线性回归，所得斜率系数即为贝塔估计值。此外，为降低短期波动带来的误差，也常采用滚动窗口回归或调整贝塔（Adjusted Beta）等方法。

然而，这些传统方法存在明显不足。首先，它们隐含假设贝塔在估计期间内是固定不变的，但事实上，受公司资本结构、经营策略、行业竞争及宏观经济环境等因素影响，资产的系统性风险可能随时间变化，即贝塔具有时变性。其次，滚动窗口回归中窗口长度的选择缺乏统一标准，较短窗口对噪声敏感，较长窗口则可能无法及时捕捉最新变化。再者，这些方法无法提供实时更新的贝塔估计，难以满足动态风险管理的需求。

为克服上述不足，本研究引入卡尔曼滤波（Kalman Filter）方法进行时变贝塔的估计。卡尔曼滤波是一种递归状态估计算法，能够从带有噪声的观测数据中最优地估计动态系统的内部状态。其核心优势在于能够实时更新状态估计，并通过建模状态变量的动态演化过程（如随机游走）来捕捉参数的时变特性。将卡尔曼滤波应用于贝塔估计，不仅可以得到随时间平滑变化的贝塔序列，还能通过状态空间模型灵活描述贝塔的动态行为，从而提供更准确、适应性的风险度量。

卡尔曼滤波原理及其在计算贝塔中的应用

卡尔曼滤波是一种最优递归数据处理算法，用于从一系列存在噪声的观测数据中估计动态系统的内部状态。其基本思想是通过结合系统模型的预测（先验估计）和当前观测值的更新，递归地得到状态的最优估计（后验估计）。该算法主要包含两个步骤：预测（时间更新）和更新（测量更新）。

基本原理

状态空间模型
卡尔曼滤波建立在状态空间模型之上，包括状态方程和观测方程：
- 状态方程（系统模型）：描述状态向量如何随时间演化
  \[x_t = F_t x_{t-1} + B_t u_t + w_t\]
  其中，\(x_t\)为\(t\)时刻的状态向量，\(F_t\)为状态转移矩阵，\(u_t\)为控制输入向量（可选），\(B_t\)为控制输入矩阵，\(w_t \sim N(0, Q_t)\)为过程噪声。
- 观测方程（测量模型）：描述观测值与状态向量的关系
  \[z_t = H_t x_t + v_t\]
  其中，\(z_t\)为\(t\)时刻的观测向量，\(H_t\)为观测矩阵，\(v_t \sim N(0, R_t)\)为观测噪声。
算法步骤
- 预测步骤：
  先验状态估计：
  \[\hat{x}_t^{-} = F_t \hat{x}_{t-1} + B_t u_t\]
  先验误差协方差：
  \[P_t^{-} = F_t P_{t-1} F_t^T + Q_t\]
- 更新步骤：
  卡尔曼增益：
  \[K_t = P_t^{-} H_t^T (H_t P_t^{-} H_t^T + R_t)^{-1}\]
  后验状态估计：
  \[\hat{x}_t = \hat{x}_t^{-} + K_t (z_t - H_t \hat{x}_t^{-})\]
  后验误差协方差：
  \[P_t = (I - K_t H_t) P_t^{-}\]

在计算贝塔时的应用

在时变贝塔估计中，我们将CAPM模型置于状态空间框架下。假设在时刻\(t\)，资产超额收益\(r_{a,t}\)与市场超额收益\(r_{m,t}\)满足：
\[r_{a,t} = \alpha_t + \beta_t r_{m,t} + \epsilon_t\]
其中，\(\alpha_t\)和\(\beta_t\)为时变参数，\(\epsilon_t\)为观测噪声。

定义状态向量为\(x_t = [\alpha_t, \beta_t]^T\)，则状态空间模型可表示为：
- 状态方程（假设参数遵循随机游走）：
\[x_t = x_{t-1} + w_t\]
其中，\(w_t\)为过程噪声，协方差矩阵为\(Q\)。
- 观测方程：
\[z_t = H_t x_t + v_t\]
其中，\(z_t = r_{a,t}\)，\(H_t = [1, r_{m,t}]\)，\(v_t = \epsilon_t\)为观测噪声，方差为\(R\)。

通过卡尔曼滤波递归处理数据，可得到状态向量（即\(\alpha_t\)和\(\beta_t\)）的最优估计。滤波结果（Filtered）基于当前及过去信息，适用于实时估计；平滑结果（Smoothed）利用全部样本信息，适用于事后分析。

R代码实例

# 安装必要的包（如果尚未安装）
if (!require("quantmod")) install.packages("quantmod") # 用于获取数据
if (!require("dlm")) install.packages("dlm") # 用于卡尔曼滤波
if (!require("ggplot2")) install.packages("ggplot2") # 用于绘图
if (!require("reshape2")) install.packages("reshape2") # 用于数据重塑

# 加载包
library(quantmod)
library(dlm)
library(ggplot2)
library(reshape2)

# 设置时间范围
start_date <- as.Date("2020-01-01")
end_date <- Sys.Date() # 使用当前日期

# 下载AAPL和SPY的日收盘价数据
getSymbols("AAPL", src = "yahoo", from = start_date, to = end_date)

## [1] "AAPL"

getSymbols("SPY", src = "yahoo", from = start_date, to = end_date)

## [1] "SPY"

# 提取收盘价并合并数据
aapl_close <- Cl(AAPL)
spy_close <- Cl(SPY)
merged_data <- merge(aapl_close, spy_close)
colnames(merged_data) <- c("AAPL", "SPY")

# 计算日对数收益率
returns <- na.omit(data.frame(
 Date = index(merged_data),
 AAPL_Return = as.numeric(ROC(merged_data$AAPL)),
 SPY_Return = as.numeric(ROC(merged_data$SPY))
))

# 使用dlm构建卡尔曼滤波模型
buildCapm <- function(parm) {
 dlmMod <- dlm(
 FF = matrix(c(1, 0), nrow=1),
 V = exp(parm[1]),
 GG = diag(2),
 W = diag(exp(parm[2:3])),
 m0 = c(0, 1),
 C0 = diag(2)
 )
 dlmMod$JFF <- matrix(c(0, 1), nrow=1)
 dlmMod$X <- returns$SPY_Return
 return(dlmMod)
}

# 初始参数猜测（取对数后的方差）
init_parm <- c(log(0.01), log(0.0001), log(0.0001))

# 使用dlmMLE优化参数
mle_result <- dlmMLE(
 y = returns$AAPL_Return,
 parm = init_parm,
 build = buildCapm
)

# 检查优化是否成功
if (mle_result$convergence != 0) {
 warning("参数优化可能未完全收敛。")
}

# 用优化后的参数构建最终的dlm模型
final_model <- buildCapm(mle_result$par)

# 运行卡尔曼滤波和平滑
filtered_result <- dlmFilter(returns$AAPL_Return, final_model)
smoothed_result <- dlmSmooth(filtered_result)

# 提取平滑后的状态估计
alpha_smoothed <- smoothed_result$s[-1, 1]
beta_smoothed <- smoothed_result$s[-1, 2]

# 提取滤波后的状态估计
alpha_filtered <- filtered_result$m[-1, 1]
beta_filtered <- filtered_result$m[-1, 2]

# 将结果添加到数据框中
returns$Alpha_Smoothed <- alpha_smoothed
returns$Beta_Smoothed <- beta_smoothed
returns$Alpha_Filtered <- alpha_filtered
returns$Beta_Filtered <- beta_filtered

# 绘制时变贝塔系数
ggplot(returns, aes(x = Date)) +
 geom_line(aes(y = Beta_Smoothed, color = "Smoothed β"), linewidth = 0.8) +
 geom_line(aes(y = Beta_Filtered, color = "Filtered β"), linewidth = 0.5, linetype = "dashed", alpha = 0.7) +
 geom_hline(yintercept = 1, linetype = "dotted", color = "black") +
 labs(title = "AAPL vs SPY: Dynamic Beta Coefficient (Kalman Filter)",
 x = "Date",
 y = "Beta Value",
 color = "Estimation Type") +
 theme_bw() +
 scale_color_manual(values = c("Smoothed β" = "darkgreen", "Filtered β" = "darkred"))

# 绘制时变阿尔法系数
ggplot(returns, aes(x = Date)) +
 geom_line(aes(y = Alpha_Smoothed, color = "Smoothed α"), linewidth = 0.8) +
 geom_hline(yintercept = 0, linetype = "dotted", color = "black") +
 labs(title = "AAPL vs SPY: Dynamic Alpha Coefficient (Kalman Filter)",
 x = "Date",
 y = "Alpha Value",
 color = "Estimation Type") +
 theme_bw() +
 scale_color_manual(values = c("Smoothed α" = "darkgreen"))

如何根据事件研究来推测市场上涨幅度

Sat, 26 Jul 2025 00:00:00 +0000

先获取稀土ETF（代码为516780）的历史行情数据：

library(quantmod)
XT <- getSymbols("516780.ss", src = "yahoo", auto.assign = FALSE)
# 获取子集数据
XT <- round(XT["2025::"],2)

绘制蜡烛图：

chartSeries(XT, theme = "white")

下面标记重大事件。包括：

2025年3月，份政府工作报告中提及要“整治行业内卷式竞争”。
2025年6月17日，全国人大公布修订后的《反不正当竞争法》。
2025年7月1日，中央财经委员会第七次会议公布要治理企业低价无序竞争。
2025年7月9日，工信部召开企业公平竞争座谈会。

在图上标记重大事件：

# 定义事件日期
event_dates <- as.Date(c("2025-03-07", 
 "2025-06-27",
 "2025-07-01",
 "2025-07-09")
 )

# 计算事件日期在子集中的相对索引
event_index <- numeric(length(event_dates))
for (i in seq_along(event_dates)) {
 event_index[i] <- which(index(XT) == event_dates[i])
}

# 添加标记点
addPoints(
 x = event_index,
 y = Ad(XT[event_dates]),
 col = "blue",
 pch = 24
)

library(qmao)
addVLine(index(XT[c("2025-03-05::2025-03-12",
 "2025-06-17::2025-06-30",
 "2025-07-01::2025-07-25")
 ]),
 col = "lightblue",
 border = "lightblue")

大同

Tue, 15 Jul 2025 00:00:00 +0000

决定去山西一趟。虽然地图上山西和北京近在咫尺，不知为啥脑海中总觉得千山万水似的。

这次要去的目的地是大同市。拜《黑神话·悟空》所赐，大同火了。查了查大同的景点还是很多的。

最主要的景点是云冈石窟，在大同市云冈区，当然不能只去云冈石窟，把周围的景点也一并视察了。

云冈石窟：是云冈区最著名的景点，距今已有 1500 年历史，是佛教艺术东传中国后，第一次由一个民族用一个朝代雕琢而成皇家风范的佛教艺术宝库，也是公元 5 世纪中西文化融合的历史丰碑。1 961 年被列为首批全国重点文物保护单位，2001 年列入 “世界文化遗产” 名录，2007 年成为国家首批 5A 级旅游景区。石窟内佛像雕刻精美，如第 5 窟的主尊坐佛是云冈的第一大佛，第 6 窟是云冈石窟中规模最大、设计最完整的洞窟。
晋华宫国家矿山公园：我国首批国家矿山公园之一，也是 “中国工业旅游示范点”“全国科普教育基地” 和国家 4A 级旅游景区。公园与云冈石窟隔河相望，以 “煤都井下探秘游” 项目为依托，游客可在此体验煤矿开采的历史文化，观赏罕见的侏罗纪煤层地质奇观。
焦山寺石窟：位于高山镇高山村北约 1000 米处，依山而建，前临十里河。石窟开凿于北魏年间，辽金时期在窟前增建木构窟檐，明嘉靖年间有所修复。寺址坐北朝南，依山势辟五层平地，窟龛分布在崖面上，窟内有壁画和泥塑佛像，第五层建有六角三层楼阁砖塔。
高山古城：位于高山镇高山村，与云冈石窟同处云冈域峪，在云冈石窟以西 16 公里。古城是明清时期九边大同重镇十三卫所之一，占地约 1200 亩，是大同市重要的古城遗址。这里有 400 余米的明城墙、瓮城和怀德桥等，见证了曾经的辉煌。
魏都水世界：坐落于西韩岭乡马辛庄村北，总占地面积 34 万平方米。景区集亲水娱乐、药浴理疗、主题游乐、特色美食等功能于一体，是山西省乃至华北地区规模最大、项目设施最完备的室内水上乐园，也是华北地区最全面的生态旅游休闲综合体。
大同煤矿 “万人坑” 纪念馆：是全国爱国主义教育基地、全国重点文物保护单位，座落在煤峪口南沟。纪念馆占地 33.7 万平方米，分为苦难展示区、文物保护区、煤炭历史展览区等部分，展现了侵华日军的残暴罪行。
禅房寺砖塔：是云冈区的国家级重点文物保护单位之一。该塔具有较高的历史文化价值，其建筑风格独特，体现了当时的建筑工艺和艺术水平，吸引着众多专家学者和游客前来参观。

古城区也值得一看。景点众多。

景点：

华严寺：位于大同市古城内西南隅，因佛教经典《华严经》而得名。始建于辽代，现存最早建筑为薄伽教藏殿，以殿宇巍峨、气势壮观闻名于世。
善化寺：位于平城区南街西侧，始建于唐代，是中国现存规模最大、最为完整的辽金时期建筑。
九龙壁：是明代王府照壁，位于古城内，其造型精美，工艺精湛，是中国古代琉璃建筑的杰出代表。
大同古城墙：位于古城中心位置，轮廓呈正方形，是明代大同府城城墙，历经修缮，展现出古朴厚重的历史风貌。
法华寺：是大同市唯一一座覆钵式琉璃喇嘛塔，寺内建筑风格独特，具有较高的艺术价值。
北魏明堂遗址公园：位于平城区南环路与向阳街之间，是重要的北魏文化遗存，也是少数民族政权和华夏多民族融合的产物。
大同方特欢乐世界：是晋冀蒙地区的高科技主题乐园，以科幻和互动体验为特色，园区由 20 多个主题项目区组成，适合各年龄段游客游玩。

博物馆：

大同市博物馆：位于御东新区太和路，是一座地志性综合博物馆，馆藏文物七万余件，基本陈列有 “沧桑代地”“魏都平城”“辽金西京”“明清重镇” 等。
梁思成纪念馆：位于御河西路和阳北门，是国内唯一一座独立纪念梁思成的展馆，展览主题为 “大师・大同”，展示了梁思成先生为保护中国古建筑所做出的贡献。
平城记忆馆：位于御河南路 1 号，以 “昨天・今天” 为主题，通过老照片、老影像等唤醒大同人的城市记忆。
北朝艺术博物馆：位于明堂公园北门，是全国唯一一家以北朝文物为专题的博物馆，展品显示出北魏时期杰出的艺术成就和高超的工匠技艺。
辽金元民族融合博物馆：位于清远街 37 号，展厅共分 “京华・锁钥”“法相・庄严” 等五个篇章，展出辽金元时期的各类礼器，展现了当时大同的经济文化面貌。
大同红色记忆馆：位于县楼南街 6 号四合院，通过 “曙光初照”“共赴国难” 等四个展示单元，回顾了大同地区革命历史。
古代铜造艺术博物馆：位于鼓楼东街 11-12 号，以明清风格建筑展现大同地区明清两代的铜造技艺和文化发展历程。

艺术馆：

念夏文化艺术中心：位于南邑历史文化街区，是古城内较大的现代艺术中心，设有 “洞窟”“星海”“叠峰” 等展示区域，展示漫威、日漫、变形金刚等主题雕塑作品。

大同平冈区主要景点：

浑源县也有景点：

北岳恒山：位于浑源县城南 4 公里处，海拔 2016.1 米，是中华五岳之一，自古为华夷之限、中原屏障，素有 “人天北柱”“绝塞名山” 之美誉。恒山以奇险秀丽的自然风光和开放包容的历史文化闻名天下，庙群规模宏大，清乾隆年间曾有 “三寺四祠九亭阁、七宫八洞十二庙” 的盛况，是道教圣地和旅游胜地。
悬空寺：始建于北魏时期，距今已有 1500 多年历史。它宛如一幅精美的浮雕镶嵌在悬崖峭壁之上，以半插飞梁为基，借岩石暗托，做到梁柱一体、廊栏相连，布局精巧。寺内三教殿供奉着佛教释迦牟尼、儒家孔子和道家老子，体现了 “三教合一” 的独特思想文化，被明代大旅行家徐霞客赞为 “天下巨观”。
浑源古城：坐落在恒山脚下，距离悬空寺 3.5 公里。古城内有金代圆觉寺砖塔、元代永安寺、元代扩建文庙等三处国家级文物保护单位。此外，还有浑源州署以及麻家大院、栗家府大院等 60 多处明清大院，古街古巷纵横交错，尽显岁月沧桑。
龙蓬峪景区：与恒山、悬空寺相连，东隔金龙峡与恒山主峰相望。峪内山形陡峭，唐河水穿峪而过，两岸植被丰茂。峪北灵鹫崖上现存金代石刻三世佛像，尤以断崖 “滴泪佛” 奇观为胜，是一处集自然风貌、人文景观、古建为一体的风景区。
千佛岭：位于千佛岭乡，方圆十几公里范围内林木茂盛、山水交融。千佛寺、碧峰寺等佛教建筑掩映其中，奇峰、怪石、林海、幽寺并称 “佛岭四绝”。文物景点星罗棋布，距今 1000 多年的千佛洞最为著名。
大云寺：位于县城西南十里处的荆庄村，始建于北魏后期，大殿主体构架为金代所建，元、明、清历代均有修缮和增补，殿内壁画精美，为国家级重点文物保护单位。
神溪湿地公园：这里遍布池塘、芦苇、游鱼，形成了独特的塞北水乡风光。公园内一层为黄芪博物馆和黄芪加工互动展销区，游客可在此了解恒山黄芪的前世今生，还能参与体验黄芪生产过程、加工技艺。
浑源凉粉文化园：是一个集浑源凉粉文化展示与旅游餐饮、休闲为一体的综合园区。园区运用文字、实物以及声光电等技术，展示浑源凉粉的历史、传承和发展，同时设置有浑源凉粉及浑源美食体验区。

第一天：云冈区之旅

上午：前往云冈石窟，这是云冈区的核心景点，可花费 3 - 4 小时仔细参观，欣赏精美的佛像雕刻，重点参观第 5 窟、第 6 窟等经典洞窟，感受千年佛教艺术的魅力。
中午：在云冈石窟附近的餐厅用餐，品尝大同特色美食，如刀削面、羊杂等。
下午：步行或乘坐短途交通工具前往晋华宫国家矿山公园，与云冈石窟隔河相望，在这里体验 “煤都井下探秘游”，了解煤矿开采历史文化，观赏侏罗纪煤层地质奇观，预计游玩 2 - 3 小时1。之后前往焦山寺石窟，欣赏北魏年间开凿的石窟、壁画和泥塑佛像，参观六角三层楼阁砖塔，游玩时间约 1 小时。
晚上：如果还有精力，可前往魏都水世界，享受亲水娱乐、药浴理疗等项目，放松身心，也可在此享用晚餐。若感觉疲惫，可直接返回住处休息。

第二天：平城区之行

上午：参观华严寺，欣赏辽代建筑风格和精美的佛教造像，尤其是薄伽教藏殿内的华严经柜和 “天宫楼阁”，游玩时间约 2 小时。接着前往相邻的善化寺，这是中国现存规模最大、最为完整的辽金时期建筑，参观时间约 1.5 小时4。
中午：在古城内找一家餐馆就餐，品尝大同传统美食。
下午：游览九龙壁，欣赏这座明代王府照壁的精美造型和精湛工艺，游玩时间约半小时。然后登上大同古城墙，漫步城墙之上，俯瞰古城风貌，可选择从一个城门上，另一个城门下，游玩时间约 2 小时。之后前往北魏明堂遗址公园，了解北魏文化，参观明堂建筑，游玩时间约 1.5 小时2。
晚上：前往平城区的特色街区，如鼓楼东街，逛逛古街，参观古代铜造艺术博物馆，感受大同的历史文化氛围，还可在此享用晚餐，品尝小吃。

第三天：浑源县之旅

上午：前往浑源县，先参观悬空寺，这是一处独特的建筑奇观，可花费 2 小时左右参观，体验 “天下巨观” 的震撼，感受 “三教合一” 的文化内涵。
中午：在悬空寺附近就餐，品尝浑源当地美食，如浑源凉粉等。
下午：前往距离悬空寺不远的北岳恒山，可选择乘坐索道上山，然后徒步游览恒山庙群等景点，欣赏奇险秀丽的自然风光，游玩时间约 3 - 4 小时。如果时间充裕，还可顺道参观浑源古城，感受古城的历史韵味，参观圆觉寺砖塔、永安寺等古迹。
晚上：结束行程，返回出发地或前往下一个目的地。

使用机器学习模型(xgboost）来预测纳斯达克 100 指数

Mon, 14 Jul 2025 00:00:00 +0000

引言

XGBoost（eXtreme Gradient Boosting）是一种高效的梯度提升算法，在数据科学和机器学习领域广泛应用，尤其擅长处理结构化数据的回归和分类问题。以下从数学原理、发展历程、使用方法和竞争算法四个方面进行详细介绍：

一、数学原理

XGBoost 是梯度提升框架（Gradient Boosting）的优化实现，其核心思想是迭代地训练多个弱学习器（通常是决策树），并将它们组合成一个强学习器。

具体数学原理如下：

1.目标函数

XGBoost 的目标函数由两部分组成：

损失函数：衡量模型预测值与真实值之间的误差（如均方误差 MSE、对数损失 log loss 等）。 正则化项：控制模型复杂度，防止过拟合，包括树的数量、深度、叶子节点数等。

目标函数表达式：

\[ \text{Obj}(\theta) = \sum_{i=1}^n L(y_i, \hat{y}_i) + \sum_{k=1}^K \Omega(f_k) \]

其中：

\(L(y_i, \hat{y}_i)\) 是样本 \(i\) 的损失函数，\(\hat{y}_i\) 是预测值，\(y_i\) 是真实值。
\(\Omega(f_k)\) 是第 \(k\) 棵树的正则化项，通常包括树的复杂度（如叶子节点数、叶子节点权重的 L2 正则化）。

2.梯度提升迭代

XGBoost 通过迭代方式逐步优化目标函数：

初始化模型为常数预测： \(\hat{y}_i^{(0)} = \text{argmin}_c \sum_{i=1}^n L(y_i, c)\) 。

对于每一轮迭代 \(t\) ：

计算损失函数关于当前预测值的梯度（一阶导数）和海森矩阵（二阶导数）。
训练一棵新的决策树 \(f_t\) ，拟合这些梯度（即预测梯度方向）。
更新预测值：\(\hat{y}_i^{(t)} = \hat{y}_i^{(t-1)} + \eta f_t(x_i)\) ，其中 \(\eta\) 是学习率（控制每次迭代的步长）。

3.决策树优化

XGBoost 在构建决策树时采用了以下优化策略：

精确贪心算法：通过枚举所有特征的所有可能分割点，找到最优分割。
近似算法：对于大规模数据，使用直方图近似快速找到分割点。
缺失值处理：自动学习缺失值的最优分裂方向。
正则化剪枝：通过正则化项控制树的复杂度，避免过拟合。

二、发展历程

2014 年：陈天奇（Tianqi Chen）在华盛顿大学读博期间开发了 XGBoost 的原型，最初作为研究项目用于解决大规模机器学习问题。
2015 年：XGBoost 作为开源项目发布，因其在 Kaggle 竞赛中的优异表现迅速走红，成为数据科学领域的主流算法之一。
2016 年：陈天奇加入微软，带领团队进一步优化 XGBoost，支持分布式计算和云计算平台。
2017 年至今：XGBoost 持续更新，增加了更多功能（如 DART、GPU 加速、特征重要性分析等），并被集成到多种编程语言和工具中（如 Python、R、Scala 等）。

三、如何使用

我们将用联邦基金有效利率和失业率为输入参数，按照 xgboost 模型对纳斯达克 100 指数月度数据进行建模。

# 加载必要的R包
library(tidyquant) # 获取数据

## Registered S3 method overwritten by 'quantmod':
## method from
## as.zoo.data.frame zoo

## ── Attaching core tidyquant packages ────────────────── tidyquant 1.0.11.9000 ──
## ✔ PerformanceAnalytics 2.0.8 ✔ TTR 0.24.4
## ✔ quantmod 0.4.28 ✔ xts 0.14.1
## ── Conflicts ────────────────────────────────────────── tidyquant_conflicts() ──
## ✖ zoo::as.Date() masks base::as.Date()
## ✖ zoo::as.Date.numeric() masks base::as.Date.numeric()
## ✖ PerformanceAnalytics::legend() masks graphics::legend()
## ✖ quantmod::summary() masks base::summary()
## ℹ Use the conflicted package (<http://conflicted.r-lib.org/>) to force all conflicts to become errors

library(tidyverse) # 数据处理与可视化的核心包集合

## ── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ──
## ✔ dplyr 1.1.4 ✔ readr 2.1.5
## ✔ forcats 1.0.0 ✔ stringr 1.5.1
## ✔ ggplot2 3.5.2 ✔ tibble 3.3.0
## ✔ lubridate 1.9.4 ✔ tidyr 1.3.1
## ✔ purrr 1.0.4 
## ── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
## ✖ dplyr::filter() masks stats::filter()
## ✖ dplyr::first() masks xts::first()
## ✖ dplyr::lag() masks stats::lag()
## ✖ dplyr::last() masks xts::last()
## ℹ Use the conflicted package (<http://conflicted.r-lib.org/>) to force all conflicts to become errors

library(tidymodels) # 机器学习建模框架

## ── Attaching packages ────────────────────────────────────── tidymodels 1.3.0 ──
## ✔ broom 1.0.8 ✔ rsample 1.3.0
## ✔ dials 1.4.0 ✔ tune 1.3.0
## ✔ infer 1.0.9 ✔ workflows 1.2.0
## ✔ modeldata 1.4.0 ✔ workflowsets 1.1.1
## ✔ parsnip 1.3.2 ✔ yardstick 1.3.2
## ✔ recipes 1.3.1 
## ── Conflicts ───────────────────────────────────────── tidymodels_conflicts() ──
## ✖ scales::discard() masks purrr::discard()
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## ✖ dials::momentum() masks TTR::momentum()
## ✖ yardstick::spec() masks readr::spec()
## ✖ recipes::step() masks stats::step()

library(modeltime) # 时间序列建模与预测

## 
## Attaching package: 'modeltime'
## 
## The following object is masked from 'package:TTR':
## 
## growth

library(timetk) # 时间序列数据处理工具

## 
## Attaching package: 'timetk'
## 
## The following object is masked from 'package:tidyquant':
## 
## FANG

# 获取失业率数据 (UNRATE)
df_unrate <- 
 tq_get("UNRATE", get = "economic.data") %>% 
 select(date, unrate = price) # 重命名价格列为unrate

# 获取联邦基金有效利率数据 (FEDFUNDS)
df_fedfunds <- 
 tq_get("FEDFUNDS", get = "economic.data") %>% 
 select(date, fedfunds = price) # 重命名价格列为fedfunds

# 获取纳斯达克100指数数据
df_nasdaq <- 
 tq_get("^NDX") %>% 
 tq_transmute(select = close, # 选择收盘价
 mutate_fun = to.monthly, # 转换为月度数据
 col_rename = "nasdaq") %>% # 重命名列
 mutate(date = as.Date(date)) # 确保日期格式正确

# 合并三个数据集
df_merged <- 
 df_unrate %>% 
 left_join(df_fedfunds) %>% 
 left_join(df_nasdaq) %>% 
 drop_na() # 删除包含缺失值的行

## Joining with `by = join_by(date)`
## Joining with `by = join_by(date)`

# 时间序列数据分割
splits <- 
 time_series_split(
 df_merged,
 assess = "1 year", # 测试集为1年数据
 cumulative = TRUE # 训练集包含所有历史数据
 )

## Using date_var: date

df_train <- training(splits) # 提取训练集
df_test <- testing(splits) # 提取测试集

# 创建机器学习预处理配方
recipe_ml <- 
 recipe(nasdaq ~ ., df_train) %>% # 以nasdaq为目标变量
 step_date(date, features = "month", ordinal = FALSE) %>% # 从日期提取月份特征
 step_dummy(all_nominal_predictors(), one_hot = TRUE) %>% # 将分类变量转为虚拟变量
 step_mutate(date_num = as.numeric(date)) %>% # 将日期转换为数值型
 step_normalize(all_numeric_predictors()) %>% # 标准化数值预测变量
 step_rm(date) # 移除原始日期列

# 定义XGBoost提升树模型规格，设置超参数为待调优
mod_spec <- 
 boost_tree(trees = tune(), # 树的数量
 min_n = tune(), # 节点最小样本量
 tree_depth = tune(), # 树的最大深度
 learn_rate = tune()) %>% # 学习率
 set_engine("xgboost") %>% # 使用xgboost引擎
 set_mode("regression") # 设置为回归模式

# 提取模型的超参数集
mod_param <- extract_parameter_set_dials(mod_spec)

# 设置随机种子确保结果可复现
set.seed(1234)

# 创建随机超参数网格（50种组合）
model_tbl <- 
 mod_param %>% 
 grid_random(size = 50) %>%
 create_model_grid(
 f_model_spec = boost_tree,
 engine_name = "xgboost",
 mode = "regression"
 )

# 从网格中提取模型列表
model_list <- model_tbl$.models

# 创建工作流集，将预处理配方与不同模型规格组合
model_wfset <- 
 workflow_set(
 preproc = list(recipe_ml), # 使用之前定义的预处理配方
 models = model_list, # 使用超参数网格生成的模型列表
 cross = TRUE # 交叉组合配方和模型
 )

# 使用并行计算加速模型训练
model_parallel_tbl <- 
 model_wfset %>%
 modeltime_fit_workflowset(
 data = df_train, # 使用训练集数据
 control = control_fit_workflowset(
 verbose = TRUE, # 显示训练进度
 allow_par = TRUE # 允许并行计算
 )
 )

## ℹ Fitting Model: 1
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## Total time | 22.065 seconds

# 评估模型在测试集上的准确性
model_parallel_tbl %>% 
 modeltime_calibrate(new_data = df_test) %>% # 校准模型
 modeltime_accuracy() %>% # 计算准确性指标
 table_modeltime_accuracy() # 以表格形式展示结果

## Warning: There were 12 warnings in `dplyr::mutate()`.
## The first warning was:
## ℹ In argument: `.nested.col = purrr::map(...)`.
## Caused by warning:
## ! A correlation computation is required, but `estimate` is constant and has 0
## standard deviation, resulting in a divide by 0 error. `NA` will be returned.
## ℹ Run `dplyr::last_dplyr_warnings()` to see the 11 remaining warnings.

# 选择表现最好的模型（这里假设是RECIPE_BOOST_TREE_27）
# 并在测试集上进行校准
calibration_tbl <- 
 model_parallel_tbl %>%
 filter(.model_desc == "RECIPE_BOOST_TREE_27") %>% 
 modeltime_calibrate(df_test)

# 生成预测并绘制预测区间
calibration_tbl %>% 
 modeltime_forecast(
 new_data = df_test, # 在测试集上进行预测
 actual_data = df_merged %>%
 filter(date >= as.Date("2024-07-01")) # 实际数据从2024-07-01开始
 ) %>%
 plot_modeltime_forecast(
 .interactive = FALSE, # 生成静态图表
 .legend_show = FALSE, # 不显示图例
 .line_size = 1.5, # 设置线条粗细
 .color_lab = "", # 设置颜色标签
 .title = "NASDAQ 100" # 设置图表标题
 ) +
 # 添加副标题（使用markdown格式）
 labs(subtitle = "<span style = 'color:dimgrey;'>预测区间</span><br><span style = 'color:red;'>机器学习模型</span>") + 
 # 设置x轴（日期）格式
 scale_x_date(
 expand = expansion(mult = c(.1, .15)), # 设置x轴扩展
 labels = scales::label_date(format = "%b'%y") # 设置日期标签格式
 ) +
 # 设置y轴（纳斯达克指数）格式为货币格式
 scale_y_continuous(labels = scales::label_currency()) +
 # 设置图表主题
 theme_minimal(base_family = "Roboto Slab", base_size = 20) +
 theme(
 legend.position = "none", # 不显示图例
 plot.background = element_rect(fill = "azure", color = "azure"), # 设置背景颜色
 plot.title = element_text(face = "bold"), # 设置标题字体为粗体
 axis.text = element_text(face = "bold"), # 设置坐标轴标签字体为粗体
 plot.subtitle = ggtext::element_markdown(face = "bold") # 设置副标题为markdown格式并加粗
 )

## Warning in max(ids, na.rm = TRUE): no non-missing arguments to max; returning
## -Inf

四、竞争算法

XGBoost 的主要竞争对手包括：

1. LightGBM

开发者：微软（2017 年发布）。

特点：

基于直方图的决策树构建，速度比 XGBoost 更快。
支持 Leaf-wise（按叶子生长）的树生长策略，而不是 XGBoost 的 Level-wise（按层生长）。
内存占用更小，适合大规模数据集。
适用场景：超大规模数据集、需要快速迭代的场景。

2. CatBoost

开发者：Yandex（2017 年发布）。

特点：

自动处理类别特征（无需手动编码）。
采用对称树结构，减少过拟合风险。
支持 GPU 加速和分布式训练。

适用场景：包含大量类别特征的数据集（如推荐系统、广告点击预测）。

3. Random Forest

特点：

基于 Bagging 思想的集成学习算法，并行训练多棵决策树。
对异常值和过拟合更鲁棒。
计算复杂度较低，但预测精度可能低于 Boosting 算法。

适用场景：快速 baseline 模型、对解释性要求较高的场景。

4. Neural Networks（神经网络）

特点：

适用于非结构化数据（如图像、文本、语音）。
需要大量数据才能表现良好。
计算资源消耗大，训练时间长。

适用场景：深度学习擅长的领域（如计算机视觉、自然语言处理）。

五、算法选择建议

数据规模较小：可尝试 Random Forest 或 CatBoost（处理类别特征更方便）。
数据规模中等：XGBoost 和 LightGBM 均可，XGBoost 更成熟，LightGBM 速度更快。
包含大量类别特征：优先使用 CatBoost。
追求极致速度：选择 LightGBM。
非结构化数据：考虑神经网络（如 CNN、Transformer）。

XGBoost 的优势在于其高效性、灵活性和广泛的应用场景，尤其在 Kaggle 竞赛和工业界的结构化数据分析中表现突出。

《人的全景》读书笔记：洞察行为逻辑，突破认知牢笼

Tue, 08 Jul 2025 00:00:00 +0000

池宇峰的 《人的全景：弹簧人、思维体操与进步》 并非一本传统的心理学或管理学著作。它是一位成功的企业家、连续创业者（洪恩教育、完美世界等创始人）基于多年实践观察、深度思考，融合心理学、行为学、神经科学等知识，构建的一套解释人类思维与行为规律的原创性框架。

本书的精华之处在于提供一个简洁而有力的模型——“全因模型”——用以拆解我们绝大多数行为背后的底层逻辑，并针对阻碍个人（尤其是职场）进步的常见思维陷阱，提供系统性的诊断工具（思维错误树）和实战解决方案（7层阶梯与26个思维体操）。

一、全因模型：解码行为动机的万能钥匙

池宇峰开篇即提出核心命题：人的一切思想和行为，其根本动机皆可归结为一点——维持内在的“平衡态” 。这不仅是生理的（如体温、血糖稳定），更是心理的（安全感、归属感、尊重、自我实现的需求满足）。

全因模型由五大模块构成一个动态循环系统：

平衡态： 人生存与感知良好的基准状态。这是所有行为的起点与终极目标。
失衡源： 打破平衡态的力量。分为四类：
- 内部生理失衡： 如饥饿（代谢需求）。
- 内部心理失衡： 未被满足的欲望（储存于“压力欲望库”）。
- 外部生理失衡： 环境刺激（如强光、噪音）。
- 外部心理失衡： 源于比较器——模型中最关键的心理失衡触发器。无论是自我比较（纵向，与过去的自己比）、社会比较（横向，与他人比财富、地位、能力）还是自然比较（生存层面），比较的结果（优劣感）是心理失衡的主要来源。发奖金时的心理波动是典型例证。
负反馈： 恢复平衡的行动引擎。分为三种：
- 自动负反馈： 生理层面的无意识调节（如笑一阵子会自然停止）。
- 行为负反馈： 有意识的外在行动（如饿了去找吃的，遇到危险躲避）。
- 认知负反馈： 当行动困难或代价过高时，通过改变认知来恢复平衡（即启动平衡补偿机制）。这是心理调适的核心，也是诸多“自欺”行为的根源。
经验价值清单： 负反馈行动的决策依据库。它并非天生，而是由四部分动态构建：
- 经历清单： 亲身经历或外界输入的信息库，每个经历被打上“利益分数”（正/负向感受）。
- 经验清单： 从经历中归纳的规律，或通过“非逻辑接受”直接植入的观念（如父母教诲）。
- 价值清单： 在特定场景下，被调用的、利益分数为正或负的经验集合，用于计算当下行动的利弊。
- 价值观清单： 更为稳定和核心的底层信念体系，由重要经历和环境塑造，随年龄增长趋于固化。它深刻影响前三者的形成与调用。
平衡补偿机制： 当行为负反馈难以实施或无效时，认知负反馈的主要执行者，被形象地称为“弹簧人”。其工作方式极具弹性（亦具欺骗性）：
- 改变经验的重要性： 调整价值清单中某条经验的“利益分数”权重（如将“必须每周健身5天”逐步降级为“不运动也行”）。
- 强行改变经验的确定性： 调高或调低某条经验生效的概率（如买彩票者高估中奖概率）。
- 寻找合理理由/台阶： 归因于外部不可抗力（100%合理理由），启用新比较维度（平衡补偿），或彻底降低标准/期望（认命）。

全因模型的运行逻辑： 信息（含比较结果）通过感官（眼耳鼻舌身意）输入，引发平衡态失衡，产生“需要”和动机。个体依据“经验价值清单”分析现状，计算利弊，选择能耗最低的“负反馈”路径（优先行为，其次认知）来恢复平衡。若行为无效或不愿行动，“弹簧人”（平衡补偿机制）即介入，通过认知调整达成心理平衡。“利益脂肪”（储存名利权智爱等资源）的概念，则类比生物储存脂肪，被视为应对未来不确定性、保障未来负反馈顺利进行的储备。

二、思维错误地图：进步路上的隐形陷阱

基于全因模型，池宇峰在实践篇系统性地绘制了阻碍进步的“思维错误树”，主要归结为三大根源及衍生的枝节错误：

本能之错： 源于生物本能与情绪。
- 情绪失控： 冲动、暴怒（延迟法应对）。
- 过度比较： 引发嫉妒（向上比时）与傲慢（向下比时）（应对：专注自我提升/培养同喜心；直面缺点）。
- 欲望无限/贪婪： (应对：学会感恩)。
- 变化惰性： 抗拒离开舒适区。
- 囤积“利益脂肪”。
不知之障： 源于认知局限与信息边界。
- 信息边界限制：
  - 假设信息填补： 沟通中，人们会用自身经验（75%）填补对他人的未知（25%），导致误解（“你眼中的他人，是75%的自己”）。应对：建立人群行为模型，多参考第三方意见。
  - 沟通ABCD理论： 信息从A（想法）到B（表达）到C（接收）到D（解读）必然层层流失。应对：充分多角度表达(B)，多确认理解(C)，职业化直面误解(D)。
  - 高山俯瞰效应： 低层级者难以理解高层级的视野与行为（“站在山脚下的人看不懂山顶的人”）。。
- 不知有不知无： “不知道自己不知道”，导致盲目自信（应对：放大镜思维，看清差距细节）。
- 雪山困境： 人至高处，弱点暴露风险更大。
- 错误价值观。
弹簧迷雾： 源于“弹簧人”维护判断力自信的扭曲机制。
- 维持判断力自信： 人本能地需要相信自己判断正确以避免焦虑。
  - 期待性询证（证实性偏差）： 只寻找和接受支持自己观点的信息。应对：引入“科学家思维”，主动“证伪”，运用“30%原则”（事前将预期利益打三折，事后在自我责任上加三成）。
  - 记忆修改： 记忆被压缩和依据现有观念重构，可能扭曲以符合当前认知。
  - 自我说服： 事前找理由（夸大利益，低估成本），事后找台阶（归咎于运气等外部因素）。
  - 单倾选择： 为利己选择寻找“冠冕堂皇”的借口。应对：“利益加减法”分析真实动机。
  - 饭碗正义： 以“正义”之名保护自身利益。
- 终极局限：自查无错： “行检同一法”——用同一套经验价值清单指导行动并检查结果，极难发现自身根本性错误。这是领导者（“统帅”）止步的关键。

三、进步的阶梯：7层挑战与26个思维体操

针对个人在职业发展不同阶段面临的核心困境，池宇峰提出了7层进步阶梯：

夯实基础：本性 - 克服本能之错（情绪、欲望、比较）。
新手起步：沟通 - 跨越信息边界，解决沟通障碍。
初级挑战：观念 - 更新错误价值观，克服“前观念法官”（旧观念裁决新信息）、“小鸭子”（幼年经历烙印）、“旧观念胜出”、“无法说服”等。
中级蜕变：改变 - 克服“改变活化能”（启动改变所需的高额初始能量）、“改变虚弱期”（改变初期效果可能更差）、“变化惰性”。提出“扳道工”概念，强调人生轨道可控。
中级飞跃：创新 - 揭示“创新即叠加”（已有元素的组合），探讨如何保护“创意丑小孩”（初期脆弱的创意）及创新方法。
高级进阶：不知之障 - 突破认知盲区（高山俯瞰、不知有不知无、雪山困境、知边界）。
总裁跨越：弹簧迷雾与统帅止步：终极局限 - 穿透自我欺骗的迷雾，直面“自查无错”的终极挑战。

为了攀爬这七层阶梯，书中提供了26种“思维体操”——即具体、可操作的思维训练方法。例如：

应对沟通障碍： 模型法识人、ABCD沟通确认法。
更新观念： “拆地基”法（追溯观念底层逻辑并与公理/人性对比）、“假设他人有理”法、“多宝豆”法（拥抱新观念）。
启动改变： 借助外部“催化剂”、预估困难减半、“小步子原理”（分解目标至最低活化能）。
克服虚弱期： 重设比较对象（与起点0比较）、重视练习与反馈。
对抗弹簧迷雾： 科学家思维（证伪）、30%原则、利益加减法。
应对自查无错： 主动寻求外部挑战者（引入竞争）、引入第二套经验价值清单（寻求不同视角者意见）。

四、评价与启示：全景的洞察与未尽的探索

《人的全景》的价值在于其强大的整合性与实践导向：

简洁有力的元模型： 全因模型（特别是平衡态、比较器、弹簧人）提供了一个高度概括且易于理解的框架，将纷繁复杂的人类行为动机统一到“维持平衡”这一核心驱动力下，具有很强的解释力，尤其对非理性行为、认知偏差、自我欺骗等现象的洞察深刻。
系统性的错误诊断： 思维错误树（本能之错、不知之障、弹簧迷雾）逻辑清晰，覆盖面广，为读者识别自身思维盲点和行为陷阱提供了一面镜子。
实战工具箱： 7层阶梯的划分结合26种思维体操，将理论落地为可执行的步骤，针对职场不同阶段的痛点提供解决方案，体现了作者作为实干家的本色。
生动的隐喻： “弹簧人”、“利益脂肪”、“扳道工”、“小鸭子”、“高山俯瞰”等概念形象贴切，易于记忆和传播，降低了理解门槛。

然而，本书也存在一些局限：

理论的原创性与严谨性： 全因模型虽具整合性，但其核心组件（如平衡态、认知失调理论、证实性偏差等）在心理学、行为经济学中已有深厚研究。书中虽有融合，但部分概念的界定和关系的论证略显简略或带有作者个人色彩，学术严谨性有待商榷。
粘合度问题： 理论篇（全因模型）与实践篇（职场错误与阶梯）的衔接并非天衣无缝，有时略显割裂。
普适性与深度： 7层阶梯和26种体操虽覆盖面广，但部分解决方案可能略显泛化，其在不同个体、复杂情境下的普适性和深入有效性可能需要结合自身情况进一步探索和验证。对“自查无错”等深层局限的破解之道，更多是方向性提示（如引入外部视角），缺乏更震撼的突破方案。
文风与结构： 部分内容在表述上稍显冗长或重复，逻辑流畅性偶有不足。

五、写在最后：认识自己，方能掌控人生

《人的全景》的核心价值，正如其副标题所示，在于帮助我们理解“弹簧人”般的自我平衡（常带欺骗性）特性，并通过持续的“思维体操”训练，实现认知升级与行为优化，最终获得“进步”。它并非一本提供速成成功学的秘籍，而是一本关于“认识自己”的说明书。

池宇峰在书中强调：“进步的最佳方法就是认清自己，同时有针对性地持续改进。” 理解全因模型的运行机制，洞察“弹簧人”维持心理平衡的把戏，认清“自查无错”的终极局限，并运用思维体操去主动调试自己的经验价值清单、克服思维错误、跨越进步阶梯的障碍，我们才能真正从被自身隐藏特性操控的“跑车”，转变为能更好驾驭自己、驶向目标的人生驾驶员。

尽管存在理论整合的争议和实践深化的空间，本书所提供的高度凝练的认知框架、系统性的错误清单以及丰富的思维训练工具，对于渴望突破认知边界、提升决策质量、在职场和生活中获得更高效能的人士而言，无疑具有重要的启发意义和实用价值。它促使我们更清醒地审视自身行为背后的逻辑，更勇敢地挑战思维深处的惰性与迷雾，为实现真正的、可持续的进步提供了一条值得探索的路径。所谓“成熟”，在池宇峰看来，正是“一个人有足够经验，能够更精准地分析自己失衡的原因，同时熟练掌握负反馈方法的一种状态”。阅读《人的全景》，正是迈向这种清醒“成熟”的重要一步。

基于 LPPL 模型的纳斯达克指数泡沫检测与预测分析

Fri, 04 Jul 2025 00:00:00 +0000

摘要

本文运用 Log-Periodic Power Law (LPPL) 模型对纳斯达克指数进行分析，旨在识别市场中的泡沫特征并预测潜在的趋势转折点。LPPL 模型结合了幂律和对数周期振荡，能够捕捉金融市场中的非线性特征和临界现象。

通过 R 语言实现模型拟合与参数估计，我们对纳斯达克指数在不同历史时期的泡沫形成与破裂过程进行了实证研究，并验证了模型在市场极端波动情况下的应用价值。

LPPL 模型理论基础

LPPL 模型由 Didier Sornette 提出的一种用于描述金融市场泡沫和崩溃的数学模型，其核心思想是将价格的加速上涨（或下跌）与对数周期性振荡相结合，反映市场参与者的从众心理和正反馈机制。

LPPL 模型的数学表达式为：

\[ \ln P(t) = A + B(t_c - t)^\beta + C(t_c - t)^\beta \cos\left[\omega \ln(t_c - t) + \phi\right] \]

其中：

\(P(t)\) 是资产价格
\(t_c\) 是临界时间点（泡沫破裂的理论时间）
\(\beta\) 是幂律指数（ \(0 < \beta < 1\) ），控制价格加速上涨的速率
\(\omega\) 是振荡频率，控制对数周期振荡的周期
\(\phi\) 是相位角，控制振荡的起始位置
\(A, B, C\) 是常数参数，分别表示价格基准水平、趋势方向和振荡幅度

模型各部分的经济学解释

幂律部分 \(B(t_c - t)^\beta\) :

加速特征：当 t 趋近于 \(t_c\) 时，\((t_c - t)^\beta\) 趋近于 0，但由于 \(\beta < 1\)，其导数会趋向无穷大，导致价格加速上涨（若 \(\beta<0\) 则为加速下跌）。
市场含义：反映投资者的从众心理和正反馈机制，随着泡沫接近破裂，价格变化速率不断加快。

对数周期振荡部分 \(C(t_c - t)^\beta \cos\left[\omega \ln(t_c - t) + \phi\right]\) ：

对数周期性：振荡频率随时间对数变化，表现为周期逐渐缩短的波动。
市场含义：反映市场参与者的情绪波动和多空博弈。随着临界时间点临近，投资者对泡沫破裂的预期增强，导致市场波动加剧且周期变短。

模型中的参数都有明确的经济学意义。其中，\(t_c\) 表示模型预测的泡沫破裂时间点；\(\beta\) 反映市场的脆弱性，\(\beta\) 越小表示价格加速越快，泡沫越脆弱；\(\omega\) 与市场参与者的群体行为周期相关，较高的 \(\omega\) 表示市场情绪波动更频繁。

估计模型参数

估计 LPPL 模型的核心是通过历史价格数据找到一组参数 \(\{A, B, C, \beta, \omega, \phi, t_c\}\)，使得模型预测值与实际价格的拟合误差最小化。这通常通过以下步骤实现：

目标函数构建

定义残差平方和（SSE）作为目标函数：

\[ \text{SSE} = \sum_{i=1}^N \left[ \ln P(t_i) - \left( A + B(t_c - t_i)^\beta + C(t_c - t_i)^\beta \cos\left(\omega \ln(t_c - t_i) + \phi\right) \right) \right]^2 \]

其中 \(P(t_i)\) 是实际价格，\(N\) 是样本量。

由于 LPPL 模型是非线性的，且参数之间存在复杂的相互作用，通常使用全局优化算法求解，如：

差分进化算法（DE）：在 R 代码中使用的 DEoptim 包即基于此算法
遗传算法（GA）
模拟退火算法

为确保参数的合理性，还需设置对参数的约束条件，具体如下：

\(t_c > \text{当前时间}\) ：临界时间必须在未来
\(0 < \beta < 1\) ：确保幂律部分的加速特性
\(\omega > 2\pi\) ：确保存在足够的振荡周期
\(A > 0\) ：确保对数价格有意义

由于模型包含对数和幂指数运算，当 t 接近 \(t_c\) 时容易出现数值溢出或下溢。在实际计算中，通常需要：

对 \(t_c - t\) 设置最小值（如 1e-10）。
对结果设置合理的上下限。
在对数空间进行计算，再转换回价格空间。

R 语言实现 LPPL 模型分析

下面是使用 R 语言实现 LPPL 模型分析纳斯达克指数的完整代码：

# 加载必要的包
library(quantmod)
library(DEoptim)
library(ggplot2)
library(reshape2)
library(showtext)
font_add("SimHei", regular="SimHei.ttf")
showtext_auto()

# 获取纳斯达克指数数据
getSymbols("^IXIC", from = "2024-01-01", to = Sys.Date())

## [1] "IXIC"

nasdaq <- IXIC$IXIC.Close
names(nasdaq) <- "Close"

# 数据预处理
prices <- as.numeric(nasdaq)
dates <- index(nasdaq)
t <- seq_along(prices)

# LPPL模型函数（优化数值稳定性）
lppl <- function(t, tc, beta, omega, phi, A, B, C) {
 safe_diff <- pmax(tc - t, 1e-10)
 power_term <- safe_diff^beta
 cos_term <- cos(omega * log(safe_diff) + phi)
 result <- A + B * power_term + C * power_term * cos_term
 result <- pmax(pmin(result, 20), -20)
 return(result)
}

# 残差平方和函数
lppl_sse <- function(params, t, y) {
 tc <- params[1]
 beta <- params[2]
 omega <- params[3]
 phi <- params[4]
 A <- params[5]
 B <- params[6]
 C <- params[7]
 
 if (tc <= max(t) + 1 || beta <= 0 || beta >= 1 || omega <= 0 || A < 0) {
 return(1e10)
 }
 
 y_pred <- lppl(t, tc, beta, omega, phi, A, B, C)
 sum((log(y) - y_pred)^2)
}

# 定义参数优化边界
lower <- c(max(t) + 5, 0.1, 2 * pi, 0, min(log(prices)), -100, -100)
upper <- c(max(t) + 365, 0.9, 10 * pi, 2 * pi, max(log(prices)), 100, 100)

# 差分进化算法优化
set.seed(123)
result <- DEoptim(lppl_sse, lower, upper,
 control = list(itermax = 200, NP = 100, strategy = 2, trace = TRUE),
 t = t, y = prices)

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best_params <- result$optim$bestmem
names(best_params) <- c("tc", "beta", "omega", "phi", "A", "B", "C")

# 计算拟合值
fitted_values <- lppl(t, best_params["tc"], best_params["beta"],
 best_params["omega"], best_params["phi"],
 best_params["A"], best_params["B"], best_params["C"])
predicted_prices <- exp(fitted_values)

# 预测未来120天（修正行数不一致问题）
future_t <- seq(max(t), max(t) + 119) # 改为119确保总天数120
future_fitted <- sapply(future_t, function(x) {
 if (x >= best_params["tc"] - 1e-5) {
 best_params["A"]
 } else {
 lppl(x, best_params["tc"], best_params["beta"],
 best_params["omega"], best_params["phi"],
 best_params["A"], best_params["B"], best_params["C"])
 }
})
future_prices <- exp(future_fitted)
future_dates <- seq(max(dates), by = "day", length.out = 120)

# 可视化结果（确保数据长度一致）
plot_data <- data.frame(
 Date = c(dates, future_dates),
 Price = c(prices, future_prices),
 Type = c(rep("Actual", length(prices)), rep("Predicted", length(future_prices)))
)

p1 <- ggplot(plot_data, aes(x = Date, y = Price, color = Type)) +
 geom_line() +
 geom_vline(xintercept = as.Date(dates[1]) + best_params["tc"], linetype = "dashed") +
 labs(title = "纳斯达克指数LPPL模型拟合与预测",
 y = "指数值",
 x = "日期") +
 scale_color_manual(values = c("Actual" = "blue", "Predicted" = "red")) +
 theme_minimal()

# 分析对数周期振荡
oscillations <- best_params["C"] * (best_params["tc"] - t)^best_params["beta"] * 
 cos(best_params["omega"] * log(best_params["tc"] - t) + best_params["phi"])

# 可视化振荡部分
osc_data <- data.frame(
 Date = dates,
 Oscillation = oscillations
)

p2 <- ggplot(osc_data, aes(x = Date, y = Oscillation)) +
 geom_line(color = "blue") +
 geom_hline(yintercept = 0, linetype = "dashed", color = "gray") +
 labs(title = "LPPL模型中的对数周期振荡",
 y = "振荡幅度",
 x = "日期") +
 theme_minimal()

# 预测未来价格走势（增加稳定性检查）
future_t <- seq(max(t), max(t) + 120, by = 1) # 预测未来120天
future_fitted <- numeric(length(future_t))

for(i in seq_along(future_t)) {
 if(future_t[i] >= best_params["tc"] - 1) {
 future_fitted[i] <- fitted_values[length(fitted_values)]
 } else {
 future_fitted[i] <- lppl(future_t[i], best_params["tc"], best_params["beta"], 
 best_params["omega"], best_params["phi"], 
 best_params["A"], best_params["B"], best_params["C"])
 }
}

future_prices <- exp(future_fitted)
future_prices <- ifelse(is.finite(future_prices), future_prices, NA)

future_dates <- seq(max(dates), by = "day", length.out = length(future_t))

# 合并历史与预测数据
prediction_data <- data.frame(
 Date = c(as.Date(dates), future_dates),
 Price = c(prices, future_prices),
 Type = c(rep("历史", length(prices)), rep("预测", length(future_prices)))
)

# 可视化预测结果
p3 <- ggplot(prediction_data, aes(x = Date, y = Price, color = Type)) +
 geom_line() +
 geom_vline(xintercept = as.numeric(max(dates)), linetype = "dashed", color = "gray") +
 labs(title = "纳斯达克指数LPPL模型预测",
 y = "指数值",
 x = "日期") +
 scale_color_manual(values = c("历史" = "black", "预测" = "red")) +
 theme_minimal()

print(p1)

print(p2)

print(p3)

# 输出关键参数
cat("LPPL模型参数估计结果:\n")

## LPPL模型参数估计结果:

print(best_params)

## tc beta omega phi A B 
## 464.93853499 0.10526956 6.67057660 4.16264248 9.89953086 -0.05898808 
## C 
## -0.04829888

cat("\n预测的临界时间点:", as.character(as.Date(dates[1] + round(best_params["tc"]))), "\n")

## 
## 预测的临界时间点: 2025-04-11

实证分析结果

通过对纳斯达克指数的 LPPL模型拟合，我们得到以下主要发现：

泡沫特征识别：模型成功捕捉到了纳斯达克指数在特定时期的加速上涨特征，以及伴随的对数周期性振荡，这与理论上的泡沫形成过程高度一致。临界时间预测：基于参数估计结果，模型预测了潜在的临界时间点 \(t_c\)，这一时间点可视为泡沫可能破裂的理论时间。实际应用中，可结合其他指标（如交易量、波动率）进行综合判断。

振荡周期分析：对数周期振荡的频率参数 \(\omega\) 反映了市场情绪的波动周期。通过分析振荡部分，我们可以识别市场参与者的从众行为强度及其变化趋势。

预测局限性：尽管 LPPL 模型在识别泡沫特征方面表现出色，但预测的临界时间点存在一定误差，特别是在市场环境发生重大变化时。因此，该模型更适合作为预警工具而非精确预测工具。

模型改进与应用

建议为提高 LPPL 模型的实用性，可考虑以下改进方向：多窗口分析：采用滚动窗口方法，定期重新估计模型参数，以适应市场结构的变化。集成其他指标：结合技术指标（如 RSI、MACD）和基本面因素，构建更全面的市场预警系统。参数优化改进：探索更高效的参数优化算法，提高模型拟合的稳定性和准确性。风险管理应用：将 LPPL 模型纳入风险管理框架，当检测到显著泡沫特征时，调整仓位或实施对冲策略。

结论

LPPL 模型为分析金融市场中的泡沫现象提供了有力工具。通过对纳斯达克指数的实证分析，我们验证了模型在识别价格加速上涨和对数周期振荡方面的有效性。尽管模型预测存在一定局限性，但作为一种早期预警机制，它能够帮助投资者识别潜在的市场风险，及时调整投资策略。未来研究可进一步探索 LPPL 模型与其他市场分析方法的结合，以提高预测准确性和实用性。

百折千转折腾网站的日子

Fri, 06 Jun 2025 00:00:00 +0000

一直以来我都想创建一个单独的r-finance网站来向国内的人推广R语言在金融领域的知识和实践。之前苦于没有精力和时间以及缺乏建设网站的经验没能去做。毕竟作为财务管理出身的人，虽然一直以来也会跟R、Python、SQL等编程语言打交道，但从未与搭建网站单刀相对。

转机就在最近。我在学习Hugo搭建网站的过程中，发现github和netlify结合可以很便捷地搭建网站。加之Hugo提供的主题非常丰富，完全可以满足我的网站需求。无需再等，我决定尝试一下。

这次搭建网站我使用的基础工具是Rstudio以及R包bolgdown。有了工具之后，我开始在脑海中构思网站的结构，并在茫茫模板之海中打捞自己中意的模板。终于天不负我，我找到一个叫 mainroad的主题，简介大方，十分贴合我的想象。

以下是我的建站步骤，十分丝滑。

创建和克隆github库

我先在github上建立一个名为r-finance的库。创建库时选择自动生成readme文件、gitignore文件和license文件，同时选择master作为默认分支。之后，在Rstudio中操作克隆项目到本地。具体操作为：

Rstudio ->> tools ->> Terminal ->> New Terminal

输入以下命令将r-finance库克隆到本地。

git clone https://github.com/dengyishuo/r-finance.git

进入r-finance目录，设置.gitignore文件。这个文件作用极大，可以帮助我们忽略一些不必要的文件，避免提交到github上。以下是我设置的.gitignore文件内容：

public/
resources/
.hugo_build.lock
# History files
.Rhistory
.Rapp.history
*.Rproj
.Rprofile
# Session Data files
.RData
.RDataTmp
# User-specific files
.Ruserdata
# Output files from R CMD check
/*.Rcheck/
# RStudio files
.Rproj.user/
# knitr and R markdown default cache directories
*_cache/
/cache/
# R Environment Variables
.Renviron

如果未安装blogdown包的话，先在Rstudio中安装blogdown包，命令如下：

install.packages("blogdown")

接下来在Rstudio中，将r-finance文件夹设定为当前工作目录，再使用blogdown包创建一个网站。命令如下：

blogdown::new_site()

在bash中使用以下命令更新主题为mainroad：

cd r-finance
# 更新主题为子模块
git submodule add https://github.com/vimux/mainroad.git themes/mainroad
# 查看子模块状态
git submodule status
# 查看子模块内容
git cat .gitsubmodules
# 如果有异常，重新初始化
# git submodule update --init --recursive
# 删除旧主题
rm -rf themes/hugo-lithium
#删除mainroad主题内部的 .git 文件夹
rm -rf themes/mainroad/.git 
# 将主题添加到git中
git add themes/mainroad
# commit 更改
git commit -m "fix:include theme direct"
# 将更改推送到github
git push origin master

配置config.toml

在r-finance目录下创建一个config.toml文件，内容如下：

baseurl = "https://rfinance.org.cn"
title = "R-Finance中国"
languageCode = "zh-CN"
theme = "mainroad"
disqusShortname = "" # Enable comments by entering your Disqus shortname
googleAnalytics = "" # Enable Google Analytics by entering your tracking id

[pagination]
 pagerSize = 10 # Number of posts per page

[params]
 description = "rfinance's Personal blog about everything" # Description of your site
 opengraph = true
 twitter_cards = false
 readmore = false # Show "Read more" button in list if true
 authorbox = true
 pager = true
 post_meta = ["date", "categories"] # Order of post meta information
 mainSections = ["post", "docs"]
 ignoreLogs = ["warning-goldmark-raw-html"] 

[params.logo]
 subtitle = "Just another site" # Logo subtitle

[params.sidebar]
 home = "right" # Configure layout for home page
 list = "right" # Configure layout for list pages
 single = "right" # Configure layout for single pages
 # Enable widgets in given order
 widgets = ["search", "recent", "categories", "taglist"]

[params.widgets]
 recent_num = 5 # Set the number of articles in the "Recent articles" widget
 tags_counter = false # Enable counter for each tag in "Tags" widget (disabled by default)

[params.author]
 name = "rfinance"
 bio = "rfinnace's true identity is unknown. Maybe he is a successful blogger or writer. Nobody knows it."
 avatar = "img/avatar.png"

验证网站

下面来验证hugo是否可以正确生成网站，命令如下：

rm -rf public
git submodule update --init --recursive
hugo --gc --minify

如果一切顺利，就可以将文件推送至github了。

推送到github

推送至github之前，先将r-finance目录下的所有文件添加到git中，命令如下：

git add .
git commit -m "build website"
git push origin master

配置netlify

在r-finance目录下配置netlify.toml，内容如下：

[build]
command = 'git submodule update --init --recursive && hugo --gc --minify'
publish = 'public'

[build.environment]
HUGO_VERSION = '0.147.7'
HUGO_ENV = 'production'

接下来在netlify上创建一个新的站点。具体步骤：

登陆自己的账号
选择Add new project
选择Import an existing project
选择github作为代码源
选择r-finance库
给项目取一个名字:r-finance（这个名字将决定网站在在netlify上的默认网址：https://r-finance.netlify.app）
选择master分支。发布目录为public。

接下来在netlify上配置构建命令和发布目录，构建命令为：

git submodule update --init --recursive && hugo --gc --minify

配置环境变量，添加变量：

HUGO_VERSION = '0.147.7'
HUGO_ENV = 'production'

选择 deploy 即可。此时已经可以用https://r-finance.netlify.app 访问网站了。

设置个性化域名

去阿里云购买一个自己中意的域名，我购买的域名是rfinance.org.cn。接下来在阿里云控制台中进入域名解析设置：

选择快速添加解析：

您的业务需求是：网站域名解析到另外的目标域名
请选择网站域名：
- x-quant.com.cn（对应设置“@”主机记录）
- www.x-quant.com.cn（对应设置“www”主机记录）
请选择目标域名：r-finance.netlify.app

确定即可。

接下来在netlify上配置自定义域名。步骤为：

登录netlify，进入r-finance项目
点击Set up your project
点击Set up a custom domain
点击domain you already own
输入你的域名（如rfinance.org.cn）
点击Verify domain，将域名添加到netlify的域名列表中。

接下来在netlify上配置SSL证书，选择Let’s Encrypt证书即可。

等待一些时间，网站就可以正常访问了。

五分钟搞定 SMA 指标的量化策略开发和回测

Sun, 25 May 2025 00:00:00 +0000

常有人问我能用几分钟时间写一段代码进行一个简易的量化投资策略的开发和回测吗，答案是当然可以。对于量化投资而言，门槛永远不是编程和代码，而是投资思路和模型解读。下面我们用五分钟左右的时间来开发一个基于 SMA 指标的量化投资策略并进行回测。

引言

本文的代码基于R软件和 Rstuido 软件运行，如果未安装上述软件，请自行安装。

策略开发还需要基于以下 R 包来实现，可以运行如下代码安装并加载相关 R 包。

# 安装依赖包，如果未安装
install.packages(c("quantstrat", "Tushare", "xts", "dplyr", "showtext", "zoo","PerformanceAnalytics","tidyverse"))
# 加载软件包
suppressMessages({
 library(quantmod)
 library(quantstrat)
 library(PerformanceAnalytics)
 library(Tushare)
 library(xts)
 library(dplyr)
 library(zoo)
 library(tidyverse)
})

清理环境

第一步，先清理历史环境，避免历史环境的干扰。

# 清理历史环境
rm(list=ls(.blotter), envir=.blotter)
rm(list=ls(.strategy), envir=.strategy)

策略开发

下面进入正式开发流程。

初始化设置

# 参数设置
initDate <- "2009-12-31"
fromDate <- "2010-01-01"
endDate <- Sys.Date()
symbol <- "600519.SS"
initEq <- 100000
fastMA <- 5
slowMA <- 20

获取数据

使用quantmod获取贵州茅台数据

# 获取数据
getSymbols(symbol, from=fromDate, to=endDate, src="yahoo")

## [1] "600519.SS"

maotai <- `600519.SS`
colnames(maotai) <- c("Open","High","Low","Close","Volume","Adjusted")

初始化策略

currency("RMB")

## [1] "RMB"

stock(symbol, currency="RMB", multiplier=1)

## [1] "X600519.SS"

strategy.st <- "maotai_sma"
portfolio.st <- "maotai_portfolio"
account.st <- "maotai_account"

# 清除旧策略(如果存在)
if(exists("strategy.st", where=.strategy)) {
 rm.strat(strategy.st)
}

# 创建组合/账户/策略
initPortf(portfolio.st, symbols=symbol, initDate=initDate)

## [1] "maotai_portfolio"

initAcct(account.st, portfolios=portfolio.st, initDate=initDate, initEq=initEq)

## [1] "maotai_account"

initOrders(portfolio.st, initDate=initDate)
strategy(strategy.st, store=TRUE)

添加指标

这里添加的简单移动平均线(SMA)：

# 添加指标
add.indicator(
 strategy.st,
 name="SMA",
 arguments=list(x=quote(Cl(mktdata)), n=fastMA),
 label="fastMA"
)

## [1] "maotai_sma"

add.indicator(
 strategy.st,
 name="SMA",
 arguments=list(x=quote(Cl(mktdata)), n=slowMA),
 label="slowMA"
)

## [1] "maotai_sma"

添加信号 - 金叉死叉

# 添加信号
add.signal(
 strategy.st,
 name="sigCrossover",
 arguments=list(columns=c("fastMA","slowMA"), relationship="gt"),
 label="fast.gt.slow"
)

## [1] "maotai_sma"

add.signal(
 strategy.st,
 name="sigCrossover",
 arguments=list(columns=c("fastMA","slowMA"), relationship="lt"),
 label="fast.lt.slow"
)

## [1] "maotai_sma"

添加交易规则

add.rule(
 strategy.st,
 name="ruleSignal",
 arguments=list(
 sigcol="fast.gt.slow",
 sigval=TRUE,
 orderqty=100,
 ordertype="market",
 orderside="long",
 replace=FALSE
 ),
 type="enter",
 label="EnterLONG"
)

## [1] "maotai_sma"

add.rule(
 strategy.st,
 name="ruleSignal",
 arguments=list(
 sigcol="fast.lt.slow",
 sigval=TRUE,
 orderqty="all",
 ordertype="market",
 orderside="long",
 replace=FALSE
 ),
 type="exit",
 label="ExitLONG"
)

## [1] "maotai_sma"

策略回测

applyStrategy(strategy.st, 
 portfolios=portfolio.st)

## [1] "2010-05-25 00:00:00 600519.SS 100 @ 98.6100692749023"
## [1] "2010-06-01 00:00:00 600519.SS -100 @ 99.6468811035156"
## [1] "2010-06-03 00:00:00 600519.SS 100 @ 101.450035095215"
## [1] "2010-06-23 00:00:00 600519.SS -100 @ 98.9481582641602"
## [1] "2010-07-15 00:00:00 600519.SS 100 @ 99.0458297729492"
## [1] "2010-10-15 00:00:00 600519.SS -100 @ 120.195343017578"
## [1] "2010-10-25 00:00:00 600519.SS 100 @ 129.977462768555"
## [1] "2010-11-02 00:00:00 600519.SS -100 @ 122.216377258301"
## [1] "2010-11-11 00:00:00 600519.SS 100 @ 132.171295166016"
## [1] "2010-12-23 00:00:00 600519.SS -100 @ 143.283248901367"
## [1] "2011-02-11 00:00:00 600519.SS 100 @ 138.940643310547"
## [1] "2011-03-02 00:00:00 600519.SS -100 @ 133.140487670898"
## [1] "2011-03-16 00:00:00 600519.SS 100 @ 136.619079589844"
## [1] "2011-03-31 00:00:00 600519.SS -100 @ 135.123962402344"
## [1] "2011-04-27 00:00:00 600519.SS 100 @ 136.100677490234"
## [1] "2011-08-25 00:00:00 600519.SS -100 @ 171.421493530273"
## [1] "2011-08-29 00:00:00 600519.SS 100 @ 177.909088134766"
## [1] "2011-09-07 00:00:00 600519.SS -100 @ 171.561981201172"
## [1] "2011-10-20 00:00:00 600519.SS 100 @ 157.933883666992"
## [1] "2011-11-18 00:00:00 600519.SS -100 @ 165.760330200195"
## [1] "2011-11-28 00:00:00 600519.SS 100 @ 176.752059936523"
## [1] "2011-12-09 00:00:00 600519.SS -100 @ 165.140487670898"
## [1] "2012-02-07 00:00:00 600519.SS 100 @ 153.603302001953"
## [1] "2012-04-06 00:00:00 600519.SS -100 @ 171.876037597656"
## [1] "2012-04-10 00:00:00 600519.SS 100 @ 171.991729736328"
## [1] "2012-05-21 00:00:00 600519.SS -100 @ 184.454544067383"
## [1] "2012-06-01 00:00:00 600519.SS 100 @ 198.652893066406"
## [1] "2012-06-29 00:00:00 600519.SS -100 @ 197.644622802734"
## [1] "2012-07-04 00:00:00 600519.SS 100 @ 213.768600463867"
## [1] "2012-07-24 00:00:00 600519.SS -100 @ 206.099166870117"
## [1] "2012-08-10 00:00:00 600519.SS 100 @ 205.132232666016"
## [1] "2012-08-17 00:00:00 600519.SS -100 @ 189.768600463867"
## [1] "2012-09-10 00:00:00 600519.SS 100 @ 199.735534667969"
## [1] "2012-09-26 00:00:00 600519.SS -100 @ 194.933883666992"
## [1] "2012-09-28 00:00:00 600519.SS 100 @ 203.140487670898"
## [1] "2012-10-30 00:00:00 600519.SS -100 @ 202.132232666016"
## [1] "2012-11-05 00:00:00 600519.SS 100 @ 200.760330200195"
## [1] "2012-11-07 00:00:00 600519.SS -100 @ 196.256195068359"
## [1] "2012-12-19 00:00:00 600519.SS 100 @ 181.363632202148"
## [1] "2013-01-17 00:00:00 600519.SS -100 @ 169.528930664062"
## [1] "2013-03-12 00:00:00 600519.SS 100 @ 150.561981201172"
## [1] "2013-03-19 00:00:00 600519.SS -100 @ 136.512390136719"
## [1] "2013-04-16 00:00:00 600519.SS 100 @ 143.107437133789"
## [1] "2013-06-17 00:00:00 600519.SS -100 @ 156.59504699707"
## [1] "2013-07-04 00:00:00 600519.SS 100 @ 162.495864868164"
## [1] "2013-07-16 00:00:00 600519.SS -100 @ 157.809921264648"
## [1] "2013-08-14 00:00:00 600519.SS 100 @ 147.677688598633"
## [1] "2013-08-23 00:00:00 600519.SS -100 @ 142.966949462891"
## [1] "2013-10-18 00:00:00 600519.SS 100 @ 118.16529083252"
## [1] "2013-10-30 00:00:00 600519.SS -100 @ 109.578514099121"
## [1] "2013-11-13 00:00:00 600519.SS 100 @ 119.603302001953"
## [1] "2013-11-28 00:00:00 600519.SS -100 @ 117.214874267578"
## [1] "2013-12-02 00:00:00 600519.SS 100 @ 113.041320800781"
## [1] "2013-12-03 00:00:00 600519.SS -100 @ 113.702476501465"
## [1] "2014-01-23 00:00:00 600519.SS 100 @ 110.818183898926"
## [1] "2014-03-31 00:00:00 600519.SS -100 @ 127.85124206543"
## [1] "2014-04-09 00:00:00 600519.SS 100 @ 135"
## [1] "2014-04-30 00:00:00 600519.SS -100 @ 135.438018798828"
## [1] "2014-06-11 00:00:00 600519.SS 100 @ 127.223136901855"
## [1] "2014-08-14 00:00:00 600519.SS -100 @ 146.781814575195"
## [1] "2014-09-05 00:00:00 600519.SS 100 @ 152.281814575195"
## [1] "2014-09-18 00:00:00 600519.SS -100 @ 144.772720336914"
## [1] "2014-10-08 00:00:00 600519.SS 100 @ 146.118179321289"
## [1] "2014-10-13 00:00:00 600519.SS -100 @ 141.909088134766"
## [1] "2014-11-18 00:00:00 600519.SS 100 @ 141.5"
## [1] "2014-11-25 00:00:00 600519.SS -100 @ 140.581817626953"
## [1] "2014-11-27 00:00:00 600519.SS 100 @ 142.43635559082"
## [1] "2015-01-16 00:00:00 600519.SS -100 @ 169.190902709961"
## [1] "2015-02-12 00:00:00 600519.SS 100 @ 166.881820678711"
## [1] "2015-05-19 00:00:00 600519.SS -100 @ 227.309097290039"
## [1] "2015-05-25 00:00:00 600519.SS 100 @ 260.754547119141"
## [1] "2015-06-09 00:00:00 600519.SS -100 @ 235.481811523438"
## [1] "2015-07-07 00:00:00 600519.SS 100 @ 221.981811523438"
## [1] "2015-07-08 00:00:00 600519.SS -100 @ 215.327270507812"
## [1] "2015-07-14 00:00:00 600519.SS 100 @ 226.409088134766"
## [1] "2015-07-21 00:00:00 600519.SS -100 @ 221.660003662109"
## [1] "2015-09-15 00:00:00 600519.SS 100 @ 202"
## [1] "2015-09-29 00:00:00 600519.SS -100 @ 190.169998168945"
## [1] "2015-10-15 00:00:00 600519.SS 100 @ 199.990005493164"
## [1] "2015-11-20 00:00:00 600519.SS -100 @ 213.720001220703"
## [1] "2015-12-07 00:00:00 600519.SS 100 @ 214.509994506836"
## [1] "2015-12-11 00:00:00 600519.SS -100 @ 211.410003662109"
## [1] "2015-12-21 00:00:00 600519.SS 100 @ 227.029998779297"
## [1] "2016-01-05 00:00:00 600519.SS -100 @ 212.820007324219"
## [1] "2016-02-05 00:00:00 600519.SS 100 @ 203.869995117188"
## [1] "2016-04-18 00:00:00 600519.SS -100 @ 243.679992675781"
## [1] "2016-05-03 00:00:00 600519.SS 100 @ 260"
## [1] "2016-05-20 00:00:00 600519.SS -100 @ 251.259994506836"
## [1] "2016-05-27 00:00:00 600519.SS 100 @ 252.440002441406"
## [1] "2016-08-03 00:00:00 600519.SS -100 @ 306.820007324219"
## [1] "2016-08-12 00:00:00 600519.SS 100 @ 316.970001220703"
## [1] "2016-08-22 00:00:00 600519.SS -100 @ 307.320007324219"
## [1] "2016-10-13 00:00:00 600519.SS 100 @ 303.890014648438"
## [1] "2016-11-18 00:00:00 600519.SS -100 @ 310"
## [1] "2016-11-29 00:00:00 600519.SS 100 @ 323.959991455078"
## [1] "2016-12-26 00:00:00 600519.SS -100 @ 324.480010986328"
## [1] "2017-01-04 00:00:00 600519.SS 100 @ 351.910003662109"
## [1] "2017-02-07 00:00:00 600519.SS -100 @ 343.579986572266"
## [1] "2017-02-16 00:00:00 600519.SS 100 @ 348.089996337891"
## [1] "2017-07-05 00:00:00 600519.SS -100 @ 460.130004882812"
## [1] "2017-07-25 00:00:00 600519.SS 100 @ 477.959991455078"
## [1] "2017-09-07 00:00:00 600519.SS -100 @ 481.269989013672"
## [1] "2017-09-19 00:00:00 600519.SS 100 @ 496.950012207031"
## [1] "2017-11-27 00:00:00 600519.SS -100 @ 621.289978027344"
## [1] "2017-12-15 00:00:00 600519.SS 100 @ 653.789978027344"
## [1] "2018-01-31 00:00:00 600519.SS -100 @ 764.539978027344"
## [1] "2018-02-28 00:00:00 600519.SS 100 @ 725.619995117188"
## [1] "2018-03-14 00:00:00 600519.SS -100 @ 726.880004882812"
## [1] "2018-03-15 00:00:00 600519.SS 100 @ 746.469970703125"
## [1] "2018-03-27 00:00:00 600519.SS -100 @ 714.739990234375"
## [1] "2018-05-10 00:00:00 600519.SS 100 @ 714.190002441406"
## [1] "2018-06-25 00:00:00 600519.SS -100 @ 765.559997558594"
## [1] "2018-07-17 00:00:00 600519.SS 100 @ 742.429992675781"
## [1] "2018-08-02 00:00:00 600519.SS -100 @ 695.840026855469"
## [1] "2018-08-30 00:00:00 600519.SS 100 @ 680.400024414062"
## [1] "2018-09-06 00:00:00 600519.SS -100 @ 644"
## [1] "2018-09-21 00:00:00 600519.SS 100 @ 700.010009765625"
## [1] "2018-10-16 00:00:00 600519.SS -100 @ 667.140014648438"
## [1] "2018-12-04 00:00:00 600519.SS 100 @ 602.22998046875"
## [1] "2018-12-24 00:00:00 600519.SS -100 @ 568"
## [1] "2019-01-07 00:00:00 600519.SS 100 @ 605.489990234375"
## [1] "2019-05-09 00:00:00 600519.SS -100 @ 858.809997558594"
## [1] "2019-06-03 00:00:00 600519.SS 100 @ 892"
## [1] "2019-06-06 00:00:00 600519.SS -100 @ 862.130004882812"
## [1] "2019-06-14 00:00:00 600519.SS 100 @ 913"
## [1] "2019-07-16 00:00:00 600519.SS -100 @ 968"
## [1] "2019-08-01 00:00:00 600519.SS 100 @ 959.299987792969"
## [1] "2019-08-06 00:00:00 600519.SS -100 @ 946.299987792969"
## [1] "2019-08-13 00:00:00 600519.SS 100 @ 1017.95001220703"
## [1] "2019-09-17 00:00:00 600519.SS -100 @ 1094.01000976562"
## [1] "2019-09-23 00:00:00 600519.SS 100 @ 1149"
## [1] "2019-10-25 00:00:00 600519.SS -100 @ 1171.34997558594"
## [1] "2019-10-31 00:00:00 600519.SS 100 @ 1180.01000976562"
## [1] "2019-11-27 00:00:00 600519.SS -100 @ 1189.94995117188"
## [1] "2019-12-20 00:00:00 600519.SS 100 @ 1146.30004882812"
## [1] "2019-12-26 00:00:00 600519.SS -100 @ 1135.09997558594"
## [1] "2019-12-31 00:00:00 600519.SS 100 @ 1183"
## [1] "2020-01-06 00:00:00 600519.SS -100 @ 1077.98999023438"
## [1] "2020-02-14 00:00:00 600519.SS 100 @ 1088"
## [1] "2020-03-02 00:00:00 600519.SS -100 @ 1086.01000976562"
## [1] "2020-03-05 00:00:00 600519.SS 100 @ 1171"
## [1] "2020-03-18 00:00:00 600519.SS -100 @ 1007.98999023438"
## [1] "2020-04-03 00:00:00 600519.SS 100 @ 1139.7900390625"
## [1] "2020-07-29 00:00:00 600519.SS -100 @ 1672"
## [1] "2020-08-19 00:00:00 600519.SS 100 @ 1687"
## [1] "2020-09-11 00:00:00 600519.SS -100 @ 1733"
## [1] "2020-09-17 00:00:00 600519.SS 100 @ 1670.52001953125"
## [1] "2020-09-18 00:00:00 600519.SS -100 @ 1695"
## [1] "2020-10-14 00:00:00 600519.SS 100 @ 1729"
## [1] "2020-10-29 00:00:00 600519.SS -100 @ 1676"
## [1] "2020-11-10 00:00:00 600519.SS 100 @ 1745"
## [1] "2021-03-01 00:00:00 600519.SS -100 @ 2158"
## [1] "2021-04-01 00:00:00 600519.SS 100 @ 2044.5"
## [1] "2021-04-15 00:00:00 600519.SS -100 @ 2015.59997558594"
## [1] "2021-04-20 00:00:00 600519.SS 100 @ 2094.80004882812"
## [1] "2021-05-06 00:00:00 600519.SS -100 @ 1959"
## [1] "2021-05-20 00:00:00 600519.SS 100 @ 2058.8798828125"
## [1] "2021-06-18 00:00:00 600519.SS -100 @ 2090.93994140625"
## [1] "2021-09-08 00:00:00 600519.SS 100 @ 1633.09997558594"
## [1] "2021-11-01 00:00:00 600519.SS -100 @ 1803"
## [1] "2021-11-23 00:00:00 600519.SS 100 @ 1896.43005371094"
## [1] "2022-01-05 00:00:00 600519.SS -100 @ 2024"
## [1] "2022-01-28 00:00:00 600519.SS 100 @ 1887"
## [1] "2022-02-07 00:00:00 600519.SS -100 @ 1867.9599609375"
## [1] "2022-04-07 00:00:00 600519.SS 100 @ 1765"
## [1] "2022-04-28 00:00:00 600519.SS -100 @ 1835"
## [1] "2022-05-05 00:00:00 600519.SS 100 @ 1837"
## [1] "2022-05-13 00:00:00 600519.SS -100 @ 1778.23999023438"
## [1] "2022-06-02 00:00:00 600519.SS 100 @ 1786"
## [1] "2022-07-14 00:00:00 600519.SS -100 @ 1953"
## [1] "2022-08-18 00:00:00 600519.SS 100 @ 1895.5"
## [1] "2022-08-23 00:00:00 600519.SS -100 @ 1870.01000976562"
## [1] "2022-09-20 00:00:00 600519.SS 100 @ 1878"
## [1] "2022-09-23 00:00:00 600519.SS -100 @ 1834.43005371094"
## [1] "2022-09-30 00:00:00 600519.SS 100 @ 1872.5"
## [1] "2022-10-12 00:00:00 600519.SS -100 @ 1760"
## [1] "2022-11-16 00:00:00 600519.SS 100 @ 1585.25"
## [1] "2023-01-03 00:00:00 600519.SS -100 @ 1730.01000976562"
## [1] "2023-01-09 00:00:00 600519.SS 100 @ 1841.19995117188"
## [1] "2023-02-07 00:00:00 600519.SS -100 @ 1797"
## [1] "2023-02-21 00:00:00 600519.SS 100 @ 1867"
## [1] "2023-02-28 00:00:00 600519.SS -100 @ 1813.73999023438"
## [1] "2023-03-30 00:00:00 600519.SS 100 @ 1800"
## [1] "2023-04-13 00:00:00 600519.SS -100 @ 1723"
## [1] "2023-05-08 00:00:00 600519.SS 100 @ 1720.52001953125"
## [1] "2023-05-10 00:00:00 600519.SS -100 @ 1725"
## [1] "2023-06-15 00:00:00 600519.SS 100 @ 1755"
## [1] "2023-07-07 00:00:00 600519.SS -100 @ 1690.03002929688"
## [1] "2023-07-18 00:00:00 600519.SS 100 @ 1722.80004882812"
## [1] "2023-08-17 00:00:00 600519.SS -100 @ 1828.05004882812"
## [1] "2023-09-01 00:00:00 600519.SS 100 @ 1851.05004882812"
## [1] "2023-09-14 00:00:00 600519.SS -100 @ 1818.68994140625"
## [1] "2023-11-03 00:00:00 600519.SS 100 @ 1811.23999023438"
## [1] "2023-11-29 00:00:00 600519.SS -100 @ 1774.7099609375"
## [1] "2024-01-02 00:00:00 600519.SS 100 @ 1685.01000976562"
## [1] "2024-01-09 00:00:00 600519.SS -100 @ 1641"
## [1] "2024-02-08 00:00:00 600519.SS 100 @ 1706"
## [1] "2024-03-11 00:00:00 600519.SS -100 @ 1694.48999023438"
## [1] "2024-03-14 00:00:00 600519.SS 100 @ 1716.63000488281"
## [1] "2024-03-29 00:00:00 600519.SS -100 @ 1702.90002441406"
## [1] "2024-04-02 00:00:00 600519.SS 100 @ 1713.98999023438"
## [1] "2024-04-09 00:00:00 600519.SS -100 @ 1662.21997070312"
## [1] "2024-04-26 00:00:00 600519.SS 100 @ 1709.43005371094"
## [1] "2024-05-20 00:00:00 600519.SS -100 @ 1709"
## [1] "2024-07-18 00:00:00 600519.SS 100 @ 1497.51000976562"
## [1] "2024-07-26 00:00:00 600519.SS -100 @ 1422.18994140625"
## [1] "2024-08-16 00:00:00 600519.SS 100 @ 1431.19995117188"
## [1] "2024-08-28 00:00:00 600519.SS -100 @ 1389"
## [1] "2024-09-30 00:00:00 600519.SS 100 @ 1748"
## [1] "2024-10-29 00:00:00 600519.SS -100 @ 1531.61999511719"
## [1] "2024-11-08 00:00:00 600519.SS 100 @ 1609.96997070312"
## [1] "2024-11-20 00:00:00 600519.SS -100 @ 1544.81005859375"
## [1] "2024-12-13 00:00:00 600519.SS 100 @ 1519"
## [1] "2024-12-27 00:00:00 600519.SS -100 @ 1528.96997070312"
## [1] "2025-02-17 00:00:00 600519.SS 100 @ 1471.61999511719"
## [1] "2025-04-03 00:00:00 600519.SS -100 @ 1568.88000488281"
## [1] "2025-04-22 00:00:00 600519.SS 100 @ 1548.80004882812"
## [1] "2025-04-25 00:00:00 600519.SS -100 @ 1550"
## [1] "2025-05-09 00:00:00 600519.SS 100 @ 1591.18005371094"
## [1] "2025-05-27 00:00:00 600519.SS -100 @ 1543.90002441406"

更新组合和账户

updatePortf(portfolio.st)

## [1] "maotai_portfolio"

updateAcct(account.st)

## [1] "maotai_account"

updateEndEq(account.st)

## [1] "maotai_account"

分析结果

# 获取交易数据
trades <- getTxns(Portfolio = portfolio.st, Symbol = symbol)
print(trades)

## Txn.Qty Txn.Price Txn.Fees Txn.Value Txn.Avg.Cost
## 2009-12-31 00:00:00 0 0.00000 0 0.000 0.00000
## 2010-05-25 08:00:00 100 98.61007 0 9861.007 98.61007
## 2010-06-01 08:00:00 -100 99.64688 0 -9964.688 99.64688
## 2010-06-03 08:00:00 100 101.45004 0 10145.004 101.45004
## 2010-06-23 08:00:00 -100 98.94816 0 -9894.816 98.94816
## 2010-07-15 08:00:00 100 99.04583 0 9904.583 99.04583
## 2010-10-15 08:00:00 -100 120.19534 0 -12019.534 120.19534
## 2010-10-25 08:00:00 100 129.97746 0 12997.746 129.97746
## 2010-11-02 08:00:00 -100 122.21638 0 -12221.638 122.21638
## 2010-11-11 08:00:00 100 132.17130 0 13217.130 132.17130
## ... 
## 2024-11-08 08:00:00 100 1609.96997 0 160996.997 1609.96997
## 2024-11-20 08:00:00 -100 1544.81006 0 -154481.006 1544.81006
## 2024-12-13 08:00:00 100 1519.00000 0 151900.000 1519.00000
## 2024-12-27 08:00:00 -100 1528.96997 0 -152896.997 1528.96997
## 2025-02-17 08:00:00 100 1471.62000 0 147162.000 1471.62000
## 2025-04-03 08:00:00 -100 1568.88000 0 -156888.000 1568.88000
## 2025-04-22 08:00:00 100 1548.80005 0 154880.005 1548.80005
## 2025-04-25 08:00:00 -100 1550.00000 0 -155000.000 1550.00000
## 2025-05-09 08:00:00 100 1591.18005 0 159118.005 1591.18005
## 2025-05-27 08:00:00 -100 1543.90002 0 -154390.002 1543.90002
## Net.Txn.Realized.PL
## 2009-12-31 00:00:00 0.0000
## 2010-05-25 08:00:00 0.0000
## 2010-06-01 08:00:00 103.6812
## 2010-06-03 08:00:00 0.0000
## 2010-06-23 08:00:00 -250.1877
## 2010-07-15 08:00:00 0.0000
## 2010-10-15 08:00:00 2114.9513
## 2010-10-25 08:00:00 0.0000
## 2010-11-02 08:00:00 -776.1086
## 2010-11-11 08:00:00 0.0000
## ... 
## 2024-11-08 08:00:00 0.0000
## 2024-11-20 08:00:00 -6515.9912
## 2024-12-13 08:00:00 0.0000
## 2024-12-27 08:00:00 996.9971
## 2025-02-17 08:00:00 0.0000
## 2025-04-03 08:00:00 9726.0010
## 2025-04-22 08:00:00 0.0000
## 2025-04-25 08:00:00 119.9951
## 2025-05-09 08:00:00 0.0000
## 2025-05-27 08:00:00 -4728.0029

# 获取交易统计数据
tstats <- tradeStats(portfolio.st)
print(tstats)

## Portfolio Symbol Num.Txns Num.Trades Net.Trading.PL
## 600519.SS maotai_portfolio 600519.SS 220 110 104460
## Avg.Trade.PL Med.Trade.PL Largest.Winner Largest.Loser Gross.Profits
## 600519.SS 949.6362 -435.6613 53221 -21638 312497.1
## Gross.Losses Std.Dev.Trade.PL Std.Err.Trade.PL Percent.Positive
## 600519.SS -208037.1 8924.596 850.9269 40.90909
## Percent.Negative Profit.Factor Avg.Win.Trade Med.Win.Trade
## 600519.SS 59.09091 1.502122 6944.381 2675.455
## Avg.Losing.Trade Med.Losing.Trade Avg.Daily.PL Med.Daily.PL
## 600519.SS -3200.571 -1404.959 949.6362 -435.6613
## Std.Dev.Daily.PL Std.Err.Daily.PL Ann.Sharpe Max.Drawdown
## 600519.SS 8924.596 850.9269 1.689153 -88252.01
## Profit.To.Max.Draw Avg.WinLoss.Ratio Med.WinLoss.Ratio Max.Equity
## 600519.SS 1.183656 2.169731 1.904294 185832
## Min.Equity End.Equity
## 600519.SS -146.5065 104460

# 查看持仓情况
positions <- getPos(Portfolio = portfolio.st, Symbol = symbol, Date = "2020-12-31")
print(positions)

## Pos.Qty Pos.Avg.Cost
## 2020-11-10 08:00:00 100 1745

# 获取投资组合的收益率
returns <- PortfReturns(Account = account.st)

# 计算夏普比率，假设无风险利率为0.02
sharpe_ratio <- SharpeRatio(returns, Rf = 0.02)

# 计算最大回撤
max_drawdown <- maxDrawdown(returns)

print(paste0("夏普比率: ", sharpe_ratio))

## [1] "夏普比率: -1.37222406503698" "夏普比率: -1.45706193297599"
## [3] "夏普比率: -1.45706193297599" "夏普比率: -1.41395097373399"

print(paste0("最大回撤: ", max_drawdown))

## [1] "最大回撤: 0.66676665654044"

# 获取策略对象
strategyObj <- getStrategy(strategy.st)

str(strategyObj)

## List of 10
## $ name : chr "maotai_sma"
## $ assets : NULL
## $ indicators :List of 2
## ..$ fastMA:List of 5
## .. ..$ name : chr "SMA"
## .. ..$ label : chr "fastMA"
## .. ..$ enabled : logi TRUE
## .. ..$ arguments:List of 2
## .. .. ..$ x: language Cl(mktdata)
## .. .. ..$ n: num 5
## .. ..$ call : language add.indicator(strategy = strategy.st, name = "SMA", arguments = list(x = quote(Cl(mktdata)), n = fastMA), label = "fastMA")
## .. ..- attr(*, "class")= chr "strat_indicator"
## ..$ slowMA:List of 5
## .. ..$ name : chr "SMA"
## .. ..$ label : chr "slowMA"
## .. ..$ enabled : logi TRUE
## .. ..$ arguments:List of 2
## .. .. ..$ x: language Cl(mktdata)
## .. .. ..$ n: num 20
## .. ..$ call : language add.indicator(strategy = strategy.st, name = "SMA", arguments = list(x = quote(Cl(mktdata)), n = slowMA), label = "slowMA")
## .. ..- attr(*, "class")= chr "strat_indicator"
## $ signals :List of 2
## ..$ :List of 5
## .. ..$ name : chr "sigCrossover"
## .. ..$ label : chr "fast.gt.slow"
## .. ..$ enabled : logi TRUE
## .. ..$ arguments:List of 3
## .. .. ..$ columns : chr [1:2] "fastMA" "slowMA"
## .. .. ..$ relationship: chr "gt"
## .. .. ..$ label : chr "fast.gt.slow"
## .. ..$ call : language add.signal(strategy = strategy.st, name = "sigCrossover", arguments = list(columns = c("fastMA", "slowMA"), | __truncated__
## .. ..- attr(*, "class")= chr "strat_signal"
## ..$ :List of 5
## .. ..$ name : chr "sigCrossover"
## .. ..$ label : chr "fast.lt.slow"
## .. ..$ enabled : logi TRUE
## .. ..$ arguments:List of 3
## .. .. ..$ columns : chr [1:2] "fastMA" "slowMA"
## .. .. ..$ relationship: chr "lt"
## .. .. ..$ label : chr "fast.lt.slow"
## .. ..$ call : language add.signal(strategy = strategy.st, name = "sigCrossover", arguments = list(columns = c("fastMA", "slowMA"), | __truncated__
## .. ..- attr(*, "class")= chr "strat_signal"
## $ rules :List of 3
## ..$ order: list()
## ..$ enter:List of 1
## .. ..$ :List of 7
## .. .. ..$ name :function (mktdata = mktdata, timestamp, sigcol, sigval, orderqty = 0, ordertype, 
## orderside = NULL, orderset = NULL, threshold = NULL, tmult = FALSE, 
## replace = TRUE, delay = 1e-04, osFUN = "osNoOp", pricemethod = c("market", 
## "opside", "active"), portfolio, symbol, ..., ruletype, TxnFees = 0, 
## prefer = NULL, sethold = FALSE, label = "", order.price = NULL, chain.price = NULL, 
## time.in.force = "") 
## .. .. ..$ type : chr "enter"
## .. .. ..$ enabled : logi TRUE
## .. .. ..$ label : chr "EnterLONG"
## .. .. ..$ arguments:List of 6
## .. .. .. ..$ sigcol : chr "fast.gt.slow"
## .. .. .. ..$ sigval : logi TRUE
## .. .. .. ..$ orderqty : num 100
## .. .. .. ..$ ordertype: chr "market"
## .. .. .. ..$ orderside: chr "long"
## .. .. .. ..$ replace : logi FALSE
## .. .. ..$ path.dep : logi TRUE
## .. .. ..$ call : language add.rule(strategy = strategy.st, name = "ruleSignal", arguments = list(sigcol = "fast.gt.slow", sigval = TRU| __truncated__ ...
## .. .. ..- attr(*, "class")= chr "trade_rule"
## ..$ exit :List of 1
## .. ..$ :List of 7
## .. .. ..$ name :function (mktdata = mktdata, timestamp, sigcol, sigval, orderqty = 0, ordertype, 
## orderside = NULL, orderset = NULL, threshold = NULL, tmult = FALSE, 
## replace = TRUE, delay = 1e-04, osFUN = "osNoOp", pricemethod = c("market", 
## "opside", "active"), portfolio, symbol, ..., ruletype, TxnFees = 0, 
## prefer = NULL, sethold = FALSE, label = "", order.price = NULL, chain.price = NULL, 
## time.in.force = "") 
## .. .. ..$ type : chr "exit"
## .. .. ..$ enabled : logi TRUE
## .. .. ..$ label : chr "ExitLONG"
## .. .. ..$ arguments:List of 6
## .. .. .. ..$ sigcol : chr "fast.lt.slow"
## .. .. .. ..$ sigval : logi TRUE
## .. .. .. ..$ orderqty : chr "all"
## .. .. .. ..$ ordertype: chr "market"
## .. .. .. ..$ orderside: chr "long"
## .. .. .. ..$ replace : logi FALSE
## .. .. ..$ path.dep : logi TRUE
## .. .. ..$ call : language add.rule(strategy = strategy.st, name = "ruleSignal", arguments = list(sigcol = "fast.lt.slow", sigval = TRU| __truncated__ ...
## .. .. ..- attr(*, "class")= chr "trade_rule"
## $ constraints: NULL
## $ init : list()
## $ wrapup : list()
## $ trials : num 6
## $ call : language strategy(name = strategy.st, store = TRUE)
## - attr(*, "class")= chr "strategy"

# 查看指标数据
indicator_data <- strategyObj$indicators
print(indicator_data)

## $fastMA
## $name
## [1] "SMA"
## 
## $label
## [1] "fastMA"
## 
## $enabled
## [1] TRUE
## 
## $arguments
## $arguments$x
## Cl(mktdata)
## 
## $arguments$n
## [1] 5
## 
## 
## $call
## add.indicator(strategy = strategy.st, name = "SMA", arguments = list(x = quote(Cl(mktdata)), 
## n = fastMA), label = "fastMA")
## 
## attr(,"class")
## [1] "strat_indicator"
## 
## $slowMA
## $name
## [1] "SMA"
## 
## $label
## [1] "slowMA"
## 
## $enabled
## [1] TRUE
## 
## $arguments
## $arguments$x
## Cl(mktdata)
## 
## $arguments$n
## [1] 20
## 
## 
## $call
## add.indicator(strategy = strategy.st, name = "SMA", arguments = list(x = quote(Cl(mktdata)), 
## n = slowMA), label = "slowMA")
## 
## attr(,"class")
## [1] "strat_indicator"

# 查看信号数据
signal_data <- strategyObj$signals
print(signal_data)

## [[1]]
## $name
## [1] "sigCrossover"
## 
## $label
## [1] "fast.gt.slow"
## 
## $enabled
## [1] TRUE
## 
## $arguments
## $arguments$columns
## [1] "fastMA" "slowMA"
## 
## $arguments$relationship
## [1] "gt"
## 
## $arguments$label
## [1] "fast.gt.slow"
## 
## 
## $call
## add.signal(strategy = strategy.st, name = "sigCrossover", arguments = list(columns = c("fastMA", 
## "slowMA"), relationship = "gt"), label = "fast.gt.slow")
## 
## attr(,"class")
## [1] "strat_signal"
## 
## [[2]]
## $name
## [1] "sigCrossover"
## 
## $label
## [1] "fast.lt.slow"
## 
## $enabled
## [1] TRUE
## 
## $arguments
## $arguments$columns
## [1] "fastMA" "slowMA"
## 
## $arguments$relationship
## [1] "lt"
## 
## $arguments$label
## [1] "fast.lt.slow"
## 
## 
## $call
## add.signal(strategy = strategy.st, name = "sigCrossover", arguments = list(columns = c("fastMA", 
## "slowMA"), relationship = "lt"), label = "fast.lt.slow")
## 
## attr(,"class")
## [1] "strat_signal"

# 绘制权益曲线
equity <- getAccount(account.st)$summary$End.Eq
plot(equity, main="Strategy Equity Curve")

# 绘制持仓和交易图表
chart.Posn(portfolio.st, Symbol=symbol, TA="add_SMA(n=fastMA,col='blue');add_SMA(n=slowMA,col='red')")

结语

基于 R 软件进行量化回测一件极度舒适的事情。但由于本文未对回测指标（即 SMA ）的参数做优化，因此，本文仅供技术探讨，不构成策略或投资建议。

用R中的eTTR包和tidyquant包绘制布林带

Thu, 22 May 2025 00:00:00 +0000

引言

俗话说，巧妇难为无米之炊。绘图的前提是得有数据在手。下面是获取数据的代码：

# 定义股票代码
tickers <- c("TSLA", "AAPL", "NVDA")

# 批量下载股票数据并进行预处理
stock_list <- map(tickers, function(ticker) {
 # 下载数据
 stock_data <- getSymbols(ticker, auto.assign = FALSE)
 # 重命名列
 colnames(stock_data) <- c("Open", "High", "Low", "Close", "Volume", "Adjusted")
 # 转化为tibble
 tibble_data <- as_tibble(fortify.zoo(stock_data))
 # 标准化列命名
 renamed_data <- tibble_data %>%
 rename(
 Date = Index,
 open = Open,
 high = High,
 low = Low,
 close = Close,
 volume = Volume,
 adjusted = Adjusted
 )
 # 动态命名
 dyn_name <- paste0(ticker, "_data")
 assign(dyn_name, renamed_data, envir = globalenv())
 return(get(dyn_name))
})
# 重新命名列表
names(stock_list) <- tickers

有了基础数据之后，接下来是根据布林带定义计算布林带值，并将布林带数据整合进原始数据备用。

# 使用dplyr生成包含high, low, close的tibble对象并计算布林带
stock_list_with_bbands <- map(stock_list, function(data) {
 # 确认输入参数为tibble对象
 if (is.list(data) && length(data) == 1) {
 data <- data[[1]]
 }
 # 提取eTTR::BBands所需参数
 hlc_tibble <- data %>% select(high, low, close)
 # 计算布林带
 bbands <- BBands(hlc_tibble, n = 20, sd = 2)
 # 整合进原始数据
 data %>%
 mutate(
 middle = bbands[, "mavg"],
 upper = bbands[, "up"],
 lower = bbands[, "dn"]
 )
})

# 将列表中的tibble行合并，并增加公司名作为列
combined_data <- bind_rows(stock_list_with_bbands,.id = "company_name")

# 确保相关列是数值型
num_cols <- c("open", "high", "low", "close", "middle", "upper", "lower")
combined_data <- combined_data %>% 
 mutate(across(all_of(num_cols), as.numeric))

数据准备好之后，用ggplot2包几行命令就可以打造一个叠加布林带的蜡烛图，代码如下：

# 利用分面功能绘制多支股票的蜡烛图和布林带
ggplot(combined_data, aes(x = Date)) +
 geom_candlestick(aes(open = open, high = high, low = low, close = close)) +
 geom_line(aes(y = middle), color = "blue") +
 geom_line(aes(y = upper), color = "red") +
 geom_line(aes(y = lower), color = "green") +
 facet_wrap(~ company_name, scales = "free_y") +
 labs(title = "多股票布林带对比", x = "日期", y = "价格") +
 theme_minimal()

当然，还可以单独绘制每支股票的蜡烛图叠加布林带。这里我们使用purrr包中的walk2函数来遍历列表中每一个对象。代码如下：

# 单独绘制每支股票的蜡烛图叠加布林带
walk2(stock_list_with_bbands, names(stock_list_with_bbands), function(data, name) {
 if (is.list(data) && length(data) == 1) {
 data <- data[[1]]
 }
 p <- ggplot(data, aes(x = Date)) +
 geom_candlestick(aes(open = open, high = high, low = low, close = close)) +
 geom_line(aes(y = middle), color = "blue") +
 geom_line(aes(y = upper), color = "red") +
 geom_line(aes(y = lower), color = "green") +
 labs(title = paste0("布林带 - ", name), x = "日期", y = "价格") +
 theme_minimal()
 print(p)
})

其实，tidyquant包中提供了一个直接绘制布林带的函数叫 tidyquant::geom_bbands，可以在绘图时直接基于HLC数据计算布林带。这样一来，可以免去单独计算布林带数据的过程。

# 基于geom_bbands 单独绘制每个对象的蜡烛图叠加布林带
walk2(stock_list, names(stock_list), function(data, name) {
 if (is.list(data) && length(data) == 1) {
 data <- data[[1]]
 }
 p <- ggplot(data, aes(x = Date)) +
 geom_candlestick(aes(open = open, high = high, low = low, close = close)) +
 geom_bbands(aes(high = high, low = low, close = close),ma_fun = SMA, n = 20) +
 labs(title = paste0("布林带 - ", name), x = "日期", y = "价格") +
 theme_minimal()
 print(p)
})

呐，有了R语言，尤其是eTTR包和ggplot2包之后，计算技术指标并进行可视化就是这么简单。欢迎收藏本网站，关注微信公众号ruijiao007。

用R实现滚动单因子模型

Thu, 15 May 2025 00:00:00 +0000

引言

单因子模型

滚动单因子模型的 R 代码

# 获取最新市场数据(2024-01-01至2025-05-15)
getSymbols(c("TSLA", "^IXIC"), from="2024-01-01", src="yahoo")
tsla_ret <- dailyReturn(Ad(TSLA))
nasdaq_ret <- dailyReturn(Ad(IXIC))

# 改进版滚动SFM函数
# 高效版滚动SFM函数
rollSFM <- function(Ra, Rb, window = 60) {
 # 输入验证
 n <- length(Ra)
 if (n != length(Rb)) stop("Ra和Rb的长度必须相同")
 if (n < window) stop("数据长度必须大于或等于窗口大小")
 
 # 预计算累积量用于快速计算
 cum_sum_x <- cumsum(Rb)
 cum_sum_y <- cumsum(Ra)
 cum_sum_xy <- cumsum(Ra * Rb)
 cum_sum_x2 <- cumsum(Rb^2)
 
 # 初始化结果向量
 result_size <- n - window + 1
 alpha <- numeric(result_size)
 beta <- numeric(result_size)
 r_squared <- numeric(result_size)
 
 # 计算每个窗口的统计量
 for (i in 1:result_size) {
 end_idx <- i + window - 1
 start_idx <- end_idx - window + 1
 
 # 快速计算窗口内的统计量
 sum_x <- cum_sum_x[end_idx] - if(start_idx > 1) cum_sum_x[start_idx - 1] else 0
 sum_y <- cum_sum_y[end_idx] - if(start_idx > 1) cum_sum_y[start_idx - 1] else 0
 sum_xy <- cum_sum_xy[end_idx] - if(start_idx > 1) cum_sum_xy[start_idx - 1] else 0
 sum_x2 <- cum_sum_x2[end_idx] - if(start_idx > 1) cum_sum_x2[start_idx - 1] else 0
 
 # 计算均值
 mean_x <- sum_x / window
 mean_y <- sum_y / window
 
 # 计算回归系数
 numerator <- sum_xy - sum_x * mean_y
 denominator <- sum_x2 - sum_x * mean_x
 
 # 避免除以零
 if (denominator == 0) {
 beta[i] <- NA
 alpha[i] <- NA
 r_squared[i] <- NA
 } else {
 beta[i] <- numerator / denominator
 alpha[i] <- mean_y - beta[i] * mean_x
 
 # 计算R²
 pred_y <- alpha[i] + beta[i] * Rb[start_idx:end_idx]
 ss_total <- sum((Ra[start_idx:end_idx] - mean_y)^2)
 ss_residual <- sum((Ra[start_idx:end_idx] - pred_y)^2)
 r_squared[i] <- 1 - (ss_residual / ss_total)
 }
 }
 
 # 返回结果数据框
 data.frame(
 Date = if(is.ts(Ra) || is.zoo(Ra)) index(Ra)[window:n] else window:n,
 Alpha = alpha,
 Beta = beta,
 R_squared = r_squared
 )
}

# 计算滚动参数
results <- rollSFM(tsla_ret, nasdaq_ret)
tail(results) # 查看最近6个窗口结果



# 创建绘图主题
finance_theme <- theme_minimal() +
 theme(
 plot.title = element_text(size=14, face="bold"),
 axis.title = element_text(size=12),
 panel.grid.minor = element_blank(),
 legend.position = "top"
 )

# Beta系数时序图
ggplot(results, aes(x=Date, y=Beta)) +
 geom_line(color="#2b8cbe", size=1) +
 geom_hline(yintercept=1, linetype="dashed", color="#e34a33") +
 labs(title="TSLA相对NASDAQ的60日滚动Beta系数",
 x="日期", y="Beta系数") +
 scale_x_date(labels=date_format("%Y-%m")) +
 finance_theme

# Alpha-Beta联合分布图
ggplot(results, aes(x=Beta, y=Alpha)) +
 geom_point(aes(color=R_squared), size=3) +
 scale_color_gradient(low="#fee8c8", high="#e34a33", 
 name="R平方值") +
 geom_vline(xintercept=1, linetype="dotted") +
 geom_hline(yintercept=0, linetype="dotted") +
 labs(title="TSLA Alpha-Beta分布（60日窗口）",
 x="系统性风险(Beta)", y="超额收益(Alpha)") +
 finance_theme

RSI指标可以作为量化投资的信号因子吗

Sun, 04 May 2025 00:00:00 +0000

引言

技术指标是基于历史价格和成交量数据构建的分析工具，用于研判市场趋势及买卖时机。常见类型包括趋势指标（如移动平均线）、动量指标（如RSI）、波动率指标（布林带）和成交量指标（OBV）。其中，相对强弱指数（RSI）由韦尔斯·怀尔德于1978年提出，通过计算特定周期（通常14日）内平均涨幅与总波动的比值，衡量价格变化强度。其公式为：RSI = 100 - 100/(1 + 平均涨幅/平均跌幅)，数值在0-100间波动。应用时，70以上视为超买信号，提示潜在回调可能；30以下为超卖信号，暗示反弹机会。进阶用法包括：观察RSI与价格背离判断趋势反转；结合趋势线突破确认交易信号；在30-70区间内运用中位线（50）判断多空力道。

需注意，在单边行情中RSI易出现钝化，应与趋势指标配合使用以提高准确性。该指标广泛应用于股票、外汇及加密货币市场的短线交易策略。

策略实现

下面我们用R实现一个基于RSI指标的量化交易策略，我们基于quantstrat包实现相关策略，完整代码及注释如下：

# ======================================================
# 量化交易策略框架搭建（基于quantstrat包）
# 策略逻辑：基于RSI指标的双向交易系统
# 核心流程：环境初始化 -> 策略定义 -> 数据准备 -> 回测执行
# ======================================================

# ---------------------------
# 1. 包加载与环境清理
# ---------------------------
# 安装必要包（已注释，按需启用）
# install.packages("devtools") 
# install.packages("FinancialInstrument") 
# install.packages("PerformanceAnalytics") 
# devtools::install_github("braverock/blotter")
# devtools::install_github("braverock/quantstrat")

# 加载量化策略包
require(quantstrat)

## Loading required package: quantstrat

## Loading required package: quantmod

## Loading required package: xts

## Loading required package: zoo

## 
## Attaching package: 'zoo'

## The following objects are masked from 'package:base':
## 
## as.Date, as.Date.numeric

## Loading required package: TTR

## Registered S3 method overwritten by 'quantmod':
## method from
## as.zoo.data.frame zoo

## Loading required package: blotter

## Loading required package: FinancialInstrument

## Loading required package: PerformanceAnalytics

## 
## Attaching package: 'PerformanceAnalytics'

## The following object is masked from 'package:graphics':
## 
## legend

## Loading required package: foreach

# 清理历史策略数据（避免残留数据干扰）
suppressWarnings(rm("order_book.RSI",pos=.strategy))
suppressWarnings(rm("account.RSI","portfolio.RSI",pos=.blotter))
suppressWarnings(rm("account.st",
 "portfolio.st",
 "stock.str",
 "stratRSI",
 "initDate",
 "initEq",
 'start_t',
 'end_t'
 )
 )

# ---------------------------
# 2. 策略主体构建
# ---------------------------
# 创建策略容器
stratRSI <- strategy("RSI")
n=2 # 参数示例

# 2.1 添加技术指标
# 使用经典RSI指标（默认周期14）
stratRSI <- add.indicator(
 strategy = stratRSI, 
 name = "RSI", # 内置RSI函数
 arguments = list(price = quote(getPrice(mktdata))), # 获取价格数据
 label = "RSI"
)


# 2.2 定义交易信号
# 信号1：RSI上穿70（超买信号）
stratRSI <- add.signal(
 strategy = stratRSI, 
 name = "sigThreshold",
 arguments = list(
 threshold = 70,
 column = "RSI",
 relationship = "gt", # greater than
 cross = TRUE # 要求穿越阈值
 ),
 label = "RSI.gt.70"
)

# 信号2：RSI下穿30（超卖信号）
stratRSI <- add.signal(
 strategy = stratRSI, 
 name = "sigThreshold",
 arguments = list(
 threshold = 30,
 column = "RSI",
 relationship = "lt", # less than
 cross = TRUE
 ),
 label = "RSI.lt.30"
)

# 2.3 设置交易规则
# 规则组1：做空规则
# 入场规则：RSI>70时建立空头仓位
stratRSI <- add.rule(
 strategy = stratRSI, 
 name = 'ruleSignal',
 arguments = list(
 sigcol = "RSI.gt.70", # 触发信号列
 sigval = TRUE, # 信号有效值
 orderqty = -1000, # 卖出数量
 ordertype = 'market', # 市价单
 orderside = 'short', # 空头方向
 pricemethod = 'market',
 replace = FALSE, # 不替换现有订单
 osFUN = osMaxPos # 使用最大仓位函数
 ), 
 type = 'enter', # 入场规则
 path.dep = TRUE # 路径依赖
)

# 离场规则：RSI<30时平空仓
stratRSI <- add.rule(
 strategy = stratRSI,
 name = 'ruleSignal',
 arguments = list(
 sigcol = "RSI.lt.30",
 sigval = TRUE,
 orderqty = 'all', # 平掉全部仓位
 ordertype = 'market',
 orderside = 'short',
 pricemethod = 'market',
 replace = FALSE
 ),
 type = 'exit',
 path.dep = TRUE
)

# 规则组2：做多规则
# 入场规则：RSI<30时建立多头仓位
stratRSI <- add.rule(
 strategy = stratRSI,
 name = 'ruleSignal',
 arguments = list(
 sigcol = "RSI.lt.30",
 sigval = TRUE,
 orderqty = 1000, # 买入数量
 ordertype = 'market',
 orderside = 'long', # 多头方向
 pricemethod = 'market',
 replace = FALSE,
 osFUN = osMaxPos
 ),
 type = 'enter',
 path.dep = TRUE
)

# 离场规则：RSI>70时平多仓
stratRSI <- add.rule(
 strategy = stratRSI,
 name = 'ruleSignal',
 arguments = list(
 sigcol = "RSI.gt.70",
 sigval = TRUE,
 orderqty = 'all',
 ordertype = 'market',
 orderside = 'long',
 pricemethod = 'market',
 replace = FALSE
 ),
 type = 'exit',
 path.dep = TRUE
)

# ---------------------------
# 3. 市场数据准备
# ---------------------------
# 设置基础货币

currency("USD")

## [1] "USD"

currency("EUR")

## [1] "EUR"

# 定义交易标的（美国行业ETF）
symbols = c("XLF", "XLP", "XLE", "XLY", "XLV", "XLI", "XLB", "XLK", "XLU")
# 初始化交易品种数据
for(symbol in symbols){ 
 # 注册金融工具
 stock(symbol, currency="USD",multiplier=1)
 # 下载历史数据（默认从Yahoo Finance）
 getSymbols(symbol)
}

# 保存数据
# 遍历所有符号
# for (symbol in symbols) {
# # 检查对象是否存在
# if (exists(symbol)) {
# # 生成文件名
# file_name <- paste0(symbol, ".rds")
# # 保存为RDS文件
# saveRDS(get(symbol), file = file_name)
# # 打印保存信息
# message("已保存: ", symbol, " -> ", file_name)
# } else {
# warning("对象 ", symbol, " 不存在")
# }
#}

# 可以用类似以下方式测试：
# applySignals(strategy=stratRSI, mktdata=applyIndicators(strategy=stratRSI, mktdata=symbols[1]))

##### 在此放置演示和测试日期 #################
#
#if(isTRUE(options('in_test')$in_test))
# # 使用测试日期
# {initDate="2000-01-01" 
# endDate="2024-12-31" 
# } else
# # 使用演示默认值
# {initDate="2000-01-01"
# endDate=Sys.Date()}

# ---------------------------
# 4. 回测系统初始化
# ---------------------------
# 设置回测参数
initDate = '2000-01-01' # 初始化日期
initEq = 100000 # 初始资金（美元）
port.st = 'RSI' # 组合名称

# 初始化投资组合
initPortf(port.st, 
 symbols=symbols, 
 initDate=initDate)

## [1] "RSI"

# 初始化账户
initAcct(port.st, 
 portfolios=port.st, 
 initDate=initDate,
 initEq=initEq)

## [1] "RSI"

# 初始化订单簿
initOrders(portfolio=port.st, 
 initDate=initDate)

# 设置仓位限制（每个品种最大300股，最多3个品种）
for(symbol in symbols){ 
 addPosLimit(port.st, 
 symbol, 
 initDate, 
 300, 
 3 ) 
 } 

print("初始化完成")

## [1] "初始化完成"

end_t<-Sys.time()
print(paste0("策略循环耗时:",end_t-start_t))

## [1] "策略循环耗时:6.13126289844513"

# 查看订单簿
#print(getOrderBook(port.st))

start_t<-Sys.time()
# 更新组合净值
updatePortf(Portfolio=port.st,Dates=paste('::',as.Date(Sys.time()),sep=''))

## Warning in .updatePosPL(Portfolio = pname, Symbol = as.character(symbol), :
## Could not parse ::2025-05-08 as ISO8601 string, or one/bothends of the range
## were outside the available prices: 2007-01-03/2025-05-07. Using all data
## instead.
## Warning in .updatePosPL(Portfolio = pname, Symbol = as.character(symbol), :
## Could not parse ::2025-05-08 as ISO8601 string, or one/bothends of the range
## were outside the available prices: 2007-01-03/2025-05-07. Using all data
## instead.
## Warning in .updatePosPL(Portfolio = pname, Symbol = as.character(symbol), :
## Could not parse ::2025-05-08 as ISO8601 string, or one/bothends of the range
## were outside the available prices: 2007-01-03/2025-05-07. Using all data
## instead.
## Warning in .updatePosPL(Portfolio = pname, Symbol = as.character(symbol), :
## Could not parse ::2025-05-08 as ISO8601 string, or one/bothends of the range
## were outside the available prices: 2007-01-03/2025-05-07. Using all data
## instead.
## Warning in .updatePosPL(Portfolio = pname, Symbol = as.character(symbol), :
## Could not parse ::2025-05-08 as ISO8601 string, or one/bothends of the range
## were outside the available prices: 2007-01-03/2025-05-07. Using all data
## instead.
## Warning in .updatePosPL(Portfolio = pname, Symbol = as.character(symbol), :
## Could not parse ::2025-05-08 as ISO8601 string, or one/bothends of the range
## were outside the available prices: 2007-01-03/2025-05-07. Using all data
## instead.
## Warning in .updatePosPL(Portfolio = pname, Symbol = as.character(symbol), :
## Could not parse ::2025-05-08 as ISO8601 string, or one/bothends of the range
## were outside the available prices: 2007-01-03/2025-05-07. Using all data
## instead.
## Warning in .updatePosPL(Portfolio = pname, Symbol = as.character(symbol), :
## Could not parse ::2025-05-08 as ISO8601 string, or one/bothends of the range
## were outside the available prices: 2007-01-03/2025-05-07. Using all data
## instead.
## Warning in .updatePosPL(Portfolio = pname, Symbol = as.character(symbol), :
## Could not parse ::2025-05-08 as ISO8601 string, or one/bothends of the range
## were outside the available prices: 2007-01-03/2025-05-07. Using all data
## instead.

## [1] "RSI"

end_t<-Sys.time()
print(paste0("更新交易账簿耗时:",end_t-start_t))

## [1] "更新交易账簿耗时:0.747688055038452"

# 临时修改quantmod图形参数
themelist<-chart_theme()
themelist$col$up.col<-'lightgreen'
themelist$col$dn.col<-'pink'

for(symbol in symbols){
 # dev.new()
 chart.Posn(Portfolio=port.st,Symbol=symbol,theme=themelist) # 绘制持仓图
 plot(add_RSI(n=2))
 print(paste0(symbol,"仓位图"))
}

## [1] "XLF仓位图"

## [1] "XLP仓位图"

## [1] "XLE仓位图"

## [1] "XLY仓位图"

## [1] "XLV仓位图"

## [1] "XLI仓位图"

## [1] "XLB仓位图"

## [1] "XLK仓位图"

## [1] "XLU仓位图"

# 统计组合表现
ret1 <- PortfReturns(port.st)
ret1$total <- rowSums(ret1)


if("package:PerformanceAnalytics" %in% search() || require("PerformanceAnalytics",quietly=TRUE)) {
 dev.new()
 # 绘制收益率图
 charts.PerformanceSummary(ret1$total,geometric=FALSE,wealth.index=TRUE)
 print("策略总体表现")
}

## [1] "策略总体表现"

##### 查看交易统计信息 #########################################
# 查看交易单据
book = getOrderBook(port.st)
# 查看交易统计
stats = tradeStats(port.st)
# 查看组合收益率
rets = PortfReturns(port.st)
################################################################

CVaR 和 ES 补充 VaR 的风险度量方法解析（含 R 包应用）

Sat, 13 Jul 2019 00:00:00 +0000

理论基础概述

在金融风险管理领域，风险价值（VaR）是一种广泛使用的风险度量工具，它衡量在一定置信水平下，某一金融资产或投资组合在未来特定时期内可能遭受的最大损失。然而，VaR 存在一些局限性，主要体现在以下几个方面：

缺乏次可加性：在某些情况下，投资组合的 VaR 可能大于其各组成部分 VaR 之和，这与分散投资降低风险的直觉相悖。
对尾部风险的刻画不足：VaR 只关注损失分布的分位数点，而不考虑超过该点的损失程度。
不满足一致性风险度量的要求：VaR 不满足一致性风险度量公理中的次可加性、正齐次性、单调性和平移不变性。

为了克服 VaR 的这些局限性，条件风险价值（CVaR）和预期短缺（ES）作为更高级的风险度量方法被提出。CVaR 与 ES 的基本概念条件风险价值（Conditional Value at Risk, CVaR），也称为平均短缺（Average Shortfall, AS）或预期短缺（Expected Shortfall, ES），是指在给定置信水平下，超过 VaR 的损失的期望值。

它不仅考虑了损失超过 VaR 的概率，还考虑了超过部分的大小，因此能更全面地反映尾部风险。

数学公式解析

VaR 的数学定义

对于给定的投资组合收益率 R 和置信水平 \(\alpha\)，VaR 可以定义为：

\[ \text{VaR}_\alpha = -\inf \{ x \in \mathbb{R} : F_R(x) \geq \alpha \} \]

其中，\(F_R(x)\) 是收益率 \(R\) 的累积分布函数。

在实际应用中，VaR 通常表示为：

\[ P(R \leq -\text{VaR}_\alpha) = 1 - \alpha \]

CVaR/ES 的数学定义

CVaR/ES 在置信水平 \(\alpha\) 下的定义为：

\[ \text{CVaR}_\alpha = \text{ES}_\alpha = \mathbb{E}[-R | R \leq -\text{VaR}_\alpha] \]

当收益率分布连续时，CVaR/ES 可以表示为：

\[ \text{ES}_\alpha = \frac{1}{1-\alpha} \int_{0}^{1-\alpha} \text{VaR}_p \, dp \]

这个公式表明，ES 是所有低于 \(\alpha\) 置信水平的 VaR 的平均值。

R 语言实现示例

下面通过 R 语言实现基于纳斯达克数据的 VaR、CVaR 和 ES 计算，使用 quantmod 包获取数据，并对比不同 R 包的计算方法。

使用 quantmod 获取数据

# 加载必要的包
library(quantmod)
library(PerformanceAnalytics)
library(xts)
library(tibble)
library(dplyr)
library(ggplot2)
library(showtext) # 用于设置中文字体

# 设置中文字体
font_add("SimHei", "SimHei.ttf") # 如果字体已安装
# 如果字体未安装，可以尝试系统字体路径
# font_add("SimHei", "/path/to/SimHei.ttf") # Linux/Mac
# font_add("SimHei", "C:/Windows/Fonts/simhei.ttf") # Windows

showtext_auto() # 自动启用showtext

# 获取纳斯达克综合指数数据
getSymbols("^IXIC", from = "2020-01-01", to = Sys.Date())

## [1] "IXIC"

# 计算日对数收益率
returns <- diff(log(Cl(IXIC)))
returns <- na.omit(returns)

# 设置置信水平
alpha <- 0.95
risk_results <- list()

使用不同 R 包计算 ES/CVaR

PerformanceAnalytics 包

# 使用PerformanceAnalytics包计算ES

VaR_historical <- PerformanceAnalytics::VaR(returns, p = alpha , method = "historical")
VaR_gaussian <- PerformanceAnalytics::VaR(returns, p = alpha , method = "gaussian")
es_historical <- PerformanceAnalytics::ES(returns, p = alpha, method = "historical")
es_gaussian <- PerformanceAnalytics::ES(returns, p = alpha, method = "gaussian")

cat("PerformanceAnalytics包计算结果:\n")

## PerformanceAnalytics包计算结果:

cat("历史模拟法 VaR:", round(VaR_historical * 100, 2), "%\n")

## 历史模拟法 VaR: -2.58 %

cat("正态分布假设 VaR:", round(VaR_gaussian * 100, 2), "%\n")

## 正态分布假设 VaR: -2.64 %

cat("历史模拟法 ES:", round(es_historical * 100, 2), "%\n")

## 历史模拟法 ES: -3.91 %

cat("正态分布假设 ES:", round(es_gaussian * 100, 2), "%\n")

## 正态分布假设 ES: -3.32 %

risk_results[["performance"]] <- list(
 VaR_historical = VaR_historical,
 VaR_gaussian = VaR_gaussian,
 es_historical = es_historical,
 es_gaussian = es_gaussian
)

fGarch 包

# 使用fGarch包计算ES
library(fGarch)
# 拟合GARCH模型并预测
garch_model <- garchFit(~garch(1,1), data = returns, trace = FALSE)
forecast <- predict(garch_model, n.ahead = 1)
es_garch <- tail(fGarch::ES(garch_model), n = 1)
var_garch <- tail(fGarch::VaR(garch_model), n = 1)
cat("\nfGarch包计算结果:\n")

## 
## fGarch包计算结果:

cat("GARCH模型预测 VaR:", round(var_garch * 100, 2), "%\n")

## GARCH模型预测 VaR: 1.47 %

cat("GARCH模型预测 ES:", round(es_garch * 100, 2), "%\n")

## GARCH模型预测 ES: 1.86 %

risk_results[["fgarch"]] <- list(
 var_garch = var_garch,
 es_garch = es_garch
)

cvar包（针对连续分布的VaR/ES计算）

if (!require("cvar")) install.packages("cvar")

## Loading required package: cvar

## 
## Attaching package: 'cvar'

## The following objects are masked from 'package:PerformanceAnalytics':
## 
## ES, VaR

library(cvar)

# 标准正态分布计算
gaussian_es <- list(
 qf = cvar::ES(qnorm, dist.type = "qf"), # 使用分位数函数
 cdf = cvar::ES(pnorm, dist.type = "cdf") # 使用累积分布函数
)

# t分布计算（df=4）
t_dist_es <- list(
 qf = cvar::ES(qt, dist.type = "qf", df = 4),
 cdf = cvar::ES(pt, dist.type = "cdf", df = 4)
)

risk_results[["cvar"]] <- list(
 gaussian_es = gaussian_es,
 t_dist_es = t_dist_es
)

rugarch 包

# 加载必要的包
library(rugarch)

## Loading required package: parallel

library(xts) # 处理时间序列数据

# 定义GARCH模型（使用偏态t分布）
spec <- ugarchspec(
 variance.model = list(model = "sGARCH", garchOrder = c(1, 1)),
 mean.model = list(armaOrder = c(0, 0), include.mean = TRUE),
 distribution.model = "sstd" # 偏态t分布
)

# 拟合模型
fit <- ugarchfit(spec, data = returns, solver = "hybrid")

# 使用固定参数重新过滤数据
spec2 <- spec
setfixed(spec2) <- as.list(coef(fit))
filt <- ugarchfilter(spec2, data = returns, n.old = 1000)

# 提取拟合值和波动率
mu <- fitted(filt) # 条件均值
sigma_t <- sigma(filt) # 条件波动率

# 获取分布参数
skew <- coef(fit)["skew"]
shape <- coef(fit)["shape"]

# 计算VaR (使用向量化方法)
p <- 0.05 # 置信水平(1-95%)
VaR <- mu + sigma_t * qdist("sstd", p = p, mu = 0, sigma = 1, skew = skew, shape = shape)

# 计算ES (使用数值积分)
es_integrand <- function(x) {
 qdist("sstd", p = x, mu = 0, sigma = 1, skew = skew, shape = shape)
}

# 向量化积分计算（对每个时间点单独计算ES）
ES <- numeric(length(returns))
for (i in 1:length(returns)) {
 int_result <- integrate(es_integrand, lower = 0, upper = p, subdivisions = 1000)
 ES[i] <- mu[i] + sigma_t[i] * int_result$value / p
}

# 确保所有向量长度一致（处理可能的长度差异）
min_len <- min(length(returns), length(VaR), length(ES))
actual <- as.numeric(tail(returns, min_len))
VaR <- tail(as.numeric(tail(VaR, min_len)),1)
ES <- tail(as.numeric(tail(ES, min_len)),1)

risk_results[["rugarch"]] <- list(
 VaR = VaR,
 ES = ES
)

gets包（基于ARX模型的条件风险度量）

# 加载必要的包
library(gets)

## 
## Attaching package: 'gets'

## The following objects are masked from 'package:cvar':
## 
## ES, VaR

## The following objects are masked from 'package:fGarch':
## 
## ES, VaR

## The following objects are masked from 'package:PerformanceAnalytics':
## 
## ES, VaR

returns <- diff(log(Cl(IXIC))) 
returns <- as.vector(na.omit(returns)) # 强制转换为普通向量

# 设置置信水平
alpha <- 0.95

# 构建ARX模型（滞后1阶）
# 使用普通向量而非xts对象
arx_model <- arx(returns, mc=TRUE, ar=1) # 直接使用向量格式

# 计算VaR和ES
risk_results[["gets"]] <- list(
 VaR = quantile(arx_model$residuals, probs=1-alpha),
 ES = mean(arx_model$residuals[arx_model$residuals <= quantile(arx_model$residuals, probs=1-alpha)])
)

# 打印结果
cat("ARX模型风险度量结果:\n")

## ARX模型风险度量结果:

cat("VaR (", alpha*100, "%):", round(risk_results[["gets"]]$VaR*100, 2), "%\n")

## VaR ( 95 %): -2.64 %

cat("ES (", alpha*100, "%):", round(risk_results[["gets"]]$ES*100, 2), "%\n")

## ES ( 95 %): -3.93 %

MSGARCH包（贝叶斯方法的风险预测）

if (!require("MSGARCH")) install.packages("MSGARCH")

## Loading required package: MSGARCH

library(MSGARCH)
spec_msgarch <- CreateSpec()
fit_msgarch <- FitML(spec_msgarch, data = returns)
risk_msgarch <- Risk(fit_msgarch, n.ahead = 1, level = alpha)
risk_results[["MSGARCH"]] <- list(
 VaR = as.numeric(risk_msgarch$VaR),
 ES = as.numeric(risk_msgarch$ES)
)

VaRES包（多种参数分布的风险度量）

if (!require("VaRES")) install.packages("VaRES")

## Loading required package: VaRES

library(VaRES)

returns <- diff(log(Cl(IXIC))) 
returns <- as.vector(na.omit(returns)) # 强制转换为普通向量

# 手动计算 VaR 和 ES（假设 df = 4）
df <- 4
alpha <- 0.05 # 95% 置信水平

# 计算 t 分布的 VaR
VaR_t <- -quantile(rt(n = 1e6, df = df), probs = alpha) * sd(returns)

# 计算 t 分布的 ES（解析解）
ES_t <- (dt(qt(alpha, df = df), df = df) / alpha) * 
 ((df + qt(alpha, df = df)^2) / (df - 2)) * 
 sd(returns)

risk_results[["VaRES"]] <- list(VaR = VaR_t, ES = ES_t)

结果对比与可视化

# 从risk_results中提取各方法的VaR和ES（统一格式：保留数值，处理符号）
returns_vec <- as.vector(returns) # 转换为向量用于部分模型

results <- tibble(
 方法 = c(
 "历史模拟法", 
 "正态分布假设", 
 "GARCH(fGarch)", 
 "GARCH(rugarch)", 
 "MSGARCH", 
 "ARX模型(gets)", 
 "t分布(VaRES)"
 ),
 # 提取VaR（统一为损失幅度，取绝对值或修正符号）
 VaR = c(
 as.numeric(risk_results$performance$VaR_historical) %>% abs(), # 历史模拟法
 as.numeric(risk_results$performance$VaR_gaussian) %>% abs(), # 正态分布
 as.numeric(risk_results$fgarch$var_garch), # fGarch
 as.numeric(risk_results$rugarch$VaR) %>% abs(), # rugarch
 as.numeric(risk_results$MSGARCH$VaR[1]) %>% abs(), # MSGARCH（取第一个结果）
 as.numeric(risk_results$gets$VaR) %>% abs(), # ARX模型
 as.numeric(risk_results$VaRES$VaR) # VaRES包
 ),
 # 提取ES（统一为损失幅度，取绝对值或修正符号）
 ES = c(
 as.numeric(risk_results$performance$es_historical) %>% abs(), # 历史模拟法
 as.numeric(risk_results$performance$es_gaussian) %>% abs(), # 正态分布
 as.numeric(risk_results$fgarch$es_garch), # fGarch
 as.numeric(risk_results$rugarch$ES) %>% abs(), # rugarch
 as.numeric(risk_results$MSGARCH$ES[1]) %>% abs(), # MSGARCH（取第一个结果）
 as.numeric(risk_results$gets$ES) %>% abs(), # ARX模型
 as.numeric(risk_results$VaRES$ES) # VaRES包
 )
)

# 转换为百分比（乘以100）
results <- results %>% 
 mutate(
 VaR_pct = VaR * 100,
 ES_pct = ES * 100
 )



# 不同方法的ES对比图
ggplot(results, aes(x = 方法, y = ES_pct, fill = 方法)) +
 geom_col(width = 0.7, show.legend = FALSE) + # 柱状图，不显示图例
 geom_text(
 aes(label = sprintf("%.2f%%", ES_pct)), # 显示百分比标签
 vjust = -0.5, size = 4, family = "SimHei"
 ) +
 labs(
 title = "不同方法计算的预期损失(ES)对比",
 x = "风险度量方法",
 y = "ES（%）",
 caption = "数据来源：纳斯达克指数(2020-2025)日对数收益率"
 ) +
 ylim(0, max(results$ES_pct) * 1.2) + # 调整y轴范围，避免标签超出
 theme_minimal(base_family = "SimHei") +
 theme(
 plot.title = element_text(hjust = 0.5, face = "bold", size = 14),
 axis.text.x = element_text(angle = 45, hjust = 1, size = 10),
 plot.caption = element_text(hjust = 0, size = 8, color = "gray50")
 )

# 不同方法的VaR对比图
ggplot(results, aes(x = 方法, y = VaR_pct, fill = 方法)) +
 geom_col(width = 0.7, show.legend = FALSE) +
 geom_text(
 aes(label = sprintf("%.2f%%", VaR_pct)),
 vjust = -0.5, size = 4, family = "SimHei"
 ) +
 labs(
 title = "不同方法计算的风险价值(VaR)对比",
 x = "风险度量方法",
 y = "VaR（%）",
 caption = "数据来源：纳斯达克指数(2020-2025)日对数收益率"
 ) +
 ylim(0, max(results$VaR_pct) * 1.2) +
 theme_minimal(base_family = "SimHei") +
 theme(
 plot.title = element_text(hjust = 0.5, face = "bold", size = 14),
 axis.text.x = element_text(angle = 45, hjust = 1, size = 10),
 plot.caption = element_text(hjust = 0, size = 8, color = "gray50")
 )

# 收益率分布与ES标记
# 绘制收益率直方图，并标记历史模拟法ES
p <- ggplot(data = tibble(returns = returns_vec), aes(x = returns)) +
 geom_histogram(
 aes(y = after_stat(density)), # 密度直方图
 bins = 50, fill = "lightblue", color = "white"
 ) +
 # 添加核密度曲线
 geom_density(color = "darkblue", linewidth = 0.8) +
 # 标记历史模拟法ES（取绝对值对应的收益率位置）
 geom_vline(
 xintercept = -results$ES[results$方法 == "历史模拟法"] / 100, # 转换为收益率（负值表示损失）
 color = "red", linewidth = 1.2, linetype = "dashed"
 ) +
 annotate(
 "text", x = -results$ES[results$方法 == "历史模拟法"] / 100, y = 5,
 label = sprintf("历史模拟法ES: %.2f%%", results$ES[results$方法 == "历史模拟法"]),
 color = "red", hjust = 1.1, family = "SimHei"
 ) +
 labs(
 title = "纳斯达克指数日对数收益率分布",
 x = "日对数收益率",
 y = "密度"
 ) +
 theme_minimal(base_family = "SimHei") +
 theme(
 plot.title = element_text(hjust = 0.5, face = "bold")
 )
print(p)

# ----------------------
# 输出数值结果
# ----------------------
cat("各方法风险度量结果（百分比）：\n")

## 各方法风险度量结果（百分比）：

results %>% 
 select(方法, VaR_pct, ES_pct) %>% 
 rename(
 "风险度量方法" = 方法,
 "VaR（%）" = VaR_pct,
 "ES（%）" = ES_pct
 ) %>% 
 print(n = Inf)

## # A tibble: 7 × 3
## 风险度量方法 `VaR（%）` `ES（%）`
## <chr> <dbl> <dbl>
## 1 历史模拟法 2.58 3.91
## 2 正态分布假设 2.64 3.32
## 3 GARCH(fGarch) 1.47 1.86
## 4 GARCH(rugarch) 1.48 2.07
## 5 MSGARCH 2.25 2.73
## 6 ARX模型(gets) 2.64 3.93
## 7 t分布(VaRES) 3.47 7.87

结论CVaR 和 ES 作为 VaR 的补充工具，能够更全面地度量金融风险，尤其是在处理尾部风险时表现更为出色。通过结合使用 VaR、CVaR 和 ES，风险管理者可以获得更完整的风险图景，从而做出更明智的风险管理决策。在实际应用中，应根据投资组合的特性和市场环境选择合适的风险度量方法。

不同 R 包提供了多种计算 ES/CVaR 的方法，各有特点：PerformanceAnalytics：简单易用，支持多种分布假设RiskPortfolios：专注投资组合风险分析fGarch/rugarch：适合结合 GARCH 模型处理时变波动率ExpectedShortfall：提供 ES 回测功能建议结合数据特性（如是否存在厚尾、波动聚类等）选择合适的模型，并对比不同方法的结果以确保对极端风险的充分考虑。

基于双均线交叉与追踪止损的交易策略

Fri, 27 Jul 2018 00:00:00 +0000

在趋势跟踪策略中，移动平均线交叉是识别趋势转折的经典方法，而止损机制则是控制风险的关键补充。本文解析的 R 语言代码，基于quantstrat包实现了一套融合双均线交叉信号与追踪止损的交易策略，以 AAPL 为标的展示了从策略构建到回测的完整流程。通过明确的信号规则与风险控制机制，该策略为趋势跟踪的量化实现提供了可参考的框架。

核心指标与策略逻辑

策略的核心指标是两条简单移动平均线（SMA）：

快速 SMA（5 日）：基于最近 5 个交易日的收盘价计算，反映短期价格趋势。
慢速 SMA（75 日）：基于最近 75 个交易日的收盘价计算，反映中长期价格趋势。

策略逻辑围绕两条均线的交叉展开：当快速 SMA 从下方上穿慢速 SMA 时，视为多头趋势确立，生成买入信号；当快速 SMA 从上方下穿慢速 SMA 时，视为趋势转弱，生成卖出信号。同时，为避免趋势反转时的大额亏损，策略加入了追踪止损（stoptrailing）机制 —— 当价格从持仓后的高点回落一定比例时，自动平仓离场，锁定部分收益。

策略代码

以下是完整的策略代码，包含逐段注释以解释各环节功能：

###############################################################################
# 一个使用简单均线交叉策略的演示脚本，包含追踪止损，用于测试
###############################################################################

# 加载quantstrat包，用于量化策略开发与回测
library(quantstrat)

# 策略参数设置
init_date <- "2017-01-01" # 初始化日期
start_date <- "2017-01-01" # 回测开始日期
end_date <- "2018-12-31" # 回测结束日期
init_equity <- 1e4 # 初始资金1万美元
.orderqty <- 100 # 订单数量（后续规则中实际使用1000）
Sys.setenv(TZ = "UTC") # 设置时区为UTC，避免日期处理问题
fast <- 5 # 快速SMA周期（5日）
slow <- 75 # 慢速SMA周期（75日）
symbols <- symbol <- "AAPL" # 交易标的为AAPL
tradesize = 1e4 # 交易规模（1万美元）

# 定义货币与标的属性：AAPL以美元计价，合约乘数为1
currency('USD')

## [1] "USD"

# 加载AAPL历史数据（此处使用内置数据，也可从雅虎财经下载）
data(AAPL)
stock(symbols, currency = "USD", multiplier = 1)

## [1] "AAPL"

# 初始化组合、账户与订单簿
portfolio.st <- "Port.Luxor" # 组合名称
account.st <- "Acct.Luxor" # 账户名称
strategy.st <- "Strat.Luxor" # 策略名称

# 清理旧策略数据，确保回测环境纯净
rm.strat(strategy.st)
rm.strat(portfolio.st)
rm.strat(account.st)

# 初始化投资组合：指定标的与初始化日期
initPortf(
 name = portfolio.st,
 symbols = symbols,
 initDate = init_date
)

## [1] "Port.Luxor"

# 初始化账户：关联组合，设置初始资金
initAcct(
 name = account.st,
 portfolios = portfolio.st,
 initDate = init_date,
 initEq = init_equity
)

## [1] "Acct.Luxor"

# 初始化订单簿：记录交易订单
initOrders(
 portfolio = portfolio.st,
 symbols = symbols,
 initDate = init_date
)

# 创建策略对象并存储到环境中
strategy(strategy.st, store = TRUE)

# 添加技术指标：快速SMA与慢速SMA
add.indicator(
 strategy = strategy.st,
 name = "SMA", # 使用SMA函数计算移动平均线
 arguments = list(x = quote(Cl(mktdata)), n = fast), # 输入为收盘价，周期5日
 label = "nFast" # 指标标签：快速SMA
)

## [1] "Strat.Luxor"

add.indicator(
 strategy = strategy.st,
 name = "SMA",
 arguments = list(x = quote(Cl(mktdata)), n = slow), # 周期75日
 label = "nSlow" # 指标标签：慢速SMA
)

## [1] "Strat.Luxor"

# 生成交易信号：基于双均线交叉
# 信号1：快速SMA上穿慢速SMA（大于关系），视为多头信号（LONG）
add.signal(
 strategy.st,
 name = "sigCrossover", # 交叉信号函数
 arguments = list(
 column = c("nFast", "nSlow"), # 对比快速与慢速SMA
 relationship = "gt" # 大于（上穿）
 ),
 label = "LONG" # 信号标签：买入
)

## [1] "Strat.Luxor"

# 信号2：快速SMA下穿慢速SMA（小于关系），视为空头信号（SHORT）
add.signal(
 strategy.st,
 name = "sigCrossover",
 arguments = list(
 column = c("nFast", "nSlow"),
 relationship = "lt" # 小于（下穿）
 ),
 label = "SHORT" # 信号标签：卖出
)

## [1] "Strat.Luxor"

# 入场规则：当LONG信号触发时，以限价单买入
add.rule(
 strategy.st,
 name = "ruleSignal", # 基于信号的规则
 arguments = list(
 sigcol = "LONG", # 触发信号列：LONG
 sigval = TRUE, # 信号值为TRUE时执行
 orderside = "long", # 做多方向
 ordertype = "limit", # 限价单
 threshold = 1/100, # 阈值（相对于参考价格的比例）
 tmult = T, # 阈值为比例（而非固定值）
 orderqty = 1000, # 订单数量：1000股
 prefer = "Open", # 参考价格为开盘价
 TxnFees = -10, # 交易费用：-10美元（每次交易成本）
 orderset = "ocolong", # 订单集标签，用于管理相关订单
 replace = F # 不替换未成交订单
 ),
 type = "enter", # 入场规则
 enabled = T, # 启用规则
 label = "EnterLONG" # 规则标签
)

## [1] "Strat.Luxor"

# 出场规则：当SHORT信号触发时，平掉所有多头持仓
add.rule(
 strategy = strategy.st,
 name = "ruleSignal",
 arguments = list(
 sigcol = "SHORT", # 触发信号列：SHORT
 sigval = TRUE,
 orderqty = 'all', # 平仓全部持仓
 orderside = 'long', # 针对多头持仓
 ordertype = "market", # 市价单（确保快速平仓）
 prefer = "Open", # 参考价格为开盘价
 TxnFees = -10, # 交易费用
 orderset = "ocolong",
 replace = F
 ),
 type = "exit", # 出场规则
 enabled = T,
 parent = "EnterLONG", # 关联入场规则，确保对应持仓平仓
 label = "Exit2SHORT"
)

## [1] "Strat.Luxor"

# 止损规则：追踪止损，控制单边趋势反转风险
add.rule(
 strategy.st,
 name = "ruleSignal",
 arguments = list(
 sigcol = "LONG", # 与入场信号关联
 sigval = TRUE,
 orderside = "long",
 ordertype = "stoptrailing", # 追踪止损单
 orderqty = "all", # 平仓全部持仓
 prefer = "Close", # 参考价格为收盘价
 threshold = 2/100, # 追踪止损比例：2%（从高点回落2%平仓）
 tmult = T, # 阈值为比例
 TxnFees = -10,
 orderset = "ocolong",
 replace = F
 ),
 type = "chain", # 链式规则（跟随入场规则触发）
 parent = "EnterLONG", # 基于EnterLONG规则触发的持仓
 enabled = T,
 label = "StopTrailingLONG" # 规则标签：多头追踪止损
)

## [1] "Strat.Luxor"

# 执行策略回测
applyStrategy(strategy = strategy.st, portfolios = portfolio.st)

## [1] "2017-07-27 00:00:00 AAPL 1000 @ 141.598281619503"
## [1] "2017-08-03 00:00:00 AAPL -1000 @ 150.70126151877"
## [1] "2017-10-04 00:00:00 AAPL 1000 @ 147.350684699421"
## [1] "2017-10-19 00:00:00 AAPL -1000 @ 151.241571914452"
## [1] "2018-03-22 00:00:00 AAPL 1000 @ 166.357919238892"
## [1] "2018-03-23 00:00:00 AAPL -1000 @ 163.030760854114"
## [1] "2018-04-19 00:00:00 AAPL 1000 @ 168.23487944963"
## [1] "2018-04-20 00:00:00 AAPL -1000 @ 164.870181860637"
## [1] "2018-11-23 00:00:00 AAPL 1000 @ 171.574945095388"
## [1] "2018-11-26 00:00:00 AAPL -1000 @ 168.14344619348"

# 更新组合与账户数据
updatePortf(portfolio.st)

## [1] "Port.Luxor"

daterange <- time(getPortfolio(portfolio.st)$summary)[-1] # 获取交易日期范围
updateAcct(account.st, daterange) # 更新账户数据至指定日期

## [1] "Acct.Luxor"

updateEndEq(account.st) # 更新账户最终权益

## [1] "Acct.Luxor"

# 提取交易统计数据
tstats <- t(tradeStats(Portfolios = portfolio.st))

# 可视化回测结果：展示持仓变化与双均线
chart.Posn(
 Portfolio = portfolio.st, 
 Symbol = "AAPL", 
 TA = c("add_SMA(n=fast, col='blue')", "add_SMA(n=slow, col='red')") # 叠加5日（蓝）与75日（红）均线
)

# 查看订单簿（用于调试与详细分析）
obook <- getOrderBook('Port.Luxor')

策略核心思路解析

该策略的实现遵循量化交易的标准化流程，各环节紧密衔接，形成完整的逻辑闭环：

环境与参数的初始化

代码首先清理旧策略数据，避免残留信息干扰；随后定义交易标的（AAPL）、初始资金（1 万美元）、均线周期（5 日 / 75 日）等核心参数，并通过initPortf、initAcct等函数初始化组合、账户与订单簿，为策略运行搭建基础环境。

指标与信号的层次构建

策略通过add.indicator添加双均线指标，将短期与长期趋势量化；再通过add.signal定义交叉信号 —— 上穿为买入、下穿为卖出，使趋势转折的判断从主观观察转化为客观规则。这种 “指标→信号” 的转化，是量化策略可复现性的核心。

交易规则的风险控制设计

策略的规则体系包含三类动作：

入场：以限价单买入，控制入场成本；
出场：以市价单平仓，确保趋势反转时及时离场；
止损：追踪止损单（回落 2% 平仓），在趋势未按预期发展时限制亏损。

同时，规则中明确了交易费用（每次 - 10 美元），使回测更接近实盘成本结构；通过parent参数关联入场与出场规则，确保持仓与平仓的对应性。

回测执行与结果可视化

代码通过applyStrategy执行策略回测，更新组合与账户数据后，利用chart.Posn展示 AAPL 的持仓变化，并叠加双均线直观呈现交易时机与趋势的关系；tradeStats则提供胜率、盈亏比等统计指标，为策略评估提供数据支持。

策略的优势与局限性

该策略的优势体现在逻辑清晰与风险控制的结合：

规则明确：基于均线交叉的信号无主观干扰，参数与动作均可量化，便于复现与优化；
风险可控：同时包含趋势反转出场与追踪止损，既捕捉趋势收益，又控制极端风险；
结构灵活：各环节模块化（指标、信号、规则独立），便于扩展（如添加成交量过滤、调整均线周期）。

但策略也存在趋势跟踪策略的共性局限：

滞后性：SMA 基于历史价格计算，信号可能滞后于实际趋势，导致错过最佳入场 / 出场点；
参数敏感：5 日 / 75 日的周期是固定的，可能仅适配特定时段，在震荡市或极端行情中表现不佳；
单一标的依赖：策略仅针对 AAPL 设计，若扩展至其他标的，需重新优化参数以适应其波动性。

总结与改进方向

本策略展示了双均线交叉与追踪止损结合的量化实现，为趋势跟踪提供了一套可操作的框架。其核心价值在于将 “识别趋势→执行交易→控制风险” 的流程标准化，减少主观决策的干扰。

若要进一步优化，可从三方面入手：一是引入自适应参数（如根据市场波动率调整均线周期），提升策略对不同行情的适应性；二是添加过滤条件（如成交量放大时才确认信号），减少震荡市的虚假交易；三是扩展至多标的组合，通过分散投资降低单一标的风险。通过持续迭代，策略可在保持逻辑简洁的同时，提升实盘适用性。

前进测试可视化策略评估的重要工具

Tue, 10 Oct 2017 00:00:00 +0000

在量化交易中，理解指标的内涵与策略的稳健性同样重要。MACD（移动平均收敛散度）作为经典的趋势动量指标，其核心价值在于通过短期与长期价格趋势的差异，捕捉市场的潜在转折与动量变化。

MACD 由四个部分构成：快速 EMA（通常为 12 日）、慢速 EMA（通常为 26 日）、MACD 线（快速 EMA 与慢速 EMA 的差值）以及信号线（MACD 线的 9 日 EMA）。其主要用途包括：判断趋势方向（MACD 线在零轴上方为多头趋势，下方为空头趋势）、识别趋势强度（MACD 线与价格的背离暗示动量衰竭）、确认交易信号（信号线与 MACD 线的交叉或与零轴的交叉）。

而前进测试（Walk Forward Testing）则是评估策略稳健性的关键方法，它通过将历史数据划分为连续的训练期与测试期，滚动优化参数并验证效果，有效降低过拟合风险。本文解析的代码便聚焦于前进测试结果的可视化，以直观呈现策略在训练期的表现，为策略评估提供依据。

#
# 基于Jaekle & Tamasini所著《A new approach to system development and portfolio optimisation》
#
# 前进测试图表示例

# 加载quantstrat包，该包提供量化策略开发、回测及可视化工具
require('quantstrat')

# 构建完整路径
data_path <- paste0(path.package("quantstrat"), '/data/luxor.wfa.ples.RData')

# 加载数据文件
if (file.exists(data_path)) {
 load(data_path) # 加载文件中的审计环境数据（如策略参数、绩效记录等）
 ls() # 查看加载的对象（通常包含前进测试的审计信息）
}

## [1] "data_path" "luxoraudit"

# 绘制前进测试训练期的图表
# 数据来源为quantstrat包内置的Luxor系统前进测试示例数据（luxor.wfa.ples.RData）
chart.forward.training(luxoraudit)

这段代码的核心意图是通过可视化方式展示前进测试中训练期的策略表现，为策略评估提供直观依据。代码首先加载 quantstrat 包，该包是量化策略开发的核心工具，提供了从策略构建到回测可视化的完整功能。随后，代码指定了前进测试结果数据的路径 ——luxor.wfa.ples.RData，该数据源自《A new approach to system development and portfolio optimisation》一书中的 Luxor 系统，包含了前进测试的关键结果（如不同训练期的参数、收益、风险指标等）。

通过调用chart.forward.training函数，代码将加载的数据转化为直观的图表。前进测试的核心是 “滚动训练与验证”，即把历史数据划分为多个连续的训练期（用于优化策略参数）和测试期（用于验证参数有效性）。该函数专注于训练期的可视化，可能展示不同训练阶段的参数表现、收益曲线或风险指标分布，帮助交易者判断策略参数在不同市场环境下的稳定性，识别是否存在过拟合（如某训练期参数表现极好但其他时期失效）。

前进测试作为策略评估工具，优势在于通过滚动验证减少过拟合风险 —— 策略参数需在多个独立测试期表现稳定，而非仅适配单一历史区间，更贴近实盘环境。但其劣势在于计算成本较高，尤其是参数范围较广时，需反复训练与验证；此外，训练期与测试期的划分（如周期长度、滚动方式）可能影响结果，主观选择不当仍可能引入偏差。

对于前进测试本身，可探索动态周期划分（如根据市场波动率调整训练期长度），或引入更严格的统计检验（如夏普比率的显著性测试），进一步提升评估可靠性。通过指标优化与评估方法改进的结合，可构建更稳健的量化交易系统。

MACD 趋势跟踪策略的实现与解析：基于 AAPL 的量化回测

Mon, 10 Jul 2017 00:00:00 +0000

MACD（移动平均收敛散度）作为经典的趋势与动量指标，其核心价值在于通过短期与长期价格趋势的差异，捕捉市场动量的变化。在实际交易中，MACD 的信号线与零轴的交叉常被视为趋势转折的信号 —— 上穿零轴暗示趋势由弱转强，下穿零轴则可能预示趋势走弱。

本文将解析一段基于 R 语言quantstrat包的 MACD 策略代码，该代码以 AAPL 为标的，通过信号线穿越零轴生成交易信号，实现趋势跟踪，并展示量化策略从环境搭建到回测评估的完整流程。

MACD 指标的核心构成与策略逻辑

在深入代码前，先明确 MACD 指标的组成与策略设计逻辑：

快速 EMA（12 日）：基于收盘价计算的短期指数移动平均线，反映近期价格趋势。
慢速 EMA（26 日）：长期指数移动平均线，反映中长期价格趋势。
MACD 线：快速 EMA 与慢速 EMA 的差值，衡量短期与长期趋势的偏离程度。
信号线：MACD 线的 9 日 EMA，用于平滑 MACD 线的波动，减少噪音信号。
零轴：MACD 线与信号线围绕波动的基准线，代表多空力量的平衡点。

本策略的核心逻辑是：当信号线从下方穿越零轴（上穿）时，认为多头趋势确立，触发买入信号；当信号线从上方穿越零轴（下穿）时，认为空头趋势显现，触发卖出信号，通过这种方式跟踪中长期趋势。策略代码与详细注释

以下是完整的策略代码，包含逐段注释以解释各环节的功能：

# Simple MACD strategy
#
# MACD可通过多种方式使用，本策略展示其作为趋势指标的应用。
# 
# 传统上，当MACD信号线穿越零时，标志着正向趋势的确立
#
# 本策略将在“signal”列上穿零轴时买入，下穿零轴时卖出
# 
# Author: brian
###############################################################################


# 加载quantstrat包，用于量化策略开发与回测
require(quantstrat)

# 清理旧策略数据，确保回测环境纯净（避免残留数据干扰结果）
suppressWarnings(rm("order_book.macd", pos=.strategy))
suppressWarnings(rm("account.macd", "portfolio.macd", pos=.blotter))
suppressWarnings(rm("account.st", "portfolio.st", "stock.str", "stratMACD", "startDate", "initEq", 'start_t', 'end_t'))

# 设定交易标的为苹果公司股票（AAPL）
stock.str <- 'AAPL'

# MACD指标参数：快速EMA周期、慢速EMA周期、信号线周期，均采用指数移动平均线（EMA）
fastMA = 12 # 快速EMA周期（传统参数为12日）
slowMA = 26 # 慢速EMA周期（传统参数为26日）
signalMA = 9 # 信号线周期（传统参数为9日）
maType = "EMA" # 移动平均线类型为指数移动平均（EMA）

# 定义货币单位为美元，并初始化标的属性（AAPL以美元计价，合约乘数为1）
currency('USD')

## [1] "USD"

stock(stock.str, currency='USD', multiplier=1)

## [1] "AAPL"

# 回测参数设置：回测起始日期、初始资金、组合与账户名称
startDate = '2006-12-31' # 数据起始日期
initEq = 1000000 # 初始资金100万美元
portfolio.st = 'macd' # 投资组合名称
account.st = 'macd' # 账户名称

# 初始化回测环境：创建组合、账户与订单簿
initPortf(portfolio.st, symbols=stock.str) # 初始化组合，包含AAPL

## [1] "macd"

initAcct(account.st, portfolios=portfolio.st) # 初始化账户，关联组合

## [1] "macd"

initOrders(portfolio=portfolio.st) # 初始化订单簿，记录交易订单

# 创建策略对象，命名为'macd'并存储到环境中
strat.st <- portfolio.st
strategy(strat.st, store=TRUE)

# 添加MACD指标：基于收盘价计算MACD线、信号线
add.indicator(
 strat.st, 
 name = "MACD", # 使用TTR包中的MACD函数
 arguments = list(x=quote(Cl(mktdata))) # 输入为收盘价（Cl(mktdata)）
)

## [1] "macd"

# 生成交易信号：基于信号线与零轴的交叉
# 信号1：信号线上穿零轴（大于零且交叉），视为买入信号
add.signal(
 strat.st,
 name = "sigThreshold", # 阈值型信号函数
 arguments = list(
 column = "signal.MACD.ind", # 作用于MACD指标的信号线列
 relationship = "gt", # 大于（greater than）
 threshold = 0, # 阈值为0（零轴）
 cross = TRUE # 必须穿越阈值（避免持续触发）
 ),
 label = "signal.gt.zero" # 信号标签：上穿零轴
)

## [1] "macd"

# 信号2：信号线下穿零轴（小于零且交叉），视为卖出信号
add.signal(
 strat.st,
 name = "sigThreshold",
 arguments = list(
 column = "signal.MACD.ind",
 relationship = "lt", # 小于（less than）
 threshold = 0,
 cross = TRUE
 ),
 label = "signal.lt.zero" # 信号标签：下穿零轴
)

## [1] "macd"

# 定义交易规则：将信号转化为具体交易动作
# 入场规则：当出现上穿零轴信号时，买入（做多）
add.rule(
 strat.st,
 name = 'ruleSignal', # 基于信号的规则函数
 arguments = list(
 sigcol = "signal.gt.zero", # 触发信号列：上穿零轴
 sigval = TRUE, # 信号值为TRUE时触发
 orderqty = 1000000, # 订单数量（此处为大额，实际会由osMaxPos限制）
 ordertype = 'market', # 市价单
 orderside = 'long', # 做多方向
 threshold = NULL,
 osFUN = 'osMaxPos' # 使用最大仓位限制函数，避免超仓
 ),
 type = 'enter', # 入场规则
 label = 'enter'
)

## [1] "macd"

# 出场规则：当出现下穿零轴信号时，平仓（卖出所有持仓）
add.rule(
 strat.st,
 name = 'ruleSignal',
 arguments = list(
 sigcol = "signal.lt.zero", # 触发信号列：下穿零轴
 sigval = TRUE,
 orderqty = 'all', # 平仓全部持仓
 ordertype = 'market',
 orderside = 'long',
 threshold = NULL,
 orderset = 'exit2' # 订单集标签，用于管理出场订单
 ),
 type = 'exit', # 出场规则
 label = 'exit'
)

## [1] "macd"

# 再平衡规则：按月调整仓位，控制单只标的的资金占比
add.rule(
 strat.st,
 'rulePctEquity', # 基于权益比例的再平衡函数
 arguments = list(
 rebalance_on = 'months', # 再平衡周期：每月
 trade.percent = .02, # 单只标的持仓占总权益的比例（2%）
 refprice = quote(last(getPrice(mktdata)[paste('::', curIndex, sep='')])), # 参考价格为最新价格
 digits = 0 # 订单数量取整
 ),
 type = 'rebalance', # 再平衡规则
 label = 'rebalance'
)

## [1] "macd"

# 获取历史数据：从雅虎财经下载AAPL的历史数据（起始日期为startDate）
getSymbols(stock.str, from=startDate, src='yahoo')

## [1] "AAPL"

# 执行策略回测：应用再平衡策略
start_t <- Sys.time() # 记录回测开始时间
out <- applyStrategy.rebalancing(
 strat.st, 
 portfolios = portfolio.st,
 parameters = list(nFast=fastMA, nSlow=slowMA, nSig=signalMA, maType=maType), # 传递MACD参数
 verbose = TRUE # 输出详细过程
)

## [1] "2007-03-16 00:00:00 AAPL 6619 @ 3.19964289665222"

## [1] "2007-08-17 00:00:00 AAPL -6619 @ 4.35928583145142"

## [1] "2007-09-05 00:00:00 AAPL 4075 @ 4.88428592681885"

## [1] "2008-01-16 00:00:00 AAPL -4075 @ 5.70142889022827"

## [1] "2008-03-31 00:00:00 AAPL 4529 @ 5.125"

## [1] "2008-06-26 00:00:00 AAPL -4529 @ 6.00928592681885"

## [1] "2008-08-20 00:00:00 AAPL 3576 @ 6.28000020980835"

## [1] "2008-09-09 00:00:00 AAPL -3576 @ 5.41714286804199"

## [1] "2009-02-06 00:00:00 AAPL 6287 @ 3.56142902374268"

## [1] "2009-03-04 00:00:00 AAPL -6287 @ 3.25607109069824"
## [1] "2009-03-19 00:00:00 AAPL 6330 @ 3.62928605079651"

## [1] "2009-12-15 00:00:00 AAPL -6330 @ 6.93464279174805"
## [1] "2009-12-29 00:00:00 AAPL 2892 @ 7.46785688400269"

## [1] "2010-02-03 00:00:00 AAPL -2892 @ 7.11535692214966"

## [1] "2010-03-04 00:00:00 AAPL 2819 @ 7.52535676956177"

## [1] "2010-07-16 00:00:00 AAPL -2819 @ 8.92500019073486"

## [1] "2010-08-03 00:00:00 AAPL 2251 @ 9.35464286804199"
## [1] "2010-08-17 00:00:00 AAPL -2251 @ 8.99892902374268"

## [1] "2010-09-15 00:00:00 AAPL 2380 @ 9.65071392059326"

## [1] "2011-03-22 00:00:00 AAPL -2380 @ 12.1857137680054"

## [1] "2011-05-03 00:00:00 AAPL 1662 @ 12.4357137680054"
## [1] "2011-05-23 00:00:00 AAPL -1662 @ 11.9428567886353"

## [1] "2011-07-11 00:00:00 AAPL 1732 @ 12.6428565979004"

## [1] "2011-11-16 00:00:00 AAPL -1732 @ 13.7417860031128"

## [1] "2011-12-27 00:00:00 AAPL 1524 @ 14.518928527832"

## [1] "2012-05-09 00:00:00 AAPL -1524 @ 20.3278560638428"

## [1] "2012-06-20 00:00:00 AAPL 1017 @ 20.9192867279053"

## [1] "2012-10-12 00:00:00 AAPL -1017 @ 22.4896430969238"

## [1] "2013-05-09 00:00:00 AAPL 1329 @ 16.3132133483887"

## [1] "2013-06-19 00:00:00 AAPL -1329 @ 15.1071434020996"

## [1] "2013-07-26 00:00:00 AAPL 1481 @ 15.7496433258057"

## [1] "2014-01-22 00:00:00 AAPL -1481 @ 19.6967868804932"
## [1] "2014-01-24 00:00:00 AAPL 1053 @ 19.5025005340576"
## [1] "2014-01-29 00:00:00 AAPL -1053 @ 17.8839282989502"

## [1] "2014-03-26 00:00:00 AAPL 1121 @ 19.2778568267822"

## [1] "2014-04-15 00:00:00 AAPL -1121 @ 18.498571395874"
## [1] "2014-04-29 00:00:00 AAPL 1099 @ 21.1546421051025"

## [1] "2014-10-17 00:00:00 AAPL -1099 @ 24.4174995422363"
## [1] "2014-10-27 00:00:00 AAPL 839 @ 26.2775001525879"

## [1] "2015-01-06 00:00:00 AAPL -839 @ 26.5650005340576"

## [1] "2015-02-02 00:00:00 AAPL 721 @ 29.6574993133545"

## [1] "2015-06-19 00:00:00 AAPL -721 @ 31.6499996185303"

## [1] "2015-10-27 00:00:00 AAPL 767 @ 28.6375007629395"

## [1] "2015-12-16 00:00:00 AAPL -767 @ 27.8349990844727"

## [1] "2016-03-09 00:00:00 AAPL 874 @ 25.2800006866455"

## [1] "2016-05-02 00:00:00 AAPL -874 @ 23.4099998474121"

## [1] "2016-07-20 00:00:00 AAPL 883 @ 24.9899997711182"

## [1] "2016-11-09 00:00:00 AAPL -883 @ 27.7199993133545"

## [1] "2016-12-15 00:00:00 AAPL 766 @ 28.9549999237061"

## [1] "2017-06-20 00:00:00 AAPL -766 @ 36.252498626709"

## [1] "2017-07-25 00:00:00 AAPL 591 @ 38.185001373291"

## [1] "2017-09-27 00:00:00 AAPL -591 @ 38.5574989318848"

## [1] "2017-10-24 00:00:00 AAPL 552 @ 39.2750015258789"

## [1] "2018-02-02 00:00:00 AAPL -552 @ 40.125"

## [1] "2018-03-01 00:00:00 AAPL 478 @ 43.75"

## [1] "2018-04-02 00:00:00 AAPL -478 @ 41.6699981689453"
## [1] "2018-04-19 00:00:00 AAPL 507 @ 43.2000007629395"
## [1] "2018-04-25 00:00:00 AAPL -507 @ 40.9124984741211"

## [1] "2018-05-09 00:00:00 AAPL 514 @ 46.8400001525879"

## [1] "2018-07-06 00:00:00 AAPL -514 @ 46.9925003051758"
## [1] "2018-07-11 00:00:00 AAPL 459 @ 46.9700012207031"

## [1] "2018-10-29 00:00:00 AAPL -459 @ 53.060001373291"

## [1] "2019-02-08 00:00:00 AAPL 512 @ 42.6025009155273"

## [1] "2019-05-21 00:00:00 AAPL -512 @ 46.6500015258789"

## [1] "2019-06-21 00:00:00 AAPL 487 @ 49.6949996948242"

## [1] "2020-03-02 00:00:00 AAPL -487 @ 74.7024993896484"

## [1] "2020-04-23 00:00:00 AAPL 339 @ 68.7574996948242"

## [1] "2020-09-25 00:00:00 AAPL -339 @ 112.279998779297"

## [1] "2020-10-13 00:00:00 AAPL 189 @ 121.099998474121"

## [1] "2020-11-03 00:00:00 AAPL -189 @ 110.440002441406"
## [1] "2020-11-16 00:00:00 AAPL 201 @ 120.300003051758"

## [1] "2021-02-25 00:00:00 AAPL -201 @ 120.98999786377"

## [1] "2021-04-14 00:00:00 AAPL 179 @ 132.029998779297"

## [1] "2021-05-18 00:00:00 AAPL -179 @ 124.849998474121"

## [1] "2021-06-21 00:00:00 AAPL 175 @ 132.300003051758"

## [1] "2021-09-27 00:00:00 AAPL -175 @ 145.369995117188"

## [1] "2021-10-27 00:00:00 AAPL 154 @ 148.850006103516"

## [1] "2022-01-26 00:00:00 AAPL -154 @ 159.690002441406"

## [1] "2022-02-10 00:00:00 AAPL 125 @ 172.119995117188"
## [1] "2022-02-24 00:00:00 AAPL -125 @ 162.740005493164"

## [1] "2022-03-30 00:00:00 AAPL 132 @ 177.770004272461"

## [1] "2022-04-26 00:00:00 AAPL -132 @ 156.800003051758"

## [1] "2022-07-19 00:00:00 AAPL 160 @ 151"

## [1] "2022-09-13 00:00:00 AAPL -160 @ 153.839996337891"

## [1] "2022-11-23 00:00:00 AAPL 142 @ 151.070007324219"

## [1] "2022-12-08 00:00:00 AAPL -142 @ 142.649993896484"

## [1] "2023-01-30 00:00:00 AAPL 168 @ 143"

## [1] "2023-08-14 00:00:00 AAPL -168 @ 179.460006713867"

## [1] "2023-11-13 00:00:00 AAPL 128 @ 184.800003051758"

## [1] "2024-01-10 00:00:00 AAPL -128 @ 186.190002441406"
## [1] "2024-01-30 00:00:00 AAPL 114 @ 188.039993286133"

## [1] "2024-02-06 00:00:00 AAPL -114 @ 189.300003051758"

## [1] "2024-05-08 00:00:00 AAPL 129 @ 182.740005493164"

## [1] "2024-08-14 00:00:00 AAPL -129 @ 221.720001220703"
## [1] "2024-08-16 00:00:00 AAPL 99 @ 226.050003051758"

## [1] "2024-11-11 00:00:00 AAPL -99 @ 224.229995727539"
## [1] "2024-11-27 00:00:00 AAPL 97 @ 234.929992675781"

## [1] "2025-01-21 00:00:00 AAPL -97 @ 222.639999389648"

## [1] "2025-02-24 00:00:00 AAPL 93 @ 247.100006103516"

## [1] "2025-03-13 00:00:00 AAPL -93 @ 209.679992675781"

## [1] "2025-07-07 00:00:00 AAPL 107 @ 209.949996948242"

end_t <- Sys.time() # 记录回测结束时间
print(end_t - start_t) # 打印回测耗时

## Time difference of 8.527371 secs

# 更新组合数据：将交易记录同步到组合与账户
start_t <- Sys.time()
updatePortf(
 Portfolio = portfolio.st,
 Dates = paste('::', as.Date(Sys.time()), sep='') # 更新至当前日期
)

## [1] "macd"

end_t <- Sys.time()
print("trade blotter portfolio update:")

## [1] "trade blotter portfolio update:"

print(end_t - start_t) # 打印更新耗时

## Time difference of 0.03819585 secs

# 可视化回测结果：绘制持仓变化与MACD指标
chart.Posn(Portfolio = portfolio.st, Symbol = stock.str) # 展示AAPL的持仓变化

plot(add_MACD(fast=fastMA, slow=slowMA, signal=signalMA, maType="EMA")) # 叠加MACD指标（快速EMA=12，慢速EMA=26，信号线=9）

# 查看订单簿：获取所有订单的详细记录（用于调试与分析）
getOrderBook('macd')

## $macd
## $macd$AAPL
## Order.Qty Order.Price Order.Type Order.Side Order.Threshold
## 2007-03-15 6619 3.19892907142639 market long NA
## 2007-08-16 all 4.18035697937012 market long NA
## 2007-09-04 4075 5.1485710144043 market long NA
## 2008-01-15 all 6.03714323043823 market long NA
## 2008-03-28 4529 5.10750007629395 market long NA
## 2008-06-25 all 6.33535718917847 market long NA
## 2008-08-19 3576 6.19750022888184 market long NA
## 2008-09-08 all 5.6399998664856 market long NA
## 2009-02-05 6287 3.4449999332428 market long NA
## 2009-03-03 all 3.15607094764709 market long NA
## ... 
## 2024-02-05 all 187.679992675781 market long NA
## 2024-05-07 129 182.399993896484 market long NA
## 2024-08-13 all 221.270004272461 market long NA
## 2024-08-15 99 224.720001220703 market long NA
## 2024-11-08 all 226.960006713867 market long NA
## 2024-11-26 97 235.059997558594 market long NA
## 2025-01-17 all 229.979995727539 market long NA
## 2025-02-21 93 245.550003051758 market long NA
## 2025-03-12 all 216.979995727539 market long NA
## 2025-07-03 107 213.550003051758 market long NA
## Order.Status Order.StatusTime Prefer Order.Set Txn.Fees Rule
## 2007-03-15 closed 2007-03-16 00:00:00 NA 0 enter
## 2007-08-16 closed 2007-08-17 00:00:00 exit2 0 exit 
## 2007-09-04 closed 2007-09-05 00:00:00 NA 0 enter
## 2008-01-15 closed 2008-01-16 00:00:00 exit2 0 exit 
## 2008-03-28 closed 2008-03-31 00:00:00 NA 0 enter
## 2008-06-25 closed 2008-06-26 00:00:00 exit2 0 exit 
## 2008-08-19 closed 2008-08-20 00:00:00 NA 0 enter
## 2008-09-08 closed 2008-09-09 00:00:00 exit2 0 exit 
## 2009-02-05 closed 2009-02-06 00:00:00 NA 0 enter
## 2009-03-03 closed 2009-03-04 00:00:00 exit2 0 exit 
## ... 
## 2024-02-05 closed 2024-02-06 00:00:00 exit2 0 exit 
## 2024-05-07 closed 2024-05-08 00:00:00 NA 0 enter
## 2024-08-13 closed 2024-08-14 00:00:00 exit2 0 exit 
## 2024-08-15 closed 2024-08-16 00:00:00 NA 0 enter
## 2024-11-08 closed 2024-11-11 00:00:00 exit2 0 exit 
## 2024-11-26 closed 2024-11-27 00:00:00 NA 0 enter
## 2025-01-17 closed 2025-01-21 00:00:00 exit2 0 exit 
## 2025-02-21 closed 2025-02-24 00:00:00 NA 0 enter
## 2025-03-12 closed 2025-03-13 00:00:00 exit2 0 exit 
## 2025-07-03 closed 2025-07-07 00:00:00 NA 0 enter
## Time.In.Force
## 2007-03-15 
## 2007-08-16 
## 2007-09-04 
## 2008-01-15 
## 2008-03-28 
## 2008-06-25 
## 2008-08-19 
## 2008-09-08 
## 2009-02-05 
## 2009-03-03 
## ... 
## 2024-02-05 
## 2024-05-07 
## 2024-08-13 
## 2024-08-15 
## 2024-11-08 
## 2024-11-26 
## 2025-01-17 
## 2025-02-21 
## 2025-03-12 
## 2025-07-03 
## 
## 
## attr(,"class")
## [1] "order_book"

策略核心思路

该策略的实现遵循量化交易的经典流程，从环境初始化到信号生成，再到交易执行与结果可视化，各环节紧密衔接，核心思路可总结为以下几点：

环境与参数的标准化搭建：

代码首先清理旧有策略数据，避免残留信息干扰回测；随后定义交易标的（AAPL）、货币单位（USD）及初始资金（100 万美元），通过initPortf、initAcct等函数初始化组合、账户与订单簿，为策略运行创建纯净的环境。同时，设定 MACD 的核心参数（快速 EMA=12、慢速 EMA=26、信号线 = 9），这些参数是指标计算的基础，也是后续策略优化的关键变量。

指标与信号的逻辑闭环：

策略通过add.indicator添加 MACD 指标，基于收盘价计算 MACD 线与信号线；再通过add.signal定义信号规则 —— 当信号线从下方穿越零轴（signal.gt.zero）时，认为多头趋势确立，生成买入信号；当信号线从上方穿越零轴（signal.lt.zero）时，认为趋势转弱，生成卖出信号。这种 “指标计算→信号触发” 的逻辑，是趋势跟踪策略的核心。

交易规则的风险控制：

为避免盲目交易，策略通过多重规则控制风险：入场时使用osMaxPos函数限制最大仓位，防止单次下单量过大；出场时采用 “平仓全部持仓”（orderqty=‘all’），确保趋势反转时及时离场；每月再平衡（rulePctEquity）控制单只标的的持仓占比（2%），避免过度集中风险。

回测与可视化的结果验证：

策略通过applyStrategy.rebalancing执行回测，记录耗时以评估效率；随后更新组合数据，确保交易记录与账户权益同步；最后通过chart.Posn与add_MACD可视化持仓变化与指标走势，直观展示交易时机与 MACD 信号的对应关系，为策略分析提供依据。

策略的优势与局限性

该 MACD 趋势跟踪策略的优势在于逻辑清晰、实现简单，且具备明确的风险控制机制： - 基于信号线与零轴的交叉信号，避免了主观判断，规则可量化、可复现； - 再平衡机制与仓位限制有效控制了单一标的的风险暴露，适合资金管理； - 兼容量化回测框架，便于后续参数优化（如调整 EMA 周期）或策略扩展（如添加止损）。

但策略也存在趋势跟踪类策略的共性局限：

滞后性：EMA 基于历史价格计算，信号可能滞后于实际趋势转折，导致入场过晚或出场延迟；
震荡市失效：在横盘震荡行情中，信号线可能频繁穿越零轴，产生大量虚假信号，导致频繁交易与成本累积；
参数敏感性：过度依赖传统参数（12/26/9）可能无法适配不同市场环境，需结合标的特性优化。

基于双均线交叉的交易策略实现与回测分析

Fri, 12 May 2017 00:00:00 +0000

在量化交易领域，移动均线交叉策略是一种被广泛应用的趋势跟踪方法。本文将解析一段基于 R 语言 quantstrat 包的简单移动均线交叉策略代码，展示其实现思路、核心逻辑及回测分析过程。

策略核心思想

这段代码实现了一个经典的双均线交叉策略，其基本逻辑是通过比较短期均线与长期均线的相对位置来生成交易信号： - 当短期均线（50 日 SMA）上穿长期均线（200 日 SMA）时，产生买入信号 - 当短期均线（50 日 SMA）下穿长期均线（200 日 SMA）时，产生卖出信号

策略默认仅做多，代码中也预留了做空逻辑的实现方式

这种策略的理论基础在于，短期均线反映近期价格趋势，长期均线反映长期价格趋势，当短期均线从下方穿越长期均线时，通常被视为上升趋势的开始；反之则被视为下降趋势的开始。

策略实现的关键步骤

下面是代码的关键实现部分及解析：

# 加载必要的包
require(quantstrat)

# 环境初始化
ttz<-Sys.getenv('TZ')
Sys.setenv(TZ='UTC') # 时区设置，避免日期处理问题

# 清理旧策略数据
suppressWarnings(rm("order_book.macross",pos=.strategy))
suppressWarnings(rm("account.macross","portfolio.macross",pos=.blotter))
suppressWarnings(rm("account.st","portfolio.st","stock.str","stratMACROSS",'start_t','end_t'))

# 设置交易标的和货币
stock.str='AAPL' # 以苹果公司股票为例
currency('USD')

## [1] "USD"

stock(stock.str,currency='USD',multiplier=1)

## [1] "AAPL"

# 初始化回测参数
startDate="1999-12-31" # 回测起始日期
initEq=1000000 # 初始资金100万美元
portfolio.st='macross' # 投资组合名称
account.st='macross' # 账户名称

# 初始化投资组合、账户和订单簿
initPortf(portfolio.st,symbols=stock.str)

## [1] "macross"

initAcct(account.st,portfolios=portfolio.st, initEq=initEq)

## [1] "macross"

initOrders(portfolio=portfolio.st)

# 创建策略对象
stratMACROSS<- strategy(portfolio.st)

# 添加技术指标：50日和200日简单移动平均线
stratMACROSS <- add.indicator(strategy = stratMACROSS, name = "SMA", 
 arguments = list(x=quote(Cl(mktdata)), n=50),
 label= "ma50" )
stratMACROSS <- add.indicator(strategy = stratMACROSS, name = "SMA", 
 arguments = list(x=quote(Cl(mktdata)[,1]), n=200),
 label= "ma200")

# 添加交易信号：均线交叉信号
stratMACROSS <- add.signal(strategy = stratMACROSS, name="sigCrossover",
 arguments = list(columns=c("ma50","ma200"), relationship="gte"),
 label="ma50.gt.ma200") # 短期均线上穿长期均线
stratMACROSS <- add.signal(strategy = stratMACROSS, name="sigCrossover",
 arguments = list(columns=c("ma50","ma200"), relationship="lt"),
 label="ma50.lt.ma200") # 短期均线下穿长期均线

# 添加交易规则：基于信号的交易执行
stratMACROSS <- add.rule(strategy = stratMACROSS, name='ruleSignal', 
 arguments = list(sigcol="ma50.gt.ma200", sigval=TRUE, 
 orderqty=100, ordertype='market', orderside='long'),
 type='enter') # 买入规则
stratMACROSS <- add.rule(strategy = stratMACROSS, name='ruleSignal', 
 arguments = list(sigcol="ma50.lt.ma200", sigval=TRUE, 
 orderqty='all', ordertype='market', orderside='long'),
 type='exit') # 卖出规则

# 预留的做空策略代码（默认未启用）
# stratMACROSS <- add.rule(strategy = stratMACROSS, name='ruleSignal', 
# arguments = list(sigcol="ma50.lt.ma200", sigval=TRUE, 
# orderqty=-100, ordertype='market', orderside='short'),
# type='enter')
# stratMACROSS <- add.rule(strategy = stratMACROSS, name='ruleSignal', 
# arguments = list(sigcol="ma50.gt.ma200", sigval=TRUE, 
# orderqty=100, ordertype='market', orderside='short'),
# type='exit')

# 获取历史数据并进行复权处理
getSymbols(stock.str, from=startDate, src='yahoo')

## [1] "AAPL"

for(i in stock.str)
 assign(i, adjustOHLC(get(i), use.Adjusted=TRUE))

# 执行策略回测
start_t<-Sys.time()
out<-applyStrategy(strategy=stratMACROSS, portfolios=portfolio.st)

## [1] "2001-06-27 00:00:00 AAPL 100 @ 0.350732564926147"
## [1] "2001-09-07 00:00:00 AAPL -100 @ 0.259667813777924"
## [1] "2002-01-07 00:00:00 AAPL 100 @ 0.344120860099792"
## [1] "2002-07-10 00:00:00 AAPL -100 @ 0.260269552469254"
## [1] "2003-05-16 00:00:00 AAPL 100 @ 0.28250914812088"
## [1] "2006-06-22 00:00:00 AAPL -100 @ 1.79062843322754"
## [1] "2006-09-26 00:00:00 AAPL 100 @ 2.33250570297241"
## [1] "2008-03-07 00:00:00 AAPL -100 @ 3.67412352561951"
## [1] "2008-05-19 00:00:00 AAPL 100 @ 5.51794862747192"
## [1] "2008-09-24 00:00:00 AAPL -100 @ 3.8682746887207"
## [1] "2009-05-14 00:00:00 AAPL 100 @ 3.69516229629517"
## [1] "2012-12-11 00:00:00 AAPL -100 @ 16.41552734375"
## [1] "2013-09-11 00:00:00 AAPL 100 @ 14.4533443450928"
## [1] "2015-08-31 00:00:00 AAPL -100 @ 25.3688125610352"
## [1] "2016-08-31 00:00:00 AAPL 100 @ 24.3808135986328"
## [1] "2018-12-24 00:00:00 AAPL -100 @ 34.9761238098145"
## [1] "2019-05-07 00:00:00 AAPL 100 @ 48.5301742553711"
## [1] "2022-06-06 00:00:00 AAPL -100 @ 143.832458496094"
## [1] "2022-09-27 00:00:00 AAPL 100 @ 149.571166992188"
## [1] "2022-10-10 00:00:00 AAPL -100 @ 138.394744873047"
## [1] "2023-03-23 00:00:00 AAPL 100 @ 157.137161254883"
## [1] "2024-03-15 00:00:00 AAPL -100 @ 171.583724975586"
## [1] "2024-06-14 00:00:00 AAPL 100 @ 211.500885009766"
## [1] "2025-04-08 00:00:00 AAPL -100 @ 172.194198608398"

end_t<-Sys.time()
print(end_t-start_t) # 输出回测执行时间

## Time difference of 0.2876902 secs

# 更新投资组合数据
start_t<-Sys.time()
updatePortf(Portfolio='macross', Dates=paste('::', as.Date(Sys.time()), sep=''))

## [1] "macross"

end_t<-Sys.time()
print("trade blotter portfolio update:")

## [1] "trade blotter portfolio update:"

print(end_t-start_t)

## Time difference of 0.04611683 secs

# 可视化回测结果
chart.Posn(Portfolio='macross', Symbol=stock.str)

add_SMA(n=50, on=1, col='blue') # 叠加50日均线（蓝色）

add_SMA(n=200, on=1) # 叠加200日均线（默认红色）

# 获取交易统计数据
book = getOrderBook('macross') # 订单簿
stats = tradeStats('macross') # 交易统计
ptstats = perTradeStats('macross') # 每笔交易统计
rets = PortfReturns('macross') # 组合收益
txns = getTxns('macross', stock.str) # 交易记录

# 恢复时区设置
Sys.setenv(TZ=ttz)

策略的核心组件涵盖了从环境搭建到结果分析的完整流程。在环境初始化阶段，首先通过设置时区避免日期处理过程中可能出现的问题，同时清理旧有的策略数据，确保回测环境的纯净性，为后续分析排除干扰。在此基础上，明确交易标的为 AAPL，并设定货币单位为 USD，为策略运行奠定基础。

指标与信号系统是策略的核心判断依据。通过 add.indicator 函数添加了 50 日和 200 日两条简单移动平均线（SMA），前者反映短期价格趋势，后者代表中长期趋势。随后，借助 add.signal 函数定义了均线交叉信号：当 50 日 SMA 上穿 200 日 SMA 时，生成买入信号；当 50 日 SMA 下穿 200 日 SMA 时，触发卖出信号，这一逻辑构成了策略的决策核心。

交易规则则将信号转化为具体操作。买入规则设定为当 50 日 SMA 上穿 200 日 SMA 时，买入 100 股；卖出规则则在 50 日 SMA 下穿 200 日 SMA 时，卖出全部持仓，实现趋势跟踪的闭环。此外，代码中还预留了做空规则，虽未启用，但为策略扩展至双向交易提供了可能，用户可根据需求取消注释启用。

数据处理与回测执行环节确保了策略的可操作性。从 Yahoo Finance 获取 AAPL 的历史数据后，进行复权处理以保证价格的准确性。通过 applyStrategy 函数执行回测，并记录执行时间，便于评估策略效率；随后更新投资组合数据，为绩效指标的计算提供支持。结果可视化与分析则让策略效果更加直观。利用 chart.Posn 绘制持仓变化图，并叠加 50 日和 200 日均线，清晰展示交易时机与价格趋势的关系。同时，通过获取订单簿、交易统计、每笔交易详情及组合收益等数据，为深入分析策略表现提供了全面依据。

这种双均线交叉策略的意义显著：它不仅实现了趋势跟踪的基本逻辑，能够捕捉中长期价格趋势，还提供了一套完整的量化交易框架，涵盖数据获取、信号生成、订单执行到绩效评估的全流程。代码结构清晰，便于修改和扩展，例如调整均线周期或添加其他指标以优化策略。

然而，该策略也存在明显局限性。在横盘震荡市场中，均线频繁交叉易产生虚假信号，导致频繁交易和不必要的亏损；固定的 100 股交易数量缺乏灵活的资金管理和风险控制机制；仅依赖收盘价计算均线，可能忽略日内价格波动中蕴含的信息；且未考虑交易成本和滑点，实际应用中的表现可能低于回测结果。

对于希望优化策略的交易者，可从多方面入手：调整均线周期参数以适应不同市场环境；引入交易量或其他技术指标过滤虚假信号，提高信号质量；实现动态仓位管理，根据市场波动性调整头寸大小，平衡风险与收益；增加止损和止盈机制，控制单笔交易的潜在风险。这种基于技术指标的趋势跟踪策略是量化交易的基础，理解其实现原理和优缺点，能为构建更复杂、更有效的交易系统提供重要参考。

使用blotter包绘制最大不利偏移（MAE）图

Wed, 10 Feb 2016 00:00:00 +0000

在交易过程中，MAE（最大不利偏移）是衡量风险的关键指标，它反映了从开仓到平仓期间账户价值相对于初始水平的最大回撤幅度。这一指标对于交易者而言具有重要意义：首先，它能直观呈现单笔交易可能面临的极端亏损风险，帮助交易者提前做好风险预判；其次，在止损策略优化方面，可将 MAE 的统计数据作为重要参考，例如将止损位设定在历史 MAE 均值的合理倍数之上，既能避免过早止损，又能有效控制亏损；最后，通过观察 MAE 的波动情况，还能评估交易系统的稳定性 —— 通常而言，MAE 曲线越平滑，说明系统在不同市场环境下的表现越稳定，抗风险能力越强。

Jaekle 和 Tamasini 在《A new approach to system development and portfolio optimisation》一书中，通过 Luxor 系统的实证分析进一步印证了 MAE 的应用价值。书中，作者通过绘制该系统的 MAE 图表，清晰展示了策略在不同市场周期中的风险暴露特征，为读者提供了一个将理论指标转化为实践分析的典型案例，这种可视化的呈现方式有助于交易者更直观地理解风险分布规律，进而优化自身的交易决策体系。

R 可以便捷绘制 MAE 图：

# 加载 blotter 包 - 用于交易系统分析和绩效评估
require('blotter')

# 加载 quantstrat 包中的示例数据 'luxor-p066'（这是一个交易策略的历史回测结果）
data('luxor-p066', package='quantstrat', envir=.blotter)

# 设置货币和汇率信息（GBP 代表英镑，USD 代表美元）
currency(c('GBP', 'USD'))

## [1] "GBP" "USD"

exchange_rate(c('GBPUSD'), tick_size=0.0001) # 设定 GBP/USD 汇率的最小变动单位

## [1] "GBPUSD"

# 绘制最大不利偏移（MAE）图表
chart.ME(
 Portfolio='luxor', # 指定要分析的投资组合名称为 'luxor'
 Symbol='GBPUSD', # 指定要分析的交易品种为 GBP/USD
 type='MAE', # 选择绘制 MAE（Maximum Adverse Excursion）图表
 scale='cash' # 以货币金额（现金）为单位显示结果
)

Figure 1: luxor 系统的 MAE 图

MAE 图表在交易系统评估中具有重要价值，能够帮助交易者识别策略风险点、优化资金管理并提升整体绩效。通过监测 MAE 曲线的波动，交易者可以及时发现策略在特定市场条件下的脆弱性，例如 MAE 突然增大的时期往往暗示策略对市场变化的适应性不足，需要调整入场或出场逻辑。在头寸管理方面，基于历史 MAE 数据可以精确计算每笔交易的最优仓位，避免因过度杠杆导致的风险暴露。此外，对比不同策略的 MAE 分布特征，能够直观地评估各策略的风险收益特性，为组合配置提供数据支持。

在实际应用中，MAE 分析可覆盖交易全周期。在风险控制环节，实时监控单笔交易的 MAE 水平，当接近或突破预设风险阈值时，及时采取减仓或止损措施，防止亏损扩大。策略优化阶段，通过关联 MAE 峰值与市场状态，可针对性地调整交易参数，例如优化止损位置或过滤特定市场环境下的信号。资金管理方面，结合历史 MAE 标准差与预期收益，可建立动态仓位模型，确保在不同市场波动性下保持稳定的风险敞口。这种系统化的应用方式使 MAE 不仅成为风险衡量工具，更成为策略迭代与资本配置的核心决策依据。

交易策略的 MFE 分析与可视化：评估盈利潜力的关键工具

Tue, 12 Jan 2016 00:00:00 +0000

在量化交易策略评估中，最大有利波动（MFE, Maximum Favorable Excursion）是衡量单笔交易潜在盈利空间的重要指标。它代表自交易入场后，价格朝着有利方向波动的最大幅度，能直观反映策略在理想情况下的盈利捕捉能力。

通过分析 MFE，交易者可以评估当前止盈策略是否充分捕获价格波动收益，识别交易时机是否精准，甚至为动态止盈参数的设定提供依据。这段代码正是基于这一原理，通过可视化 GBPUSD 货币对的 MFE 数据，帮助交易者理解 Luxor 策略在不同交易中的盈利潜力。

# 基于Jaekle & Tamasini所著《A new approach to system development and portfolio optimisation》
#
# 图3.16：百分比形式的MFE（最大有利波动）图形

# 加载blotter包，用于交易组合的记录与绩效分析
require('blotter')

## Loading required package: blotter

## Loading required package: xts

## Loading required package: zoo

## 
## Attaching package: 'zoo'

## The following objects are masked from 'package:base':
## 
## as.Date, as.Date.numeric

## Loading required package: FinancialInstrument

## Loading required package: quantmod

## Loading required package: TTR

## Registered S3 method overwritten by 'quantmod':
## method from
## as.zoo.data.frame zoo

## Loading required package: PerformanceAnalytics

## 
## Attaching package: 'PerformanceAnalytics'

## The following object is masked from 'package:graphics':
## 
## legend

# 加载Luxor策略的交易数据（对应书中第66页的示例）
# envir=.blotter参数将数据加载到blotter包的环境中，便于后续分析
data('luxor-p066', package='quantstrat', envir=.blotter)

# 定义货币单位与汇率属性：设置交易涉及的货币及GBPUSD的最小变动单位
currency(c('GBP', 'USD')) # 定义英镑和美元为交易货币

## [1] "GBP" "USD"

exchange_rate(c('GBPUSD'), tick_size=0.0001) # 设置GBPUSD的最小价格变动为0.0001（即1个点）

## [1] "GBPUSD"

# 绘制MFE图表：以百分比形式展示每笔交易的最大有利波动
chart.ME(
 Portfolio='luxor', # 指定要分析的投资组合名称
 Symbol='GBPUSD', # 指定要分析的交易品种（GBPUSD货币对）
 type='MFE', # 指定图表类型为MFE（最大有利波动）
 scale='percent' # 指定Y轴刻度为百分比形式（相对于入场价格的波动比例）
)

为增强 MFE 分析的实用性，可引入 MFE 与最终收益的对比分析，通过散点图展示每笔交易的 MFE 与实际平仓收益的关系，识别策略在盈利兑现上的效率。可增加按时间周期（如月度、季度）的 MFE 趋势分析，探究市场环境变化对策略盈利潜力的影响。

在可视化方面，可添加阈值参考线（如 MFE 的 25%、75% 分位数），直观标记优质交易与低效交易的分界线。还可结合最大不利波动（MAE）构建风险收益比矩阵，将每笔交易映射到二维空间中，更全面评估策略的风险收益特征。通过这些改进，MFE 分析将不仅能回顾历史表现，还能为动态止盈策略、仓位管理规则的优化提供数据支持，提升策略的实战效果。

基于 MFE 指标的交易策略绩效分析：GBP/USD 交易的最大有利波动可视化

Thu, 10 Dec 2015 00:00:00 +0000

在量化交易中，评估单笔交易的潜在盈利空间与风险控制能力是优化策略的重要环节。最大有利波动（MFE，Maximum Favorable Excursion）作为衡量交易过程中价格对持仓最有利波动程度的指标，能够帮助交易者理解策略在盈利阶段的表现 —— 例如，单笔交易曾达到的最大浮盈比例，以及该比例与最终盈利的关系。这段代码的核心思路便是通过可视化 GBPUSD 交易的 MFE 指标（以百分比形式），直观展示 Luxor 策略在交易过程中的潜在盈利空间，为评估策略的止盈设置、盈利捕捉能力提供依据。

# 基于Jaekle & Tamasini所著《A new approach to system development and portfolio optimisation》
#
# 图3.16：百分比形式的MFE（最大有利波动）图形

# 加载blotter包，用于交易组合的记录与绩效分析
require('blotter')

## Loading required package: blotter

## Loading required package: xts

## Loading required package: zoo

## 
## Attaching package: 'zoo'

## The following objects are masked from 'package:base':
## 
## as.Date, as.Date.numeric

## Loading required package: FinancialInstrument

## Loading required package: quantmod

## Loading required package: TTR

## Registered S3 method overwritten by 'quantmod':
## method from
## as.zoo.data.frame zoo

## Loading required package: PerformanceAnalytics

## 
## Attaching package: 'PerformanceAnalytics'

## The following object is masked from 'package:graphics':
## 
## legend

# 加载Luxor策略的交易数据（对应书中第66页的示例），存储到blotter环境中
# 数据包含GBPUSD的交易记录，如入场时间、价格、持仓变化等
data('luxor-p066', package='quantstrat', envir=.blotter)

# 定义货币单位：GBP（英镑）和USD（美元），因交易标的为GBPUSD（英镑兑美元）
currency(c('GBP', 'USD'))

## [1] "GBP" "USD"

# 定义汇率属性：GBPUSD的最小变动单位（点差）为0.0001
exchange_rate(c('GBPUSD'), tick_size=0.0001)

## [1] "GBPUSD"

# 绘制MFE图形（百分比形式）
chart.ME(
 Portfolio='luxor', # 组合名称：luxor（对应加载的数据）
 Symbol='GBPUSD', # 交易标的：英镑兑美元
 type='MFE', # 图形类型：最大有利波动（MFE）
 scale='percent' # 刻度单位：百分比（展示价格波动相对于入场价的百分比）
)

这段代码为 MFE 指标的可视化提供了基础框架，但可从多个维度优化以增强分析深度。可以结合最大不利波动（MAE，Maximum Adverse Excursion）进行对比分析，通过同一图表展示单笔交易的潜在盈利与风险边界，更全面评估策略的风险收益特征。其次，可增加统计维度，例如按交易方向（做多 / 做空）、持仓周期分组展示 MFE 分布，识别策略在不同场景下的盈利捕捉能力差异。

在可视化层面，可添加参考线（如平均 MFE、中位数 MFE），并允许交互查询（如点击某笔交易显示具体入场时间、价格），使结果更易解读。此外，引入交易成本（如点差、手续费）对 MFE 的影响分析，能让指标更贴近实盘场景，为止盈参数的优化（如是否在 MFE 达到某一比例时部分止盈）提供更精准的依据。通过这些改进，MFE 分析将从单纯的历史回顾升级为策略优化的实用工具，帮助交易者平衡盈利捕捉与风险控制。

日内时间窗口绩效分析与可视化

Sat, 10 Oct 2015 00:00:00 +0000

在量化交易中，分析交易策略在不同时间窗口的绩效表现至关重要，因为金融市场具有显著的日内周期性特征。不同时段的市场参与者结构、流动性水平、信息传递效率差异明显，导致同一策略在日内不同时间段的表现可能大相径庭。例如，美股市场开盘后的 30 分钟通常伴随着高波动率和大量订单流，趋势策略可能在此期间更有效；而午盘时段交投清淡，震荡策略或许更适用。通过系统地扫描不同时间窗口的绩效，交易者可以识别策略的 “最佳生效时段”，优化交易执行时间，减少无效信号干扰，提高资金使用效率。

此外，这种分析还能揭示策略的潜在弱点，例如仅在特定时段有效的策略可能存在过拟合风险，或对特定市场环境过度依赖，为策略的改进与风险控制提供依据。

# 基于Jaekle & Tamasini所著《A new approach to system development and portfolio optimisation》
#
# 3D时间跨度图表示例

# 加载必要的包：quantstrat用于量化策略分析，rgl用于3D图形绘制
require(quantstrat)

## Loading required package: quantstrat

## Loading required package: quantmod

## Loading required package: xts

## Loading required package: zoo

## 
## Attaching package: 'zoo'

## The following objects are masked from 'package:base':
## 
## as.Date, as.Date.numeric

## Loading required package: TTR

## Registered S3 method overwritten by 'quantmod':
## method from
## as.zoo.data.frame zoo

## Loading required package: blotter

## Loading required package: FinancialInstrument

## Loading required package: PerformanceAnalytics

## 
## Attaching package: 'PerformanceAnalytics'

## The following object is masked from 'package:graphics':
## 
## legend

## Loading required package: foreach

require(rgl)

## Loading required package: rgl

# 加载Luxor策略的时间跨度数据：包含2002-2008年24x24时间窗口的测试结果
# 数据路径为quantstrat包安装目录下的data文件夹
load(paste0(
 path.package('quantstrat'), # 获取quantstrat包的安装路径
 '/data/luxor.timespan.24x24.2002-2008.RData') # 拼接数据文件完整路径
)

# 数据预处理：将stats数据框中存储参数的列重命名为"timespan"，便于后续处理
names(stats)[names(stats)=='testPackListPRL[[k]]$parameters'] <- 'timespan'

# 分割timespan列：timespan格式可能为"开始时间/结束时间"，用strsplit分割为列表
stats$tmp = strsplit(as.character(stats$timespan), '/')

# 从分割后的列表中提取"from"（开始时间）和"to"（结束时间），存储为新列
stats$from <- sapply(stats$tmp, FUN = '[', 1) # 提取列表中第一个元素作为开始时间
stats$to <- sapply(stats$tmp, FUN = '[', 2) # 提取列表中第二个元素作为结束时间

# 从开始时间和结束时间中提取小时数：假设时间格式含"T小时:分钟"，用gsub匹配并提取小时
stats$start <- as.numeric(gsub('T([0-9]+):[0-9]+', x = stats$from, '\\1')) # 提取开始小时
stats$stop <- (as.numeric(gsub('T([0-9]+):[0-9]+', x = stats$to, '\\1')) + 1) %% 24 # 提取结束小时并调整（+1取整，%%24确保在0-23范围内）

# 注释部分：交易数据为EST时区（GMT-4），可将小时数加4转换为GMT时区（按需启用）
# stats$start<-(stats$start+4)%%24
# stats$stop<-(stats$stop+4)%%24

# 生成3D可视化图形：展示不同时间窗口（start和stop）与绩效指标的关系
tradeGraphs(
	stats, # 输入数据框
	free.params = c('start', 'stop'), # 自由参数：时间窗口的开始和结束小时
	statistics = c('Net.Trading.PL', 'maxDrawdown', "Avg.Trade.PL", 'Num.Trades', "Profit.Factor"), # 需展示的绩效指标：净交易收益、最大回撤、平均每笔收益、交易次数、盈利因子
	title = 'Luxor Intraday TimeWindow Scan' # 图形标题：Luxor日内时间窗口扫描
)

这段代码的核心思路是通过量化分析与 3D 可视化，探究 Luxor 日内交易策略在不同时间窗口（即日内交易的开始与结束小时）下的绩效表现。

其核心逻辑是：先加载包含策略在 2002-2008 年不同时间窗口测试结果的数据，再对数据进行预处理（提取时间窗口的开始与结束小时），最后通过 3D 图形直观展示不同时间窗口与关键绩效指标（如净收益、最大回撤等）的关系，从而识别出最优的日内交易时段。这种分析有助于理解策略在日内不同时段的适应性，为优化交易执行时间提供依据。

这段代码为日内时间窗口的绩效分析提供了一个基础性框架，但仍然有优化空间。我们可以考虑加入统计显著性检验，通过 t 检验或 bootstrap 方法验证不同时间窗口绩效差异是否偶然，避免因随机波动误判最优窗口。其次，可扩展时间窗口的粒度，例如从小时级细化到 15 分钟级，更精准捕捉日内波动特征。此外，结合市场环境变量（如波动率、成交量）进行条件分析，探究不同市场状态下最优时间窗口的差异，能提升策略的适应性。

在可视化方面，可增加交互功能（如鼠标悬停显示具体数值、动态筛选指标），并加入基准线（如全时段平均绩效），使对比更直观。最后，引入交易成本（如滑点、手续费）对绩效的影响分析，能让结果更贴近实盘场景，为实际交易决策提供更可靠的参考。

MACD 指标解析与策略实现：基于 AAPL 的趋势跟踪逻辑

Mon, 10 Aug 2015 00:00:00 +0000

MACD（移动平均收敛散度）是量化交易中经典的趋势与动量结合指标，其核心价值在于通过短期与长期价格趋势的差异，捕捉市场动量变化与潜在趋势转折。

MACD 的构成包括四个部分：快速 EMA（指数移动平均线，通常为 12 日）、慢速 EMA（通常为 26 日）、MACD 线（快速 EMA 与慢速 EMA 的差值）、信号线（MACD 线的 9 日 EMA，用于平滑波动）。在实际应用中，MACD 的主要用途包括：判断趋势方向（MACD 线在零轴上方为多头趋势，下方为空头趋势）、识别动量变化（MACD 线与价格的背离暗示趋势可能反转）、确认趋势确立（信号线穿越零轴标志趋势形成）。

本文解析的代码基于 quantstrat 包实现了一套简单的 MACD 趋势跟踪策略，以 AAPL 为标的，核心逻辑为：当信号线从下方穿越零轴（上穿）时，视为多头趋势确立，触发买入信号；当信号线从上方穿越零轴（下穿）时，视为趋势转弱，触发卖出信号，通过这种方式跟踪中长期趋势并捕获收益。

# Simple MACD strategy
#
# MACD可通过多种方式应用，本策略展示其作为趋势指标的用法。
# 
# 传统上，当MACD信号线穿越零时，标志着正向趋势的确立。
#
# 本策略将在信号线"signal"上穿零轴时买入，下穿零轴时卖出。
# 
# Author: brian
###############################################################################


# 加载quantstrat包，用于量化策略开发、回测与绩效分析
require(quantstrat)

# 清理旧策略数据，确保回测环境纯净（避免残留的订单、账户数据干扰结果）
suppressWarnings(rm("order_book.macd", pos=.strategy))
suppressWarnings(rm("account.macd", "portfolio.macd", pos=.blotter))
suppressWarnings(rm("account.st", "portfolio.st", "stock.str", "stratMACD", "startDate", "initEq", 'start_t', 'end_t'))

# 处理时区问题：若当前时区未设置，默认设为GMT，避免日期处理异常
oldtz <- Sys.getenv('TZ')
if (oldtz == '') {
 Sys.setenv(TZ = "GMT")
}


# 设定交易标的为苹果公司股票（AAPL）
stock.str <- 'AAPL'

# MACD指标参数设置
fastMA = 12 # 快速EMA周期（传统参数12日）
slowMA = 26 # 慢速EMA周期（传统参数26日）
signalMA = 9 # 信号线周期（传统参数9日）
maType = "EMA" # 均线类型为指数移动平均（EMA）

# 定义货币单位与标的属性：AAPL以美元计价，合约乘数为1（股票交易通常乘数为1）
currency('USD')

## [1] "USD"

stock(stock.str, currency = 'USD', multiplier = 1)

## [1] "AAPL"

# 回测基础参数
startDate = '2006-12-31' # 数据起始日期
initEq = 1000000 # 初始资金100万美元
portfolio.st = 'macd' # 投资组合名称
account.st = 'macd' # 账户名称

# 初始化回测环境
initPortf(portfolio.st, symbols = stock.str) # 创建包含AAPL的投资组合

## [1] "macd"

initAcct(account.st, portfolios = portfolio.st) # 初始化账户，关联投资组合

## [1] "macd"

initOrders(portfolio = portfolio.st) # 初始化订单簿，记录交易订单

# 定义策略对象，名称与组合一致，并存入环境
strat.st <- portfolio.st
strategy(strat.st, store = TRUE)

# 添加MACD指标：基于收盘价计算，参数为快速EMA、慢速EMA
add.indicator(
 strat.st, 
 name = "MACD", # 使用TTR包中的MACD函数
 arguments = list(
 x = quote(Cl(mktdata)), # 输入为收盘价（Cl(mktdata)）
 nFast = fastMA, # 快速EMA周期12日
 nSlow = slowMA # 慢速EMA周期26日
 ),
 label = '_' # 指标标签，用于后续信号引用
)

## [1] "macd"

# 生成交易信号：基于信号线与零轴的交叉
# 信号1：信号线上穿零轴（大于零且交叉），视为买入信号
add.signal(
 strat.st,
 name = "sigThreshold", # 阈值型信号函数
 arguments = list(
 column = "signal._", # 引用MACD指标中的信号线（因指标标签为'_'，故列名为signal._）
 relationship = "gt", # 大于（greater than）
 threshold = 0, # 阈值为0（零轴）
 cross = TRUE # 必须穿越阈值（避免持续触发）
 ),
 label = "signal.gt.zero" # 信号标签：上穿零轴
)

## [1] "macd"

# 信号2：信号线下穿零轴（小于零且交叉），视为卖出信号
add.signal(
 strat.st,
 name = "sigThreshold",
 arguments = list(
 column = "signal._",
 relationship = "lt", # 小于（less than）
 threshold = 0,
 cross = TRUE
 ),
 label = "signal.lt.zero" # 信号标签：下穿零轴
)

## [1] "macd"

# 定义交易规则：将信号转化为具体交易动作
####
# 入场规则：当买入信号触发时，以市价单买入100股
add.rule(
 strat.st,
 name = 'ruleSignal', # 基于信号的规则函数
 arguments = list(
 sigcol = "signal.gt.zero", # 触发信号列：上穿零轴
 sigval = TRUE, # 信号值为TRUE时执行
 orderqty = 100, # 订单数量：100股
 ordertype = 'market', # 市价单（确保及时入场）
 orderside = 'long', # 做多方向
 threshold = NULL # 无额外阈值
 ),
 type = 'enter', # 入场规则
 label = 'enter',
 storefun = FALSE # 不存储规则函数结果
)

## [1] "macd"

# 可选的风险止损规则（注释未启用）：
# 1. 止损限价单：当价格回落5%时触发止损
# add.rule(strat.st,name='ruleSignal', arguments = list(sigcol="signal.gt.zero",sigval=TRUE, orderqty='all', ordertype='stoplimit', orderside='long', threshold=-.05,tmult=TRUE, orderset='exit2'),type='chain', parent='enter', label='risk',storefun=FALSE)
# 2. 追踪止损单：当价格从高点回落1单位时触发止损
# add.rule(strat.st,name='ruleSignal', arguments = list(sigcol="signal.gt.zero",sigval=TRUE, orderqty='all', ordertype='stoptrailing', orderside='long', threshold=-1,tmult=FALSE, orderset='exit2'),	type='chain', parent='enter', label='trailingexit')

# 出场规则：当卖出信号触发时，以市价单平仓所有持仓
add.rule(
 strat.st,
 name = 'ruleSignal',
 arguments = list(
 sigcol = "signal.lt.zero", # 触发信号列：下穿零轴
 sigval = TRUE,
 orderqty = 'all', # 平仓全部持仓
 ordertype = 'market', # 市价单（确保及时离场）
 orderside = 'long', # 针对多头持仓
 threshold = NULL,
 orderset = 'exit2' # 订单集标签，用于管理出场订单
 ),
 type = 'exit', # 出场规则
 label = 'exit'
)

## [1] "macd"

# 结束规则定义
####

# 获取历史数据：从雅虎财经下载AAPL的历史数据（2006-12-31至2014-06-01）
getSymbols(stock.str, from = startDate, to = '2014-06-01', src = 'yahoo')

## [1] "AAPL"

# 执行策略回测并记录时间
start_t <- Sys.time() # 回测开始时间
out <- applyStrategy(
 strat.st, 
 portfolios = portfolio.st,
 parameters = list(nFast = fastMA, nSlow = slowMA, nSig = signalMA, maType = maType), # 传递MACD参数
 verbose = TRUE # 输出详细过程
)

## [1] "2007-03-16 00:00:00 AAPL 100 @ 3.19964289665222"
## [1] "2007-08-17 00:00:00 AAPL -100 @ 4.35928583145142"
## [1] "2007-09-05 00:00:00 AAPL 100 @ 4.88428592681885"
## [1] "2008-01-16 00:00:00 AAPL -100 @ 5.70142889022827"
## [1] "2008-03-31 00:00:00 AAPL 100 @ 5.125"
## [1] "2008-06-26 00:00:00 AAPL -100 @ 6.00928592681885"
## [1] "2008-08-20 00:00:00 AAPL 100 @ 6.28000020980835"
## [1] "2008-09-09 00:00:00 AAPL -100 @ 5.41714286804199"
## [1] "2009-02-06 00:00:00 AAPL 100 @ 3.56142902374268"
## [1] "2009-03-04 00:00:00 AAPL -100 @ 3.25607109069824"
## [1] "2009-03-19 00:00:00 AAPL 100 @ 3.62928605079651"
## [1] "2009-12-15 00:00:00 AAPL -100 @ 6.93464279174805"
## [1] "2009-12-29 00:00:00 AAPL 100 @ 7.46785688400269"
## [1] "2010-02-03 00:00:00 AAPL -100 @ 7.11535692214966"
## [1] "2010-03-04 00:00:00 AAPL 100 @ 7.52535676956177"
## [1] "2010-07-16 00:00:00 AAPL -100 @ 8.92500019073486"
## [1] "2010-08-03 00:00:00 AAPL 100 @ 9.35464286804199"
## [1] "2010-08-17 00:00:00 AAPL -100 @ 8.99892902374268"
## [1] "2010-09-15 00:00:00 AAPL 100 @ 9.65071392059326"
## [1] "2011-03-22 00:00:00 AAPL -100 @ 12.1857137680054"
## [1] "2011-05-03 00:00:00 AAPL 100 @ 12.4357137680054"
## [1] "2011-05-23 00:00:00 AAPL -100 @ 11.9428567886353"
## [1] "2011-07-11 00:00:00 AAPL 100 @ 12.6428565979004"
## [1] "2011-11-16 00:00:00 AAPL -100 @ 13.7417860031128"
## [1] "2011-12-27 00:00:00 AAPL 100 @ 14.518928527832"
## [1] "2012-05-09 00:00:00 AAPL -100 @ 20.3278560638428"
## [1] "2012-06-20 00:00:00 AAPL 100 @ 20.9192867279053"
## [1] "2012-10-12 00:00:00 AAPL -100 @ 22.4896430969238"
## [1] "2013-05-09 00:00:00 AAPL 100 @ 16.3132133483887"
## [1] "2013-06-19 00:00:00 AAPL -100 @ 15.1071434020996"
## [1] "2013-07-26 00:00:00 AAPL 100 @ 15.7496433258057"
## [1] "2014-01-22 00:00:00 AAPL -100 @ 19.6967868804932"
## [1] "2014-01-24 00:00:00 AAPL 100 @ 19.5025005340576"
## [1] "2014-01-29 00:00:00 AAPL -100 @ 17.8839282989502"
## [1] "2014-03-26 00:00:00 AAPL 100 @ 19.2778568267822"
## [1] "2014-04-15 00:00:00 AAPL -100 @ 18.498571395874"
## [1] "2014-04-29 00:00:00 AAPL 100 @ 21.1546421051025"

end_t <- Sys.time() # 回测结束时间
print(end_t - start_t) # 打印回测耗时

## Time difference of 0.4202731 secs

# 更新组合与账户数据
start_t <- Sys.time()
updatePortf(Portfolio = portfolio.st, Dates = paste('::', as.Date(Sys.time()), sep = '')) # 更新至当前日期

## [1] "macd"

end_t <- Sys.time()
print("trade blotter portfolio update:")

## [1] "trade blotter portfolio update:"

print(end_t - start_t) # 打印数据更新耗时

## Time difference of 0.032722 secs

# 可视化回测结果
chart.Posn(Portfolio = portfolio.st, Symbol = stock.str) # 绘制AAPL的持仓变化图

plot(add_MACD(fast = fastMA, slow = slowMA, signal = signalMA, maType = "EMA")) # 叠加MACD指标

# 查看订单簿（包含所有交易订单详情，用于调试与分析）
obook <- getOrderBook('macd')

# 恢复初始时区设置
Sys.setenv(TZ = oldtz)

策略核心思路

该策略以 “趋势跟踪” 为核心，通过 MACD 信号线与零轴的交叉信号构建完整的交易逻辑。

代码首先清理旧有策略数据，避免残留信息干扰回测；通过时区设置确保日期处理准确；定义交易标的（AAPL）、初始资金（100 万美元）及 MACD 核心参数（12/26/9 日 EMA），为策略运行奠定基础。这一步的关键是确保回测环境的纯净性与参数的明确性，避免后续结果出现偏差。

策略通过add.indicator添加 MACD 指标，基于收盘价计算快速 EMA、慢速 EMA 及信号线；再通过add.signal将指标转化为可执行的交易信号 —— 当信号线从下方穿越零轴时，认为多头趋势确立（买入信号）；当信号线从上方穿越零轴时，认为趋势转弱（卖出信号）。这种 “指标→信号” 的转化，是将技术分析逻辑量化的核心步骤。

信号需要通过具体的交易规则转化为订单。策略中，add.rule分别定义了入场与出场规则：入场时以市价单买入 100 股（跟随买入信号），出场时以市价单平仓所有持仓（跟随卖出信号）。代码中还预留了止损规则（未启用），为风险控制提供了扩展空间，体现了 “趋势收益捕获” 与 “风险控制” 的平衡思路。

策略通过applyStrategy执行回测，记录耗时以评估效率；更新组合与账户数据确保交易记录与资金权益同步；最后通过chart.Posn与add_MACD可视化持仓变化与指标走势，直观展示交易时机与信号的对应关系，为策略效果评估提供直观依据。

MACD 及策略的优劣势与改进方向

MACD 的优势在于兼顾趋势与动量，通过 EMA 平滑降低噪音，且零轴与交叉信号直观易懂，适合趋势跟踪场景。但其劣势也较为明显：作为滞后指标（基于历史价格计算），信号可能滞后于实际趋势转折，导致入场 / 出场时机偏晚；在横盘震荡市中，信号线可能频繁穿越零轴，产生大量虚假信号，降低策略效率。

策略的优势体现在逻辑简洁与可操作性强：基于明确的信号规则，避免主观判断，便于复现与参数优化；市价单入场出场确保了信号触发时的执行力。但策略也存在局限：未启用止损规则，若趋势突然反转可能导致大额亏损；单一依赖 MACD 信号，缺乏对市场波动率的考量，在高波动环境下风险较高；固定仓位（100 股）未考虑资金管理，可能无法适配不同资金规模。

未来可从三方面优化策略：一是添加动态止损机制（如追踪止损），限制单笔交易亏损；二是结合波动率指标（如 ATR）过滤信号，在震荡市减少交易频率；三是引入参数优化（如通过前进测试调整 EMA 周期），使策略适配不同市场阶段。通过这些改进，可提升策略的稳健性与实盘适用性，更好地平衡收益与风险。

MACD 策略的参数优化与有效性验证：基于 quantstrat 的实现

Fri, 10 Jul 2015 00:00:00 +0000

在量化交易中，策略参数的选择直接影响其表现 —— 同一策略在不同参数下可能呈现截然不同的收益特征。然而，盲目测试参数组合不仅效率低下，还可能因 “过度拟合” 导致策略在实盘失效。本文将解析一段基于 R 语言quantstrat包的 MACD 策略参数优化代码，展示如何系统地测试参数范围、施加合理约束，并通过统计指标验证参数有效性，为策略稳健性提供科学依据。

代码实现与核心注释

以下是完整的 MACD 参数优化代码，包含详细注释以说明各环节的功能与逻辑：

# Parameter demo for MACD
###############################################################################

# 加载必要的包：foreach支持并行迭代，iterators用于迭代控制，quantstrat用于量化策略开发
require(foreach, quietly=TRUE)
require(iterators)
require(quantstrat)

# 运行内置的MACD策略演示，初始化策略环境（包含策略定义、交易标的、账户等基础设置）
demo('macd', ask=FALSE)

## 
## 
## 	demo(macd)
## 	---- ~~~~
## 
## > # Simple MACD strategy
## > #
## > # MACD may be used in many ways, this will demonstrate a trend indicator.
## > # 
## > # traditionally, when the MACD signal crosses zero, this indicated a establishment of a positive trend
## > #
## > # we'll buy on positive treshold crossover of the 'signal' column, and sell on negative threshold crossover
## > # 
## > # Author: brian
## > ###############################################################################
## > 
## > 
## > require(quantstrat)
## 
## > suppressWarnings(rm("order_book.macd",pos=.strategy))
## 
## > suppressWarnings(rm("account.macd","portfolio.macd",pos=.blotter))
## 
## > suppressWarnings(rm("account.st","portfolio.st","stock.str","stratMACD","startDate","initEq",'start_t','end_t'))
## 
## > #correct for TZ issues if they crop up
## > oldtz<-Sys.getenv('TZ')
## 
## > if(oldtz=='') {
## + Sys.setenv(TZ="GMT")
## + }
## 
## > stock.str='AAPL' # what are we trying it on
## 
## > #MA parameters for MACD
## > fastMA = 12 
## 
## > slowMA = 26 
## 
## > signalMA = 9
## 
## > maType="EMA"
## 
## > currency('USD')
## [1] "USD"
## 
## > stock(stock.str,currency='USD',multiplier=1)
## [1] "AAPL"
## 
## > #or use fake data
## > #stock.str='sample_matrix' # what are we trying it on
## > #data(sample_matrix) # data included in package xts
## > #sample_matrix<-as.xts(sample_matrix)
## > 
## > startDate='2006-12-31'
## 
## > initEq=1000000
## 
## > portfolio.st='macd'
## 
## > account.st='macd'
## 
## > initPortf(portfolio.st,symbols=stock.str)
## [1] "macd"
## 
## > initAcct(account.st,portfolios=portfolio.st)
## [1] "macd"
## 
## > initOrders(portfolio=portfolio.st)
## 
## > strat.st<-portfolio.st
## 
## > # define the strategy
## > strategy(strat.st, store=TRUE)
## 
## > #one indicator
## > add.indicator(strat.st, name = "MACD", 
## + 			 arguments = list(x=quote(Cl(mktdata)),
## + 			 nFast=fastMA, 
## + 			 nSlow=slowMA),
## + 			 label='_' 
## + )
## [1] "macd"
## 
## > #two signals
## > add.signal(strat.st,name="sigThreshold",
## + 		 arguments = list(column="signal._",
## + 				 			 relationship="gt",
## + 							 threshold=0,
## + 							 cross=TRUE),
## + 		 label="signal.gt.zero"
## + )
## [1] "macd"
## 
## > add.signal(strat.st,name="sigThreshold",
## + 		 arguments = list(column="signal._",
## + 				 relationship="lt",
## + 							 threshold=0,
## + 							 cross=TRUE),
## + 	 label="signal.lt.zero"
## + )
## [1] "macd"
## 
## > ####
## > # add rules
## > 
## > # entry
## > add.rule(strat.st,name='ruleSignal', 
## + 		 arguments = list(sigcol="signal.gt.zero",
## + 				 sigval=TRUE, 
## + 						 orderqty=100, 
## + 						 ordertype='market', 
## + 						 orderside='long', 
## + 						 threshold=NULL),
## + 	 type='enter',
## + 		 label='enter',
## + 		 storefun=FALSE
## + )
## [1] "macd"
## 
## > #alternatives for risk stops:
## > # simple stoplimit order, with threshold multiplier
## > #add.rule(strat.st,name='ruleSignal', arguments = list(sigcol="signal.gt.zero",sigval=TRUE, orderqty='all', ordertype='stoplimit', orderside='long', threshold=-.05,tmult=TRUE, orderset='exit2'),type='chain', parent='enter', label='risk',storefun=FALSE)
## > # alternately, use a trailing order, also with a threshold multiplier
## > #add.rule(strat.st,name='ruleSignal', arguments = list(sigcol="signal.gt.zero",sigval=TRUE, orderqty='all', ordertype='stoptrailing', orderside='long', threshold=-1,tmult=FALSE, orderset='exit2'),	type='chain', parent='enter', label='trailingexit')
## > 
## > # exit
## > add.rule(strat.st,name='ruleSignal', 
## + 		 arguments = list(sigcol="signal.lt.zero",
## + 				 sigval=TRUE, 
## + 						 orderqty='all', 
## + 						 ordertype='market', 
## + 						 orderside='long', 
## + 						 threshold=NULL,
## + 						 orderset='exit2'),
## + type='exit',
## + 		 label='exit'
## + )
## [1] "macd"
## 
## > #end rules
## > ####
## > 
## > getSymbols(stock.str,from=startDate, to='2014-06-01', src='yahoo')
## [1] "AAPL"
## 
## > start_t<-Sys.time()
## 
## > out<-applyStrategy(strat.st , portfolios=portfolio.st,parameters=list(nFast=fastMA, nSlow=slowMA, nSig=signalMA,maType=maType),verbose=TRUE)
## [1] "2007-03-16 00:00:00 AAPL 100 @ 3.19964289665222"
## [1] "2007-08-17 00:00:00 AAPL -100 @ 4.35928583145142"
## [1] "2007-09-05 00:00:00 AAPL 100 @ 4.88428592681885"
## [1] "2008-01-16 00:00:00 AAPL -100 @ 5.70142889022827"
## [1] "2008-03-31 00:00:00 AAPL 100 @ 5.125"
## [1] "2008-06-26 00:00:00 AAPL -100 @ 6.00928592681885"
## [1] "2008-08-20 00:00:00 AAPL 100 @ 6.28000020980835"
## [1] "2008-09-09 00:00:00 AAPL -100 @ 5.41714286804199"
## [1] "2009-02-06 00:00:00 AAPL 100 @ 3.56142902374268"
## [1] "2009-03-04 00:00:00 AAPL -100 @ 3.25607109069824"
## [1] "2009-03-19 00:00:00 AAPL 100 @ 3.62928605079651"
## [1] "2009-12-15 00:00:00 AAPL -100 @ 6.93464279174805"
## [1] "2009-12-29 00:00:00 AAPL 100 @ 7.46785688400269"
## [1] "2010-02-03 00:00:00 AAPL -100 @ 7.11535692214966"
## [1] "2010-03-04 00:00:00 AAPL 100 @ 7.52535676956177"
## [1] "2010-07-16 00:00:00 AAPL -100 @ 8.92500019073486"
## [1] "2010-08-03 00:00:00 AAPL 100 @ 9.35464286804199"
## [1] "2010-08-17 00:00:00 AAPL -100 @ 8.99892902374268"
## [1] "2010-09-15 00:00:00 AAPL 100 @ 9.65071392059326"
## [1] "2011-03-22 00:00:00 AAPL -100 @ 12.1857137680054"
## [1] "2011-05-03 00:00:00 AAPL 100 @ 12.4357137680054"
## [1] "2011-05-23 00:00:00 AAPL -100 @ 11.9428567886353"
## [1] "2011-07-11 00:00:00 AAPL 100 @ 12.6428565979004"
## [1] "2011-11-16 00:00:00 AAPL -100 @ 13.7417860031128"
## [1] "2011-12-27 00:00:00 AAPL 100 @ 14.518928527832"
## [1] "2012-05-09 00:00:00 AAPL -100 @ 20.3278560638428"
## [1] "2012-06-20 00:00:00 AAPL 100 @ 20.9192867279053"
## [1] "2012-10-12 00:00:00 AAPL -100 @ 22.4896430969238"
## [1] "2013-05-09 00:00:00 AAPL 100 @ 16.3132133483887"
## [1] "2013-06-19 00:00:00 AAPL -100 @ 15.1071434020996"
## [1] "2013-07-26 00:00:00 AAPL 100 @ 15.7496433258057"
## [1] "2014-01-22 00:00:00 AAPL -100 @ 19.6967868804932"
## [1] "2014-01-24 00:00:00 AAPL 100 @ 19.5025005340576"
## [1] "2014-01-29 00:00:00 AAPL -100 @ 17.8839282989502"
## [1] "2014-03-26 00:00:00 AAPL 100 @ 19.2778568267822"
## [1] "2014-04-15 00:00:00 AAPL -100 @ 18.498571395874"
## [1] "2014-04-29 00:00:00 AAPL 100 @ 21.1546421051025"
## 
## > end_t<-Sys.time()
## 
## > print(end_t-start_t)
## Time difference of 0.437279 secs
## 
## > start_t<-Sys.time()
## 
## > updatePortf(Portfolio=portfolio.st,Dates=paste('::',as.Date(Sys.time()),sep=''))

## [1] "macd"
## 
## > end_t<-Sys.time()
## 
## > print("trade blotter portfolio update:")
## [1] "trade blotter portfolio update:"
## 
## > print(end_t-start_t)
## Time difference of 0.05017185 secs
## 
## > chart.Posn(Portfolio=portfolio.st,Symbol=stock.str)

## 
## > plot(add_MACD(fast=fastMA, slow=slowMA, signal=signalMA,maType="EMA"))

## 
## > #look at the order book
## > obook<-getOrderBook('macd')
## 
## > # set tz as it was before the demo
## > Sys.setenv(TZ=oldtz)
## 
## > ###############################################################################
## > # R (http://r-project.org/) Quantitative Strategy Model Framework
## > #
## > # Copyright (c) 2009-2012
## > # Peter Carl, Dirk Eddelbuettel, Brian G. Peterson, Jeffrey Ryan, and Joshua Ulrich 
## > #
## > # This library is distributed under the terms of the GNU Public License (GPL)
## > # for full details see the file COPYING
## > #
## > # $Id$
## > #
## > ##############################################################################

# 并行计算初始化（可选）：启用后可加速参数组合测试，适合大规模参数搜索
# 推荐使用doParallel、doMC等包，默认使用物理核心数-1的线程提升效率
# require(doParallel)
# registerDoParallel()


# 从环境中获取MACD策略对象（内置demo中已定义并存储策略，label为'macd'）
strategy.st <- 'macd'

### 设置参数搜索范围
.FastMA = (1:20) # MACD快速EMA周期候选值（1到20日）：反映短期价格动量
.SlowMA = (30:80) # MACD慢速EMA周期候选值（30到80日）：反映中长期价格趋势
.nsamples = 30 # 随机抽样的参数组合数量：减少全量测试的计算成本，同时覆盖关键组合


### 定义参数分布与约束
# 为策略添加快速EMA周期的参数分布
add.distribution(
 strategy.st, # 目标策略名称
 paramset.label = 'MA', # 参数集标签（用于标识该组参数）
 component.type = 'indicator', # 组件类型：指标（此处为MACD的快速EMA）
 component.label = '_', # 指标在策略中的标识（对应MACD指标的默认标签）
 variable = list(n = .FastMA), # 待测试的参数：快速EMA周期，取值范围1-20
 label = 'nFAST' # 参数标签（用于后续约束与结果识别）
)

## [1] "macd"

# 为策略添加慢速EMA周期的参数分布
add.distribution(
 strategy.st,
 paramset.label = 'MA',
 component.type = 'indicator',
 component.label = '_',
 variable = list(n = .SlowMA), # 待测试的参数：慢速EMA周期，取值范围30-80
 label = 'nSLOW' # 参数标签
)

## [1] "macd"

# 添加参数约束：确保快速EMA周期小于慢速EMA周期（MACD指标的核心逻辑要求）
add.distribution.constraint(
 strategy.st,
 paramset.label = 'MA',
 distribution.label.1 = 'nFAST', # 第一个参数：快速EMA周期
 distribution.label.2 = 'nSLOW', # 第二个参数：慢速EMA周期
 operator = '<', # 约束关系：nFAST < nSLOW
 label = 'MA' # 约束标签
)

## [1] "macd"

### 执行参数优化并分析结果
.audit <- new.env() # 创建环境存储审计信息，用于后续有效性验证

# 应用参数集测试策略表现
results <- apply.paramset(
 strategy.st, # 策略名称
 paramset.label = 'MA', # 使用的参数集标签
 portfolio.st = portfolio.st, # 组合名称（来自内置MACD演示）
 account.st = account.st, # 账户名称（来自内置MACD演示）
 nsamples = .nsamples, # 随机抽样的参数组合数量（30组）
 audit = .audit, # 存储审计数据的环境
 store = TRUE, # 保存结果到策略环境
 verbose = TRUE # 输出详细过程信息
)

## evaluation # 1:
## $param.combo
## nFAST nSLOW
## 441 1 52
## 
## [1] "2008-04-22 00:00:00 AAPL 100 @ 5.72142887115479"
## [1] "2008-07-30 00:00:00 AAPL -100 @ 5.71000003814697"
## [1] "2008-09-02 00:00:00 AAPL 100 @ 5.93535709381104"
## [1] "2008-09-09 00:00:00 AAPL -100 @ 5.41714286804199"
## [1] "2009-03-26 00:00:00 AAPL 100 @ 3.92392897605896"
## [1] "2010-08-30 00:00:00 AAPL -100 @ 8.6607141494751"
## [1] "2010-09-17 00:00:00 AAPL 100 @ 9.83464336395264"
## [1] "2011-05-27 00:00:00 AAPL -100 @ 12.0503568649292"
## [1] "2011-07-18 00:00:00 AAPL 100 @ 13.3500003814697"
## [1] "2011-12-01 00:00:00 AAPL -100 @ 13.854642868042"
## [1] "2011-12-29 00:00:00 AAPL 100 @ 14.4685707092285"
## [1] "2012-11-05 00:00:00 AAPL -100 @ 20.8792858123779"
## [1] "2013-08-07 00:00:00 AAPL 100 @ 16.6064281463623"
## [1] "2014-02-11 00:00:00 AAPL -100 @ 19.141429901123"
## [1] "2014-04-02 00:00:00 AAPL 100 @ 19.3767852783203"
## [1] "2014-04-16 00:00:00 AAPL -100 @ 18.5360717773438"
## [1] "2014-04-29 00:00:00 AAPL 100 @ 21.1546421051025"
## result of evaluating expression:
## <environment: 0x7fa4b1c696b0>
## got results for task 1
## numValues: 1, numResults: 1, stopped: FALSE
## returning status FALSE
## evaluation # 2:
## $param.combo
## nFAST nSLOW
## 243 3 42
## 
## [1] "2008-04-16 00:00:00 AAPL 100 @ 5.48928594589233"
## [1] "2008-07-25 00:00:00 AAPL -100 @ 5.78999996185303"
## [1] "2008-09-03 00:00:00 AAPL 100 @ 5.96285676956177"
## [1] "2008-09-08 00:00:00 AAPL -100 @ 5.6399998664856"
## [1] "2009-03-24 00:00:00 AAPL 100 @ 3.80357098579407"
## [1] "2010-02-24 00:00:00 AAPL -100 @ 7.16642904281616"
## [1] "2010-03-03 00:00:00 AAPL 100 @ 7.47607088088989"
## [1] "2010-08-26 00:00:00 AAPL -100 @ 8.58142852783203"
## [1] "2010-09-17 00:00:00 AAPL 100 @ 9.83464336395264"
## [1] "2011-04-18 00:00:00 AAPL -100 @ 11.85178565979"
## [1] "2011-05-05 00:00:00 AAPL 100 @ 12.3839292526245"
## [1] "2011-05-25 00:00:00 AAPL -100 @ 12.0278568267822"
## [1] "2011-07-15 00:00:00 AAPL 100 @ 13.0328569412231"
## [1] "2011-11-29 00:00:00 AAPL -100 @ 13.3285713195801"
## [1] "2011-12-30 00:00:00 AAPL 100 @ 14.4642858505249"
## [1] "2012-10-31 00:00:00 AAPL -100 @ 21.2614288330078"
## [1] "2013-06-07 00:00:00 AAPL 100 @ 15.7789287567139"
## [1] "2013-06-19 00:00:00 AAPL -100 @ 15.1071434020996"
## [1] "2013-08-06 00:00:00 AAPL 100 @ 16.6160717010498"
## [1] "2014-02-07 00:00:00 AAPL -100 @ 18.5599994659424"
## [1] "2014-04-03 00:00:00 AAPL 100 @ 19.2425003051758"
## [1] "2014-04-15 00:00:00 AAPL -100 @ 18.498571395874"
## [1] "2014-04-29 00:00:00 AAPL 100 @ 21.1546421051025"
## result of evaluating expression:
## <environment: 0x7fa4b1c69790>
## got results for task 2
## numValues: 2, numResults: 2, stopped: FALSE
## returning status FALSE
## evaluation # 3:
## $param.combo
## nFAST nSLOW
## 343 3 47
## 
## [1] "2008-04-18 00:00:00 AAPL 100 @ 5.75142908096313"
## [1] "2008-07-29 00:00:00 AAPL -100 @ 5.6100001335144"
## [1] "2008-09-03 00:00:00 AAPL 100 @ 5.96285676956177"
## [1] "2008-09-08 00:00:00 AAPL -100 @ 5.6399998664856"
## [1] "2009-03-25 00:00:00 AAPL 100 @ 3.80321407318115"
## [1] "2010-08-27 00:00:00 AAPL -100 @ 8.62928581237793"
## [1] "2010-09-17 00:00:00 AAPL 100 @ 9.83464336395264"
## [1] "2011-04-20 00:00:00 AAPL -100 @ 12.228928565979"
## [1] "2011-05-03 00:00:00 AAPL 100 @ 12.4357137680054"
## [1] "2011-05-26 00:00:00 AAPL -100 @ 11.9642858505249"
## [1] "2011-07-18 00:00:00 AAPL 100 @ 13.3500003814697"
## [1] "2011-11-30 00:00:00 AAPL -100 @ 13.6499996185303"
## [1] "2011-12-30 00:00:00 AAPL 100 @ 14.4642858505249"
## [1] "2012-11-02 00:00:00 AAPL -100 @ 20.6000003814697"
## [1] "2013-08-07 00:00:00 AAPL 100 @ 16.6064281463623"
## [1] "2014-02-10 00:00:00 AAPL -100 @ 18.8924999237061"
## [1] "2014-04-03 00:00:00 AAPL 100 @ 19.2425003051758"
## [1] "2014-04-15 00:00:00 AAPL -100 @ 18.498571395874"
## [1] "2014-04-29 00:00:00 AAPL 100 @ 21.1546421051025"
## result of evaluating expression:
## <environment: 0x7fa4b43aa028>
## got results for task 3
## numValues: 3, numResults: 3, stopped: FALSE
## returning status FALSE
## evaluation # 4:
## $param.combo
## nFAST nSLOW
## 184 4 39
## 
## [1] "2008-04-15 00:00:00 AAPL 100 @ 5.29928588867188"
## [1] "2008-07-24 00:00:00 AAPL -100 @ 5.67964315414429"
## [1] "2008-09-03 00:00:00 AAPL 100 @ 5.96285676956177"
## [1] "2008-09-08 00:00:00 AAPL -100 @ 5.6399998664856"
## [1] "2009-03-23 00:00:00 AAPL 100 @ 3.84500002861023"
## [1] "2010-02-19 00:00:00 AAPL -100 @ 7.2024998664856"
## [1] "2010-03-04 00:00:00 AAPL 100 @ 7.52535676956177"
## [1] "2010-08-25 00:00:00 AAPL -100 @ 8.67464256286621"
## [1] "2010-09-20 00:00:00 AAPL 100 @ 10.1153573989868"
## [1] "2011-04-15 00:00:00 AAPL -100 @ 11.6949996948242"
## [1] "2011-05-06 00:00:00 AAPL 100 @ 12.3807144165039"
## [1] "2011-05-25 00:00:00 AAPL -100 @ 12.0278568267822"
## [1] "2011-07-15 00:00:00 AAPL 100 @ 13.0328569412231"
## [1] "2011-11-28 00:00:00 AAPL -100 @ 13.4328565597534"
## [1] "2011-12-30 00:00:00 AAPL 100 @ 14.4642858505249"
## [1] "2012-06-06 00:00:00 AAPL -100 @ 20.4092864990234"
## [1] "2012-06-20 00:00:00 AAPL 100 @ 20.9192867279053"
## [1] "2012-10-31 00:00:00 AAPL -100 @ 21.2614288330078"
## [1] "2013-06-05 00:00:00 AAPL 100 @ 15.896785736084"
## [1] "2013-06-20 00:00:00 AAPL -100 @ 14.8871431350708"
## [1] "2013-08-06 00:00:00 AAPL 100 @ 16.6160717010498"
## [1] "2014-02-06 00:00:00 AAPL -100 @ 18.3039283752441"
## [1] "2014-04-03 00:00:00 AAPL 100 @ 19.2425003051758"
## [1] "2014-04-15 00:00:00 AAPL -100 @ 18.498571395874"
## [1] "2014-04-29 00:00:00 AAPL 100 @ 21.1546421051025"
## result of evaluating expression:
## <environment: 0x7fa4b37266a0>
## got results for task 4
## numValues: 4, numResults: 4, stopped: FALSE
## returning status FALSE
## evaluation # 5:
## $param.combo
## nFAST nSLOW
## 604 4 60
## 
## [1] "2008-04-23 00:00:00 AAPL 100 @ 5.81750011444092"
## [1] "2008-08-01 00:00:00 AAPL -100 @ 5.59499979019165"
## [1] "2008-08-28 00:00:00 AAPL 100 @ 6.20499992370605"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-03-27 00:00:00 AAPL 100 @ 3.81607103347778"
## [1] "2010-09-01 00:00:00 AAPL -100 @ 8.94035720825195"
## [1] "2010-09-16 00:00:00 AAPL 100 @ 9.8774995803833"
## [1] "2011-06-07 00:00:00 AAPL -100 @ 11.8585710525513"
## [1] "2011-07-18 00:00:00 AAPL 100 @ 13.3500003814697"
## [1] "2011-12-06 00:00:00 AAPL -100 @ 13.9624996185303"
## [1] "2011-12-28 00:00:00 AAPL 100 @ 14.3800001144409"
## [1] "2012-11-06 00:00:00 AAPL -100 @ 20.8160705566406"
## [1] "2013-08-08 00:00:00 AAPL 100 @ 16.4646434783936"
## [1] "2014-02-26 00:00:00 AAPL -100 @ 18.47678565979"
## [1] "2014-03-31 00:00:00 AAPL 100 @ 19.1692867279053"
## [1] "2014-04-17 00:00:00 AAPL -100 @ 18.7478561401367"
## [1] "2014-04-29 00:00:00 AAPL 100 @ 21.1546421051025"
## result of evaluating expression:
## <environment: 0x7fa4b0218098>
## got results for task 5
## numValues: 5, numResults: 5, stopped: FALSE
## returning status FALSE
## evaluation # 6:
## $param.combo
## nFAST nSLOW
## 525 5 56
## 
## [1] "2008-04-22 00:00:00 AAPL 100 @ 5.72142887115479"
## [1] "2008-07-31 00:00:00 AAPL -100 @ 5.67678594589233"
## [1] "2008-08-29 00:00:00 AAPL 100 @ 6.05464315414429"
## [1] "2008-09-09 00:00:00 AAPL -100 @ 5.41714286804199"
## [1] "2009-03-26 00:00:00 AAPL 100 @ 3.92392897605896"
## [1] "2010-08-31 00:00:00 AAPL -100 @ 8.68214321136475"
## [1] "2010-09-16 00:00:00 AAPL 100 @ 9.8774995803833"
## [1] "2011-05-31 00:00:00 AAPL -100 @ 12.4224996566772"
## [1] "2011-07-18 00:00:00 AAPL 100 @ 13.3500003814697"
## [1] "2011-12-02 00:00:00 AAPL -100 @ 13.917857170105"
## [1] "2011-12-29 00:00:00 AAPL 100 @ 14.4685707092285"
## [1] "2012-11-05 00:00:00 AAPL -100 @ 20.8792858123779"
## [1] "2013-08-08 00:00:00 AAPL 100 @ 16.4646434783936"
## [1] "2014-02-13 00:00:00 AAPL -100 @ 19.4439296722412"
## [1] "2014-04-01 00:00:00 AAPL 100 @ 19.3446426391602"
## [1] "2014-04-16 00:00:00 AAPL -100 @ 18.5360717773438"
## [1] "2014-04-29 00:00:00 AAPL 100 @ 21.1546421051025"
## result of evaluating expression:
## <environment: 0x7fa4b3650aa0>
## got results for task 6
## numValues: 6, numResults: 6, stopped: FALSE
## returning status FALSE
## evaluation # 7:
## $param.combo
## nFAST nSLOW
## 765 5 68
## 
## [1] "2008-04-25 00:00:00 AAPL 100 @ 6.06178617477417"
## [1] "2008-08-04 00:00:00 AAPL -100 @ 5.47249984741211"
## [1] "2008-08-27 00:00:00 AAPL 100 @ 6.23821401596069"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-03-31 00:00:00 AAPL 100 @ 3.75428605079651"
## [1] "2010-09-03 00:00:00 AAPL -100 @ 9.24178600311279"
## [1] "2010-09-13 00:00:00 AAPL 100 @ 9.53714275360107"
## [1] "2011-06-13 00:00:00 AAPL -100 @ 11.66428565979"
## [1] "2011-07-18 00:00:00 AAPL 100 @ 13.3500003814697"
## [1] "2012-11-07 00:00:00 AAPL -100 @ 19.9285717010498"
## [1] "2013-08-12 00:00:00 AAPL 100 @ 16.6914291381836"
## [1] "2014-04-21 00:00:00 AAPL -100 @ 18.9703578948975"
## [1] "2014-04-29 00:00:00 AAPL 100 @ 21.1546421051025"
## result of evaluating expression:
## <environment: 0x7fa4b3648c98>
## got results for task 7
## numValues: 7, numResults: 7, stopped: FALSE
## returning status FALSE
## evaluation # 8:
## $param.combo
## nFAST nSLOW
## 985 5 79
## 
## [1] "2008-04-28 00:00:00 AAPL 100 @ 6.15142917633057"
## [1] "2008-08-06 00:00:00 AAPL -100 @ 5.86392879486084"
## [1] "2008-08-25 00:00:00 AAPL 100 @ 6.16249990463257"
## [1] "2008-09-11 00:00:00 AAPL -100 @ 5.45178604125977"
## [1] "2009-04-02 00:00:00 AAPL 100 @ 4.02535676956177"
## [1] "2011-06-16 00:00:00 AAPL -100 @ 11.6128568649292"
## [1] "2011-07-15 00:00:00 AAPL 100 @ 13.0328569412231"
## [1] "2012-11-09 00:00:00 AAPL -100 @ 19.5378570556641"
## [1] "2013-08-14 00:00:00 AAPL 100 @ 17.8035717010498"
## result of evaluating expression:
## <environment: 0x7fa4b08b4e18>
## got results for task 8
## numValues: 8, numResults: 8, stopped: FALSE
## returning status FALSE
## evaluation # 9:
## $param.combo
## nFAST nSLOW
## 626 6 61
## 
## [1] "2008-04-23 00:00:00 AAPL 100 @ 5.81750011444092"
## [1] "2008-08-01 00:00:00 AAPL -100 @ 5.59499979019165"
## [1] "2008-08-28 00:00:00 AAPL 100 @ 6.20499992370605"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-03-27 00:00:00 AAPL 100 @ 3.81607103347778"
## [1] "2010-09-01 00:00:00 AAPL -100 @ 8.94035720825195"
## [1] "2010-09-15 00:00:00 AAPL 100 @ 9.65071392059326"
## [1] "2011-06-08 00:00:00 AAPL -100 @ 11.8657140731812"
## [1] "2011-07-18 00:00:00 AAPL 100 @ 13.3500003814697"
## [1] "2011-12-06 00:00:00 AAPL -100 @ 13.9624996185303"
## [1] "2011-12-28 00:00:00 AAPL 100 @ 14.3800001144409"
## [1] "2012-11-06 00:00:00 AAPL -100 @ 20.8160705566406"
## [1] "2013-08-09 00:00:00 AAPL 100 @ 16.2303562164307"
## [1] "2014-02-27 00:00:00 AAPL -100 @ 18.8453578948975"
## [1] "2014-03-31 00:00:00 AAPL 100 @ 19.1692867279053"
## [1] "2014-04-17 00:00:00 AAPL -100 @ 18.7478561401367"
## [1] "2014-04-29 00:00:00 AAPL 100 @ 21.1546421051025"
## result of evaluating expression:
## <environment: 0x7fa4aaac46a0>
## got results for task 9
## numValues: 9, numResults: 9, stopped: FALSE
## returning status FALSE
## evaluation # 10:
## $param.combo
## nFAST nSLOW
## 167 7 38
## 
## [1] "2008-04-15 00:00:00 AAPL 100 @ 5.29928588867188"
## [1] "2008-07-24 00:00:00 AAPL -100 @ 5.67964315414429"
## [1] "2008-09-03 00:00:00 AAPL 100 @ 5.96285676956177"
## [1] "2008-09-08 00:00:00 AAPL -100 @ 5.6399998664856"
## [1] "2009-02-23 00:00:00 AAPL 100 @ 3.1053569316864"
## [1] "2009-03-02 00:00:00 AAPL -100 @ 3.14071393013"
## [1] "2009-03-23 00:00:00 AAPL 100 @ 3.84500002861023"
## [1] "2010-02-18 00:00:00 AAPL -100 @ 7.24749994277954"
## [1] "2010-03-05 00:00:00 AAPL 100 @ 7.81964302062988"
## [1] "2010-08-25 00:00:00 AAPL -100 @ 8.67464256286621"
## [1] "2010-09-20 00:00:00 AAPL 100 @ 10.1153573989868"
## [1] "2011-04-15 00:00:00 AAPL -100 @ 11.6949996948242"
## [1] "2011-05-06 00:00:00 AAPL 100 @ 12.3807144165039"
## [1] "2011-05-25 00:00:00 AAPL -100 @ 12.0278568267822"
## [1] "2011-07-15 00:00:00 AAPL 100 @ 13.0328569412231"
## [1] "2011-11-28 00:00:00 AAPL -100 @ 13.4328565597534"
## [1] "2011-12-30 00:00:00 AAPL 100 @ 14.4642858505249"
## [1] "2012-06-05 00:00:00 AAPL -100 @ 20.1010704040527"
## [1] "2012-06-21 00:00:00 AAPL 100 @ 20.6310710906982"
## [1] "2012-10-26 00:00:00 AAPL -100 @ 21.5714282989502"
## [1] "2013-06-04 00:00:00 AAPL 100 @ 16.0467853546143"
## [1] "2013-06-21 00:00:00 AAPL -100 @ 14.7678565979004"
## [1] "2013-08-05 00:00:00 AAPL 100 @ 16.7660713195801"
## [1] "2014-02-06 00:00:00 AAPL -100 @ 18.3039283752441"
## [1] "2014-04-03 00:00:00 AAPL 100 @ 19.2425003051758"
## [1] "2014-04-15 00:00:00 AAPL -100 @ 18.498571395874"
## [1] "2014-04-29 00:00:00 AAPL 100 @ 21.1546421051025"
## result of evaluating expression:
## <environment: 0x7fa4aaabc898>
## got results for task 10
## numValues: 10, numResults: 10, stopped: FALSE
## returning status FALSE
## evaluation # 11:
## $param.combo
## nFAST nSLOW
## 927 7 76
## 
## [1] "2008-04-28 00:00:00 AAPL 100 @ 6.15142917633057"
## [1] "2008-08-05 00:00:00 AAPL -100 @ 5.73714303970337"
## [1] "2008-08-25 00:00:00 AAPL 100 @ 6.16249990463257"
## [1] "2008-09-11 00:00:00 AAPL -100 @ 5.45178604125977"
## [1] "2009-04-02 00:00:00 AAPL 100 @ 4.02535676956177"
## [1] "2011-06-15 00:00:00 AAPL -100 @ 11.6696434020996"
## [1] "2011-07-15 00:00:00 AAPL 100 @ 13.0328569412231"
## [1] "2012-11-09 00:00:00 AAPL -100 @ 19.5378570556641"
## [1] "2013-08-13 00:00:00 AAPL 100 @ 17.4846439361572"
## [1] "2014-04-24 00:00:00 AAPL -100 @ 20.2775001525879"
## [1] "2014-04-25 00:00:00 AAPL 100 @ 20.4264297485352"
## result of evaluating expression:
## <environment: 0x7fa4b4e404a0>
## got results for task 11
## numValues: 11, numResults: 11, stopped: FALSE
## returning status FALSE
## evaluation # 12:
## $param.combo
## nFAST nSLOW
## 488 8 54
## 
## [1] "2008-04-22 00:00:00 AAPL 100 @ 5.72142887115479"
## [1] "2008-07-30 00:00:00 AAPL -100 @ 5.71000003814697"
## [1] "2008-08-29 00:00:00 AAPL 100 @ 6.05464315414429"
## [1] "2008-09-09 00:00:00 AAPL -100 @ 5.41714286804199"
## [1] "2009-03-26 00:00:00 AAPL 100 @ 3.92392897605896"
## [1] "2010-08-30 00:00:00 AAPL -100 @ 8.6607141494751"
## [1] "2010-09-17 00:00:00 AAPL 100 @ 9.83464336395264"
## [1] "2011-05-31 00:00:00 AAPL -100 @ 12.4224996566772"
## [1] "2011-07-18 00:00:00 AAPL 100 @ 13.3500003814697"
## [1] "2011-12-02 00:00:00 AAPL -100 @ 13.917857170105"
## [1] "2011-12-29 00:00:00 AAPL 100 @ 14.4685707092285"
## [1] "2012-11-05 00:00:00 AAPL -100 @ 20.8792858123779"
## [1] "2013-08-08 00:00:00 AAPL 100 @ 16.4646434783936"
## [1] "2014-02-12 00:00:00 AAPL -100 @ 19.1399993896484"
## [1] "2014-04-02 00:00:00 AAPL 100 @ 19.3767852783203"
## [1] "2014-04-16 00:00:00 AAPL -100 @ 18.5360717773438"
## [1] "2014-04-29 00:00:00 AAPL 100 @ 21.1546421051025"
## result of evaluating expression:
## <environment: 0x7fa4b4e38698>
## got results for task 12
## numValues: 12, numResults: 12, stopped: FALSE
## returning status FALSE
## evaluation # 13:
## $param.combo
## nFAST nSLOW
## 868 8 73
## 
## [1] "2008-04-25 00:00:00 AAPL 100 @ 6.06178617477417"
## [1] "2008-08-05 00:00:00 AAPL -100 @ 5.73714303970337"
## [1] "2008-08-26 00:00:00 AAPL 100 @ 6.20142889022827"
## [1] "2008-09-11 00:00:00 AAPL -100 @ 5.45178604125977"
## [1] "2009-04-01 00:00:00 AAPL 100 @ 3.88178610801697"
## [1] "2011-06-14 00:00:00 AAPL -100 @ 11.872857093811"
## [1] "2011-07-15 00:00:00 AAPL 100 @ 13.0328569412231"
## [1] "2012-11-08 00:00:00 AAPL -100 @ 19.2053565979004"
## [1] "2013-08-13 00:00:00 AAPL 100 @ 17.4846439361572"
## [1] "2014-04-23 00:00:00 AAPL -100 @ 18.7410717010498"
## [1] "2014-04-28 00:00:00 AAPL 100 @ 21.2175006866455"
## result of evaluating expression:
## <environment: 0x7fa4b112baa0>
## got results for task 13
## numValues: 13, numResults: 13, stopped: FALSE
## returning status FALSE
## evaluation # 14:
## $param.combo
## nFAST nSLOW
## 489 9 54
## 
## [1] "2008-04-22 00:00:00 AAPL 100 @ 5.72142887115479"
## [1] "2008-07-30 00:00:00 AAPL -100 @ 5.71000003814697"
## [1] "2008-08-29 00:00:00 AAPL 100 @ 6.05464315414429"
## [1] "2008-09-09 00:00:00 AAPL -100 @ 5.41714286804199"
## [1] "2009-03-26 00:00:00 AAPL 100 @ 3.92392897605896"
## [1] "2010-08-30 00:00:00 AAPL -100 @ 8.6607141494751"
## [1] "2010-09-17 00:00:00 AAPL 100 @ 9.83464336395264"
## [1] "2011-05-31 00:00:00 AAPL -100 @ 12.4224996566772"
## [1] "2011-07-18 00:00:00 AAPL 100 @ 13.3500003814697"
## [1] "2011-12-02 00:00:00 AAPL -100 @ 13.917857170105"
## [1] "2011-12-29 00:00:00 AAPL 100 @ 14.4685707092285"
## [1] "2012-11-05 00:00:00 AAPL -100 @ 20.8792858123779"
## [1] "2013-08-08 00:00:00 AAPL 100 @ 16.4646434783936"
## [1] "2014-02-12 00:00:00 AAPL -100 @ 19.1399993896484"
## [1] "2014-04-02 00:00:00 AAPL 100 @ 19.3767852783203"
## [1] "2014-04-16 00:00:00 AAPL -100 @ 18.5360717773438"
## [1] "2014-04-29 00:00:00 AAPL 100 @ 21.1546421051025"
## result of evaluating expression:
## <environment: 0x7fa4b31a2ea0>
## got results for task 14
## numValues: 14, numResults: 14, stopped: FALSE
## returning status FALSE
## evaluation # 15:
## $param.combo
## nFAST nSLOW
## 331 11 46
## 
## [1] "2008-04-18 00:00:00 AAPL 100 @ 5.75142908096313"
## [1] "2008-07-29 00:00:00 AAPL -100 @ 5.6100001335144"
## [1] "2008-09-03 00:00:00 AAPL 100 @ 5.96285676956177"
## [1] "2008-09-08 00:00:00 AAPL -100 @ 5.6399998664856"
## [1] "2009-03-24 00:00:00 AAPL 100 @ 3.80357098579407"
## [1] "2010-08-26 00:00:00 AAPL -100 @ 8.58142852783203"
## [1] "2010-09-17 00:00:00 AAPL 100 @ 9.83464336395264"
## [1] "2011-04-19 00:00:00 AAPL -100 @ 12.0664291381836"
## [1] "2011-05-03 00:00:00 AAPL 100 @ 12.4357137680054"
## [1] "2011-05-26 00:00:00 AAPL -100 @ 11.9642858505249"
## [1] "2011-07-15 00:00:00 AAPL 100 @ 13.0328569412231"
## [1] "2011-11-30 00:00:00 AAPL -100 @ 13.6499996185303"
## [1] "2011-12-30 00:00:00 AAPL 100 @ 14.4642858505249"
## [1] "2012-11-01 00:00:00 AAPL -100 @ 21.3050003051758"
## [1] "2013-08-06 00:00:00 AAPL 100 @ 16.6160717010498"
## [1] "2014-02-10 00:00:00 AAPL -100 @ 18.8924999237061"
## [1] "2014-04-03 00:00:00 AAPL 100 @ 19.2425003051758"
## [1] "2014-04-15 00:00:00 AAPL -100 @ 18.498571395874"
## [1] "2014-04-29 00:00:00 AAPL 100 @ 21.1546421051025"
## result of evaluating expression:
## <environment: 0x7fa4b319b098>
## got results for task 15
## numValues: 15, numResults: 15, stopped: FALSE
## returning status FALSE
## evaluation # 16:
## $param.combo
## nFAST nSLOW
## 771 11 68
## 
## [1] "2008-04-25 00:00:00 AAPL 100 @ 6.06178617477417"
## [1] "2008-08-04 00:00:00 AAPL -100 @ 5.47249984741211"
## [1] "2008-08-27 00:00:00 AAPL 100 @ 6.23821401596069"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-03-31 00:00:00 AAPL 100 @ 3.75428605079651"
## [1] "2010-09-03 00:00:00 AAPL -100 @ 9.24178600311279"
## [1] "2010-09-13 00:00:00 AAPL 100 @ 9.53714275360107"
## [1] "2011-06-13 00:00:00 AAPL -100 @ 11.66428565979"
## [1] "2011-07-18 00:00:00 AAPL 100 @ 13.3500003814697"
## [1] "2012-11-07 00:00:00 AAPL -100 @ 19.9285717010498"
## [1] "2013-08-12 00:00:00 AAPL 100 @ 16.6914291381836"
## [1] "2014-04-21 00:00:00 AAPL -100 @ 18.9703578948975"
## [1] "2014-04-29 00:00:00 AAPL 100 @ 21.1546421051025"
## result of evaluating expression:
## <environment: 0x7fa4af6404a0>
## got results for task 16
## numValues: 16, numResults: 16, stopped: FALSE
## returning status FALSE
## evaluation # 17:
## $param.combo
## nFAST nSLOW
## 332 12 46
## 
## [1] "2008-04-18 00:00:00 AAPL 100 @ 5.75142908096313"
## [1] "2008-07-29 00:00:00 AAPL -100 @ 5.6100001335144"
## [1] "2008-09-03 00:00:00 AAPL 100 @ 5.96285676956177"
## [1] "2008-09-08 00:00:00 AAPL -100 @ 5.6399998664856"
## [1] "2009-03-24 00:00:00 AAPL 100 @ 3.80357098579407"
## [1] "2010-08-26 00:00:00 AAPL -100 @ 8.58142852783203"
## [1] "2010-09-17 00:00:00 AAPL 100 @ 9.83464336395264"
## [1] "2011-04-19 00:00:00 AAPL -100 @ 12.0664291381836"
## [1] "2011-05-03 00:00:00 AAPL 100 @ 12.4357137680054"
## [1] "2011-05-26 00:00:00 AAPL -100 @ 11.9642858505249"
## [1] "2011-07-15 00:00:00 AAPL 100 @ 13.0328569412231"
## [1] "2011-11-30 00:00:00 AAPL -100 @ 13.6499996185303"
## [1] "2011-12-30 00:00:00 AAPL 100 @ 14.4642858505249"
## [1] "2012-11-01 00:00:00 AAPL -100 @ 21.3050003051758"
## [1] "2013-08-06 00:00:00 AAPL 100 @ 16.6160717010498"
## [1] "2014-02-10 00:00:00 AAPL -100 @ 18.8924999237061"
## [1] "2014-04-03 00:00:00 AAPL 100 @ 19.2425003051758"
## [1] "2014-04-15 00:00:00 AAPL -100 @ 18.498571395874"
## [1] "2014-04-29 00:00:00 AAPL 100 @ 21.1546421051025"
## result of evaluating expression:
## <environment: 0x7fa4b08dbe98>
## got results for task 17
## numValues: 17, numResults: 17, stopped: FALSE
## returning status FALSE
## evaluation # 18:
## $param.combo
## nFAST nSLOW
## 892 12 74
## 
## [1] "2008-04-25 00:00:00 AAPL 100 @ 6.06178617477417"
## [1] "2008-08-05 00:00:00 AAPL -100 @ 5.73714303970337"
## [1] "2008-08-26 00:00:00 AAPL 100 @ 6.20142889022827"
## [1] "2008-09-11 00:00:00 AAPL -100 @ 5.45178604125977"
## [1] "2009-04-01 00:00:00 AAPL 100 @ 3.88178610801697"
## [1] "2011-06-15 00:00:00 AAPL -100 @ 11.6696434020996"
## [1] "2011-07-15 00:00:00 AAPL 100 @ 13.0328569412231"
## [1] "2012-11-08 00:00:00 AAPL -100 @ 19.2053565979004"
## [1] "2013-08-13 00:00:00 AAPL 100 @ 17.4846439361572"
## [1] "2014-04-24 00:00:00 AAPL -100 @ 20.2775001525879"
## [1] "2014-04-28 00:00:00 AAPL 100 @ 21.2175006866455"
## result of evaluating expression:
## <environment: 0x7fa4ae7698a0>
## got results for task 18
## numValues: 18, numResults: 18, stopped: FALSE
## returning status FALSE
## evaluation # 19:
## $param.combo
## nFAST nSLOW
## 912 12 75
## 
## [1] "2008-04-28 00:00:00 AAPL 100 @ 6.15142917633057"
## [1] "2008-08-05 00:00:00 AAPL -100 @ 5.73714303970337"
## [1] "2008-08-25 00:00:00 AAPL 100 @ 6.16249990463257"
## [1] "2008-09-11 00:00:00 AAPL -100 @ 5.45178604125977"
## [1] "2009-04-01 00:00:00 AAPL 100 @ 3.88178610801697"
## [1] "2011-06-15 00:00:00 AAPL -100 @ 11.6696434020996"
## [1] "2011-07-15 00:00:00 AAPL 100 @ 13.0328569412231"
## [1] "2012-11-09 00:00:00 AAPL -100 @ 19.5378570556641"
## [1] "2013-08-13 00:00:00 AAPL 100 @ 17.4846439361572"
## [1] "2014-04-24 00:00:00 AAPL -100 @ 20.2775001525879"
## [1] "2014-04-25 00:00:00 AAPL 100 @ 20.4264297485352"
## result of evaluating expression:
## <environment: 0x7fa4aaab6898>
## got results for task 19
## numValues: 19, numResults: 19, stopped: FALSE
## returning status FALSE
## evaluation # 20:
## $param.combo
## nFAST nSLOW
## 153 13 37
## 
## [1] "2007-04-04 00:00:00 AAPL 100 @ 3.36678600311279"
## [1] "2008-01-25 00:00:00 AAPL -100 @ 4.64321422576904"
## [1] "2008-04-15 00:00:00 AAPL 100 @ 5.29928588867188"
## [1] "2008-07-24 00:00:00 AAPL -100 @ 5.67964315414429"
## [1] "2008-09-03 00:00:00 AAPL 100 @ 5.96285676956177"
## [1] "2008-09-08 00:00:00 AAPL -100 @ 5.6399998664856"
## [1] "2009-02-20 00:00:00 AAPL 100 @ 3.25714302062988"
## [1] "2009-03-03 00:00:00 AAPL -100 @ 3.15607094764709"
## [1] "2009-03-23 00:00:00 AAPL 100 @ 3.84500002861023"
## [1] "2010-02-17 00:00:00 AAPL -100 @ 7.23392915725708"
## [1] "2010-03-05 00:00:00 AAPL 100 @ 7.81964302062988"
## [1] "2010-08-24 00:00:00 AAPL -100 @ 8.56892871856689"
## [1] "2010-09-20 00:00:00 AAPL 100 @ 10.1153573989868"
## [1] "2011-04-15 00:00:00 AAPL -100 @ 11.6949996948242"
## [1] "2011-05-09 00:00:00 AAPL 100 @ 12.41428565979"
## [1] "2011-05-24 00:00:00 AAPL -100 @ 11.8639287948608"
## [1] "2011-07-15 00:00:00 AAPL 100 @ 13.0328569412231"
## [1] "2011-11-28 00:00:00 AAPL -100 @ 13.4328565597534"
## [1] "2012-01-03 00:00:00 AAPL 100 @ 14.686785697937"
## [1] "2012-06-01 00:00:00 AAPL -100 @ 20.0353565216064"
## [1] "2012-06-21 00:00:00 AAPL 100 @ 20.6310710906982"
## [1] "2012-10-26 00:00:00 AAPL -100 @ 21.5714282989502"
## [1] "2013-06-04 00:00:00 AAPL 100 @ 16.0467853546143"
## [1] "2013-06-21 00:00:00 AAPL -100 @ 14.7678565979004"
## [1] "2013-08-05 00:00:00 AAPL 100 @ 16.7660713195801"
## [1] "2014-02-06 00:00:00 AAPL -100 @ 18.3039283752441"
## [1] "2014-04-03 00:00:00 AAPL 100 @ 19.2425003051758"
## [1] "2014-04-15 00:00:00 AAPL -100 @ 18.498571395874"
## [1] "2014-04-29 00:00:00 AAPL 100 @ 21.1546421051025"
## result of evaluating expression:
## <environment: 0x7fa4aaab6908>
## got results for task 20
## numValues: 20, numResults: 20, stopped: FALSE
## returning status FALSE
## evaluation # 21:
## $param.combo
## nFAST nSLOW
## 854 14 72
## 
## [1] "2008-04-25 00:00:00 AAPL 100 @ 6.06178617477417"
## [1] "2008-08-05 00:00:00 AAPL -100 @ 5.73714303970337"
## [1] "2008-08-26 00:00:00 AAPL 100 @ 6.20142889022827"
## [1] "2008-09-11 00:00:00 AAPL -100 @ 5.45178604125977"
## [1] "2009-04-01 00:00:00 AAPL 100 @ 3.88178610801697"
## [1] "2011-06-14 00:00:00 AAPL -100 @ 11.872857093811"
## [1] "2011-07-18 00:00:00 AAPL 100 @ 13.3500003814697"
## [1] "2012-11-08 00:00:00 AAPL -100 @ 19.2053565979004"
## [1] "2013-08-12 00:00:00 AAPL 100 @ 16.6914291381836"
## [1] "2014-04-23 00:00:00 AAPL -100 @ 18.7410717010498"
## [1] "2014-04-28 00:00:00 AAPL 100 @ 21.2175006866455"
## result of evaluating expression:
## <environment: 0x7fa4ae77f8a0>
## got results for task 21
## numValues: 21, numResults: 21, stopped: FALSE
## returning status FALSE
## evaluation # 22:
## $param.combo
## nFAST nSLOW
## 235 15 41
## 
## [1] "2008-04-16 00:00:00 AAPL 100 @ 5.48928594589233"
## [1] "2008-07-25 00:00:00 AAPL -100 @ 5.78999996185303"
## [1] "2008-09-03 00:00:00 AAPL 100 @ 5.96285676956177"
## [1] "2008-09-08 00:00:00 AAPL -100 @ 5.6399998664856"
## [1] "2009-03-24 00:00:00 AAPL 100 @ 3.80357098579407"
## [1] "2010-02-23 00:00:00 AAPL -100 @ 7.03785705566406"
## [1] "2010-03-04 00:00:00 AAPL 100 @ 7.52535676956177"
## [1] "2010-08-25 00:00:00 AAPL -100 @ 8.67464256286621"
## [1] "2010-09-17 00:00:00 AAPL 100 @ 9.83464336395264"
## [1] "2011-04-18 00:00:00 AAPL -100 @ 11.85178565979"
## [1] "2011-05-05 00:00:00 AAPL 100 @ 12.3839292526245"
## [1] "2011-05-25 00:00:00 AAPL -100 @ 12.0278568267822"
## [1] "2011-07-15 00:00:00 AAPL 100 @ 13.0328569412231"
## [1] "2011-11-29 00:00:00 AAPL -100 @ 13.3285713195801"
## [1] "2011-12-30 00:00:00 AAPL 100 @ 14.4642858505249"
## [1] "2012-10-31 00:00:00 AAPL -100 @ 21.2614288330078"
## [1] "2013-06-06 00:00:00 AAPL 100 @ 15.6592855453491"
## [1] "2013-06-19 00:00:00 AAPL -100 @ 15.1071434020996"
## [1] "2013-08-06 00:00:00 AAPL 100 @ 16.6160717010498"
## [1] "2014-02-07 00:00:00 AAPL -100 @ 18.5599994659424"
## [1] "2014-04-03 00:00:00 AAPL 100 @ 19.2425003051758"
## [1] "2014-04-15 00:00:00 AAPL -100 @ 18.498571395874"
## [1] "2014-04-29 00:00:00 AAPL 100 @ 21.1546421051025"
## result of evaluating expression:
## <environment: 0x7fa4b175ca98>
## got results for task 22
## numValues: 22, numResults: 22, stopped: FALSE
## returning status FALSE
## evaluation # 23:
## $param.combo
## nFAST nSLOW
## 855 15 72
## 
## [1] "2008-04-25 00:00:00 AAPL 100 @ 6.06178617477417"
## [1] "2008-08-05 00:00:00 AAPL -100 @ 5.73714303970337"
## [1] "2008-08-26 00:00:00 AAPL 100 @ 6.20142889022827"
## [1] "2008-09-11 00:00:00 AAPL -100 @ 5.45178604125977"
## [1] "2009-04-01 00:00:00 AAPL 100 @ 3.88178610801697"
## [1] "2011-06-14 00:00:00 AAPL -100 @ 11.872857093811"
## [1] "2011-07-18 00:00:00 AAPL 100 @ 13.3500003814697"
## [1] "2012-11-08 00:00:00 AAPL -100 @ 19.2053565979004"
## [1] "2013-08-12 00:00:00 AAPL 100 @ 16.6914291381836"
## [1] "2014-04-23 00:00:00 AAPL -100 @ 18.7410717010498"
## [1] "2014-04-28 00:00:00 AAPL 100 @ 21.2175006866455"
## result of evaluating expression:
## <environment: 0x7fa4b4e6e4a0>
## got results for task 23
## numValues: 23, numResults: 23, stopped: FALSE
## returning status FALSE
## evaluation # 24:
## $param.combo
## nFAST nSLOW
## 76 16 33
## 
## [1] "2007-04-02 00:00:00 AAPL 100 @ 3.34464311599731"
## [1] "2008-01-25 00:00:00 AAPL -100 @ 4.64321422576904"
## [1] "2008-04-11 00:00:00 AAPL 100 @ 5.25500011444092"
## [1] "2008-07-22 00:00:00 AAPL -100 @ 5.78642892837524"
## [1] "2008-09-02 00:00:00 AAPL 100 @ 5.93535709381104"
## [1] "2008-09-08 00:00:00 AAPL -100 @ 5.6399998664856"
## [1] "2009-02-18 00:00:00 AAPL 100 @ 3.37035703659058"
## [1] "2009-03-06 00:00:00 AAPL -100 @ 3.0464289188385"
## [1] "2009-03-20 00:00:00 AAPL 100 @ 3.62821388244629"
## [1] "2010-02-16 00:00:00 AAPL -100 @ 7.26428604125977"
## [1] "2010-03-08 00:00:00 AAPL 100 @ 7.82428598403931"
## [1] "2010-08-24 00:00:00 AAPL -100 @ 8.56892871856689"
## [1] "2010-09-20 00:00:00 AAPL 100 @ 10.1153573989868"
## [1] "2011-04-13 00:00:00 AAPL -100 @ 12.0046434402466"
## [1] "2011-05-09 00:00:00 AAPL 100 @ 12.41428565979"
## [1] "2011-05-24 00:00:00 AAPL -100 @ 11.8639287948608"
## [1] "2011-07-15 00:00:00 AAPL 100 @ 13.0328569412231"
## [1] "2011-11-25 00:00:00 AAPL -100 @ 12.9846429824829"
## [1] "2011-12-30 00:00:00 AAPL 100 @ 14.4642858505249"
## [1] "2012-05-25 00:00:00 AAPL -100 @ 20.0817852020264"
## [1] "2012-06-26 00:00:00 AAPL 100 @ 20.4296436309814"
## [1] "2012-10-25 00:00:00 AAPL -100 @ 21.7692852020264"
## [1] "2013-05-29 00:00:00 AAPL 100 @ 15.8910713195801"
## [1] "2013-06-21 00:00:00 AAPL -100 @ 14.7678565979004"
## [1] "2013-08-05 00:00:00 AAPL 100 @ 16.7660713195801"
## [1] "2014-02-05 00:00:00 AAPL -100 @ 18.3067855834961"
## [1] "2014-04-03 00:00:00 AAPL 100 @ 19.2425003051758"
## [1] "2014-04-15 00:00:00 AAPL -100 @ 18.498571395874"
## [1] "2014-04-29 00:00:00 AAPL 100 @ 21.1546421051025"
## result of evaluating expression:
## <environment: 0x7fa4b4e66698>
## got results for task 24
## numValues: 24, numResults: 24, stopped: FALSE
## returning status FALSE
## evaluation # 25:
## $param.combo
## nFAST nSLOW
## 137 17 36
## 
## [1] "2007-04-03 00:00:00 AAPL 100 @ 3.375"
## [1] "2008-01-25 00:00:00 AAPL -100 @ 4.64321422576904"
## [1] "2008-04-14 00:00:00 AAPL 100 @ 5.27785682678223"
## [1] "2008-07-23 00:00:00 AAPL -100 @ 5.93785715103149"
## [1] "2008-09-02 00:00:00 AAPL 100 @ 5.93535709381104"
## [1] "2008-09-08 00:00:00 AAPL -100 @ 5.6399998664856"
## [1] "2009-02-20 00:00:00 AAPL 100 @ 3.25714302062988"
## [1] "2009-03-04 00:00:00 AAPL -100 @ 3.25607109069824"
## [1] "2009-03-23 00:00:00 AAPL 100 @ 3.84500002861023"
## [1] "2010-02-17 00:00:00 AAPL -100 @ 7.23392915725708"
## [1] "2010-03-05 00:00:00 AAPL 100 @ 7.81964302062988"
## [1] "2010-08-24 00:00:00 AAPL -100 @ 8.56892871856689"
## [1] "2010-09-20 00:00:00 AAPL 100 @ 10.1153573989868"
## [1] "2011-04-14 00:00:00 AAPL -100 @ 11.872142791748"
## [1] "2011-05-09 00:00:00 AAPL 100 @ 12.41428565979"
## [1] "2011-05-24 00:00:00 AAPL -100 @ 11.8639287948608"
## [1] "2011-07-15 00:00:00 AAPL 100 @ 13.0328569412231"
## [1] "2011-11-28 00:00:00 AAPL -100 @ 13.4328565597534"
## [1] "2012-01-03 00:00:00 AAPL 100 @ 14.686785697937"
## [1] "2012-05-31 00:00:00 AAPL -100 @ 20.6332149505615"
## [1] "2012-06-22 00:00:00 AAPL 100 @ 20.78928565979"
## [1] "2012-10-26 00:00:00 AAPL -100 @ 21.5714282989502"
## [1] "2013-06-03 00:00:00 AAPL 100 @ 16.0971431732178"
## [1] "2013-06-21 00:00:00 AAPL -100 @ 14.7678565979004"
## [1] "2013-08-05 00:00:00 AAPL 100 @ 16.7660713195801"
## [1] "2014-02-05 00:00:00 AAPL -100 @ 18.3067855834961"
## [1] "2014-04-03 00:00:00 AAPL 100 @ 19.2425003051758"
## [1] "2014-04-15 00:00:00 AAPL -100 @ 18.498571395874"
## [1] "2014-04-29 00:00:00 AAPL 100 @ 21.1546421051025"
## result of evaluating expression:
## <environment: 0x7fa4b4e6e5b8>
## got results for task 25
## numValues: 25, numResults: 25, stopped: FALSE
## returning status FALSE
## evaluation # 26:
## $param.combo
## nFAST nSLOW
## 157 17 37
## 
## [1] "2007-04-04 00:00:00 AAPL 100 @ 3.36678600311279"
## [1] "2008-01-25 00:00:00 AAPL -100 @ 4.64321422576904"
## [1] "2008-04-15 00:00:00 AAPL 100 @ 5.29928588867188"
## [1] "2008-07-24 00:00:00 AAPL -100 @ 5.67964315414429"
## [1] "2008-09-03 00:00:00 AAPL 100 @ 5.96285676956177"
## [1] "2008-09-08 00:00:00 AAPL -100 @ 5.6399998664856"
## [1] "2009-02-20 00:00:00 AAPL 100 @ 3.25714302062988"
## [1] "2009-03-03 00:00:00 AAPL -100 @ 3.15607094764709"
## [1] "2009-03-23 00:00:00 AAPL 100 @ 3.84500002861023"
## [1] "2010-02-17 00:00:00 AAPL -100 @ 7.23392915725708"
## [1] "2010-03-05 00:00:00 AAPL 100 @ 7.81964302062988"
## [1] "2010-08-24 00:00:00 AAPL -100 @ 8.56892871856689"
## [1] "2010-09-20 00:00:00 AAPL 100 @ 10.1153573989868"
## [1] "2011-04-15 00:00:00 AAPL -100 @ 11.6949996948242"
## [1] "2011-05-09 00:00:00 AAPL 100 @ 12.41428565979"
## [1] "2011-05-24 00:00:00 AAPL -100 @ 11.8639287948608"
## [1] "2011-07-15 00:00:00 AAPL 100 @ 13.0328569412231"
## [1] "2011-11-28 00:00:00 AAPL -100 @ 13.4328565597534"
## [1] "2012-01-03 00:00:00 AAPL 100 @ 14.686785697937"
## [1] "2012-06-01 00:00:00 AAPL -100 @ 20.0353565216064"
## [1] "2012-06-21 00:00:00 AAPL 100 @ 20.6310710906982"
## [1] "2012-10-26 00:00:00 AAPL -100 @ 21.5714282989502"
## [1] "2013-06-04 00:00:00 AAPL 100 @ 16.0467853546143"
## [1] "2013-06-21 00:00:00 AAPL -100 @ 14.7678565979004"
## [1] "2013-08-05 00:00:00 AAPL 100 @ 16.7660713195801"
## [1] "2014-02-06 00:00:00 AAPL -100 @ 18.3039283752441"
## [1] "2014-04-03 00:00:00 AAPL 100 @ 19.2425003051758"
## [1] "2014-04-15 00:00:00 AAPL -100 @ 18.498571395874"
## [1] "2014-04-29 00:00:00 AAPL 100 @ 21.1546421051025"
## result of evaluating expression:
## <environment: 0x7fa4adf10aa0>
## got results for task 26
## numValues: 26, numResults: 26, stopped: FALSE
## returning status FALSE
## evaluation # 27:
## $param.combo
## nFAST nSLOW
## 637 17 61
## 
## [1] "2008-04-23 00:00:00 AAPL 100 @ 5.81750011444092"
## [1] "2008-08-01 00:00:00 AAPL -100 @ 5.59499979019165"
## [1] "2008-08-28 00:00:00 AAPL 100 @ 6.20499992370605"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-03-27 00:00:00 AAPL 100 @ 3.81607103347778"
## [1] "2010-09-01 00:00:00 AAPL -100 @ 8.94035720825195"
## [1] "2010-09-15 00:00:00 AAPL 100 @ 9.65071392059326"
## [1] "2011-06-08 00:00:00 AAPL -100 @ 11.8657140731812"
## [1] "2011-07-18 00:00:00 AAPL 100 @ 13.3500003814697"
## [1] "2011-12-06 00:00:00 AAPL -100 @ 13.9624996185303"
## [1] "2011-12-28 00:00:00 AAPL 100 @ 14.3800001144409"
## [1] "2012-11-06 00:00:00 AAPL -100 @ 20.8160705566406"
## [1] "2013-08-09 00:00:00 AAPL 100 @ 16.2303562164307"
## [1] "2014-02-27 00:00:00 AAPL -100 @ 18.8453578948975"
## [1] "2014-03-31 00:00:00 AAPL 100 @ 19.1692867279053"
## [1] "2014-04-17 00:00:00 AAPL -100 @ 18.7478561401367"
## [1] "2014-04-29 00:00:00 AAPL 100 @ 21.1546421051025"
## result of evaluating expression:
## <environment: 0x7fa4ade2ae98>
## got results for task 27
## numValues: 27, numResults: 27, stopped: FALSE
## returning status FALSE
## evaluation # 28:
## $param.combo
## nFAST nSLOW
## 797 17 69
## 
## [1] "2008-04-25 00:00:00 AAPL 100 @ 6.06178617477417"
## [1] "2008-08-04 00:00:00 AAPL -100 @ 5.47249984741211"
## [1] "2008-08-27 00:00:00 AAPL 100 @ 6.23821401596069"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-03-31 00:00:00 AAPL 100 @ 3.75428605079651"
## [1] "2010-09-07 00:00:00 AAPL -100 @ 9.20750045776367"
## [1] "2010-09-13 00:00:00 AAPL 100 @ 9.53714275360107"
## [1] "2011-06-13 00:00:00 AAPL -100 @ 11.66428565979"
## [1] "2011-07-18 00:00:00 AAPL 100 @ 13.3500003814697"
## [1] "2012-11-08 00:00:00 AAPL -100 @ 19.2053565979004"
## [1] "2013-08-12 00:00:00 AAPL 100 @ 16.6914291381836"
## [1] "2014-04-22 00:00:00 AAPL -100 @ 18.9892864227295"
## [1] "2014-04-28 00:00:00 AAPL 100 @ 21.2175006866455"
## result of evaluating expression:
## <environment: 0x7fa4b4c168a0>
## got results for task 28
## numValues: 28, numResults: 28, stopped: FALSE
## returning status FALSE
## evaluation # 29:
## $param.combo
## nFAST nSLOW
## 859 19 72
## 
## [1] "2008-04-25 00:00:00 AAPL 100 @ 6.06178617477417"
## [1] "2008-08-05 00:00:00 AAPL -100 @ 5.73714303970337"
## [1] "2008-08-26 00:00:00 AAPL 100 @ 6.20142889022827"
## [1] "2008-09-11 00:00:00 AAPL -100 @ 5.45178604125977"
## [1] "2009-04-01 00:00:00 AAPL 100 @ 3.88178610801697"
## [1] "2011-06-14 00:00:00 AAPL -100 @ 11.872857093811"
## [1] "2011-07-18 00:00:00 AAPL 100 @ 13.3500003814697"
## [1] "2012-11-08 00:00:00 AAPL -100 @ 19.2053565979004"
## [1] "2013-08-12 00:00:00 AAPL 100 @ 16.6914291381836"
## [1] "2014-04-23 00:00:00 AAPL -100 @ 18.7410717010498"
## [1] "2014-04-28 00:00:00 AAPL 100 @ 21.2175006866455"
## result of evaluating expression:
## <environment: 0x7fa4b4c10a98>
## got results for task 29
## numValues: 29, numResults: 29, stopped: FALSE
## returning status FALSE
## evaluation # 30:
## $param.combo
## nFAST nSLOW
## 780 20 68
## 
## [1] "2008-04-25 00:00:00 AAPL 100 @ 6.06178617477417"
## [1] "2008-08-04 00:00:00 AAPL -100 @ 5.47249984741211"
## [1] "2008-08-27 00:00:00 AAPL 100 @ 6.23821401596069"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-03-31 00:00:00 AAPL 100 @ 3.75428605079651"
## [1] "2010-09-03 00:00:00 AAPL -100 @ 9.24178600311279"
## [1] "2010-09-13 00:00:00 AAPL 100 @ 9.53714275360107"
## [1] "2011-06-13 00:00:00 AAPL -100 @ 11.66428565979"
## [1] "2011-07-18 00:00:00 AAPL 100 @ 13.3500003814697"
## [1] "2012-11-07 00:00:00 AAPL -100 @ 19.9285717010498"
## [1] "2013-08-12 00:00:00 AAPL 100 @ 16.6914291381836"
## [1] "2014-04-21 00:00:00 AAPL -100 @ 18.9703578948975"
## [1] "2014-04-29 00:00:00 AAPL 100 @ 21.1546421051025"
## result of evaluating expression:
## <environment: 0x7fa4b4c10b08>
## got results for task 30
## numValues: 30, numResults: 30, stopped: FALSE
## first call to combine function
## evaluating call object to combine results:
## fun(result.1, result.2, result.3, result.4, result.5, result.6, 
## result.7, result.8, result.9, result.10, result.11, result.12, 
## result.13, result.14, result.15, result.16, result.17, result.18, 
## result.19, result.20, result.21, result.22, result.23, result.24, 
## result.25, result.26, result.27, result.28, result.29, result.30)
## returning status FALSE
## numValues: 30, numResults: 30, stopped: TRUE

# 提取关键统计结果
df <- degrees.of.freedom('macd', 'macd') # 计算策略的自由度（评估过拟合风险）
tstats <- results$tradeStats # 交易统计数据（胜率、盈亏比等）
defSR <- SharpeRatio.deflated('macd', strategy='macd', audit=.audit) # 修正后的夏普比率（考虑过拟合）
hcSR <- SharpeRatio.haircut('macd', strategy='macd', audit=.audit) # 调整后的夏普比率（降低过拟合影响）

# 打印结果
print(tstats) # 输出交易统计

## nFAST nSLOW Portfolio Symbol Num.Txns Num.Trades Net.Trading.PL
## 441 1 52 macd.train.441 AAPL 17 8 1648.500
## 243 3 42 macd.train.243 AAPL 23 11 1518.071
## 343 3 47 macd.train.343 AAPL 19 9 1571.500
## 184 4 39 macd.train.184 AAPL 25 12 1386.500
## 604 4 60 macd.train.604 AAPL 17 8 1618.428
## 525 5 56 macd.train.525 AAPL 17 8 1722.286
## 765 5 68 macd.train.765 AAPL 13 6 1651.179
## 985 5 79 macd.train.985 AAPL 9 4 1789.786
## 626 6 61 macd.train.626 AAPL 17 8 1702.107
## 167 7 38 macd.train.167 AAPL 27 13 1352.178
## 927 7 76 macd.train.927 AAPL 11 5 1799.786
## 488 8 54 macd.train.488 AAPL 17 8 1694.143
## 868 8 73 macd.train.868 AAPL 11 5 1573.536
## 489 9 54 macd.train.489 AAPL 17 8 1694.143
## 331 11 46 macd.train.331 AAPL 19 9 1651.679
## 771 11 68 macd.train.771 AAPL 13 6 1651.179
## 332 12 46 macd.train.332 AAPL 19 9 1651.679
## 892 12 74 macd.train.892 AAPL 11 5 1706.857
## 912 12 75 macd.train.912 AAPL 11 5 1814.143
## 153 13 37 macd.train.153 AAPL 29 14 1405.679
## 854 14 72 macd.train.854 AAPL 11 5 1621.143
## 235 15 41 macd.train.235 AAPL 23 11 1521.571
## 855 15 72 macd.train.855 AAPL 11 5 1621.143
## 76 16 33 macd.train.76 AAPL 29 14 1496.536
## 137 17 36 macd.train.137 AAPL 29 14 1502.500
## 157 17 37 macd.train.157 AAPL 29 14 1405.679
## 637 17 61 macd.train.637 AAPL 17 8 1702.107
## 797 17 69 macd.train.797 AAPL 13 6 1571.036
## 859 19 72 macd.train.859 AAPL 11 5 1621.143
## 780 20 68 macd.train.780 AAPL 13 6 1651.179
## Avg.Trade.PL Med.Trade.PL Largest.Winner Largest.Loser Gross.Profits
## 441 187.90627 136.01780 641.0715 -84.07135 1640.286
## 243 124.80194 30.07140 679.7143 -74.39289 1582.286
## 343 158.47222 29.99992 613.5715 -74.39289 1594.214
## 184 103.43749 39.01784 594.5001 -100.96426 1484.178
## 604 184.14727 129.67854 643.6070 -79.03571 1616.607
## 525 197.12948 155.64284 641.0715 -80.85709 1726.107
## 765 250.98809 220.30358 657.8571 -82.35712 1647.214
## 985 327.35715 310.87499 758.7500 -71.07139 1409.250
## 626 194.60712 141.37497 643.6070 -79.03571 1700.286
## 167 92.84063 39.99996 563.6785 -127.89288 1476.785
## 927 316.34286 279.28562 764.4287 -71.07139 1694.214
## 488 193.61158 157.78565 641.0715 -84.07135 1697.857
## 868 286.91425 125.64278 799.1071 -74.96428 1542.000
## 489 193.61158 157.78565 641.0715 -84.07135 1697.857
## 331 167.38096 61.71427 684.0714 -74.39289 1674.393
## 771 250.98809 220.30358 657.8571 -82.35712 1647.214
## 332 167.38096 61.71427 684.0714 -74.39289 1674.393
## 892 313.57854 279.28562 778.7857 -74.96428 1675.321
## 912 319.21427 279.28562 778.7857 -71.07139 1708.571
## 153 90.03060 57.46427 534.8571 -127.89288 1560.143
## 854 296.43568 204.96426 799.1071 -74.96428 1589.607
## 235 125.12012 30.07140 679.7143 -74.39289 1573.821
## 855 296.43568 204.96426 799.1071 -74.96428 1589.607
## 76 96.52040 63.80358 561.7499 -112.32147 1659.786
## 137 96.94642 70.46430 594.6429 -132.92866 1649.250
## 157 90.03060 57.46427 534.8571 -127.89288 1560.143
## 637 194.60712 141.37497 643.6070 -79.03571 1700.286
## 797 238.67855 221.25001 585.5356 -82.35712 1573.357
## 859 296.43568 204.96426 799.1071 -74.96428 1589.607
## 780 250.98809 220.30358 657.8571 -82.35712 1647.214
## Gross.Losses Std.Dev.Trade.PL Std.Err.Trade.PL Percent.Positive
## 441 -137.03566 261.4606 92.44028 62.50000
## 243 -209.46436 225.5217 67.99736 63.63636
## 343 -167.96427 250.7102 83.57008 55.55556
## 184 -242.92860 196.9424 56.85237 66.66667
## 604 -143.42880 266.6014 94.25784 62.50000
## 525 -149.07141 265.6197 93.91073 62.50000
## 765 -141.28575 304.4241 124.28063 66.66667
## 985 -99.82142 438.2080 219.10400 50.00000
## 626 -143.42880 268.2088 94.82611 62.50000
## 167 -269.85722 185.6172 51.48094 69.23077
## 927 -112.50000 384.6769 172.03275 60.00000
## 488 -148.96426 264.1330 93.38512 62.50000
## 868 -107.42860 396.9982 177.54301 60.00000
## 489 -148.96426 264.1330 93.38512 62.50000
## 331 -167.96427 264.2260 88.07535 55.55556
## 771 -141.28575 304.4241 124.28063 66.66667
## 332 -167.96427 264.2260 88.07535 55.55556
## 892 -107.42860 380.9597 170.37037 60.00000
## 912 -112.50000 388.8884 173.91616 60.00000
## 153 -299.71435 174.5118 46.64025 64.28571
## 854 -107.42860 384.2972 171.86295 60.00000
## 235 -197.50004 223.3315 67.33699 63.63636
## 855 -107.42860 384.2972 171.86295 60.00000
## 76 -308.49998 184.6163 49.34077 57.14286
## 137 -292.00015 186.5365 49.85397 64.28571
## 157 -299.71435 174.5118 46.64025 64.28571
## 637 -143.42880 268.2088 94.82611 62.50000
## 797 -141.28575 285.2111 116.43694 66.66667
## 859 -107.42860 384.2972 171.86295 60.00000
## 780 -141.28575 304.4241 124.28063 66.66667
## Percent.Negative Profit.Factor Avg.Win.Trade Med.Win.Trade Avg.Losing.Trade
## 441 37.50000 11.969774 328.0572 253.50018 -45.67855
## 243 36.36364 7.553962 226.0408 194.39278 -52.36609
## 343 44.44444 9.491389 318.8428 239.42852 -41.99107
## 184 33.33333 6.109525 185.5223 136.44640 -60.73215
## 604 37.50000 11.271146 323.3214 201.21422 -47.80960
## 525 37.50000 11.579063 345.2214 297.92862 -49.69047
## 765 33.33333 11.658743 411.8036 388.32144 -70.64288
## 985 50.00000 14.117711 704.6250 704.62501 -49.91071
## 626 37.50000 11.854563 340.0572 261.50017 -47.80960
## 167 30.76923 5.472470 164.0873 94.03572 -67.46430
## 927 40.00000 15.059683 564.7381 650.50001 -56.25000
## 488 37.50000 11.397747 339.5714 267.53559 -49.65475
## 868 40.00000 14.353718 513.9999 617.24997 -53.71430
## 489 37.50000 11.397747 339.5714 267.53559 -49.65475
## 331 44.44444 9.968744 334.8786 227.64282 -41.99107
## 771 33.33333 11.658743 411.8036 388.32144 -70.64288
## 332 44.44444 9.968744 334.8786 227.64282 -41.99107
## 892 40.00000 15.594742 558.4404 617.24997 -53.71430
## 912 40.00000 15.187301 569.5238 650.50001 -56.25000
## 153 35.71429 5.205432 173.3492 127.64282 -59.94287
## 854 40.00000 14.796870 529.8690 585.53562 -53.71430
## 235 36.36364 7.968714 224.8316 194.39278 -49.37501
## 855 40.00000 14.796870 529.8690 585.53562 -53.71430
## 76 42.85714 5.380181 207.4732 144.01779 -51.41666
## 137 35.71429 5.648114 183.2500 126.82142 -58.40003
## 157 35.71429 5.205432 173.3492 127.64282 -59.94287
## 637 37.50000 11.854563 340.0572 261.50017 -47.80960
## 797 33.33333 11.135992 393.3393 387.55358 -70.64288
## 859 40.00000 14.796870 529.8690 585.53562 -53.71430
## 780 33.33333 11.658743 411.8036 388.32144 -70.64288
## Med.Losing.Trade Avg.Daily.PL Med.Daily.PL Std.Dev.Daily.PL
## 441 -51.82142 187.90627 136.01780 261.4606
## 243 -51.39289 124.80194 30.07140 225.5217
## 343 -39.71424 158.47222 29.99992 250.7102
## 184 -54.83932 103.43749 39.01784 196.9424
## 604 -42.14306 184.14727 129.67854 266.6014
## 525 -63.75003 197.12948 155.64284 265.6197
## 765 -70.64288 250.98809 220.30358 304.4241
## 985 -49.91071 327.35715 310.87499 438.2080
## 626 -42.14306 194.60712 141.37497 268.2088
## 167 -54.83932 92.84063 39.99996 185.6172
## 927 -56.25000 316.34286 279.28562 384.6769
## 488 -63.75003 193.61158 157.78565 264.1330
## 868 -53.71430 286.91425 125.64278 396.9982
## 489 -63.75003 193.61158 157.78565 264.1330
## 331 -39.71424 167.38096 61.71427 264.2260
## 771 -70.64288 250.98809 220.30358 304.4241
## 332 -39.71424 167.38096 61.71427 264.2260
## 892 -53.71430 313.57854 279.28562 380.9597
## 912 -56.25000 319.21427 279.28562 388.8884
## 153 -55.03569 90.03060 57.46427 174.5118
## 854 -53.71430 296.43568 204.96426 384.2972
## 235 -45.41073 125.12012 30.07140 223.3315
## 855 -53.71430 296.43568 204.96426 384.2972
## 76 -43.71425 96.52040 63.80358 184.6163
## 137 -55.03569 96.94642 70.46430 186.5365
## 157 -55.03569 90.03060 57.46427 174.5118
## 637 -42.14306 194.60712 141.37497 268.2088
## 797 -70.64288 238.67855 221.25001 285.2111
## 859 -53.71430 296.43568 204.96426 384.2972
## 780 -70.64288 250.98809 220.30358 304.4241
## Std.Err.Daily.PL Ann.Sharpe Max.Drawdown Profit.To.Max.Draw
## 441 92.44028 11.408677 -472.6429 3.487835
## 243 67.99736 8.784827 -502.5715 3.020608
## 343 83.57008 10.034167 -500.5714 3.139412
## 184 56.85237 8.337561 -536.3572 2.585031
## 604 94.25784 10.964859 -464.7860 3.482094
## 525 93.91073 11.781257 -458.4644 3.756640
## 765 124.28063 13.088031 -576.2144 2.865563
## 985 219.10400 11.858829 -726.5001 2.463573
## 626 94.82611 11.518238 -447.5000 3.803591
## 167 51.48094 7.939995 -547.2858 2.470699
## 927 172.03275 13.054558 -694.6074 2.591084
## 488 93.38512 11.636140 -458.4644 3.695255
## 868 177.54301 11.472651 -727.8574 2.161873
## 489 93.38512 11.636140 -458.4644 3.695255
## 331 88.07535 10.056126 -431.0358 3.831883
## 771 124.28063 13.088031 -576.2144 2.865563
## 332 88.07535 10.056126 -431.0358 3.831883
## 892 170.37037 13.066749 -727.8574 2.345043
## 912 173.91616 13.030396 -694.6074 2.611753
## 153 46.64025 8.189654 -547.2858 2.568454
## 854 171.86295 12.245132 -648.5359 2.499696
## 235 67.33699 8.893595 -490.6072 3.101405
## 855 171.86295 12.245132 -648.5359 2.499696
## 76 49.34077 8.299452 -511.9287 2.923328
## 137 49.85397 8.250273 -552.3216 2.720335
## 157 46.64025 8.189654 -547.2858 2.568454
## 637 94.82611 11.518238 -447.5000 3.803591
## 797 116.43694 13.284562 -648.5359 2.422434
## 859 171.86295 12.245132 -648.5359 2.499696
## 780 124.28063 13.088031 -576.2144 2.865563
## Avg.WinLoss.Ratio Med.WinLoss.Ratio Max.Equity Min.Equity End.Equity
## 441 7.181864 4.891803 1753.393 -72.178602 1648.500
## 243 4.316549 3.782484 1701.357 -9.392786 1518.071
## 343 7.593111 6.028782 1719.536 -53.571391 1571.500
## 184 3.054763 2.488112 1629.179 -5.571365 1386.500
## 604 6.762688 4.774552 1740.000 -109.714246 1618.428
## 525 6.947438 4.673388 1779.536 -87.428617 1722.286
## 765 5.829372 5.496965 1792.679 -141.285753 1651.179
## 985 14.117711 14.117711 1863.143 -103.535748 1789.786
## 626 7.112738 6.205059 1763.393 -109.714246 1702.107
## 167 2.432209 1.714750 1605.786 -2.035666 1352.178
## 927 10.039788 11.564445 1856.143 -116.214323 1799.786
## 488 6.838648 4.196635 1785.000 -84.107208 1694.143
## 868 9.569146 11.491353 1895.893 -111.142921 1573.536
## 489 6.838648 4.196635 1785.000 -84.107208 1694.143
## 331 7.974996 5.732020 1730.179 -53.607082 1651.679
## 771 5.829372 5.496965 1792.679 -141.285753 1651.179
## 332 7.974996 5.732020 1730.179 -53.607082 1651.679
## 892 10.396495 11.491353 1875.572 -111.142921 1706.857
## 912 10.124867 11.564445 1870.500 -116.214323 1814.143
## 153 2.891907 2.319274 1659.286 -14.392900 1405.679
## 854 9.864580 10.900926 1864.179 -111.142921 1621.143
## 235 4.553551 4.280768 1692.893 -9.392786 1521.571
## 855 9.864580 10.900926 1864.179 -111.142921 1621.143
## 76 4.035135 3.294527 1714.500 -12.178612 1496.536
## 137 3.137841 2.304349 1760.857 -15.214300 1502.500
## 157 2.891907 2.319274 1659.286 -14.392900 1405.679
## 637 7.112738 6.205059 1763.393 -109.714246 1702.107
## 797 5.567996 5.486096 1789.250 -141.285753 1571.036
## 859 9.864580 10.900926 1864.179 -111.142921 1621.143
## 780 5.829372 5.496965 1792.679 -141.285753 1651.179

print(df) # 输出自由度

## 
## Degrees of freedom report for strategy: macd 
## Total market observations: 1865 
## Degrees of freedom consumed by strategy: 257 
## Total degrees of freedom remaining: 1608 
## % Degrees of Freedom: 86.22 %

print(defSR) # 输出修正夏普比率

## obs.Sharpe max.Sharpe deflated.Sharpe p.value nTrials
## 1 1.1 2.169138 1.095209 0.00435539 38

print(hcSR) # 输出调整夏普比率

## 
## Sharpe Ratio Haircut Report: 
## 
## Frequency = Daily 
## Number of Observations = 1866 
## Observed Sharpe Ratio: 1.1 
## Autocorrelation: NaN 
## Sharpe Ratio corrected for autocorrelation: 1.1 
## Assumed number of tests: 38 
## Assumed Average Correlation: 0.2 
## 
## Bonferroni Adjustment: 
## Adjusted P-value = 0.5742251 
## Haircut Sharpe Ratio = 0.2485153 
## Percentage Haircut = 0.774077 
## 
## Holm Adjustment: 
## Adjusted P-value = 0.483558 
## Haircut Sharpe Ratio = 0.3101128 
## Percentage Haircut = 0.7180793 
## 
## BHY Adjustment: 
## Adjusted P-value = 0.3133459 
## Haircut Sharpe Ratio = 0.4472566 
## Percentage Haircut = 0.5934031 
## 
## Average Adjustment: 
## Adjusted P-value = 0.457043 
## Haircut Sharpe Ratio = 0.3292902 
## Percentage Haircut = 0.7006452

策略核心思路解析

参数优化的必要性与逻辑

MACD 策略的表现高度依赖于快速 EMA（短期趋势）和慢速 EMA（长期趋势）的周期参数。例如，快速 EMA 过短可能导致信号频繁且噪音大，过长则可能滞后于趋势；慢速 EMA 同理。若仅凭经验选择参数（如默认的 12/26 日），可能错过更优组合，或因参数适配特定历史数据而在未来失效。

这段代码的核心是通过系统测试参数组合解决这一问题：首先定义合理的参数范围（快速 EMA 1-20 日、慢速 EMA 30-80 日），再通过add.distribution将参数引入策略，最后用apply.paramset批量测试不同组合的表现。这种方法避免了主观选择参数的盲目性，让数据决定最优解。

MACD 指标与参数约束的意义

MACD（移动平均收敛散度）的核心是通过短期与长期趋势的差异捕捉价格动量，其计算逻辑为： - MACD 线 = 快速 EMA - 慢速 EMA（反映短期与长期趋势的偏离） - 信号线 = MACD 线的 9 日 EMA（平滑波动，生成交易信号）

因此，快速 EMA 必须小于慢速 EMA—— 若快速周期大于慢速周期，MACD 线的物理意义将反转（变成长期减短期），无法正确反映趋势偏离。代码中add.distribution.constraint通过operator = ’<’强制这一约束，确保参数逻辑的合理性。

效率与有效性的平衡：随机抽样与统计验证

全量测试 1-20 日（20 种）与 30-80 日（51 种）的参数组合，会产生 20×51=1020 种可能，计算成本极高。代码通过nsamples = 30随机抽样 30 组参数，在效率与覆盖度间取得平衡 —— 既避免全量测试的冗余，又能覆盖大概率有效的组合。

更重要的是，代码引入了过拟合风险评估： degrees.of.freedom计算策略的自由度（参数数量与数据量的比值），自由度越高，过拟合风险越大； SharpeRatio.deflated和SharpeRatio.haircut对传统夏普比率进行修正，降低因过度优化导致的 “虚高收益” 影响，更真实反映策略的稳健性。

这些指标让交易者不仅关注 “哪个参数组合收益最高”，更能判断 “该组合的收益是否可靠”。

结果解读的核心价值

代码输出的tstats（交易统计）包含胜率、平均盈亏、最大回撤等指标，直观展示不同参数组合的表现；而修正后的夏普比率（defSR、hcSR）则提示哪些组合的收益是 “可复制的”，哪些可能是 “数据巧合”。例如，若某参数组合的传统夏普比率极高，但修正后大幅下降，说明其可能过度拟合历史数据，实盘表现大概率不佳；反之，修正前后差异小的组合，更可能在未来保持稳健。

科学参数优化的意义

这段代码展示了量化交易中 “参数优化” 的标准化流程：从定义合理参数范围、施加逻辑约束，到高效抽样测试、统计验证有效性，每一步都围绕 “降低主观干扰、提升策略稳健性” 展开。

对交易者而言，这种方法的价值在于：它不仅能找到历史表现优异的参数，更能通过统计指标识别参数的可靠性，避免 “回测神话” 与实盘失效的鸿沟。在量化交易中，“能解释的收益” 比 “高收益” 更重要 —— 而科学的参数优化，正是通往可解释、可复制收益的关键一步。

MACD 策略的前进测试（Walk Forward）实现与解析

Wed, 10 Jun 2015 00:00:00 +0000

在量化交易中，策略的稳健性往往取决于其在不同市场周期的适应性。一次性回测容易因参数过拟合导致 “历史表现优异但未来失效” 的问题，而前进测试（Walk Forward Testing）通过滚动优化参数并验证，能有效降低过拟合风险。

本文将解析一段基于quantstrat包的 MACD 策略前进测试代码，展示其实现思路与核心价值，并结合 MACD 指标的原理说明策略设计逻辑。

代码实现与注释

以下是完整的前进测试代码，包含详细注释以解释各环节功能：

# Walk Forward demo for MACD
###############################################################################

# 加载必要的包：foreach用于并行迭代，iterators支持迭代器，quantstrat用于量化策略开发
require(foreach, quietly=TRUE)
require(iterators)
require(quantstrat)

# 运行内置的MACD策略演示代码，初始化策略环境（包含策略定义、标的数据等）
# 使用source而非demo确保所有变量在当前会话中可见
source(system.file('demo/macd.R', package='quantstrat'), echo = TRUE)

## 
## > require(quantstrat)
## 
## > suppressWarnings(rm("order_book.macd", pos = .strategy))
## 
## > suppressWarnings(rm("account.macd", "portfolio.macd", 
## + pos = .blotter))
## 
## > suppressWarnings(rm("account.st", "portfolio.st", 
## + "stock.str", "stratMACD", "startDate", "initEq", "start_t", 
## + "end_t"))
## 
## > oldtz <- Sys.getenv("TZ")
## 
## > if (oldtz == "") {
## + Sys.setenv(TZ = "GMT")
## + }
## 
## > stock.str = "AAPL"
## 
## > fastMA = 12
## 
## > slowMA = 26
## 
## > signalMA = 9
## 
## > maType = "EMA"
## 
## > currency("USD")
## [1] "USD"
## 
## > stock(stock.str, currency = "USD", multiplier = 1)
## [1] "AAPL"
## 
## > startDate = "2006-12-31"
## 
## > initEq = 1e+06
## 
## > portfolio.st = "macd"
## 
## > account.st = "macd"
## 
## > initPortf(portfolio.st, symbols = stock.str)
## [1] "macd"
## 
## > initAcct(account.st, portfolios = portfolio.st)
## [1] "macd"
## 
## > initOrders(portfolio = portfolio.st)
## 
## > strat.st <- portfolio.st
## 
## > strategy(strat.st, store = TRUE)
## 
## > add.indicator(strat.st, name = "MACD", arguments = list(x = quote(Cl(mktdata)), 
## + nFast = fastMA, nSlow = slowMA), label = "_")
## [1] "macd"
## 
## > add.signal(strat.st, name = "sigThreshold", arguments = list(column = "signal._", 
## + relationship = "gt", threshold = 0, cross = TRUE), label = .... [TRUNCATED] 
## [1] "macd"
## 
## > add.signal(strat.st, name = "sigThreshold", arguments = list(column = "signal._", 
## + relationship = "lt", threshold = 0, cross = TRUE), label = .... [TRUNCATED] 
## [1] "macd"
## 
## > add.rule(strat.st, name = "ruleSignal", arguments = list(sigcol = "signal.gt.zero", 
## + sigval = TRUE, orderqty = 100, ordertype = "market", orde .... [TRUNCATED] 
## [1] "macd"
## 
## > add.rule(strat.st, name = "ruleSignal", arguments = list(sigcol = "signal.lt.zero", 
## + sigval = TRUE, orderqty = "all", ordertype = "market", or .... [TRUNCATED] 
## [1] "macd"
## 
## > getSymbols(stock.str, from = startDate, to = "2014-06-01", 
## + src = "yahoo")
## [1] "AAPL"
## 
## > start_t <- Sys.time()
## 
## > out <- applyStrategy(strat.st, portfolios = portfolio.st, 
## + parameters = list(nFast = fastMA, nSlow = slowMA, nSig = signalMA, 
## + maTyp .... [TRUNCATED] 
## [1] "2007-03-16 00:00:00 AAPL 100 @ 3.19964289665222"
## [1] "2007-08-17 00:00:00 AAPL -100 @ 4.35928583145142"
## [1] "2007-09-05 00:00:00 AAPL 100 @ 4.88428592681885"
## [1] "2008-01-16 00:00:00 AAPL -100 @ 5.70142889022827"
## [1] "2008-03-31 00:00:00 AAPL 100 @ 5.125"
## [1] "2008-06-26 00:00:00 AAPL -100 @ 6.00928592681885"
## [1] "2008-08-20 00:00:00 AAPL 100 @ 6.28000020980835"
## [1] "2008-09-09 00:00:00 AAPL -100 @ 5.41714286804199"
## [1] "2009-02-06 00:00:00 AAPL 100 @ 3.56142902374268"
## [1] "2009-03-04 00:00:00 AAPL -100 @ 3.25607109069824"
## [1] "2009-03-19 00:00:00 AAPL 100 @ 3.62928605079651"
## [1] "2009-12-15 00:00:00 AAPL -100 @ 6.93464279174805"
## [1] "2009-12-29 00:00:00 AAPL 100 @ 7.46785688400269"
## [1] "2010-02-03 00:00:00 AAPL -100 @ 7.11535692214966"
## [1] "2010-03-04 00:00:00 AAPL 100 @ 7.52535676956177"
## [1] "2010-07-16 00:00:00 AAPL -100 @ 8.92500019073486"
## [1] "2010-08-03 00:00:00 AAPL 100 @ 9.35464286804199"
## [1] "2010-08-17 00:00:00 AAPL -100 @ 8.99892902374268"
## [1] "2010-09-15 00:00:00 AAPL 100 @ 9.65071392059326"
## [1] "2011-03-22 00:00:00 AAPL -100 @ 12.1857137680054"
## [1] "2011-05-03 00:00:00 AAPL 100 @ 12.4357137680054"
## [1] "2011-05-23 00:00:00 AAPL -100 @ 11.9428567886353"
## [1] "2011-07-11 00:00:00 AAPL 100 @ 12.6428565979004"
## [1] "2011-11-16 00:00:00 AAPL -100 @ 13.7417860031128"
## [1] "2011-12-27 00:00:00 AAPL 100 @ 14.518928527832"
## [1] "2012-05-09 00:00:00 AAPL -100 @ 20.3278560638428"
## [1] "2012-06-20 00:00:00 AAPL 100 @ 20.9192867279053"
## [1] "2012-10-12 00:00:00 AAPL -100 @ 22.4896430969238"
## [1] "2013-05-09 00:00:00 AAPL 100 @ 16.3132133483887"
## [1] "2013-06-19 00:00:00 AAPL -100 @ 15.1071434020996"
## [1] "2013-07-26 00:00:00 AAPL 100 @ 15.7496433258057"
## [1] "2014-01-22 00:00:00 AAPL -100 @ 19.6967868804932"
## [1] "2014-01-24 00:00:00 AAPL 100 @ 19.5025005340576"
## [1] "2014-01-29 00:00:00 AAPL -100 @ 17.8839282989502"
## [1] "2014-03-26 00:00:00 AAPL 100 @ 19.2778568267822"
## [1] "2014-04-15 00:00:00 AAPL -100 @ 18.498571395874"
## [1] "2014-04-29 00:00:00 AAPL 100 @ 21.1546421051025"
## 
## > end_t <- Sys.time()
## 
## > print(end_t - start_t)
## Time difference of 0.4237199 secs
## 
## > start_t <- Sys.time()
## 
## > updatePortf(Portfolio = portfolio.st, Dates = paste("::", 
## + as.Date(Sys.time()), sep = ""))

## [1] "macd"
## 
## > end_t <- Sys.time()
## 
## > print("trade blotter portfolio update:")
## [1] "trade blotter portfolio update:"
## 
## > print(end_t - start_t)
## Time difference of 0.02946806 secs
## 
## > chart.Posn(Portfolio = portfolio.st, Symbol = stock.str)

## 
## > plot(add_MACD(fast = fastMA, slow = slowMA, signal = signalMA, 
## + maType = "EMA"))

## 
## > obook <- getOrderBook("macd")
## 
## > Sys.setenv(TZ = oldtz)

# 并行计算初始化（可选）：doParallel、doMC等并行包可加速参数搜索
# 此处以doParallel为例，默认使用物理核心数-1的线程
# require(doParallel)
# registerDoParallel()


# 从环境中获取策略对象（MACD策略在定义时设置了store=TRUE，因此可直接调用）
strategy.st <- 'macd'

### 设置参数搜索范围
.FastMA = (1:10) # MACD快速EMA周期候选值（1到10）
.SlowMA = (5:25) # MACD慢速EMA周期候选值（5到25）
.nsamples = 15 # 随机抽样的参数组合数量（并行计算时可减少迭代次数，提高效率）


### 定义参数分布（用于参数优化）
# 为策略添加快速EMA周期的参数分布
add.distribution(
 strategy.st, # 策略名称
 paramset.label = 'MA', # 参数集标签（用于标识该组参数）
 component.type = 'indicator', # 组件类型：指标（此处为MACD的EMA参数）
 component.label = '_', # 指标在策略中的标签（对应MACD指标的默认标识）
 variable = list(n = .FastMA), # 变量：快速EMA周期，取值范围为.FastMA
 label = 'nFAST' # 该参数的标签（用于后续约束和结果识别）
)

## [1] "macd"

# 为策略添加慢速EMA周期的参数分布
add.distribution(
 strategy.st,
 paramset.label = 'MA',
 component.type = 'indicator',
 component.label = '_',
 variable = list(n = .SlowMA), # 变量：慢速EMA周期，取值范围为.SlowMA
 label = 'nSLOW' # 该参数的标签
)

## [1] "macd"

# 添加参数约束：确保快速EMA周期小于慢速EMA周期（MACD计算的必要条件）
add.distribution.constraint(
 strategy.st,
 paramset.label = 'MA',
 distribution.label.1 = 'nFAST', # 第一个参数（快速周期）
 distribution.label.2 = 'nSLOW', # 第二个参数（慢速周期）
 operator = '<', # 约束关系：快速周期 < 慢速周期
 label = 'MA' # 约束标签
)

## [1] "macd"

### 初始化前进测试环境
wfportfolio <- "wf.macd" # 前进测试的组合名称
initPortf(wfportfolio, symbols = stock.str) # 初始化组合（stock.str来自MACD演示代码中的标的）

## [1] "wf.macd"

initOrders(portfolio = wfportfolio) # 初始化订单簿

# 执行前进测试
wf_start <- Sys.time() # 记录开始时间
wfresults <- walk.forward(
 strategy.st, # 策略名称
 paramset.label = 'MA', # 使用的参数集标签
 portfolio.st = wfportfolio, # 组合名称
 account.st = account.st, # 账户名称（来自MACD演示代码）
 nsamples = .nsamples, # 每次迭代随机抽样的参数组合数量
 period = 'months', # 滚动周期：按月划分训练期和测试期
 k.training = 36, # 训练期长度：36个月（用于参数优化）
 k.testing = 12, # 测试期长度：12个月（用于验证优化后的参数）
 verbose = TRUE, # 输出详细过程信息
 anchored = TRUE, # 固定起始点：训练期从最开始滚动（而非滑动窗口）
 include.insamples = TRUE, # 结果中包含训练期数据
 savewf = FALSE # 不保存中间结果
)

## [1] "=== training MA on 2007-01-03/2009-12-31"

## [1] "2007-03-14 00:00:00 AAPL 100 @ 3.21428608894348"
## [1] "2007-08-16 00:00:00 AAPL -100 @ 4.18035697937012"
## [1] "2007-09-05 00:00:00 AAPL 100 @ 4.88428592681885"
## [1] "2007-11-26 00:00:00 AAPL -100 @ 6.16214323043823"
## [1] "2007-11-30 00:00:00 AAPL 100 @ 6.50785684585571"
## [1] "2008-01-15 00:00:00 AAPL -100 @ 6.03714323043823"
## [1] "2008-03-27 00:00:00 AAPL 100 @ 5.00892877578735"
## [1] "2008-06-25 00:00:00 AAPL -100 @ 6.33535718917847"
## [1] "2008-08-18 00:00:00 AAPL 100 @ 6.26392889022827"
## [1] "2008-09-09 00:00:00 AAPL -100 @ 5.41714286804199"
## [1] "2009-02-05 00:00:00 AAPL 100 @ 3.4449999332428"
## [1] "2009-03-03 00:00:00 AAPL -100 @ 3.15607094764709"
## [1] "2009-03-19 00:00:00 AAPL 100 @ 3.62928605079651"
## [1] "2009-12-11 00:00:00 AAPL -100 @ 6.9524998664856"
## [1] "2009-12-28 00:00:00 AAPL 100 @ 7.55749988555908"
## [1] "2007-03-15 00:00:00 AAPL 100 @ 3.19892907142639"
## [1] "2007-08-16 00:00:00 AAPL -100 @ 4.18035697937012"
## [1] "2007-09-05 00:00:00 AAPL 100 @ 4.88428592681885"
## [1] "2007-11-27 00:00:00 AAPL -100 @ 6.24321413040161"
## [1] "2007-11-29 00:00:00 AAPL 100 @ 6.58178615570068"
## [1] "2008-01-15 00:00:00 AAPL -100 @ 6.03714323043823"
## [1] "2008-03-28 00:00:00 AAPL 100 @ 5.10750007629395"
## [1] "2008-06-25 00:00:00 AAPL -100 @ 6.33535718917847"
## [1] "2008-08-19 00:00:00 AAPL 100 @ 6.19750022888184"
## [1] "2008-09-09 00:00:00 AAPL -100 @ 5.41714286804199"
## [1] "2009-02-06 00:00:00 AAPL 100 @ 3.56142902374268"
## [1] "2009-03-04 00:00:00 AAPL -100 @ 3.25607109069824"
## [1] "2009-03-19 00:00:00 AAPL 100 @ 3.62928605079651"
## [1] "2009-12-14 00:00:00 AAPL -100 @ 7.03499984741211"
## [1] "2009-12-29 00:00:00 AAPL 100 @ 7.46785688400269"
## [1] "2007-03-21 00:00:00 AAPL 100 @ 3.35249996185303"
## [1] "2007-08-22 00:00:00 AAPL -100 @ 4.73250007629395"
## [1] "2007-09-06 00:00:00 AAPL 100 @ 4.82178592681885"
## [1] "2008-01-18 00:00:00 AAPL -100 @ 5.76285696029663"
## [1] "2008-04-02 00:00:00 AAPL 100 @ 5.26749992370605"
## [1] "2008-07-01 00:00:00 AAPL -100 @ 6.23857116699219"
## [1] "2008-08-25 00:00:00 AAPL 100 @ 6.16249990463257"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-10 00:00:00 AAPL 100 @ 3.49392890930176"
## [1] "2009-03-09 00:00:00 AAPL -100 @ 2.96821403503418"
## [1] "2009-03-19 00:00:00 AAPL 100 @ 3.62928605079651"
## [1] "2009-12-22 00:00:00 AAPL -100 @ 7.15571403503418"
## [1] "2009-12-28 00:00:00 AAPL 100 @ 7.55749988555908"
## [1] "2007-03-21 00:00:00 AAPL 100 @ 3.35249996185303"
## [1] "2007-08-22 00:00:00 AAPL -100 @ 4.73250007629395"
## [1] "2007-09-06 00:00:00 AAPL 100 @ 4.82178592681885"
## [1] "2008-01-18 00:00:00 AAPL -100 @ 5.76285696029663"
## [1] "2008-04-03 00:00:00 AAPL 100 @ 5.41464281082153"
## [1] "2008-07-02 00:00:00 AAPL -100 @ 6.00642919540405"
## [1] "2008-08-25 00:00:00 AAPL 100 @ 6.16249990463257"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-10 00:00:00 AAPL 100 @ 3.49392890930176"
## [1] "2009-03-09 00:00:00 AAPL -100 @ 2.96821403503418"
## [1] "2009-03-19 00:00:00 AAPL 100 @ 3.62928605079651"
## [1] "2007-03-15 00:00:00 AAPL 100 @ 3.19892907142639"
## [1] "2007-08-16 00:00:00 AAPL -100 @ 4.18035697937012"
## [1] "2007-09-05 00:00:00 AAPL 100 @ 4.88428592681885"
## [1] "2007-11-27 00:00:00 AAPL -100 @ 6.24321413040161"
## [1] "2007-11-29 00:00:00 AAPL 100 @ 6.58178615570068"
## [1] "2008-01-15 00:00:00 AAPL -100 @ 6.03714323043823"
## [1] "2008-03-28 00:00:00 AAPL 100 @ 5.10750007629395"
## [1] "2008-06-25 00:00:00 AAPL -100 @ 6.33535718917847"
## [1] "2008-08-19 00:00:00 AAPL 100 @ 6.19750022888184"
## [1] "2008-09-09 00:00:00 AAPL -100 @ 5.41714286804199"
## [1] "2009-02-06 00:00:00 AAPL 100 @ 3.56142902374268"
## [1] "2009-03-04 00:00:00 AAPL -100 @ 3.25607109069824"
## [1] "2009-03-19 00:00:00 AAPL 100 @ 3.62928605079651"
## [1] "2009-12-14 00:00:00 AAPL -100 @ 7.03499984741211"
## [1] "2009-12-29 00:00:00 AAPL 100 @ 7.46785688400269"
## [1] "2007-03-20 00:00:00 AAPL 100 @ 3.26714301109314"
## [1] "2007-08-21 00:00:00 AAPL -100 @ 4.55607080459595"
## [1] "2007-09-06 00:00:00 AAPL 100 @ 4.82178592681885"
## [1] "2008-01-17 00:00:00 AAPL -100 @ 5.74607086181641"
## [1] "2008-04-02 00:00:00 AAPL 100 @ 5.26749992370605"
## [1] "2008-06-30 00:00:00 AAPL -100 @ 5.98000001907349"
## [1] "2008-08-22 00:00:00 AAPL 100 @ 6.31392908096313"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-09 00:00:00 AAPL 100 @ 3.66107106208801"
## [1] "2009-03-06 00:00:00 AAPL -100 @ 3.0464289188385"
## [1] "2009-03-19 00:00:00 AAPL 100 @ 3.62928605079651"
## [1] "2009-12-18 00:00:00 AAPL -100 @ 6.97964286804199"
## [1] "2009-12-28 00:00:00 AAPL 100 @ 7.55749988555908"
## [1] "2007-03-23 00:00:00 AAPL 100 @ 3.33999991416931"
## [1] "2007-08-28 00:00:00 AAPL -100 @ 4.52928590774536"
## [1] "2007-09-04 00:00:00 AAPL 100 @ 5.1485710144043"
## [1] "2008-01-22 00:00:00 AAPL -100 @ 5.55857086181641"
## [1] "2008-04-07 00:00:00 AAPL 100 @ 5.56750011444092"
## [1] "2008-07-08 00:00:00 AAPL -100 @ 6.41249990463257"
## [1] "2008-08-27 00:00:00 AAPL 100 @ 6.23821401596069"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-11 00:00:00 AAPL 100 @ 3.45785689353943"
## [1] "2009-03-09 00:00:00 AAPL -100 @ 2.96821403503418"
## [1] "2009-03-20 00:00:00 AAPL 100 @ 3.62821388244629"
## [1] "2007-03-23 00:00:00 AAPL 100 @ 3.33999991416931"
## [1] "2008-01-23 00:00:00 AAPL -100 @ 4.96678590774536"
## [1] "2008-04-07 00:00:00 AAPL 100 @ 5.56750011444092"
## [1] "2008-07-08 00:00:00 AAPL -100 @ 6.41249990463257"
## [1] "2008-08-27 00:00:00 AAPL 100 @ 6.23821401596069"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-12 00:00:00 AAPL 100 @ 3.54535698890686"
## [1] "2009-03-09 00:00:00 AAPL -100 @ 2.96821403503418"
## [1] "2009-03-20 00:00:00 AAPL 100 @ 3.62821388244629"
## [1] "2007-03-27 00:00:00 AAPL 100 @ 3.40928602218628"
## [1] "2008-01-23 00:00:00 AAPL -100 @ 4.96678590774536"
## [1] "2008-04-08 00:00:00 AAPL 100 @ 5.45857095718384"
## [1] "2008-07-11 00:00:00 AAPL -100 @ 6.16357088088989"
## [1] "2008-08-28 00:00:00 AAPL 100 @ 6.20499992370605"
## [1] "2008-09-09 00:00:00 AAPL -100 @ 5.41714286804199"
## [1] "2009-02-13 00:00:00 AAPL 100 @ 3.54142904281616"
## [1] "2009-03-09 00:00:00 AAPL -100 @ 2.96821403503418"
## [1] "2009-03-20 00:00:00 AAPL 100 @ 3.62821388244629"
## [1] "2007-03-23 00:00:00 AAPL 100 @ 3.33999991416931"
## [1] "2007-08-27 00:00:00 AAPL -100 @ 4.7232141494751"
## [1] "2007-09-05 00:00:00 AAPL 100 @ 4.88428592681885"
## [1] "2008-01-22 00:00:00 AAPL -100 @ 5.55857086181641"
## [1] "2008-04-07 00:00:00 AAPL 100 @ 5.56750011444092"
## [1] "2008-07-07 00:00:00 AAPL -100 @ 6.25571393966675"
## [1] "2008-08-26 00:00:00 AAPL 100 @ 6.20142889022827"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-11 00:00:00 AAPL 100 @ 3.45785689353943"
## [1] "2009-03-09 00:00:00 AAPL -100 @ 2.96821403503418"
## [1] "2009-03-20 00:00:00 AAPL 100 @ 3.62821388244629"
## [1] "2007-03-16 00:00:00 AAPL 100 @ 3.19964289665222"
## [1] "2007-08-17 00:00:00 AAPL -100 @ 4.35928583145142"
## [1] "2007-09-05 00:00:00 AAPL 100 @ 4.88428592681885"
## [1] "2008-01-16 00:00:00 AAPL -100 @ 5.70142889022827"
## [1] "2008-03-31 00:00:00 AAPL 100 @ 5.125"
## [1] "2008-06-26 00:00:00 AAPL -100 @ 6.00928592681885"
## [1] "2008-08-20 00:00:00 AAPL 100 @ 6.28000020980835"
## [1] "2008-09-09 00:00:00 AAPL -100 @ 5.41714286804199"
## [1] "2009-02-06 00:00:00 AAPL 100 @ 3.56142902374268"
## [1] "2009-03-04 00:00:00 AAPL -100 @ 3.25607109069824"
## [1] "2009-03-19 00:00:00 AAPL 100 @ 3.62928605079651"
## [1] "2009-12-15 00:00:00 AAPL -100 @ 6.93464279174805"
## [1] "2009-12-29 00:00:00 AAPL 100 @ 7.46785688400269"
## [1] "2007-03-16 00:00:00 AAPL 100 @ 3.19964289665222"
## [1] "2007-08-17 00:00:00 AAPL -100 @ 4.35928583145142"
## [1] "2007-09-05 00:00:00 AAPL 100 @ 4.88428592681885"
## [1] "2008-01-16 00:00:00 AAPL -100 @ 5.70142889022827"
## [1] "2008-03-31 00:00:00 AAPL 100 @ 5.125"
## [1] "2008-06-26 00:00:00 AAPL -100 @ 6.00928592681885"
## [1] "2008-08-20 00:00:00 AAPL 100 @ 6.28000020980835"
## [1] "2008-09-09 00:00:00 AAPL -100 @ 5.41714286804199"
## [1] "2009-02-06 00:00:00 AAPL 100 @ 3.56142902374268"
## [1] "2009-03-04 00:00:00 AAPL -100 @ 3.25607109069824"
## [1] "2009-03-19 00:00:00 AAPL 100 @ 3.62928605079651"
## [1] "2009-12-15 00:00:00 AAPL -100 @ 6.93464279174805"
## [1] "2009-12-29 00:00:00 AAPL 100 @ 7.46785688400269"
## [1] "2007-03-20 00:00:00 AAPL 100 @ 3.26714301109314"
## [1] "2007-08-21 00:00:00 AAPL -100 @ 4.55607080459595"
## [1] "2007-09-06 00:00:00 AAPL 100 @ 4.82178592681885"
## [1] "2008-01-18 00:00:00 AAPL -100 @ 5.76285696029663"
## [1] "2008-04-02 00:00:00 AAPL 100 @ 5.26749992370605"
## [1] "2008-07-01 00:00:00 AAPL -100 @ 6.23857116699219"
## [1] "2008-08-22 00:00:00 AAPL 100 @ 6.31392908096313"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-10 00:00:00 AAPL 100 @ 3.49392890930176"
## [1] "2009-03-06 00:00:00 AAPL -100 @ 3.0464289188385"
## [1] "2009-03-19 00:00:00 AAPL 100 @ 3.62928605079651"
## [1] "2009-12-21 00:00:00 AAPL -100 @ 7.07964277267456"
## [1] "2009-12-28 00:00:00 AAPL 100 @ 7.55749988555908"
## [1] "2007-03-21 00:00:00 AAPL 100 @ 3.35249996185303"
## [1] "2007-08-22 00:00:00 AAPL -100 @ 4.73250007629395"
## [1] "2007-09-06 00:00:00 AAPL 100 @ 4.82178592681885"
## [1] "2008-01-18 00:00:00 AAPL -100 @ 5.76285696029663"
## [1] "2008-04-02 00:00:00 AAPL 100 @ 5.26749992370605"
## [1] "2008-07-01 00:00:00 AAPL -100 @ 6.23857116699219"
## [1] "2008-08-25 00:00:00 AAPL 100 @ 6.16249990463257"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-10 00:00:00 AAPL 100 @ 3.49392890930176"
## [1] "2009-03-09 00:00:00 AAPL -100 @ 2.96821403503418"
## [1] "2009-03-19 00:00:00 AAPL 100 @ 3.62928605079651"
## [1] "2009-12-22 00:00:00 AAPL -100 @ 7.15571403503418"
## [1] "2009-12-28 00:00:00 AAPL 100 @ 7.55749988555908"
## [1] "2007-03-23 00:00:00 AAPL 100 @ 3.33999991416931"
## [1] "2008-01-23 00:00:00 AAPL -100 @ 4.96678590774536"
## [1] "2008-04-07 00:00:00 AAPL 100 @ 5.56750011444092"
## [1] "2008-07-08 00:00:00 AAPL -100 @ 6.41249990463257"
## [1] "2008-08-27 00:00:00 AAPL 100 @ 6.23821401596069"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-12 00:00:00 AAPL 100 @ 3.54535698890686"
## [1] "2009-03-09 00:00:00 AAPL -100 @ 2.96821403503418"
## [1] "2009-03-20 00:00:00 AAPL 100 @ 3.62821388244629"
## [1] "=== testing param.combo 90 on 2010-01-04/2010-12-31"
## nFAST nSLOW
## 90 1 16
## [1] "2010-03-08 00:00:00 AAPL 100 @ 7.82428598403931"
## [1] "2010-07-20 00:00:00 AAPL -100 @ 8.99607086181641"
## [1] "2010-08-04 00:00:00 AAPL 100 @ 9.39214324951172"
## [1] "2010-08-18 00:00:00 AAPL -100 @ 9.0382137298584"
## [1] "2010-09-16 00:00:00 AAPL 100 @ 9.8774995803833"
## [1] "=== training MA on 2007-01-03/2010-12-31"
## [1] "2007-03-22 00:00:00 AAPL 100 @ 3.3557140827179"
## [1] "2007-08-24 00:00:00 AAPL -100 @ 4.83214282989502"
## [1] "2007-09-05 00:00:00 AAPL 100 @ 4.88428592681885"
## [1] "2008-01-22 00:00:00 AAPL -100 @ 5.55857086181641"
## [1] "2008-04-04 00:00:00 AAPL 100 @ 5.46714305877686"
## [1] "2008-07-07 00:00:00 AAPL -100 @ 6.25571393966675"
## [1] "2008-08-26 00:00:00 AAPL 100 @ 6.20142889022827"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-11 00:00:00 AAPL 100 @ 3.45785689353943"
## [1] "2009-03-09 00:00:00 AAPL -100 @ 2.96821403503418"
## [1] "2009-03-20 00:00:00 AAPL 100 @ 3.62821388244629"
## [1] "2010-02-09 00:00:00 AAPL -100 @ 7.00678586959839"
## [1] "2010-03-08 00:00:00 AAPL 100 @ 7.82428598403931"
## [1] "2010-07-21 00:00:00 AAPL -100 @ 9.07999992370605"
## [1] "2010-08-03 00:00:00 AAPL 100 @ 9.35464286804199"
## [1] "2010-08-19 00:00:00 AAPL -100 @ 8.92428588867188"
## [1] "2010-09-17 00:00:00 AAPL 100 @ 9.83464336395264"
## [1] "2007-03-19 00:00:00 AAPL 100 @ 3.25464296340942"
## [1] "2007-08-20 00:00:00 AAPL -100 @ 4.36499977111816"
## [1] "2007-09-06 00:00:00 AAPL 100 @ 4.82178592681885"
## [1] "2008-01-17 00:00:00 AAPL -100 @ 5.74607086181641"
## [1] "2008-04-01 00:00:00 AAPL 100 @ 5.34035682678223"
## [1] "2008-06-30 00:00:00 AAPL -100 @ 5.98000001907349"
## [1] "2008-08-21 00:00:00 AAPL 100 @ 6.22464323043823"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-09 00:00:00 AAPL 100 @ 3.66107106208801"
## [1] "2009-03-06 00:00:00 AAPL -100 @ 3.0464289188385"
## [1] "2009-03-19 00:00:00 AAPL 100 @ 3.62928605079651"
## [1] "2009-12-18 00:00:00 AAPL -100 @ 6.97964286804199"
## [1] "2009-12-29 00:00:00 AAPL 100 @ 7.46785688400269"
## [1] "2010-02-04 00:00:00 AAPL -100 @ 6.85892915725708"
## [1] "2010-03-05 00:00:00 AAPL 100 @ 7.81964302062988"
## [1] "2010-07-19 00:00:00 AAPL -100 @ 8.77071380615234"
## [1] "2010-08-03 00:00:00 AAPL 100 @ 9.35464286804199"
## [1] "2010-08-18 00:00:00 AAPL -100 @ 9.0382137298584"
## [1] "2010-09-15 00:00:00 AAPL 100 @ 9.65071392059326"
## [1] "2007-03-19 00:00:00 AAPL 100 @ 3.25464296340942"
## [1] "2007-08-20 00:00:00 AAPL -100 @ 4.36499977111816"
## [1] "2007-09-06 00:00:00 AAPL 100 @ 4.82178592681885"
## [1] "2008-01-17 00:00:00 AAPL -100 @ 5.74607086181641"
## [1] "2008-04-01 00:00:00 AAPL 100 @ 5.34035682678223"
## [1] "2008-06-30 00:00:00 AAPL -100 @ 5.98000001907349"
## [1] "2008-08-21 00:00:00 AAPL 100 @ 6.22464323043823"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-09 00:00:00 AAPL 100 @ 3.66107106208801"
## [1] "2009-03-06 00:00:00 AAPL -100 @ 3.0464289188385"
## [1] "2009-03-19 00:00:00 AAPL 100 @ 3.62928605079651"
## [1] "2009-12-18 00:00:00 AAPL -100 @ 6.97964286804199"
## [1] "2009-12-29 00:00:00 AAPL 100 @ 7.46785688400269"
## [1] "2010-02-04 00:00:00 AAPL -100 @ 6.85892915725708"
## [1] "2010-03-05 00:00:00 AAPL 100 @ 7.81964302062988"
## [1] "2010-07-19 00:00:00 AAPL -100 @ 8.77071380615234"
## [1] "2010-08-03 00:00:00 AAPL 100 @ 9.35464286804199"
## [1] "2010-08-18 00:00:00 AAPL -100 @ 9.0382137298584"
## [1] "2010-09-15 00:00:00 AAPL 100 @ 9.65071392059326"
## [1] "2007-03-14 00:00:00 AAPL 100 @ 3.21428608894348"
## [1] "2007-08-16 00:00:00 AAPL -100 @ 4.18035697937012"
## [1] "2007-09-05 00:00:00 AAPL 100 @ 4.88428592681885"
## [1] "2007-11-26 00:00:00 AAPL -100 @ 6.16214323043823"
## [1] "2007-11-30 00:00:00 AAPL 100 @ 6.50785684585571"
## [1] "2008-01-15 00:00:00 AAPL -100 @ 6.03714323043823"
## [1] "2008-03-27 00:00:00 AAPL 100 @ 5.00892877578735"
## [1] "2008-06-25 00:00:00 AAPL -100 @ 6.33535718917847"
## [1] "2008-08-18 00:00:00 AAPL 100 @ 6.26392889022827"
## [1] "2008-09-09 00:00:00 AAPL -100 @ 5.41714286804199"
## [1] "2009-02-05 00:00:00 AAPL 100 @ 3.4449999332428"
## [1] "2009-03-03 00:00:00 AAPL -100 @ 3.15607094764709"
## [1] "2009-03-19 00:00:00 AAPL 100 @ 3.62928605079651"
## [1] "2009-12-11 00:00:00 AAPL -100 @ 6.9524998664856"
## [1] "2009-12-28 00:00:00 AAPL 100 @ 7.55749988555908"
## [1] "2010-02-02 00:00:00 AAPL -100 @ 6.99499988555908"
## [1] "2010-03-03 00:00:00 AAPL 100 @ 7.47607088088989"
## [1] "2010-05-28 00:00:00 AAPL -100 @ 9.17428588867188"
## [1] "2010-06-02 00:00:00 AAPL 100 @ 9.42678642272949"
## [1] "2010-07-14 00:00:00 AAPL -100 @ 9.0260705947876"
## [1] "2010-08-02 00:00:00 AAPL 100 @ 9.35178565979004"
## [1] "2010-08-17 00:00:00 AAPL -100 @ 8.99892902374268"
## [1] "2010-09-14 00:00:00 AAPL 100 @ 9.57357120513916"
## [1] "2007-03-15 00:00:00 AAPL 100 @ 3.19892907142639"
## [1] "2007-08-17 00:00:00 AAPL -100 @ 4.35928583145142"
## [1] "2007-09-05 00:00:00 AAPL 100 @ 4.88428592681885"
## [1] "2008-01-16 00:00:00 AAPL -100 @ 5.70142889022827"
## [1] "2008-03-28 00:00:00 AAPL 100 @ 5.10750007629395"
## [1] "2008-06-26 00:00:00 AAPL -100 @ 6.00928592681885"
## [1] "2008-08-19 00:00:00 AAPL 100 @ 6.19750022888184"
## [1] "2008-09-09 00:00:00 AAPL -100 @ 5.41714286804199"
## [1] "2009-02-06 00:00:00 AAPL 100 @ 3.56142902374268"
## [1] "2009-03-04 00:00:00 AAPL -100 @ 3.25607109069824"
## [1] "2009-03-19 00:00:00 AAPL 100 @ 3.62928605079651"
## [1] "2009-12-14 00:00:00 AAPL -100 @ 7.03499984741211"
## [1] "2009-12-29 00:00:00 AAPL 100 @ 7.46785688400269"
## [1] "2010-02-03 00:00:00 AAPL -100 @ 7.11535692214966"
## [1] "2010-03-04 00:00:00 AAPL 100 @ 7.52535676956177"
## [1] "2010-07-15 00:00:00 AAPL -100 @ 8.98035717010498"
## [1] "2010-08-03 00:00:00 AAPL 100 @ 9.35464286804199"
## [1] "2010-08-17 00:00:00 AAPL -100 @ 8.99892902374268"
## [1] "2010-09-14 00:00:00 AAPL 100 @ 9.57357120513916"
## [1] "2007-03-21 00:00:00 AAPL 100 @ 3.35249996185303"
## [1] "2007-08-22 00:00:00 AAPL -100 @ 4.73250007629395"
## [1] "2007-09-06 00:00:00 AAPL 100 @ 4.82178592681885"
## [1] "2008-01-18 00:00:00 AAPL -100 @ 5.76285696029663"
## [1] "2008-04-02 00:00:00 AAPL 100 @ 5.26749992370605"
## [1] "2008-07-01 00:00:00 AAPL -100 @ 6.23857116699219"
## [1] "2008-08-25 00:00:00 AAPL 100 @ 6.16249990463257"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-10 00:00:00 AAPL 100 @ 3.49392890930176"
## [1] "2009-03-09 00:00:00 AAPL -100 @ 2.96821403503418"
## [1] "2009-03-19 00:00:00 AAPL 100 @ 3.62928605079651"
## [1] "2009-12-22 00:00:00 AAPL -100 @ 7.15571403503418"
## [1] "2009-12-28 00:00:00 AAPL 100 @ 7.55749988555908"
## [1] "2010-02-05 00:00:00 AAPL -100 @ 6.98071384429932"
## [1] "2010-03-05 00:00:00 AAPL 100 @ 7.81964302062988"
## [1] "2010-07-20 00:00:00 AAPL -100 @ 8.99607086181641"
## [1] "2010-08-04 00:00:00 AAPL 100 @ 9.39214324951172"
## [1] "2010-08-18 00:00:00 AAPL -100 @ 9.0382137298584"
## [1] "2010-09-16 00:00:00 AAPL 100 @ 9.8774995803833"
## [1] "2007-03-16 00:00:00 AAPL 100 @ 3.19964289665222"
## [1] "2007-08-17 00:00:00 AAPL -100 @ 4.35928583145142"
## [1] "2007-09-05 00:00:00 AAPL 100 @ 4.88428592681885"
## [1] "2008-01-16 00:00:00 AAPL -100 @ 5.70142889022827"
## [1] "2008-03-31 00:00:00 AAPL 100 @ 5.125"
## [1] "2008-06-26 00:00:00 AAPL -100 @ 6.00928592681885"
## [1] "2008-08-20 00:00:00 AAPL 100 @ 6.28000020980835"
## [1] "2008-09-09 00:00:00 AAPL -100 @ 5.41714286804199"
## [1] "2009-02-06 00:00:00 AAPL 100 @ 3.56142902374268"
## [1] "2009-03-04 00:00:00 AAPL -100 @ 3.25607109069824"
## [1] "2009-03-19 00:00:00 AAPL 100 @ 3.62928605079651"
## [1] "2009-12-15 00:00:00 AAPL -100 @ 6.93464279174805"
## [1] "2009-12-29 00:00:00 AAPL 100 @ 7.46785688400269"
## [1] "2010-02-03 00:00:00 AAPL -100 @ 7.11535692214966"
## [1] "2010-03-04 00:00:00 AAPL 100 @ 7.52535676956177"
## [1] "2010-07-16 00:00:00 AAPL -100 @ 8.92500019073486"
## [1] "2010-08-03 00:00:00 AAPL 100 @ 9.35464286804199"
## [1] "2010-08-17 00:00:00 AAPL -100 @ 8.99892902374268"
## [1] "2010-09-15 00:00:00 AAPL 100 @ 9.65071392059326"
## [1] "2007-03-21 00:00:00 AAPL 100 @ 3.35249996185303"
## [1] "2007-08-22 00:00:00 AAPL -100 @ 4.73250007629395"
## [1] "2007-09-06 00:00:00 AAPL 100 @ 4.82178592681885"
## [1] "2008-01-18 00:00:00 AAPL -100 @ 5.76285696029663"
## [1] "2008-04-03 00:00:00 AAPL 100 @ 5.41464281082153"
## [1] "2008-07-02 00:00:00 AAPL -100 @ 6.00642919540405"
## [1] "2008-08-25 00:00:00 AAPL 100 @ 6.16249990463257"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-10 00:00:00 AAPL 100 @ 3.49392890930176"
## [1] "2009-03-09 00:00:00 AAPL -100 @ 2.96821403503418"
## [1] "2009-03-19 00:00:00 AAPL 100 @ 3.62928605079651"
## [1] "2010-02-08 00:00:00 AAPL -100 @ 6.93285703659058"
## [1] "2010-03-08 00:00:00 AAPL 100 @ 7.82428598403931"
## [1] "2010-07-20 00:00:00 AAPL -100 @ 8.99607086181641"
## [1] "2010-08-04 00:00:00 AAPL 100 @ 9.39214324951172"
## [1] "2010-08-18 00:00:00 AAPL -100 @ 9.0382137298584"
## [1] "2010-09-16 00:00:00 AAPL 100 @ 9.8774995803833"
## [1] "2007-03-22 00:00:00 AAPL 100 @ 3.3557140827179"
## [1] "2007-08-24 00:00:00 AAPL -100 @ 4.83214282989502"
## [1] "2007-09-05 00:00:00 AAPL 100 @ 4.88428592681885"
## [1] "2008-01-22 00:00:00 AAPL -100 @ 5.55857086181641"
## [1] "2008-04-04 00:00:00 AAPL 100 @ 5.46714305877686"
## [1] "2008-07-07 00:00:00 AAPL -100 @ 6.25571393966675"
## [1] "2008-08-26 00:00:00 AAPL 100 @ 6.20142889022827"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-11 00:00:00 AAPL 100 @ 3.45785689353943"
## [1] "2009-03-09 00:00:00 AAPL -100 @ 2.96821403503418"
## [1] "2009-03-20 00:00:00 AAPL 100 @ 3.62821388244629"
## [1] "2010-02-09 00:00:00 AAPL -100 @ 7.00678586959839"
## [1] "2010-03-08 00:00:00 AAPL 100 @ 7.82428598403931"
## [1] "2010-07-21 00:00:00 AAPL -100 @ 9.07999992370605"
## [1] "2010-08-03 00:00:00 AAPL 100 @ 9.35464286804199"
## [1] "2010-08-19 00:00:00 AAPL -100 @ 8.92428588867188"
## [1] "2010-09-17 00:00:00 AAPL 100 @ 9.83464336395264"
## [1] "2007-03-15 00:00:00 AAPL 100 @ 3.19892907142639"
## [1] "2007-08-17 00:00:00 AAPL -100 @ 4.35928583145142"
## [1] "2007-09-05 00:00:00 AAPL 100 @ 4.88428592681885"
## [1] "2008-01-16 00:00:00 AAPL -100 @ 5.70142889022827"
## [1] "2008-03-28 00:00:00 AAPL 100 @ 5.10750007629395"
## [1] "2008-06-26 00:00:00 AAPL -100 @ 6.00928592681885"
## [1] "2008-08-19 00:00:00 AAPL 100 @ 6.19750022888184"
## [1] "2008-09-09 00:00:00 AAPL -100 @ 5.41714286804199"
## [1] "2009-02-06 00:00:00 AAPL 100 @ 3.56142902374268"
## [1] "2009-03-04 00:00:00 AAPL -100 @ 3.25607109069824"
## [1] "2009-03-19 00:00:00 AAPL 100 @ 3.62928605079651"
## [1] "2009-12-14 00:00:00 AAPL -100 @ 7.03499984741211"
## [1] "2009-12-29 00:00:00 AAPL 100 @ 7.46785688400269"
## [1] "2010-02-03 00:00:00 AAPL -100 @ 7.11535692214966"
## [1] "2010-03-04 00:00:00 AAPL 100 @ 7.52535676956177"
## [1] "2010-07-15 00:00:00 AAPL -100 @ 8.98035717010498"
## [1] "2010-08-03 00:00:00 AAPL 100 @ 9.35464286804199"
## [1] "2010-08-17 00:00:00 AAPL -100 @ 8.99892902374268"
## [1] "2010-09-14 00:00:00 AAPL 100 @ 9.57357120513916"
## [1] "2007-03-19 00:00:00 AAPL 100 @ 3.25464296340942"
## [1] "2007-08-20 00:00:00 AAPL -100 @ 4.36499977111816"
## [1] "2007-09-06 00:00:00 AAPL 100 @ 4.82178592681885"
## [1] "2008-01-17 00:00:00 AAPL -100 @ 5.74607086181641"
## [1] "2008-04-01 00:00:00 AAPL 100 @ 5.34035682678223"
## [1] "2008-06-27 00:00:00 AAPL -100 @ 6.0746431350708"
## [1] "2008-08-21 00:00:00 AAPL 100 @ 6.22464323043823"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-09 00:00:00 AAPL 100 @ 3.66107106208801"
## [1] "2009-03-05 00:00:00 AAPL -100 @ 3.17285704612732"
## [1] "2009-03-19 00:00:00 AAPL 100 @ 3.62928605079651"
## [1] "2009-12-17 00:00:00 AAPL -100 @ 6.85214281082153"
## [1] "2009-12-29 00:00:00 AAPL 100 @ 7.46785688400269"
## [1] "2010-02-04 00:00:00 AAPL -100 @ 6.85892915725708"
## [1] "2010-03-05 00:00:00 AAPL 100 @ 7.81964302062988"
## [1] "2010-07-19 00:00:00 AAPL -100 @ 8.77071380615234"
## [1] "2010-08-03 00:00:00 AAPL 100 @ 9.35464286804199"
## [1] "2010-08-18 00:00:00 AAPL -100 @ 9.0382137298584"
## [1] "2010-09-15 00:00:00 AAPL 100 @ 9.65071392059326"
## [1] "2007-03-22 00:00:00 AAPL 100 @ 3.3557140827179"
## [1] "2007-08-24 00:00:00 AAPL -100 @ 4.83214282989502"
## [1] "2007-09-05 00:00:00 AAPL 100 @ 4.88428592681885"
## [1] "2008-01-22 00:00:00 AAPL -100 @ 5.55857086181641"
## [1] "2008-04-04 00:00:00 AAPL 100 @ 5.46714305877686"
## [1] "2008-07-07 00:00:00 AAPL -100 @ 6.25571393966675"
## [1] "2008-08-26 00:00:00 AAPL 100 @ 6.20142889022827"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-11 00:00:00 AAPL 100 @ 3.45785689353943"
## [1] "2009-03-09 00:00:00 AAPL -100 @ 2.96821403503418"
## [1] "2009-03-20 00:00:00 AAPL 100 @ 3.62821388244629"
## [1] "2010-02-09 00:00:00 AAPL -100 @ 7.00678586959839"
## [1] "2010-03-08 00:00:00 AAPL 100 @ 7.82428598403931"
## [1] "2010-07-21 00:00:00 AAPL -100 @ 9.07999992370605"
## [1] "2010-08-03 00:00:00 AAPL 100 @ 9.35464286804199"
## [1] "2010-08-19 00:00:00 AAPL -100 @ 8.92428588867188"
## [1] "2010-09-17 00:00:00 AAPL 100 @ 9.83464336395264"
## [1] "2007-03-21 00:00:00 AAPL 100 @ 3.35249996185303"
## [1] "2007-08-22 00:00:00 AAPL -100 @ 4.73250007629395"
## [1] "2007-09-05 00:00:00 AAPL 100 @ 4.88428592681885"
## [1] "2008-01-18 00:00:00 AAPL -100 @ 5.76285696029663"
## [1] "2008-04-03 00:00:00 AAPL 100 @ 5.41464281082153"
## [1] "2008-07-03 00:00:00 AAPL -100 @ 6.07571411132812"
## [1] "2008-08-25 00:00:00 AAPL 100 @ 6.16249990463257"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-10 00:00:00 AAPL 100 @ 3.49392890930176"
## [1] "2009-03-09 00:00:00 AAPL -100 @ 2.96821403503418"
## [1] "2009-03-20 00:00:00 AAPL 100 @ 3.62821388244629"
## [1] "2010-02-08 00:00:00 AAPL -100 @ 6.93285703659058"
## [1] "2010-03-08 00:00:00 AAPL 100 @ 7.82428598403931"
## [1] "2010-07-21 00:00:00 AAPL -100 @ 9.07999992370605"
## [1] "2010-08-03 00:00:00 AAPL 100 @ 9.35464286804199"
## [1] "2010-08-18 00:00:00 AAPL -100 @ 9.0382137298584"
## [1] "2010-09-16 00:00:00 AAPL 100 @ 9.8774995803833"
## [1] "2007-03-21 00:00:00 AAPL 100 @ 3.35249996185303"
## [1] "2007-08-22 00:00:00 AAPL -100 @ 4.73250007629395"
## [1] "2007-09-06 00:00:00 AAPL 100 @ 4.82178592681885"
## [1] "2008-01-18 00:00:00 AAPL -100 @ 5.76285696029663"
## [1] "2008-04-03 00:00:00 AAPL 100 @ 5.41464281082153"
## [1] "2008-07-02 00:00:00 AAPL -100 @ 6.00642919540405"
## [1] "2008-08-25 00:00:00 AAPL 100 @ 6.16249990463257"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-10 00:00:00 AAPL 100 @ 3.49392890930176"
## [1] "2009-03-09 00:00:00 AAPL -100 @ 2.96821403503418"
## [1] "2009-03-19 00:00:00 AAPL 100 @ 3.62928605079651"
## [1] "2010-02-08 00:00:00 AAPL -100 @ 6.93285703659058"
## [1] "2010-03-08 00:00:00 AAPL 100 @ 7.82428598403931"
## [1] "2010-07-20 00:00:00 AAPL -100 @ 8.99607086181641"
## [1] "2010-08-04 00:00:00 AAPL 100 @ 9.39214324951172"
## [1] "2010-08-18 00:00:00 AAPL -100 @ 9.0382137298584"
## [1] "2010-09-16 00:00:00 AAPL 100 @ 9.8774995803833"
## [1] "2007-03-26 00:00:00 AAPL 100 @ 3.42321395874023"
## [1] "2008-01-23 00:00:00 AAPL -100 @ 4.96678590774536"
## [1] "2008-04-08 00:00:00 AAPL 100 @ 5.45857095718384"
## [1] "2008-07-09 00:00:00 AAPL -100 @ 6.2232141494751"
## [1] "2008-08-27 00:00:00 AAPL 100 @ 6.23821401596069"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-12 00:00:00 AAPL 100 @ 3.54535698890686"
## [1] "2009-03-09 00:00:00 AAPL -100 @ 2.96821403503418"
## [1] "2009-03-20 00:00:00 AAPL 100 @ 3.62821388244629"
## [1] "2010-02-10 00:00:00 AAPL -100 @ 6.96857118606567"
## [1] "2010-03-08 00:00:00 AAPL 100 @ 7.82428598403931"
## [1] "2010-07-23 00:00:00 AAPL -100 @ 9.28357124328613"
## [1] "2010-07-29 00:00:00 AAPL 100 @ 9.21821403503418"
## [1] "2010-08-19 00:00:00 AAPL -100 @ 8.92428588867188"
## [1] "2010-09-17 00:00:00 AAPL 100 @ 9.83464336395264"
## [1] "=== testing param.combo 21 on 2011-01-03/2011-12-30"
## nFAST nSLOW
## 21 6 8
## [1] "2011-03-22 00:00:00 AAPL -100 @ 12.1857137680054"
## [1] "2011-05-02 00:00:00 AAPL 100 @ 12.3671426773071"
## [1] "2011-05-20 00:00:00 AAPL -100 @ 11.9721431732178"
## [1] "2011-07-08 00:00:00 AAPL 100 @ 12.8467855453491"
## [1] "2011-11-16 00:00:00 AAPL -100 @ 13.7417860031128"
## [1] "2011-12-27 00:00:00 AAPL 100 @ 14.518928527832"
## [1] "=== training MA on 2007-01-03/2011-12-30"
## [1] "2007-03-20 00:00:00 AAPL 100 @ 3.26714301109314"
## [1] "2007-08-21 00:00:00 AAPL -100 @ 4.55607080459595"
## [1] "2007-09-06 00:00:00 AAPL 100 @ 4.82178592681885"
## [1] "2008-01-17 00:00:00 AAPL -100 @ 5.74607086181641"
## [1] "2008-04-02 00:00:00 AAPL 100 @ 5.26749992370605"
## [1] "2008-06-30 00:00:00 AAPL -100 @ 5.98000001907349"
## [1] "2008-08-22 00:00:00 AAPL 100 @ 6.31392908096313"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-09 00:00:00 AAPL 100 @ 3.66107106208801"
## [1] "2009-03-06 00:00:00 AAPL -100 @ 3.0464289188385"
## [1] "2009-03-19 00:00:00 AAPL 100 @ 3.62928605079651"
## [1] "2009-12-18 00:00:00 AAPL -100 @ 6.97964286804199"
## [1] "2009-12-28 00:00:00 AAPL 100 @ 7.55749988555908"
## [1] "2010-02-05 00:00:00 AAPL -100 @ 6.98071384429932"
## [1] "2010-03-05 00:00:00 AAPL 100 @ 7.81964302062988"
## [1] "2010-07-19 00:00:00 AAPL -100 @ 8.77071380615234"
## [1] "2010-08-04 00:00:00 AAPL 100 @ 9.39214324951172"
## [1] "2010-08-18 00:00:00 AAPL -100 @ 9.0382137298584"
## [1] "2010-09-16 00:00:00 AAPL 100 @ 9.8774995803833"
## [1] "2011-03-24 00:00:00 AAPL -100 @ 12.3203573226929"
## [1] "2011-05-05 00:00:00 AAPL 100 @ 12.3839292526245"
## [1] "2011-05-23 00:00:00 AAPL -100 @ 11.9428567886353"
## [1] "2011-07-11 00:00:00 AAPL 100 @ 12.6428565979004"
## [1] "2011-11-18 00:00:00 AAPL -100 @ 13.3907136917114"
## [1] "2011-12-28 00:00:00 AAPL 100 @ 14.3800001144409"
## [1] "2007-03-23 00:00:00 AAPL 100 @ 3.33999991416931"
## [1] "2007-08-27 00:00:00 AAPL -100 @ 4.7232141494751"
## [1] "2007-09-05 00:00:00 AAPL 100 @ 4.88428592681885"
## [1] "2008-01-22 00:00:00 AAPL -100 @ 5.55857086181641"
## [1] "2008-04-07 00:00:00 AAPL 100 @ 5.56750011444092"
## [1] "2008-07-07 00:00:00 AAPL -100 @ 6.25571393966675"
## [1] "2008-08-26 00:00:00 AAPL 100 @ 6.20142889022827"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-11 00:00:00 AAPL 100 @ 3.45785689353943"
## [1] "2009-03-09 00:00:00 AAPL -100 @ 2.96821403503418"
## [1] "2009-03-20 00:00:00 AAPL 100 @ 3.62821388244629"
## [1] "2010-02-09 00:00:00 AAPL -100 @ 7.00678586959839"
## [1] "2010-03-08 00:00:00 AAPL 100 @ 7.82428598403931"
## [1] "2010-07-22 00:00:00 AAPL -100 @ 9.25071430206299"
## [1] "2010-08-03 00:00:00 AAPL 100 @ 9.35464286804199"
## [1] "2010-08-19 00:00:00 AAPL -100 @ 8.92428588867188"
## [1] "2010-09-17 00:00:00 AAPL 100 @ 9.83464336395264"
## [1] "2011-04-05 00:00:00 AAPL -100 @ 12.103214263916"
## [1] "2011-05-06 00:00:00 AAPL 100 @ 12.3807144165039"
## [1] "2011-05-24 00:00:00 AAPL -100 @ 11.8639287948608"
## [1] "2011-07-13 00:00:00 AAPL 100 @ 12.7864294052124"
## [1] "2011-11-22 00:00:00 AAPL -100 @ 13.4467859268188"
## [1] "2011-12-29 00:00:00 AAPL 100 @ 14.4685707092285"
## [1] "2007-03-27 00:00:00 AAPL 100 @ 3.40928602218628"
## [1] "2008-01-23 00:00:00 AAPL -100 @ 4.96678590774536"
## [1] "2008-04-08 00:00:00 AAPL 100 @ 5.45857095718384"
## [1] "2008-07-11 00:00:00 AAPL -100 @ 6.16357088088989"
## [1] "2008-08-28 00:00:00 AAPL 100 @ 6.20499992370605"
## [1] "2008-09-09 00:00:00 AAPL -100 @ 5.41714286804199"
## [1] "2009-02-13 00:00:00 AAPL 100 @ 3.54142904281616"
## [1] "2009-03-09 00:00:00 AAPL -100 @ 2.96821403503418"
## [1] "2009-03-20 00:00:00 AAPL 100 @ 3.62821388244629"
## [1] "2010-02-10 00:00:00 AAPL -100 @ 6.96857118606567"
## [1] "2010-03-08 00:00:00 AAPL 100 @ 7.82428598403931"
## [1] "2010-08-20 00:00:00 AAPL -100 @ 8.91571426391602"
## [1] "2010-09-17 00:00:00 AAPL 100 @ 9.83464336395264"
## [1] "2011-04-08 00:00:00 AAPL -100 @ 11.9664287567139"
## [1] "2011-05-09 00:00:00 AAPL 100 @ 12.41428565979"
## [1] "2011-05-24 00:00:00 AAPL -100 @ 11.8639287948608"
## [1] "2011-07-14 00:00:00 AAPL 100 @ 12.7775001525879"
## [1] "2011-11-23 00:00:00 AAPL -100 @ 13.106785774231"
## [1] "2011-12-30 00:00:00 AAPL 100 @ 14.4642858505249"
## [1] "2007-03-15 00:00:00 AAPL 100 @ 3.19892907142639"
## [1] "2007-08-17 00:00:00 AAPL -100 @ 4.35928583145142"
## [1] "2007-09-05 00:00:00 AAPL 100 @ 4.88428592681885"
## [1] "2008-01-16 00:00:00 AAPL -100 @ 5.70142889022827"
## [1] "2008-03-28 00:00:00 AAPL 100 @ 5.10750007629395"
## [1] "2008-06-26 00:00:00 AAPL -100 @ 6.00928592681885"
## [1] "2008-08-19 00:00:00 AAPL 100 @ 6.19750022888184"
## [1] "2008-09-09 00:00:00 AAPL -100 @ 5.41714286804199"
## [1] "2009-02-06 00:00:00 AAPL 100 @ 3.56142902374268"
## [1] "2009-03-04 00:00:00 AAPL -100 @ 3.25607109069824"
## [1] "2009-03-19 00:00:00 AAPL 100 @ 3.62928605079651"
## [1] "2009-12-14 00:00:00 AAPL -100 @ 7.03499984741211"
## [1] "2009-12-29 00:00:00 AAPL 100 @ 7.46785688400269"
## [1] "2010-02-03 00:00:00 AAPL -100 @ 7.11535692214966"
## [1] "2010-03-04 00:00:00 AAPL 100 @ 7.52535676956177"
## [1] "2010-07-15 00:00:00 AAPL -100 @ 8.98035717010498"
## [1] "2010-08-03 00:00:00 AAPL 100 @ 9.35464286804199"
## [1] "2010-08-17 00:00:00 AAPL -100 @ 8.99892902374268"
## [1] "2010-09-14 00:00:00 AAPL 100 @ 9.57357120513916"
## [1] "2011-03-22 00:00:00 AAPL -100 @ 12.1857137680054"
## [1] "2011-05-02 00:00:00 AAPL 100 @ 12.3671426773071"
## [1] "2011-05-20 00:00:00 AAPL -100 @ 11.9721431732178"
## [1] "2011-07-08 00:00:00 AAPL 100 @ 12.8467855453491"
## [1] "2011-11-16 00:00:00 AAPL -100 @ 13.7417860031128"
## [1] "2011-12-27 00:00:00 AAPL 100 @ 14.518928527832"
## [1] "2007-03-21 00:00:00 AAPL 100 @ 3.35249996185303"
## [1] "2007-08-22 00:00:00 AAPL -100 @ 4.73250007629395"
## [1] "2007-09-06 00:00:00 AAPL 100 @ 4.82178592681885"
## [1] "2008-01-18 00:00:00 AAPL -100 @ 5.76285696029663"
## [1] "2008-04-03 00:00:00 AAPL 100 @ 5.41464281082153"
## [1] "2008-07-02 00:00:00 AAPL -100 @ 6.00642919540405"
## [1] "2008-08-25 00:00:00 AAPL 100 @ 6.16249990463257"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-10 00:00:00 AAPL 100 @ 3.49392890930176"
## [1] "2009-03-09 00:00:00 AAPL -100 @ 2.96821403503418"
## [1] "2009-03-19 00:00:00 AAPL 100 @ 3.62928605079651"
## [1] "2010-02-08 00:00:00 AAPL -100 @ 6.93285703659058"
## [1] "2010-03-08 00:00:00 AAPL 100 @ 7.82428598403931"
## [1] "2010-07-20 00:00:00 AAPL -100 @ 8.99607086181641"
## [1] "2010-08-04 00:00:00 AAPL 100 @ 9.39214324951172"
## [1] "2010-08-18 00:00:00 AAPL -100 @ 9.0382137298584"
## [1] "2010-09-16 00:00:00 AAPL 100 @ 9.8774995803833"
## [1] "2011-03-25 00:00:00 AAPL -100 @ 12.5550003051758"
## [1] "2011-05-05 00:00:00 AAPL 100 @ 12.3839292526245"
## [1] "2011-05-24 00:00:00 AAPL -100 @ 11.8639287948608"
## [1] "2011-07-12 00:00:00 AAPL 100 @ 12.6339292526245"
## [1] "2011-11-21 00:00:00 AAPL -100 @ 13.1789293289185"
## [1] "2011-12-28 00:00:00 AAPL 100 @ 14.3800001144409"
## [1] "2007-03-27 00:00:00 AAPL 100 @ 3.40928602218628"
## [1] "2008-01-23 00:00:00 AAPL -100 @ 4.96678590774536"
## [1] "2008-04-08 00:00:00 AAPL 100 @ 5.45857095718384"
## [1] "2008-07-11 00:00:00 AAPL -100 @ 6.16357088088989"
## [1] "2008-08-28 00:00:00 AAPL 100 @ 6.20499992370605"
## [1] "2008-09-09 00:00:00 AAPL -100 @ 5.41714286804199"
## [1] "2009-02-13 00:00:00 AAPL 100 @ 3.54142904281616"
## [1] "2009-03-09 00:00:00 AAPL -100 @ 2.96821403503418"
## [1] "2009-03-20 00:00:00 AAPL 100 @ 3.62821388244629"
## [1] "2010-02-10 00:00:00 AAPL -100 @ 6.96857118606567"
## [1] "2010-03-08 00:00:00 AAPL 100 @ 7.82428598403931"
## [1] "2010-08-20 00:00:00 AAPL -100 @ 8.91571426391602"
## [1] "2010-09-17 00:00:00 AAPL 100 @ 9.83464336395264"
## [1] "2011-04-08 00:00:00 AAPL -100 @ 11.9664287567139"
## [1] "2011-05-09 00:00:00 AAPL 100 @ 12.41428565979"
## [1] "2011-05-24 00:00:00 AAPL -100 @ 11.8639287948608"
## [1] "2011-07-14 00:00:00 AAPL 100 @ 12.7775001525879"
## [1] "2011-11-23 00:00:00 AAPL -100 @ 13.106785774231"
## [1] "2011-12-30 00:00:00 AAPL 100 @ 14.4642858505249"
## [1] "2007-03-14 00:00:00 AAPL 100 @ 3.21428608894348"
## [1] "2007-08-16 00:00:00 AAPL -100 @ 4.18035697937012"
## [1] "2007-09-05 00:00:00 AAPL 100 @ 4.88428592681885"
## [1] "2007-11-26 00:00:00 AAPL -100 @ 6.16214323043823"
## [1] "2007-11-30 00:00:00 AAPL 100 @ 6.50785684585571"
## [1] "2008-01-15 00:00:00 AAPL -100 @ 6.03714323043823"
## [1] "2008-03-27 00:00:00 AAPL 100 @ 5.00892877578735"
## [1] "2008-06-25 00:00:00 AAPL -100 @ 6.33535718917847"
## [1] "2008-08-18 00:00:00 AAPL 100 @ 6.26392889022827"
## [1] "2008-09-09 00:00:00 AAPL -100 @ 5.41714286804199"
## [1] "2009-02-05 00:00:00 AAPL 100 @ 3.4449999332428"
## [1] "2009-03-03 00:00:00 AAPL -100 @ 3.15607094764709"
## [1] "2009-03-19 00:00:00 AAPL 100 @ 3.62928605079651"
## [1] "2009-12-11 00:00:00 AAPL -100 @ 6.9524998664856"
## [1] "2009-12-28 00:00:00 AAPL 100 @ 7.55749988555908"
## [1] "2010-02-02 00:00:00 AAPL -100 @ 6.99499988555908"
## [1] "2010-03-03 00:00:00 AAPL 100 @ 7.47607088088989"
## [1] "2010-05-28 00:00:00 AAPL -100 @ 9.17428588867188"
## [1] "2010-06-02 00:00:00 AAPL 100 @ 9.42678642272949"
## [1] "2010-07-14 00:00:00 AAPL -100 @ 9.0260705947876"
## [1] "2010-08-02 00:00:00 AAPL 100 @ 9.35178565979004"
## [1] "2010-08-17 00:00:00 AAPL -100 @ 8.99892902374268"
## [1] "2010-09-14 00:00:00 AAPL 100 @ 9.57357120513916"
## [1] "2011-03-21 00:00:00 AAPL -100 @ 12.1178569793701"
## [1] "2011-05-02 00:00:00 AAPL 100 @ 12.3671426773071"
## [1] "2011-05-20 00:00:00 AAPL -100 @ 11.9721431732178"
## [1] "2011-07-08 00:00:00 AAPL 100 @ 12.8467855453491"
## [1] "2011-10-11 00:00:00 AAPL -100 @ 14.2960710525513"
## [1] "2011-10-14 00:00:00 AAPL 100 @ 15.0714292526245"
## [1] "2011-11-15 00:00:00 AAPL -100 @ 13.8867864608765"
## [1] "2011-12-23 00:00:00 AAPL 100 @ 14.4046430587769"
## [1] "2007-03-26 00:00:00 AAPL 100 @ 3.42321395874023"
## [1] "2008-01-23 00:00:00 AAPL -100 @ 4.96678590774536"
## [1] "2008-04-08 00:00:00 AAPL 100 @ 5.45857095718384"
## [1] "2008-07-10 00:00:00 AAPL -100 @ 6.30821418762207"
## [1] "2008-08-28 00:00:00 AAPL 100 @ 6.20499992370605"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-12 00:00:00 AAPL 100 @ 3.54535698890686"
## [1] "2009-03-09 00:00:00 AAPL -100 @ 2.96821403503418"
## [1] "2009-03-20 00:00:00 AAPL 100 @ 3.62821388244629"
## [1] "2010-02-10 00:00:00 AAPL -100 @ 6.96857118606567"
## [1] "2010-03-08 00:00:00 AAPL 100 @ 7.82428598403931"
## [1] "2010-07-27 00:00:00 AAPL -100 @ 9.43142890930176"
## [1] "2010-07-28 00:00:00 AAPL 100 @ 9.31999969482422"
## [1] "2010-08-19 00:00:00 AAPL -100 @ 8.92428588867188"
## [1] "2010-09-17 00:00:00 AAPL 100 @ 9.83464336395264"
## [1] "2011-04-08 00:00:00 AAPL -100 @ 11.9664287567139"
## [1] "2011-05-09 00:00:00 AAPL 100 @ 12.41428565979"
## [1] "2011-05-24 00:00:00 AAPL -100 @ 11.8639287948608"
## [1] "2011-07-13 00:00:00 AAPL 100 @ 12.7864294052124"
## [1] "2011-11-22 00:00:00 AAPL -100 @ 13.4467859268188"
## [1] "2011-12-30 00:00:00 AAPL 100 @ 14.4642858505249"
## [1] "2007-03-23 00:00:00 AAPL 100 @ 3.33999991416931"
## [1] "2007-08-28 00:00:00 AAPL -100 @ 4.52928590774536"
## [1] "2007-09-04 00:00:00 AAPL 100 @ 5.1485710144043"
## [1] "2008-01-22 00:00:00 AAPL -100 @ 5.55857086181641"
## [1] "2008-04-07 00:00:00 AAPL 100 @ 5.56750011444092"
## [1] "2008-07-08 00:00:00 AAPL -100 @ 6.41249990463257"
## [1] "2008-08-27 00:00:00 AAPL 100 @ 6.23821401596069"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-11 00:00:00 AAPL 100 @ 3.45785689353943"
## [1] "2009-03-09 00:00:00 AAPL -100 @ 2.96821403503418"
## [1] "2009-03-20 00:00:00 AAPL 100 @ 3.62821388244629"
## [1] "2010-02-09 00:00:00 AAPL -100 @ 7.00678586959839"
## [1] "2010-03-08 00:00:00 AAPL 100 @ 7.82428598403931"
## [1] "2010-07-22 00:00:00 AAPL -100 @ 9.25071430206299"
## [1] "2010-08-02 00:00:00 AAPL 100 @ 9.35178565979004"
## [1] "2010-08-19 00:00:00 AAPL -100 @ 8.92428588867188"
## [1] "2010-09-17 00:00:00 AAPL 100 @ 9.83464336395264"
## [1] "2011-04-06 00:00:00 AAPL -100 @ 12.0728569030762"
## [1] "2011-05-09 00:00:00 AAPL 100 @ 12.41428565979"
## [1] "2011-05-24 00:00:00 AAPL -100 @ 11.8639287948608"
## [1] "2011-07-13 00:00:00 AAPL 100 @ 12.7864294052124"
## [1] "2011-11-22 00:00:00 AAPL -100 @ 13.4467859268188"
## [1] "2011-12-29 00:00:00 AAPL 100 @ 14.4685707092285"
## [1] "2007-03-26 00:00:00 AAPL 100 @ 3.42321395874023"
## [1] "2008-01-23 00:00:00 AAPL -100 @ 4.96678590774536"
## [1] "2008-04-08 00:00:00 AAPL 100 @ 5.45857095718384"
## [1] "2008-07-09 00:00:00 AAPL -100 @ 6.2232141494751"
## [1] "2008-08-27 00:00:00 AAPL 100 @ 6.23821401596069"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-12 00:00:00 AAPL 100 @ 3.54535698890686"
## [1] "2009-03-09 00:00:00 AAPL -100 @ 2.96821403503418"
## [1] "2009-03-20 00:00:00 AAPL 100 @ 3.62821388244629"
## [1] "2010-02-10 00:00:00 AAPL -100 @ 6.96857118606567"
## [1] "2010-03-08 00:00:00 AAPL 100 @ 7.82428598403931"
## [1] "2010-07-23 00:00:00 AAPL -100 @ 9.28357124328613"
## [1] "2010-07-29 00:00:00 AAPL 100 @ 9.21821403503418"
## [1] "2010-08-19 00:00:00 AAPL -100 @ 8.92428588867188"
## [1] "2010-09-17 00:00:00 AAPL 100 @ 9.83464336395264"
## [1] "2011-04-07 00:00:00 AAPL -100 @ 12.0742864608765"
## [1] "2011-05-09 00:00:00 AAPL 100 @ 12.41428565979"
## [1] "2011-05-24 00:00:00 AAPL -100 @ 11.8639287948608"
## [1] "2011-07-13 00:00:00 AAPL 100 @ 12.7864294052124"
## [1] "2011-11-22 00:00:00 AAPL -100 @ 13.4467859268188"
## [1] "2011-12-30 00:00:00 AAPL 100 @ 14.4642858505249"
## [1] "2007-03-27 00:00:00 AAPL 100 @ 3.40928602218628"
## [1] "2008-01-23 00:00:00 AAPL -100 @ 4.96678590774536"
## [1] "2008-04-08 00:00:00 AAPL 100 @ 5.45857095718384"
## [1] "2008-07-11 00:00:00 AAPL -100 @ 6.16357088088989"
## [1] "2008-08-28 00:00:00 AAPL 100 @ 6.20499992370605"
## [1] "2008-09-09 00:00:00 AAPL -100 @ 5.41714286804199"
## [1] "2009-02-13 00:00:00 AAPL 100 @ 3.54142904281616"
## [1] "2009-03-09 00:00:00 AAPL -100 @ 2.96821403503418"
## [1] "2009-03-20 00:00:00 AAPL 100 @ 3.62821388244629"
## [1] "2010-02-10 00:00:00 AAPL -100 @ 6.96857118606567"
## [1] "2010-03-08 00:00:00 AAPL 100 @ 7.82428598403931"
## [1] "2010-08-20 00:00:00 AAPL -100 @ 8.91571426391602"
## [1] "2010-09-17 00:00:00 AAPL 100 @ 9.83464336395264"
## [1] "2011-04-08 00:00:00 AAPL -100 @ 11.9664287567139"
## [1] "2011-05-09 00:00:00 AAPL 100 @ 12.41428565979"
## [1] "2011-05-24 00:00:00 AAPL -100 @ 11.8639287948608"
## [1] "2011-07-14 00:00:00 AAPL 100 @ 12.7775001525879"
## [1] "2011-11-23 00:00:00 AAPL -100 @ 13.106785774231"
## [1] "2011-12-30 00:00:00 AAPL 100 @ 14.4642858505249"
## [1] "2007-03-23 00:00:00 AAPL 100 @ 3.33999991416931"
## [1] "2007-08-28 00:00:00 AAPL -100 @ 4.52928590774536"
## [1] "2007-09-04 00:00:00 AAPL 100 @ 5.1485710144043"
## [1] "2008-01-22 00:00:00 AAPL -100 @ 5.55857086181641"
## [1] "2008-04-07 00:00:00 AAPL 100 @ 5.56750011444092"
## [1] "2008-07-08 00:00:00 AAPL -100 @ 6.41249990463257"
## [1] "2008-08-27 00:00:00 AAPL 100 @ 6.23821401596069"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-11 00:00:00 AAPL 100 @ 3.45785689353943"
## [1] "2009-03-09 00:00:00 AAPL -100 @ 2.96821403503418"
## [1] "2009-03-20 00:00:00 AAPL 100 @ 3.62821388244629"
## [1] "2010-02-09 00:00:00 AAPL -100 @ 7.00678586959839"
## [1] "2010-03-08 00:00:00 AAPL 100 @ 7.82428598403931"
## [1] "2010-07-22 00:00:00 AAPL -100 @ 9.25071430206299"
## [1] "2010-08-02 00:00:00 AAPL 100 @ 9.35178565979004"
## [1] "2010-08-19 00:00:00 AAPL -100 @ 8.92428588867188"
## [1] "2010-09-17 00:00:00 AAPL 100 @ 9.83464336395264"
## [1] "2011-04-06 00:00:00 AAPL -100 @ 12.0728569030762"
## [1] "2011-05-09 00:00:00 AAPL 100 @ 12.41428565979"
## [1] "2011-05-24 00:00:00 AAPL -100 @ 11.8639287948608"
## [1] "2011-07-13 00:00:00 AAPL 100 @ 12.7864294052124"
## [1] "2011-11-22 00:00:00 AAPL -100 @ 13.4467859268188"
## [1] "2011-12-29 00:00:00 AAPL 100 @ 14.4685707092285"
## [1] "2007-03-19 00:00:00 AAPL 100 @ 3.25464296340942"
## [1] "2007-08-20 00:00:00 AAPL -100 @ 4.36499977111816"
## [1] "2007-09-06 00:00:00 AAPL 100 @ 4.82178592681885"
## [1] "2008-01-17 00:00:00 AAPL -100 @ 5.74607086181641"
## [1] "2008-04-01 00:00:00 AAPL 100 @ 5.34035682678223"
## [1] "2008-06-27 00:00:00 AAPL -100 @ 6.0746431350708"
## [1] "2008-08-21 00:00:00 AAPL 100 @ 6.22464323043823"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-09 00:00:00 AAPL 100 @ 3.66107106208801"
## [1] "2009-03-05 00:00:00 AAPL -100 @ 3.17285704612732"
## [1] "2009-03-19 00:00:00 AAPL 100 @ 3.62928605079651"
## [1] "2009-12-17 00:00:00 AAPL -100 @ 6.85214281082153"
## [1] "2009-12-29 00:00:00 AAPL 100 @ 7.46785688400269"
## [1] "2010-02-04 00:00:00 AAPL -100 @ 6.85892915725708"
## [1] "2010-03-05 00:00:00 AAPL 100 @ 7.81964302062988"
## [1] "2010-07-19 00:00:00 AAPL -100 @ 8.77071380615234"
## [1] "2010-08-03 00:00:00 AAPL 100 @ 9.35464286804199"
## [1] "2010-08-18 00:00:00 AAPL -100 @ 9.0382137298584"
## [1] "2010-09-15 00:00:00 AAPL 100 @ 9.65071392059326"
## [1] "2011-03-23 00:00:00 AAPL -100 @ 12.1139287948608"
## [1] "2011-05-04 00:00:00 AAPL 100 @ 12.4846429824829"
## [1] "2011-05-23 00:00:00 AAPL -100 @ 11.9428567886353"
## [1] "2011-07-11 00:00:00 AAPL 100 @ 12.6428565979004"
## [1] "2011-11-17 00:00:00 AAPL -100 @ 13.478928565979"
## [1] "2011-12-27 00:00:00 AAPL 100 @ 14.518928527832"
## [1] "2007-03-22 00:00:00 AAPL 100 @ 3.3557140827179"
## [1] "2007-08-23 00:00:00 AAPL -100 @ 4.68107080459595"
## [1] "2007-09-05 00:00:00 AAPL 100 @ 4.88428592681885"
## [1] "2008-01-22 00:00:00 AAPL -100 @ 5.55857086181641"
## [1] "2008-04-04 00:00:00 AAPL 100 @ 5.46714305877686"
## [1] "2008-07-03 00:00:00 AAPL -100 @ 6.07571411132812"
## [1] "2008-08-26 00:00:00 AAPL 100 @ 6.20142889022827"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-11 00:00:00 AAPL 100 @ 3.45785689353943"
## [1] "2009-03-09 00:00:00 AAPL -100 @ 2.96821403503418"
## [1] "2009-03-20 00:00:00 AAPL 100 @ 3.62821388244629"
## [1] "2010-02-08 00:00:00 AAPL -100 @ 6.93285703659058"
## [1] "2010-03-08 00:00:00 AAPL 100 @ 7.82428598403931"
## [1] "2010-07-21 00:00:00 AAPL -100 @ 9.07999992370605"
## [1] "2010-08-03 00:00:00 AAPL 100 @ 9.35464286804199"
## [1] "2010-08-19 00:00:00 AAPL -100 @ 8.92428588867188"
## [1] "2010-09-16 00:00:00 AAPL 100 @ 9.8774995803833"
## [1] "2011-03-28 00:00:00 AAPL -100 @ 12.5157136917114"
## [1] "2011-05-06 00:00:00 AAPL 100 @ 12.3807144165039"
## [1] "2011-05-24 00:00:00 AAPL -100 @ 11.8639287948608"
## [1] "2011-07-12 00:00:00 AAPL 100 @ 12.6339292526245"
## [1] "2011-11-21 00:00:00 AAPL -100 @ 13.1789293289185"
## [1] "2011-12-29 00:00:00 AAPL 100 @ 14.4685707092285"
## [1] "2007-03-22 00:00:00 AAPL 100 @ 3.3557140827179"
## [1] "2007-08-24 00:00:00 AAPL -100 @ 4.83214282989502"
## [1] "2007-09-05 00:00:00 AAPL 100 @ 4.88428592681885"
## [1] "2008-01-22 00:00:00 AAPL -100 @ 5.55857086181641"
## [1] "2008-04-04 00:00:00 AAPL 100 @ 5.46714305877686"
## [1] "2008-07-07 00:00:00 AAPL -100 @ 6.25571393966675"
## [1] "2008-08-26 00:00:00 AAPL 100 @ 6.20142889022827"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-11 00:00:00 AAPL 100 @ 3.45785689353943"
## [1] "2009-03-09 00:00:00 AAPL -100 @ 2.96821403503418"
## [1] "2009-03-20 00:00:00 AAPL 100 @ 3.62821388244629"
## [1] "2010-02-09 00:00:00 AAPL -100 @ 7.00678586959839"
## [1] "2010-03-08 00:00:00 AAPL 100 @ 7.82428598403931"
## [1] "2010-07-21 00:00:00 AAPL -100 @ 9.07999992370605"
## [1] "2010-08-03 00:00:00 AAPL 100 @ 9.35464286804199"
## [1] "2010-08-19 00:00:00 AAPL -100 @ 8.92428588867188"
## [1] "2010-09-17 00:00:00 AAPL 100 @ 9.83464336395264"
## [1] "2011-03-29 00:00:00 AAPL -100 @ 12.5342855453491"
## [1] "2011-05-06 00:00:00 AAPL 100 @ 12.3807144165039"
## [1] "2011-05-24 00:00:00 AAPL -100 @ 11.8639287948608"
## [1] "2011-07-13 00:00:00 AAPL 100 @ 12.7864294052124"
## [1] "2011-11-21 00:00:00 AAPL -100 @ 13.1789293289185"
## [1] "2011-12-29 00:00:00 AAPL 100 @ 14.4685707092285"
## [1] "=== testing param.combo 17 on 2012-01-03/2012-12-31"
## nFAST nSLOW
## 17 2 8
## [1] "2012-05-08 00:00:00 AAPL -100 @ 20.292142868042"
## [1] "2012-06-20 00:00:00 AAPL 100 @ 20.9192867279053"
## [1] "2012-10-11 00:00:00 AAPL -100 @ 22.4321422576904"
## [1] "=== training MA on 2007-01-03/2012-12-31"
## [1] "2007-03-16 00:00:00 AAPL 100 @ 3.19964289665222"
## [1] "2007-08-20 00:00:00 AAPL -100 @ 4.36499977111816"
## [1] "2007-09-05 00:00:00 AAPL 100 @ 4.88428592681885"
## [1] "2008-01-17 00:00:00 AAPL -100 @ 5.74607086181641"
## [1] "2008-03-31 00:00:00 AAPL 100 @ 5.125"
## [1] "2008-06-27 00:00:00 AAPL -100 @ 6.0746431350708"
## [1] "2008-08-20 00:00:00 AAPL 100 @ 6.28000020980835"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-09 00:00:00 AAPL 100 @ 3.66107106208801"
## [1] "2009-03-05 00:00:00 AAPL -100 @ 3.17285704612732"
## [1] "2009-03-19 00:00:00 AAPL 100 @ 3.62928605079651"
## [1] "2009-12-16 00:00:00 AAPL -100 @ 6.96535682678223"
## [1] "2009-12-29 00:00:00 AAPL 100 @ 7.46785688400269"
## [1] "2010-02-04 00:00:00 AAPL -100 @ 6.85892915725708"
## [1] "2010-03-04 00:00:00 AAPL 100 @ 7.52535676956177"
## [1] "2010-07-16 00:00:00 AAPL -100 @ 8.92500019073486"
## [1] "2010-08-03 00:00:00 AAPL 100 @ 9.35464286804199"
## [1] "2010-08-18 00:00:00 AAPL -100 @ 9.0382137298584"
## [1] "2010-09-15 00:00:00 AAPL 100 @ 9.65071392059326"
## [1] "2011-03-22 00:00:00 AAPL -100 @ 12.1857137680054"
## [1] "2011-05-03 00:00:00 AAPL 100 @ 12.4357137680054"
## [1] "2011-05-23 00:00:00 AAPL -100 @ 11.9428567886353"
## [1] "2011-07-11 00:00:00 AAPL 100 @ 12.6428565979004"
## [1] "2011-11-17 00:00:00 AAPL -100 @ 13.478928565979"
## [1] "2011-12-27 00:00:00 AAPL 100 @ 14.518928527832"
## [1] "2012-05-09 00:00:00 AAPL -100 @ 20.3278560638428"
## [1] "2012-06-20 00:00:00 AAPL 100 @ 20.9192867279053"
## [1] "2012-10-12 00:00:00 AAPL -100 @ 22.4896430969238"
## [1] "2007-03-26 00:00:00 AAPL 100 @ 3.42321395874023"
## [1] "2008-01-23 00:00:00 AAPL -100 @ 4.96678590774536"
## [1] "2008-04-08 00:00:00 AAPL 100 @ 5.45857095718384"
## [1] "2008-07-10 00:00:00 AAPL -100 @ 6.30821418762207"
## [1] "2008-08-28 00:00:00 AAPL 100 @ 6.20499992370605"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-12 00:00:00 AAPL 100 @ 3.54535698890686"
## [1] "2009-03-09 00:00:00 AAPL -100 @ 2.96821403503418"
## [1] "2009-03-20 00:00:00 AAPL 100 @ 3.62821388244629"
## [1] "2010-02-10 00:00:00 AAPL -100 @ 6.96857118606567"
## [1] "2010-03-08 00:00:00 AAPL 100 @ 7.82428598403931"
## [1] "2010-07-27 00:00:00 AAPL -100 @ 9.43142890930176"
## [1] "2010-07-28 00:00:00 AAPL 100 @ 9.31999969482422"
## [1] "2010-08-19 00:00:00 AAPL -100 @ 8.92428588867188"
## [1] "2010-09-17 00:00:00 AAPL 100 @ 9.83464336395264"
## [1] "2011-04-08 00:00:00 AAPL -100 @ 11.9664287567139"
## [1] "2011-05-09 00:00:00 AAPL 100 @ 12.41428565979"
## [1] "2011-05-24 00:00:00 AAPL -100 @ 11.8639287948608"
## [1] "2011-07-13 00:00:00 AAPL 100 @ 12.7864294052124"
## [1] "2011-11-22 00:00:00 AAPL -100 @ 13.4467859268188"
## [1] "2011-12-30 00:00:00 AAPL 100 @ 14.4642858505249"
## [1] "2012-05-21 00:00:00 AAPL -100 @ 20.0457134246826"
## [1] "2012-06-27 00:00:00 AAPL 100 @ 20.5178565979004"
## [1] "2012-10-22 00:00:00 AAPL -100 @ 22.643928527832"
## [1] "2007-03-19 00:00:00 AAPL 100 @ 3.25464296340942"
## [1] "2007-08-20 00:00:00 AAPL -100 @ 4.36499977111816"
## [1] "2007-09-06 00:00:00 AAPL 100 @ 4.82178592681885"
## [1] "2008-01-17 00:00:00 AAPL -100 @ 5.74607086181641"
## [1] "2008-04-01 00:00:00 AAPL 100 @ 5.34035682678223"
## [1] "2008-06-27 00:00:00 AAPL -100 @ 6.0746431350708"
## [1] "2008-08-21 00:00:00 AAPL 100 @ 6.22464323043823"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-09 00:00:00 AAPL 100 @ 3.66107106208801"
## [1] "2009-03-05 00:00:00 AAPL -100 @ 3.17285704612732"
## [1] "2009-03-19 00:00:00 AAPL 100 @ 3.62928605079651"
## [1] "2009-12-17 00:00:00 AAPL -100 @ 6.85214281082153"
## [1] "2009-12-29 00:00:00 AAPL 100 @ 7.46785688400269"
## [1] "2010-02-04 00:00:00 AAPL -100 @ 6.85892915725708"
## [1] "2010-03-05 00:00:00 AAPL 100 @ 7.81964302062988"
## [1] "2010-07-19 00:00:00 AAPL -100 @ 8.77071380615234"
## [1] "2010-08-03 00:00:00 AAPL 100 @ 9.35464286804199"
## [1] "2010-08-18 00:00:00 AAPL -100 @ 9.0382137298584"
## [1] "2010-09-15 00:00:00 AAPL 100 @ 9.65071392059326"
## [1] "2011-03-23 00:00:00 AAPL -100 @ 12.1139287948608"
## [1] "2011-05-04 00:00:00 AAPL 100 @ 12.4846429824829"
## [1] "2011-05-23 00:00:00 AAPL -100 @ 11.9428567886353"
## [1] "2011-07-11 00:00:00 AAPL 100 @ 12.6428565979004"
## [1] "2011-11-17 00:00:00 AAPL -100 @ 13.478928565979"
## [1] "2011-12-27 00:00:00 AAPL 100 @ 14.518928527832"
## [1] "2012-05-10 00:00:00 AAPL -100 @ 20.3757133483887"
## [1] "2012-06-21 00:00:00 AAPL 100 @ 20.6310710906982"
## [1] "2012-10-15 00:00:00 AAPL -100 @ 22.6700000762939"
## [1] "2007-03-26 00:00:00 AAPL 100 @ 3.42321395874023"
## [1] "2008-01-23 00:00:00 AAPL -100 @ 4.96678590774536"
## [1] "2008-04-08 00:00:00 AAPL 100 @ 5.45857095718384"
## [1] "2008-07-09 00:00:00 AAPL -100 @ 6.2232141494751"
## [1] "2008-08-27 00:00:00 AAPL 100 @ 6.23821401596069"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-12 00:00:00 AAPL 100 @ 3.54535698890686"
## [1] "2009-03-09 00:00:00 AAPL -100 @ 2.96821403503418"
## [1] "2009-03-20 00:00:00 AAPL 100 @ 3.62821388244629"
## [1] "2010-02-10 00:00:00 AAPL -100 @ 6.96857118606567"
## [1] "2010-03-08 00:00:00 AAPL 100 @ 7.82428598403931"
## [1] "2010-07-23 00:00:00 AAPL -100 @ 9.28357124328613"
## [1] "2010-07-29 00:00:00 AAPL 100 @ 9.21821403503418"
## [1] "2010-08-19 00:00:00 AAPL -100 @ 8.92428588867188"
## [1] "2010-09-17 00:00:00 AAPL 100 @ 9.83464336395264"
## [1] "2011-04-07 00:00:00 AAPL -100 @ 12.0742864608765"
## [1] "2011-05-09 00:00:00 AAPL 100 @ 12.41428565979"
## [1] "2011-05-24 00:00:00 AAPL -100 @ 11.8639287948608"
## [1] "2011-07-13 00:00:00 AAPL 100 @ 12.7864294052124"
## [1] "2011-11-22 00:00:00 AAPL -100 @ 13.4467859268188"
## [1] "2011-12-30 00:00:00 AAPL 100 @ 14.4642858505249"
## [1] "2012-05-18 00:00:00 AAPL -100 @ 18.9421424865723"
## [1] "2012-06-27 00:00:00 AAPL 100 @ 20.5178565979004"
## [1] "2012-10-22 00:00:00 AAPL -100 @ 22.643928527832"
## [1] "2007-03-14 00:00:00 AAPL 100 @ 3.21428608894348"
## [1] "2007-08-16 00:00:00 AAPL -100 @ 4.18035697937012"
## [1] "2007-09-05 00:00:00 AAPL 100 @ 4.88428592681885"
## [1] "2007-11-26 00:00:00 AAPL -100 @ 6.16214323043823"
## [1] "2007-11-30 00:00:00 AAPL 100 @ 6.50785684585571"
## [1] "2008-01-15 00:00:00 AAPL -100 @ 6.03714323043823"
## [1] "2008-03-27 00:00:00 AAPL 100 @ 5.00892877578735"
## [1] "2008-06-25 00:00:00 AAPL -100 @ 6.33535718917847"
## [1] "2008-08-18 00:00:00 AAPL 100 @ 6.26392889022827"
## [1] "2008-09-09 00:00:00 AAPL -100 @ 5.41714286804199"
## [1] "2009-02-05 00:00:00 AAPL 100 @ 3.4449999332428"
## [1] "2009-03-03 00:00:00 AAPL -100 @ 3.15607094764709"
## [1] "2009-03-19 00:00:00 AAPL 100 @ 3.62928605079651"
## [1] "2009-12-11 00:00:00 AAPL -100 @ 6.9524998664856"
## [1] "2009-12-28 00:00:00 AAPL 100 @ 7.55749988555908"
## [1] "2010-02-02 00:00:00 AAPL -100 @ 6.99499988555908"
## [1] "2010-03-03 00:00:00 AAPL 100 @ 7.47607088088989"
## [1] "2010-05-28 00:00:00 AAPL -100 @ 9.17428588867188"
## [1] "2010-06-02 00:00:00 AAPL 100 @ 9.42678642272949"
## [1] "2010-07-14 00:00:00 AAPL -100 @ 9.0260705947876"
## [1] "2010-08-02 00:00:00 AAPL 100 @ 9.35178565979004"
## [1] "2010-08-17 00:00:00 AAPL -100 @ 8.99892902374268"
## [1] "2010-09-14 00:00:00 AAPL 100 @ 9.57357120513916"
## [1] "2011-03-21 00:00:00 AAPL -100 @ 12.1178569793701"
## [1] "2011-05-02 00:00:00 AAPL 100 @ 12.3671426773071"
## [1] "2011-05-20 00:00:00 AAPL -100 @ 11.9721431732178"
## [1] "2011-07-08 00:00:00 AAPL 100 @ 12.8467855453491"
## [1] "2011-10-11 00:00:00 AAPL -100 @ 14.2960710525513"
## [1] "2011-10-14 00:00:00 AAPL 100 @ 15.0714292526245"
## [1] "2011-11-15 00:00:00 AAPL -100 @ 13.8867864608765"
## [1] "2011-12-23 00:00:00 AAPL 100 @ 14.4046430587769"
## [1] "2012-05-07 00:00:00 AAPL -100 @ 20.3385715484619"
## [1] "2012-06-19 00:00:00 AAPL 100 @ 20.9789295196533"
## [1] "2012-10-11 00:00:00 AAPL -100 @ 22.4321422576904"
## [1] "2007-03-22 00:00:00 AAPL 100 @ 3.3557140827179"
## [1] "2007-08-24 00:00:00 AAPL -100 @ 4.83214282989502"
## [1] "2007-09-05 00:00:00 AAPL 100 @ 4.88428592681885"
## [1] "2008-01-22 00:00:00 AAPL -100 @ 5.55857086181641"
## [1] "2008-04-04 00:00:00 AAPL 100 @ 5.46714305877686"
## [1] "2008-07-07 00:00:00 AAPL -100 @ 6.25571393966675"
## [1] "2008-08-26 00:00:00 AAPL 100 @ 6.20142889022827"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-11 00:00:00 AAPL 100 @ 3.45785689353943"
## [1] "2009-03-09 00:00:00 AAPL -100 @ 2.96821403503418"
## [1] "2009-03-20 00:00:00 AAPL 100 @ 3.62821388244629"
## [1] "2010-02-09 00:00:00 AAPL -100 @ 7.00678586959839"
## [1] "2010-03-08 00:00:00 AAPL 100 @ 7.82428598403931"
## [1] "2010-07-21 00:00:00 AAPL -100 @ 9.07999992370605"
## [1] "2010-08-03 00:00:00 AAPL 100 @ 9.35464286804199"
## [1] "2010-08-19 00:00:00 AAPL -100 @ 8.92428588867188"
## [1] "2010-09-17 00:00:00 AAPL 100 @ 9.83464336395264"
## [1] "2011-03-29 00:00:00 AAPL -100 @ 12.5342855453491"
## [1] "2011-05-06 00:00:00 AAPL 100 @ 12.3807144165039"
## [1] "2011-05-24 00:00:00 AAPL -100 @ 11.8639287948608"
## [1] "2011-07-13 00:00:00 AAPL 100 @ 12.7864294052124"
## [1] "2011-11-21 00:00:00 AAPL -100 @ 13.1789293289185"
## [1] "2011-12-29 00:00:00 AAPL 100 @ 14.4685707092285"
## [1] "2012-05-16 00:00:00 AAPL -100 @ 19.502857208252"
## [1] "2012-06-26 00:00:00 AAPL 100 @ 20.4296436309814"
## [1] "2012-10-18 00:00:00 AAPL -100 @ 22.5942859649658"
## [1] "2007-03-21 00:00:00 AAPL 100 @ 3.35249996185303"
## [1] "2007-08-22 00:00:00 AAPL -100 @ 4.73250007629395"
## [1] "2007-09-06 00:00:00 AAPL 100 @ 4.82178592681885"
## [1] "2008-01-18 00:00:00 AAPL -100 @ 5.76285696029663"
## [1] "2008-04-03 00:00:00 AAPL 100 @ 5.41464281082153"
## [1] "2008-07-02 00:00:00 AAPL -100 @ 6.00642919540405"
## [1] "2008-08-25 00:00:00 AAPL 100 @ 6.16249990463257"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-10 00:00:00 AAPL 100 @ 3.49392890930176"
## [1] "2009-03-09 00:00:00 AAPL -100 @ 2.96821403503418"
## [1] "2009-03-19 00:00:00 AAPL 100 @ 3.62928605079651"
## [1] "2010-02-08 00:00:00 AAPL -100 @ 6.93285703659058"
## [1] "2010-03-08 00:00:00 AAPL 100 @ 7.82428598403931"
## [1] "2010-07-20 00:00:00 AAPL -100 @ 8.99607086181641"
## [1] "2010-08-04 00:00:00 AAPL 100 @ 9.39214324951172"
## [1] "2010-08-18 00:00:00 AAPL -100 @ 9.0382137298584"
## [1] "2010-09-16 00:00:00 AAPL 100 @ 9.8774995803833"
## [1] "2011-03-25 00:00:00 AAPL -100 @ 12.5550003051758"
## [1] "2011-05-05 00:00:00 AAPL 100 @ 12.3839292526245"
## [1] "2011-05-24 00:00:00 AAPL -100 @ 11.8639287948608"
## [1] "2011-07-12 00:00:00 AAPL 100 @ 12.6339292526245"
## [1] "2011-11-21 00:00:00 AAPL -100 @ 13.1789293289185"
## [1] "2011-12-28 00:00:00 AAPL 100 @ 14.3800001144409"
## [1] "2012-05-15 00:00:00 AAPL -100 @ 19.7560710906982"
## [1] "2012-06-25 00:00:00 AAPL 100 @ 20.3846435546875"
## [1] "2012-10-17 00:00:00 AAPL -100 @ 23.021785736084"
## [1] "2007-03-15 00:00:00 AAPL 100 @ 3.19892907142639"
## [1] "2007-08-16 00:00:00 AAPL -100 @ 4.18035697937012"
## [1] "2007-09-05 00:00:00 AAPL 100 @ 4.88428592681885"
## [1] "2007-11-27 00:00:00 AAPL -100 @ 6.24321413040161"
## [1] "2007-11-29 00:00:00 AAPL 100 @ 6.58178615570068"
## [1] "2008-01-15 00:00:00 AAPL -100 @ 6.03714323043823"
## [1] "2008-03-28 00:00:00 AAPL 100 @ 5.10750007629395"
## [1] "2008-06-25 00:00:00 AAPL -100 @ 6.33535718917847"
## [1] "2008-08-19 00:00:00 AAPL 100 @ 6.19750022888184"
## [1] "2008-09-09 00:00:00 AAPL -100 @ 5.41714286804199"
## [1] "2009-02-06 00:00:00 AAPL 100 @ 3.56142902374268"
## [1] "2009-03-04 00:00:00 AAPL -100 @ 3.25607109069824"
## [1] "2009-03-19 00:00:00 AAPL 100 @ 3.62928605079651"
## [1] "2009-12-14 00:00:00 AAPL -100 @ 7.03499984741211"
## [1] "2009-12-29 00:00:00 AAPL 100 @ 7.46785688400269"
## [1] "2010-02-03 00:00:00 AAPL -100 @ 7.11535692214966"
## [1] "2010-03-04 00:00:00 AAPL 100 @ 7.52535676956177"
## [1] "2010-07-14 00:00:00 AAPL -100 @ 9.0260705947876"
## [1] "2010-08-02 00:00:00 AAPL 100 @ 9.35178565979004"
## [1] "2010-08-17 00:00:00 AAPL -100 @ 8.99892902374268"
## [1] "2010-09-14 00:00:00 AAPL 100 @ 9.57357120513916"
## [1] "2011-03-21 00:00:00 AAPL -100 @ 12.1178569793701"
## [1] "2011-05-02 00:00:00 AAPL 100 @ 12.3671426773071"
## [1] "2011-05-20 00:00:00 AAPL -100 @ 11.9721431732178"
## [1] "2011-07-08 00:00:00 AAPL 100 @ 12.8467855453491"
## [1] "2011-10-12 00:00:00 AAPL -100 @ 14.3639287948608"
## [1] "2011-10-13 00:00:00 AAPL 100 @ 14.5867862701416"
## [1] "2011-11-16 00:00:00 AAPL -100 @ 13.7417860031128"
## [1] "2011-12-23 00:00:00 AAPL 100 @ 14.4046430587769"
## [1] "2012-05-08 00:00:00 AAPL -100 @ 20.292142868042"
## [1] "2012-06-19 00:00:00 AAPL 100 @ 20.9789295196533"
## [1] "2012-10-11 00:00:00 AAPL -100 @ 22.4321422576904"
## [1] "2007-03-19 00:00:00 AAPL 100 @ 3.25464296340942"
## [1] "2007-08-20 00:00:00 AAPL -100 @ 4.36499977111816"
## [1] "2007-09-06 00:00:00 AAPL 100 @ 4.82178592681885"
## [1] "2008-01-17 00:00:00 AAPL -100 @ 5.74607086181641"
## [1] "2008-04-01 00:00:00 AAPL 100 @ 5.34035682678223"
## [1] "2008-06-30 00:00:00 AAPL -100 @ 5.98000001907349"
## [1] "2008-08-21 00:00:00 AAPL 100 @ 6.22464323043823"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-09 00:00:00 AAPL 100 @ 3.66107106208801"
## [1] "2009-03-06 00:00:00 AAPL -100 @ 3.0464289188385"
## [1] "2009-03-19 00:00:00 AAPL 100 @ 3.62928605079651"
## [1] "2009-12-18 00:00:00 AAPL -100 @ 6.97964286804199"
## [1] "2009-12-29 00:00:00 AAPL 100 @ 7.46785688400269"
## [1] "2010-02-04 00:00:00 AAPL -100 @ 6.85892915725708"
## [1] "2010-03-05 00:00:00 AAPL 100 @ 7.81964302062988"
## [1] "2010-07-19 00:00:00 AAPL -100 @ 8.77071380615234"
## [1] "2010-08-03 00:00:00 AAPL 100 @ 9.35464286804199"
## [1] "2010-08-18 00:00:00 AAPL -100 @ 9.0382137298584"
## [1] "2010-09-15 00:00:00 AAPL 100 @ 9.65071392059326"
## [1] "2011-03-23 00:00:00 AAPL -100 @ 12.1139287948608"
## [1] "2011-05-04 00:00:00 AAPL 100 @ 12.4846429824829"
## [1] "2011-05-23 00:00:00 AAPL -100 @ 11.9428567886353"
## [1] "2011-07-11 00:00:00 AAPL 100 @ 12.6428565979004"
## [1] "2011-11-17 00:00:00 AAPL -100 @ 13.478928565979"
## [1] "2011-12-28 00:00:00 AAPL 100 @ 14.3800001144409"
## [1] "2012-05-10 00:00:00 AAPL -100 @ 20.3757133483887"
## [1] "2012-06-21 00:00:00 AAPL 100 @ 20.6310710906982"
## [1] "2012-10-15 00:00:00 AAPL -100 @ 22.6700000762939"
## [1] "2007-03-27 00:00:00 AAPL 100 @ 3.40928602218628"
## [1] "2008-01-23 00:00:00 AAPL -100 @ 4.96678590774536"
## [1] "2008-04-08 00:00:00 AAPL 100 @ 5.45857095718384"
## [1] "2008-07-11 00:00:00 AAPL -100 @ 6.16357088088989"
## [1] "2008-08-28 00:00:00 AAPL 100 @ 6.20499992370605"
## [1] "2008-09-09 00:00:00 AAPL -100 @ 5.41714286804199"
## [1] "2009-02-13 00:00:00 AAPL 100 @ 3.54142904281616"
## [1] "2009-03-09 00:00:00 AAPL -100 @ 2.96821403503418"
## [1] "2009-03-20 00:00:00 AAPL 100 @ 3.62821388244629"
## [1] "2010-02-10 00:00:00 AAPL -100 @ 6.96857118606567"
## [1] "2010-03-08 00:00:00 AAPL 100 @ 7.82428598403931"
## [1] "2010-08-20 00:00:00 AAPL -100 @ 8.91571426391602"
## [1] "2010-09-17 00:00:00 AAPL 100 @ 9.83464336395264"
## [1] "2011-04-08 00:00:00 AAPL -100 @ 11.9664287567139"
## [1] "2011-05-09 00:00:00 AAPL 100 @ 12.41428565979"
## [1] "2011-05-24 00:00:00 AAPL -100 @ 11.8639287948608"
## [1] "2011-07-14 00:00:00 AAPL 100 @ 12.7775001525879"
## [1] "2011-11-23 00:00:00 AAPL -100 @ 13.106785774231"
## [1] "2011-12-30 00:00:00 AAPL 100 @ 14.4642858505249"
## [1] "2012-05-21 00:00:00 AAPL -100 @ 20.0457134246826"
## [1] "2012-06-27 00:00:00 AAPL 100 @ 20.5178565979004"
## [1] "2012-10-22 00:00:00 AAPL -100 @ 22.643928527832"
## [1] "2007-03-19 00:00:00 AAPL 100 @ 3.25464296340942"
## [1] "2007-08-20 00:00:00 AAPL -100 @ 4.36499977111816"
## [1] "2007-09-06 00:00:00 AAPL 100 @ 4.82178592681885"
## [1] "2008-01-17 00:00:00 AAPL -100 @ 5.74607086181641"
## [1] "2008-04-01 00:00:00 AAPL 100 @ 5.34035682678223"
## [1] "2008-06-30 00:00:00 AAPL -100 @ 5.98000001907349"
## [1] "2008-08-21 00:00:00 AAPL 100 @ 6.22464323043823"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-09 00:00:00 AAPL 100 @ 3.66107106208801"
## [1] "2009-03-06 00:00:00 AAPL -100 @ 3.0464289188385"
## [1] "2009-03-19 00:00:00 AAPL 100 @ 3.62928605079651"
## [1] "2009-12-18 00:00:00 AAPL -100 @ 6.97964286804199"
## [1] "2009-12-29 00:00:00 AAPL 100 @ 7.46785688400269"
## [1] "2010-02-04 00:00:00 AAPL -100 @ 6.85892915725708"
## [1] "2010-03-05 00:00:00 AAPL 100 @ 7.81964302062988"
## [1] "2010-07-19 00:00:00 AAPL -100 @ 8.77071380615234"
## [1] "2010-08-03 00:00:00 AAPL 100 @ 9.35464286804199"
## [1] "2010-08-18 00:00:00 AAPL -100 @ 9.0382137298584"
## [1] "2010-09-15 00:00:00 AAPL 100 @ 9.65071392059326"
## [1] "2011-03-23 00:00:00 AAPL -100 @ 12.1139287948608"
## [1] "2011-05-04 00:00:00 AAPL 100 @ 12.4846429824829"
## [1] "2011-05-23 00:00:00 AAPL -100 @ 11.9428567886353"
## [1] "2011-07-11 00:00:00 AAPL 100 @ 12.6428565979004"
## [1] "2011-11-17 00:00:00 AAPL -100 @ 13.478928565979"
## [1] "2011-12-28 00:00:00 AAPL 100 @ 14.3800001144409"
## [1] "2012-05-10 00:00:00 AAPL -100 @ 20.3757133483887"
## [1] "2012-06-21 00:00:00 AAPL 100 @ 20.6310710906982"
## [1] "2012-10-15 00:00:00 AAPL -100 @ 22.6700000762939"
## [1] "2007-03-21 00:00:00 AAPL 100 @ 3.35249996185303"
## [1] "2007-08-22 00:00:00 AAPL -100 @ 4.73250007629395"
## [1] "2007-09-06 00:00:00 AAPL 100 @ 4.82178592681885"
## [1] "2008-01-18 00:00:00 AAPL -100 @ 5.76285696029663"
## [1] "2008-04-03 00:00:00 AAPL 100 @ 5.41464281082153"
## [1] "2008-07-02 00:00:00 AAPL -100 @ 6.00642919540405"
## [1] "2008-08-25 00:00:00 AAPL 100 @ 6.16249990463257"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-10 00:00:00 AAPL 100 @ 3.49392890930176"
## [1] "2009-03-09 00:00:00 AAPL -100 @ 2.96821403503418"
## [1] "2009-03-19 00:00:00 AAPL 100 @ 3.62928605079651"
## [1] "2010-02-08 00:00:00 AAPL -100 @ 6.93285703659058"
## [1] "2010-03-08 00:00:00 AAPL 100 @ 7.82428598403931"
## [1] "2010-07-20 00:00:00 AAPL -100 @ 8.99607086181641"
## [1] "2010-08-04 00:00:00 AAPL 100 @ 9.39214324951172"
## [1] "2010-08-18 00:00:00 AAPL -100 @ 9.0382137298584"
## [1] "2010-09-16 00:00:00 AAPL 100 @ 9.8774995803833"
## [1] "2011-03-25 00:00:00 AAPL -100 @ 12.5550003051758"
## [1] "2011-05-05 00:00:00 AAPL 100 @ 12.3839292526245"
## [1] "2011-05-24 00:00:00 AAPL -100 @ 11.8639287948608"
## [1] "2011-07-12 00:00:00 AAPL 100 @ 12.6339292526245"
## [1] "2011-11-21 00:00:00 AAPL -100 @ 13.1789293289185"
## [1] "2011-12-28 00:00:00 AAPL 100 @ 14.3800001144409"
## [1] "2012-05-15 00:00:00 AAPL -100 @ 19.7560710906982"
## [1] "2012-06-25 00:00:00 AAPL 100 @ 20.3846435546875"
## [1] "2012-10-17 00:00:00 AAPL -100 @ 23.021785736084"
## [1] "2007-03-26 00:00:00 AAPL 100 @ 3.42321395874023"
## [1] "2008-01-23 00:00:00 AAPL -100 @ 4.96678590774536"
## [1] "2008-04-08 00:00:00 AAPL 100 @ 5.45857095718384"
## [1] "2008-07-10 00:00:00 AAPL -100 @ 6.30821418762207"
## [1] "2008-08-28 00:00:00 AAPL 100 @ 6.20499992370605"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-12 00:00:00 AAPL 100 @ 3.54535698890686"
## [1] "2009-03-09 00:00:00 AAPL -100 @ 2.96821403503418"
## [1] "2009-03-20 00:00:00 AAPL 100 @ 3.62821388244629"
## [1] "2010-02-10 00:00:00 AAPL -100 @ 6.96857118606567"
## [1] "2010-03-08 00:00:00 AAPL 100 @ 7.82428598403931"
## [1] "2010-07-27 00:00:00 AAPL -100 @ 9.43142890930176"
## [1] "2010-07-28 00:00:00 AAPL 100 @ 9.31999969482422"
## [1] "2010-08-19 00:00:00 AAPL -100 @ 8.92428588867188"
## [1] "2010-09-17 00:00:00 AAPL 100 @ 9.83464336395264"
## [1] "2011-04-08 00:00:00 AAPL -100 @ 11.9664287567139"
## [1] "2011-05-09 00:00:00 AAPL 100 @ 12.41428565979"
## [1] "2011-05-24 00:00:00 AAPL -100 @ 11.8639287948608"
## [1] "2011-07-13 00:00:00 AAPL 100 @ 12.7864294052124"
## [1] "2011-11-22 00:00:00 AAPL -100 @ 13.4467859268188"
## [1] "2011-12-30 00:00:00 AAPL 100 @ 14.4642858505249"
## [1] "2012-05-21 00:00:00 AAPL -100 @ 20.0457134246826"
## [1] "2012-06-27 00:00:00 AAPL 100 @ 20.5178565979004"
## [1] "2012-10-22 00:00:00 AAPL -100 @ 22.643928527832"
## [1] "2007-03-22 00:00:00 AAPL 100 @ 3.3557140827179"
## [1] "2007-08-23 00:00:00 AAPL -100 @ 4.68107080459595"
## [1] "2007-09-05 00:00:00 AAPL 100 @ 4.88428592681885"
## [1] "2008-01-22 00:00:00 AAPL -100 @ 5.55857086181641"
## [1] "2008-04-04 00:00:00 AAPL 100 @ 5.46714305877686"
## [1] "2008-07-03 00:00:00 AAPL -100 @ 6.07571411132812"
## [1] "2008-08-26 00:00:00 AAPL 100 @ 6.20142889022827"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-11 00:00:00 AAPL 100 @ 3.45785689353943"
## [1] "2009-03-09 00:00:00 AAPL -100 @ 2.96821403503418"
## [1] "2009-03-20 00:00:00 AAPL 100 @ 3.62821388244629"
## [1] "2010-02-08 00:00:00 AAPL -100 @ 6.93285703659058"
## [1] "2010-03-08 00:00:00 AAPL 100 @ 7.82428598403931"
## [1] "2010-07-21 00:00:00 AAPL -100 @ 9.07999992370605"
## [1] "2010-08-03 00:00:00 AAPL 100 @ 9.35464286804199"
## [1] "2010-08-19 00:00:00 AAPL -100 @ 8.92428588867188"
## [1] "2010-09-16 00:00:00 AAPL 100 @ 9.8774995803833"
## [1] "2011-03-28 00:00:00 AAPL -100 @ 12.5157136917114"
## [1] "2011-05-06 00:00:00 AAPL 100 @ 12.3807144165039"
## [1] "2011-05-24 00:00:00 AAPL -100 @ 11.8639287948608"
## [1] "2011-07-12 00:00:00 AAPL 100 @ 12.6339292526245"
## [1] "2011-11-21 00:00:00 AAPL -100 @ 13.1789293289185"
## [1] "2011-12-29 00:00:00 AAPL 100 @ 14.4685707092285"
## [1] "2012-05-16 00:00:00 AAPL -100 @ 19.502857208252"
## [1] "2012-06-25 00:00:00 AAPL 100 @ 20.3846435546875"
## [1] "2012-10-17 00:00:00 AAPL -100 @ 23.021785736084"
## [1] "2007-03-27 00:00:00 AAPL 100 @ 3.40928602218628"
## [1] "2008-01-23 00:00:00 AAPL -100 @ 4.96678590774536"
## [1] "2008-04-08 00:00:00 AAPL 100 @ 5.45857095718384"
## [1] "2008-07-11 00:00:00 AAPL -100 @ 6.16357088088989"
## [1] "2008-08-28 00:00:00 AAPL 100 @ 6.20499992370605"
## [1] "2008-09-09 00:00:00 AAPL -100 @ 5.41714286804199"
## [1] "2009-02-13 00:00:00 AAPL 100 @ 3.54142904281616"
## [1] "2009-03-09 00:00:00 AAPL -100 @ 2.96821403503418"
## [1] "2009-03-20 00:00:00 AAPL 100 @ 3.62821388244629"
## [1] "2010-02-10 00:00:00 AAPL -100 @ 6.96857118606567"
## [1] "2010-03-08 00:00:00 AAPL 100 @ 7.82428598403931"
## [1] "2010-08-20 00:00:00 AAPL -100 @ 8.91571426391602"
## [1] "2010-09-17 00:00:00 AAPL 100 @ 9.83464336395264"
## [1] "2011-04-08 00:00:00 AAPL -100 @ 11.9664287567139"
## [1] "2011-05-09 00:00:00 AAPL 100 @ 12.41428565979"
## [1] "2011-05-24 00:00:00 AAPL -100 @ 11.8639287948608"
## [1] "2011-07-14 00:00:00 AAPL 100 @ 12.7775001525879"
## [1] "2011-11-23 00:00:00 AAPL -100 @ 13.106785774231"
## [1] "2011-12-30 00:00:00 AAPL 100 @ 14.4642858505249"
## [1] "2012-05-21 00:00:00 AAPL -100 @ 20.0457134246826"
## [1] "2012-06-27 00:00:00 AAPL 100 @ 20.5178565979004"
## [1] "2012-10-22 00:00:00 AAPL -100 @ 22.643928527832"
## [1] "=== testing param.combo 96 on 2013-01-02/2013-12-31"
## nFAST nSLOW
## 96 7 16
## [1] "2013-05-14 00:00:00 AAPL 100 @ 15.8521432876587"
## [1] "2013-06-21 00:00:00 AAPL -100 @ 14.7678565979004"
## [1] "2013-07-31 00:00:00 AAPL 100 @ 16.1617851257324"
## [1] "=== training MA on 2007-01-03/2013-12-31"
## [1] "2007-03-23 00:00:00 AAPL 100 @ 3.33999991416931"
## [1] "2007-08-27 00:00:00 AAPL -100 @ 4.7232141494751"
## [1] "2007-09-05 00:00:00 AAPL 100 @ 4.88428592681885"
## [1] "2008-01-22 00:00:00 AAPL -100 @ 5.55857086181641"
## [1] "2008-04-07 00:00:00 AAPL 100 @ 5.56750011444092"
## [1] "2008-07-07 00:00:00 AAPL -100 @ 6.25571393966675"
## [1] "2008-08-26 00:00:00 AAPL 100 @ 6.20142889022827"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-11 00:00:00 AAPL 100 @ 3.45785689353943"
## [1] "2009-03-09 00:00:00 AAPL -100 @ 2.96821403503418"
## [1] "2009-03-20 00:00:00 AAPL 100 @ 3.62821388244629"
## [1] "2010-02-09 00:00:00 AAPL -100 @ 7.00678586959839"
## [1] "2010-03-08 00:00:00 AAPL 100 @ 7.82428598403931"
## [1] "2010-07-22 00:00:00 AAPL -100 @ 9.25071430206299"
## [1] "2010-08-03 00:00:00 AAPL 100 @ 9.35464286804199"
## [1] "2010-08-19 00:00:00 AAPL -100 @ 8.92428588867188"
## [1] "2010-09-17 00:00:00 AAPL 100 @ 9.83464336395264"
## [1] "2011-04-05 00:00:00 AAPL -100 @ 12.103214263916"
## [1] "2011-05-06 00:00:00 AAPL 100 @ 12.3807144165039"
## [1] "2011-05-24 00:00:00 AAPL -100 @ 11.8639287948608"
## [1] "2011-07-13 00:00:00 AAPL 100 @ 12.7864294052124"
## [1] "2011-11-22 00:00:00 AAPL -100 @ 13.4467859268188"
## [1] "2011-12-29 00:00:00 AAPL 100 @ 14.4685707092285"
## [1] "2012-05-17 00:00:00 AAPL -100 @ 18.9328575134277"
## [1] "2012-06-26 00:00:00 AAPL 100 @ 20.4296436309814"
## [1] "2012-10-18 00:00:00 AAPL -100 @ 22.5942859649658"
## [1] "2013-05-15 00:00:00 AAPL 100 @ 15.3160705566406"
## [1] "2013-06-21 00:00:00 AAPL -100 @ 14.7678565979004"
## [1] "2013-08-01 00:00:00 AAPL 100 @ 16.3099994659424"
## [1] "2007-03-15 00:00:00 AAPL 100 @ 3.19892907142639"
## [1] "2007-08-17 00:00:00 AAPL -100 @ 4.35928583145142"
## [1] "2007-09-05 00:00:00 AAPL 100 @ 4.88428592681885"
## [1] "2008-01-16 00:00:00 AAPL -100 @ 5.70142889022827"
## [1] "2008-03-28 00:00:00 AAPL 100 @ 5.10750007629395"
## [1] "2008-06-26 00:00:00 AAPL -100 @ 6.00928592681885"
## [1] "2008-08-19 00:00:00 AAPL 100 @ 6.19750022888184"
## [1] "2008-09-09 00:00:00 AAPL -100 @ 5.41714286804199"
## [1] "2009-02-06 00:00:00 AAPL 100 @ 3.56142902374268"
## [1] "2009-03-04 00:00:00 AAPL -100 @ 3.25607109069824"
## [1] "2009-03-19 00:00:00 AAPL 100 @ 3.62928605079651"
## [1] "2009-12-14 00:00:00 AAPL -100 @ 7.03499984741211"
## [1] "2009-12-29 00:00:00 AAPL 100 @ 7.46785688400269"
## [1] "2010-02-03 00:00:00 AAPL -100 @ 7.11535692214966"
## [1] "2010-03-04 00:00:00 AAPL 100 @ 7.52535676956177"
## [1] "2010-07-15 00:00:00 AAPL -100 @ 8.98035717010498"
## [1] "2010-08-03 00:00:00 AAPL 100 @ 9.35464286804199"
## [1] "2010-08-17 00:00:00 AAPL -100 @ 8.99892902374268"
## [1] "2010-09-14 00:00:00 AAPL 100 @ 9.57357120513916"
## [1] "2011-03-22 00:00:00 AAPL -100 @ 12.1857137680054"
## [1] "2011-05-02 00:00:00 AAPL 100 @ 12.3671426773071"
## [1] "2011-05-20 00:00:00 AAPL -100 @ 11.9721431732178"
## [1] "2011-07-08 00:00:00 AAPL 100 @ 12.8467855453491"
## [1] "2011-11-16 00:00:00 AAPL -100 @ 13.7417860031128"
## [1] "2011-12-27 00:00:00 AAPL 100 @ 14.518928527832"
## [1] "2012-05-08 00:00:00 AAPL -100 @ 20.292142868042"
## [1] "2012-06-20 00:00:00 AAPL 100 @ 20.9192867279053"
## [1] "2012-10-11 00:00:00 AAPL -100 @ 22.4321422576904"
## [1] "2013-05-09 00:00:00 AAPL 100 @ 16.3132133483887"
## [1] "2013-06-19 00:00:00 AAPL -100 @ 15.1071434020996"
## [1] "2013-07-26 00:00:00 AAPL 100 @ 15.7496433258057"
## [1] "2013-09-24 00:00:00 AAPL -100 @ 17.4678573608398"
## [1] "2013-09-30 00:00:00 AAPL 100 @ 17.0267868041992"
## [1] "2007-03-16 00:00:00 AAPL 100 @ 3.19964289665222"
## [1] "2007-08-20 00:00:00 AAPL -100 @ 4.36499977111816"
## [1] "2007-09-05 00:00:00 AAPL 100 @ 4.88428592681885"
## [1] "2008-01-17 00:00:00 AAPL -100 @ 5.74607086181641"
## [1] "2008-03-31 00:00:00 AAPL 100 @ 5.125"
## [1] "2008-06-27 00:00:00 AAPL -100 @ 6.0746431350708"
## [1] "2008-08-20 00:00:00 AAPL 100 @ 6.28000020980835"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-09 00:00:00 AAPL 100 @ 3.66107106208801"
## [1] "2009-03-05 00:00:00 AAPL -100 @ 3.17285704612732"
## [1] "2009-03-19 00:00:00 AAPL 100 @ 3.62928605079651"
## [1] "2009-12-16 00:00:00 AAPL -100 @ 6.96535682678223"
## [1] "2009-12-29 00:00:00 AAPL 100 @ 7.46785688400269"
## [1] "2010-02-04 00:00:00 AAPL -100 @ 6.85892915725708"
## [1] "2010-03-04 00:00:00 AAPL 100 @ 7.52535676956177"
## [1] "2010-07-16 00:00:00 AAPL -100 @ 8.92500019073486"
## [1] "2010-08-03 00:00:00 AAPL 100 @ 9.35464286804199"
## [1] "2010-08-18 00:00:00 AAPL -100 @ 9.0382137298584"
## [1] "2010-09-15 00:00:00 AAPL 100 @ 9.65071392059326"
## [1] "2011-03-22 00:00:00 AAPL -100 @ 12.1857137680054"
## [1] "2011-05-03 00:00:00 AAPL 100 @ 12.4357137680054"
## [1] "2011-05-23 00:00:00 AAPL -100 @ 11.9428567886353"
## [1] "2011-07-11 00:00:00 AAPL 100 @ 12.6428565979004"
## [1] "2011-11-17 00:00:00 AAPL -100 @ 13.478928565979"
## [1] "2011-12-27 00:00:00 AAPL 100 @ 14.518928527832"
## [1] "2012-05-09 00:00:00 AAPL -100 @ 20.3278560638428"
## [1] "2012-06-20 00:00:00 AAPL 100 @ 20.9192867279053"
## [1] "2012-10-12 00:00:00 AAPL -100 @ 22.4896430969238"
## [1] "2013-05-10 00:00:00 AAPL 100 @ 16.1774997711182"
## [1] "2013-06-19 00:00:00 AAPL -100 @ 15.1071434020996"
## [1] "2013-07-29 00:00:00 AAPL 100 @ 15.9925003051758"
## [1] "2007-03-21 00:00:00 AAPL 100 @ 3.35249996185303"
## [1] "2007-08-22 00:00:00 AAPL -100 @ 4.73250007629395"
## [1] "2007-09-06 00:00:00 AAPL 100 @ 4.82178592681885"
## [1] "2008-01-18 00:00:00 AAPL -100 @ 5.76285696029663"
## [1] "2008-04-03 00:00:00 AAPL 100 @ 5.41464281082153"
## [1] "2008-07-02 00:00:00 AAPL -100 @ 6.00642919540405"
## [1] "2008-08-25 00:00:00 AAPL 100 @ 6.16249990463257"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-10 00:00:00 AAPL 100 @ 3.49392890930176"
## [1] "2009-03-09 00:00:00 AAPL -100 @ 2.96821403503418"
## [1] "2009-03-19 00:00:00 AAPL 100 @ 3.62928605079651"
## [1] "2010-02-08 00:00:00 AAPL -100 @ 6.93285703659058"
## [1] "2010-03-08 00:00:00 AAPL 100 @ 7.82428598403931"
## [1] "2010-07-20 00:00:00 AAPL -100 @ 8.99607086181641"
## [1] "2010-08-04 00:00:00 AAPL 100 @ 9.39214324951172"
## [1] "2010-08-18 00:00:00 AAPL -100 @ 9.0382137298584"
## [1] "2010-09-16 00:00:00 AAPL 100 @ 9.8774995803833"
## [1] "2011-03-25 00:00:00 AAPL -100 @ 12.5550003051758"
## [1] "2011-05-05 00:00:00 AAPL 100 @ 12.3839292526245"
## [1] "2011-05-24 00:00:00 AAPL -100 @ 11.8639287948608"
## [1] "2011-07-12 00:00:00 AAPL 100 @ 12.6339292526245"
## [1] "2011-11-21 00:00:00 AAPL -100 @ 13.1789293289185"
## [1] "2011-12-28 00:00:00 AAPL 100 @ 14.3800001144409"
## [1] "2012-05-15 00:00:00 AAPL -100 @ 19.7560710906982"
## [1] "2012-06-25 00:00:00 AAPL 100 @ 20.3846435546875"
## [1] "2012-10-17 00:00:00 AAPL -100 @ 23.021785736084"
## [1] "2013-05-14 00:00:00 AAPL 100 @ 15.8521432876587"
## [1] "2013-06-21 00:00:00 AAPL -100 @ 14.7678565979004"
## [1] "2013-07-31 00:00:00 AAPL 100 @ 16.1617851257324"
## [1] "2007-03-21 00:00:00 AAPL 100 @ 3.35249996185303"
## [1] "2007-08-22 00:00:00 AAPL -100 @ 4.73250007629395"
## [1] "2007-09-06 00:00:00 AAPL 100 @ 4.82178592681885"
## [1] "2008-01-18 00:00:00 AAPL -100 @ 5.76285696029663"
## [1] "2008-04-02 00:00:00 AAPL 100 @ 5.26749992370605"
## [1] "2008-07-01 00:00:00 AAPL -100 @ 6.23857116699219"
## [1] "2008-08-25 00:00:00 AAPL 100 @ 6.16249990463257"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-10 00:00:00 AAPL 100 @ 3.49392890930176"
## [1] "2009-03-09 00:00:00 AAPL -100 @ 2.96821403503418"
## [1] "2009-03-19 00:00:00 AAPL 100 @ 3.62928605079651"
## [1] "2009-12-22 00:00:00 AAPL -100 @ 7.15571403503418"
## [1] "2009-12-28 00:00:00 AAPL 100 @ 7.55749988555908"
## [1] "2010-02-05 00:00:00 AAPL -100 @ 6.98071384429932"
## [1] "2010-03-05 00:00:00 AAPL 100 @ 7.81964302062988"
## [1] "2010-07-20 00:00:00 AAPL -100 @ 8.99607086181641"
## [1] "2010-08-04 00:00:00 AAPL 100 @ 9.39214324951172"
## [1] "2010-08-18 00:00:00 AAPL -100 @ 9.0382137298584"
## [1] "2010-09-16 00:00:00 AAPL 100 @ 9.8774995803833"
## [1] "2011-03-24 00:00:00 AAPL -100 @ 12.3203573226929"
## [1] "2011-05-05 00:00:00 AAPL 100 @ 12.3839292526245"
## [1] "2011-05-24 00:00:00 AAPL -100 @ 11.8639287948608"
## [1] "2011-07-12 00:00:00 AAPL 100 @ 12.6339292526245"
## [1] "2011-11-18 00:00:00 AAPL -100 @ 13.3907136917114"
## [1] "2011-12-28 00:00:00 AAPL 100 @ 14.3800001144409"
## [1] "2012-05-14 00:00:00 AAPL -100 @ 19.9364280700684"
## [1] "2012-06-22 00:00:00 AAPL 100 @ 20.78928565979"
## [1] "2012-10-16 00:00:00 AAPL -100 @ 23.2067852020264"
## [1] "2013-05-13 00:00:00 AAPL 100 @ 16.2407131195068"
## [1] "2013-06-21 00:00:00 AAPL -100 @ 14.7678565979004"
## [1] "2013-07-30 00:00:00 AAPL 100 @ 16.1900005340576"
## [1] "2007-03-15 00:00:00 AAPL 100 @ 3.19892907142639"
## [1] "2007-08-16 00:00:00 AAPL -100 @ 4.18035697937012"
## [1] "2007-09-05 00:00:00 AAPL 100 @ 4.88428592681885"
## [1] "2007-11-27 00:00:00 AAPL -100 @ 6.24321413040161"
## [1] "2007-11-29 00:00:00 AAPL 100 @ 6.58178615570068"
## [1] "2008-01-15 00:00:00 AAPL -100 @ 6.03714323043823"
## [1] "2008-03-28 00:00:00 AAPL 100 @ 5.10750007629395"
## [1] "2008-06-25 00:00:00 AAPL -100 @ 6.33535718917847"
## [1] "2008-08-19 00:00:00 AAPL 100 @ 6.19750022888184"
## [1] "2008-09-09 00:00:00 AAPL -100 @ 5.41714286804199"
## [1] "2009-02-06 00:00:00 AAPL 100 @ 3.56142902374268"
## [1] "2009-03-04 00:00:00 AAPL -100 @ 3.25607109069824"
## [1] "2009-03-19 00:00:00 AAPL 100 @ 3.62928605079651"
## [1] "2009-12-14 00:00:00 AAPL -100 @ 7.03499984741211"
## [1] "2009-12-29 00:00:00 AAPL 100 @ 7.46785688400269"
## [1] "2010-02-03 00:00:00 AAPL -100 @ 7.11535692214966"
## [1] "2010-03-04 00:00:00 AAPL 100 @ 7.52535676956177"
## [1] "2010-07-14 00:00:00 AAPL -100 @ 9.0260705947876"
## [1] "2010-08-02 00:00:00 AAPL 100 @ 9.35178565979004"
## [1] "2010-08-17 00:00:00 AAPL -100 @ 8.99892902374268"
## [1] "2010-09-14 00:00:00 AAPL 100 @ 9.57357120513916"
## [1] "2011-03-21 00:00:00 AAPL -100 @ 12.1178569793701"
## [1] "2011-05-02 00:00:00 AAPL 100 @ 12.3671426773071"
## [1] "2011-05-20 00:00:00 AAPL -100 @ 11.9721431732178"
## [1] "2011-07-08 00:00:00 AAPL 100 @ 12.8467855453491"
## [1] "2011-10-12 00:00:00 AAPL -100 @ 14.3639287948608"
## [1] "2011-10-13 00:00:00 AAPL 100 @ 14.5867862701416"
## [1] "2011-11-16 00:00:00 AAPL -100 @ 13.7417860031128"
## [1] "2011-12-23 00:00:00 AAPL 100 @ 14.4046430587769"
## [1] "2012-05-08 00:00:00 AAPL -100 @ 20.292142868042"
## [1] "2012-06-19 00:00:00 AAPL 100 @ 20.9789295196533"
## [1] "2012-10-11 00:00:00 AAPL -100 @ 22.4321422576904"
## [1] "2013-05-09 00:00:00 AAPL 100 @ 16.3132133483887"
## [1] "2013-06-18 00:00:00 AAPL -100 @ 15.4203567504883"
## [1] "2013-07-25 00:00:00 AAPL 100 @ 15.6607141494751"
## [1] "2013-09-23 00:00:00 AAPL -100 @ 17.5228576660156"
## [1] "2013-10-01 00:00:00 AAPL 100 @ 17.4271430969238"
## [1] "2007-03-23 00:00:00 AAPL 100 @ 3.33999991416931"
## [1] "2007-08-28 00:00:00 AAPL -100 @ 4.52928590774536"
## [1] "2007-09-04 00:00:00 AAPL 100 @ 5.1485710144043"
## [1] "2008-01-22 00:00:00 AAPL -100 @ 5.55857086181641"
## [1] "2008-04-07 00:00:00 AAPL 100 @ 5.56750011444092"
## [1] "2008-07-08 00:00:00 AAPL -100 @ 6.41249990463257"
## [1] "2008-08-27 00:00:00 AAPL 100 @ 6.23821401596069"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-11 00:00:00 AAPL 100 @ 3.45785689353943"
## [1] "2009-03-09 00:00:00 AAPL -100 @ 2.96821403503418"
## [1] "2009-03-20 00:00:00 AAPL 100 @ 3.62821388244629"
## [1] "2010-02-09 00:00:00 AAPL -100 @ 7.00678586959839"
## [1] "2010-03-08 00:00:00 AAPL 100 @ 7.82428598403931"
## [1] "2010-07-22 00:00:00 AAPL -100 @ 9.25071430206299"
## [1] "2010-08-02 00:00:00 AAPL 100 @ 9.35178565979004"
## [1] "2010-08-19 00:00:00 AAPL -100 @ 8.92428588867188"
## [1] "2010-09-17 00:00:00 AAPL 100 @ 9.83464336395264"
## [1] "2011-04-06 00:00:00 AAPL -100 @ 12.0728569030762"
## [1] "2011-05-09 00:00:00 AAPL 100 @ 12.41428565979"
## [1] "2011-05-24 00:00:00 AAPL -100 @ 11.8639287948608"
## [1] "2011-07-13 00:00:00 AAPL 100 @ 12.7864294052124"
## [1] "2011-11-22 00:00:00 AAPL -100 @ 13.4467859268188"
## [1] "2011-12-29 00:00:00 AAPL 100 @ 14.4685707092285"
## [1] "2012-05-17 00:00:00 AAPL -100 @ 18.9328575134277"
## [1] "2012-06-26 00:00:00 AAPL 100 @ 20.4296436309814"
## [1] "2012-10-19 00:00:00 AAPL -100 @ 21.7800006866455"
## [1] "2013-05-15 00:00:00 AAPL 100 @ 15.3160705566406"
## [1] "2013-06-24 00:00:00 AAPL -100 @ 14.376428604126"
## [1] "2013-08-01 00:00:00 AAPL 100 @ 16.3099994659424"
## [1] "2007-03-22 00:00:00 AAPL 100 @ 3.3557140827179"
## [1] "2007-08-24 00:00:00 AAPL -100 @ 4.83214282989502"
## [1] "2007-09-05 00:00:00 AAPL 100 @ 4.88428592681885"
## [1] "2008-01-22 00:00:00 AAPL -100 @ 5.55857086181641"
## [1] "2008-04-04 00:00:00 AAPL 100 @ 5.46714305877686"
## [1] "2008-07-07 00:00:00 AAPL -100 @ 6.25571393966675"
## [1] "2008-08-26 00:00:00 AAPL 100 @ 6.20142889022827"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-11 00:00:00 AAPL 100 @ 3.45785689353943"
## [1] "2009-03-09 00:00:00 AAPL -100 @ 2.96821403503418"
## [1] "2009-03-20 00:00:00 AAPL 100 @ 3.62821388244629"
## [1] "2010-02-09 00:00:00 AAPL -100 @ 7.00678586959839"
## [1] "2010-03-08 00:00:00 AAPL 100 @ 7.82428598403931"
## [1] "2010-07-21 00:00:00 AAPL -100 @ 9.07999992370605"
## [1] "2010-08-03 00:00:00 AAPL 100 @ 9.35464286804199"
## [1] "2010-08-19 00:00:00 AAPL -100 @ 8.92428588867188"
## [1] "2010-09-17 00:00:00 AAPL 100 @ 9.83464336395264"
## [1] "2011-03-29 00:00:00 AAPL -100 @ 12.5342855453491"
## [1] "2011-05-06 00:00:00 AAPL 100 @ 12.3807144165039"
## [1] "2011-05-24 00:00:00 AAPL -100 @ 11.8639287948608"
## [1] "2011-07-13 00:00:00 AAPL 100 @ 12.7864294052124"
## [1] "2011-11-21 00:00:00 AAPL -100 @ 13.1789293289185"
## [1] "2011-12-29 00:00:00 AAPL 100 @ 14.4685707092285"
## [1] "2012-05-16 00:00:00 AAPL -100 @ 19.502857208252"
## [1] "2012-06-26 00:00:00 AAPL 100 @ 20.4296436309814"
## [1] "2012-10-18 00:00:00 AAPL -100 @ 22.5942859649658"
## [1] "2013-05-15 00:00:00 AAPL 100 @ 15.3160705566406"
## [1] "2013-06-21 00:00:00 AAPL -100 @ 14.7678565979004"
## [1] "2013-07-31 00:00:00 AAPL 100 @ 16.1617851257324"
## [1] "2007-03-26 00:00:00 AAPL 100 @ 3.42321395874023"
## [1] "2008-01-23 00:00:00 AAPL -100 @ 4.96678590774536"
## [1] "2008-04-08 00:00:00 AAPL 100 @ 5.45857095718384"
## [1] "2008-07-09 00:00:00 AAPL -100 @ 6.2232141494751"
## [1] "2008-08-27 00:00:00 AAPL 100 @ 6.23821401596069"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-12 00:00:00 AAPL 100 @ 3.54535698890686"
## [1] "2009-03-09 00:00:00 AAPL -100 @ 2.96821403503418"
## [1] "2009-03-20 00:00:00 AAPL 100 @ 3.62821388244629"
## [1] "2010-02-10 00:00:00 AAPL -100 @ 6.96857118606567"
## [1] "2010-03-08 00:00:00 AAPL 100 @ 7.82428598403931"
## [1] "2010-07-23 00:00:00 AAPL -100 @ 9.28357124328613"
## [1] "2010-07-29 00:00:00 AAPL 100 @ 9.21821403503418"
## [1] "2010-08-19 00:00:00 AAPL -100 @ 8.92428588867188"
## [1] "2010-09-17 00:00:00 AAPL 100 @ 9.83464336395264"
## [1] "2011-04-07 00:00:00 AAPL -100 @ 12.0742864608765"
## [1] "2011-05-09 00:00:00 AAPL 100 @ 12.41428565979"
## [1] "2011-05-24 00:00:00 AAPL -100 @ 11.8639287948608"
## [1] "2011-07-13 00:00:00 AAPL 100 @ 12.7864294052124"
## [1] "2011-11-22 00:00:00 AAPL -100 @ 13.4467859268188"
## [1] "2011-12-30 00:00:00 AAPL 100 @ 14.4642858505249"
## [1] "2012-05-18 00:00:00 AAPL -100 @ 18.9421424865723"
## [1] "2012-06-27 00:00:00 AAPL 100 @ 20.5178565979004"
## [1] "2012-10-22 00:00:00 AAPL -100 @ 22.643928527832"
## [1] "2013-05-16 00:00:00 AAPL 100 @ 15.5207138061523"
## [1] "2013-06-24 00:00:00 AAPL -100 @ 14.376428604126"
## [1] "2013-08-01 00:00:00 AAPL 100 @ 16.3099994659424"
## [1] "2007-03-23 00:00:00 AAPL 100 @ 3.33999991416931"
## [1] "2008-01-23 00:00:00 AAPL -100 @ 4.96678590774536"
## [1] "2008-04-07 00:00:00 AAPL 100 @ 5.56750011444092"
## [1] "2008-07-08 00:00:00 AAPL -100 @ 6.41249990463257"
## [1] "2008-08-27 00:00:00 AAPL 100 @ 6.23821401596069"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-12 00:00:00 AAPL 100 @ 3.54535698890686"
## [1] "2009-03-09 00:00:00 AAPL -100 @ 2.96821403503418"
## [1] "2009-03-20 00:00:00 AAPL 100 @ 3.62821388244629"
## [1] "2010-02-09 00:00:00 AAPL -100 @ 7.00678586959839"
## [1] "2010-03-08 00:00:00 AAPL 100 @ 7.82428598403931"
## [1] "2010-07-23 00:00:00 AAPL -100 @ 9.28357124328613"
## [1] "2010-07-30 00:00:00 AAPL 100 @ 9.1875"
## [1] "2010-08-19 00:00:00 AAPL -100 @ 8.92428588867188"
## [1] "2010-09-17 00:00:00 AAPL 100 @ 9.83464336395264"
## [1] "2011-04-07 00:00:00 AAPL -100 @ 12.0742864608765"
## [1] "2011-05-09 00:00:00 AAPL 100 @ 12.41428565979"
## [1] "2011-05-24 00:00:00 AAPL -100 @ 11.8639287948608"
## [1] "2011-07-13 00:00:00 AAPL 100 @ 12.7864294052124"
## [1] "2011-11-22 00:00:00 AAPL -100 @ 13.4467859268188"
## [1] "2011-12-30 00:00:00 AAPL 100 @ 14.4642858505249"
## [1] "2012-05-18 00:00:00 AAPL -100 @ 18.9421424865723"
## [1] "2012-06-27 00:00:00 AAPL 100 @ 20.5178565979004"
## [1] "2012-10-19 00:00:00 AAPL -100 @ 21.7800006866455"
## [1] "2013-05-16 00:00:00 AAPL 100 @ 15.5207138061523"
## [1] "2013-06-24 00:00:00 AAPL -100 @ 14.376428604126"
## [1] "2013-08-01 00:00:00 AAPL 100 @ 16.3099994659424"
## [1] "2007-03-26 00:00:00 AAPL 100 @ 3.42321395874023"
## [1] "2008-01-23 00:00:00 AAPL -100 @ 4.96678590774536"
## [1] "2008-04-08 00:00:00 AAPL 100 @ 5.45857095718384"
## [1] "2008-07-09 00:00:00 AAPL -100 @ 6.2232141494751"
## [1] "2008-08-27 00:00:00 AAPL 100 @ 6.23821401596069"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-12 00:00:00 AAPL 100 @ 3.54535698890686"
## [1] "2009-03-09 00:00:00 AAPL -100 @ 2.96821403503418"
## [1] "2009-03-20 00:00:00 AAPL 100 @ 3.62821388244629"
## [1] "2010-02-10 00:00:00 AAPL -100 @ 6.96857118606567"
## [1] "2010-03-08 00:00:00 AAPL 100 @ 7.82428598403931"
## [1] "2010-07-23 00:00:00 AAPL -100 @ 9.28357124328613"
## [1] "2010-07-29 00:00:00 AAPL 100 @ 9.21821403503418"
## [1] "2010-08-19 00:00:00 AAPL -100 @ 8.92428588867188"
## [1] "2010-09-17 00:00:00 AAPL 100 @ 9.83464336395264"
## [1] "2011-04-07 00:00:00 AAPL -100 @ 12.0742864608765"
## [1] "2011-05-09 00:00:00 AAPL 100 @ 12.41428565979"
## [1] "2011-05-24 00:00:00 AAPL -100 @ 11.8639287948608"
## [1] "2011-07-13 00:00:00 AAPL 100 @ 12.7864294052124"
## [1] "2011-11-22 00:00:00 AAPL -100 @ 13.4467859268188"
## [1] "2011-12-30 00:00:00 AAPL 100 @ 14.4642858505249"
## [1] "2012-05-18 00:00:00 AAPL -100 @ 18.9421424865723"
## [1] "2012-06-27 00:00:00 AAPL 100 @ 20.5178565979004"
## [1] "2012-10-22 00:00:00 AAPL -100 @ 22.643928527832"
## [1] "2013-05-16 00:00:00 AAPL 100 @ 15.5207138061523"
## [1] "2013-06-24 00:00:00 AAPL -100 @ 14.376428604126"
## [1] "2013-08-01 00:00:00 AAPL 100 @ 16.3099994659424"
## [1] "2007-03-19 00:00:00 AAPL 100 @ 3.25464296340942"
## [1] "2007-08-20 00:00:00 AAPL -100 @ 4.36499977111816"
## [1] "2007-09-06 00:00:00 AAPL 100 @ 4.82178592681885"
## [1] "2008-01-17 00:00:00 AAPL -100 @ 5.74607086181641"
## [1] "2008-04-01 00:00:00 AAPL 100 @ 5.34035682678223"
## [1] "2008-06-30 00:00:00 AAPL -100 @ 5.98000001907349"
## [1] "2008-08-21 00:00:00 AAPL 100 @ 6.22464323043823"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-09 00:00:00 AAPL 100 @ 3.66107106208801"
## [1] "2009-03-06 00:00:00 AAPL -100 @ 3.0464289188385"
## [1] "2009-03-19 00:00:00 AAPL 100 @ 3.62928605079651"
## [1] "2009-12-18 00:00:00 AAPL -100 @ 6.97964286804199"
## [1] "2009-12-29 00:00:00 AAPL 100 @ 7.46785688400269"
## [1] "2010-02-04 00:00:00 AAPL -100 @ 6.85892915725708"
## [1] "2010-03-05 00:00:00 AAPL 100 @ 7.81964302062988"
## [1] "2010-07-19 00:00:00 AAPL -100 @ 8.77071380615234"
## [1] "2010-08-03 00:00:00 AAPL 100 @ 9.35464286804199"
## [1] "2010-08-18 00:00:00 AAPL -100 @ 9.0382137298584"
## [1] "2010-09-15 00:00:00 AAPL 100 @ 9.65071392059326"
## [1] "2011-03-23 00:00:00 AAPL -100 @ 12.1139287948608"
## [1] "2011-05-04 00:00:00 AAPL 100 @ 12.4846429824829"
## [1] "2011-05-23 00:00:00 AAPL -100 @ 11.9428567886353"
## [1] "2011-07-11 00:00:00 AAPL 100 @ 12.6428565979004"
## [1] "2011-11-17 00:00:00 AAPL -100 @ 13.478928565979"
## [1] "2011-12-28 00:00:00 AAPL 100 @ 14.3800001144409"
## [1] "2012-05-10 00:00:00 AAPL -100 @ 20.3757133483887"
## [1] "2012-06-21 00:00:00 AAPL 100 @ 20.6310710906982"
## [1] "2012-10-15 00:00:00 AAPL -100 @ 22.6700000762939"
## [1] "2013-05-10 00:00:00 AAPL 100 @ 16.1774997711182"
## [1] "2013-06-20 00:00:00 AAPL -100 @ 14.8871431350708"
## [1] "2013-07-30 00:00:00 AAPL 100 @ 16.1900005340576"
## [1] "2007-03-20 00:00:00 AAPL 100 @ 3.26714301109314"
## [1] "2007-08-21 00:00:00 AAPL -100 @ 4.55607080459595"
## [1] "2007-09-06 00:00:00 AAPL 100 @ 4.82178592681885"
## [1] "2008-01-17 00:00:00 AAPL -100 @ 5.74607086181641"
## [1] "2008-04-02 00:00:00 AAPL 100 @ 5.26749992370605"
## [1] "2008-06-30 00:00:00 AAPL -100 @ 5.98000001907349"
## [1] "2008-08-22 00:00:00 AAPL 100 @ 6.31392908096313"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-09 00:00:00 AAPL 100 @ 3.66107106208801"
## [1] "2009-03-06 00:00:00 AAPL -100 @ 3.0464289188385"
## [1] "2009-03-19 00:00:00 AAPL 100 @ 3.62928605079651"
## [1] "2009-12-18 00:00:00 AAPL -100 @ 6.97964286804199"
## [1] "2009-12-28 00:00:00 AAPL 100 @ 7.55749988555908"
## [1] "2010-02-05 00:00:00 AAPL -100 @ 6.98071384429932"
## [1] "2010-03-05 00:00:00 AAPL 100 @ 7.81964302062988"
## [1] "2010-07-19 00:00:00 AAPL -100 @ 8.77071380615234"
## [1] "2010-08-04 00:00:00 AAPL 100 @ 9.39214324951172"
## [1] "2010-08-18 00:00:00 AAPL -100 @ 9.0382137298584"
## [1] "2010-09-16 00:00:00 AAPL 100 @ 9.8774995803833"
## [1] "2011-03-24 00:00:00 AAPL -100 @ 12.3203573226929"
## [1] "2011-05-05 00:00:00 AAPL 100 @ 12.3839292526245"
## [1] "2011-05-23 00:00:00 AAPL -100 @ 11.9428567886353"
## [1] "2011-07-11 00:00:00 AAPL 100 @ 12.6428565979004"
## [1] "2011-11-18 00:00:00 AAPL -100 @ 13.3907136917114"
## [1] "2011-12-28 00:00:00 AAPL 100 @ 14.3800001144409"
## [1] "2012-05-11 00:00:00 AAPL -100 @ 20.2396430969238"
## [1] "2012-06-22 00:00:00 AAPL 100 @ 20.78928565979"
## [1] "2012-10-15 00:00:00 AAPL -100 @ 22.6700000762939"
## [1] "2013-05-13 00:00:00 AAPL 100 @ 16.2407131195068"
## [1] "2013-06-20 00:00:00 AAPL -100 @ 14.8871431350708"
## [1] "2013-07-30 00:00:00 AAPL 100 @ 16.1900005340576"
## [1] "2007-03-22 00:00:00 AAPL 100 @ 3.3557140827179"
## [1] "2007-08-24 00:00:00 AAPL -100 @ 4.83214282989502"
## [1] "2007-09-05 00:00:00 AAPL 100 @ 4.88428592681885"
## [1] "2008-01-22 00:00:00 AAPL -100 @ 5.55857086181641"
## [1] "2008-04-04 00:00:00 AAPL 100 @ 5.46714305877686"
## [1] "2008-07-07 00:00:00 AAPL -100 @ 6.25571393966675"
## [1] "2008-08-26 00:00:00 AAPL 100 @ 6.20142889022827"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-11 00:00:00 AAPL 100 @ 3.45785689353943"
## [1] "2009-03-09 00:00:00 AAPL -100 @ 2.96821403503418"
## [1] "2009-03-20 00:00:00 AAPL 100 @ 3.62821388244629"
## [1] "2010-02-09 00:00:00 AAPL -100 @ 7.00678586959839"
## [1] "2010-03-08 00:00:00 AAPL 100 @ 7.82428598403931"
## [1] "2010-07-21 00:00:00 AAPL -100 @ 9.07999992370605"
## [1] "2010-08-03 00:00:00 AAPL 100 @ 9.35464286804199"
## [1] "2010-08-19 00:00:00 AAPL -100 @ 8.92428588867188"
## [1] "2010-09-17 00:00:00 AAPL 100 @ 9.83464336395264"
## [1] "2011-03-29 00:00:00 AAPL -100 @ 12.5342855453491"
## [1] "2011-05-06 00:00:00 AAPL 100 @ 12.3807144165039"
## [1] "2011-05-24 00:00:00 AAPL -100 @ 11.8639287948608"
## [1] "2011-07-13 00:00:00 AAPL 100 @ 12.7864294052124"
## [1] "2011-11-21 00:00:00 AAPL -100 @ 13.1789293289185"
## [1] "2011-12-29 00:00:00 AAPL 100 @ 14.4685707092285"
## [1] "2012-05-16 00:00:00 AAPL -100 @ 19.502857208252"
## [1] "2012-06-26 00:00:00 AAPL 100 @ 20.4296436309814"
## [1] "2012-10-18 00:00:00 AAPL -100 @ 22.5942859649658"
## [1] "2013-05-15 00:00:00 AAPL 100 @ 15.3160705566406"
## [1] "2013-06-21 00:00:00 AAPL -100 @ 14.7678565979004"
## [1] "2013-07-31 00:00:00 AAPL 100 @ 16.1617851257324"
## [1] "2007-03-27 00:00:00 AAPL 100 @ 3.40928602218628"
## [1] "2008-01-23 00:00:00 AAPL -100 @ 4.96678590774536"
## [1] "2008-04-08 00:00:00 AAPL 100 @ 5.45857095718384"
## [1] "2008-07-11 00:00:00 AAPL -100 @ 6.16357088088989"
## [1] "2008-08-28 00:00:00 AAPL 100 @ 6.20499992370605"
## [1] "2008-09-09 00:00:00 AAPL -100 @ 5.41714286804199"
## [1] "2009-02-13 00:00:00 AAPL 100 @ 3.54142904281616"
## [1] "2009-03-09 00:00:00 AAPL -100 @ 2.96821403503418"
## [1] "2009-03-20 00:00:00 AAPL 100 @ 3.62821388244629"
## [1] "2010-02-10 00:00:00 AAPL -100 @ 6.96857118606567"
## [1] "2010-03-08 00:00:00 AAPL 100 @ 7.82428598403931"
## [1] "2010-08-20 00:00:00 AAPL -100 @ 8.91571426391602"
## [1] "2010-09-17 00:00:00 AAPL 100 @ 9.83464336395264"
## [1] "2011-04-08 00:00:00 AAPL -100 @ 11.9664287567139"
## [1] "2011-05-09 00:00:00 AAPL 100 @ 12.41428565979"
## [1] "2011-05-24 00:00:00 AAPL -100 @ 11.8639287948608"
## [1] "2011-07-14 00:00:00 AAPL 100 @ 12.7775001525879"
## [1] "2011-11-23 00:00:00 AAPL -100 @ 13.106785774231"
## [1] "2011-12-30 00:00:00 AAPL 100 @ 14.4642858505249"
## [1] "2012-05-21 00:00:00 AAPL -100 @ 20.0457134246826"
## [1] "2012-06-27 00:00:00 AAPL 100 @ 20.5178565979004"
## [1] "2012-10-22 00:00:00 AAPL -100 @ 22.643928527832"
## [1] "2013-05-17 00:00:00 AAPL 100 @ 15.4735708236694"
## [1] "2013-06-24 00:00:00 AAPL -100 @ 14.376428604126"
## [1] "2013-08-02 00:00:00 AAPL 100 @ 16.5192852020264"
## [1] "=== testing param.combo 14 on 2014-01-02/2014-05-30"
## nFAST nSLOW
## 14 5 7
## [1] "2014-01-15 00:00:00 AAPL -100 @ 19.9057140350342"
## [1] "2014-01-27 00:00:00 AAPL 100 @ 19.6607131958008"
## [1] "2014-01-29 00:00:00 AAPL -100 @ 17.8839282989502"
## [1] "2014-03-25 00:00:00 AAPL 100 @ 19.4639282226562"
## [1] "2014-04-14 00:00:00 AAPL -100 @ 18.6314296722412"
## [1] "2014-04-28 00:00:00 AAPL 100 @ 21.2175006866455"
## [1] "2007-03-16 00:00:00 AAPL 100 @ 3.19964289665222"
## [1] "2007-08-17 00:00:00 AAPL -100 @ 4.35928583145142"
## [1] "2007-09-05 00:00:00 AAPL 100 @ 4.88428592681885"
## [1] "2008-01-16 00:00:00 AAPL -100 @ 5.70142889022827"
## [1] "2008-03-31 00:00:00 AAPL 100 @ 5.125"
## [1] "2008-06-26 00:00:00 AAPL -100 @ 6.00928592681885"
## [1] "2008-08-20 00:00:00 AAPL 100 @ 6.28000020980835"
## [1] "2008-09-09 00:00:00 AAPL -100 @ 5.41714286804199"
## [1] "2009-02-06 00:00:00 AAPL 100 @ 3.56142902374268"
## [1] "2009-03-04 00:00:00 AAPL -100 @ 3.25607109069824"
## [1] "2009-03-19 00:00:00 AAPL 100 @ 3.62928605079651"
## [1] "2009-12-15 00:00:00 AAPL -100 @ 6.93464279174805"
## [1] "2009-12-29 00:00:00 AAPL 100 @ 7.46785688400269"
## [1] "2010-02-03 00:00:00 AAPL -100 @ 7.11535692214966"
## [1] "2010-03-04 00:00:00 AAPL 100 @ 7.52535676956177"
## [1] "2010-07-16 00:00:00 AAPL -100 @ 8.92500019073486"
## [1] "2010-08-03 00:00:00 AAPL 100 @ 9.35464286804199"
## [1] "2010-08-17 00:00:00 AAPL -100 @ 8.99892902374268"
## [1] "2010-09-15 00:00:00 AAPL 100 @ 9.65071392059326"
## [1] "2011-03-22 00:00:00 AAPL -100 @ 12.1857137680054"
## [1] "2011-05-03 00:00:00 AAPL 100 @ 12.4357137680054"
## [1] "2011-05-23 00:00:00 AAPL -100 @ 11.9428567886353"
## [1] "2011-07-11 00:00:00 AAPL 100 @ 12.6428565979004"
## [1] "2011-11-16 00:00:00 AAPL -100 @ 13.7417860031128"
## [1] "2011-12-27 00:00:00 AAPL 100 @ 14.518928527832"
## [1] "2012-05-09 00:00:00 AAPL -100 @ 20.3278560638428"
## [1] "2012-06-20 00:00:00 AAPL 100 @ 20.9192867279053"
## [1] "2012-10-12 00:00:00 AAPL -100 @ 22.4896430969238"
## [1] "2013-05-09 00:00:00 AAPL 100 @ 16.3132133483887"
## [1] "2013-06-19 00:00:00 AAPL -100 @ 15.1071434020996"
## [1] "2013-07-26 00:00:00 AAPL 100 @ 15.7496433258057"
## [1] "2014-01-22 00:00:00 AAPL -100 @ 19.6967868804932"
## [1] "2014-01-24 00:00:00 AAPL 100 @ 19.5025005340576"
## [1] "2014-01-29 00:00:00 AAPL -100 @ 17.8839282989502"
## [1] "2014-03-26 00:00:00 AAPL 100 @ 19.2778568267822"
## [1] "2014-04-15 00:00:00 AAPL -100 @ 18.498571395874"
## [1] "2014-04-29 00:00:00 AAPL 100 @ 21.1546421051025"
## [1] "2007-03-26 00:00:00 AAPL 100 @ 3.42321395874023"
## [1] "2008-01-23 00:00:00 AAPL -100 @ 4.96678590774536"
## [1] "2008-04-08 00:00:00 AAPL 100 @ 5.45857095718384"
## [1] "2008-07-10 00:00:00 AAPL -100 @ 6.30821418762207"
## [1] "2008-08-28 00:00:00 AAPL 100 @ 6.20499992370605"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-12 00:00:00 AAPL 100 @ 3.54535698890686"
## [1] "2009-03-09 00:00:00 AAPL -100 @ 2.96821403503418"
## [1] "2009-03-20 00:00:00 AAPL 100 @ 3.62821388244629"
## [1] "2010-02-10 00:00:00 AAPL -100 @ 6.96857118606567"
## [1] "2010-03-08 00:00:00 AAPL 100 @ 7.82428598403931"
## [1] "2010-07-27 00:00:00 AAPL -100 @ 9.43142890930176"
## [1] "2010-07-28 00:00:00 AAPL 100 @ 9.31999969482422"
## [1] "2010-08-19 00:00:00 AAPL -100 @ 8.92428588867188"
## [1] "2010-09-17 00:00:00 AAPL 100 @ 9.83464336395264"
## [1] "2011-04-08 00:00:00 AAPL -100 @ 11.9664287567139"
## [1] "2011-05-09 00:00:00 AAPL 100 @ 12.41428565979"
## [1] "2011-05-24 00:00:00 AAPL -100 @ 11.8639287948608"
## [1] "2011-07-13 00:00:00 AAPL 100 @ 12.7864294052124"
## [1] "2011-11-22 00:00:00 AAPL -100 @ 13.4467859268188"
## [1] "2011-12-30 00:00:00 AAPL 100 @ 14.4642858505249"
## [1] "2012-05-21 00:00:00 AAPL -100 @ 20.0457134246826"
## [1] "2012-06-27 00:00:00 AAPL 100 @ 20.5178565979004"
## [1] "2012-10-22 00:00:00 AAPL -100 @ 22.643928527832"
## [1] "2013-05-17 00:00:00 AAPL 100 @ 15.4735708236694"
## [1] "2013-06-24 00:00:00 AAPL -100 @ 14.376428604126"
## [1] "2013-08-01 00:00:00 AAPL 100 @ 16.3099994659424"
## [1] "2014-02-03 00:00:00 AAPL -100 @ 17.9117851257324"
## [1] "2014-04-01 00:00:00 AAPL 100 @ 19.3446426391602"
## [1] "2014-04-16 00:00:00 AAPL -100 @ 18.5360717773438"
## [1] "2014-04-29 00:00:00 AAPL 100 @ 21.1546421051025"
## [1] "2007-03-15 00:00:00 AAPL 100 @ 3.19892907142639"
## [1] "2007-08-17 00:00:00 AAPL -100 @ 4.35928583145142"
## [1] "2007-09-05 00:00:00 AAPL 100 @ 4.88428592681885"
## [1] "2008-01-16 00:00:00 AAPL -100 @ 5.70142889022827"
## [1] "2008-03-28 00:00:00 AAPL 100 @ 5.10750007629395"
## [1] "2008-06-26 00:00:00 AAPL -100 @ 6.00928592681885"
## [1] "2008-08-19 00:00:00 AAPL 100 @ 6.19750022888184"
## [1] "2008-09-09 00:00:00 AAPL -100 @ 5.41714286804199"
## [1] "2009-02-06 00:00:00 AAPL 100 @ 3.56142902374268"
## [1] "2009-03-04 00:00:00 AAPL -100 @ 3.25607109069824"
## [1] "2009-03-19 00:00:00 AAPL 100 @ 3.62928605079651"
## [1] "2009-12-14 00:00:00 AAPL -100 @ 7.03499984741211"
## [1] "2009-12-29 00:00:00 AAPL 100 @ 7.46785688400269"
## [1] "2010-02-03 00:00:00 AAPL -100 @ 7.11535692214966"
## [1] "2010-03-04 00:00:00 AAPL 100 @ 7.52535676956177"
## [1] "2010-07-15 00:00:00 AAPL -100 @ 8.98035717010498"
## [1] "2010-08-03 00:00:00 AAPL 100 @ 9.35464286804199"
## [1] "2010-08-17 00:00:00 AAPL -100 @ 8.99892902374268"
## [1] "2010-09-14 00:00:00 AAPL 100 @ 9.57357120513916"
## [1] "2011-03-22 00:00:00 AAPL -100 @ 12.1857137680054"
## [1] "2011-05-02 00:00:00 AAPL 100 @ 12.3671426773071"
## [1] "2011-05-20 00:00:00 AAPL -100 @ 11.9721431732178"
## [1] "2011-07-08 00:00:00 AAPL 100 @ 12.8467855453491"
## [1] "2011-11-16 00:00:00 AAPL -100 @ 13.7417860031128"
## [1] "2011-12-27 00:00:00 AAPL 100 @ 14.518928527832"
## [1] "2012-05-08 00:00:00 AAPL -100 @ 20.292142868042"
## [1] "2012-06-20 00:00:00 AAPL 100 @ 20.9192867279053"
## [1] "2012-10-11 00:00:00 AAPL -100 @ 22.4321422576904"
## [1] "2013-05-09 00:00:00 AAPL 100 @ 16.3132133483887"
## [1] "2013-06-19 00:00:00 AAPL -100 @ 15.1071434020996"
## [1] "2013-07-26 00:00:00 AAPL 100 @ 15.7496433258057"
## [1] "2013-09-24 00:00:00 AAPL -100 @ 17.4678573608398"
## [1] "2013-09-30 00:00:00 AAPL 100 @ 17.0267868041992"
## [1] "2014-01-16 00:00:00 AAPL -100 @ 19.7946434020996"
## [1] "2014-01-27 00:00:00 AAPL 100 @ 19.6607131958008"
## [1] "2014-01-29 00:00:00 AAPL -100 @ 17.8839282989502"
## [1] "2014-03-25 00:00:00 AAPL 100 @ 19.4639282226562"
## [1] "2014-04-14 00:00:00 AAPL -100 @ 18.6314296722412"
## [1] "2014-04-29 00:00:00 AAPL 100 @ 21.1546421051025"
## [1] "2007-03-16 00:00:00 AAPL 100 @ 3.19964289665222"
## [1] "2007-08-20 00:00:00 AAPL -100 @ 4.36499977111816"
## [1] "2007-09-05 00:00:00 AAPL 100 @ 4.88428592681885"
## [1] "2008-01-17 00:00:00 AAPL -100 @ 5.74607086181641"
## [1] "2008-03-31 00:00:00 AAPL 100 @ 5.125"
## [1] "2008-06-27 00:00:00 AAPL -100 @ 6.0746431350708"
## [1] "2008-08-20 00:00:00 AAPL 100 @ 6.28000020980835"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-09 00:00:00 AAPL 100 @ 3.66107106208801"
## [1] "2009-03-05 00:00:00 AAPL -100 @ 3.17285704612732"
## [1] "2009-03-19 00:00:00 AAPL 100 @ 3.62928605079651"
## [1] "2009-12-16 00:00:00 AAPL -100 @ 6.96535682678223"
## [1] "2009-12-29 00:00:00 AAPL 100 @ 7.46785688400269"
## [1] "2010-02-04 00:00:00 AAPL -100 @ 6.85892915725708"
## [1] "2010-03-04 00:00:00 AAPL 100 @ 7.52535676956177"
## [1] "2010-07-16 00:00:00 AAPL -100 @ 8.92500019073486"
## [1] "2010-08-03 00:00:00 AAPL 100 @ 9.35464286804199"
## [1] "2010-08-18 00:00:00 AAPL -100 @ 9.0382137298584"
## [1] "2010-09-15 00:00:00 AAPL 100 @ 9.65071392059326"
## [1] "2011-03-22 00:00:00 AAPL -100 @ 12.1857137680054"
## [1] "2011-05-03 00:00:00 AAPL 100 @ 12.4357137680054"
## [1] "2011-05-23 00:00:00 AAPL -100 @ 11.9428567886353"
## [1] "2011-07-11 00:00:00 AAPL 100 @ 12.6428565979004"
## [1] "2011-11-17 00:00:00 AAPL -100 @ 13.478928565979"
## [1] "2011-12-27 00:00:00 AAPL 100 @ 14.518928527832"
## [1] "2012-05-09 00:00:00 AAPL -100 @ 20.3278560638428"
## [1] "2012-06-20 00:00:00 AAPL 100 @ 20.9192867279053"
## [1] "2012-10-12 00:00:00 AAPL -100 @ 22.4896430969238"
## [1] "2013-05-10 00:00:00 AAPL 100 @ 16.1774997711182"
## [1] "2013-06-19 00:00:00 AAPL -100 @ 15.1071434020996"
## [1] "2013-07-29 00:00:00 AAPL 100 @ 15.9925003051758"
## [1] "2014-01-29 00:00:00 AAPL -100 @ 17.8839282989502"
## [1] "2014-03-26 00:00:00 AAPL 100 @ 19.2778568267822"
## [1] "2014-04-15 00:00:00 AAPL -100 @ 18.498571395874"
## [1] "2014-04-29 00:00:00 AAPL 100 @ 21.1546421051025"
## [1] "2007-03-19 00:00:00 AAPL 100 @ 3.25464296340942"
## [1] "2007-08-20 00:00:00 AAPL -100 @ 4.36499977111816"
## [1] "2007-09-06 00:00:00 AAPL 100 @ 4.82178592681885"
## [1] "2008-01-17 00:00:00 AAPL -100 @ 5.74607086181641"
## [1] "2008-04-01 00:00:00 AAPL 100 @ 5.34035682678223"
## [1] "2008-06-30 00:00:00 AAPL -100 @ 5.98000001907349"
## [1] "2008-08-21 00:00:00 AAPL 100 @ 6.22464323043823"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-09 00:00:00 AAPL 100 @ 3.66107106208801"
## [1] "2009-03-06 00:00:00 AAPL -100 @ 3.0464289188385"
## [1] "2009-03-19 00:00:00 AAPL 100 @ 3.62928605079651"
## [1] "2009-12-18 00:00:00 AAPL -100 @ 6.97964286804199"
## [1] "2009-12-29 00:00:00 AAPL 100 @ 7.46785688400269"
## [1] "2010-02-04 00:00:00 AAPL -100 @ 6.85892915725708"
## [1] "2010-03-05 00:00:00 AAPL 100 @ 7.81964302062988"
## [1] "2010-07-19 00:00:00 AAPL -100 @ 8.77071380615234"
## [1] "2010-08-03 00:00:00 AAPL 100 @ 9.35464286804199"
## [1] "2010-08-18 00:00:00 AAPL -100 @ 9.0382137298584"
## [1] "2010-09-15 00:00:00 AAPL 100 @ 9.65071392059326"
## [1] "2011-03-23 00:00:00 AAPL -100 @ 12.1139287948608"
## [1] "2011-05-04 00:00:00 AAPL 100 @ 12.4846429824829"
## [1] "2011-05-23 00:00:00 AAPL -100 @ 11.9428567886353"
## [1] "2011-07-11 00:00:00 AAPL 100 @ 12.6428565979004"
## [1] "2011-11-17 00:00:00 AAPL -100 @ 13.478928565979"
## [1] "2011-12-28 00:00:00 AAPL 100 @ 14.3800001144409"
## [1] "2012-05-10 00:00:00 AAPL -100 @ 20.3757133483887"
## [1] "2012-06-21 00:00:00 AAPL 100 @ 20.6310710906982"
## [1] "2012-10-15 00:00:00 AAPL -100 @ 22.6700000762939"
## [1] "2013-05-10 00:00:00 AAPL 100 @ 16.1774997711182"
## [1] "2013-06-20 00:00:00 AAPL -100 @ 14.8871431350708"
## [1] "2013-07-30 00:00:00 AAPL 100 @ 16.1900005340576"
## [1] "2014-01-29 00:00:00 AAPL -100 @ 17.8839282989502"
## [1] "2014-03-26 00:00:00 AAPL 100 @ 19.2778568267822"
## [1] "2014-04-15 00:00:00 AAPL -100 @ 18.498571395874"
## [1] "2014-04-29 00:00:00 AAPL 100 @ 21.1546421051025"
## [1] "2007-03-22 00:00:00 AAPL 100 @ 3.3557140827179"
## [1] "2007-08-23 00:00:00 AAPL -100 @ 4.68107080459595"
## [1] "2007-09-05 00:00:00 AAPL 100 @ 4.88428592681885"
## [1] "2008-01-22 00:00:00 AAPL -100 @ 5.55857086181641"
## [1] "2008-04-04 00:00:00 AAPL 100 @ 5.46714305877686"
## [1] "2008-07-03 00:00:00 AAPL -100 @ 6.07571411132812"
## [1] "2008-08-26 00:00:00 AAPL 100 @ 6.20142889022827"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-11 00:00:00 AAPL 100 @ 3.45785689353943"
## [1] "2009-03-09 00:00:00 AAPL -100 @ 2.96821403503418"
## [1] "2009-03-20 00:00:00 AAPL 100 @ 3.62821388244629"
## [1] "2010-02-08 00:00:00 AAPL -100 @ 6.93285703659058"
## [1] "2010-03-08 00:00:00 AAPL 100 @ 7.82428598403931"
## [1] "2010-07-21 00:00:00 AAPL -100 @ 9.07999992370605"
## [1] "2010-08-03 00:00:00 AAPL 100 @ 9.35464286804199"
## [1] "2010-08-19 00:00:00 AAPL -100 @ 8.92428588867188"
## [1] "2010-09-16 00:00:00 AAPL 100 @ 9.8774995803833"
## [1] "2011-03-28 00:00:00 AAPL -100 @ 12.5157136917114"
## [1] "2011-05-06 00:00:00 AAPL 100 @ 12.3807144165039"
## [1] "2011-05-24 00:00:00 AAPL -100 @ 11.8639287948608"
## [1] "2011-07-12 00:00:00 AAPL 100 @ 12.6339292526245"
## [1] "2011-11-21 00:00:00 AAPL -100 @ 13.1789293289185"
## [1] "2011-12-29 00:00:00 AAPL 100 @ 14.4685707092285"
## [1] "2012-05-16 00:00:00 AAPL -100 @ 19.502857208252"
## [1] "2012-06-25 00:00:00 AAPL 100 @ 20.3846435546875"
## [1] "2012-10-17 00:00:00 AAPL -100 @ 23.021785736084"
## [1] "2013-05-14 00:00:00 AAPL 100 @ 15.8521432876587"
## [1] "2013-06-21 00:00:00 AAPL -100 @ 14.7678565979004"
## [1] "2013-07-31 00:00:00 AAPL 100 @ 16.1617851257324"
## [1] "2014-01-31 00:00:00 AAPL -100 @ 17.8785705566406"
## [1] "2014-03-28 00:00:00 AAPL 100 @ 19.1735706329346"
## [1] "2014-04-16 00:00:00 AAPL -100 @ 18.5360717773438"
## [1] "2014-04-29 00:00:00 AAPL 100 @ 21.1546421051025"
## [1] "2007-03-23 00:00:00 AAPL 100 @ 3.33999991416931"
## [1] "2008-01-23 00:00:00 AAPL -100 @ 4.96678590774536"
## [1] "2008-04-07 00:00:00 AAPL 100 @ 5.56750011444092"
## [1] "2008-07-08 00:00:00 AAPL -100 @ 6.41249990463257"
## [1] "2008-08-27 00:00:00 AAPL 100 @ 6.23821401596069"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-12 00:00:00 AAPL 100 @ 3.54535698890686"
## [1] "2009-03-09 00:00:00 AAPL -100 @ 2.96821403503418"
## [1] "2009-03-20 00:00:00 AAPL 100 @ 3.62821388244629"
## [1] "2010-02-09 00:00:00 AAPL -100 @ 7.00678586959839"
## [1] "2010-03-08 00:00:00 AAPL 100 @ 7.82428598403931"
## [1] "2010-07-23 00:00:00 AAPL -100 @ 9.28357124328613"
## [1] "2010-07-30 00:00:00 AAPL 100 @ 9.1875"
## [1] "2010-08-19 00:00:00 AAPL -100 @ 8.92428588867188"
## [1] "2010-09-17 00:00:00 AAPL 100 @ 9.83464336395264"
## [1] "2011-04-07 00:00:00 AAPL -100 @ 12.0742864608765"
## [1] "2011-05-09 00:00:00 AAPL 100 @ 12.41428565979"
## [1] "2011-05-24 00:00:00 AAPL -100 @ 11.8639287948608"
## [1] "2011-07-13 00:00:00 AAPL 100 @ 12.7864294052124"
## [1] "2011-11-22 00:00:00 AAPL -100 @ 13.4467859268188"
## [1] "2011-12-30 00:00:00 AAPL 100 @ 14.4642858505249"
## [1] "2012-05-18 00:00:00 AAPL -100 @ 18.9421424865723"
## [1] "2012-06-27 00:00:00 AAPL 100 @ 20.5178565979004"
## [1] "2012-10-19 00:00:00 AAPL -100 @ 21.7800006866455"
## [1] "2013-05-16 00:00:00 AAPL 100 @ 15.5207138061523"
## [1] "2013-06-24 00:00:00 AAPL -100 @ 14.376428604126"
## [1] "2013-08-01 00:00:00 AAPL 100 @ 16.3099994659424"
## [1] "2014-01-31 00:00:00 AAPL -100 @ 17.8785705566406"
## [1] "2014-03-31 00:00:00 AAPL 100 @ 19.1692867279053"
## [1] "2014-04-16 00:00:00 AAPL -100 @ 18.5360717773438"
## [1] "2014-04-29 00:00:00 AAPL 100 @ 21.1546421051025"
## [1] "2007-03-22 00:00:00 AAPL 100 @ 3.3557140827179"
## [1] "2007-08-24 00:00:00 AAPL -100 @ 4.83214282989502"
## [1] "2007-09-05 00:00:00 AAPL 100 @ 4.88428592681885"
## [1] "2008-01-22 00:00:00 AAPL -100 @ 5.55857086181641"
## [1] "2008-04-04 00:00:00 AAPL 100 @ 5.46714305877686"
## [1] "2008-07-07 00:00:00 AAPL -100 @ 6.25571393966675"
## [1] "2008-08-26 00:00:00 AAPL 100 @ 6.20142889022827"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-11 00:00:00 AAPL 100 @ 3.45785689353943"
## [1] "2009-03-09 00:00:00 AAPL -100 @ 2.96821403503418"
## [1] "2009-03-20 00:00:00 AAPL 100 @ 3.62821388244629"
## [1] "2010-02-09 00:00:00 AAPL -100 @ 7.00678586959839"
## [1] "2010-03-08 00:00:00 AAPL 100 @ 7.82428598403931"
## [1] "2010-07-21 00:00:00 AAPL -100 @ 9.07999992370605"
## [1] "2010-08-03 00:00:00 AAPL 100 @ 9.35464286804199"
## [1] "2010-08-19 00:00:00 AAPL -100 @ 8.92428588867188"
## [1] "2010-09-17 00:00:00 AAPL 100 @ 9.83464336395264"
## [1] "2011-03-29 00:00:00 AAPL -100 @ 12.5342855453491"
## [1] "2011-05-06 00:00:00 AAPL 100 @ 12.3807144165039"
## [1] "2011-05-24 00:00:00 AAPL -100 @ 11.8639287948608"
## [1] "2011-07-13 00:00:00 AAPL 100 @ 12.7864294052124"
## [1] "2011-11-21 00:00:00 AAPL -100 @ 13.1789293289185"
## [1] "2011-12-29 00:00:00 AAPL 100 @ 14.4685707092285"
## [1] "2012-05-16 00:00:00 AAPL -100 @ 19.502857208252"
## [1] "2012-06-26 00:00:00 AAPL 100 @ 20.4296436309814"
## [1] "2012-10-18 00:00:00 AAPL -100 @ 22.5942859649658"
## [1] "2013-05-15 00:00:00 AAPL 100 @ 15.3160705566406"
## [1] "2013-06-21 00:00:00 AAPL -100 @ 14.7678565979004"
## [1] "2013-07-31 00:00:00 AAPL 100 @ 16.1617851257324"
## [1] "2014-01-31 00:00:00 AAPL -100 @ 17.8785705566406"
## [1] "2014-03-28 00:00:00 AAPL 100 @ 19.1735706329346"
## [1] "2014-04-16 00:00:00 AAPL -100 @ 18.5360717773438"
## [1] "2014-04-29 00:00:00 AAPL 100 @ 21.1546421051025"
## [1] "2007-03-23 00:00:00 AAPL 100 @ 3.33999991416931"
## [1] "2007-08-27 00:00:00 AAPL -100 @ 4.7232141494751"
## [1] "2007-09-05 00:00:00 AAPL 100 @ 4.88428592681885"
## [1] "2008-01-22 00:00:00 AAPL -100 @ 5.55857086181641"
## [1] "2008-04-07 00:00:00 AAPL 100 @ 5.56750011444092"
## [1] "2008-07-07 00:00:00 AAPL -100 @ 6.25571393966675"
## [1] "2008-08-26 00:00:00 AAPL 100 @ 6.20142889022827"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-11 00:00:00 AAPL 100 @ 3.45785689353943"
## [1] "2009-03-09 00:00:00 AAPL -100 @ 2.96821403503418"
## [1] "2009-03-20 00:00:00 AAPL 100 @ 3.62821388244629"
## [1] "2010-02-09 00:00:00 AAPL -100 @ 7.00678586959839"
## [1] "2010-03-08 00:00:00 AAPL 100 @ 7.82428598403931"
## [1] "2010-07-22 00:00:00 AAPL -100 @ 9.25071430206299"
## [1] "2010-08-03 00:00:00 AAPL 100 @ 9.35464286804199"
## [1] "2010-08-19 00:00:00 AAPL -100 @ 8.92428588867188"
## [1] "2010-09-17 00:00:00 AAPL 100 @ 9.83464336395264"
## [1] "2011-04-05 00:00:00 AAPL -100 @ 12.103214263916"
## [1] "2011-05-06 00:00:00 AAPL 100 @ 12.3807144165039"
## [1] "2011-05-24 00:00:00 AAPL -100 @ 11.8639287948608"
## [1] "2011-07-13 00:00:00 AAPL 100 @ 12.7864294052124"
## [1] "2011-11-22 00:00:00 AAPL -100 @ 13.4467859268188"
## [1] "2011-12-29 00:00:00 AAPL 100 @ 14.4685707092285"
## [1] "2012-05-17 00:00:00 AAPL -100 @ 18.9328575134277"
## [1] "2012-06-26 00:00:00 AAPL 100 @ 20.4296436309814"
## [1] "2012-10-18 00:00:00 AAPL -100 @ 22.5942859649658"
## [1] "2013-05-15 00:00:00 AAPL 100 @ 15.3160705566406"
## [1] "2013-06-21 00:00:00 AAPL -100 @ 14.7678565979004"
## [1] "2013-08-01 00:00:00 AAPL 100 @ 16.3099994659424"
## [1] "2014-01-31 00:00:00 AAPL -100 @ 17.8785705566406"
## [1] "2014-03-28 00:00:00 AAPL 100 @ 19.1735706329346"
## [1] "2014-04-16 00:00:00 AAPL -100 @ 18.5360717773438"
## [1] "2014-04-29 00:00:00 AAPL 100 @ 21.1546421051025"
## [1] "2007-03-16 00:00:00 AAPL 100 @ 3.19964289665222"
## [1] "2007-08-20 00:00:00 AAPL -100 @ 4.36499977111816"
## [1] "2007-09-05 00:00:00 AAPL 100 @ 4.88428592681885"
## [1] "2008-01-17 00:00:00 AAPL -100 @ 5.74607086181641"
## [1] "2008-03-31 00:00:00 AAPL 100 @ 5.125"
## [1] "2008-06-27 00:00:00 AAPL -100 @ 6.0746431350708"
## [1] "2008-08-20 00:00:00 AAPL 100 @ 6.28000020980835"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-09 00:00:00 AAPL 100 @ 3.66107106208801"
## [1] "2009-03-05 00:00:00 AAPL -100 @ 3.17285704612732"
## [1] "2009-03-19 00:00:00 AAPL 100 @ 3.62928605079651"
## [1] "2009-12-16 00:00:00 AAPL -100 @ 6.96535682678223"
## [1] "2009-12-29 00:00:00 AAPL 100 @ 7.46785688400269"
## [1] "2010-02-04 00:00:00 AAPL -100 @ 6.85892915725708"
## [1] "2010-03-04 00:00:00 AAPL 100 @ 7.52535676956177"
## [1] "2010-07-16 00:00:00 AAPL -100 @ 8.92500019073486"
## [1] "2010-08-03 00:00:00 AAPL 100 @ 9.35464286804199"
## [1] "2010-08-18 00:00:00 AAPL -100 @ 9.0382137298584"
## [1] "2010-09-15 00:00:00 AAPL 100 @ 9.65071392059326"
## [1] "2011-03-22 00:00:00 AAPL -100 @ 12.1857137680054"
## [1] "2011-05-03 00:00:00 AAPL 100 @ 12.4357137680054"
## [1] "2011-05-23 00:00:00 AAPL -100 @ 11.9428567886353"
## [1] "2011-07-11 00:00:00 AAPL 100 @ 12.6428565979004"
## [1] "2011-11-17 00:00:00 AAPL -100 @ 13.478928565979"
## [1] "2011-12-27 00:00:00 AAPL 100 @ 14.518928527832"
## [1] "2012-05-09 00:00:00 AAPL -100 @ 20.3278560638428"
## [1] "2012-06-20 00:00:00 AAPL 100 @ 20.9192867279053"
## [1] "2012-10-12 00:00:00 AAPL -100 @ 22.4896430969238"
## [1] "2013-05-10 00:00:00 AAPL 100 @ 16.1774997711182"
## [1] "2013-06-19 00:00:00 AAPL -100 @ 15.1071434020996"
## [1] "2013-07-29 00:00:00 AAPL 100 @ 15.9925003051758"
## [1] "2014-01-29 00:00:00 AAPL -100 @ 17.8839282989502"
## [1] "2014-03-26 00:00:00 AAPL 100 @ 19.2778568267822"
## [1] "2014-04-15 00:00:00 AAPL -100 @ 18.498571395874"
## [1] "2014-04-29 00:00:00 AAPL 100 @ 21.1546421051025"
## [1] "2007-03-27 00:00:00 AAPL 100 @ 3.40928602218628"
## [1] "2008-01-23 00:00:00 AAPL -100 @ 4.96678590774536"
## [1] "2008-04-08 00:00:00 AAPL 100 @ 5.45857095718384"
## [1] "2008-07-11 00:00:00 AAPL -100 @ 6.16357088088989"
## [1] "2008-08-28 00:00:00 AAPL 100 @ 6.20499992370605"
## [1] "2008-09-09 00:00:00 AAPL -100 @ 5.41714286804199"
## [1] "2009-02-13 00:00:00 AAPL 100 @ 3.54142904281616"
## [1] "2009-03-09 00:00:00 AAPL -100 @ 2.96821403503418"
## [1] "2009-03-20 00:00:00 AAPL 100 @ 3.62821388244629"
## [1] "2010-02-10 00:00:00 AAPL -100 @ 6.96857118606567"
## [1] "2010-03-08 00:00:00 AAPL 100 @ 7.82428598403931"
## [1] "2010-08-20 00:00:00 AAPL -100 @ 8.91571426391602"
## [1] "2010-09-17 00:00:00 AAPL 100 @ 9.83464336395264"
## [1] "2011-04-08 00:00:00 AAPL -100 @ 11.9664287567139"
## [1] "2011-05-09 00:00:00 AAPL 100 @ 12.41428565979"
## [1] "2011-05-24 00:00:00 AAPL -100 @ 11.8639287948608"
## [1] "2011-07-14 00:00:00 AAPL 100 @ 12.7775001525879"
## [1] "2011-11-23 00:00:00 AAPL -100 @ 13.106785774231"
## [1] "2011-12-30 00:00:00 AAPL 100 @ 14.4642858505249"
## [1] "2012-05-21 00:00:00 AAPL -100 @ 20.0457134246826"
## [1] "2012-06-27 00:00:00 AAPL 100 @ 20.5178565979004"
## [1] "2012-10-22 00:00:00 AAPL -100 @ 22.643928527832"
## [1] "2013-05-17 00:00:00 AAPL 100 @ 15.4735708236694"
## [1] "2013-06-24 00:00:00 AAPL -100 @ 14.376428604126"
## [1] "2013-08-02 00:00:00 AAPL 100 @ 16.5192852020264"
## [1] "2014-02-03 00:00:00 AAPL -100 @ 17.9117851257324"
## [1] "2014-04-01 00:00:00 AAPL 100 @ 19.3446426391602"
## [1] "2014-04-16 00:00:00 AAPL -100 @ 18.5360717773438"
## [1] "2014-04-29 00:00:00 AAPL 100 @ 21.1546421051025"
## [1] "2007-03-16 00:00:00 AAPL 100 @ 3.19964289665222"
## [1] "2007-08-17 00:00:00 AAPL -100 @ 4.35928583145142"
## [1] "2007-09-05 00:00:00 AAPL 100 @ 4.88428592681885"
## [1] "2008-01-16 00:00:00 AAPL -100 @ 5.70142889022827"
## [1] "2008-03-31 00:00:00 AAPL 100 @ 5.125"
## [1] "2008-06-26 00:00:00 AAPL -100 @ 6.00928592681885"
## [1] "2008-08-20 00:00:00 AAPL 100 @ 6.28000020980835"
## [1] "2008-09-09 00:00:00 AAPL -100 @ 5.41714286804199"
## [1] "2009-02-06 00:00:00 AAPL 100 @ 3.56142902374268"
## [1] "2009-03-04 00:00:00 AAPL -100 @ 3.25607109069824"
## [1] "2009-03-19 00:00:00 AAPL 100 @ 3.62928605079651"
## [1] "2009-12-15 00:00:00 AAPL -100 @ 6.93464279174805"
## [1] "2009-12-29 00:00:00 AAPL 100 @ 7.46785688400269"
## [1] "2010-02-03 00:00:00 AAPL -100 @ 7.11535692214966"
## [1] "2010-03-04 00:00:00 AAPL 100 @ 7.52535676956177"
## [1] "2010-07-16 00:00:00 AAPL -100 @ 8.92500019073486"
## [1] "2010-08-03 00:00:00 AAPL 100 @ 9.35464286804199"
## [1] "2010-08-17 00:00:00 AAPL -100 @ 8.99892902374268"
## [1] "2010-09-15 00:00:00 AAPL 100 @ 9.65071392059326"
## [1] "2011-03-22 00:00:00 AAPL -100 @ 12.1857137680054"
## [1] "2011-05-03 00:00:00 AAPL 100 @ 12.4357137680054"
## [1] "2011-05-23 00:00:00 AAPL -100 @ 11.9428567886353"
## [1] "2011-07-11 00:00:00 AAPL 100 @ 12.6428565979004"
## [1] "2011-11-16 00:00:00 AAPL -100 @ 13.7417860031128"
## [1] "2011-12-27 00:00:00 AAPL 100 @ 14.518928527832"
## [1] "2012-05-09 00:00:00 AAPL -100 @ 20.3278560638428"
## [1] "2012-06-20 00:00:00 AAPL 100 @ 20.9192867279053"
## [1] "2012-10-12 00:00:00 AAPL -100 @ 22.4896430969238"
## [1] "2013-05-09 00:00:00 AAPL 100 @ 16.3132133483887"
## [1] "2013-06-19 00:00:00 AAPL -100 @ 15.1071434020996"
## [1] "2013-07-26 00:00:00 AAPL 100 @ 15.7496433258057"
## [1] "2014-01-22 00:00:00 AAPL -100 @ 19.6967868804932"
## [1] "2014-01-24 00:00:00 AAPL 100 @ 19.5025005340576"
## [1] "2014-01-29 00:00:00 AAPL -100 @ 17.8839282989502"
## [1] "2014-03-26 00:00:00 AAPL 100 @ 19.2778568267822"
## [1] "2014-04-15 00:00:00 AAPL -100 @ 18.498571395874"
## [1] "2014-04-29 00:00:00 AAPL 100 @ 21.1546421051025"
## [1] "2007-03-19 00:00:00 AAPL 100 @ 3.25464296340942"
## [1] "2007-08-20 00:00:00 AAPL -100 @ 4.36499977111816"
## [1] "2007-09-06 00:00:00 AAPL 100 @ 4.82178592681885"
## [1] "2008-01-17 00:00:00 AAPL -100 @ 5.74607086181641"
## [1] "2008-04-01 00:00:00 AAPL 100 @ 5.34035682678223"
## [1] "2008-06-30 00:00:00 AAPL -100 @ 5.98000001907349"
## [1] "2008-08-21 00:00:00 AAPL 100 @ 6.22464323043823"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-09 00:00:00 AAPL 100 @ 3.66107106208801"
## [1] "2009-03-06 00:00:00 AAPL -100 @ 3.0464289188385"
## [1] "2009-03-19 00:00:00 AAPL 100 @ 3.62928605079651"
## [1] "2009-12-18 00:00:00 AAPL -100 @ 6.97964286804199"
## [1] "2009-12-29 00:00:00 AAPL 100 @ 7.46785688400269"
## [1] "2010-02-04 00:00:00 AAPL -100 @ 6.85892915725708"
## [1] "2010-03-05 00:00:00 AAPL 100 @ 7.81964302062988"
## [1] "2010-07-19 00:00:00 AAPL -100 @ 8.77071380615234"
## [1] "2010-08-03 00:00:00 AAPL 100 @ 9.35464286804199"
## [1] "2010-08-18 00:00:00 AAPL -100 @ 9.0382137298584"
## [1] "2010-09-15 00:00:00 AAPL 100 @ 9.65071392059326"
## [1] "2011-03-23 00:00:00 AAPL -100 @ 12.1139287948608"
## [1] "2011-05-04 00:00:00 AAPL 100 @ 12.4846429824829"
## [1] "2011-05-23 00:00:00 AAPL -100 @ 11.9428567886353"
## [1] "2011-07-11 00:00:00 AAPL 100 @ 12.6428565979004"
## [1] "2011-11-17 00:00:00 AAPL -100 @ 13.478928565979"
## [1] "2011-12-28 00:00:00 AAPL 100 @ 14.3800001144409"
## [1] "2012-05-10 00:00:00 AAPL -100 @ 20.3757133483887"
## [1] "2012-06-21 00:00:00 AAPL 100 @ 20.6310710906982"
## [1] "2012-10-15 00:00:00 AAPL -100 @ 22.6700000762939"
## [1] "2013-05-10 00:00:00 AAPL 100 @ 16.1774997711182"
## [1] "2013-06-20 00:00:00 AAPL -100 @ 14.8871431350708"
## [1] "2013-07-30 00:00:00 AAPL 100 @ 16.1900005340576"
## [1] "2014-01-29 00:00:00 AAPL -100 @ 17.8839282989502"
## [1] "2014-03-26 00:00:00 AAPL 100 @ 19.2778568267822"
## [1] "2014-04-15 00:00:00 AAPL -100 @ 18.498571395874"
## [1] "2014-04-29 00:00:00 AAPL 100 @ 21.1546421051025"
## [1] "2007-03-21 00:00:00 AAPL 100 @ 3.35249996185303"
## [1] "2007-08-22 00:00:00 AAPL -100 @ 4.73250007629395"
## [1] "2007-09-06 00:00:00 AAPL 100 @ 4.82178592681885"
## [1] "2008-01-18 00:00:00 AAPL -100 @ 5.76285696029663"
## [1] "2008-04-03 00:00:00 AAPL 100 @ 5.41464281082153"
## [1] "2008-07-02 00:00:00 AAPL -100 @ 6.00642919540405"
## [1] "2008-08-25 00:00:00 AAPL 100 @ 6.16249990463257"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-10 00:00:00 AAPL 100 @ 3.49392890930176"
## [1] "2009-03-09 00:00:00 AAPL -100 @ 2.96821403503418"
## [1] "2009-03-19 00:00:00 AAPL 100 @ 3.62928605079651"
## [1] "2010-02-08 00:00:00 AAPL -100 @ 6.93285703659058"
## [1] "2010-03-08 00:00:00 AAPL 100 @ 7.82428598403931"
## [1] "2010-07-20 00:00:00 AAPL -100 @ 8.99607086181641"
## [1] "2010-08-04 00:00:00 AAPL 100 @ 9.39214324951172"
## [1] "2010-08-18 00:00:00 AAPL -100 @ 9.0382137298584"
## [1] "2010-09-16 00:00:00 AAPL 100 @ 9.8774995803833"
## [1] "2011-03-25 00:00:00 AAPL -100 @ 12.5550003051758"
## [1] "2011-05-05 00:00:00 AAPL 100 @ 12.3839292526245"
## [1] "2011-05-24 00:00:00 AAPL -100 @ 11.8639287948608"
## [1] "2011-07-12 00:00:00 AAPL 100 @ 12.6339292526245"
## [1] "2011-11-21 00:00:00 AAPL -100 @ 13.1789293289185"
## [1] "2011-12-28 00:00:00 AAPL 100 @ 14.3800001144409"
## [1] "2012-05-15 00:00:00 AAPL -100 @ 19.7560710906982"
## [1] "2012-06-25 00:00:00 AAPL 100 @ 20.3846435546875"
## [1] "2012-10-17 00:00:00 AAPL -100 @ 23.021785736084"
## [1] "2013-05-14 00:00:00 AAPL 100 @ 15.8521432876587"
## [1] "2013-06-21 00:00:00 AAPL -100 @ 14.7678565979004"
## [1] "2013-07-31 00:00:00 AAPL 100 @ 16.1617851257324"
## [1] "2014-01-30 00:00:00 AAPL -100 @ 17.8492851257324"
## [1] "2014-03-27 00:00:00 AAPL 100 @ 19.1949996948242"
## [1] "2014-04-16 00:00:00 AAPL -100 @ 18.5360717773438"
## [1] "2014-04-29 00:00:00 AAPL 100 @ 21.1546421051025"
## [1] "2007-03-21 00:00:00 AAPL 100 @ 3.35249996185303"
## [1] "2007-08-22 00:00:00 AAPL -100 @ 4.73250007629395"
## [1] "2007-09-06 00:00:00 AAPL 100 @ 4.82178592681885"
## [1] "2008-01-18 00:00:00 AAPL -100 @ 5.76285696029663"
## [1] "2008-04-03 00:00:00 AAPL 100 @ 5.41464281082153"
## [1] "2008-07-02 00:00:00 AAPL -100 @ 6.00642919540405"
## [1] "2008-08-25 00:00:00 AAPL 100 @ 6.16249990463257"
## [1] "2008-09-10 00:00:00 AAPL -100 @ 5.41464281082153"
## [1] "2009-02-10 00:00:00 AAPL 100 @ 3.49392890930176"
## [1] "2009-03-09 00:00:00 AAPL -100 @ 2.96821403503418"
## [1] "2009-03-19 00:00:00 AAPL 100 @ 3.62928605079651"
## [1] "2010-02-08 00:00:00 AAPL -100 @ 6.93285703659058"
## [1] "2010-03-08 00:00:00 AAPL 100 @ 7.82428598403931"
## [1] "2010-07-20 00:00:00 AAPL -100 @ 8.99607086181641"
## [1] "2010-08-04 00:00:00 AAPL 100 @ 9.39214324951172"
## [1] "2010-08-18 00:00:00 AAPL -100 @ 9.0382137298584"
## [1] "2010-09-16 00:00:00 AAPL 100 @ 9.8774995803833"
## [1] "2011-03-25 00:00:00 AAPL -100 @ 12.5550003051758"
## [1] "2011-05-05 00:00:00 AAPL 100 @ 12.3839292526245"
## [1] "2011-05-24 00:00:00 AAPL -100 @ 11.8639287948608"
## [1] "2011-07-12 00:00:00 AAPL 100 @ 12.6339292526245"
## [1] "2011-11-21 00:00:00 AAPL -100 @ 13.1789293289185"
## [1] "2011-12-28 00:00:00 AAPL 100 @ 14.3800001144409"
## [1] "2012-05-15 00:00:00 AAPL -100 @ 19.7560710906982"
## [1] "2012-06-25 00:00:00 AAPL 100 @ 20.3846435546875"
## [1] "2012-10-17 00:00:00 AAPL -100 @ 23.021785736084"
## [1] "2013-05-14 00:00:00 AAPL 100 @ 15.8521432876587"
## [1] "2013-06-21 00:00:00 AAPL -100 @ 14.7678565979004"
## [1] "2013-07-31 00:00:00 AAPL 100 @ 16.1617851257324"
## [1] "2014-01-30 00:00:00 AAPL -100 @ 17.8492851257324"
## [1] "2014-03-27 00:00:00 AAPL 100 @ 19.1949996948242"
## [1] "2014-04-16 00:00:00 AAPL -100 @ 18.5360717773438"
## [1] "2014-04-29 00:00:00 AAPL 100 @ 21.1546421051025"

wf_end <- Sys.time() # 记录结束时间

# 输出前进测试耗时和总迭代次数
cat("\n Running the walk forward search: \n ")

## 
## Running the walk forward search: 
##

print(wf_end - wf_start) # 打印总耗时

## Time difference of 45.06131 secs

cat(" Total trials:", .strategy$macd$trials, "\n") # 打印总迭代次数

## Total trials: 98

# 提取并打印交易统计结果
wfa.stats <- wfresults$tradeStats
print(wfa.stats)

## Portfolio Symbol Num.Txns Num.Trades Net.Trading.PL Avg.Trade.PL
## AAPL test.wf.macd AAPL 23 11 1235.214 99.65908
## Med.Trade.PL Largest.Winner Largest.Loser Gross.Profits Gross.Losses
## AAPL 89.50005 577.3214 -177.6785 1540.5 -444.2499
## Std.Dev.Trade.PL Std.Err.Trade.PL Percent.Positive Percent.Negative
## AAPL 226.9792 68.4368 54.54545 45.45455
## Profit.Factor Avg.Win.Trade Med.Win.Trade Avg.Losing.Trade
## AAPL 3.467642 256.75 191.0535 -88.84998
## Med.Losing.Trade Avg.Daily.PL Med.Daily.PL Std.Dev.Daily.PL
## AAPL -83.24986 99.65908 89.50005 226.9792
## Std.Err.Daily.PL Ann.Sharpe Max.Drawdown Profit.To.Max.Draw
## AAPL 68.4368 6.969973 -381.3216 3.239298
## Avg.WinLoss.Ratio Med.WinLoss.Ratio Max.Equity Min.Equity End.Equity
## AAPL 2.889702 2.294941 1402.643 0 1235.214

# 可视化前进测试结果
chart.forward(wfresults)

策略核心思路的解析围绕前进测试的实现逻辑、MACD 指标的应用以及参数优化方法展开，共同构成了一套科学验证策略有效性的框架。

前进测试作为一种动态优化策略参数的方法，其核心逻辑在于将历史数据划分为连续的 “训练期” 和 “测试期”。其中，训练期在代码中设定为 36 个月，用于在该时间段内优化策略参数 —— 例如 MACD 的快速与慢速 EMA 周期，从而寻找表现最佳的参数组合；而测试期则为 12 个月，作用是使用训练期优化得到的参数在该时间段验证策略表现，确保这些参数在未见过的数据上依然有效。整个过程按 “月” 为单位滚动窗口，不断重复 “训练 - 测试” 的迭代，最终汇总所有测试期的结果以评估策略的稳健性。这种方法相比传统的一次性回测，能有效减少过拟合风险，因为参数需要在连续的未知数据中得到验证，更接近实盘交易中 “用历史经验指导未来” 的实际场景。

MACD 指标作为策略的核心判断依据，是一种结合趋势和动量的技术指标，其计算逻辑包含多个部分。快速 EMA 是短期指数移动平均线，在代码中周期范围为 1-10 日，用于反映近期价格趋势；慢速 EMA 则是长期指数移动平均线，周期范围为 5-25 日，代表中长期趋势；MACD 线由快速 EMA 与慢速 EMA 的差值计算得出，用于衡量两者的收敛与发散程度；信号线则是 MACD 线的 9 日 EMA，起到平滑波动并生成交易信号的作用。策略通常基于 MACD 线与信号线的交叉产生交易信号：当 MACD 线上穿信号线时，即 “金叉”，视为买入信号，暗示趋势可能由弱转强；当 MACD 线下穿信号线时，即 “死叉”，视为卖出信号，意味着趋势可能由强转弱。代码中通过 add.distribution 定义了快速与慢速 EMA 的参数范围，并添加了 “快速 EMA < 慢速 EMA” 的约束，这是因为 MACD 的核心在于捕捉短期与长期趋势的差异，若快速周期大于慢速周期，指标的逻辑基础将失效。

在参数优化与并行计算方面，为避免遍历所有参数组合 —— 例如代码中 10 种快速 EMA 周期与 21 种慢速 EMA 周期组合会产生 210 种可能，耗时较长 —— 代码通过 nsamples=15 设置每次迭代随机抽样 15 组参数，在保证效率的同时覆盖较优组合。若启用并行计算，如 doParallel 等工具，可进一步缩短计算时间，尤其适用于参数范围较广的场景。

这段代码的核心价值在于演示了如何通过前进测试验证 MACD 策略的稳健性。它能够降低过拟合风险，通过滚动测试确保参数在不同市场周期中均有效，避免单一回测的偶然性；支持参数动态优化，允许策略参数随市场环境变化调整，比如不同时期的最佳 EMA 周期可能不同，从而增强策略的适应性；同时具备可视化与可解释性，通过 chart.forward 直观展示各阶段的策略表现，结合 tradeStats 分析胜率、盈亏比等关键指标，为策略改进提供依据。

对于量化交易者而言，这种方法提供了一套科学验证策略有效性的框架，不仅关注策略的历史表现，更强调其在未来未知数据中的可靠性，通过结合 MACD 指标对趋势和动量的捕捉能力，前进测试能帮助筛选出真正具备实战价值的参数组合，为实盘交易提供更可靠的决策依据。

三重动量趋势追踪策略及其 R 实现

Sat, 09 May 2015 00:00:00 +0000

knitr::opts_chunk$set(echo = TRUE, warning = FALSE, cache = FALSE, root.dir = here::here())

引言

该回测系统采用三重技术指标组合策略，主要逻辑架构如下：

核心策略逻辑

趋势判断层：通过EMA(12)与EMA(26)双均线组合识别中期趋势方向，当快线上穿慢线时判定为上升趋势。
动量验证层：计算快线EMA(12)的ROC(9)指标，确保价格变动具备持续动能。
趋势过滤层：引入SMA(200)作为长期趋势基准，要求价格必须位于年线上方才允许做多。

信号生成机制

多头信号触发条件（同时满足）：

EMA(12) > EMA(26)（双均线金叉）
ROC(9) > 0（正向动量确认）
收盘价 > SMA(200)（处于长期上升趋势）

空头信号触发条件（同时满足）：

EMA(12) < EMA(26)（双均线死叉）
ROC(9) < 0（负向动量确认）
收盘价 < SMA(200)（处于长期下降趋势）

风险控制设计

采用固定100股交易量简化头寸管理。
通过quantstrat的ruleSignal机制实现市价单即时成交。
绩效分析模块自动计算夏普比率、最大回撤等关键指标57

该策略通过多指标协同验证，既保留EMA对趋势的敏感度，又利用SMA过滤假突破信号，同时ROC指标确保入场时点具备足够动能。回测框架严格遵循事件驱动原则，模拟真实交易中的订单撮合流程

R代码实现

# 加载必要的包
library(quantstrat)

## Loading required package: quantmod

## Loading required package: xts

## Loading required package: zoo

## 
## Attaching package: 'zoo'

## The following objects are masked from 'package:base':
## 
## as.Date, as.Date.numeric

## Loading required package: TTR

## Registered S3 method overwritten by 'quantmod':
## method from
## as.zoo.data.frame zoo

## Loading required package: blotter

## Loading required package: FinancialInstrument

## Loading required package: PerformanceAnalytics

## 
## Attaching package: 'PerformanceAnalytics'

## The following object is masked from 'package:graphics':
## 
## legend

## Loading required package: foreach

library(TTR)
library(PerformanceAnalytics)
library(xts)
library(quantmod)
# 设置环境选项
options(width = 240)
Sys.setenv(TZ = "GMT")

# 清理旧的策略对象
if (exists(".strategy", envir = globalenv())) {
 strategy_env <- get(".strategy", envir = globalenv())
 strategy_objects <- ls(strategy_env)
 for (obj in strategy_objects) {
 rm(list = obj, envir = strategy_env)
 }
}

# 清理投资组合相关对象
if (exists(".blotter", envir = globalenv())) {
 blotter_env <- get(".blotter", envir = globalenv())
 blotter_objects <- ls(blotter_env)
 for (obj in blotter_objects) {
 rm(list = obj, envir = blotter_env)
 }
}


# 1. 初始化环境
currency("USD")

## [1] "USD"

stock("AAPL", currency="USD", multiplier=1)

## [1] "AAPL"

initDate <- "2010-01-01"
endDate <- "2025-05-25"
initEq <- 100000

# 2. 优化后的策略函数
rocEmaStrategy <- function(priceData, 
 fastEMA = 12, 
 slowEMA = 26, 
 rocPeriod = 9,
 smaFilter = 200) {
 # 计算三重技术指标
 fastMA <- EMA(Cl(priceData), fastEMA)
 slowMA <- EMA(Cl(priceData), slowEMA)
 roc <- ROC(fastMA, rocPeriod)
 trendFilter <- SMA(Cl(priceData), smaFilter) # 新增SMA趋势过滤器
 
 # 生成交易信号
 signal <- ifelse(
 fastMA > slowMA & roc > 0 & Cl(priceData) > trendFilter, 1,
 ifelse(
 fastMA < slowMA & roc < 0 & Cl(priceData) < trendFilter, -1, 
 0
 )
 )
 xts(na.locf(signal), order.by=index(priceData))
}

# 3. 回测配置
strategy.st <- "enhanced_roc_ema"
portfolio.st <- "quant"
account.st <- "quant"

# 清除旧策略
suppressWarnings(rm.strat(strategy.st))

# 初始化组合
initPortf(portfolio.st, "AAPL", initDate=initDate)

## [1] "quant"

initAcct(account.st, portfolios=portfolio.st, 
 initDate=initDate, initEq=initEq)

## [1] "quant"

initOrders(portfolio.st, initDate=initDate)
strategy(strategy.st, store=TRUE)

# 4. 添加策略组件
add.indicator(strategy.st, name="rocEmaStrategy",
 arguments=list(priceData=quote(mktdata),
 fastEMA=12, slowEMA=26,
 rocPeriod=9, smaFilter=200),
 label="signal")

## [1] "enhanced_roc_ema"

# 交易信号规则
add.signal(strategy.st, name="sigThreshold",
 arguments=list(column="signal",
 threshold=0.5, 
 relationship="gt"),
 label="longEntry")

## [1] "enhanced_roc_ema"

add.signal(strategy.st, name="sigThreshold",
 arguments=list(column="signal",
 threshold=-0.5,
 relationship="lt"),
 label="shortEntry")

## [1] "enhanced_roc_ema"

# 交易执行规则
add.rule(strategy.st, name="ruleSignal",
 arguments=list(sigcol="longEntry", sigval=TRUE,
 orderqty=100, ordertype="market",
 orderside="long", replace=FALSE,
 prefer="Open"),
 type="enter")

## [1] "enhanced_roc_ema"

add.rule(strategy.st, name="ruleSignal",
 arguments=list(sigcol="shortEntry", sigval=TRUE,
 orderqty=-100, ordertype="market",
 orderside="short", replace=FALSE,
 prefer="Open"),
 type="enter")

## [1] "enhanced_roc_ema"

# 5. 执行回测
getSymbols("AAPL", from=initDate, to=endDate, adjust=TRUE)

## [1] "AAPL"

applyStrategy(strategy.st, portfolio.st)

## [1] "2010-10-19 00:00:00 AAPL 100 @ 0.0634460587102121"
## [1] "2010-10-20 00:00:00 AAPL 100 @ 0.0646171120660189"
## [1] "2010-10-21 00:00:00 AAPL 100 @ 0.065319744079503"
## [1] "2010-10-22 00:00:00 AAPL 100 @ 0.0646317477899565"
## [1] "2010-10-25 00:00:00 AAPL 100 @ 0.0646359358071077"
## [1] "2010-10-26 00:00:00 AAPL 100 @ 0.0641716968979132"
## [1] "2010-10-27 00:00:00 AAPL 100 @ 0.0643348062058937"
## [1] "2010-10-28 00:00:00 AAPL 100 @ 0.0643975371187952"
## [1] "2010-10-29 00:00:00 AAPL 100 @ 0.0636196268930247"
## [1] "2010-11-01 00:00:00 AAPL 100 @ 0.0631993007396659"
## [1] "2010-11-02 00:00:00 AAPL 100 @ 0.0641988799212357"
## [1] "2010-11-03 00:00:00 AAPL 100 @ 0.0651127164316641"
## [1] "2010-11-04 00:00:00 AAPL 100 @ 0.0659659160377667"
## [1] "2010-11-05 00:00:00 AAPL 100 @ 0.0664970738770137"
## [1] "2010-11-08 00:00:00 AAPL 100 @ 0.0663318705604577"
## [1] "2010-11-09 00:00:00 AAPL 100 @ 0.0671369693935735"
## [1] "2010-11-10 00:00:00 AAPL 100 @ 0.0662147624328656"
## [1] "2010-11-11 00:00:00 AAPL 100 @ 0.0658718140843916"
## [1] "2010-11-12 00:00:00 AAPL 100 @ 0.0660809301567832"
## [1] "2010-11-15 00:00:00 AAPL 100 @ 0.064504191955578"
## [1] "2010-11-16 00:00:00 AAPL 100 @ 0.063931209785048"
## [1] "2010-11-17 00:00:00 AAPL 100 @ 0.062986002234146"
## [1] "2010-11-18 00:00:00 AAPL 100 @ 0.0638224665237125"
## [1] "2010-12-01 00:00:00 AAPL 100 @ 0.0659282741396121"
## [1] "2010-12-02 00:00:00 AAPL 100 @ 0.0664008779150631"
## [1] "2010-12-03 00:00:00 AAPL 100 @ 0.0662921402377504"
## [1] "2010-12-06 00:00:00 AAPL 100 @ 0.0666330001616717"
## [1] "2010-12-07 00:00:00 AAPL 100 @ 0.0677120455726791"
## [1] "2010-12-08 00:00:00 AAPL 100 @ 0.0668400222254878"
## [1] "2010-12-09 00:00:00 AAPL 100 @ 0.0673628207825012"
## [1] "2010-12-10 00:00:00 AAPL 100 @ 0.0668442046586161"
## [1] "2010-12-13 00:00:00 AAPL 100 @ 0.0678312421248239"
## [1] "2010-12-14 00:00:00 AAPL 100 @ 0.0672791721199354"
## [1] "2010-12-15 00:00:00 AAPL 100 @ 0.0669173944463497"
## [1] "2010-12-16 00:00:00 AAPL 100 @ 0.0671453342598301"
## [1] "2010-12-17 00:00:00 AAPL 100 @ 0.0672582599542939"
## [1] "2010-12-20 00:00:00 AAPL 100 @ 0.06725198351259"
## [1] "2010-12-21 00:00:00 AAPL 100 @ 0.0675447482475475"
## [1] "2010-12-22 00:00:00 AAPL 100 @ 0.0678291481162483"
## [1] "2010-12-23 00:00:00 AAPL 100 @ 0.0679629859763536"
## [1] "2010-12-27 00:00:00 AAPL 100 @ 0.0675133827910967"
## [1] "2010-12-28 00:00:00 AAPL 100 @ 0.0681532783076565"
## [1] "2010-12-29 00:00:00 AAPL 100 @ 0.0682181032291335"
## [1] "2010-12-30 00:00:00 AAPL 100 @ 0.0680633587874097"
## [1] "2010-12-31 00:00:00 AAPL 100 @ 0.0675342949567382"
## [1] "2011-01-03 00:00:00 AAPL 100 @ 0.068096818252436"
## [1] "2011-01-04 00:00:00 AAPL 100 @ 0.0695188120119174"
## [1] "2011-01-05 00:00:00 AAPL 100 @ 0.0689144643849366"
## [1] "2011-01-06 00:00:00 AAPL 100 @ 0.0699955982204967"
## [1] "2011-01-07 00:00:00 AAPL 100 @ 0.0698429422033255"
## [1] "2011-01-10 00:00:00 AAPL 100 @ 0.0708550686842802"
## [1] "2011-01-11 00:00:00 AAPL 100 @ 0.072120229577485"
## [1] "2011-01-12 00:00:00 AAPL 100 @ 0.0717793696535637"
## [1] "2011-01-13 00:00:00 AAPL 100 @ 0.0721787780572582"
## [1] "2011-01-14 00:00:00 AAPL 100 @ 0.0723314340744293"
## [1] "2011-01-18 00:00:00 AAPL 100 @ 0.0689081879432328"
## [1] "2011-01-19 00:00:00 AAPL 100 @ 0.0728458565971404"
## [1] "2011-01-20 00:00:00 AAPL 100 @ 0.0703531878769312"
## [1] "2011-01-21 00:00:00 AAPL 100 @ 0.0697969354389143"
## [1] "2011-01-24 00:00:00 AAPL 100 @ 0.0683540350978144"
## [1] "2011-01-25 00:00:00 AAPL 100 @ 0.0703322812953126"
## [1] "2011-01-26 00:00:00 AAPL 100 @ 0.071718721581192"
## [1] "2011-01-27 00:00:00 AAPL 100 @ 0.071890195755429"
## [1] "2011-01-28 00:00:00 AAPL 100 @ 0.0719717559934421"
## [1] "2011-01-31 00:00:00 AAPL 100 @ 0.0702214440254014"
## [1] "2011-02-01 00:00:00 AAPL 100 @ 0.0713715907995897"
## [1] "2011-02-02 00:00:00 AAPL 100 @ 0.0720303100572382"
## [1] "2011-02-03 00:00:00 AAPL 100 @ 0.0718943781885573"
## [1] "2011-02-04 00:00:00 AAPL 100 @ 0.071860918723531"
## [1] "2011-02-07 00:00:00 AAPL 100 @ 0.0727496662192126"
## [1] "2011-02-08 00:00:00 AAPL 100 @ 0.0739604554817496"
## [1] "2011-02-09 00:00:00 AAPL 100 @ 0.0742762208069012"
## [1] "2011-02-10 00:00:00 AAPL 100 @ 0.0747362828669902"
## [1] "2011-02-11 00:00:00 AAPL 100 @ 0.0741842128621017"
## [1] "2011-02-14 00:00:00 AAPL 100 @ 0.0746108098731415"
## [1] "2011-02-15 00:00:00 AAPL 100 @ 0.0751126850964677"
## [1] "2011-02-16 00:00:00 AAPL 100 @ 0.0754493625872607"
## [1] "2011-02-17 00:00:00 AAPL 100 @ 0.0747070058350922"
## [1] "2011-02-18 00:00:00 AAPL 100 @ 0.0750123122854116"
## [1] "2011-02-22 00:00:00 AAPL 100 @ 0.0715493358315077"
## [1] "2011-02-23 00:00:00 AAPL 100 @ 0.0708425269689182"
## [1] "2011-02-24 00:00:00 AAPL 100 @ 0.0719403905369914"
## [1] "2011-02-25 00:00:00 AAPL 100 @ 0.0721996902228996"
## [1] "2011-03-08 00:00:00 AAPL 100 @ 0.0742176667431051"
## [1] "2011-03-09 00:00:00 AAPL 100 @ 0.0741716599786939"
## [1] "2011-03-10 00:00:00 AAPL 100 @ 0.0730068774805681"
## [1] "2011-03-11 00:00:00 AAPL 100 @ 0.0722143259468372"
## [1] "2011-03-14 00:00:00 AAPL 100 @ 0.0738558946535424"
## [1] "2011-03-15 00:00:00 AAPL 100 @ 0.0715388825406984"
## [1] "2011-03-16 00:00:00 AAPL 100 @ 0.071517970375057"
## [1] "2011-04-01 00:00:00 AAPL 100 @ 0.0734230267848215"
## [1] "2011-04-27 00:00:00 AAPL 100 @ 0.0736593258805356"
## [1] "2011-04-28 00:00:00 AAPL 100 @ 0.0723941705713537"
## [1] "2011-04-29 00:00:00 AAPL 100 @ 0.0725175495566268"
## [1] "2011-05-02 00:00:00 AAPL 100 @ 0.0731365329075451"
## [1] "2011-05-03 00:00:00 AAPL 100 @ 0.072770578384854"
## [1] "2011-05-04 00:00:00 AAPL 100 @ 0.0728270384400745"
## [1] "2011-05-05 00:00:00 AAPL 100 @ 0.0728563154719725"
## [1] "2011-05-06 00:00:00 AAPL 100 @ 0.0731260796167358"
## [1] "2011-05-09 00:00:00 AAPL 100 @ 0.0727433897775087"
## [1] "2011-05-10 00:00:00 AAPL 100 @ 0.0729587822916042"
## [1] "2011-05-11 00:00:00 AAPL 100 @ 0.0729859708989495"
## [1] "2011-05-12 00:00:00 AAPL 100 @ 0.0723795348474161"
## [1] "2011-05-13 00:00:00 AAPL 100 @ 0.0722833388854654"
## [1] "2011-05-16 00:00:00 AAPL 100 @ 0.070932446489165"
## [1] "2011-06-17 00:00:00 AAPL -100 @ 0.0687973618413674"
## [1] "2011-06-20 00:00:00 AAPL -100 @ 0.066365330025484"
## [1] "2011-06-21 00:00:00 AAPL -100 @ 0.0662231328831451"
## [1] "2011-06-22 00:00:00 AAPL -100 @ 0.067996439857357"
## [1] "2011-06-23 00:00:00 AAPL -100 @ 0.0666957310745732"
## [1] "2011-06-27 00:00:00 AAPL -100 @ 0.06850459710641"
## [1] "2011-07-06 00:00:00 AAPL 100 @ 0.0729713295909891"
## [1] "2011-07-07 00:00:00 AAPL 100 @ 0.0741674831295885"
## [1] "2011-07-08 00:00:00 AAPL 100 @ 0.0738893541185687"
## [1] "2011-07-11 00:00:00 AAPL 100 @ 0.0745167079197664"
## [1] "2011-07-12 00:00:00 AAPL 100 @ 0.073929084441276"
## [1] "2011-07-13 00:00:00 AAPL 100 @ 0.0749328460559741"
## [1] "2011-07-14 00:00:00 AAPL 100 @ 0.0754932809271192"
## [1] "2011-07-15 00:00:00 AAPL 100 @ 0.0755267403921455"
## [1] "2011-07-18 00:00:00 AAPL 100 @ 0.0764175763123798"
## [1] "2011-07-19 00:00:00 AAPL 100 @ 0.0790461769012699"
## [1] "2011-07-20 00:00:00 AAPL 100 @ 0.0828353775551575"
## [1] "2011-07-21 00:00:00 AAPL 100 @ 0.0809177738460081"
## [1] "2011-07-22 00:00:00 AAPL 100 @ 0.0812042621392617"
## [1] "2011-07-25 00:00:00 AAPL 100 @ 0.0816287651417259"
## [1] "2011-07-26 00:00:00 AAPL 100 @ 0.0836467472459543"
## [1] "2011-07-27 00:00:00 AAPL 100 @ 0.0837701262312274"
## [1] "2011-07-28 00:00:00 AAPL 100 @ 0.0818943524373838"
## [1] "2011-07-29 00:00:00 AAPL 100 @ 0.0810620649969227"
## [1] "2011-08-01 00:00:00 AAPL 100 @ 0.0831825083367598"
## [1] "2011-08-02 00:00:00 AAPL 100 @ 0.0831553253134374"
## [1] "2011-08-03 00:00:00 AAPL 100 @ 0.0817605089932556"
## [1] "2011-08-04 00:00:00 AAPL 100 @ 0.081432201952742"
## [1] "2011-08-05 00:00:00 AAPL 100 @ 0.0795564225748755"
## [1] "2011-08-08 00:00:00 AAPL 100 @ 0.0756354780694582"
## [1] "2011-08-31 00:00:00 AAPL 100 @ 0.08167477749016"
## [1] "2011-09-01 00:00:00 AAPL 100 @ 0.080681474750294"
## [1] "2011-09-02 00:00:00 AAPL 100 @ 0.0783644514694044"
## [1] "2011-09-06 00:00:00 AAPL 100 @ 0.0768232611577782"
## [1] "2011-09-07 00:00:00 AAPL 100 @ 0.0806271031196263"
## [1] "2011-09-08 00:00:00 AAPL 100 @ 0.0799662898534022"
## [1] "2011-09-09 00:00:00 AAPL 100 @ 0.0802862431957049"
## [1] "2011-09-12 00:00:00 AAPL 100 @ 0.0780005965393118"
## [1] "2011-09-13 00:00:00 AAPL 100 @ 0.0799119182227344"
## [1] "2011-09-14 00:00:00 AAPL 100 @ 0.0809324095699457"
## [1] "2011-09-15 00:00:00 AAPL 100 @ 0.0818546165306536"
## [1] "2011-09-16 00:00:00 AAPL 100 @ 0.0827140869944371"
## [1] "2011-09-19 00:00:00 AAPL 100 @ 0.0830193934447565"
## [1] "2011-09-20 00:00:00 AAPL 100 @ 0.0868357771219666"
## [1] "2011-09-21 00:00:00 AAPL 100 @ 0.0877538016495462"
## [1] "2011-09-22 00:00:00 AAPL 100 @ 0.0838621397600498"
## [1] "2011-09-23 00:00:00 AAPL 100 @ 0.0837053013097503"
## [1] "2011-09-26 00:00:00 AAPL 100 @ 0.0836174702140563"
## [1] "2011-09-27 00:00:00 AAPL 100 @ 0.0854723374262813"
## [1] "2011-09-28 00:00:00 AAPL 100 @ 0.0836864775686616"
## [1] "2011-09-29 00:00:00 AAPL 100 @ 0.0840482552422472"
## [1] "2011-09-30 00:00:00 AAPL 100 @ 0.0809533217355871"
## [1] "2011-10-03 00:00:00 AAPL 100 @ 0.0795417868509379"
## [1] "2011-10-17 00:00:00 AAPL 100 @ 0.0881929515439938"
## [1] "2011-10-18 00:00:00 AAPL 100 @ 0.0881971283930992"
## [1] "2011-10-19 00:00:00 AAPL 100 @ 0.0839290586901024"
## [1] "2011-10-20 00:00:00 AAPL 100 @ 0.0836467472459543"
## [1] "2011-10-21 00:00:00 AAPL 100 @ 0.0832494272668125"
## [1] "2011-10-24 00:00:00 AAPL 100 @ 0.0828479248545424"
## [1] "2011-10-25 00:00:00 AAPL 100 @ 0.0846986040496163"
## [1] "2011-10-26 00:00:00 AAPL 100 @ 0.0840147901931981"
## [1] "2011-10-27 00:00:00 AAPL 100 @ 0.0852276678802878"
## [1] "2011-10-28 00:00:00 AAPL 100 @ 0.0842740954631292"
## [1] "2011-10-31 00:00:00 AAPL 100 @ 0.0841528104864316"
## [1] "2011-11-04 00:00:00 AAPL 100 @ 0.0840712558324414"
## [1] "2011-11-08 00:00:00 AAPL 100 @ 0.084108897730596"
## [1] "2011-11-09 00:00:00 AAPL 100 @ 0.0830131225870755"
## [1] "2011-11-28 00:00:00 AAPL -100 @ 0.0778646646706309"
## [1] "2011-12-12 00:00:00 AAPL 100 @ 0.0819068941527458"
## [1] "2011-12-13 00:00:00 AAPL 100 @ 0.08218292915519"
## [1] "2011-12-14 00:00:00 AAPL 100 @ 0.0808654906398931"
## [1] "2011-12-22 00:00:00 AAPL 100 @ 0.0830193934447565"
## [1] "2011-12-23 00:00:00 AAPL 100 @ 0.0835819223244772"
## [1] "2011-12-27 00:00:00 AAPL 100 @ 0.0842950132127935"
## [1] "2011-12-28 00:00:00 AAPL 100 @ 0.0850875647465244"
## [1] "2011-12-29 00:00:00 AAPL 100 @ 0.084357744125695"
## [1] "2011-12-30 00:00:00 AAPL 100 @ 0.0843807447158891"
## [1] "2012-01-03 00:00:00 AAPL 100 @ 0.0856124517280905"
## [1] "2012-01-04 00:00:00 AAPL 100 @ 0.0857379135538934"
## [1] "2012-01-05 00:00:00 AAPL 100 @ 0.0867730462090651"
## [1] "2012-01-06 00:00:00 AAPL 100 @ 0.0877809902568915"
## [1] "2012-01-09 00:00:00 AAPL 100 @ 0.0889792322200437"
## [1] "2012-01-10 00:00:00 AAPL 100 @ 0.0890649637231393"
## [1] "2012-01-11 00:00:00 AAPL 100 @ 0.0883895147329777"
## [1] "2012-01-12 00:00:00 AAPL 100 @ 0.0883058716544347"
## [1] "2012-01-13 00:00:00 AAPL 100 @ 0.0877663545329539"
## [1] "2012-01-17 00:00:00 AAPL 100 @ 0.0887073740667048"
## [1] "2012-01-18 00:00:00 AAPL 100 @ 0.0892845386703631"
## [1] "2012-01-19 00:00:00 AAPL 100 @ 0.0899516227942682"
## [1] "2012-01-20 00:00:00 AAPL 100 @ 0.0893953703562513"
## [1] "2012-01-23 00:00:00 AAPL 100 @ 0.088387426308425"
## [1] "2012-01-24 00:00:00 AAPL 100 @ 0.0888955835574779"
## [1] "2012-01-25 00:00:00 AAPL 100 @ 0.0950310677720846"
## [1] "2012-01-26 00:00:00 AAPL 100 @ 0.0937596416052217"
## [1] "2012-01-27 00:00:00 AAPL 100 @ 0.092918989298504"
## [1] "2012-01-30 00:00:00 AAPL 100 @ 0.0932054775917576"
## [1] "2012-01-31 00:00:00 AAPL 100 @ 0.095271549300927"
## [1] "2012-02-01 00:00:00 AAPL 100 @ 0.095861266787993"
## [1] "2012-02-02 00:00:00 AAPL 100 @ 0.0953363798064269"
## [1] "2012-02-03 00:00:00 AAPL 100 @ 0.0956291501254072"
## [1] "2012-02-06 00:00:00 AAPL 100 @ 0.0958549903462891"
## [1] "2012-02-07 00:00:00 AAPL 100 @ 0.0972916254137309"
## [1] "2012-02-08 00:00:00 AAPL 100 @ 0.0983894889818041"
## [1] "2012-02-09 00:00:00 AAPL 100 @ 0.100535026920411"
## [1] "2012-02-10 00:00:00 AAPL 100 @ 0.102668023143656"
## [1] "2012-02-13 00:00:00 AAPL 100 @ 0.104460148274934"
## [1] "2012-02-14 00:00:00 AAPL 100 @ 0.105532917244237"
## [1] "2012-02-15 00:00:00 AAPL 100 @ 0.107540440473633"
## [1] "2012-02-16 00:00:00 AAPL 100 @ 0.102780943254097"
## [1] "2012-02-17 00:00:00 AAPL 100 @ 0.105208787052829"
## [1] "2012-02-21 00:00:00 AAPL 100 @ 0.105997161737455"
## [1] "2012-02-22 00:00:00 AAPL 100 @ 0.107293682503087"
## [1] "2012-02-23 00:00:00 AAPL 100 @ 0.10771191464787"
## [1] "2012-02-24 00:00:00 AAPL 100 @ 0.108671763506733"
## [1] "2012-02-27 00:00:00 AAPL 100 @ 0.109014711855207"
## [1] "2012-02-28 00:00:00 AAPL 100 @ 0.11040534574226"
## [1] "2012-02-29 00:00:00 AAPL 100 @ 0.113249333261223"
## [1] "2012-03-01 00:00:00 AAPL 100 @ 0.114631591113974"
## [1] "2012-03-02 00:00:00 AAPL 100 @ 0.113809768132368"
## [1] "2012-03-05 00:00:00 AAPL 100 @ 0.114056526102915"
## [1] "2012-03-06 00:00:00 AAPL 100 @ 0.109506139371747"
## [1] "2012-03-07 00:00:00 AAPL 100 @ 0.112253936512782"
## [1] "2012-03-08 00:00:00 AAPL 100 @ 0.111812698193781"
## [1] "2012-03-09 00:00:00 AAPL 100 @ 0.113803491690664"
## [1] "2012-03-12 00:00:00 AAPL 100 @ 0.114800976863659"
## [1] "2012-03-13 00:00:00 AAPL 100 @ 0.11659102473843"
## [1] "2012-03-14 00:00:00 AAPL 100 @ 0.120880012191091"
## [1] "2012-03-15 00:00:00 AAPL 100 @ 0.12538856342293"
## [1] "2012-03-16 00:00:00 AAPL 100 @ 0.122274811759204"
## [1] "2012-03-19 00:00:00 AAPL 100 @ 0.125129263737022"
## [1] "2012-03-20 00:00:00 AAPL 100 @ 0.125367656841311"
## [1] "2012-03-21 00:00:00 AAPL 100 @ 0.12604310024745"
## [1] "2012-03-22 00:00:00 AAPL 100 @ 0.125005879167726"
## [1] "2012-03-23 00:00:00 AAPL 100 @ 0.125572590480575"
## [1] "2012-03-26 00:00:00 AAPL 100 @ 0.125426199737062"
## [1] "2012-03-27 00:00:00 AAPL 100 @ 0.12676246757747"
## [1] "2012-03-28 00:00:00 AAPL 100 @ 0.129313684777453"
## [1] "2012-03-29 00:00:00 AAPL 100 @ 0.128142637005669"
## [1] "2012-03-30 00:00:00 AAPL 100 @ 0.127304073123504"
## [1] "2012-04-02 00:00:00 AAPL 100 @ 0.125852807916147"
## [1] "2012-04-03 00:00:00 AAPL 100 @ 0.131179005280487"
## [1] "2012-04-04 00:00:00 AAPL 100 @ 0.130562115938144"
## [1] "2012-04-05 00:00:00 AAPL 100 @ 0.13111209751848"
## [1] "2012-04-09 00:00:00 AAPL 100 @ 0.130934346902539"
## [1] "2012-04-10 00:00:00 AAPL 100 @ 0.133820158752785"
## [1] "2012-04-11 00:00:00 AAPL 100 @ 0.133040160102462"
## [1] "2012-04-12 00:00:00 AAPL 100 @ 0.130698042222802"
## [1] "2012-04-13 00:00:00 AAPL 100 @ 0.130511926740605"
## [1] "2012-04-16 00:00:00 AAPL 100 @ 0.127573837268267"
## [1] "2012-04-17 00:00:00 AAPL 100 @ 0.121066127673288"
## [1] "2012-04-18 00:00:00 AAPL 100 @ 0.128339205778675"
## [1] "2012-04-19 00:00:00 AAPL 100 @ 0.125516124841331"
## [1] "2012-06-13 00:00:00 AAPL 100 @ 0.120141826704005"
## [1] "2012-06-14 00:00:00 AAPL 100 @ 0.119455918839011"
## [1] "2012-06-15 00:00:00 AAPL 100 @ 0.119405729641471"
## [1] "2012-06-18 00:00:00 AAPL 100 @ 0.11939737594326"
## [1] "2012-06-19 00:00:00 AAPL 100 @ 0.121998782340782"
## [1] "2012-06-20 00:00:00 AAPL 100 @ 0.123004632380033"
## [1] "2012-06-21 00:00:00 AAPL 100 @ 0.122425379351822"
## [1] "2012-06-22 00:00:00 AAPL 100 @ 0.121087034254907"
## [1] "2012-06-25 00:00:00 AAPL 100 @ 0.120723168156768"
## [1] "2012-06-26 00:00:00 AAPL 100 @ 0.119474736996077"
## [1] "2012-06-27 00:00:00 AAPL 100 @ 0.120242193931038"
## [1] "2012-06-28 00:00:00 AAPL 100 @ 0.11954584394328"
## [1] "2012-06-29 00:00:00 AAPL 100 @ 0.120869547732236"
## [1] "2012-07-02 00:00:00 AAPL 100 @ 0.122276911351802"
## [1] "2012-07-03 00:00:00 AAPL 100 @ 0.124399443116192"
## [1] "2012-07-05 00:00:00 AAPL 100 @ 0.125587220620489"
## [1] "2012-07-06 00:00:00 AAPL 100 @ 0.126952759908773"
## [1] "2012-07-09 00:00:00 AAPL 100 @ 0.126578440519825"
## [1] "2012-07-10 00:00:00 AAPL 100 @ 0.129227947690334"
## [1] "2012-07-11 00:00:00 AAPL 100 @ 0.126749914694062"
## [1] "2012-07-12 00:00:00 AAPL 100 @ 0.125520312858482"
## [1] "2012-07-13 00:00:00 AAPL 100 @ 0.126087024171331"
## [1] "2012-07-16 00:00:00 AAPL 100 @ 0.126540804205694"
## [1] "2012-07-17 00:00:00 AAPL 100 @ 0.127726493285438"
## [1] "2012-07-18 00:00:00 AAPL 100 @ 0.126848204664589"
## [1] "2012-07-19 00:00:00 AAPL 100 @ 0.12782896010507"
## [1] "2012-07-20 00:00:00 AAPL 100 @ 0.128194914627761"
## [1] "2012-07-23 00:00:00 AAPL 100 @ 0.124299064721113"
## [1] "2012-07-24 00:00:00 AAPL 100 @ 0.127013402397122"
## [1] "2012-07-25 00:00:00 AAPL 100 @ 0.120129284988643"
## [1] "2012-07-26 00:00:00 AAPL 100 @ 0.121237590679479"
## [1] "2012-08-07 00:00:00 AAPL 100 @ 0.130231709305032"
## [1] "2012-08-08 00:00:00 AAPL 100 @ 0.12952489485842"
## [1] "2012-08-09 00:00:00 AAPL 100 @ 0.146772159973339"
## [1] "2012-08-10 00:00:00 AAPL 100 @ 0.146976466634898"
## [1] "2012-08-13 00:00:00 AAPL 100 @ 0.148088215086154"
## [1] "2012-08-14 00:00:00 AAPL 100 @ 0.150102660500269"
## [1] "2012-08-15 00:00:00 AAPL 100 @ 0.149967255321505"
## [1] "2012-08-16 00:00:00 AAPL 100 @ 0.149945878227322"
## [1] "2012-08-17 00:00:00 AAPL 100 @ 0.152033969951071"
## [1] "2012-08-20 00:00:00 AAPL 100 @ 0.154411876713112"
## [1] "2012-08-21 00:00:00 AAPL 100 @ 0.159355351944705"
## [1] "2012-08-22 00:00:00 AAPL 100 @ 0.155459481195116"
## [1] "2012-08-23 00:00:00 AAPL 100 @ 0.158236473566486"
## [1] "2012-08-24 00:00:00 AAPL 100 @ 0.156668625463609"
## [1] "2012-08-27 00:00:00 AAPL 100 @ 0.161533709558729"
## [1] "2012-08-28 00:00:00 AAPL 100 @ 0.160343569970999"
## [1] "2012-08-29 00:00:00 AAPL 100 @ 0.160407713940251"
## [1] "2012-08-30 00:00:00 AAPL 100 @ 0.159312597756338"
## [1] "2012-08-31 00:00:00 AAPL 100 @ 0.158507283924014"
## [1] "2012-09-04 00:00:00 AAPL 100 @ 0.158153337603173"
## [1] "2012-09-05 00:00:00 AAPL 100 @ 0.160483732663305"
## [1] "2012-09-06 00:00:00 AAPL 100 @ 0.159913604927104"
## [1] "2012-09-07 00:00:00 AAPL 100 @ 0.161072852393566"
## [1] "2012-09-10 00:00:00 AAPL 100 @ 0.16164299281647"
## [1] "2012-09-11 00:00:00 AAPL 100 @ 0.157998927743646"
## [1] "2012-09-12 00:00:00 AAPL 100 @ 0.158412260520197"
## [1] "2012-09-13 00:00:00 AAPL 100 @ 0.16091132529378"
## [1] "2012-09-14 00:00:00 AAPL 100 @ 0.16390212666709"
## [1] "2012-09-17 00:00:00 AAPL 100 @ 0.166132740809862"
## [1] "2012-09-18 00:00:00 AAPL 100 @ 0.166258643648244"
## [1] "2012-09-19 00:00:00 AAPL 100 @ 0.166348922225222"
## [1] "2012-09-20 00:00:00 AAPL 100 @ 0.166087601521373"
## [1] "2012-09-21 00:00:00 AAPL 100 @ 0.16685965081901"
## [1] "2012-09-24 00:00:00 AAPL 100 @ 0.163165701630858"
## [1] "2012-09-25 00:00:00 AAPL 100 @ 0.163498270857515"
## [1] "2012-09-26 00:00:00 AAPL 100 @ 0.158861242931557"
## [1] "2012-09-27 00:00:00 AAPL 100 @ 0.157804136109172"
## [1] "2012-09-28 00:00:00 AAPL 100 @ 0.161239149693598"
## [1] "2012-10-01 00:00:00 AAPL 100 @ 0.159436115494598"
## [1] "2012-11-23 00:00:00 AAPL 100 @ 0.154387361762617"
## [1] "2012-11-26 00:00:00 AAPL 100 @ 0.156763731709165"
## [1] "2012-11-27 00:00:00 AAPL 100 @ 0.160479344709044"
## [1] "2012-11-28 00:00:00 AAPL 100 @ 0.157136644986965"
## [1] "2012-11-29 00:00:00 AAPL 100 @ 0.160661730877112"
## [1] "2012-11-30 00:00:00 AAPL 100 @ 0.159728052092612"
## [1] "2012-12-03 00:00:00 AAPL 100 @ 0.161595395124215"
## [1] "2012-12-04 00:00:00 AAPL 100 @ 0.158369735975954"
## [1] "2012-12-05 00:00:00 AAPL 100 @ 0.154861004656115"
## [1] "2012-12-06 00:00:00 AAPL 100 @ 0.143980912332541"
## [1] "2012-12-07 00:00:00 AAPL 100 @ 0.150639083234311"
## [1] "2012-12-10 00:00:00 AAPL 100 @ 0.142908415955272"
## [1] "2013-01-15 00:00:00 AAPL -100 @ 0.135640503060255"
## [1] "2013-01-16 00:00:00 AAPL -100 @ 0.134644226249317"
## [1] "2013-01-17 00:00:00 AAPL -100 @ 0.138909701709024"
## [1] "2013-01-18 00:00:00 AAPL -100 @ 0.135700382593674"
## [1] "2013-01-22 00:00:00 AAPL -100 @ 0.137344518449722"
## [1] "2013-01-23 00:00:00 AAPL -100 @ 0.138501389872381"
## [1] "2013-01-25 00:00:00 AAPL -100 @ 0.122952961775893"
## [1] "2013-01-28 00:00:00 AAPL -100 @ 0.119180180466918"
## [1] "2013-01-29 00:00:00 AAPL -100 @ 0.124806683267604"
## [1] "2013-01-30 00:00:00 AAPL -100 @ 0.124398371430961"
## [1] "2013-01-31 00:00:00 AAPL -100 @ 0.124392934444921"
## [1] "2013-02-01 00:00:00 AAPL -100 @ 0.124972729402761"
## [1] "2013-02-04 00:00:00 AAPL -100 @ 0.123557252245704"
## [1] "2013-02-05 00:00:00 AAPL -100 @ 0.120873300078211"
## [1] "2013-02-06 00:00:00 AAPL -100 @ 0.124254102314757"
## [1] "2013-02-07 00:00:00 AAPL -100 @ 0.150519900384727"
## [1] "2013-02-12 00:00:00 AAPL 100 @ 0.155803115123383"
## [1] "2013-02-13 00:00:00 AAPL 100 @ 0.151806584359543"
## [1] "2013-02-14 00:00:00 AAPL 100 @ 0.15093254714896"
## [1] "2013-02-15 00:00:00 AAPL 100 @ 0.152339450500674"
## [1] "2013-02-19 00:00:00 AAPL 100 @ 0.149821316136009"
## [1] "2013-02-20 00:00:00 AAPL 100 @ 0.148713330074484"
## [1] "2013-02-21 00:00:00 AAPL 100 @ 0.144914992961514"
## [1] "2013-02-22 00:00:00 AAPL 100 @ 0.145970999065838"
## [1] "2013-02-25 00:00:00 AAPL 100 @ 0.147465637574825"
## [1] "2013-02-26 00:00:00 AAPL 100 @ 0.144206665182178"
## [1] "2013-02-27 00:00:00 AAPL 100 @ 0.145704548642591"
## [1] "2013-02-28 00:00:00 AAPL 100 @ 0.144281403181066"
## [1] "2013-03-01 00:00:00 AAPL 100 @ 0.142315622018769"
## [1] "2013-03-13 00:00:00 AAPL -100 @ 0.139212632879432"
## [1] "2013-03-14 00:00:00 AAPL -100 @ 0.140635778340957"
## [1] "2013-03-15 00:00:00 AAPL -100 @ 0.142292881329765"
## [1] "2013-03-20 00:00:00 AAPL 100 @ 0.148625612269892"
## [1] "2013-03-21 00:00:00 AAPL 100 @ 0.146286175818519"
## [1] "2013-03-22 00:00:00 AAPL 100 @ 0.147702831377192"
## [1] "2013-03-25 00:00:00 AAPL 100 @ 0.150987780733929"
## [1] "2013-03-26 00:00:00 AAPL 100 @ 0.151231464439149"
## [1] "2013-03-27 00:00:00 AAPL 100 @ 0.148313680468636"
## [1] "2013-03-28 00:00:00 AAPL 100 @ 0.146156204234663"
## [1] "2013-04-01 00:00:00 AAPL 100 @ 0.143582818932348"
## [1] "2013-04-05 00:00:00 AAPL -100 @ 0.137929185179701"
## [1] "2013-04-08 00:00:00 AAPL -100 @ 0.138042905977405"
## [1] "2013-04-09 00:00:00 AAPL -100 @ 0.138533544368293"
## [1] "2013-04-10 00:00:00 AAPL -100 @ 0.139098903405387"
## [1] "2013-04-11 00:00:00 AAPL -100 @ 0.140924960776868"
## [1] "2013-04-12 00:00:00 AAPL -100 @ 0.141064675891343"
## [1] "2013-04-15 00:00:00 AAPL -100 @ 0.138741490226122"
## [1] "2013-04-16 00:00:00 AAPL -100 @ 0.136977165018804"
## [1] "2013-04-17 00:00:00 AAPL -100 @ 0.136554766047611"
## [1] "2013-04-18 00:00:00 AAPL -100 @ 0.131589973013062"
## [1] "2013-04-19 00:00:00 AAPL -100 @ 0.126059803588737"
## [1] "2013-04-22 00:00:00 AAPL -100 @ 0.127577182786729"
## [1] "2013-04-23 00:00:00 AAPL -100 @ 0.131265044053421"
## [1] "2013-04-24 00:00:00 AAPL -100 @ 0.127869618850406"
## [1] "2013-04-25 00:00:00 AAPL -100 @ 0.133617477663179"
## [1] "2013-04-26 00:00:00 AAPL -100 @ 0.133156087216829"
## [1] "2013-04-29 00:00:00 AAPL -100 @ 0.136613253260346"
## [1] "2013-04-30 00:00:00 AAPL -100 @ 0.141373354064832"
## [1] "2013-05-01 00:00:00 AAPL -100 @ 0.144414619716348"
## [1] "2013-05-03 00:00:00 AAPL 100 @ 0.146640326693676"
## [1] "2013-05-06 00:00:00 AAPL 100 @ 0.148069979410735"
## [1] "2013-05-07 00:00:00 AAPL 100 @ 0.151078760842628"
## [1] "2013-05-08 00:00:00 AAPL 100 @ 0.149151971155489"
## [1] "2013-05-09 00:00:00 AAPL 100 @ 0.18311690303342"
## [1] "2013-05-10 00:00:00 AAPL 100 @ 0.182384137236034"
## [1] "2013-05-13 00:00:00 AAPL 100 @ 0.179811470599819"
## [1] "2013-05-14 00:00:00 AAPL 100 @ 0.18074337395158"
## [1] "2013-05-15 00:00:00 AAPL 100 @ 0.174893157967717"
## [1] "2013-05-16 00:00:00 AAPL 100 @ 0.168553095077562"
## [1] "2013-05-17 00:00:00 AAPL 100 @ 0.174849344728156"
## [1] "2013-05-20 00:00:00 AAPL 100 @ 0.172005876114893"
## [1] "2013-05-21 00:00:00 AAPL 100 @ 0.174490926906267"
## [1] "2013-05-22 00:00:00 AAPL 100 @ 0.176840571391976"
## [1] "2013-05-23 00:00:00 AAPL 100 @ 0.173614789726413"
## [1] "2013-05-24 00:00:00 AAPL 100 @ 0.175566191006215"
## [1] "2013-05-28 00:00:00 AAPL 100 @ 0.179170308502817"
## [1] "2013-05-29 00:00:00 AAPL 100 @ 0.175227680559195"
## [1] "2013-05-30 00:00:00 AAPL 100 @ 0.177477756267716"
## [1] "2013-05-31 00:00:00 AAPL 100 @ 0.180205725950184"
## [1] "2013-06-03 00:00:00 AAPL 100 @ 0.179500843238752"
## [1] "2013-06-04 00:00:00 AAPL 100 @ 0.18049246871512"
## [1] "2013-06-05 00:00:00 AAPL 100 @ 0.177477756267716"
## [1] "2013-06-06 00:00:00 AAPL 100 @ 0.177406081210764"
## [1] "2013-06-07 00:00:00 AAPL 100 @ 0.173833824021376"
## [1] "2013-06-10 00:00:00 AAPL 100 @ 0.177111373369024"
## [1] "2013-06-11 00:00:00 AAPL 100 @ 0.173531161737114"
## [1] "2013-06-12 00:00:00 AAPL 100 @ 0.175028564273381"
## [1] "2013-06-13 00:00:00 AAPL 100 @ 0.172240851197745"
## [1] "2013-07-15 00:00:00 AAPL 100 @ 0.169257999057556"
## [1] "2013-07-16 00:00:00 AAPL 100 @ 0.169859335770539"
## [1] "2013-07-17 00:00:00 AAPL 100 @ 0.171125761713778"
## [1] "2013-07-18 00:00:00 AAPL 100 @ 0.172591293308549"
## [1] "2013-07-19 00:00:00 AAPL 100 @ 0.172479792867577"
## [1] "2013-07-22 00:00:00 AAPL 100 @ 0.171030180792132"
## [1] "2013-07-23 00:00:00 AAPL 100 @ 0.169652254407922"
## [1] "2013-07-24 00:00:00 AAPL 100 @ 0.174801554267333"
## [1] "2013-07-25 00:00:00 AAPL 100 @ 0.175506458247327"
## [1] "2013-07-26 00:00:00 AAPL 100 @ 0.173355930047431"
## [1] "2013-07-29 00:00:00 AAPL 100 @ 0.175546272997065"
## [1] "2013-07-30 00:00:00 AAPL 100 @ 0.179194193098947"
## [1] "2013-07-31 00:00:00 AAPL 100 @ 0.181197372695114"
## [1] "2013-08-01 00:00:00 AAPL 100 @ 0.181500045613658"
## [1] "2013-08-02 00:00:00 AAPL 100 @ 0.182400067389642"
## [1] "2013-08-05 00:00:00 AAPL 100 @ 0.185060339236418"
## [1] "2013-08-06 00:00:00 AAPL 100 @ 0.186386497938545"
## [1] "2013-08-07 00:00:00 AAPL 100 @ 0.18470589863579"
## [1] "2013-08-08 00:00:00 AAPL 100 @ 0.226291535447737"
## [1] "2013-08-09 00:00:00 AAPL 100 @ 0.223744968200729"
## [1] "2013-08-12 00:00:00 AAPL 100 @ 0.222876624280699"
## [1] "2013-08-13 00:00:00 AAPL 100 @ 0.22974547506424"
## [1] "2013-08-14 00:00:00 AAPL 100 @ 0.242888005803841"
## [1] "2013-08-15 00:00:00 AAPL 100 @ 0.242175749627964"
## [1] "2013-08-16 00:00:00 AAPL 100 @ 0.243995392463416"
## [1] "2013-08-19 00:00:00 AAPL 100 @ 0.246039461910141"
## [1] "2013-08-20 00:00:00 AAPL 100 @ 0.248659214013321"
## [1] "2013-08-21 00:00:00 AAPL 100 @ 0.245673589736689"
## [1] "2013-08-22 00:00:00 AAPL 100 @ 0.246351689505858"
## [1] "2013-08-23 00:00:00 AAPL 100 @ 0.24551747593883"
## [1] "2013-08-26 00:00:00 AAPL 100 @ 0.2442881058344"
## [1] "2013-08-27 00:00:00 AAPL 100 @ 0.242946522424333"
## [1] "2013-08-28 00:00:00 AAPL 100 @ 0.237092411326871"
## [1] "2013-08-29 00:00:00 AAPL 100 @ 0.239848736949473"
## [1] "2013-08-30 00:00:00 AAPL 100 @ 0.240019466875602"
## [1] "2013-09-03 00:00:00 AAPL 100 @ 0.240556095028888"
## [1] "2013-09-04 00:00:00 AAPL 100 @ 0.243707577188893"
## [1] "2013-09-05 00:00:00 AAPL 100 @ 0.244044191052099"
## [1] "2013-09-06 00:00:00 AAPL 100 @ 0.243161204950093"
## [1] "2013-09-09 00:00:00 AAPL 100 @ 0.246361433591371"
## [1] "2013-09-10 00:00:00 AAPL 100 @ 0.24694686033334"
## [1] "2013-09-11 00:00:00 AAPL 100 @ 0.227828235051423"
## [1] "2013-09-12 00:00:00 AAPL 100 @ 0.228555133409275"
## [1] "2013-09-13 00:00:00 AAPL 100 @ 0.228964906074949"
## [1] "2013-09-30 00:00:00 AAPL 100 @ 0.232823772368073"
## [1] "2013-10-01 00:00:00 AAPL 100 @ 0.233409173056337"
## [1] "2013-10-02 00:00:00 AAPL 100 @ 0.236911911261523"
## [1] "2013-10-03 00:00:00 AAPL 100 @ 0.23929256851775"
## [1] "2013-10-04 00:00:00 AAPL 100 @ 0.236048413330545"
## [1] "2013-10-07 00:00:00 AAPL 100 @ 0.237365610473123"
## [1] "2013-10-08 00:00:00 AAPL 100 @ 0.239014497328741"
## [1] "2013-10-09 00:00:00 AAPL 100 @ 0.236428927685973"
## [1] "2013-10-10 00:00:00 AAPL 100 @ 0.239687751108858"
## [1] "2013-10-11 00:00:00 AAPL 100 @ 0.237575368848717"
## [1] "2013-10-14 00:00:00 AAPL 100 @ 0.238960852751006"
## [1] "2013-10-15 00:00:00 AAPL 100 @ 0.242707479684788"
## [1] "2013-10-16 00:00:00 AAPL 100 @ 0.244307620059132"
## [1] "2013-10-17 00:00:00 AAPL 100 @ 0.243912463521729"
## [1] "2013-10-18 00:00:00 AAPL 100 @ 0.246844417166922"
## [1] "2013-10-21 00:00:00 AAPL 100 @ 0.249664157506478"
## [1] "2013-10-22 00:00:00 AAPL 100 @ 0.256806207436271"
## [1] "2013-10-23 00:00:00 AAPL 100 @ 0.253191255925448"
## [1] "2013-10-24 00:00:00 AAPL 100 @ 0.256118337527884"
## [1] "2013-10-25 00:00:00 AAPL 100 @ 0.259201506874473"
## [1] "2013-10-28 00:00:00 AAPL 100 @ 0.258089222118437"
## [1] "2013-10-29 00:00:00 AAPL 100 @ 0.261616346591112"
## [1] "2013-10-30 00:00:00 AAPL 100 @ 0.253488867392894"
## [1] "2013-10-31 00:00:00 AAPL 100 @ 0.256118337527884"
## [1] "2013-11-01 00:00:00 AAPL 100 @ 0.255640252048795"
## [1] "2013-11-04 00:00:00 AAPL 100 @ 0.254215739697042"
## [1] "2013-11-05 00:00:00 AAPL 100 @ 0.255913451195047"
## [1] "2013-11-06 00:00:00 AAPL 100 @ 0.305328018279101"
## [1] "2013-11-07 00:00:00 AAPL 100 @ 0.302665909516973"
## [1] "2013-11-08 00:00:00 AAPL 100 @ 0.299753303509837"
## [1] "2013-11-11 00:00:00 AAPL 100 @ 0.302904740534103"
## [1] "2013-11-12 00:00:00 AAPL 100 @ 0.301553293586708"
## [1] "2013-11-13 00:00:00 AAPL 100 @ 0.301745521912206"
## [1] "2013-11-14 00:00:00 AAPL 100 @ 0.30454743874923"
## [1] "2013-11-15 00:00:00 AAPL 100 @ 0.306743551704976"
## [1] "2013-11-18 00:00:00 AAPL 100 @ 0.30581734654124"
## [1] "2013-11-19 00:00:00 AAPL 100 @ 0.302345508234516"
## [1] "2013-11-20 00:00:00 AAPL 100 @ 0.302462014963597"
## [1] "2013-11-21 00:00:00 AAPL 100 @ 0.301512508454044"
## [1] "2013-11-22 00:00:00 AAPL 100 @ 0.302630941943278"
## [1] "2013-11-25 00:00:00 AAPL 100 @ 0.303504726856413"
## [1] "2013-11-26 00:00:00 AAPL 100 @ 0.305310534492253"
## [1] "2013-11-27 00:00:00 AAPL 100 @ 0.312411471857505"
## [1] "2013-11-29 00:00:00 AAPL 100 @ 0.320083276640281"
## [1] "2013-12-02 00:00:00 AAPL 100 @ 0.325046338859356"
## [1] "2013-12-03 00:00:00 AAPL 100 @ 0.325221083398007"
## [1] "2013-12-04 00:00:00 AAPL 100 @ 0.32941523231509"
## [1] "2013-12-05 00:00:00 AAPL 100 @ 0.333580262327389"
## [1] "2013-12-06 00:00:00 AAPL 100 @ 0.329584159294772"
## [1] "2013-12-09 00:00:00 AAPL 100 @ 0.326735639766115"
## [1] "2013-12-10 00:00:00 AAPL 100 @ 0.328296798825856"
## [1] "2013-12-11 00:00:00 AAPL 100 @ 0.330289017228225"
## [1] "2013-12-12 00:00:00 AAPL 100 @ 0.327457981486416"
## [1] "2013-12-13 00:00:00 AAPL 100 @ 0.327871557042197"
## [1] "2013-12-16 00:00:00 AAPL 100 @ 0.323310435260965"
## [1] "2013-12-17 00:00:00 AAPL 100 @ 0.323770613508378"
## [1] "2013-12-18 00:00:00 AAPL 100 @ 0.320211418487299"
## [1] "2013-12-19 00:00:00 AAPL 100 @ 0.320094911758218"
## [1] "2013-12-20 00:00:00 AAPL 100 @ 0.317724054263822"
## [1] "2013-12-23 00:00:00 AAPL 100 @ 0.330871519763688"
## [1] "2013-12-24 00:00:00 AAPL 100 @ 0.331972500576016"
## [1] "2013-12-26 00:00:00 AAPL 100 @ 0.330929788683199"
## [1] "2013-12-27 00:00:00 AAPL 100 @ 0.328436606900753"
## [1] "2013-12-30 00:00:00 AAPL 100 @ 0.324731786245809"
## [1] "2013-12-31 00:00:00 AAPL 100 @ 0.322815289439857"
## [1] "2014-01-02 00:00:00 AAPL 100 @ 0.323694891911961"
## [1] "2014-01-03 00:00:00 AAPL 100 @ 0.322052193696834"
## [1] "2014-01-06 00:00:00 AAPL 100 @ 0.313075544658294"
## [1] "2014-01-07 00:00:00 AAPL 100 @ 0.31707746524988"
## [1] "2014-01-24 00:00:00 AAPL 100 @ 0.322716235387682"
## [1] "2014-01-27 00:00:00 AAPL 100 @ 0.320426948158613"
## [1] "2014-01-28 00:00:00 AAPL 100 @ 0.29636303546844"
## [1] "2014-02-11 00:00:00 AAPL 100 @ 0.370882126963025"
## [1] "2014-02-12 00:00:00 AAPL 100 @ 0.375313624577906"
## [1] "2014-02-13 00:00:00 AAPL 100 @ 0.373712948855362"
## [1] "2014-02-14 00:00:00 AAPL 100 @ 0.37917193246052"
## [1] "2014-02-18 00:00:00 AAPL 100 @ 0.381639317346451"
## [1] "2014-02-19 00:00:00 AAPL 100 @ 0.380765590295101"
## [1] "2014-02-20 00:00:00 AAPL 100 @ 0.372545665043702"
## [1] "2014-02-21 00:00:00 AAPL 100 @ 0.372405867222319"
## [1] "2014-02-24 00:00:00 AAPL 100 @ 0.365667798877586"
## [1] "2014-02-25 00:00:00 AAPL 100 @ 0.370022398358409"
## [1] "2014-02-26 00:00:00 AAPL 100 @ 0.365989315202173"
## [1] "2014-02-27 00:00:00 AAPL 100 @ 0.361466958335689"
## [1] "2014-02-28 00:00:00 AAPL 100 @ 0.369812682961738"
## [1] "2014-03-03 00:00:00 AAPL 100 @ 0.36585649793956"
## [1] "2014-03-04 00:00:00 AAPL 100 @ 0.37115474204702"
## [1] "2014-03-05 00:00:00 AAPL 100 @ 0.371098822918467"
## [1] "2014-03-06 00:00:00 AAPL 100 @ 0.372405867222319"
## [1] "2014-03-07 00:00:00 AAPL 100 @ 0.371217641734345"
## [1] "2014-03-10 00:00:00 AAPL 100 @ 0.369309448133948"
## [1] "2014-03-11 00:00:00 AAPL 100 @ 0.374265159582125"
## [1] "2014-03-12 00:00:00 AAPL 100 @ 0.373608128486218"
## [1] "2014-03-13 00:00:00 AAPL 100 @ 0.375656119907998"
## [1] "2014-03-14 00:00:00 AAPL 100 @ 0.369609985453029"
## [1] "2014-03-17 00:00:00 AAPL 100 @ 0.368848133987978"
## [1] "2014-03-18 00:00:00 AAPL 100 @ 0.367589953595526"
## [1] "2014-03-19 00:00:00 AAPL 100 @ 0.372035449657141"
## [1] "2014-03-20 00:00:00 AAPL 100 @ 0.370378854806044"
## [1] "2014-03-21 00:00:00 AAPL 100 @ 0.371804755254965"
## [1] "2014-03-24 00:00:00 AAPL 100 @ 0.376341110568182"
## [1] "2014-03-25 00:00:00 AAPL 100 @ 0.378493959688298"
## [1] "2014-03-26 00:00:00 AAPL 100 @ 0.382002791682048"
## [1] "2014-03-27 00:00:00 AAPL 100 @ 0.37745945581006"
## [1] "2014-03-28 00:00:00 AAPL 100 @ 0.376271192992895"
## [1] "2014-03-31 00:00:00 AAPL 100 @ 0.376907282412488"
## [1] "2014-04-01 00:00:00 AAPL 100 @ 0.375879759093021"
## [1] "2014-04-02 00:00:00 AAPL 100 @ 0.379109032773195"
## [1] "2014-04-03 00:00:00 AAPL 100 @ 0.378417061554239"
## [1] "2014-04-04 00:00:00 AAPL 100 @ 0.377312677429905"
## [1] "2014-04-07 00:00:00 AAPL 100 @ 0.369071773173"
## [1] "2014-04-08 00:00:00 AAPL 100 @ 0.367093699326507"
## [1] "2014-04-25 00:00:00 AAPL 100 @ 0.394591277531813"
## [1] "2014-04-28 00:00:00 AAPL 100 @ 0.400371814790748"
## [1] "2014-04-29 00:00:00 AAPL 100 @ 0.415008292062293"
## [1] "2014-04-30 00:00:00 AAPL 100 @ 0.414239422709279"
## [1] "2014-05-01 00:00:00 AAPL 100 @ 0.413792069680852"
## [1] "2014-05-02 00:00:00 AAPL 100 @ 0.4140297446418"
## [1] "2014-05-05 00:00:00 AAPL 100 @ 0.412492005935771"
## [1] "2014-05-06 00:00:00 AAPL 100 @ 0.420642013611883"
## [1] "2014-05-07 00:00:00 AAPL 100 @ 0.416063737616846"
## [1] "2014-05-08 00:00:00 AAPL 100 @ 0.486893257045593"
## [1] "2014-05-09 00:00:00 AAPL 100 @ 0.483822505075168"
## [1] "2014-05-12 00:00:00 AAPL 100 @ 0.486264236481604"
## [1] "2014-05-13 00:00:00 AAPL 100 @ 0.489997117688008"
## [1] "2014-05-14 00:00:00 AAPL 100 @ 0.490353046962866"
## [1] "2014-05-15 00:00:00 AAPL 100 @ 0.492231930945461"
## [1] "2014-05-16 00:00:00 AAPL 100 @ 0.487207767327587"
## [1] "2014-05-19 00:00:00 AAPL 100 @ 0.494839161508016"
## [1] "2014-05-20 00:00:00 AAPL 100 @ 0.500351644884877"
## [1] "2014-05-21 00:00:00 AAPL 100 @ 0.499788797461036"
## [1] "2014-05-22 00:00:00 AAPL 100 @ 0.502081517741597"
## [1] "2014-05-23 00:00:00 AAPL 100 @ 0.502619522610487"
## [1] "2014-05-27 00:00:00 AAPL 100 @ 0.509762552828095"
## [1] "2014-05-28 00:00:00 AAPL 100 @ 0.518155402260476"
## [1] "2014-05-29 00:00:00 AAPL 100 @ 0.519670090851173"
## [1] "2014-05-30 00:00:00 AAPL 100 @ 0.528054674166515"
## [1] "2014-06-02 00:00:00 AAPL 100 @ 0.524727363141038"
## [1] "2014-06-03 00:00:00 AAPL 100 @ 0.520174987048072"
## [1] "2014-06-04 00:00:00 AAPL 100 @ 0.527607729196558"
## [1] "2014-06-05 00:00:00 AAPL 100 @ 0.534858351547177"
## [1] "2014-06-06 00:00:00 AAPL 100 @ 0.537920837400563"
## [1] "2014-06-09 00:00:00 AAPL 100 @ 3.75965184420557"
## [1] "2014-06-10 00:00:00 AAPL 100 @ 3.84198320978746"
## [1] "2014-06-11 00:00:00 AAPL 100 @ 3.81764864530116"
## [1] "2014-06-12 00:00:00 AAPL 100 @ 3.81399864628432"
## [1] "2014-06-13 00:00:00 AAPL 100 @ 3.73937324675155"
## [1] "2014-06-16 00:00:00 AAPL 100 @ 3.71138899267524"
## [1] "2014-06-17 00:00:00 AAPL 100 @ 3.74383456294558"
## [1] "2014-06-18 00:00:00 AAPL 100 @ 3.74221223801804"
## [1] "2014-06-19 00:00:00 AAPL 100 @ 3.74302355519523"
## [1] "2014-06-20 00:00:00 AAPL 100 @ 3.7251782904191"
## [1] "2014-06-23 00:00:00 AAPL 100 @ 3.70368302662613"
## [1] "2014-06-24 00:00:00 AAPL 100 @ 3.68056543790561"
## [1] "2014-06-25 00:00:00 AAPL 100 @ 3.65866451552404"
## [1] "2014-06-26 00:00:00 AAPL 100 @ 3.66515381523421"
## [1] "2014-06-27 00:00:00 AAPL 100 @ 3.6834044291721"
## [1] "2014-06-30 00:00:00 AAPL 100 @ 3.73531758914611"
## [1] "2014-07-01 00:00:00 AAPL 100 @ 3.7929087316531"
## [1] "2014-07-02 00:00:00 AAPL 100 @ 3.80710399741239"
## [1] "2014-07-03 00:00:00 AAPL 100 @ 3.79899237277468"
## [1] "2014-07-07 00:00:00 AAPL 100 @ 3.81805430388976"
## [1] "2014-07-08 00:00:00 AAPL 100 @ 3.90444101765024"
## [1] "2014-07-09 00:00:00 AAPL 100 @ 3.87077878104096"
## [1] "2014-07-10 00:00:00 AAPL 100 @ 3.80264268121836"
## [1] "2014-07-11 00:00:00 AAPL 100 @ 3.86753413118587"
## [1] "2014-07-14 00:00:00 AAPL 100 @ 3.8878127286399"
## [1] "2014-07-15 00:00:00 AAPL 100 @ 3.92593659087005"
## [1] "2014-07-16 00:00:00 AAPL 100 @ 3.93283123974198"
## [1] "2014-07-17 00:00:00 AAPL 100 @ 3.85415018260377"
## [1] "2014-07-18 00:00:00 AAPL 100 @ 3.79696469868538"
## [1] "2014-07-21 00:00:00 AAPL 100 @ 3.85252785767623"
## [1] "2014-07-22 00:00:00 AAPL 100 @ 3.83995522627132"
## [1] "2014-07-23 00:00:00 AAPL 100 @ 3.86996746386377"
## [1] "2014-07-24 00:00:00 AAPL 100 @ 3.93567023100847"
## [1] "2014-07-25 00:00:00 AAPL 100 @ 3.92796426495935"
## [1] "2014-07-28 00:00:00 AAPL 100 @ 3.96730479352846"
## [1] "2014-07-29 00:00:00 AAPL 100 @ 4.02854624447913"
## [1] "2014-07-30 00:00:00 AAPL 100 @ 3.99245036576511"
## [1] "2014-07-31 00:00:00 AAPL 100 @ 3.9405372057911"
## [1] "2014-08-01 00:00:00 AAPL 100 @ 3.84887785865939"
## [1] "2014-08-04 00:00:00 AAPL 100 @ 3.90849698468252"
## [1] "2014-08-05 00:00:00 AAPL 100 @ 3.86753413118587"
## [1] "2014-08-06 00:00:00 AAPL 100 @ 3.84279421753781"
## [1] "2014-08-07 00:00:00 AAPL 100 @ 3.92785750069871"
## [1] "2014-08-08 00:00:00 AAPL 100 @ 3.90013541784939"
## [1] "2014-08-11 00:00:00 AAPL 100 @ 3.9419253102605"
## [1] "2014-08-12 00:00:00 AAPL 100 @ 3.97378528126475"
## [1] "2014-08-13 00:00:00 AAPL 100 @ 3.97833670569392"
## [1] "2014-08-14 00:00:00 AAPL 100 @ 4.02716081856247"
## [1] "2014-08-15 00:00:00 AAPL 100 @ 4.05074532893342"
## [1] "2014-08-18 00:00:00 AAPL 100 @ 4.07515722752942"
## [1] "2014-08-19 00:00:00 AAPL 100 @ 4.1132237150895"
## [1] "2014-08-20 00:00:00 AAPL 100 @ 4.15584131140222"
## [1] "2014-08-21 00:00:00 AAPL 100 @ 4.16122012405645"
## [1] "2014-08-22 00:00:00 AAPL 100 @ 4.14963479484638"
## [1] "2014-08-25 00:00:00 AAPL 100 @ 4.21169932905166"
## [1] "2014-08-26 00:00:00 AAPL 100 @ 4.19638996363747"
## [1] "2014-08-27 00:00:00 AAPL 100 @ 4.17983935804742"
## [1] "2014-08-28 00:00:00 AAPL 100 @ 4.20342386841836"
## [1] "2014-08-29 00:00:00 AAPL 100 @ 4.25597201749104"
## [1] "2014-09-02 00:00:00 AAPL 100 @ 4.26424716244779"
## [1] "2014-09-03 00:00:00 AAPL 100 @ 4.26590225457445"
## [1] "2014-09-04 00:00:00 AAPL 100 @ 4.09005274099281"
## [1] "2014-09-05 00:00:00 AAPL 100 @ 4.0879841125919"
## [1] "2014-09-08 00:00:00 AAPL 100 @ 4.10867229066033"
## [1] "2014-09-09 00:00:00 AAPL 100 @ 4.09956944180197"
## [1] "2014-09-10 00:00:00 AAPL 100 @ 4.0552967533626"
## [1] "2014-09-11 00:00:00 AAPL 100 @ 4.15460007122636"
## [1] "2014-09-18 00:00:00 AAPL 100 @ 4.2174919936567"
## [1] "2014-09-19 00:00:00 AAPL 100 @ 4.23238750712009"
## [1] "2014-09-22 00:00:00 AAPL 100 @ 4.21211318100246"
## [1] "2014-09-23 00:00:00 AAPL 100 @ 4.16246136423231"
## [1] "2014-09-24 00:00:00 AAPL 100 @ 4.22700869446586"
## [1] "2014-09-25 00:00:00 AAPL 100 @ 4.15873764370474"
## [1] "2014-09-26 00:00:00 AAPL 100 @ 4.07681231965608"
## [1] "2014-09-29 00:00:00 AAPL 100 @ 4.08177759603606"
## [1] "2014-09-30 00:00:00 AAPL 100 @ 4.17115036113986"
## [1] "2014-10-24 00:00:00 AAPL 100 @ 4.35196515110148"
## [1] "2014-10-27 00:00:00 AAPL 100 @ 4.33831087781394"
## [1] "2014-10-28 00:00:00 AAPL 100 @ 4.36106799995983"
## [1] "2014-10-29 00:00:00 AAPL 100 @ 4.4127884451309"
## [1] "2014-10-30 00:00:00 AAPL 100 @ 4.42561501451683"
## [1] "2014-10-31 00:00:00 AAPL 100 @ 4.46906031473115"
## [1] "2014-11-03 00:00:00 AAPL 100 @ 4.4777493116387"
## [1] "2014-11-04 00:00:00 AAPL 100 @ 4.52491833238059"
## [1] "2014-11-05 00:00:00 AAPL 100 @ 4.51416039139558"
## [1] "2014-11-06 00:00:00 AAPL 100 @ 4.57243769951951"
## [1] "2014-11-07 00:00:00 AAPL 100 @ 4.57875328553747"
## [1] "2014-11-10 00:00:00 AAPL 100 @ 4.59012108339057"
## [1] "2014-11-11 00:00:00 AAPL 100 @ 4.57664798312347"
## [1] "2014-11-12 00:00:00 AAPL 100 @ 4.60527836134407"
## [1] "2014-11-13 00:00:00 AAPL 100 @ 4.70716902341458"
## [1] "2014-11-14 00:00:00 AAPL 100 @ 4.76400865512817"
## [1] "2014-11-17 00:00:00 AAPL 100 @ 4.811164345451"
## [1] "2014-11-18 00:00:00 AAPL 100 @ 4.79727044168034"
## [1] "2014-11-19 00:00:00 AAPL 100 @ 4.86042565941189"
## [1] "2014-11-20 00:00:00 AAPL 100 @ 4.83811086720925"
## [1] "2014-11-21 00:00:00 AAPL 100 @ 4.94757984703247"
## [1] "2014-11-24 00:00:00 AAPL 100 @ 4.91979139704304"
## [1] "2014-11-25 00:00:00 AAPL 100 @ 5.01326117068158"
## [1] "2014-11-26 00:00:00 AAPL 100 @ 4.96568435563114"
## [1] "2014-11-28 00:00:00 AAPL 100 @ 5.02168173788951"
## [1] "2014-12-01 00:00:00 AAPL 100 @ 5.00231417633205"
## [1] "2014-12-02 00:00:00 AAPL 100 @ 4.77874480835405"
## [1] "2014-12-03 00:00:00 AAPL 100 @ 4.87347763495138"
## [1] "2014-12-04 00:00:00 AAPL 100 @ 4.87431956318255"
## [1] "2014-12-05 00:00:00 AAPL 100 @ 4.88358237984569"
## [1] "2014-12-08 00:00:00 AAPL 100 @ 4.80400683120186"
## [1] "2014-12-09 00:00:00 AAPL 100 @ 4.63938239735146"
## [1] "2014-12-10 00:00:00 AAPL 100 @ 4.8170591279654"
## [1] "2014-12-31 00:00:00 AAPL 100 @ 4.75011443013345"
## [1] "2015-01-02 00:00:00 AAPL 100 @ 4.68990644304708"
## [1] "2015-01-27 00:00:00 AAPL 100 @ 4.73327297449356"
## [1] "2015-01-29 00:00:00 AAPL 100 @ 4.89747660484041"
## [1] "2015-01-30 00:00:00 AAPL 100 @ 4.9850519171886"
## [1] "2015-02-02 00:00:00 AAPL 100 @ 4.97031576396271"
## [1] "2015-02-03 00:00:00 AAPL 100 @ 4.98926220079256"
## [1] "2015-02-04 00:00:00 AAPL 100 @ 4.98926220079256"
## [1] "2015-02-05 00:00:00 AAPL 100 @ 5.13398782881673"
## [1] "2015-02-06 00:00:00 AAPL 100 @ 5.13398782881673"
## [1] "2015-02-09 00:00:00 AAPL 100 @ 5.07110723043893"
## [1] "2015-02-10 00:00:00 AAPL 100 @ 5.1404043096508"
## [1] "2015-02-11 00:00:00 AAPL 100 @ 5.25162211413698"
## [1] "2015-02-12 00:00:00 AAPL 100 @ 5.39235553464644"
## [1] "2015-02-13 00:00:00 AAPL 100 @ 5.4445424334418"
## [1] "2015-02-17 00:00:00 AAPL 100 @ 5.4535253760672"
## [1] "2015-02-18 00:00:00 AAPL 100 @ 5.45951400448414"
## [1] "2015-02-19 00:00:00 AAPL 100 @ 5.49587362740288"
## [1] "2015-02-20 00:00:00 AAPL 100 @ 5.50186225581981"
## [1] "2015-02-23 00:00:00 AAPL 100 @ 5.56174919270068"
## [1] "2015-02-24 00:00:00 AAPL 100 @ 5.68665533733353"
## [1] "2015-02-25 00:00:00 AAPL 100 @ 5.62762410528694"
## [1] "2015-02-26 00:00:00 AAPL 100 @ 5.5091341151324"
## [1] "2015-02-27 00:00:00 AAPL 100 @ 5.56089348786639"
## [1] "2015-03-02 00:00:00 AAPL 100 @ 5.52881141005178"
## [1] "2015-03-03 00:00:00 AAPL 100 @ 5.51640662715654"
## [1] "2015-03-04 00:00:00 AAPL 100 @ 5.52239525557348"
## [1] "2015-03-05 00:00:00 AAPL 100 @ 5.50015149886278"
## [1] "2015-03-06 00:00:00 AAPL 100 @ 5.49245146077727"
## [1] "2015-03-09 00:00:00 AAPL 100 @ 5.47363019704795"
## [1] "2015-03-10 00:00:00 AAPL 100 @ 5.40732743204455"
## [1] "2015-03-11 00:00:00 AAPL 100 @ 5.3363189431641"
## [1] "2015-03-25 00:00:00 AAPL 100 @ 5.41288820804433"
## [1] "2015-03-27 00:00:00 AAPL 100 @ 5.32861923143436"
## [1] "2015-04-13 00:00:00 AAPL 100 @ 5.49116822988161"
## [1] "2015-04-14 00:00:00 AAPL 100 @ 5.43256517660794"
## [1] "2015-04-15 00:00:00 AAPL 100 @ 5.40732743204455"
## [1] "2015-04-16 00:00:00 AAPL 100 @ 5.40176632968899"
## [1] "2015-04-17 00:00:00 AAPL 100 @ 5.37053995670866"
## [1] "2015-04-20 00:00:00 AAPL 100 @ 5.37139533518718"
## [1] "2015-04-21 00:00:00 AAPL 100 @ 5.47961915182066"
## [1] "2015-04-22 00:00:00 AAPL 100 @ 5.43213732419079"
## [1] "2015-04-23 00:00:00 AAPL 100 @ 5.48817424202891"
## [1] "2015-04-24 00:00:00 AAPL 100 @ 5.58185401368143"
## [1] "2015-04-27 00:00:00 AAPL 100 @ 5.65970618310156"
## [1] "2015-04-28 00:00:00 AAPL 100 @ 5.75167519779704"
## [1] "2015-04-29 00:00:00 AAPL 100 @ 5.56773782111761"
## [1] "2015-04-30 00:00:00 AAPL 100 @ 5.5027179606541"
## [1] "2015-05-01 00:00:00 AAPL 100 @ 5.39406661795925"
## [1] "2015-05-04 00:00:00 AAPL 100 @ 5.53950543598998"
## [1] "2015-05-05 00:00:00 AAPL 100 @ 5.48175743483906"
## [1] "2015-05-06 00:00:00 AAPL 100 @ 5.41374358652285"
## [1] "2015-05-07 00:00:00 AAPL 100 @ 5.42748036895492"
## [1] "2015-05-15 00:00:00 AAPL 100 @ 5.61453033438063"
## [1] "2015-05-18 00:00:00 AAPL 100 @ 5.58451530828443"
## [1] "2015-05-19 00:00:00 AAPL 100 @ 5.68499993390695"
## [1] "2015-05-20 00:00:00 AAPL 100 @ 5.65498490781076"
## [1] "2015-05-21 00:00:00 AAPL 100 @ 5.65803021828686"
## [1] "2015-05-22 00:00:00 AAPL 100 @ 5.72458498756296"
## [1] "2015-05-26 00:00:00 AAPL 100 @ 5.7680848714692"
## [1] "2015-05-27 00:00:00 AAPL 100 @ 5.66977470903755"
## [1] "2015-05-28 00:00:00 AAPL 100 @ 5.73589471842658"
## [1] "2015-05-29 00:00:00 AAPL 100 @ 5.70848957916388"
## [1] "2015-06-01 00:00:00 AAPL 100 @ 5.66716482220406"
## [1] "2015-06-02 00:00:00 AAPL 100 @ 5.64889495061411"
## [1] "2015-06-03 00:00:00 AAPL 100 @ 5.68369499049021"
## [1] "2015-06-04 00:00:00 AAPL 100 @ 5.63671503622081"
## [1] "2015-06-05 00:00:00 AAPL 100 @ 5.63323496585764"
## [1] "2015-06-08 00:00:00 AAPL 100 @ 5.60713477001168"
## [1] "2015-06-09 00:00:00 AAPL 100 @ 5.51143515816907"
## [1] "2015-07-21 00:00:00 AAPL 100 @ 5.77895984244576"
## [1] "2015-07-22 00:00:00 AAPL 100 @ 5.30655074479603"
## [1] "2015-07-23 00:00:00 AAPL 100 @ 5.48968521621595"
## [1] "2015-07-24 00:00:00 AAPL 100 @ 5.45140543785446"
## [1] "2015-08-04 00:00:00 AAPL -100 @ 5.10775628861964"
## [1] "2015-08-05 00:00:00 AAPL -100 @ 4.91331175445832"
## [1] "2015-08-06 00:00:00 AAPL -100 @ 5.13727722653428"
## [1] "2015-08-07 00:00:00 AAPL -100 @ 5.07570257676129"
## [1] "2015-08-10 00:00:00 AAPL -100 @ 5.16208418242284"
## [1] "2015-08-12 00:00:00 AAPL -100 @ 4.98489086786013"
## [1] "2015-08-13 00:00:00 AAPL -100 @ 5.14037809602035"
## [1] "2015-08-14 00:00:00 AAPL -100 @ 5.06418491668328"
## [1] "2015-08-17 00:00:00 AAPL -100 @ 5.14037809602035"
## [1] "2015-08-18 00:00:00 AAPL -100 @ 5.15765441715266"
## [1] "2015-08-19 00:00:00 AAPL -100 @ 5.14303588758857"
## [1] "2015-08-20 00:00:00 AAPL -100 @ 5.05355341244095"
## [1] "2015-08-21 00:00:00 AAPL -100 @ 4.8918644453086"
## [1] "2015-08-24 00:00:00 AAPL -100 @ 4.2025825598099"
## [1] "2015-08-25 00:00:00 AAPL -100 @ 4.92198732230304"
## [1] "2015-08-26 00:00:00 AAPL -100 @ 4.74390785190464"
## [1] "2015-08-27 00:00:00 AAPL -100 @ 4.97160157204959"
## [1] "2015-08-28 00:00:00 AAPL -100 @ 4.96894344251194"
## [1] "2015-08-31 00:00:00 AAPL -100 @ 4.9627417035398"
## [1] "2015-09-01 00:00:00 AAPL -100 @ 4.87946096736432"
## [1] "2015-09-02 00:00:00 AAPL -100 @ 4.88300491476824"
## [1] "2015-09-03 00:00:00 AAPL -100 @ 4.98311889415818"
## [1] "2015-09-04 00:00:00 AAPL -100 @ 4.82718892604955"
## [1] "2015-09-08 00:00:00 AAPL -100 @ 4.95033822559552"
## [1] "2015-09-09 00:00:00 AAPL -100 @ 5.03937796079471"
## [1] "2015-09-10 00:00:00 AAPL -100 @ 4.88477655050077"
## [1] "2015-09-11 00:00:00 AAPL -100 @ 4.95211019929747"
## [1] "2015-09-30 00:00:00 AAPL -100 @ 4.88034678523059"
## [1] "2015-10-01 00:00:00 AAPL -100 @ 4.83161869131973"
## [1] "2015-10-02 00:00:00 AAPL -100 @ 4.78466257111083"
## [1] "2015-10-05 00:00:00 AAPL -100 @ 4.86750022936846"
## [1] "2015-10-06 00:00:00 AAPL -100 @ 4.90072397584897"
## [1] "2015-10-07 00:00:00 AAPL -100 @ 4.94989514767767"
## [1] "2015-10-08 00:00:00 AAPL -100 @ 4.88123294106628"
## [1] "2015-10-09 00:00:00 AAPL -100 @ 4.87281615047433"
## [1] "2015-10-12 00:00:00 AAPL -100 @ 4.99375073636993"
## [1] "2015-10-13 00:00:00 AAPL -100 @ 4.90914076644091"
## [1] "2015-10-14 00:00:00 AAPL -100 @ 4.92996103497714"
## [1] "2015-10-15 00:00:00 AAPL -100 @ 4.91401360962894"
## [1] "2015-10-16 00:00:00 AAPL -100 @ 4.95166712137963"
## [1] "2015-10-19 00:00:00 AAPL -100 @ 4.90825494857464"
## [1] "2015-10-20 00:00:00 AAPL -100 @ 4.93217574862751"
## [1] "2015-10-26 00:00:00 AAPL 100 @ 5.23074672700366"
## [1] "2015-10-29 00:00:00 AAPL 100 @ 5.25821147446044"
## [1] "2015-10-30 00:00:00 AAPL 100 @ 5.35965468760392"
## [1] "2015-11-02 00:00:00 AAPL 100 @ 5.3512382349814"
## [1] "2015-11-03 00:00:00 AAPL 100 @ 5.35079515706356"
## [1] "2015-11-04 00:00:00 AAPL 100 @ 5.45445308385741"
## [1] "2015-11-05 00:00:00 AAPL 100 @ 5.49137471503702"
## [1] "2015-11-06 00:00:00 AAPL 100 @ 5.45802546916774"
## [1] "2015-11-09 00:00:00 AAPL 100 @ 5.45126539861588"
## [1] "2015-11-10 00:00:00 AAPL 100 @ 5.26829479364613"
## [1] "2015-11-27 00:00:00 AAPL 100 @ 5.33093744935247"
## [1] "2015-12-01 00:00:00 AAPL 100 @ 5.35166808023507"
## [1] "2015-12-07 00:00:00 AAPL 100 @ 5.36203356759211"
## [1] "2015-12-08 00:00:00 AAPL 100 @ 5.29623591430763"
## [1] "2015-12-09 00:00:00 AAPL 100 @ 5.30164403951541"
## [1] "2015-12-15 00:00:00 AAPL -100 @ 5.04476410919672"
## [1] "2015-12-16 00:00:00 AAPL -100 @ 5.00555597506114"
## [1] "2015-12-17 00:00:00 AAPL -100 @ 5.04836918217043"
## [1] "2015-12-18 00:00:00 AAPL -100 @ 4.90821212814144"
## [1] "2015-12-21 00:00:00 AAPL -100 @ 4.83475322201954"
## [1] "2015-12-22 00:00:00 AAPL -100 @ 4.84016134722732"
## [1] "2015-12-23 00:00:00 AAPL -100 @ 4.83430245896103"
## [1] "2015-12-24 00:00:00 AAPL -100 @ 4.91226796417367"
## [1] "2015-12-28 00:00:00 AAPL -100 @ 4.8487237823503"
## [1] "2015-12-29 00:00:00 AAPL -100 @ 4.82033189863027"
## [1] "2015-12-30 00:00:00 AAPL -100 @ 4.89334004169365"
## [1] "2015-12-31 00:00:00 AAPL -100 @ 4.82258537009138"
## [1] "2016-01-04 00:00:00 AAPL -100 @ 4.62429191561533"
## [1] "2016-01-05 00:00:00 AAPL -100 @ 4.76580125881987"
## [1] "2016-01-06 00:00:00 AAPL -100 @ 4.53190508701342"
## [1] "2016-01-07 00:00:00 AAPL -100 @ 4.44717985508039"
## [1] "2016-01-08 00:00:00 AAPL -100 @ 4.44132131064557"
## [1] "2016-01-11 00:00:00 AAPL -100 @ 4.46024923312558"
## [1] "2016-01-12 00:00:00 AAPL -100 @ 4.53145466778637"
## [1] "2016-01-13 00:00:00 AAPL -100 @ 4.52108918042933"
## [1] "2016-01-14 00:00:00 AAPL -100 @ 4.41473179149667"
## [1] "2016-01-15 00:00:00 AAPL -100 @ 4.33541434093995"
## [1] "2016-01-19 00:00:00 AAPL -100 @ 4.43501200315223"
## [1] "2016-01-20 00:00:00 AAPL -100 @ 4.28584106327881"
## [1] "2016-01-21 00:00:00 AAPL -100 @ 4.37417171201701"
## [1] "2016-01-22 00:00:00 AAPL -100 @ 4.44492638361928"
## [1] "2016-01-25 00:00:00 AAPL -100 @ 4.57516905718122"
## [1] "2016-01-26 00:00:00 AAPL -100 @ 4.50351320329339"
## [1] "2016-01-27 00:00:00 AAPL -100 @ 4.32820385116105"
## [1] "2016-01-28 00:00:00 AAPL -100 @ 4.22680382437765"
## [1] "2016-01-29 00:00:00 AAPL -100 @ 4.27187050294805"
## [1] "2016-02-01 00:00:00 AAPL -100 @ 4.34758253669958"
## [1] "2016-02-02 00:00:00 AAPL -100 @ 4.30026238666807"
## [1] "2016-02-03 00:00:00 AAPL -100 @ 4.28133446418806"
## [1] "2016-02-04 00:00:00 AAPL -100 @ 4.41541156755321"
## [1] "2016-02-05 00:00:00 AAPL -100 @ 4.44581167290303"
## [1] "2016-02-08 00:00:00 AAPL -100 @ 4.28966476675085"
## [1] "2016-02-09 00:00:00 AAPL -100 @ 4.34309574479665"
## [1] "2016-02-10 00:00:00 AAPL -100 @ 4.41817511765286"
## [1] "2016-02-11 00:00:00 AAPL -100 @ 4.32006522351853"
## [1] "2016-02-12 00:00:00 AAPL -100 @ 4.3384897108246"
## [1] "2016-02-16 00:00:00 AAPL -100 @ 4.37672010906869"
## [1] "2016-02-17 00:00:00 AAPL -100 @ 4.45272089957003"
## [1] "2016-03-31 00:00:00 AAPL 100 @ 5.05381764549592"
## [1] "2016-04-01 00:00:00 AAPL 100 @ 5.01052015303935"
## [1] "2016-04-04 00:00:00 AAPL 100 @ 5.08606023471813"
## [1] "2016-04-05 00:00:00 AAPL 100 @ 5.04414486872926"
## [1] "2016-04-06 00:00:00 AAPL 100 @ 5.0773088755966"
## [1] "2016-04-07 00:00:00 AAPL 100 @ 5.06441148848985"
## [1] "2016-04-08 00:00:00 AAPL 100 @ 5.0165083134791"
## [1] "2016-04-11 00:00:00 AAPL 100 @ 5.01927186357875"
## [1] "2016-04-12 00:00:00 AAPL 100 @ 5.03631422441712"
## [1] "2016-04-13 00:00:00 AAPL 100 @ 5.10356365579693"
## [1] "2016-04-14 00:00:00 AAPL 100 @ 5.14133369663632"
## [1] "2016-04-15 00:00:00 AAPL 100 @ 5.16390350909187"
## [1] "2016-04-18 00:00:00 AAPL 100 @ 5.01558689583397"
## [1] "2016-04-28 00:00:00 AAPL -100 @ 4.4960183920266"
## [1] "2016-04-29 00:00:00 AAPL -100 @ 4.32927729146263"
## [1] "2016-05-02 00:00:00 AAPL -100 @ 4.32835622523537"
## [1] "2016-05-03 00:00:00 AAPL -100 @ 4.3389500682293"
## [1] "2016-05-04 00:00:00 AAPL -100 @ 4.38501111078552"
## [1] "2016-05-05 00:00:00 AAPL -100 @ 4.43714527238209"
## [1] "2016-05-06 00:00:00 AAPL -100 @ 4.40740708797127"
## [1] "2016-05-09 00:00:00 AAPL -100 @ 4.38994159927164"
## [1] "2016-05-10 00:00:00 AAPL -100 @ 4.4055188978306"
## [1] "2016-05-11 00:00:00 AAPL -100 @ 4.41259952082425"
## [1] "2016-05-12 00:00:00 AAPL -100 @ 4.37672462842239"
## [1] "2016-05-13 00:00:00 AAPL -100 @ 4.2483305799403"
## [1] "2016-05-16 00:00:00 AAPL -100 @ 4.36114732986344"
## [1] "2016-05-17 00:00:00 AAPL -100 @ 4.46310743664702"
## [1] "2016-05-18 00:00:00 AAPL -100 @ 4.44469803294478"
## [1] "2016-05-19 00:00:00 AAPL -100 @ 4.46735559436194"
## [1] "2016-05-20 00:00:00 AAPL -100 @ 4.46735559436194"
## [1] "2016-05-23 00:00:00 AAPL -100 @ 4.52541627074739"
## [1] "2016-05-24 00:00:00 AAPL -100 @ 4.58914115741941"
## [1] "2016-06-20 00:00:00 AAPL -100 @ 4.53155261860299"
## [1] "2016-06-21 00:00:00 AAPL -100 @ 4.48151684034926"
## [1] "2016-06-22 00:00:00 AAPL -100 @ 4.5433535368806"
## [1] "2016-06-23 00:00:00 AAPL -100 @ 4.5287205134597"
## [1] "2016-06-24 00:00:00 AAPL -100 @ 4.38569344155672"
## [1] "2016-06-27 00:00:00 AAPL -100 @ 4.38994159927164"
## [1] "2016-06-28 00:00:00 AAPL -100 @ 4.38522130398769"
## [1] "2016-06-29 00:00:00 AAPL -100 @ 4.43572921981045"
## [1] "2016-06-30 00:00:00 AAPL -100 @ 4.45791500379403"
## [1] "2016-07-01 00:00:00 AAPL -100 @ 4.50747864447873"
## [1] "2016-07-05 00:00:00 AAPL -100 @ 4.50275834919478"
## [1] "2016-07-06 00:00:00 AAPL -100 @ 4.46546740422127"
## [1] "2016-07-07 00:00:00 AAPL -100 @ 4.51739137261568"
## [1] "2016-07-08 00:00:00 AAPL -100 @ 4.55468231758918"
## [1] "2016-07-11 00:00:00 AAPL -100 @ 4.56695537343582"
## [1] "2016-07-28 00:00:00 AAPL 100 @ 4.85395379237985"
## [1] "2016-07-29 00:00:00 AAPL 100 @ 4.9181508166209"
## [1] "2016-08-01 00:00:00 AAPL 100 @ 4.92853568232687"
## [1] "2016-08-02 00:00:00 AAPL 100 @ 5.00594967741717"
## [1] "2016-08-03 00:00:00 AAPL 100 @ 4.94741686346269"
## [1] "2016-08-04 00:00:00 AAPL 100 @ 5.09354054860241"
## [1] "2016-08-05 00:00:00 AAPL 100 @ 5.12682825927067"
## [1] "2016-08-08 00:00:00 AAPL 100 @ 5.18713253636229"
## [1] "2016-08-09 00:00:00 AAPL 100 @ 5.22138568965025"
## [1] "2016-08-10 00:00:00 AAPL 100 @ 5.24454232593529"
## [1] "2016-08-11 00:00:00 AAPL 100 @ 5.23537595803558"
## [1] "2016-08-12 00:00:00 AAPL 100 @ 5.19967592905641"
## [1] "2016-08-15 00:00:00 AAPL 100 @ 5.21704359030424"
## [1] "2016-08-16 00:00:00 AAPL 100 @ 5.28892618553838"
## [1] "2016-08-17 00:00:00 AAPL 100 @ 5.26335723094243"
## [1] "2016-08-18 00:00:00 AAPL 100 @ 5.26962911132354"
## [1] "2016-08-19 00:00:00 AAPL 100 @ 5.2474368134539"
## [1] "2016-08-22 00:00:00 AAPL 100 @ 5.25177891279991"
## [1] "2016-08-23 00:00:00 AAPL 100 @ 5.23875298282999"
## [1] "2016-08-24 00:00:00 AAPL 100 @ 5.23778827634648"
## [1] "2016-08-25 00:00:00 AAPL 100 @ 5.18086102404927"
## [1] "2016-08-26 00:00:00 AAPL 100 @ 5.18182609860088"
## [1] "2016-08-29 00:00:00 AAPL 100 @ 5.1437137513108"
## [1] "2016-08-30 00:00:00 AAPL 100 @ 5.10415416026143"
## [1] "2016-08-31 00:00:00 AAPL 100 @ 5.09740011067262"
## [1] "2016-09-15 00:00:00 AAPL 100 @ 5.49299602116636"
## [1] "2016-09-16 00:00:00 AAPL 100 @ 5.55378283553378"
## [1] "2016-09-19 00:00:00 AAPL 100 @ 5.55715986032818"
## [1] "2016-09-20 00:00:00 AAPL 100 @ 5.45391896739279"
## [1] "2016-09-21 00:00:00 AAPL 100 @ 5.49251348389056"
## [1] "2016-09-22 00:00:00 AAPL 100 @ 5.51663519472721"
## [1] "2016-09-23 00:00:00 AAPL 100 @ 5.52001221952161"
## [1] "2016-09-26 00:00:00 AAPL 100 @ 5.38589556616076"
## [1] "2016-09-27 00:00:00 AAPL 100 @ 5.45150664908188"
## [1] "2016-09-28 00:00:00 AAPL 100 @ 5.48479472781825"
## [1] "2016-09-29 00:00:00 AAPL 100 @ 5.4592257732223"
## [1] "2016-09-30 00:00:00 AAPL 100 @ 5.42545515721014"
## [1] "2016-10-03 00:00:00 AAPL 100 @ 5.43751601262846"
## [1] "2016-10-04 00:00:00 AAPL 100 @ 5.45440113660049"
## [1] "2016-10-05 00:00:00 AAPL 100 @ 5.47080409136482"
## [1] "2016-10-06 00:00:00 AAPL 100 @ 5.48527689702595"
## [1] "2016-10-07 00:00:00 AAPL 100 @ 5.5147054136921"
## [1] "2016-10-10 00:00:00 AAPL 100 @ 5.54895819891197"
## [1] "2016-10-11 00:00:00 AAPL 100 @ 5.67825058371911"
## [1] "2016-10-12 00:00:00 AAPL 100 @ 5.66136545974708"
## [1] "2016-10-13 00:00:00 AAPL 100 @ 5.63434926139183"
## [1] "2016-10-14 00:00:00 AAPL 100 @ 5.68693441434303"
## [1] "2016-10-17 00:00:00 AAPL 100 @ 5.66040075326358"
## [1] "2016-10-18 00:00:00 AAPL 100 @ 5.70140758807226"
## [1] "2016-10-19 00:00:00 AAPL 100 @ 5.65654119119337"
## [1] "2016-10-20 00:00:00 AAPL 100 @ 5.63772628618624"
## [1] "2016-10-21 00:00:00 AAPL 100 @ 5.63531396787533"
## [1] "2016-10-24 00:00:00 AAPL 100 @ 5.64930460432876"
## [1] "2016-10-25 00:00:00 AAPL 100 @ 5.69031143913744"
## [1] "2016-10-26 00:00:00 AAPL 100 @ 5.5147054136921"
## [1] "2016-10-27 00:00:00 AAPL 100 @ 5.5668083974356"
## [1] "2016-10-28 00:00:00 AAPL 100 @ 5.49347855844216"
## [1] "2016-10-31 00:00:00 AAPL 100 @ 5.48286494678314"
## [1] "2016-11-29 00:00:00 AAPL 100 @ 5.45588040989116"
## [1] "2016-11-30 00:00:00 AAPL 100 @ 5.49626513926836"
## [1] "2016-12-01 00:00:00 AAPL 100 @ 5.43568823307522"
## [1] "2016-12-09 00:00:00 AAPL 100 @ 5.5312323728728"
## [1] "2016-12-12 00:00:00 AAPL 100 @ 5.57949723273594"
## [1] "2016-12-13 00:00:00 AAPL 100 @ 5.60658433585444"
## [1] "2016-12-14 00:00:00 AAPL 100 @ 5.6656841872631"
## [1] "2016-12-15 00:00:00 AAPL 100 @ 5.68242890092777"
## [1] "2016-12-16 00:00:00 AAPL 100 @ 5.73611125656367"
## [1] "2016-12-19 00:00:00 AAPL 100 @ 5.70311405558072"
## [1] "2016-12-20 00:00:00 AAPL 100 @ 5.74940850707707"
## [1] "2016-12-21 00:00:00 AAPL 100 @ 5.75236374388195"
## [1] "2016-12-22 00:00:00 AAPL 100 @ 5.73020115869921"
## [1] "2016-12-23 00:00:00 AAPL 100 @ 5.69277129038159"
## [1] "2016-12-27 00:00:00 AAPL 100 @ 5.73857351553155"
## [1] "2016-12-28 00:00:00 AAPL 100 @ 5.78782320383278"
## [1] "2016-12-29 00:00:00 AAPL 100 @ 5.73512605238027"
## [1] "2016-12-30 00:00:00 AAPL 100 @ 5.7449762154877"
## [1] "2017-01-03 00:00:00 AAPL 100 @ 5.70311405558072"
## [1] "2017-01-04 00:00:00 AAPL 100 @ 5.7055763145486"
## [1] "2017-01-05 00:00:00 AAPL 100 @ 5.70902377769987"
## [1] "2017-01-06 00:00:00 AAPL 100 @ 5.75137853969855"
## [1] "2017-01-09 00:00:00 AAPL 100 @ 5.80900058483212"
## [1] "2017-01-10 00:00:00 AAPL 100 @ 5.84938531420932"
## [1] "2017-01-11 00:00:00 AAPL 100 @ 5.84790788367953"
## [1] "2017-01-12 00:00:00 AAPL 100 @ 5.85578801416547"
## [1] "2017-01-13 00:00:00 AAPL 100 @ 5.86613040361929"
## [1] "2017-01-17 00:00:00 AAPL 100 @ 5.82820793320998"
## [1] "2017-01-18 00:00:00 AAPL 100 @ 5.90996259614777"
## [1] "2017-01-19 00:00:00 AAPL 100 @ 5.88041285831609"
## [1] "2017-01-20 00:00:00 AAPL 100 @ 5.9321248055852"
## [1] "2017-01-23 00:00:00 AAPL 100 @ 5.90996259614777"
## [1] "2017-01-24 00:00:00 AAPL 100 @ 5.88780038671033"
## [1] "2017-01-25 00:00:00 AAPL 100 @ 5.93064737505541"
## [1] "2017-01-26 00:00:00 AAPL 100 @ 5.99220948543195"
## [1] "2017-01-27 00:00:00 AAPL 100 @ 6.01535689905278"
## [1] "2017-01-30 00:00:00 AAPL 100 @ 5.95576482129772"
## [1] "2017-01-31 00:00:00 AAPL 100 @ 5.96659981284324"
## [1] "2017-02-01 00:00:00 AAPL 100 @ 6.25618784478617"
## [1] "2017-02-02 00:00:00 AAPL 100 @ 6.30297527411953"
## [1] "2017-02-03 00:00:00 AAPL 100 @ 6.3192273856925"
## [1] "2017-02-06 00:00:00 AAPL 100 @ 6.359612490815"
## [1] "2017-02-07 00:00:00 AAPL 100 @ 6.42905398018688"
## [1] "2017-02-08 00:00:00 AAPL 100 @ 6.46894685896299"
## [1] "2017-02-09 00:00:00 AAPL 100 @ 6.59764598716"
## [1] "2017-02-10 00:00:00 AAPL 100 @ 6.63823981976098"
## [1] "2017-02-13 00:00:00 AAPL 100 @ 6.66931090587274"
## [1] "2017-02-14 00:00:00 AAPL 100 @ 6.68885574466804"
## [1] "2017-02-15 00:00:00 AAPL 100 @ 6.79159174949255"
## [1] "2017-02-16 00:00:00 AAPL 100 @ 6.7991087010696"
## [1] "2017-02-17 00:00:00 AAPL 100 @ 6.77054352038184"
## [1] "2017-02-21 00:00:00 AAPL 100 @ 6.82717300655054"
## [1] "2017-02-22 00:00:00 AAPL 100 @ 6.8371958635516"
## [1] "2017-02-23 00:00:00 AAPL 100 @ 6.88480577252281"
## [1] "2017-02-24 00:00:00 AAPL 100 @ 6.81113658828785"
## [1] "2017-02-27 00:00:00 AAPL 100 @ 6.87277788530456"
## [1] "2017-02-28 00:00:00 AAPL 100 @ 6.86977110467374"
## [1] "2017-03-01 00:00:00 AAPL 100 @ 6.91036417257975"
## [1] "2017-03-02 00:00:00 AAPL 100 @ 7.01610695803508"
## [1] "2017-03-03 00:00:00 AAPL 100 @ 6.95496653622518"
## [1] "2017-03-06 00:00:00 AAPL 100 @ 6.98453423202153"
## [1] "2017-03-07 00:00:00 AAPL 100 @ 6.96899868896565"
## [1] "2017-03-08 00:00:00 AAPL 100 @ 6.96348600291082"
## [1] "2017-03-09 00:00:00 AAPL 100 @ 6.95296227070295"
## [1] "2017-03-10 00:00:00 AAPL 100 @ 6.97852067075989"
## [1] "2017-03-13 00:00:00 AAPL 100 @ 6.95847495675778"
## [1] "2017-03-14 00:00:00 AAPL 100 @ 6.9810265761839"
## [1] "2017-03-15 00:00:00 AAPL 100 @ 6.98653926223873"
## [1] "2017-03-16 00:00:00 AAPL 100 @ 7.05218985499486"
## [1] "2017-03-17 00:00:00 AAPL 100 @ 7.06622200773533"
## [1] "2017-03-20 00:00:00 AAPL 100 @ 7.03615267203719"
## [1] "2017-03-21 00:00:00 AAPL 100 @ 7.12184974349041"
## [1] "2017-03-22 00:00:00 AAPL 100 @ 7.00859000645803"
## [1] "2017-03-23 00:00:00 AAPL 100 @ 7.07925164536721"
## [1] "2017-03-24 00:00:00 AAPL 100 @ 7.09127953258545"
## [1] "2017-03-27 00:00:00 AAPL 100 @ 6.98553674713013"
## [1] "2017-03-28 00:00:00 AAPL 100 @ 7.0617118367891"
## [1] "2017-03-29 00:00:00 AAPL 100 @ 7.20052997387841"
## [1] "2017-03-30 00:00:00 AAPL 100 @ 7.22608913863032"
## [1] "2017-03-31 00:00:00 AAPL 100 @ 7.20253500409561"
## [1] "2017-04-03 00:00:00 AAPL 100 @ 7.2020341288888"
## [1] "2017-04-04 00:00:00 AAPL 100 @ 7.17898086956089"
## [1] "2017-04-05 00:00:00 AAPL 100 @ 7.22759252894573"
## [1] "2017-04-06 00:00:00 AAPL 100 @ 7.23110018478337"
## [1] "2017-04-07 00:00:00 AAPL 100 @ 7.20303587930242"
## [1] "2017-04-10 00:00:00 AAPL 100 @ 7.19652144283397"
## [1] "2017-04-11 00:00:00 AAPL 100 @ 7.16344532650501"
## [1] "2017-04-12 00:00:00 AAPL 100 @ 7.09629134343347"
## [1] "2017-04-13 00:00:00 AAPL 100 @ 7.11182688648935"
## [1] "2017-04-17 00:00:00 AAPL 100 @ 7.09027701747686"
## [1] "2017-04-18 00:00:00 AAPL 100 @ 7.08676936163923"
## [1] "2017-04-27 00:00:00 AAPL 100 @ 7.21255786109667"
## [1] "2017-04-28 00:00:00 AAPL 100 @ 7.22107732778231"
## [1] "2017-05-01 00:00:00 AAPL 100 @ 7.27169401738435"
## [1] "2017-05-02 00:00:00 AAPL 100 @ 7.39397409630918"
## [1] "2017-05-03 00:00:00 AAPL 100 @ 7.29624990233269"
## [1] "2017-05-04 00:00:00 AAPL 100 @ 7.34285729619531"
## [1] "2017-05-05 00:00:00 AAPL 100 @ 7.35488441871858"
## [1] "2017-05-08 00:00:00 AAPL 100 @ 7.46864579565275"
## [1] "2017-05-09 00:00:00 AAPL 100 @ 7.71120245267516"
## [1] "2017-05-10 00:00:00 AAPL 100 @ 7.69917533015189"
## [1] "2017-05-11 00:00:00 AAPL 100 @ 7.76776173867606"
## [1] "2017-05-12 00:00:00 AAPL 100 @ 7.88240564987243"
## [1] "2017-05-15 00:00:00 AAPL 100 @ 7.94915375821682"
## [1] "2017-05-16 00:00:00 AAPL 100 @ 7.94558746304634"
## [1] "2017-05-17 00:00:00 AAPL 100 @ 7.82635798199703"
## [1] "2017-05-18 00:00:00 AAPL 100 @ 7.70763774954955"
## [1] "2017-05-19 00:00:00 AAPL 100 @ 7.81514829292619"
## [1] "2017-05-22 00:00:00 AAPL 100 @ 7.84673881077376"
## [1] "2017-05-23 00:00:00 AAPL 100 @ 7.89259606426079"
## [1] "2017-05-24 00:00:00 AAPL 100 @ 7.83858616827155"
## [1] "2017-05-25 00:00:00 AAPL 100 @ 7.83298132373613"
## [1] "2017-05-26 00:00:00 AAPL 100 @ 7.84673881077376"
## [1] "2017-05-30 00:00:00 AAPL 100 @ 7.81718606481235"
## [1] "2017-05-31 00:00:00 AAPL 100 @ 7.84521028748944"
## [1] "2017-06-01 00:00:00 AAPL 100 @ 7.8044478524572"
## [1] "2017-06-02 00:00:00 AAPL 100 @ 7.82533870731456"
## [1] "2017-06-05 00:00:00 AAPL 100 @ 7.86406259298186"
## [1] "2017-06-06 00:00:00 AAPL 100 @ 7.84164321484019"
## [1] "2017-06-07 00:00:00 AAPL 100 @ 7.89871093487684"
## [1] "2017-06-08 00:00:00 AAPL 100 @ 7.91042987254952"
## [1] "2017-06-09 00:00:00 AAPL 100 @ 7.90737282598089"
## [1] "2017-06-12 00:00:00 AAPL 100 @ 7.42586855445189"
## [1] "2017-07-19 00:00:00 AAPL 100 @ 7.66738456311916"
## [1] "2017-07-20 00:00:00 AAPL 100 @ 7.71935668722224"
## [1] "2017-07-21 00:00:00 AAPL 100 @ 7.64241816448948"
## [1] "2017-07-24 00:00:00 AAPL 100 @ 7.67248015905273"
## [1] "2017-07-25 00:00:00 AAPL 100 @ 7.73464269754418"
## [1] "2017-07-26 00:00:00 AAPL 100 @ 7.81361976964187"
## [1] "2017-07-27 00:00:00 AAPL 100 @ 7.83400059841861"
## [1] "2017-07-28 00:00:00 AAPL 100 @ 7.6373225685559"
## [1] "2017-07-31 00:00:00 AAPL 100 @ 7.63783181715775"
## [1] "2017-08-01 00:00:00 AAPL 100 @ 7.59707015960429"
## [1] "2017-08-02 00:00:00 AAPL 100 @ 8.11576979351627"
## [1] "2017-08-03 00:00:00 AAPL 100 @ 8.00214515700237"
## [1] "2017-08-04 00:00:00 AAPL 100 @ 7.95221158226423"
## [1] "2017-08-07 00:00:00 AAPL 100 @ 8.00265440560422"
## [1] "2017-08-08 00:00:00 AAPL 100 @ 8.08112222910007"
## [1] "2017-08-09 00:00:00 AAPL 100 @ 8.1147505188338"
## [1] "2017-08-10 00:00:00 AAPL 100 @ 8.27686294981978"
## [1] "2017-08-11 00:00:00 AAPL 100 @ 8.10604651616712"
## [1] "2017-08-14 00:00:00 AAPL 100 @ 8.24684125154201"
## [1] "2017-08-15 00:00:00 AAPL 100 @ 8.31620314313258"
## [1] "2017-08-16 00:00:00 AAPL 100 @ 8.38245939626937"
## [1] "2017-08-17 00:00:00 AAPL 100 @ 8.30895639012815"
## [1] "2017-08-18 00:00:00 AAPL 100 @ 8.17126729320703"
## [1] "2017-08-21 00:00:00 AAPL 100 @ 8.15263267264751"
## [1] "2017-08-22 00:00:00 AAPL 100 @ 8.19041925689658"
## [1] "2017-08-23 00:00:00 AAPL 100 @ 8.23390056476003"
## [1] "2017-08-24 00:00:00 AAPL 100 @ 8.30429714261063"
## [1] "2017-08-25 00:00:00 AAPL 100 @ 8.2639222630378"
## [1] "2017-08-28 00:00:00 AAPL 100 @ 8.28928629347175"
## [1] "2017-08-29 00:00:00 AAPL 100 @ 8.28721613111484"
## [1] "2017-08-30 00:00:00 AAPL 100 @ 8.47873813752078"
## [1] "2017-08-31 00:00:00 AAPL 100 @ 8.47045590841947"
## [1] "2017-09-01 00:00:00 AAPL 100 @ 8.5305008846487"
## [1] "2017-09-05 00:00:00 AAPL 100 @ 8.47614984219701"
## [1] "2017-09-06 00:00:00 AAPL 100 @ 8.42231693271219"
## [1] "2017-09-07 00:00:00 AAPL 100 @ 8.39022349240382"
## [1] "2017-09-08 00:00:00 AAPL 100 @ 8.3265555345908"
## [1] "2017-09-11 00:00:00 AAPL 100 @ 8.30792091403127"
## [1] "2017-09-12 00:00:00 AAPL 100 @ 8.41714034206466"
## [1] "2017-09-13 00:00:00 AAPL 100 @ 8.27531013059289"
## [1] "2017-09-14 00:00:00 AAPL 100 @ 8.22975945020937"
## [1] "2017-10-17 00:00:00 AAPL 100 @ 8.27065167291222"
## [1] "2017-10-18 00:00:00 AAPL 100 @ 8.30377979948062"
## [1] "2017-10-19 00:00:00 AAPL 100 @ 8.11381061230157"
## [1] "2017-10-20 00:00:00 AAPL 100 @ 8.10656385929713"
## [1] "2017-10-23 00:00:00 AAPL 100 @ 8.121057365306"
## [1] "2017-10-24 00:00:00 AAPL 100 @ 8.08999940109452"
## [1] "2017-10-25 00:00:00 AAPL 100 @ 8.12209284140288"
## [1] "2017-10-26 00:00:00 AAPL 100 @ 8.13865650976866"
## [1] "2017-10-27 00:00:00 AAPL 100 @ 8.24528764247828"
## [1] "2017-10-30 00:00:00 AAPL 100 @ 8.48339659520145"
## [1] "2017-10-31 00:00:00 AAPL 100 @ 8.69096492684315"
## [1] "2017-11-01 00:00:00 AAPL 100 @ 8.7929376018721"
## [1] "2017-11-02 00:00:00 AAPL 100 @ 8.62367398744632"
## [1] "2017-11-03 00:00:00 AAPL 100 @ 9.0067180002582"
## [1] "2017-11-06 00:00:00 AAPL 100 @ 8.9223444696919"
## [1] "2017-11-07 00:00:00 AAPL 100 @ 9.00205954257753"
## [1] "2017-11-08 00:00:00 AAPL 100 @ 9.04088160292347"
## [1] "2017-11-09 00:00:00 AAPL 100 @ 9.06417468116367"
## [1] "2017-11-10 00:00:00 AAPL 100 @ 9.19593356183498"
## [1] "2017-11-13 00:00:00 AAPL 100 @ 9.1113840866725"
## [1] "2017-11-14 00:00:00 AAPL 100 @ 9.0872267503469"
## [1] "2017-11-15 00:00:00 AAPL 100 @ 8.92600555812115"
## [1] "2017-11-16 00:00:00 AAPL 100 @ 8.98954847967048"
## [1] "2017-11-17 00:00:00 AAPL 100 @ 8.9821963862354"
## [1] "2017-11-20 00:00:00 AAPL 100 @ 8.94280999969359"
## [1] "2017-11-21 00:00:00 AAPL 100 @ 8.96854272737541"
## [1] "2017-11-22 00:00:00 AAPL 100 @ 9.10403199323742"
## [1] "2017-11-24 00:00:00 AAPL 100 @ 9.19540869848893"
## [1] "2017-11-27 00:00:00 AAPL 100 @ 9.19278277912253"
## [1] "2017-11-28 00:00:00 AAPL 100 @ 9.15339639258072"
## [1] "2017-11-29 00:00:00 AAPL 100 @ 9.06569613470578"
## [1] "2017-11-30 00:00:00 AAPL 100 @ 8.95016209312867"
## [1] "2017-12-01 00:00:00 AAPL 100 @ 8.92495503011097"
## [1] "2017-12-04 00:00:00 AAPL 100 @ 9.05781837660657"
## [1] "2017-12-05 00:00:00 AAPL 100 @ 8.87821655013408"
## [1] "2017-12-06 00:00:00 AAPL 100 @ 8.796292994338"
## [1] "2017-12-18 00:00:00 AAPL 100 @ 9.18385529433122"
## [1] "2017-12-19 00:00:00 AAPL 100 @ 9.19173225111235"
## [1] "2017-12-20 00:00:00 AAPL 100 @ 9.18332962966709"
## [1] "2017-12-21 00:00:00 AAPL 100 @ 9.14656916249168"
## [1] "2017-12-22 00:00:00 AAPL 100 @ 9.1733516168656"
## [1] "2017-12-26 00:00:00 AAPL 100 @ 8.96959325538559"
## [1] "2017-12-27 00:00:00 AAPL 100 @ 8.93283278821018"
## [1] "2017-12-28 00:00:00 AAPL 100 @ 8.98009613153313"
## [1] "2017-12-29 00:00:00 AAPL 100 @ 8.95488906851543"
## [1] "2018-01-02 00:00:00 AAPL 100 @ 8.93598357092264"
## [1] "2018-01-10 00:00:00 AAPL 100 @ 9.09352911708988"
## [1] "2018-01-11 00:00:00 AAPL 100 @ 9.16862544279692"
## [1] "2018-01-12 00:00:00 AAPL 100 @ 9.25212438994923"
## [1] "2018-01-16 00:00:00 AAPL 100 @ 9.34245056719056"
## [1] "2018-01-17 00:00:00 AAPL 100 @ 9.250548998593"
## [1] "2018-01-18 00:00:00 AAPL 100 @ 9.41964794891796"
## [1] "2018-01-19 00:00:00 AAPL 100 @ 9.3797366990301"
## [1] "2018-01-22 00:00:00 AAPL 100 @ 9.31094193874796"
## [1] "2018-01-23 00:00:00 AAPL 100 @ 9.31094193874796"
## [1] "2018-01-24 00:00:00 AAPL 100 @ 9.30831601938156"
## [1] "2018-01-25 00:00:00 AAPL 100 @ 9.16442413207429"
## [1] "2018-01-26 00:00:00 AAPL 100 @ 9.03261131358887"
## [1] "2018-01-29 00:00:00 AAPL 100 @ 8.93598357092264"
## [1] "2018-02-06 00:00:00 AAPL -100 @ 8.13092573384983"
## [1] "2018-02-09 00:00:00 AAPL -100 @ 8.38474801484488"
## [1] "2018-02-21 00:00:00 AAPL 100 @ 9.22605174243937"
## [1] "2018-02-22 00:00:00 AAPL 100 @ 9.17106810573414"
## [1] "2018-02-23 00:00:00 AAPL 100 @ 9.27089262420024"
## [1] "2018-02-26 00:00:00 AAPL 100 @ 9.41395743709461"
## [1] "2018-02-27 00:00:00 AAPL 100 @ 9.5607585828616"
## [1] "2018-02-28 00:00:00 AAPL 100 @ 9.56929912137682"
## [1] "2018-03-01 00:00:00 AAPL 100 @ 9.53086384713942"
## [1] "2018-03-02 00:00:00 AAPL 100 @ 9.2244503405585"
## [1] "2018-03-05 00:00:00 AAPL 100 @ 9.35310172197678"
## [1] "2018-03-06 00:00:00 AAPL 100 @ 9.49723359309289"
## [1] "2018-03-07 00:00:00 AAPL 100 @ 9.33868829050069"
## [1] "2018-03-08 00:00:00 AAPL 100 @ 9.36751433890461"
## [1] "2018-03-09 00:00:00 AAPL 100 @ 9.49990286774376"
## [1] "2018-03-12 00:00:00 AAPL 100 @ 9.62428275808204"
## [1] "2018-03-13 00:00:00 AAPL 100 @ 9.74706206108771"
## [1] "2018-03-14 00:00:00 AAPL 100 @ 9.62588497451117"
## [1] "2018-03-15 00:00:00 AAPL 100 @ 9.52872891614768"
## [1] "2018-03-16 00:00:00 AAPL 100 @ 9.53673592555203"
## [1] "2018-03-19 00:00:00 AAPL 100 @ 9.4657382700381"
## [1] "2018-03-20 00:00:00 AAPL 100 @ 9.35470312385765"
## [1] "2018-03-21 00:00:00 AAPL 100 @ 9.34402602525417"
## [1] "2018-03-22 00:00:00 AAPL 100 @ 9.07497992014065"
## [1] "2018-04-16 00:00:00 AAPL 100 @ 9.3434924961433"
## [1] "2018-04-17 00:00:00 AAPL 100 @ 9.4214309173881"
## [1] "2018-04-18 00:00:00 AAPL 100 @ 9.49189504379115"
## [1] "2018-04-19 00:00:00 AAPL 100 @ 9.27569682984285"
## [1] "2018-04-20 00:00:00 AAPL 100 @ 9.10700958685456"
## [1] "2018-04-23 00:00:00 AAPL 100 @ 8.90575833349322"
## [1] "2018-04-30 00:00:00 AAPL -100 @ 8.6548619927284"
## [1] "2018-05-07 00:00:00 AAPL 100 @ 9.88532185379121"
## [1] "2018-05-08 00:00:00 AAPL 100 @ 9.87517991339513"
## [1] "2018-05-09 00:00:00 AAPL 100 @ 9.9584560693934"
## [1] "2018-05-10 00:00:00 AAPL 100 @ 10.0219810591621"
## [1] "2018-05-11 00:00:00 AAPL 100 @ 10.2732503814584"
## [1] "2018-05-14 00:00:00 AAPL 100 @ 10.2472264598507"
## [1] "2018-05-15 00:00:00 AAPL 100 @ 10.1263266561963"
## [1] "2018-05-16 00:00:00 AAPL 100 @ 10.0878342831145"
## [1] "2018-05-17 00:00:00 AAPL 100 @ 10.1924693425789"
## [1] "2018-05-18 00:00:00 AAPL 100 @ 10.1485551123473"
## [1] "2018-05-21 00:00:00 AAPL 100 @ 10.1924693425789"
## [1] "2018-05-22 00:00:00 AAPL 100 @ 10.2130714070368"
## [1] "2018-05-23 00:00:00 AAPL 100 @ 10.1030144904227"
## [1] "2018-05-24 00:00:00 AAPL 100 @ 10.234215326306"
## [1] "2018-05-25 00:00:00 AAPL 100 @ 10.2049386213122"
## [1] "2018-05-29 00:00:00 AAPL 100 @ 10.1707835684983"
## [1] "2018-05-30 00:00:00 AAPL 100 @ 10.1772891352706"
## [1] "2018-05-31 00:00:00 AAPL 100 @ 10.1501815040404"
## [1] "2018-06-01 00:00:00 AAPL 100 @ 10.1919274877676"
## [1] "2018-06-04 00:00:00 AAPL 100 @ 10.3898128648448"
## [1] "2018-06-05 00:00:00 AAPL 100 @ 10.4673411203382"
## [1] "2018-06-06 00:00:00 AAPL 100 @ 10.4977015349546"
## [1] "2018-06-07 00:00:00 AAPL 100 @ 10.5253510209961"
## [1] "2018-06-08 00:00:00 AAPL 100 @ 10.3643316253076"
## [1] "2018-06-11 00:00:00 AAPL 100 @ 10.3740908027253"
## [1] "2018-06-12 00:00:00 AAPL 100 @ 10.3762590492297"
## [1] "2018-06-13 00:00:00 AAPL 100 @ 10.4321007033833"
## [1] "2018-06-14 00:00:00 AAPL 100 @ 10.3849336897656"
## [1] "2018-06-15 00:00:00 AAPL 100 @ 10.302526259193"
## [1] "2018-06-18 00:00:00 AAPL 100 @ 10.1859637758066"
## [1] "2018-06-19 00:00:00 AAPL 100 @ 10.0374136588514"
## [1] "2018-07-11 00:00:00 AAPL 100 @ 10.2195769738091"
## [1] "2018-07-12 00:00:00 AAPL 100 @ 10.2754186279627"
## [1] "2018-07-13 00:00:00 AAPL 100 @ 10.3594524502284"
## [1] "2018-07-16 00:00:00 AAPL 100 @ 10.3833072980725"
## [1] "2018-07-17 00:00:00 AAPL 100 @ 10.2873460518848"
## [1] "2018-07-18 00:00:00 AAPL 100 @ 10.3974029684989"
## [1] "2018-07-19 00:00:00 AAPL 100 @ 10.2840932684986"
## [1] "2018-07-20 00:00:00 AAPL 100 @ 10.3974029684989"
## [1] "2018-07-23 00:00:00 AAPL 100 @ 10.3377658488886"
## [1] "2018-07-24 00:00:00 AAPL 100 @ 10.4337270950763"
## [1] "2018-07-25 00:00:00 AAPL 100 @ 10.4667984382676"
## [1] "2018-07-26 00:00:00 AAPL 100 @ 10.5508322605333"
## [1] "2018-07-27 00:00:00 AAPL 100 @ 10.5714343249913"
## [1] "2018-07-30 00:00:00 AAPL 100 @ 10.4039085352712"
## [1] "2018-07-31 00:00:00 AAPL 100 @ 10.3171646116899"
## [1] "2018-08-01 00:00:00 AAPL 100 @ 10.7958854784875"
## [1] "2018-08-02 00:00:00 AAPL 100 @ 10.8744974436034"
## [1] "2018-08-03 00:00:00 AAPL 100 @ 11.2241857210219"
## [1] "2018-08-06 00:00:00 AAPL 100 @ 11.2767745917894"
## [1] "2018-08-07 00:00:00 AAPL 100 @ 11.3483391353217"
## [1] "2018-08-08 00:00:00 AAPL 100 @ 11.1710549954432"
## [1] "2018-08-09 00:00:00 AAPL 100 @ 11.3597238771732"
## [1] "2018-08-10 00:00:00 AAPL 100 @ 11.4014615123911"
## [1] "2018-08-13 00:00:00 AAPL 100 @ 11.5086799493569"
## [1] "2018-08-14 00:00:00 AAPL 100 @ 11.5554165998488"
## [1] "2018-08-15 00:00:00 AAPL 100 @ 11.5037315997249"
## [1] "2018-08-16 00:00:00 AAPL 100 @ 11.6428407992988"
## [1] "2018-08-17 00:00:00 AAPL 100 @ 11.7357637243317"
## [1] "2018-08-20 00:00:00 AAPL 100 @ 11.9919888991231"
## [1] "2018-08-21 00:00:00 AAPL 100 @ 11.9205096614834"
## [1] "2018-08-22 00:00:00 AAPL 100 @ 11.7720532996086"
## [1] "2018-08-23 00:00:00 AAPL 100 @ 11.8022937733517"
## [1] "2018-08-24 00:00:00 AAPL 100 @ 11.9095130493052"
## [1] "2018-08-27 00:00:00 AAPL 100 @ 11.9397535230482"
## [1] "2018-08-28 00:00:00 AAPL 100 @ 12.042023610382"
## [1] "2018-08-29 00:00:00 AAPL 100 @ 12.1047052226841"
## [1] "2018-08-30 00:00:00 AAPL 100 @ 12.2751556479029"
## [1] "2018-08-31 00:00:00 AAPL 100 @ 12.4544028594717"
## [1] "2018-09-04 00:00:00 AAPL 100 @ 12.5588727726337"
## [1] "2018-09-05 00:00:00 AAPL 100 @ 12.5907635352418"
## [1] "2018-09-06 00:00:00 AAPL 100 @ 12.4390074346247"
## [1] "2018-09-07 00:00:00 AAPL 100 @ 12.198178523668"
## [1] "2018-09-10 00:00:00 AAPL 100 @ 12.1486925103846"
## [1] "2018-09-11 00:00:00 AAPL 100 @ 11.9870397105034"
## [1] "2018-09-12 00:00:00 AAPL 100 @ 12.3680785729359"
## [1] "2018-09-13 00:00:00 AAPL 100 @ 12.2900015357867"
## [1] "2018-09-14 00:00:00 AAPL 100 @ 12.4126153975995"
## [1] "2018-09-17 00:00:00 AAPL 100 @ 12.2146730224414"
## [1] "2018-09-18 00:00:00 AAPL 100 @ 11.974943185411"
## [1] "2018-09-19 00:00:00 AAPL 100 @ 12.0139821234795"
## [1] "2018-10-01 00:00:00 AAPL 100 @ 12.5335798095349"
## [1] "2018-10-02 00:00:00 AAPL 100 @ 12.4950912474174"
## [1] "2018-10-03 00:00:00 AAPL 100 @ 12.6490463348751"
## [1] "2018-10-04 00:00:00 AAPL 100 @ 12.68918434687"
## [1] "2018-10-05 00:00:00 AAPL 100 @ 12.5341301854859"
## [1] "2018-10-08 00:00:00 AAPL 100 @ 12.2179727611838"
## [1] "2018-10-09 00:00:00 AAPL 100 @ 12.2965993352961"
## [1] "2018-10-10 00:00:00 AAPL 100 @ 12.3966704357893"
## [1] "2018-10-11 00:00:00 AAPL 100 @ 11.7951464368791"
## [1] "2018-10-12 00:00:00 AAPL 100 @ 12.1195511105679"
## [1] "2018-11-15 00:00:00 AAPL -100 @ 10.5045144238192"
## [1] "2018-11-20 00:00:00 AAPL -100 @ 9.94580493951639"
## [1] "2018-11-21 00:00:00 AAPL -100 @ 10.0216377654314"
## [1] "2018-11-23 00:00:00 AAPL -100 @ 9.75455058603122"
## [1] "2018-11-26 00:00:00 AAPL -100 @ 9.71551917213843"
## [1] "2018-11-27 00:00:00 AAPL -100 @ 9.56329538172504"
## [1] "2018-11-28 00:00:00 AAPL -100 @ 9.85435954804428"
## [1] "2018-11-29 00:00:00 AAPL -100 @ 10.1850132668397"
## [1] "2018-11-30 00:00:00 AAPL -100 @ 10.0528628965456"
## [1] "2018-12-03 00:00:00 AAPL -100 @ 10.2853803674362"
## [1] "2018-12-04 00:00:00 AAPL -100 @ 10.0896643085678"
## [1] "2018-12-06 00:00:00 AAPL -100 @ 9.57723523317397"
## [1] "2018-12-07 00:00:00 AAPL -100 @ 9.67369961779166"
## [1] "2018-12-10 00:00:00 AAPL -100 @ 9.20030195629059"
## [1] "2018-12-11 00:00:00 AAPL -100 @ 9.571659803087"
## [1] "2018-12-12 00:00:00 AAPL -100 @ 9.50140240725897"
## [1] "2018-12-13 00:00:00 AAPL -100 @ 9.50642140040455"
## [1] "2018-12-14 00:00:00 AAPL -100 @ 9.4233395794734"
## [1] "2018-12-17 00:00:00 AAPL -100 @ 9.22539351873446"
## [1] "2018-12-18 00:00:00 AAPL -100 @ 9.22149080275568"
## [1] "2018-12-19 00:00:00 AAPL -100 @ 9.25606136208629"
## [1] "2018-12-20 00:00:00 AAPL -100 @ 8.94380834930197"
## [1] "2018-12-21 00:00:00 AAPL -100 @ 8.74642042714643"
## [1] "2018-12-24 00:00:00 AAPL -100 @ 8.26075562830463"
## [1] "2018-12-26 00:00:00 AAPL -100 @ 8.2691200496666"
## [1] "2018-12-27 00:00:00 AAPL -100 @ 8.68954559500493"
## [1] "2018-12-28 00:00:00 AAPL -100 @ 8.78210641282284"
## [1] "2018-12-31 00:00:00 AAPL -100 @ 8.83953853272673"
## [1] "2019-01-02 00:00:00 AAPL -100 @ 8.63657432966322"
## [1] "2019-01-03 00:00:00 AAPL -100 @ 8.02823900823508"
## [1] "2019-01-04 00:00:00 AAPL -100 @ 8.05890685158692"
## [1] "2019-01-07 00:00:00 AAPL -100 @ 8.29142347165647"
## [1] "2019-01-08 00:00:00 AAPL -100 @ 8.33937659467361"
## [1] "2019-01-09 00:00:00 AAPL -100 @ 8.43584012847029"
## [1] "2019-01-10 00:00:00 AAPL -100 @ 8.50330938384434"
## [1] "2019-01-11 00:00:00 AAPL -100 @ 8.52449823030943"
## [1] "2019-01-14 00:00:00 AAPL -100 @ 8.41130670460984"
## [1] "2019-01-15 00:00:00 AAPL -100 @ 8.37896614714981"
## [1] "2019-01-16 00:00:00 AAPL -100 @ 8.53564994130436"
## [1] "2019-01-17 00:00:00 AAPL -100 @ 8.59810020353282"
## [1] "2019-01-18 00:00:00 AAPL -100 @ 8.78210641282284"
## [1] "2019-01-22 00:00:00 AAPL -100 @ 8.72132886470257"
## [1] "2019-03-18 00:00:00 AAPL 100 @ 10.540144696181"
## [1] "2019-03-19 00:00:00 AAPL 100 @ 10.684802396395"
## [1] "2019-03-20 00:00:00 AAPL 100 @ 10.5645375107482"
## [1] "2019-03-21 00:00:00 AAPL 100 @ 10.7795387906573"
## [1] "2019-03-22 00:00:00 AAPL 100 @ 11.081333651966"
## [1] "2019-03-25 00:00:00 AAPL 100 @ 10.8640636152443"
## [1] "2019-03-26 00:00:00 AAPL 100 @ 10.8725734009082"
## [1] "2019-03-27 00:00:00 AAPL 100 @ 10.7074934269509"
## [1] "2019-03-28 00:00:00 AAPL 100 @ 10.7188389422289"
## [1] "2019-03-29 00:00:00 AAPL 100 @ 10.7687602481807"
## [1] "2019-04-01 00:00:00 AAPL 100 @ 10.8714385896982"
## [1] "2019-04-02 00:00:00 AAPL 100 @ 10.8402377734784"
## [1] "2019-04-03 00:00:00 AAPL 100 @ 10.9627714159379"
## [1] "2019-04-04 00:00:00 AAPL 100 @ 11.0501328357461"
## [1] "2019-04-05 00:00:00 AAPL 100 @ 11.1443022572071"
## [1] "2019-04-08 00:00:00 AAPL 100 @ 11.1426004731958"
## [1] "2019-04-09 00:00:00 AAPL 100 @ 11.3638419163488"
## [1] "2019-04-10 00:00:00 AAPL 100 @ 11.2708064404905"
## [1] "2019-04-11 00:00:00 AAPL 100 @ 11.3939079213587"
## [1] "2019-04-12 00:00:00 AAPL 100 @ 11.3003054726991"
## [1] "2019-04-15 00:00:00 AAPL 100 @ 11.2651341156552"
## [1] "2019-04-16 00:00:00 AAPL 100 @ 11.315055421607"
## [1] "2019-04-17 00:00:00 AAPL 100 @ 11.3195929352323"
## [1] "2019-04-18 00:00:00 AAPL 100 @ 11.5226808614548"
## [1] "2019-04-22 00:00:00 AAPL 100 @ 11.5062299941429"
## [1] "2019-04-23 00:00:00 AAPL 100 @ 11.5969949819738"
## [1] "2019-04-24 00:00:00 AAPL 100 @ 11.7632097671411"
## [1] "2019-04-25 00:00:00 AAPL 100 @ 11.7331437621312"
## [1] "2019-04-26 00:00:00 AAPL 100 @ 11.623657418961"
## [1] "2019-04-29 00:00:00 AAPL 100 @ 11.5952931979625"
## [1] "2019-04-30 00:00:00 AAPL 100 @ 11.5192772934321"
## [1] "2019-05-01 00:00:00 AAPL 100 @ 11.9061656833438"
## [1] "2019-05-02 00:00:00 AAPL 100 @ 11.9038960609238"
## [1] "2019-05-03 00:00:00 AAPL 100 @ 11.9634610981422"
## [1] "2019-05-06 00:00:00 AAPL 100 @ 11.5890530347185"
## [1] "2019-05-07 00:00:00 AAPL 100 @ 11.6792519153555"
## [1] "2019-05-08 00:00:00 AAPL 100 @ 11.4534720929698"
## [1] "2019-05-09 00:00:00 AAPL 100 @ 11.3683794299741"
## [1] "2019-05-10 00:00:00 AAPL 100 @ 11.3738580228924"
## [1] "2019-05-13 00:00:00 AAPL 100 @ 10.814441219945"
## [1] "2019-05-21 00:00:00 AAPL -100 @ 10.6709857989231"
## [1] "2019-05-23 00:00:00 AAPL -100 @ 10.3587261989348"
## [1] "2019-05-24 00:00:00 AAPL -100 @ 10.3817708440105"
## [1] "2019-05-28 00:00:00 AAPL -100 @ 10.3080269248522"
## [1] "2019-05-29 00:00:00 AAPL -100 @ 10.1639956953873"
## [1] "2019-05-30 00:00:00 AAPL -100 @ 10.2521427374921"
## [1] "2019-05-31 00:00:00 AAPL -100 @ 10.1530491812925"
## [1] "2019-06-03 00:00:00 AAPL -100 @ 10.1167539092532"
## [1] "2019-06-04 00:00:00 AAPL -100 @ 10.1075356995842"
## [1] "2019-06-05 00:00:00 AAPL -100 @ 10.6168299159888"
## [1] "2019-06-06 00:00:00 AAPL -100 @ 10.547695101665"
## [1] "2019-06-14 00:00:00 AAPL 100 @ 11.0356729774198"
## [1] "2019-06-17 00:00:00 AAPL 100 @ 11.1134493138728"
## [1] "2019-06-18 00:00:00 AAPL 100 @ 11.2949291904567"
## [1] "2019-06-19 00:00:00 AAPL 100 @ 11.5040619378538"
## [1] "2019-06-20 00:00:00 AAPL 100 @ 11.5438146978416"
## [1] "2019-06-21 00:00:00 AAPL 100 @ 11.453363542868"
## [1] "2019-06-24 00:00:00 AAPL 100 @ 11.4383837323817"
## [1] "2019-06-25 00:00:00 AAPL 100 @ 11.4320463231214"
## [1] "2019-06-26 00:00:00 AAPL 100 @ 11.3940227466563"
## [1] "2019-06-27 00:00:00 AAPL 100 @ 11.5392055930071"
## [1] "2019-06-28 00:00:00 AAPL 100 @ 11.4464494460679"
## [1] "2019-07-01 00:00:00 AAPL 100 @ 11.7051298506617"
## [1] "2019-07-02 00:00:00 AAPL 100 @ 11.6037321815933"
## [1] "2019-07-03 00:00:00 AAPL 100 @ 11.711467259922"
## [1] "2019-07-05 00:00:00 AAPL 100 @ 11.7155005563135"
## [1] "2019-07-08 00:00:00 AAPL 100 @ 11.569164334883"
## [1] "2019-07-09 00:00:00 AAPL 100 @ 11.4764081879437"
## [1] "2019-07-10 00:00:00 AAPL 100 @ 11.6290818186346"
## [1] "2019-07-11 00:00:00 AAPL 100 @ 11.7131955643479"
## [1] "2019-07-12 00:00:00 AAPL 100 @ 11.6636487862481"
## [1] "2019-07-15 00:00:00 AAPL 100 @ 11.7581332376131"
## [1] "2019-07-16 00:00:00 AAPL 100 @ 11.7869394835061"
## [1] "2019-07-17 00:00:00 AAPL 100 @ 11.7558291247443"
## [1] "2019-07-18 00:00:00 AAPL 100 @ 11.7529483243357"
## [1] "2019-07-19 00:00:00 AAPL 100 @ 11.8560742978299"
## [1] "2019-07-22 00:00:00 AAPL 100 @ 11.7327836005718"
## [1] "2019-07-23 00:00:00 AAPL 100 @ 12.0099004245037"
## [1] "2019-07-24 00:00:00 AAPL 100 @ 11.9643860636985"
## [1] "2019-07-25 00:00:00 AAPL 100 @ 12.0346733740051"
## [1] "2019-07-26 00:00:00 AAPL 100 @ 11.9534395496037"
## [1] "2019-07-29 00:00:00 AAPL 100 @ 12.0099004245037"
## [1] "2019-07-30 00:00:00 AAPL 100 @ 12.027183468762"
## [1] "2019-07-31 00:00:00 AAPL 100 @ 12.4684953668256"
## [1] "2019-08-01 00:00:00 AAPL 100 @ 12.3233116413779"
## [1] "2019-08-02 00:00:00 AAPL 100 @ 11.8410953664404"
## [1] "2019-08-05 00:00:00 AAPL 100 @ 11.4066975651769"
## [1] "2019-08-06 00:00:00 AAPL 100 @ 11.3099081218461"
## [1] "2019-08-19 00:00:00 AAPL 100 @ 12.3208851743917"
## [1] "2019-08-20 00:00:00 AAPL 100 @ 12.3360952709673"
## [1] "2019-08-21 00:00:00 AAPL 100 @ 12.4595264543342"
## [1] "2019-08-22 00:00:00 AAPL 100 @ 12.4712259106615"
## [1] "2019-08-23 00:00:00 AAPL 100 @ 12.2512722042193"
## [1] "2019-08-26 00:00:00 AAPL 100 @ 12.0424341863133"
## [1] "2019-08-27 00:00:00 AAPL 100 @ 12.1594305348084"
## [1] "2019-08-28 00:00:00 AAPL 100 @ 11.9394777209776"
## [1] "2019-08-29 00:00:00 AAPL 100 @ 12.1968693306225"
## [1] "2019-08-30 00:00:00 AAPL 100 @ 12.2939765141002"
## [1] "2019-09-03 00:00:00 AAPL 100 @ 12.0757776814765"
## [1] "2019-09-04 00:00:00 AAPL 100 @ 12.1904344957508"
## [1] "2019-09-05 00:00:00 AAPL 100 @ 12.401612940489"
## [1] "2019-09-06 00:00:00 AAPL 100 @ 12.5215343762188"
## [1] "2019-09-09 00:00:00 AAPL 100 @ 12.5677475411255"
## [1] "2019-09-10 00:00:00 AAPL 100 @ 12.510419580294"
## [1] "2019-09-11 00:00:00 AAPL 100 @ 12.7566972866253"
## [1] "2019-09-12 00:00:00 AAPL 100 @ 13.1503897493804"
## [1] "2019-09-13 00:00:00 AAPL 100 @ 12.8695983344697"
## [1] "2019-09-16 00:00:00 AAPL 100 @ 12.7368072289965"
## [1] "2019-09-17 00:00:00 AAPL 100 @ 12.8672588002488"
## [1] "2019-09-18 00:00:00 AAPL 100 @ 12.9316062563544"
## [1] "2019-09-19 00:00:00 AAPL 100 @ 12.9871793433673"
## [1] "2019-09-20 00:00:00 AAPL 100 @ 12.950326100567"
## [1] "2019-09-23 00:00:00 AAPL 100 @ 12.8081750729875"
## [1] "2019-09-24 00:00:00 AAPL 100 @ 12.9298513825358"
## [1] "2019-09-25 00:00:00 AAPL 100 @ 12.784776160333"
## [1] "2019-09-26 00:00:00 AAPL 100 @ 12.8695983344697"
## [1] "2019-09-27 00:00:00 AAPL 100 @ 12.9011869558145"
## [1] "2019-09-30 00:00:00 AAPL 100 @ 12.922246334248"
## [1] "2019-10-01 00:00:00 AAPL 100 @ 13.1661845063584"
## [1] "2019-10-02 00:00:00 AAPL 100 @ 13.0486026048496"
## [1] "2019-10-03 00:00:00 AAPL 100 @ 12.7777557724476"
## [1] "2019-10-04 00:00:00 AAPL 100 @ 13.1995280015217"
## [1] "2019-10-07 00:00:00 AAPL 100 @ 13.2363821369333"
## [1] "2019-10-08 00:00:00 AAPL 100 @ 13.2100581370441"
## [1] "2019-10-09 00:00:00 AAPL 100 @ 13.2808404280214"
## [1] "2019-10-10 00:00:00 AAPL 100 @ 13.3334884277997"
## [1] "2019-10-11 00:00:00 AAPL 100 @ 13.6271495124538"
## [1] "2019-10-14 00:00:00 AAPL 100 @ 13.7412207737143"
## [1] "2019-10-15 00:00:00 AAPL 100 @ 13.8283833746833"
## [1] "2019-10-16 00:00:00 AAPL 100 @ 13.6517186385244"
## [1] "2019-10-17 00:00:00 AAPL 100 @ 13.7523355696392"
## [1] "2019-10-18 00:00:00 AAPL 100 @ 13.7230864825154"
## [1] "2019-10-21 00:00:00 AAPL 100 @ 13.8944865972187"
## [1] "2019-10-22 00:00:00 AAPL 100 @ 14.1074199157754"
## [1] "2019-10-23 00:00:00 AAPL 100 @ 14.162408342386"
## [1] "2019-10-24 00:00:00 AAPL 100 @ 14.3033882639381"
## [1] "2019-10-25 00:00:00 AAPL 100 @ 14.2244162642706"
## [1] "2019-10-28 00:00:00 AAPL 100 @ 14.4736181652253"
## [1] "2019-10-29 00:00:00 AAPL 100 @ 14.5642905138313"
## [1] "2019-10-30 00:00:00 AAPL 100 @ 14.3180128075"
## [1] "2019-10-31 00:00:00 AAPL 100 @ 14.4630889223141"
## [1] "2019-11-01 00:00:00 AAPL 100 @ 14.5976340089946"
## [1] "2019-11-04 00:00:00 AAPL 100 @ 15.0533343936343"
## [1] "2019-11-05 00:00:00 AAPL 100 @ 15.0369549762539"
## [1] "2019-11-06 00:00:00 AAPL 100 @ 15.0205755588735"
## [1] "2019-11-07 00:00:00 AAPL 100 @ 15.3192381787128"
## [1] "2019-11-08 00:00:00 AAPL 100 @ 15.3162785476723"
## [1] "2019-11-11 00:00:00 AAPL 100 @ 15.2931869208728"
## [1] "2019-11-12 00:00:00 AAPL 100 @ 15.4856099167759"
## [1] "2019-11-13 00:00:00 AAPL 100 @ 15.4607439568373"
## [1] "2019-11-14 00:00:00 AAPL 100 @ 15.6158662059759"
## [1] "2019-11-15 00:00:00 AAPL 100 @ 15.611721277034"
## [1] "2019-11-18 00:00:00 AAPL 100 @ 15.7372399883413"
## [1] "2019-11-19 00:00:00 AAPL 100 @ 15.8615752086038"
## [1] "2019-11-20 00:00:00 AAPL 100 @ 15.7218473773316"
## [1] "2019-11-21 00:00:00 AAPL 100 @ 15.6123139259847"
## [1] "2019-11-22 00:00:00 AAPL 100 @ 15.5471857813847"
## [1] "2019-11-25 00:00:00 AAPL 100 @ 15.5542903413671"
## [1] "2019-11-26 00:00:00 AAPL 100 @ 15.8047369218877"
## [1] "2019-11-27 00:00:00 AAPL 100 @ 15.7242143594213"
## [1] "2019-11-29 00:00:00 AAPL 100 @ 15.7846067329853"
## [1] "2019-12-02 00:00:00 AAPL 100 @ 15.8242744618394"
## [1] "2019-12-03 00:00:00 AAPL 100 @ 15.2937795698236"
## [1] "2019-12-04 00:00:00 AAPL 100 @ 15.4571916768461"
## [1] "2019-12-05 00:00:00 AAPL 100 @ 15.6182349949222"
## [1] "2019-12-06 00:00:00 AAPL 100 @ 15.8367092486653"
## [1] "2019-12-09 00:00:00 AAPL 100 @ 15.9859104288663"
## [1] "2019-12-10 00:00:00 AAPL 100 @ 15.9030208843102"
## [1] "2019-12-11 00:00:00 AAPL 100 @ 15.9154538642795"
## [1] "2019-12-12 00:00:00 AAPL 100 @ 15.8544706486214"
## [1] "2019-12-13 00:00:00 AAPL 100 @ 16.0723522534137"
## [1] "2019-12-16 00:00:00 AAPL 100 @ 16.4003599585036"
## [1] "2019-12-17 00:00:00 AAPL 100 @ 16.5525225766017"
## [1] "2019-12-18 00:00:00 AAPL 100 @ 16.5661390476159"
## [1] "2019-12-19 00:00:00 AAPL 100 @ 16.5483776476598"
## [1] "2019-12-20 00:00:00 AAPL 100 @ 16.7100136146867"
## [1] "2019-12-23 00:00:00 AAPL 100 @ 16.6093608633179"
## [1] "2019-12-24 00:00:00 AAPL 100 @ 16.8556625148965"
## [1] "2019-12-26 00:00:00 AAPL 100 @ 16.8633597238297"
## [1] "2019-12-27 00:00:00 AAPL 100 @ 17.2363635777606"
## [1] "2019-12-30 00:00:00 AAPL 100 @ 17.1380796153381"
## [1] "2019-12-31 00:00:00 AAPL 100 @ 17.1659070131737"
## [1] "2020-01-02 00:00:00 AAPL 100 @ 17.5395035160554"
## [1] "2020-01-03 00:00:00 AAPL 100 @ 17.593382171731"
## [1] "2020-01-06 00:00:00 AAPL 100 @ 17.3944472647963"
## [1] "2020-01-07 00:00:00 AAPL 100 @ 17.7526493498116"
## [1] "2020-01-08 00:00:00 AAPL 100 @ 17.5939748206817"
## [1] "2020-01-09 00:00:00 AAPL 100 @ 18.1907813483425"
## [1] "2020-01-10 00:00:00 AAPL 100 @ 18.3897180621338"
## [1] "2020-01-13 00:00:00 AAPL 100 @ 18.4512939267426"
## [1] "2020-01-14 00:00:00 AAPL 100 @ 18.7508815850462"
## [1] "2020-01-15 00:00:00 AAPL 100 @ 18.4637269067119"
## [1] "2020-01-16 00:00:00 AAPL 100 @ 18.5667466401705"
## [1] "2020-01-17 00:00:00 AAPL 100 @ 18.7254211693004"
## [1] "2020-01-21 00:00:00 AAPL 100 @ 18.7798924739267"
## [1] "2020-01-22 00:00:00 AAPL 100 @ 18.8621893695321"
## [1] "2020-01-23 00:00:00 AAPL 100 @ 18.8231142896287"
## [1] "2020-01-24 00:00:00 AAPL 100 @ 18.9610659809053"
## [1] "2020-01-27 00:00:00 AAPL 100 @ 18.3577457353563"
## [1] "2020-01-28 00:00:00 AAPL 100 @ 18.5081322134588"
## [1] "2020-01-29 00:00:00 AAPL 100 @ 19.2097364214303"
## [1] "2020-01-30 00:00:00 AAPL 100 @ 18.9782365387673"
## [1] "2020-01-31 00:00:00 AAPL 100 @ 19.0013263587102"
## [1] "2020-02-03 00:00:00 AAPL 100 @ 18.0167124013464"
## [1] "2020-02-04 00:00:00 AAPL 100 @ 18.6685828825842"
## [1] "2020-02-05 00:00:00 AAPL 100 @ 19.1546724678533"
## [1] "2020-02-06 00:00:00 AAPL 100 @ 19.0984268300878"
## [1] "2020-02-07 00:00:00 AAPL 100 @ 19.2690783513299"
## [1] "2020-02-10 00:00:00 AAPL 100 @ 18.7795358965997"
## [1] "2020-02-11 00:00:00 AAPL 100 @ 19.3426000141011"
## [1] "2020-02-12 00:00:00 AAPL 100 @ 19.2152828580465"
## [1] "2020-02-13 00:00:00 AAPL 100 @ 19.3778659688549"
## [1] "2020-02-14 00:00:00 AAPL 100 @ 19.4107404858246"
## [1] "2020-02-18 00:00:00 AAPL 100 @ 18.8500678061074"
## [1] "2020-02-19 00:00:00 AAPL 100 @ 19.1274162168352"
## [1] "2020-02-20 00:00:00 AAPL 100 @ 19.2846199607285"
## [1] "2020-02-21 00:00:00 AAPL 100 @ 19.0449289425388"
## [1] "2020-02-24 00:00:00 AAPL 100 @ 17.7681747856487"
## [1] "2020-03-17 00:00:00 AAPL -100 @ 14.7944583836214"
## [1] "2020-03-23 00:00:00 AAPL -100 @ 13.6330660179972"
## [1] "2020-03-24 00:00:00 AAPL -100 @ 14.1279878396425"
## [1] "2020-04-02 00:00:00 AAPL -100 @ 14.3658848234608"
## [1] "2020-04-03 00:00:00 AAPL -100 @ 14.5129272369369"
## [1] "2020-04-06 00:00:00 AAPL -100 @ 14.9970894126858"
## [1] "2020-04-16 00:00:00 AAPL 100 @ 17.1776155180927"
## [1] "2020-04-17 00:00:00 AAPL 100 @ 17.0168255295894"
## [1] "2020-04-20 00:00:00 AAPL 100 @ 16.6139549092447"
## [1] "2020-04-21 00:00:00 AAPL 100 @ 16.5141329032448"
## [1] "2020-04-22 00:00:00 AAPL 100 @ 16.3545377215672"
## [1] "2020-04-23 00:00:00 AAPL 100 @ 16.489625682321"
## [1] "2020-04-24 00:00:00 AAPL 100 @ 16.5691250274865"
## [1] "2020-04-27 00:00:00 AAPL 100 @ 16.8440801762974"
## [1] "2020-04-28 00:00:00 AAPL 100 @ 17.0401361195547"
## [1] "2020-04-29 00:00:00 AAPL 100 @ 17.0192169673736"
## [1] "2020-04-30 00:00:00 AAPL 100 @ 17.3318295087226"
## [1] "2020-05-01 00:00:00 AAPL 100 @ 17.1100715377158"
## [1] "2020-05-04 00:00:00 AAPL 100 @ 17.2846100133128"
## [1] "2020-05-05 00:00:00 AAPL 100 @ 17.636673069505"
## [1] "2020-05-06 00:00:00 AAPL 100 @ 17.9594478533375"
## [1] "2020-05-07 00:00:00 AAPL 100 @ 18.1244224019302"
## [1] "2020-05-08 00:00:00 AAPL 100 @ 18.4685103730864"
## [1] "2020-05-11 00:00:00 AAPL 100 @ 18.617157067002"
## [1] "2020-05-12 00:00:00 AAPL 100 @ 19.205097901332"
## [1] "2020-05-13 00:00:00 AAPL 100 @ 18.8618803950367"
## [1] "2020-05-14 00:00:00 AAPL 100 @ 18.4002290424371"
## [1] "2020-05-15 00:00:00 AAPL 100 @ 18.1488579290241"
## [1] "2020-05-18 00:00:00 AAPL 100 @ 18.9235157843534"
## [1] "2020-05-19 00:00:00 AAPL 100 @ 19.0359066923261"
## [1] "2020-05-20 00:00:00 AAPL 100 @ 19.1356087206348"
## [1] "2020-05-21 00:00:00 AAPL 100 @ 19.2552522610328"
## [1] "2020-05-22 00:00:00 AAPL 100 @ 19.0806211166964"
## [1] "2020-05-26 00:00:00 AAPL 100 @ 19.5477124046264"
## [1] "2020-05-27 00:00:00 AAPL 100 @ 19.1029801729275"
## [1] "2020-05-28 00:00:00 AAPL 100 @ 19.1410468119194"
## [1] "2020-05-29 00:00:00 AAPL 100 @ 19.2909031999288"
## [1] "2020-06-01 00:00:00 AAPL 100 @ 19.2002646570944"
## [1] "2020-06-02 00:00:00 AAPL 100 @ 19.3815417427633"
## [1] "2020-06-03 00:00:00 AAPL 100 @ 19.6178064323705"
## [1] "2020-06-04 00:00:00 AAPL 100 @ 19.6014921585168"
## [1] "2020-06-05 00:00:00 AAPL 100 @ 19.5386489191521"
## [1] "2020-06-08 00:00:00 AAPL 100 @ 19.9555858473814"
## [1] "2020-06-09 00:00:00 AAPL 100 @ 20.0697912964948"
## [1] "2020-06-10 00:00:00 AAPL 100 @ 21.0220989992574"
## [1] "2020-06-11 00:00:00 AAPL 100 @ 21.1072994508072"
## [1] "2020-06-12 00:00:00 AAPL 100 @ 20.8299457310194"
## [1] "2020-06-15 00:00:00 AAPL 100 @ 20.1368629330502"
## [1] "2020-06-16 00:00:00 AAPL 100 @ 21.2372143267274"
## [1] "2020-06-17 00:00:00 AAPL 100 @ 21.4601852896238"
## [1] "2020-06-18 00:00:00 AAPL 100 @ 21.2341937795846"
## [1] "2020-06-19 00:00:00 AAPL 100 @ 21.4293694390113"
## [1] "2020-06-22 00:00:00 AAPL 100 @ 21.229963538348"
## [1] "2020-06-23 00:00:00 AAPL 100 @ 21.9949530611561"
## [1] "2020-06-24 00:00:00 AAPL 100 @ 22.0553787563791"
## [1] "2020-06-25 00:00:00 AAPL 100 @ 21.7955490045387"
## [1] "2020-06-26 00:00:00 AAPL 100 @ 22.019727817483"
## [1] "2020-06-29 00:00:00 AAPL 100 @ 21.3453768375093"
## [1] "2020-06-30 00:00:00 AAPL 100 @ 21.758083524502"
## [1] "2020-07-01 00:00:00 AAPL 100 @ 22.0626295447585"
## [1] "2020-07-02 00:00:00 AAPL 100 @ 22.2275923565737"
## [1] "2020-07-06 00:00:00 AAPL 100 @ 22.3575072324939"
## [1] "2020-07-07 00:00:00 AAPL 100 @ 22.6844104649356"
## [1] "2020-07-08 00:00:00 AAPL 100 @ 22.763567978154"
## [1] "2020-07-09 00:00:00 AAPL 100 @ 23.266913207981"
## [1] "2020-07-10 00:00:00 AAPL 100 @ 23.0427343950367"
## [1] "2020-07-13 00:00:00 AAPL 100 @ 23.5092208359197"
## [1] "2020-07-14 00:00:00 AAPL 100 @ 22.9230908546387"
## [1] "2020-07-15 00:00:00 AAPL 100 @ 23.926157764149"
## [1] "2020-07-16 00:00:00 AAPL 100 @ 23.3394247798669"
## [1] "2020-07-17 00:00:00 AAPL 100 @ 23.4421491993643"
## [1] "2020-07-20 00:00:00 AAPL 100 @ 23.3043786880178"
## [1] "2020-07-21 00:00:00 AAPL 100 @ 23.9702691855182"
## [1] "2020-07-22 00:00:00 AAPL 100 @ 23.3708454775263"
## [1] "2020-07-23 00:00:00 AAPL 100 @ 23.4445648994602"
## [1] "2020-07-24 00:00:00 AAPL 100 @ 21.9919325140133"
## [1] "2020-07-27 00:00:00 AAPL 100 @ 22.6499673760875"
## [1] "2020-07-28 00:00:00 AAPL 100 @ 22.8088872495712"
## [1] "2020-07-29 00:00:00 AAPL 100 @ 22.6596357086087"
## [1] "2020-07-30 00:00:00 AAPL 100 @ 22.7653806752488"
## [1] "2020-07-31 00:00:00 AAPL 100 @ 24.8675911283883"
## [1] "2020-08-03 00:00:00 AAPL 100 @ 26.1522401548772"
## [1] "2020-08-04 00:00:00 AAPL 100 @ 26.3776286619153"
## [1] "2020-08-05 00:00:00 AAPL 100 @ 26.4368465070903"
## [1] "2020-08-06 00:00:00 AAPL 100 @ 26.6851952293147"
## [1] "2020-08-07 00:00:00 AAPL 100 @ 27.5603747454441"
## [1] "2020-08-10 00:00:00 AAPL 100 @ 27.4130833804898"
## [1] "2020-08-11 00:00:00 AAPL 100 @ 27.2597071152016"
## [1] "2020-08-12 00:00:00 AAPL 100 @ 26.9012180724441"
## [1] "2020-08-13 00:00:00 AAPL 100 @ 27.8586073011023"
## [1] "2020-08-14 00:00:00 AAPL 100 @ 27.9559898528771"
## [1] "2020-08-17 00:00:00 AAPL 100 @ 28.2560482501191"
## [1] "2020-08-18 00:00:00 AAPL 100 @ 27.8397396522643"
## [1] "2020-08-19 00:00:00 AAPL 100 @ 28.2365713682806"
## [1] "2020-08-20 00:00:00 AAPL 100 @ 28.1799684217666"
## [1] "2020-08-21 00:00:00 AAPL 100 @ 29.0351049494816"
## [1] "2020-08-24 00:00:00 AAPL 100 @ 31.3321065327267"
## [1] "2020-08-25 00:00:00 AAPL 100 @ 30.3582865872324"
## [1] "2020-08-26 00:00:00 AAPL 100 @ 30.7192088471564"
## [1] "2020-08-27 00:00:00 AAPL 100 @ 30.9535350899656"
## [1] "2020-08-28 00:00:00 AAPL 100 @ 30.6784292418957"
## [1] "2020-08-31 00:00:00 AAPL 100 @ 124.240187398637"
## [1] "2020-09-01 00:00:00 AAPL 100 @ 129.284577205237"
## [1] "2020-09-02 00:00:00 AAPL 100 @ 133.988138296423"
## [1] "2020-09-03 00:00:00 AAPL 100 @ 123.587728573806"
## [1] "2020-09-04 00:00:00 AAPL 100 @ 116.926783578459"
## [1] "2020-09-08 00:00:00 AAPL 100 @ 110.966991469956"
## [1] "2020-09-09 00:00:00 AAPL 100 @ 114.190346689771"
## [1] "2020-09-10 00:00:00 AAPL 100 @ 117.209192792864"
## [1] "2020-09-11 00:00:00 AAPL 100 @ 111.570763662443"
## [1] "2020-09-14 00:00:00 AAPL 100 @ 111.716838418814"
## [1] "2020-09-15 00:00:00 AAPL 100 @ 115.2323357217"
## [1] "2020-09-16 00:00:00 AAPL 100 @ 112.213489618607"
## [1] "2020-09-17 00:00:00 AAPL 100 @ 106.847729404254"
## [1] "2020-09-18 00:00:00 AAPL 100 @ 107.509928527421"
## [1] "2020-09-21 00:00:00 AAPL 100 @ 101.803332167983"
## [1] "2020-09-22 00:00:00 AAPL 100 @ 109.730241049313"
## [1] "2020-09-23 00:00:00 AAPL 100 @ 108.697992315721"
## [1] "2020-09-24 00:00:00 AAPL 100 @ 102.416837229136"
## [1] "2020-09-25 00:00:00 AAPL 100 @ 105.591498386937"
## [1] "2020-09-28 00:00:00 AAPL 100 @ 111.999247633219"
## [1] "2020-09-29 00:00:00 AAPL 100 @ 111.55129049544"
## [1] "2020-09-30 00:00:00 AAPL 100 @ 110.811183844919"
## [1] "2020-10-01 00:00:00 AAPL 100 @ 114.560396300196"
## [1] "2020-10-02 00:00:00 AAPL 100 @ 109.934742736364"
## [1] "2020-10-05 00:00:00 AAPL 100 @ 110.92804513595"
## [1] "2020-10-06 00:00:00 AAPL 100 @ 112.671179625052"
## [1] "2020-10-07 00:00:00 AAPL 100 @ 111.619457724457"
## [1] "2020-10-08 00:00:00 AAPL 100 @ 113.206784588522"
## [1] "2020-10-09 00:00:00 AAPL 100 @ 112.26217625095"
## [1] "2020-10-12 00:00:00 AAPL 100 @ 116.917043280123"
## [1] "2020-10-13 00:00:00 AAPL 100 @ 121.990653981734"
## [1] "2020-10-14 00:00:00 AAPL 100 @ 117.832438152354"
## [1] "2020-10-15 00:00:00 AAPL 100 @ 115.612125630462"
## [1] "2020-10-16 00:00:00 AAPL 100 @ 118.105107068423"
## [1] "2020-10-19 00:00:00 AAPL 100 @ 116.819662585765"
## [1] "2020-10-20 00:00:00 AAPL 100 @ 113.158090526508"
## [1] "2020-10-21 00:00:00 AAPL 100 @ 113.615787962624"
## [1] "2020-10-22 00:00:00 AAPL 100 @ 114.375367780148"
## [1] "2020-10-23 00:00:00 AAPL 100 @ 113.343119046556"
## [1] "2020-10-26 00:00:00 AAPL 100 @ 111.025425830307"
## [1] "2020-10-27 00:00:00 AAPL 100 @ 112.466677938001"
## [1] "2020-11-12 00:00:00 AAPL 100 @ 116.689535865269"
## [1] "2020-11-13 00:00:00 AAPL 100 @ 116.513945231727"
## [1] "2020-11-16 00:00:00 AAPL 100 @ 116.006680093722"
## [1] "2020-11-17 00:00:00 AAPL 100 @ 116.621251032363"
## [1] "2020-11-18 00:00:00 AAPL 100 @ 115.704276896923"
## [1] "2020-11-19 00:00:00 AAPL 100 @ 114.709260826022"
## [1] "2020-11-20 00:00:00 AAPL 100 @ 115.733540762098"
## [1] "2020-11-23 00:00:00 AAPL 100 @ 114.309308931141"
## [1] "2020-11-24 00:00:00 AAPL 100 @ 111.119421104698"
## [1] "2020-11-25 00:00:00 AAPL 100 @ 112.719243569197"
## [1] "2020-11-27 00:00:00 AAPL 100 @ 113.714252197609"
## [1] "2020-12-02 00:00:00 AAPL 100 @ 119.030734389177"
## [1] "2020-12-03 00:00:00 AAPL 100 @ 120.493987187865"
## [1] "2020-12-04 00:00:00 AAPL 100 @ 119.596527257534"
## [1] "2020-12-07 00:00:00 AAPL 100 @ 119.313630823355"
## [1] "2020-12-08 00:00:00 AAPL 100 @ 121.323169727778"
## [1] "2020-12-09 00:00:00 AAPL 100 @ 121.479246156211"
## [1] "2020-12-10 00:00:00 AAPL 100 @ 117.547974827869"
## [1] "2020-12-11 00:00:00 AAPL 100 @ 119.430693726546"
## [1] "2020-12-14 00:00:00 AAPL 100 @ 119.596527257534"
## [1] "2020-12-15 00:00:00 AAPL 100 @ 121.293898420114"
## [1] "2020-12-16 00:00:00 AAPL 100 @ 124.288696292883"
## [1] "2020-12-17 00:00:00 AAPL 100 @ 125.742184546527"
## [1] "2020-12-18 00:00:00 AAPL 100 @ 125.800727161855"
## [1] "2020-12-21 00:00:00 AAPL 100 @ 121.957239986552"
## [1] "2020-12-22 00:00:00 AAPL 100 @ 128.385801152211"
## [1] "2020-12-23 00:00:00 AAPL 100 @ 128.922330155392"
## [1] "2020-12-24 00:00:00 AAPL 100 @ 128.102912160522"
## [1] "2020-12-28 00:00:00 AAPL 100 @ 130.707500355988"
## [1] "2020-12-29 00:00:00 AAPL 100 @ 134.668035549505"
## [1] "2020-12-30 00:00:00 AAPL 100 @ 132.258544750202"
## [1] "2020-12-31 00:00:00 AAPL 100 @ 130.795291951514"
## [1] "2021-01-04 00:00:00 AAPL 100 @ 130.249013288268"
## [1] "2021-01-05 00:00:00 AAPL 100 @ 125.73243488646"
## [1] "2021-01-06 00:00:00 AAPL 100 @ 124.591099489682"
## [1] "2021-01-07 00:00:00 AAPL 100 @ 125.215420088389"
## [1] "2021-01-08 00:00:00 AAPL 100 @ 129.185704941972"
## [1] "2021-01-11 00:00:00 AAPL 100 @ 126.025088423193"
## [1] "2021-01-12 00:00:00 AAPL 100 @ 125.351989754201"
## [1] "2021-01-13 00:00:00 AAPL 100 @ 125.605614880715"
## [1] "2021-01-22 00:00:00 AAPL 100 @ 132.94139307926"
## [1] "2021-01-25 00:00:00 AAPL 100 @ 139.565059083571"
## [1] "2021-01-26 00:00:00 AAPL 100 @ 140.082073881643"
## [1] "2021-01-27 00:00:00 AAPL 100 @ 139.916225465678"
## [1] "2021-01-28 00:00:00 AAPL 100 @ 136.102024483016"
## [1] "2021-01-29 00:00:00 AAPL 100 @ 132.502420216649"
## [1] "2021-02-01 00:00:00 AAPL 100 @ 130.473374549606"
## [1] "2021-02-02 00:00:00 AAPL 100 @ 132.404864076079"
## [1] "2021-02-03 00:00:00 AAPL 100 @ 132.434127941255"
## [1] "2021-02-04 00:00:00 AAPL 100 @ 132.96090728437"
## [1] "2021-02-05 00:00:00 AAPL 100 @ 134.1854056372"
## [1] "2021-02-08 00:00:00 AAPL 100 @ 132.895811823051"
## [1] "2021-02-09 00:00:00 AAPL 100 @ 133.472214403366"
## [1] "2021-02-12 00:00:00 AAPL 100 @ 131.254526867466"
## [1] "2021-02-16 00:00:00 AAPL 100 @ 132.368260203676"
## [1] "2021-02-17 00:00:00 AAPL 100 @ 128.225946175853"
## [1] "2021-04-09 00:00:00 AAPL 100 @ 126.809357751926"
## [1] "2021-04-12 00:00:00 AAPL 100 @ 129.466689029062"
## [1] "2021-04-13 00:00:00 AAPL 100 @ 129.388530473003"
## [1] "2021-04-14 00:00:00 AAPL 100 @ 131.830929447781"
## [1] "2021-04-15 00:00:00 AAPL 100 @ 130.736739477391"
## [1] "2021-04-16 00:00:00 AAPL 100 @ 131.205675906527"
## [1] "2021-04-19 00:00:00 AAPL 100 @ 130.433869482453"
## [1] "2021-04-20 00:00:00 AAPL 100 @ 131.90908800384"
## [1] "2021-04-21 00:00:00 AAPL 100 @ 129.310371916944"
## [1] "2021-04-22 00:00:00 AAPL 100 @ 129.974697282617"
## [1] "2021-04-23 00:00:00 AAPL 100 @ 129.114982980405"
## [1] "2021-04-26 00:00:00 AAPL 100 @ 131.723463296602"
## [1] "2021-04-27 00:00:00 AAPL 100 @ 131.89930886732"
## [1] "2021-04-28 00:00:00 AAPL 100 @ 131.215440135826"
## [1] "2021-04-29 00:00:00 AAPL 100 @ 133.325676427768"
## [1] "2021-04-30 00:00:00 AAPL 100 @ 128.743733565929"
## [1] "2021-05-03 00:00:00 AAPL 100 @ 128.997737692706"
## [1] "2021-05-04 00:00:00 AAPL 100 @ 128.167330985614"
## [1] "2021-05-05 00:00:00 AAPL 100 @ 126.223176035091"
## [1] "2021-06-16 00:00:00 AAPL 100 @ 127.582558585817"
## [1] "2021-06-17 00:00:00 AAPL 100 @ 127.024753501789"
## [1] "2021-06-18 00:00:00 AAPL 100 @ 127.915300405852"
## [1] "2021-06-21 00:00:00 AAPL 100 @ 127.514063018411"
## [1] "2021-06-22 00:00:00 AAPL 100 @ 129.304937641156"
## [1] "2021-06-23 00:00:00 AAPL 100 @ 130.909872258377"
## [1] "2021-06-24 00:00:00 AAPL 100 @ 131.575326033364"
## [1] "2021-06-25 00:00:00 AAPL 100 @ 130.606502747278"
## [1] "2021-06-28 00:00:00 AAPL 100 @ 130.557568809107"
## [1] "2021-06-29 00:00:00 AAPL 100 @ 131.917848668017"
## [1] "2021-06-30 00:00:00 AAPL 100 @ 133.25855196515"
## [1] "2021-07-01 00:00:00 AAPL 100 @ 133.679365914367"
## [1] "2021-07-02 00:00:00 AAPL 100 @ 134.951558711553"
## [1] "2021-07-06 00:00:00 AAPL 100 @ 137.075175154333"
## [1] "2021-07-07 00:00:00 AAPL 100 @ 140.470969461757"
## [1] "2021-07-08 00:00:00 AAPL 100 @ 138.552884518819"
## [1] "2021-07-09 00:00:00 AAPL 100 @ 139.697866995811"
## [1] "2021-07-12 00:00:00 AAPL 100 @ 143.083895421159"
## [1] "2021-07-13 00:00:00 AAPL 100 @ 140.950498163762"
## [1] "2021-07-14 00:00:00 AAPL 100 @ 144.933484796692"
## [1] "2021-07-15 00:00:00 AAPL 100 @ 146.04910989729"
## [1] "2021-07-16 00:00:00 AAPL 100 @ 145.285788245962"
## [1] "2021-07-19 00:00:00 AAPL 100 @ 140.676486029057"
## [1] "2021-07-20 00:00:00 AAPL 100 @ 140.392693079734"
## [1] "2021-07-21 00:00:00 AAPL 100 @ 142.418426713631"
## [1] "2021-07-22 00:00:00 AAPL 100 @ 142.819664101071"
## [1] "2021-07-23 00:00:00 AAPL 100 @ 144.395241341898"
## [1] "2021-07-26 00:00:00 AAPL 100 @ 145.099848240438"
## [1] "2021-07-27 00:00:00 AAPL 100 @ 145.931665459172"
## [1] "2021-07-28 00:00:00 AAPL 100 @ 141.71381981509"
## [1] "2021-07-29 00:00:00 AAPL 100 @ 141.596390309514"
## [1] "2021-07-30 00:00:00 AAPL 100 @ 141.293020798415"
## [1] "2021-08-02 00:00:00 AAPL 100 @ 143.230682303129"
## [1] "2021-08-03 00:00:00 AAPL 100 @ 142.692438848336"
## [1] "2021-08-04 00:00:00 AAPL 100 @ 144.121229207193"
## [1] "2021-08-05 00:00:00 AAPL 100 @ 143.837421325328"
## [1] "2021-08-06 00:00:00 AAPL 100 @ 143.435479252414"
## [1] "2021-08-09 00:00:00 AAPL 100 @ 143.288457495109"
## [1] "2021-08-10 00:00:00 AAPL 100 @ 143.523683333848"
## [1] "2021-08-11 00:00:00 AAPL 100 @ 143.141450692718"
## [1] "2021-08-12 00:00:00 AAPL 100 @ 143.278662026587"
## [1] "2021-08-13 00:00:00 AAPL 100 @ 146.003297766934"
## [1] "2021-08-16 00:00:00 AAPL 100 @ 145.58185334189"
## [1] "2021-08-17 00:00:00 AAPL 100 @ 147.238199771759"
## [1] "2021-08-18 00:00:00 AAPL 100 @ 146.816770301629"
## [1] "2021-08-19 00:00:00 AAPL 100 @ 142.141759571718"
## [1] "2021-08-20 00:00:00 AAPL 100 @ 144.503768562891"
## [1] "2021-08-23 00:00:00 AAPL 100 @ 145.356437926586"
## [1] "2021-08-24 00:00:00 AAPL 100 @ 146.473734489499"
## [1] "2021-08-25 00:00:00 AAPL 100 @ 146.826565770151"
## [1] "2021-08-26 00:00:00 AAPL 100 @ 145.3956497105"
## [1] "2021-08-27 00:00:00 AAPL 100 @ 144.542965391891"
## [1] "2021-08-30 00:00:00 AAPL 100 @ 146.032699127412"
## [1] "2021-08-31 00:00:00 AAPL 100 @ 149.619814654889"
## [1] "2021-09-01 00:00:00 AAPL 100 @ 149.786427349237"
## [1] "2021-09-02 00:00:00 AAPL 100 @ 150.805709407279"
## [1] "2021-09-03 00:00:00 AAPL 100 @ 150.697899433888"
## [1] "2021-09-07 00:00:00 AAPL 100 @ 151.883809141192"
## [1] "2021-09-08 00:00:00 AAPL 100 @ 153.8537750678"
## [1] "2021-09-09 00:00:00 AAPL 100 @ 152.39345764767"
## [1] "2021-09-10 00:00:00 AAPL 100 @ 151.91321050167"
## [1] "2021-09-13 00:00:00 AAPL 100 @ 147.630242836325"
## [1] "2021-09-14 00:00:00 AAPL 100 @ 147.355820168586"
## [1] "2021-09-15 00:00:00 AAPL 100 @ 145.601459233847"
## [1] "2021-09-16 00:00:00 AAPL 100 @ 145.483853791934"
## [1] "2021-09-17 00:00:00 AAPL 100 @ 145.856290964543"
## [1] "2021-10-21 00:00:00 AAPL 100 @ 145.846480541108"
## [1] "2021-10-22 00:00:00 AAPL 100 @ 146.708960328238"
## [1] "2021-10-25 00:00:00 AAPL 100 @ 145.71906467576"
## [1] "2021-10-26 00:00:00 AAPL 100 @ 146.356129047586"
## [1] "2021-10-27 00:00:00 AAPL 100 @ 146.385530408064"
## [1] "2021-10-28 00:00:00 AAPL 100 @ 146.836376193586"
## [1] "2021-10-29 00:00:00 AAPL 100 @ 144.288148616109"
## [1] "2021-11-01 00:00:00 AAPL 100 @ 146.022903658891"
## [1] "2021-11-02 00:00:00 AAPL 100 @ 145.699473738717"
## [1] "2021-11-03 00:00:00 AAPL 100 @ 147.395016997585"
## [1] "2021-11-04 00:00:00 AAPL 100 @ 148.561320812933"
## [1] "2021-11-05 00:00:00 AAPL 100 @ 149.08240854293"
## [1] "2021-11-08 00:00:00 AAPL 100 @ 148.611285233697"
## [1] "2021-11-09 00:00:00 AAPL 100 @ 147.423644730825"
## [1] "2021-11-10 00:00:00 AAPL 100 @ 147.24697910614"
## [1] "2021-11-11 00:00:00 AAPL 100 @ 146.206574933911"
## [1] "2021-11-12 00:00:00 AAPL 100 @ 145.686357871057"
## [1] "2021-11-15 00:00:00 AAPL 100 @ 147.590500590829"
## [1] "2021-11-16 00:00:00 AAPL 100 @ 147.168456058478"
## [1] "2021-11-17 00:00:00 AAPL 100 @ 148.208860230706"
## [1] "2021-11-18 00:00:00 AAPL 100 @ 150.868774179579"
## [1] "2021-11-19 00:00:00 AAPL 100 @ 154.735933183945"
## [1] "2021-11-22 00:00:00 AAPL 100 @ 158.691439977394"
## [1] "2021-11-23 00:00:00 AAPL 100 @ 158.141793620499"
## [1] "2021-11-24 00:00:00 AAPL 100 @ 157.778637629709"
## [1] "2021-11-26 00:00:00 AAPL 100 @ 156.620456374357"
## [1] "2021-11-29 00:00:00 AAPL 100 @ 156.424141266832"
## [1] "2021-11-30 00:00:00 AAPL 100 @ 157.032691142029"
## [1] "2021-12-01 00:00:00 AAPL 100 @ 164.38423363061"
## [1] "2021-12-02 00:00:00 AAPL 100 @ 155.805796603695"
## [1] "2021-12-03 00:00:00 AAPL 100 @ 160.988197935477"
## [1] "2021-12-06 00:00:00 AAPL 100 @ 161.253196372504"
## [1] "2021-12-07 00:00:00 AAPL 100 @ 165.954664630373"
## [1] "2021-12-08 00:00:00 AAPL 100 @ 168.948290299255"
## [1] "2021-12-09 00:00:00 AAPL 100 @ 171.67690255437"
## [1] "2021-12-10 00:00:00 AAPL 100 @ 171.971360238918"
## [1] "2021-12-13 00:00:00 AAPL 100 @ 177.772106233838"
## [1] "2021-12-14 00:00:00 AAPL 100 @ 172.010614274379"
## [1] "2021-12-15 00:00:00 AAPL 100 @ 171.873202685156"
## [1] "2021-12-16 00:00:00 AAPL 100 @ 175.966121067828"
## [1] "2021-12-17 00:00:00 AAPL 100 @ 166.788943930396"
## [1] "2021-12-20 00:00:00 AAPL 100 @ 165.169449130492"
## [1] "2021-12-21 00:00:00 AAPL 100 @ 168.38881920094"
## [1] "2021-12-22 00:00:00 AAPL 100 @ 169.84145814084"
## [1] "2021-12-23 00:00:00 AAPL 100 @ 172.599529643476"
## [1] "2021-12-27 00:00:00 AAPL 100 @ 173.816599440389"
## [1] "2021-12-28 00:00:00 AAPL 100 @ 176.829859615372"
## [1] "2021-12-29 00:00:00 AAPL 100 @ 176.015199844709"
## [1] "2021-12-30 00:00:00 AAPL 100 @ 176.152611433933"
## [1] "2021-12-31 00:00:00 AAPL 100 @ 174.798115071056"
## [1] "2022-01-03 00:00:00 AAPL 100 @ 174.542926398709"
## [1] "2022-01-04 00:00:00 AAPL 100 @ 179.254204421258"
## [1] "2022-01-05 00:00:00 AAPL 100 @ 176.290023023157"
## [1] "2022-01-06 00:00:00 AAPL 100 @ 169.507746420831"
## [1] "2022-01-07 00:00:00 AAPL 100 @ 169.694236786936"
## [1] "2022-01-10 00:00:00 AAPL 100 @ 165.954664630373"
## [1] "2022-01-11 00:00:00 AAPL 100 @ 169.134780665361"
## [1] "2022-02-04 00:00:00 AAPL 100 @ 168.721279238041"
## [1] "2022-02-07 00:00:00 AAPL 100 @ 169.880951050281"
## [1] "2022-02-08 00:00:00 AAPL 100 @ 168.7704205429"
## [1] "2022-02-09 00:00:00 AAPL 100 @ 173.015977352985"
## [1] "2022-02-10 00:00:00 AAPL 100 @ 171.13889047642"
## [1] "2022-02-11 00:00:00 AAPL 100 @ 169.360086209575"
## [1] "2022-02-14 00:00:00 AAPL 100 @ 164.485559686421"
## [1] "2022-02-15 00:00:00 AAPL 100 @ 168.023523694824"
## [1] "2022-02-16 00:00:00 AAPL 100 @ 168.888362673728"
## [1] "2022-02-17 00:00:00 AAPL 100 @ 168.082487262328"
## [1] "2022-02-18 00:00:00 AAPL 100 @ 166.893348662156"
## [1] "2022-02-22 00:00:00 AAPL 100 @ 162.136749274009"
## [1] "2022-03-15 00:00:00 AAPL -100 @ 148.299400590661"
## [1] "2022-03-25 00:00:00 AAPL 100 @ 170.883376685299"
## [1] "2022-03-28 00:00:00 AAPL 100 @ 169.202840032352"
## [1] "2022-03-29 00:00:00 AAPL 100 @ 173.644947066054"
## [1] "2022-03-30 00:00:00 AAPL 100 @ 175.472892637759"
## [1] "2022-03-31 00:00:00 AAPL 100 @ 174.775122098722"
## [1] "2022-04-01 00:00:00 AAPL 100 @ 171.030785604057"
## [1] "2022-04-04 00:00:00 AAPL 100 @ 171.561487703228"
## [1] "2022-04-05 00:00:00 AAPL 100 @ 174.44098521899"
## [1] "2022-04-06 00:00:00 AAPL 100 @ 169.389567993326"
## [1] "2022-04-07 00:00:00 AAPL 100 @ 168.210251655799"
## [1] "2022-04-08 00:00:00 AAPL 100 @ 168.81956184776"
## [1] "2022-04-11 00:00:00 AAPL 100 @ 165.802477675884"
## [1] "2022-04-12 00:00:00 AAPL 100 @ 165.124366657955"
## [1] "2022-04-27 00:00:00 AAPL -100 @ 153.223068418674"
## [1] "2022-04-28 00:00:00 AAPL -100 @ 156.505503640136"
## [1] "2022-05-02 00:00:00 AAPL -100 @ 154.009284308966"
## [1] "2022-05-03 00:00:00 AAPL -100 @ 155.424454916507"
## [1] "2022-05-06 00:00:00 AAPL -100 @ 153.546606930267"
## [1] "2022-05-09 00:00:00 AAPL -100 @ 152.483658257259"
## [1] "2022-05-10 00:00:00 AAPL -100 @ 153.064353609541"
## [1] "2022-05-11 00:00:00 AAPL -100 @ 151.076245071999"
## [1] "2022-05-12 00:00:00 AAPL -100 @ 140.515675272942"
## [1] "2022-05-13 00:00:00 AAPL -100 @ 142.306929783079"
## [1] "2022-05-16 00:00:00 AAPL -100 @ 143.251778053925"
## [1] "2022-05-17 00:00:00 AAPL -100 @ 146.509510968256"
## [1] "2022-05-18 00:00:00 AAPL -100 @ 144.531254142796"
## [1] "2022-05-19 00:00:00 AAPL -100 @ 137.671308784027"
## [1] "2022-05-20 00:00:00 AAPL -100 @ 136.893774422193"
## [1] "2022-05-23 00:00:00 AAPL -100 @ 135.614298333322"
## [1] "2022-05-24 00:00:00 AAPL -100 @ 138.58661693648"
## [1] "2022-05-25 00:00:00 AAPL -100 @ 136.244192174601"
## [1] "2022-05-26 00:00:00 AAPL -100 @ 135.220620314217"
## [1] "2022-05-27 00:00:00 AAPL -100 @ 143.094300839142"
## [1] "2022-05-31 00:00:00 AAPL -100 @ 146.716201689891"
## [1] "2022-06-01 00:00:00 AAPL -100 @ 147.533082828641"
## [1] "2022-06-02 00:00:00 AAPL -100 @ 145.495775802101"
## [1] "2022-06-03 00:00:00 AAPL -100 @ 144.580452631794"
## [1] "2022-06-13 00:00:00 AAPL -100 @ 130.771986612635"
## [1] "2022-06-14 00:00:00 AAPL -100 @ 131.027890841122"
## [1] "2022-06-15 00:00:00 AAPL -100 @ 132.169563103667"
## [1] "2022-06-16 00:00:00 AAPL -100 @ 129.994467268655"
## [1] "2022-06-17 00:00:00 AAPL -100 @ 128.016210443194"
## [1] "2022-06-21 00:00:00 AAPL -100 @ 131.313305152295"
## [1] "2022-06-22 00:00:00 AAPL -100 @ 132.661668136475"
## [1] "2022-06-23 00:00:00 AAPL -100 @ 134.6596283861"
## [1] "2022-06-24 00:00:00 AAPL -100 @ 137.690982172485"
## [1] "2022-06-27 00:00:00 AAPL -100 @ 140.446773359779"
## [1] "2022-06-28 00:00:00 AAPL -100 @ 139.885781431662"
## [1] "2022-06-29 00:00:00 AAPL -100 @ 135.28952222738"
## [1] "2022-06-30 00:00:00 AAPL -100 @ 135.082831505745"
## [1] "2022-07-01 00:00:00 AAPL -100 @ 133.891930718494"
## [1] "2022-08-01 00:00:00 AAPL 100 @ 158.467657258345"
## [1] "2022-08-02 00:00:00 AAPL 100 @ 157.572037512203"
## [1] "2022-08-03 00:00:00 AAPL 100 @ 158.300343349333"
## [1] "2022-08-04 00:00:00 AAPL 100 @ 163.388707586423"
## [1] "2022-08-05 00:00:00 AAPL 100 @ 160.856059661762"
## [1] "2022-08-08 00:00:00 AAPL 100 @ 163.970472150122"
## [1] "2022-08-09 00:00:00 AAPL 100 @ 161.654374778797"
## [1] "2022-08-10 00:00:00 AAPL 100 @ 165.261575861743"
## [1] "2022-08-11 00:00:00 AAPL 100 @ 167.60725438436"
## [1] "2022-08-12 00:00:00 AAPL 100 @ 167.370725483736"
## [1] "2022-08-15 00:00:00 AAPL 100 @ 169.046203697585"
## [1] "2022-08-16 00:00:00 AAPL 100 @ 170.288025542005"
## [1] "2022-08-17 00:00:00 AAPL 100 @ 170.27817518405"
## [1] "2022-08-18 00:00:00 AAPL 100 @ 171.244036618598"
## [1] "2022-08-19 00:00:00 AAPL 100 @ 170.534419839298"
## [1] "2022-08-22 00:00:00 AAPL 100 @ 167.242595636755"
## [1] "2022-08-23 00:00:00 AAPL 100 @ 164.670238571468"
## [1] "2022-08-24 00:00:00 AAPL 100 @ 164.906782510807"
## [1] "2022-08-25 00:00:00 AAPL 100 @ 166.345716785317"
## [1] "2022-08-26 00:00:00 AAPL 100 @ 168.109908375615"
## [1] "2022-08-29 00:00:00 AAPL 100 @ 158.825758019548"
## [1] "2022-08-30 00:00:00 AAPL 100 @ 159.791634492811"
## [1] "2022-09-06 00:00:00 AAPL -100 @ 154.213263992807"
## [1] "2022-09-07 00:00:00 AAPL -100 @ 152.587067646159"
## [1] "2022-09-08 00:00:00 AAPL -100 @ 152.409655931977"
## [1] "2022-09-09 00:00:00 AAPL -100 @ 153.227686803635"
## [1] "2022-09-12 00:00:00 AAPL -100 @ 157.288260010634"
## [1] "2022-09-14 00:00:00 AAPL -100 @ 152.557486494867"
## [1] "2022-09-15 00:00:00 AAPL -100 @ 152.419506289931"
## [1] "2022-09-16 00:00:00 AAPL -100 @ 149.029133391701"
## [1] "2022-09-19 00:00:00 AAPL -100 @ 147.156527709046"
## [1] "2022-09-20 00:00:00 AAPL -100 @ 151.187534803467"
## [1] "2022-09-21 00:00:00 AAPL -100 @ 155.070711334998"
## [1] "2022-09-22 00:00:00 AAPL -100 @ 150.182256898386"
## [1] "2022-09-23 00:00:00 AAPL -100 @ 149.009417637077"
## [1] "2022-09-26 00:00:00 AAPL -100 @ 147.501485740741"
## [1] "2022-09-27 00:00:00 AAPL -100 @ 150.537065288036"
## [1] "2022-09-28 00:00:00 AAPL -100 @ 145.510615607774"
## [1] "2022-09-29 00:00:00 AAPL -100 @ 143.992833353484"
## [1] "2022-09-30 00:00:00 AAPL -100 @ 139.242344083093"
## [1] "2022-10-03 00:00:00 AAPL -100 @ 136.216629932467"
## [1] "2022-10-04 00:00:00 AAPL -100 @ 142.938258542487"
## [1] "2022-10-05 00:00:00 AAPL -100 @ 141.992112862563"
## [1] "2022-10-06 00:00:00 AAPL -100 @ 143.707007546944"
## [1] "2022-10-07 00:00:00 AAPL -100 @ 140.484165927513"
## [1] "2022-10-10 00:00:00 AAPL -100 @ 138.394747098857"
## [1] "2022-10-11 00:00:00 AAPL -100 @ 137.882242749648"
## [1] "2022-10-12 00:00:00 AAPL -100 @ 137.12335914186"
## [1] "2022-10-13 00:00:00 AAPL -100 @ 133.043070180237"
## [1] "2022-10-14 00:00:00 AAPL -100 @ 142.228641763187"
## [1] "2022-10-17 00:00:00 AAPL -100 @ 139.035381295047"
## [1] "2022-10-18 00:00:00 AAPL -100 @ 143.391630666541"
## [1] "2022-10-19 00:00:00 AAPL -100 @ 139.646434339945"
## [1] "2022-10-20 00:00:00 AAPL -100 @ 140.957253806189"
## [1] "2022-10-21 00:00:00 AAPL -100 @ 140.809408204585"
## [1] "2022-10-24 00:00:00 AAPL -100 @ 145.06710888039"
## [1] "2022-11-08 00:00:00 AAPL -100 @ 138.614456965421"
## [1] "2022-11-09 00:00:00 AAPL -100 @ 136.728878206643"
## [1] "2022-11-10 00:00:00 AAPL -100 @ 139.433844830183"
## [1] "2022-11-11 00:00:00 AAPL -100 @ 143.955278133753"
## [1] "2022-11-14 00:00:00 AAPL -100 @ 147.064990276888"
## [1] "2022-11-15 00:00:00 AAPL -100 @ 150.273429657188"
## [1] "2022-11-16 00:00:00 AAPL -100 @ 147.222947830889"
## [1] "2022-12-07 00:00:00 AAPL -100 @ 140.371693328616"
## [1] "2022-12-08 00:00:00 AAPL -100 @ 140.539517580869"
## [1] "2022-12-09 00:00:00 AAPL -100 @ 140.519769120703"
## [1] "2022-12-12 00:00:00 AAPL -100 @ 140.875166085375"
## [1] "2022-12-13 00:00:00 AAPL -100 @ 147.588211493813"
## [1] "2022-12-14 00:00:00 AAPL -100 @ 143.491287233663"
## [1] "2022-12-15 00:00:00 AAPL -100 @ 139.3055024346"
## [1] "2022-12-16 00:00:00 AAPL -100 @ 134.942026685031"
## [1] "2022-12-19 00:00:00 AAPL -100 @ 133.382229732507"
## [1] "2022-12-20 00:00:00 AAPL -100 @ 129.709799452116"
## [1] "2022-12-21 00:00:00 AAPL -100 @ 131.279463102892"
## [1] "2022-12-22 00:00:00 AAPL -100 @ 132.631953946493"
## [1] "2022-12-23 00:00:00 AAPL -100 @ 129.245808552026"
## [1] "2022-12-27 00:00:00 AAPL -100 @ 129.699932753864"
## [1] "2022-12-28 00:00:00 AAPL -100 @ 128.011793405757"
## [1] "2022-12-29 00:00:00 AAPL -100 @ 126.353276747898"
## [1] "2022-12-30 00:00:00 AAPL -100 @ 126.767911561235"
## [1] "2023-01-03 00:00:00 AAPL -100 @ 128.613993399683"
## [1] "2023-01-04 00:00:00 AAPL -100 @ 125.267344925547"
## [1] "2023-01-05 00:00:00 AAPL -100 @ 125.504273724718"
## [1] "2023-01-06 00:00:00 AAPL -100 @ 124.398600974032"
## [1] "2023-01-09 00:00:00 AAPL -100 @ 128.801566112101"
## [1] "2023-01-10 00:00:00 AAPL -100 @ 128.594244939517"
## [1] "2023-01-11 00:00:00 AAPL -100 @ 129.571590358281"
## [1] "2023-01-12 00:00:00 AAPL -100 @ 132.167963046403"
## [1] "2023-01-13 00:00:00 AAPL -100 @ 130.34161460446"
## [1] "2023-01-17 00:00:00 AAPL -100 @ 133.105811544835"
## [1] "2023-02-03 00:00:00 AAPL 100 @ 146.137008476707"
## [1] "2023-02-06 00:00:00 AAPL 100 @ 150.618959923608"
## [1] "2023-02-07 00:00:00 AAPL 100 @ 148.713632704664"
## [1] "2023-02-08 00:00:00 AAPL 100 @ 151.912205386712"
## [1] "2023-02-09 00:00:00 AAPL 100 @ 151.813478149546"
## [1] "2023-02-10 00:00:00 AAPL 100 @ 147.774009834412"
## [1] "2023-02-13 00:00:00 AAPL 100 @ 149.24719210162"
## [1] "2023-02-14 00:00:00 AAPL 100 @ 150.403992002312"
## [1] "2023-02-15 00:00:00 AAPL 100 @ 151.382829650587"
## [1] "2023-02-16 00:00:00 AAPL 100 @ 151.778311380398"
## [1] "2023-02-17 00:00:00 AAPL 100 @ 150.631408329281"
## [1] "2023-02-21 00:00:00 AAPL 100 @ 148.505652543229"
## [1] "2023-02-22 00:00:00 AAPL 100 @ 147.190653915948"
## [1] "2023-02-23 00:00:00 AAPL 100 @ 148.396892804531"
## [1] "2023-02-24 00:00:00 AAPL 100 @ 145.450513183454"
## [1] "2023-02-28 00:00:00 AAPL 100 @ 145.391192432648"
## [1] "2023-03-10 00:00:00 AAPL 100 @ 148.515549392804"
## [1] "2023-03-13 00:00:00 AAPL 100 @ 146.142613753954"
## [1] "2023-03-14 00:00:00 AAPL 100 @ 149.573471317712"
## [1] "2023-03-15 00:00:00 AAPL 100 @ 149.484490191504"
## [1] "2023-03-16 00:00:00 AAPL 100 @ 150.44354922729"
## [1] "2023-03-17 00:00:00 AAPL 100 @ 154.31932750875"
## [1] "2023-03-20 00:00:00 AAPL 100 @ 153.320726334648"
## [1] "2023-03-21 00:00:00 AAPL 100 @ 155.545345009823"
## [1] "2023-03-22 00:00:00 AAPL 100 @ 157.503005219711"
## [1] "2023-03-23 00:00:00 AAPL 100 @ 157.03830588952"
## [1] "2023-03-24 00:00:00 AAPL 100 @ 157.067966264922"
## [1] "2023-03-27 00:00:00 AAPL 100 @ 158.135785039406"
## [1] "2023-03-28 00:00:00 AAPL 100 @ 156.188006592431"
## [1] "2023-03-29 00:00:00 AAPL 100 @ 157.572207733431"
## [1] "2023-03-30 00:00:00 AAPL 100 @ 159.707845282397"
## [1] "2023-03-31 00:00:00 AAPL 100 @ 160.607583567378"
## [1] "2023-04-03 00:00:00 AAPL 100 @ 162.416941900253"
## [1] "2023-04-04 00:00:00 AAPL 100 @ 164.720659938722"
## [1] "2023-04-05 00:00:00 AAPL 100 @ 162.881641230444"
## [1] "2023-04-06 00:00:00 AAPL 100 @ 160.597686717803"
## [1] "2023-04-10 00:00:00 AAPL 100 @ 159.5990855437"
## [1] "2023-04-11 00:00:00 AAPL 100 @ 160.518602441169"
## [1] "2023-04-12 00:00:00 AAPL 100 @ 159.401344678795"
## [1] "2023-04-13 00:00:00 AAPL 100 @ 159.806723258181"
## [1] "2023-04-14 00:00:00 AAPL 100 @ 162.733324266769"
## [1] "2023-04-17 00:00:00 AAPL 100 @ 163.227683972364"
## [1] "2023-04-18 00:00:00 AAPL 100 @ 164.226300233128"
## [1] "2023-04-19 00:00:00 AAPL 100 @ 163.929681392439"
## [1] "2023-04-20 00:00:00 AAPL 100 @ 164.216403383553"
## [1] "2023-04-21 00:00:00 AAPL 100 @ 163.188141834047"
## [1] "2023-04-24 00:00:00 AAPL 100 @ 163.138702846155"
## [1] "2023-04-25 00:00:00 AAPL 100 @ 163.326561948147"
## [1] "2023-04-26 00:00:00 AAPL 100 @ 161.220584774583"
## [1] "2023-04-27 00:00:00 AAPL 100 @ 163.326561948147"
## [1] "2023-04-28 00:00:00 AAPL 100 @ 166.589339022402"
## [1] "2023-05-01 00:00:00 AAPL 100 @ 167.370420719111"
## [1] "2023-05-02 00:00:00 AAPL 100 @ 168.171281028308"
## [1] "2023-05-03 00:00:00 AAPL 100 @ 167.587940196505"
## [1] "2023-05-04 00:00:00 AAPL 100 @ 163.029943107458"
## [1] "2023-05-05 00:00:00 AAPL 100 @ 169.0512407008"
## [1] "2023-05-08 00:00:00 AAPL 100 @ 170.534319817583"
## [1] "2023-05-09 00:00:00 AAPL 100 @ 171.097897123558"
## [1] "2023-05-10 00:00:00 AAPL 100 @ 171.068236748155"
## [1] "2023-05-11 00:00:00 AAPL 100 @ 171.888875669841"
## [1] "2023-05-12 00:00:00 AAPL 100 @ 171.898902431122"
## [1] "2023-05-15 00:00:00 AAPL 100 @ 171.443470865177"
## [1] "2023-05-16 00:00:00 AAPL 100 @ 170.285070872409"
## [1] "2023-05-17 00:00:00 AAPL 100 @ 170.00784771726"
## [1] "2023-05-18 00:00:00 AAPL 100 @ 171.285053317226"
## [1] "2023-05-19 00:00:00 AAPL 100 @ 174.641447688332"
## [1] "2023-05-22 00:00:00 AAPL 100 @ 172.255334360245"
## [1] "2023-05-23 00:00:00 AAPL 100 @ 171.413769463377"
## [1] "2023-05-24 00:00:00 AAPL 100 @ 169.393983495836"
## [1] "2023-05-25 00:00:00 AAPL 100 @ 170.700905605131"
## [1] "2023-05-26 00:00:00 AAPL 100 @ 171.601888413127"
## [1] "2023-05-30 00:00:00 AAPL 100 @ 175.205804537581"
## [1] "2023-05-31 00:00:00 AAPL 100 @ 175.572131898128"
## [1] "2023-06-01 00:00:00 AAPL 100 @ 175.938459258674"
## [1] "2023-06-02 00:00:00 AAPL 100 @ 179.235450826181"
## [1] "2023-06-05 00:00:00 AAPL 100 @ 180.819596090624"
## [1] "2023-06-06 00:00:00 AAPL 100 @ 178.185961009188"
## [1] "2023-06-07 00:00:00 AAPL 100 @ 176.671129087296"
## [1] "2023-06-08 00:00:00 AAPL 100 @ 176.136473639847"
## [1] "2023-06-09 00:00:00 AAPL 100 @ 179.700792931079"
## [1] "2023-06-12 00:00:00 AAPL 100 @ 179.473077148106"
## [1] "2023-06-13 00:00:00 AAPL 100 @ 180.987909069997"
## [1] "2023-06-14 00:00:00 AAPL 100 @ 181.552250811717"
## [1] "2023-06-15 00:00:00 AAPL 100 @ 182.136413631341"
## [1] "2023-06-16 00:00:00 AAPL 100 @ 184.878943781023"
## [1] "2023-06-20 00:00:00 AAPL 100 @ 182.581949765863"
## [1] "2023-06-21 00:00:00 AAPL 100 @ 183.067082733608"
## [1] "2023-06-22 00:00:00 AAPL 100 @ 181.918593279792"
## [1] "2023-06-23 00:00:00 AAPL 100 @ 183.710648356832"
## [1] "2023-06-26 00:00:00 AAPL 100 @ 184.977958525374"
## [1] "2023-06-27 00:00:00 AAPL 100 @ 184.047274315579"
## [1] "2023-06-28 00:00:00 AAPL 100 @ 186.067045175591"
## [1] "2023-06-29 00:00:00 AAPL 100 @ 187.205654305511"
## [1] "2023-06-30 00:00:00 AAPL 100 @ 189.730379211173"
## [1] "2023-07-03 00:00:00 AAPL 100 @ 191.859060246959"
## [1] "2023-07-05 00:00:00 AAPL 100 @ 189.670976407574"
## [1] "2023-07-06 00:00:00 AAPL 100 @ 187.958114996981"
## [1] "2023-07-07 00:00:00 AAPL 100 @ 189.512558859624"
## [1] "2023-07-10 00:00:00 AAPL 100 @ 187.383862716309"
## [1] "2023-07-11 00:00:00 AAPL 100 @ 187.284863079486"
## [1] "2023-07-12 00:00:00 AAPL 100 @ 187.799697449031"
## [1] "2023-07-13 00:00:00 AAPL 100 @ 188.611576051628"
## [1] "2023-07-14 00:00:00 AAPL 100 @ 188.344248327903"
## [1] "2023-07-17 00:00:00 AAPL 100 @ 189.997691827369"
## [1] "2023-07-18 00:00:00 AAPL 100 @ 191.433330082814"
## [1] "2023-07-19 00:00:00 AAPL 100 @ 191.185808329465"
## [1] "2023-07-20 00:00:00 AAPL 100 @ 193.156071817301"
## [1] "2023-07-21 00:00:00 AAPL 100 @ 192.175895342859"
## [1] "2023-07-24 00:00:00 AAPL 100 @ 191.492732886413"
## [1] "2023-07-25 00:00:00 AAPL 100 @ 191.413524112438"
## [1] "2023-07-26 00:00:00 AAPL 100 @ 191.750150071185"
## [1] "2023-07-27 00:00:00 AAPL 100 @ 194.076860595673"
## [1] "2023-07-28 00:00:00 AAPL 100 @ 192.740237084579"
## [1] "2023-07-31 00:00:00 AAPL 100 @ 194.116457428896"
## [1] "2023-08-01 00:00:00 AAPL 100 @ 194.294680947222"
## [1] "2023-08-02 00:00:00 AAPL 100 @ 193.106564445126"
## [1] "2023-08-03 00:00:00 AAPL 100 @ 189.670976407574"
## [1] "2023-08-04 00:00:00 AAPL 100 @ 183.680946955032"
## [1] "2023-09-05 00:00:00 AAPL 100 @ 186.665307658179"
## [1] "2023-09-06 00:00:00 AAPL 100 @ 186.784273696062"
## [1] "2023-09-07 00:00:00 AAPL 100 @ 173.677647335836"
## [1] "2023-10-16 00:00:00 AAPL 100 @ 175.234190261802"
## [1] "2023-10-17 00:00:00 AAPL 100 @ 175.135041811614"
## [1] "2023-10-18 00:00:00 AAPL 100 @ 174.07422600866"
## [1] "2023-10-19 00:00:00 AAPL 100 @ 174.530272572495"
## [1] "2023-10-27 00:00:00 AAPL -100 @ 165.478581829274"
## [1] "2023-10-30 00:00:00 AAPL -100 @ 167.570487053641"
## [1] "2023-10-31 00:00:00 AAPL -100 @ 167.897658785747"
## [1] "2023-11-08 00:00:00 AAPL 100 @ 180.786170657902"
## [1] "2023-11-09 00:00:00 AAPL 100 @ 181.39093989702"
## [1] "2023-11-10 00:00:00 AAPL 100 @ 182.632565509509"
## [1] "2023-11-13 00:00:00 AAPL 100 @ 184.469122332097"
## [1] "2023-11-14 00:00:00 AAPL 100 @ 186.335444699268"
## [1] "2023-11-15 00:00:00 AAPL 100 @ 186.484363309344"
## [1] "2023-11-16 00:00:00 AAPL 100 @ 188.191860366104"
## [1] "2023-11-17 00:00:00 AAPL 100 @ 188.866909591965"
## [1] "2023-11-20 00:00:00 AAPL 100 @ 188.509526134785"
## [1] "2023-11-21 00:00:00 AAPL 100 @ 190.018480192637"
## [1] "2023-11-22 00:00:00 AAPL 100 @ 190.097900421772"
## [1] "2023-11-24 00:00:00 AAPL 100 @ 189.482397432939"
## [1] "2023-11-27 00:00:00 AAPL 100 @ 188.539306827229"
## [1] "2023-11-28 00:00:00 AAPL 100 @ 188.400325213207"
## [1] "2023-11-29 00:00:00 AAPL 100 @ 189.512178125382"
## [1] "2023-11-30 00:00:00 AAPL 100 @ 188.459886598093"
## [1] "2023-12-01 00:00:00 AAPL 100 @ 188.9463298211"
## [1] "2023-12-04 00:00:00 AAPL 100 @ 188.598868212115"
## [1] "2023-12-05 00:00:00 AAPL 100 @ 188.827207051327"
## [1] "2023-12-06 00:00:00 AAPL 100 @ 193.036373160481"
## [1] "2023-12-07 00:00:00 AAPL 100 @ 192.222342320598"
## [1] "2023-12-08 00:00:00 AAPL 100 @ 192.78819062488"
## [1] "2023-12-11 00:00:00 AAPL 100 @ 191.706118405148"
## [1] "2023-12-12 00:00:00 AAPL 100 @ 191.676337712705"
## [1] "2023-12-13 00:00:00 AAPL 100 @ 193.671719845703"
## [1] "2023-12-14 00:00:00 AAPL 100 @ 196.580427039828"
## [1] "2023-12-15 00:00:00 AAPL 100 @ 196.093983816822"
## [1] "2023-12-18 00:00:00 AAPL 100 @ 194.664449988105"
## [1] "2023-12-19 00:00:00 AAPL 100 @ 194.733948369046"
## [1] "2023-12-20 00:00:00 AAPL 100 @ 195.468558979793"
## [1] "2023-12-21 00:00:00 AAPL 100 @ 194.67438698416"
## [1] "2023-12-22 00:00:00 AAPL 100 @ 193.761061923033"
## [1] "2023-12-26 00:00:00 AAPL 100 @ 192.202483476349"
## [1] "2023-12-27 00:00:00 AAPL 100 @ 191.090630564174"
## [1] "2023-12-28 00:00:00 AAPL 100 @ 192.728629239994"
## [1] "2023-12-29 00:00:00 AAPL 100 @ 192.490368552588"
## [1] "2024-01-24 00:00:00 AAPL 100 @ 193.999322610439"
## [1] "2024-01-25 00:00:00 AAPL 100 @ 193.800779611531"
## [1] "2024-01-26 00:00:00 AAPL 100 @ 192.857689005821"
## [1] "2024-01-29 00:00:00 AAPL 100 @ 190.614109189362"
## [1] "2024-01-30 00:00:00 AAPL 100 @ 189.551895813879"
## [1] "2024-01-31 00:00:00 AAPL 100 @ 185.680239169796"
## [1] "2024-02-01 00:00:00 AAPL 100 @ 182.652424353758"
## [1] "2024-02-20 00:00:00 AAPL -100 @ 180.698693117713"
## [1] "2024-02-21 00:00:00 AAPL -100 @ 180.847801755782"
## [1] "2024-02-22 00:00:00 AAPL -100 @ 182.378550336516"
## [1] "2024-02-26 00:00:00 AAPL -100 @ 181.146003864733"
## [1] "2024-02-27 00:00:00 AAPL -100 @ 180.012847984473"
## [1] "2024-02-28 00:00:00 AAPL -100 @ 181.414372112317"
## [1] "2024-02-29 00:00:00 AAPL -100 @ 180.181825640534"
## [1] "2024-03-01 00:00:00 AAPL -100 @ 178.472149727555"
## [1] "2024-03-04 00:00:00 AAPL -100 @ 175.092551104769"
## [1] "2024-03-05 00:00:00 AAPL -100 @ 169.734908321419"
## [1] "2024-03-06 00:00:00 AAPL -100 @ 170.033110430369"
## [1] "2024-03-07 00:00:00 AAPL -100 @ 168.134572676148"
## [1] "2024-03-08 00:00:00 AAPL -100 @ 167.985479205268"
## [1] "2024-03-11 00:00:00 AAPL -100 @ 171.901829490413"
## [1] "2024-03-12 00:00:00 AAPL -100 @ 172.110560349646"
## [1] "2024-03-13 00:00:00 AAPL -100 @ 171.732851834352"
## [1] "2024-03-14 00:00:00 AAPL -100 @ 171.872010796237"
## [1] "2024-03-15 00:00:00 AAPL -100 @ 170.142450698077"
## [1] "2024-03-18 00:00:00 AAPL -100 @ 174.516046239238"
## [1] "2024-03-19 00:00:00 AAPL -100 @ 173.293419109261"
## [1] "2024-03-20 00:00:00 AAPL -100 @ 174.665139710119"
## [1] "2024-03-21 00:00:00 AAPL -100 @ 175.987157431619"
## [1] "2024-03-22 00:00:00 AAPL -100 @ 170.728905239793"
## [1] "2024-03-25 00:00:00 AAPL -100 @ 169.546061647366"
## [1] "2024-03-26 00:00:00 AAPL -100 @ 168.979476123642"
## [1] "2024-03-27 00:00:00 AAPL -100 @ 169.387018500301"
## [1] "2024-03-28 00:00:00 AAPL -100 @ 170.718970730797"
## [1] "2024-04-01 00:00:00 AAPL -100 @ 170.162334883258"
## [1] "2024-04-02 00:00:00 AAPL -100 @ 168.0650007788"
## [1] "2024-04-03 00:00:00 AAPL -100 @ 167.776733178846"
## [1] "2024-04-04 00:00:00 AAPL -100 @ 169.267728556407"
## [1] "2024-04-05 00:00:00 AAPL -100 @ 168.571933746983"
## [1] "2024-04-08 00:00:00 AAPL -100 @ 168.015297899444"
## [1] "2024-04-09 00:00:00 AAPL -100 @ 167.687277096318"
## [1] "2024-04-10 00:00:00 AAPL -100 @ 167.786682855031"
## [1] "2024-04-11 00:00:00 AAPL -100 @ 167.329437599015"
## [1] "2024-04-12 00:00:00 AAPL -100 @ 173.213897535729"
## [1] "2024-04-15 00:00:00 AAPL -100 @ 174.307300212816"
## [1] "2024-04-16 00:00:00 AAPL -100 @ 170.718970730797"
## [1] "2024-04-17 00:00:00 AAPL -100 @ 168.591817932164"
## [1] "2024-04-18 00:00:00 AAPL -100 @ 167.021300981069"
## [1] "2024-04-19 00:00:00 AAPL -100 @ 165.212234476567"
## [1] "2024-04-22 00:00:00 AAPL -100 @ 164.526374176138"
## [1] "2024-04-23 00:00:00 AAPL -100 @ 164.357396520077"
## [1] "2024-04-24 00:00:00 AAPL -100 @ 165.540240112504"
## [1] "2024-04-25 00:00:00 AAPL -100 @ 168.512296358631"
## [1] "2024-04-26 00:00:00 AAPL -100 @ 168.860201346938"
## [1] "2024-04-29 00:00:00 AAPL -100 @ 172.329240885063"
## [1] "2024-04-30 00:00:00 AAPL -100 @ 172.289487681892"
## [1] "2024-05-01 00:00:00 AAPL -100 @ 168.561999237988"
## [1] "2024-05-02 00:00:00 AAPL -100 @ 171.474402928574"
## [1] "2024-05-06 00:00:00 AAPL 100 @ 181.255344132441"
## [1] "2024-05-07 00:00:00 AAPL 100 @ 182.348731642339"
## [1] "2024-05-08 00:00:00 AAPL 100 @ 181.752342591628"
## [1] "2024-05-09 00:00:00 AAPL 100 @ 181.464074991674"
## [1] "2024-05-10 00:00:00 AAPL 100 @ 184.039305304875"
## [1] "2024-05-13 00:00:00 AAPL 100 @ 184.576800171001"
## [1] "2024-05-14 00:00:00 AAPL 100 @ 186.637156657121"
## [1] "2024-05-15 00:00:00 AAPL 100 @ 187.035303814948"
## [1] "2024-05-16 00:00:00 AAPL 100 @ 189.583384873997"
## [1] "2024-05-17 00:00:00 AAPL 100 @ 188.627846882973"
## [1] "2024-05-20 00:00:00 AAPL 100 @ 188.448692052772"
## [1] "2024-05-21 00:00:00 AAPL 100 @ 190.200493983927"
## [1] "2024-05-22 00:00:00 AAPL 100 @ 191.375009114815"
## [1] "2024-05-23 00:00:00 AAPL 100 @ 190.091005413995"
## [1] "2024-05-24 00:00:00 AAPL 100 @ 187.941071512774"
## [1] "2024-05-28 00:00:00 AAPL 100 @ 190.618537108825"
## [1] "2024-05-29 00:00:00 AAPL 100 @ 188.72738746937"
## [1] "2024-05-30 00:00:00 AAPL 100 @ 189.87202827413"
## [1] "2024-05-31 00:00:00 AAPL 100 @ 190.548870848556"
## [1] "2024-06-03 00:00:00 AAPL 100 @ 192.002066208281"
## [1] "2024-06-04 00:00:00 AAPL 100 @ 193.733972172366"
## [1] "2024-06-05 00:00:00 AAPL 100 @ 194.490428990596"
## [1] "2024-06-06 00:00:00 AAPL 100 @ 194.77908757849"
## [1] "2024-06-07 00:00:00 AAPL 100 @ 193.743920155901"
## [1] "2024-06-10 00:00:00 AAPL 100 @ 195.983446659984"
## [1] "2024-06-11 00:00:00 AAPL 100 @ 192.748575042975"
## [1] "2024-06-12 00:00:00 AAPL 100 @ 206.404711207338"
## [1] "2024-06-13 00:00:00 AAPL 100 @ 213.740415017279"
## [1] "2024-06-14 00:00:00 AAPL 100 @ 212.854558474285"
## [1] "2024-06-17 00:00:00 AAPL 100 @ 212.376781884893"
## [1] "2024-06-18 00:00:00 AAPL 100 @ 216.577139476461"
## [1] "2024-06-20 00:00:00 AAPL 100 @ 212.93417271809"
## [1] "2024-06-21 00:00:00 AAPL 100 @ 209.410657700947"
## [1] "2024-06-24 00:00:00 AAPL 100 @ 206.753088071967"
## [1] "2024-06-25 00:00:00 AAPL 100 @ 208.176424293325"
## [1] "2024-06-26 00:00:00 AAPL 100 @ 210.515491383805"
## [1] "2024-06-27 00:00:00 AAPL 100 @ 213.69064472408"
## [1] "2024-06-28 00:00:00 AAPL 100 @ 214.765619268571"
## [1] "2024-07-01 00:00:00 AAPL 100 @ 211.102741355369"
## [1] "2024-07-02 00:00:00 AAPL 100 @ 215.143840083806"
## [1] "2024-07-03 00:00:00 AAPL 100 @ 218.975924843674"
## [1] "2024-07-05 00:00:00 AAPL 100 @ 220.618238204898"
## [1] "2024-07-08 00:00:00 AAPL 100 @ 226.032918049256"
## [1] "2024-07-09 00:00:00 AAPL 100 @ 226.869004299051"
## [1] "2024-07-10 00:00:00 AAPL 100 @ 228.232637431437"
## [1] "2024-07-11 00:00:00 AAPL 100 @ 230.312905072389"
## [1] "2024-07-12 00:00:00 AAPL 100 @ 227.854401428441"
## [1] "2024-07-15 00:00:00 AAPL 100 @ 235.379208052118"
## [1] "2024-07-16 00:00:00 AAPL 100 @ 233.906101537561"
## [1] "2024-07-17 00:00:00 AAPL 100 @ 228.381933123271"
## [1] "2024-07-18 00:00:00 AAPL 100 @ 229.208071389531"
## [1] "2024-07-19 00:00:00 AAPL 100 @ 223.773495578102"
## [1] "2024-07-22 00:00:00 AAPL 100 @ 225.95328861769"
## [1] "2024-07-23 00:00:00 AAPL 100 @ 223.325578127077"
## [1] "2024-07-24 00:00:00 AAPL 100 @ 222.957305295378"
## [1] "2024-07-25 00:00:00 AAPL 100 @ 217.910898282719"
## [1] "2024-07-26 00:00:00 AAPL 100 @ 217.681973159319"
## [1] "2024-08-19 00:00:00 AAPL 100 @ 224.92934604934"
## [1] "2024-08-20 00:00:00 AAPL 100 @ 224.97917394971"
## [1] "2024-08-21 00:00:00 AAPL 100 @ 225.72654683924"
## [1] "2024-08-22 00:00:00 AAPL 100 @ 226.992087317665"
## [1] "2024-08-23 00:00:00 AAPL 100 @ 224.869558651032"
## [1] "2024-08-26 00:00:00 AAPL 100 @ 225.965696432471"
## [1] "2024-08-27 00:00:00 AAPL 100 @ 225.208364045004"
## [1] "2024-08-28 00:00:00 AAPL 100 @ 227.121636817559"
## [1] "2024-08-29 00:00:00 AAPL 100 @ 229.294008589903"
## [1] "2024-08-30 00:00:00 AAPL 100 @ 229.383689687365"
## [1] "2024-09-03 00:00:00 AAPL 100 @ 227.749434910473"
## [1] "2024-09-04 00:00:00 AAPL 100 @ 220.883569906873"
## [1] "2024-09-05 00:00:00 AAPL 100 @ 220.853676207719"
## [1] "2024-09-06 00:00:00 AAPL 100 @ 223.165541772554"
## [1] "2024-09-09 00:00:00 AAPL 100 @ 220.046515919881"
## [1] "2024-09-24 00:00:00 AAPL 100 @ 227.849075505873"
## [1] "2024-09-25 00:00:00 AAPL 100 @ 224.142104757378"
## [1] "2024-09-26 00:00:00 AAPL 100 @ 226.503813427924"
## [1] "2024-09-27 00:00:00 AAPL 100 @ 227.659753813012"
## [1] "2024-09-30 00:00:00 AAPL 100 @ 229.234205986255"
## [1] "2024-10-01 00:00:00 AAPL 100 @ 228.716038397359"
## [1] "2024-10-02 00:00:00 AAPL 100 @ 225.098748746326"
## [1] "2024-10-03 00:00:00 AAPL 100 @ 224.351375856796"
## [1] "2024-10-04 00:00:00 AAPL 100 @ 227.101702616343"
## [1] "2024-10-07 00:00:00 AAPL 100 @ 223.713618265944"
## [1] "2024-10-08 00:00:00 AAPL 100 @ 223.514321869804"
## [1] "2024-10-09 00:00:00 AAPL 100 @ 224.441056954258"
## [1] "2024-10-10 00:00:00 AAPL 100 @ 226.982127819727"
## [1] "2024-10-11 00:00:00 AAPL 100 @ 228.496807800003"
## [1] "2024-10-14 00:00:00 AAPL 100 @ 227.898903406243"
## [1] "2024-10-15 00:00:00 AAPL 100 @ 232.791708238981"
## [1] "2024-10-16 00:00:00 AAPL 100 @ 230.788754368963"
## [1] "2024-10-17 00:00:00 AAPL 100 @ 232.612330838716"
## [1] "2024-10-18 00:00:00 AAPL 100 @ 235.352698100326"
## [1] "2024-10-21 00:00:00 AAPL 100 @ 233.628762225972"
## [1] "2024-10-22 00:00:00 AAPL 100 @ 233.070726234644"
## [1] "2024-10-23 00:00:00 AAPL 100 @ 233.260063132847"
## [1] "2024-10-24 00:00:00 AAPL 100 @ 229.174418587947"
## [1] "2024-10-25 00:00:00 AAPL 100 @ 228.935268994715"
## [1] "2024-10-28 00:00:00 AAPL 100 @ 232.502730745379"
## [1] "2024-10-29 00:00:00 AAPL 100 @ 232.283500148023"
## [1] "2024-10-30 00:00:00 AAPL 100 @ 231.795211052941"
## [1] "2024-10-31 00:00:00 AAPL 100 @ 228.536660997095"
## [1] "2024-11-01 00:00:00 AAPL 100 @ 220.195984415651"
## [1] "2024-11-25 00:00:00 AAPL 100 @ 230.903007253043"
## [1] "2024-11-26 00:00:00 AAPL 100 @ 232.76850230006"
## [1] "2024-11-27 00:00:00 AAPL 100 @ 233.905758325728"
## [1] "2024-11-29 00:00:00 AAPL 100 @ 234.244936475718"
## [1] "2024-12-02 00:00:00 AAPL 100 @ 236.699023279564"
## [1] "2024-12-03 00:00:00 AAPL 100 @ 239.232904171115"
## [1] "2024-12-04 00:00:00 AAPL 100 @ 242.285537965167"
## [1] "2024-12-05 00:00:00 AAPL 100 @ 243.402853079944"
## [1] "2024-12-06 00:00:00 AAPL 100 @ 242.32545023109"
## [1] "2024-12-09 00:00:00 AAPL 100 @ 241.248047382235"
## [1] "2024-12-10 00:00:00 AAPL 100 @ 246.295868254446"
## [1] "2024-12-11 00:00:00 AAPL 100 @ 247.363300647855"
## [1] "2024-12-12 00:00:00 AAPL 100 @ 246.295868254446"
## [1] "2024-12-13 00:00:00 AAPL 100 @ 247.223638161266"
## [1] "2024-12-16 00:00:00 AAPL 100 @ 247.393227236262"
## [1] "2024-12-17 00:00:00 AAPL 100 @ 249.478194079641"
## [1] "2024-12-18 00:00:00 AAPL 100 @ 251.553190467575"
## [1] "2024-12-19 00:00:00 AAPL 100 @ 246.904400922168"
## [1] "2024-12-20 00:00:00 AAPL 100 @ 247.44309473556"
## [1] "2024-12-23 00:00:00 AAPL 100 @ 254.156910213455"
## [1] "2024-12-24 00:00:00 AAPL 100 @ 254.875178779358"
## [1] "2024-12-26 00:00:00 AAPL 100 @ 257.568678290458"
## [1] "2024-12-27 00:00:00 AAPL 100 @ 257.209528785437"
## [1] "2024-12-30 00:00:00 AAPL 100 @ 251.623014099834"
## [1] "2024-12-31 00:00:00 AAPL 100 @ 251.832515440751"
## [1] "2025-01-02 00:00:00 AAPL 100 @ 248.330952376458"
## [1] "2025-01-03 00:00:00 AAPL 100 @ 242.774364279261"
## [1] "2025-01-06 00:00:00 AAPL 100 @ 243.722075096973"
## [1] "2025-01-07 00:00:00 AAPL 100 @ 242.395273863349"
## [1] "2025-02-18 00:00:00 AAPL 100 @ 243.830248775831"
## [1] "2025-02-19 00:00:00 AAPL 100 @ 244.33959061953"
## [1] "2025-02-20 00:00:00 AAPL 100 @ 244.619222705214"
## [1] "2025-02-21 00:00:00 AAPL 100 @ 245.627894497229"
## [1] "2025-02-24 00:00:00 AAPL 100 @ 244.609226048635"
## [1] "2025-02-25 00:00:00 AAPL 100 @ 247.675212812187"
## [1] "2025-02-26 00:00:00 AAPL 100 @ 244.010020967373"
## [1] "2025-02-27 00:00:00 AAPL 100 @ 239.096466154756"
## [1] "2025-02-28 00:00:00 AAPL 100 @ 236.639681129044"
## [1] "2025-03-03 00:00:00 AAPL 100 @ 241.473338883066"
## [1] "2025-03-04 00:00:00 AAPL 100 @ 237.398695566304"
## [1] "2025-03-05 00:00:00 AAPL 100 @ 235.111686075558"
## [1] "2025-03-06 00:00:00 AAPL 100 @ 234.132973775665"
## [1] "2025-03-12 00:00:00 AAPL -100 @ 219.851698376234"
## [1] "2025-03-13 00:00:00 AAPL -100 @ 215.667183269948"
## [1] "2025-03-14 00:00:00 AAPL -100 @ 210.973341558768"
## [1] "2025-03-17 00:00:00 AAPL -100 @ 213.030641291499"
## [1] "2025-03-18 00:00:00 AAPL -100 @ 213.879534205128"
## [1] "2025-03-19 00:00:00 AAPL -100 @ 213.939453189374"
## [1] "2025-03-20 00:00:00 AAPL -100 @ 213.709758670163"
## [1] "2025-03-21 00:00:00 AAPL -100 @ 211.282933136575"
## [1] "2025-03-24 00:00:00 AAPL -100 @ 220.710572707635"
## [1] "2025-03-25 00:00:00 AAPL -100 @ 220.480878188424"
## [1] "2025-03-26 00:00:00 AAPL -100 @ 223.217280061014"
## [1] "2025-03-27 00:00:00 AAPL -100 @ 221.100061344037"
## [1] "2025-03-28 00:00:00 AAPL -100 @ 221.379693429721"
## [1] "2025-03-31 00:00:00 AAPL -100 @ 216.725792628436"
## [1] "2025-04-01 00:00:00 AAPL -100 @ 219.522128724077"
## [1] "2025-04-02 00:00:00 AAPL -100 @ 221.030160942019"
## [1] "2025-04-04 00:00:00 AAPL -100 @ 193.636076052363"
## [1] "2025-04-07 00:00:00 AAPL -100 @ 176.967931268044"
## [1] "2025-04-08 00:00:00 AAPL -100 @ 186.455489823349"
## [1] "2025-04-09 00:00:00 AAPL -100 @ 171.724806803269"
## [1] "2025-04-10 00:00:00 AAPL -100 @ 188.822396372692"
## [1] "2025-04-11 00:00:00 AAPL -100 @ 185.856284742087"
## [1] "2025-04-14 00:00:00 AAPL -100 @ 211.163095168083"
## [1] "2025-04-15 00:00:00 AAPL -100 @ 201.595639554182"
## [1] "2025-04-16 00:00:00 AAPL -100 @ 198.100223244332"
## [1] "2025-04-17 00:00:00 AAPL -100 @ 196.941738752897"
## [1] "2025-04-21 00:00:00 AAPL -100 @ 193.01689289675"
## [1] "2025-04-22 00:00:00 AAPL -100 @ 195.863151320059"
## [1] "2025-04-23 00:00:00 AAPL -100 @ 205.730217093994"
## [1] "2025-04-24 00:00:00 AAPL -100 @ 204.621670169033"
## [1] "2025-05-12 00:00:00 AAPL -100 @ 210.970001220703"
## [1] "2025-05-13 00:00:00 AAPL -100 @ 210.429992675781"
## [1] "2025-05-14 00:00:00 AAPL -100 @ 212.429992675781"
## [1] "2025-05-15 00:00:00 AAPL -100 @ 210.949996948242"

updatePortf(portfolio.st)

## [1] "quant"

updateAcct(account.st)

## [1] "quant"

updateEndEq(account.st)

## [1] "quant"

# 6. 绩效分析
equity <- getAccount(account.st)$summary$End.Eq
returns <- Return.calculate(equity)
charts.PerformanceSummary(returns, main="策略资金曲线")

tradeStats(portfolio.st, "AAPL")

## Portfolio Symbol Num.Txns Num.Trades Net.Trading.PL Avg.Trade.PL Med.Trade.PL Largest.Winner Largest.Loser Gross.Profits Gross.Losses Std.Dev.Trade.PL Std.Err.Trade.PL Percent.Positive Percent.Negative Profit.Factor Avg.Win.Trade
## AAPL quant AAPL 2499 421 24466225 5711.09 590.4887 16109.06 -0.3334734 2404370 -1.276461 5911.599 288.1137 98.57482 1.425178 1883622 5793.663
## Med.Win.Trade Avg.Losing.Trade Med.Losing.Trade Avg.Daily.PL Med.Daily.PL Std.Dev.Daily.PL Std.Err.Daily.PL Ann.Sharpe Max.Drawdown Profit.To.Max.Draw Avg.WinLoss.Ratio Med.WinLoss.Ratio Max.Equity Min.Equity End.Equity
## AAPL 595.2789 -0.2127435 -0.2211782 5711.09 590.4887 5911.599 288.1137 15.33608 -14471503 1.690648 27233.09 2691.4 35072536 -37.67239 24466225

基于 quantstrat 的配对交易策略实现与解析

Fri, 10 Apr 2015 00:00:00 +0000

配对交易是一种基于统计套利的量化策略，其核心逻辑是通过识别价格走势高度相关的两只股票，当它们的价格偏离历史正常关系时建立对冲头寸，等待关系回归时获利。

本文将解析一段基于 R 语言 quantstrat 包的配对交易策略代码，展示其实现思路与核心意义。

策略核心逻辑与代码框架

这段代码以 SPY 和 DIA 两只 ETF 为交易标的，通过构建价格比率的均值回归模型实现配对交易。策略的核心步骤包括：数据同步与准备、策略环境初始化、指标与信号构建、自定义订单规模控制、交易规则设置，以及回测与绩效分析。

以下是完整代码实现：

# Kindly contributed to quantstrat by Garrett See
# code borrowed heavily from existing quantstrat demos

# 这是一个简单的配对交易示例，旨在展示如何扩展现有 quantstrat 功能。
# 它使用 addPosLimits 指定头寸水平和限制，并演示如何将自定义订单规模函数传递给 osFUN

# 注意：先构建价差并将其视为单一工具，比处理股票组合更简单

## 给定两只股票，计算其名义价值比率。如果比率低于 2 标准差区间，
# 当它回升穿过区间时，买入股票 1 并卖出股票 2。如果比率高于 2 标准差区间，
# 当它回落穿过区间时，卖出股票 1 并买入股票 2。如果比率穿过其移动平均线，则平仓所有头寸。

# 股票 A 的买入（卖出）数量 = MaxPos / lvls
# 股票 B 的卖出（买入）数量 = MaxPos * 比率 / lvls 

require(quantstrat)

## Loading required package: quantstrat

## Loading required package: quantmod

## Loading required package: xts

## Loading required package: zoo

## 
## Attaching package: 'zoo'

## The following objects are masked from 'package:base':
## 
## as.Date, as.Date.numeric

## Loading required package: TTR

## Registered S3 method overwritten by 'quantmod':
## method from
## as.zoo.data.frame zoo

## Loading required package: blotter

## Loading required package: FinancialInstrument

## Loading required package: PerformanceAnalytics

## 
## Attaching package: 'PerformanceAnalytics'

## The following object is masked from 'package:graphics':
## 
## legend

## Loading required package: foreach

suppressWarnings(rm("order_book.pair1",pos=.strategy))
suppressWarnings(rm("account.pairs", "portfolio.pair1", pos=.blotter))
suppressWarnings(rm("startDate", "endDate", "startDate", "initEq", "SD", "N", 
 "symb1", "symb2", "portfolio1.st", "account.st", 
 "pairStrat", "out1"))

initDate <- '2013-12-31' 
startDate <- '2014-01-01'
endDate <- '2015-05-01'
initEq <- 100000
SD <- 2 # 标准差倍数
N <- 20 # 移动平均线周期

MaxPos <- 1500 # 股票 A 的最大头寸；
# 股票 B 的最大头寸将是 max * 比率，即对股票 B 没有硬性头寸限制
lvls <- 3 # 分几步建仓；每笔订单数量 = MaxPos/lvls

symb1 <- 'SPY' # 可更改这些标的以尝试其他配对
symb2 <- 'DIA' # 如果更改，需确保头寸限制仍然合理

portfolio1.st <- 'pair1'
account.st <- 'pairs'

# 获取历史数据
getSymbols(c(symb1, symb2), from=startDate, to=endDate, adjust=TRUE)

## [1] "SPY" "DIA"

# 以下函数用于确保所有标的的时间戳相同，删除其中一只股票数据缺失的行
alignSymbols <- function(symbols, env=.GlobalEnv) {
 # 这是 qmao::alignSymbols() 的简化版本
 if (length(symbols) < 2) 
 stop("必须提供至少 2 个标的")
 if (any(!is.character(symbols))) 
 stop("标的必须是字符向量。")
 ff <- get(symbols[1],env=env)
 for (sym in symbols[-1]) {
 tmp.sym <- get(sym,env=env)
 ff <- merge(ff, tmp.sym, all=FALSE) # 只保留双方都有数据的行
 }
 for (sym in symbols) {
 assign(sym,ff[,grep(sym, colnames(ff))], env=env) # 更新标的数据
 }
 symbols
}
alignSymbols(c(symb1, symb2)) # 对齐两只股票的时间戳

## [1] "SPY" "DIA"

# 定义金融工具
currency("USD") # 基础货币为美元

## [1] "USD"

stock(symb1, currency="USD", multiplier=1) # 定义股票 1 的属性

## [1] "SPY"

stock(symb2, currency="USD", multiplier=1) # 定义股票 2 的属性

## [1] "DIA"

# 初始化投资组合、账户和订单
initPortf(name=portfolio1.st, c(symb1,symb2)) # 创建包含两只股票的组合

## [1] "pair1"

initAcct(account.st, portfolios=portfolio1.st, initEq=initEq) # 初始化账户，初始资金 10 万美元

## [1] "pairs"

initOrders(portfolio=portfolio1.st) # 初始化订单簿

# osFUN 需要知道哪个标的是第一腿、哪个是第二腿，以及 MaxPos 和 lvls 的值。
# 因此，在投资组合中创建一个插槽来存储这些信息。
pair <- c(1, 2, MaxPos, lvls)
names(pair) <- c(symb1, symb2, "MaxPos", "lvls")
.blotter[[paste('portfolio', portfolio1.st, sep='.')]]$pair <- pair # 存储到组合属性中

# 按标的创建初始头寸限制和水平
# 如果 lvls=3，则允许多空各 3 次建仓。
addPosLimit(portfolio=portfolio1.st, timestamp=startDate, symbol=symb1, 
 maxpos=MaxPos, longlevels=lvls, minpos=-MaxPos, shortlevels=lvls)
addPosLimit(portfolio=portfolio1.st, timestamp=startDate, symbol=symb2, 
 maxpos=MaxPos, longlevels=lvls, minpos=-MaxPos, shortlevels=lvls)

# 创建策略对象
pairStrat <- strategy('pairStrat')

# 指标函数：计算两只股票的价格比率
calcRatio <- function(x) { 
 # 返回两只股票的名义收盘价比率
 x1 <- get(x[1])
 x2 <- get(x[2])
 mult1 <- getInstrument(x[1])$multiplier # 合约乘数
 mult2 <- getInstrument(x[2])$multiplier
 rat <- (mult1 * Cl(x1)) / (mult2 * Cl(x2)) # 收盘价比率
 colnames(rat) <- 'Ratio'
 rat
}
# 用于确定入场/出场的指标：比率及其布林带
Ratio <- calcRatio(c(symb1[1], symb2[1])) 

# 将对冲比率存储在投资组合中，以便订单规模函数使用。
# 在本示例中，对冲比率与 Ratio 指标相同。
.blotter[[paste('portfolio',portfolio1.st,sep='.')]]$HedgeRatio <- Ratio
# 创建获取最新对冲比率的函数
getHedgeRatio <- function(portfolio, timestamp) {
 portf <- getPortfolio(portfolio)
 timestamp <- format(timestamp,"%Y-%m-%d %H:%M:%S") # 格式化时间戳
 # 上述行确保在使用日内数据且时间戳为午夜时，不会获取次日的最后一个值
 toDate <- paste("::", timestamp, sep="")
 Ratio <- last(portf$HedgeRatio[toDate]) # 获取该时间点的最新比率
 as.numeric(Ratio)
}

# 添加指标：比率的布林带
pairStrat <- add.indicator(strategy=pairStrat, name = "calcRatio", 
 arguments=list(x=c(symb1,symb2)))
pairStrat <- add.indicator(strategy=pairStrat, name = "BBands", 
 arguments=list(HLC=quote(Ratio), sd=SD, n=N, 
 maType='SMA')) # 基于 20 日 SMA 计算布林带

# 生成信号：当比率从下方穿过下轨时买入，从上方穿过上轨时卖出，穿过中轨时平仓
pairStrat <- add.signal(strategy=pairStrat, name="sigCrossover", 
 arguments=list(columns=c("Ratio","up"), 
 relationship="lt"), # 比率 < 上轨（从上方穿过）
 label="cross.up")
pairStrat <- add.signal(strategy=pairStrat, name="sigCrossover", 
 arguments=list(columns=c("Ratio","dn"), 
 relationship="gt"), # 比率 > 下轨（从下方穿过）
 label="cross.dn")
pairStrat <- add.signal(strategy=pairStrat, name="sigCrossover", 
 arguments=list(columns=c("Ratio","mavg"), 
 relationship="lt"), # 比率 < 中轨（从上方穿过）
 label="cross.mid.fa")
pairStrat <- add.signal(strategy=pairStrat, name="sigCrossover", 
 arguments=list(columns=c("Ratio","mavg"), 
 relationship="gt"), # 比率 > 中轨（从下方穿过）
 label="cross.mid.fb")

# 自定义订单规模函数
#######################_ORDER SIZING FUNCTION_##################################
osSpreadMaxPos <- function (data, timestamp, orderqty, ordertype, orderside, 
 portfolio, symbol, ruletype, ..., orderprice) {
 portf <- getPortfolio(portfolio)
 # 检查 pair 插槽是否包含该函数所需的内容
 if (!any(portf$pair == 1) && !(any(portf$pair == 2))) 
 stop('pair 必须包含值 1 和 2')
 if (!any(names(portf$pair) == "MaxPos") || !any(names(portf$pair) == "lvls")) 
 stop('pair 必须包含 MaxPos 和 lvls') 
 
 if (portf$pair[symbol] == 1) legside <- "long" # 第一腿
 if (portf$pair[symbol] == 2) legside <- "short" # 第二腿（与第一腿方向相反）
 MaxPos <- portf$pair["MaxPos"]
 lvls <- portf$pair["lvls"]
 ratio <- getHedgeRatio(portfolio, timestamp) # 获取当前对冲比率
 pos <- getPosQty(portfolio, symbol, timestamp) # 当前头寸
 PosLimit <- getPosLimit(portfolio, symbol, timestamp) # 头寸限制
 qty <- orderqty
 if (legside == "short") {# 标的是第二腿
 ## 注释掉下一行可使每只股票的订单规模相等。
 addPosLimit(portfolio=portfolio, timestamp=timestamp, symbol=symbol, 
 maxpos=round(MaxPos*ratio,0), longlevels=lvls, 
 minpos=round(-MaxPos*ratio,0), shortlevels=lvls) # 调整第二腿的头寸限制
 ## 
 qty <- -orderqty # 反转股票 B 的订单数量（多空相反）
 }
 
 if (qty > 0) orderside = 'long' # 确定订单方向
 if (qty < 0) orderside = 'short'
 
 # 调用 osMaxPos 计算符合头寸限制的订单数量
 orderqty <- osMaxPos(data=data,timestamp=timestamp, orderqty=qty,
 ordertype=ordertype, orderside=orderside,
 portfolio=portfolio, symbol=symbol, ruletype=ruletype, 
 ...)
 
 # 在规则信号函数中添加订单
 if (!is.null(orderqty) & !orderqty == 0 & !is.null(orderprice)) {
 addOrder(portfolio=portfolio, symbol=symbol, 
 timestamp=timestamp, qty=orderqty, price=as.numeric(orderprice), 
 ordertype=ordertype, side=orderside, replace=FALSE,
 status="open", ...=...)
 }
 return(0) # 使 ruleSignal 函数不会尝试下单
}
################################################################################

# 为多空方向创建入场和出场规则。两个标的将获得相同的买卖信号，
# 但 osMaxPos 会为第二个标的反转这些信号。
# orderqty 大于头寸限制允许的值。osMaxPos 会将订单数量调整为最大允许值的 1/3。
# （1/3 是因为我们在 PosLimit 中使用了 3 个水平）
pairStrat <- add.rule(strategy=pairStrat, name='ruleSignal', 
 arguments=list(sigcol="cross.dn", sigval=TRUE, 
 orderqty=1e6, ordertype='market', 
 orderside=NULL, osFUN='osSpreadMaxPos'), 
 type='enter') # cross.dn 信号触发入场
pairStrat <- add.rule(strategy=pairStrat, name='ruleSignal', 
 arguments=list(sigcol="cross.up", sigval=TRUE, 
 orderqty=-1e6, ordertype='market', 
 orderside=NULL, osFUN='osSpreadMaxPos'), 
 type='enter') # cross.up 信号触发入场
pairStrat <- add.rule(strategy=pairStrat, name='ruleSignal', 
 arguments=list(sigcol="cross.mid.fb", sigval=TRUE, 
 orderqty='all', ordertype='market', 
 orderside=NULL), 
 type='exit') # cross.mid.fb 信号触发出场
pairStrat <- add.rule(strategy=pairStrat, name='ruleSignal', 
 arguments=list(sigcol="cross.mid.fa", sigval=TRUE, 
 orderqty='all', ordertype='market', 
 orderside=NULL), 
 type='exit') # cross.mid.fa 信号触发出场


# 执行策略回测
out1<-applyStrategy(strategy=pairStrat, portfolios=portfolio1.st)

## [1] "2014-02-04 00:00:00 DIA 500 @ 150.182621296714"
## [1] "2014-03-07 00:00:00 DIA 568 @ 160.616223229789"
## [1] "2014-03-17 00:00:00 DIA 573 @ 158.690860184405"
## [1] "2014-03-25 00:00:00 DIA -1641 @ 159.963991320726"
## [1] "2014-03-31 00:00:00 DIA -574 @ 160.796174254035"
## [1] "2014-04-22 00:00:00 DIA 574 @ 161.4743809578"
## [1] "2014-05-22 00:00:00 DIA 571 @ 162.261848260392"
## [1] "2014-06-02 00:00:00 DIA 572 @ 164.246166224292"
## [1] "2014-06-27 00:00:00 DIA 576 @ 165.51814455118"
## [1] "2014-07-02 00:00:00 DIA 27 @ 166.728744615667"
## [1] "2014-07-15 00:00:00 DIA -1746 @ 167.69330191996"
## [1] "2014-07-21 00:00:00 DIA -583 @ 167.676368799237"
## [1] "2014-07-24 00:00:00 DIA 583 @ 167.932553399241"
## [1] "2014-09-17 00:00:00 DIA -580 @ 169.355777408222"
## [1] "2014-09-24 00:00:00 DIA -584 @ 169.969729387294"
## [1] "2014-10-15 00:00:00 DIA -582 @ 159.57109738308"
## [1] "2014-10-21 00:00:00 DIA 1746 @ 164.043208292008"
## [1] "2014-10-27 00:00:00 DIA 576 @ 166.101170700567"
## [1] "2014-11-05 00:00:00 DIA -576 @ 172.700494456876"
## [1] "2014-12-03 00:00:00 DIA -586 @ 177.512433609148"
## [1] "2014-12-10 00:00:00 DIA -579 @ 173.872106214788"
## [1] "2014-12-18 00:00:00 DIA 1165 @ 176.351884195197"
## [1] "2015-01-15 00:00:00 DIA -579 @ 172.030741759151"
## [1] "2015-01-21 00:00:00 DIA 579 @ 174.456324855292"
## [1] "2015-01-29 00:00:00 DIA 578 @ 173.013702717688"
## [1] "2015-02-05 00:00:00 DIA -578 @ 177.640012837652"
## [1] "2015-04-21 00:00:00 DIA 583 @ 179.259994506836"
## [1] "2015-04-28 00:00:00 DIA 583 @ 180.839996337891"
## [1] "2014-02-04 00:00:00 SPY -500 @ 171.264049909226"
## [1] "2014-03-07 00:00:00 SPY -500 @ 183.831285747939"
## [1] "2014-03-17 00:00:00 SPY -500 @ 181.946695046646"
## [1] "2014-03-25 00:00:00 SPY 1500 @ 182.730103228311"
## [1] "2014-03-31 00:00:00 SPY 500 @ 183.416649931591"
## [1] "2014-04-22 00:00:00 SPY -500 @ 184.279745767482"
## [1] "2014-05-22 00:00:00 SPY -500 @ 185.94707775133"
## [1] "2014-06-02 00:00:00 SPY -500 @ 189.193474635518"
## [1] "2014-06-27 00:00:00 SPY -500 @ 192.977678507185"
## [1] "2014-07-15 00:00:00 SPY 1500 @ 194.367200918673"
## [1] "2014-07-21 00:00:00 SPY 500 @ 194.475604869373"
## [1] "2014-07-24 00:00:00 SPY -500 @ 195.766587803966"
## [1] "2014-09-17 00:00:00 SPY 500 @ 197.83611230376"
## [1] "2014-09-24 00:00:00 SPY 500 @ 197.582667853886"
## [1] "2014-10-15 00:00:00 SPY 500 @ 184.582760931563"
## [1] "2014-10-21 00:00:00 SPY -1500 @ 192.147074898032"
## [1] "2014-10-27 00:00:00 SPY -500 @ 194.216362617501"
## [1] "2014-11-05 00:00:00 SPY 500 @ 200.335121161983"
## [1] "2014-12-03 00:00:00 SPY 500 @ 205.830132301385"
## [1] "2014-12-10 00:00:00 SPY 500 @ 201.147003486903"
## [1] "2014-12-18 00:00:00 SPY -1000 @ 204.731130073504"
## [1] "2015-01-15 00:00:00 SPY 500 @ 198.135576473045"
## [1] "2015-01-21 00:00:00 SPY -500 @ 202.177531751319"
## [1] "2015-01-29 00:00:00 SPY -500 @ 201.092379263502"
## [1] "2015-02-05 00:00:00 SPY 500 @ 205.204015568481"
## [1] "2015-04-21 00:00:00 SPY -500 @ 209.600006103516"
## [1] "2015-04-28 00:00:00 SPY -500 @ 211.440002441406"

# 更新组合和账户数据
updatePortf(Portfolio=portfolio1.st,
 Dates=paste("::", as.Date(Sys.time()), sep=''))

## Warning in .updatePosPL(Portfolio = pname, Symbol = as.character(symbol), :
## Could not parse ::2025-07-13 as ISO8601 string, or one/bothends of the range
## were outside the available prices: 2014-01-02/2015-04-30. Using all data
## instead.
## Warning in .updatePosPL(Portfolio = pname, Symbol = as.character(symbol), :
## Could not parse ::2025-07-13 as ISO8601 string, or one/bothends of the range
## were outside the available prices: 2014-01-02/2015-04-30. Using all data
## instead.

## [1] "pair1"

updateAcct(account.st, Dates=paste(startDate, endDate, sep="::"))

## [1] "pairs"

updateEndEq(account.st, Dates=paste(startDate, endDate, sep="::"))

## [1] "pairs"

getEndEq(account.st, Sys.time()) # 查看最终权益

## [1] 103576.8

# 绘制持仓图表
# dev.new()
chart.Posn(Portfolio=portfolio1.st, Symbol=symb1) # 股票 1 的持仓图

# dev.new()
chart.Posn(Portfolio=portfolio1.st, Symbol=symb2) # 股票 2 的持仓图

# dev.new()
chartSeries(Cl(get(symb1))/Cl(get(symb2)), TA="addBBands(n=N,sd=SD)") # 比率与布林带图

# 绩效分析
ret1 <- PortfReturns(account.st) # 组合收益
ret1$total <- rowSums(ret1) # 总收益

# 绘制绩效摘要
if("package:PerformanceAnalytics" %in% search() || 
 require("PerformanceAnalytics",quietly=TRUE)) {
 # dev.new()
 charts.PerformanceSummary(ret1$total, geometric=FALSE, wealth.index=TRUE) # 收益摘要图
}

策略实现的核心思路

这段代码的核心是通过量化手段实现配对交易的均值回归逻辑，具体可分为以下几个关键环节：

首先是数据预处理。配对交易对数据同步性要求极高，因此代码通过alignSymbols函数对齐两只股票的时间戳，删除存在数据缺失的时间点，确保价格比率的计算基于完整的共同数据。这种预处理是后续指标准确性的基础，避免因数据不同步导致的错误信号。

其次是指标与信号体系。策略的核心指标是两只股票的价格比率（由calcRatio函数计算），并通过布林带（BBands）分析该比率的波动特征。布林带由中轨（20 日移动平均线）和上下轨（中轨 ±2 倍标准差）构成，反映比率的正常波动区间。当比率从下方突破下轨（cross.dn信号）时，认为两只股票的价格偏离过大且即将回归，此时买入第一只股票、卖出第二只；当比率从上方向下突破上轨（cross.up信号）时，则反向操作；当比率回归至中轨时（cross.mid信号），平仓获利。这种基于统计偏离的信号逻辑，是均值回归策略的典型应用。

再者是头寸管理与订单规模控制。代码通过addPosLimits设置了最大头寸（MaxPos）和建仓层级（lvls），允许分 3 步建仓，避免单次入场风险过高。更关键的是自定义的osSpreadMaxPos函数，它根据两只股票的对冲比率动态调整订单数量，确保多空头寸的风险对冲平衡 —— 第一只股票的头寸为MaxPos/lvls，第二只则为其相反数乘以价格比率，使整体组合对市场系统性风险的暴露最小化。这种精细化的头寸控制，是配对交易实现风险对冲的核心。

最后是回测与绩效评估。代码通过applyStrategy执行回测，更新组合和账户数据后，利用chart.Posn展示两只股票的持仓变化，通过charts.PerformanceSummary分析策略的收益曲线、最大回撤等关键指标，全面评估策略效果。策略的意义与价值

这段代码的意义不仅在于实现了一个可运行的配对交易策略，更展示了如何在 quantstrat 框架下扩展自定义功能：通过addPosLimits灵活设置头寸规则，借助osFUN传递自定义订单规模函数，为复杂策略的实现提供了范例。对于量化研究者而言，它演示了均值回归思想在配对交易中的具体应用 —— 通过价格比率的统计特征捕捉套利机会，同时通过多空对冲控制风险。

此外，代码也为策略优化提供了方向：例如调整布林带的周期（N）和标准差倍数（SD）以适应不同市场环境，或修改osSpreadMaxPos函数优化头寸调整逻辑。这种模块化的实现方式，使得策略易于维护和扩展，为量化交易的实践提供了有价值的参考。

基于 RSI 指标的双向交易策略：实现与回测分析

Sun, 15 Mar 2015 00:00:00 +0000

在量化交易领域，相对强弱指数（RSI）作为一种经典的技术指标，常被用于识别市场的超买与超卖状态，为交易决策提供参考。

本文所解析的 R 语言代码，便围绕 RSI 指标构建了一套完整的双向交易策略，并通过系统化的回测流程，验证其在多个行业 ETF 上的表现。

该策略的核心设计思路，是利用 RSI 指标的阈值穿越信号触发交易动作。

首先，代码通过 TTR 包中的 RSI 函数计算价格数据的相对强弱指数，默认采用 2 日周期（相较于常用的 14 日周期，更敏感地捕捉短期市场波动）。在此基础上，策略设定了两个关键阈值：当 RSI 上穿 70 时，判定市场进入超买状态，生成做空信号；当 RSI 下穿 30 时，判定市场进入超卖状态，生成做多信号。为避免信号频繁触发，代码通过 “cross=TRUE” 参数确保，只有当 RSI 真正穿越阈值时才产生有效信号。

基于上述信号，策略进一步定义了四套交易规则：RSI 上穿 70 时卖出 1000 股（做空入场），RSI 下穿 30 时平掉全部空头仓位（做空离场）；RSI 下穿 30 时买入 1000 股（做多入场），RSI 上穿 70 时平掉全部多头仓位（做多离场）。

这一设计使得策略既能在市场超买时捕捉下跌机会，也能在超卖时把握反弹可能，实现双向交易的灵活性。

为确保回测的严谨性，代码构建了完整的回测系统。在环境初始化阶段，通过清理旧策略数据、创建新的策略对象与交易环境，避免残留信息干扰结果。数据准备环节则选取了 9 个 SPDR 行业 ETF 作为交易标的，从雅虎财经获取 1998 年以来的历史价格数据，并完成货币单位与合约属性的设置。

风险控制方面，策略为每个品种设定了 ±300 股的持仓限制，既允许做空操作，又通过仓位管控降低过度交易的风险。在策略执行阶段，代码通过 applyStrategy 函数运行回测，记录执行时间以评估效率，并通过 updatePortf 函数实时更新组合数据。

回测完成后，系统提供了多维度的绩效评估与可视化工具：为每个交易品种生成持仓图表，直观展示交易时机与仓位变化；叠加 RSI 指标曲线，便于观察信号与价格走势的关联；计算各品种收益及组合总收益，并借助 PerformanceAnalytics 包生成综合绩效图表，包括累积收益曲线、回撤分析与月度收益分布等，帮助交易者全面了解策略表现。

R 代码如下：

knitr::opts_chunk$set(echo = TRUE, warning = FALSE, cache = TRUE, root.dir = here::here())

# 加载必要包
library(quantstrat)

## Loading required package: quantmod

## Loading required package: xts

## Loading required package: zoo

## 
## Attaching package: 'zoo'

## The following objects are masked from 'package:base':
## 
## as.Date, as.Date.numeric

## Loading required package: TTR

## Registered S3 method overwritten by 'quantmod':
## method from
## as.zoo.data.frame zoo

## Loading required package: blotter

## Loading required package: FinancialInstrument

## Loading required package: PerformanceAnalytics

## 
## Attaching package: 'PerformanceAnalytics'

## The following object is masked from 'package:graphics':
## 
## legend

## Loading required package: foreach

##############################
### 环境初始化部分
##############################
# 清理旧策略环境（防止残留数据干扰）
suppressWarnings(rm("order_book.RSI", pos =.strategy))
suppressWarnings(rm("account.RSI", "portfolio.RSI", pos =.blotter))
suppressWarnings(rm("account.st", "portfolio.st", "stock.str", "stratRSI", "startDate", "initEq",'start_t', 'end_t'))


##############################
### 策略定义部分
##############################
# 创建策略对象
stratRSI <- strategy("RSI")

# 设置RSI参数
n = 2 # RSI指标的周期参数（默认2日，通常建议14日）

# 添加指标：计算RSI值
stratRSI <- add.indicator(
 strategy = stratRSI, 
 name = "RSI", # 使用TTR包的RSI函数
 arguments = list(
 price = quote(getPrice(mktdata)), # 获取收盘价（Cl(mktdata)的简写）
 n = n # RSI计算周期
 ), 
 label = "RSI" # 指标列名
)

# 添加信号：RSI超买超卖信号
# 信号1：RSI上穿70（超卖信号）
stratRSI <- add.signal(
 strategy = stratRSI, 
 name = "sigThreshold", # 阈值型信号函数
 arguments = list(
 threshold = 70, # 阈值
 column = "RSI", # 作用在RSI指标列
 relationship = "gt", # 大于关系（greater than）
 cross = TRUE # 必须穿越阈值（防止持续触发）
 ),
 label = "RSI.gt.70" # 信号列名
)

# 信号2：RSI下穿30（超买信号）
stratRSI <- add.signal(
 strategy = stratRSI, 
 name = "sigThreshold",
 arguments = list(
 threshold = 30, # 阈值
 column = "RSI",
 relationship = "lt", # 小于关系（less than）
 cross = TRUE
 ),
 label = "RSI.lt.30" # 信号列名
)

##############################
### 交易规则定义部分
##############################
# 规则1：做空规则（RSI超卖时进场）
stratRSI <- add.rule(
 strategy = stratRSI, 
 name = 'ruleSignal', # 基于信号的规则
 arguments = list(
 sigcol = "RSI.gt.70", # 触发信号列
 sigval = TRUE, # 信号值为TRUE时触发
 orderqty = -1000, # 卖空1000股（固定手数）
 ordertype ='market', # 市价单
 orderside ='short', # 做空方向
 pricemethod ='market', # 按市场价格成交
 replace = FALSE, # 不替换未成交订单
 osFUN = osMaxPos # 使用最大仓位限制函数
 ), 
 type = 'enter', # 入场规则
 path.dep = TRUE # 路径依赖（考虑仓位变化）
)

# 规则2：平仓空头规则（RSI超买时平仓）
stratRSI <- add.rule(
 strategy = stratRSI,
 name = 'ruleSignal',
 arguments = list(
 sigcol = "RSI.lt.30", 
 sigval = TRUE,
 orderqty = 'all', # 平掉全部仓位
 ordertype ='market',
 orderside ='short', 
 pricemethod ='market',
 replace = FALSE
 ),
 type = 'exit', # 离场规则
 path.dep = TRUE
)

# 规则3：做多规则（RSI超买时进场）
stratRSI <- add.rule(
 strategy = stratRSI, 
 name = 'ruleSignal',
 arguments = list(
 sigcol = "RSI.lt.30",
 sigval = TRUE,
 orderqty = 1000, # 买入1000股
 ordertype ='market',
 orderside = 'long', # 做多方向
 pricemethod ='market',
 replace = FALSE,
 osFUN = osMaxPos
 ), 
 type = 'enter',
 path.dep = TRUE
)

# 规则4：平仓多头规则（RSI超卖时平仓）
stratRSI <- add.rule(
 strategy = stratRSI,
 name = 'ruleSignal',
 arguments = list(
 sigcol = "RSI.gt.70",
 sigval = TRUE,
 orderqty = 'all', # 平掉全部仓位
 ordertype ='market',
 orderside = 'long',
 pricemethod ='market',
 replace = FALSE
 ),
 type = 'exit',
 path.dep = TRUE
)

#add changeable parameters
# add level in/out

# add trailing entry

# add trailing exit?

##############################
### 数据准备与回测初始化
##############################
# 设置货币和交易品种
currency("USD") # 基础货币

## [1] "USD"

currency("EUR") # 其他货币（示例）

## [1] "EUR"

symbols = c("XLF", "XLP", "XLE", "XLY", "XLV", "XLI", "XLB", "XLK", "XLU") # 9个SPDR行业ETF

# 初始化金融工具
for(symbol in symbols){
 stock(symbol, currency = "USD", multiplier = 1) # 定义合约属性
}

# 下载历史数据（雅虎财经源）
getSymbols(
 symbols, 
 src = 'yahoo', 
 index.class = c("POSIXt", "POSIXct"), # 索引类型为时间戳
 from = '1998-01-01' # 数据起始日期
)

## [1] "XLF" "XLP" "XLE" "XLY" "XLV" "XLI" "XLB" "XLK" "XLU"

# 获取下载的对应股票数据
data_for_apply <- get(symbols[1])
# 测试信号:
applySignals(strategy = stratRSI,
 mktdata = applyIndicators(strategy = stratRSI,
 mktdata = data_for_apply
 )
 )

## Warning: object timezone ('UTC') is different from system timezone ('')
## NOTE: set 'options(xts_check_TZ = FALSE)' to disable this warning
## This note is displayed once per session

## XLF.Open XLF.High XLF.Low XLF.Close XLF.Volume XLF.Adjusted
## 1998-12-22 19.05209 19.05209 18.84900 18.93785 55887 11.29712
## 1998-12-23 18.86170 19.21710 18.86170 19.21710 78784 11.46370
## 1998-12-24 19.21710 19.34403 19.15364 19.34403 43824 11.53942
## 1998-12-28 19.33134 19.33134 19.03940 19.09017 51948 11.38799
## 1998-12-29 19.11556 19.29326 18.88708 19.29326 100819 11.50914
## 1998-12-30 19.19171 19.31864 19.09017 19.21710 154614 11.46370
## 1998-12-31 19.21710 19.24249 19.03940 19.03940 65366 11.35769
## 1999-01-04 18.81093 19.35672 18.81093 19.03940 250632 11.35769
## 1999-01-05 18.96324 19.24249 18.96324 19.21710 47763 11.46370
## 1999-01-06 19.57250 19.85175 19.44557 19.82636 129871 11.82715
## ... 
## 2025-06-27 51.75000 52.23000 51.70000 51.94000 38954100 51.94000
## 2025-06-30 52.18000 52.44000 52.14000 52.37000 42472900 52.37000
## 2025-07-01 52.24000 52.77000 52.21000 52.66000 33844800 52.66000
## 2025-07-02 52.75000 52.76000 52.34000 52.62000 40791100 52.62000
## 2025-07-03 52.75000 53.27000 52.70000 53.19000 25904800 53.19000
## 2025-07-07 53.13000 53.25000 52.42000 52.68000 34049000 52.68000
## 2025-07-08 52.56000 52.60000 52.18000 52.21000 53715000 52.21000
## 2025-07-09 52.48000 52.50000 52.14000 52.40000 36634900 52.40000
## 2025-07-10 52.28000 52.76000 52.28000 52.71000 27992600 52.71000
## 2025-07-11 52.36000 52.41000 52.08000 52.16000 30289100 52.16000
## rsi.RSI RSI.gt.70 RSI.lt.30
## 1998-12-22 NA NA NA
## 1998-12-23 NA NA NA
## 1998-12-24 100.00000 NA NA
## 1998-12-28 44.44463 0 0
## 1998-12-29 70.58839 1 0
## 1998-12-30 52.17383 0 0
## 1998-12-31 23.52933 0 1
## 1999-01-04 23.52933 0 0
## 1999-01-05 76.07362 1 0
## 1999-01-06 95.81094 0 0
## ... 
## 2025-06-27 90.88419 0 0
## 2025-06-30 96.57501 0 0
## 2025-07-01 98.14067 0 0
## 2025-07-02 87.15041 0 0
## 2025-07-03 96.93436 0 0
## 2025-07-07 41.02973 0 0
## 2025-07-08 19.88845 0 1
## 2025-07-09 43.44814 0 0
## 2025-07-10 71.14156 1 0
## 2025-07-11 25.98632 0 1

##############################
### 回测引擎配置
##############################
startDate = '1997-12-31' # 回测开始日期
initEq = 100000 # 初始资金10万美元
port.st = 'RSI' # 组合名称

# 初始化投资组合
initPortf(port.st, symbols = symbols) # 创建组合对象

## [1] "RSI"

initAcct(port.st, portfolios = port.st, initEq = initEq) # 创建账户

## [1] "RSI"

initOrders(portfolio = port.st) # 初始化订单簿

# 设置仓位限制（风控规则）
for(symbol in symbols){
 addPosLimit(
 port.st, 
 symbol, 
 startDate, 
 maxpos = 300, # 单品种最大持仓量
 minpos = -300 # 允许做空
 )
}

print("setup completed") # 完成初始化提示

## [1] "setup completed"

##############################
### 执行策略回测
##############################
# 应用策略生成交易信号
# 应用策略生成交易信号
start_t <- Sys.time()
out <- try(applyStrategy(
 strategy = stratRSI,
 portfolios = port.st,
 parameters = list(n = 2) # 传递参数（此处可优化为参数扫描）
))

## [1] "1998-12-30 00:00:00 XLB -300 @ 21.671875"
## [1] "1999-01-13 00:00:00 XLB 300 @ 22.125"
## [1] "1999-01-13 00:00:00 XLB 300 @ 22.125"
## [1] "1999-02-02 00:00:00 XLB -300 @ 21.296875"
## [1] "1999-02-02 00:00:00 XLB -300 @ 21.296875"
## [1] "1999-02-10 00:00:00 XLB 300 @ 21.75"
## [1] "1999-02-10 00:00:00 XLB 300 @ 21.75"
## [1] "1999-02-22 00:00:00 XLB -300 @ 21.6875"
## [1] "1999-02-22 00:00:00 XLB -300 @ 21.6875"
## [1] "1999-03-02 00:00:00 XLB 300 @ 21"
## [1] "1999-03-02 00:00:00 XLB 300 @ 21"
## [1] "1999-03-08 00:00:00 XLB -300 @ 21.765625"
## [1] "1999-03-08 00:00:00 XLB -300 @ 21.765625"
## [1] "1999-03-18 00:00:00 XLB 300 @ 22.375"
## [1] "1999-03-18 00:00:00 XLB 300 @ 22.375"
## [1] "1999-03-19 00:00:00 XLB -300 @ 22.328125"
## [1] "1999-03-19 00:00:00 XLB -300 @ 22.328125"
## [1] "1999-03-24 00:00:00 XLB 300 @ 21.84375"
## [1] "1999-03-24 00:00:00 XLB 300 @ 21.84375"
## [1] "1999-03-30 00:00:00 XLB -300 @ 22.0625"
## [1] "1999-03-30 00:00:00 XLB -300 @ 22.0625"
## [1] "1999-04-01 00:00:00 XLB 300 @ 22"
## [1] "1999-04-01 00:00:00 XLB 300 @ 22"
## [1] "1999-04-06 00:00:00 XLB -300 @ 21.875"
## [1] "1999-04-06 00:00:00 XLB -300 @ 21.875"
## [1] "1999-04-23 00:00:00 XLB 300 @ 25.625"
## [1] "1999-04-23 00:00:00 XLB 300 @ 25.625"
## [1] "1999-04-28 00:00:00 XLB -300 @ 27.25"
## [1] "1999-04-28 00:00:00 XLB -300 @ 27.25"
## [1] "1999-05-13 00:00:00 XLB 300 @ 27.1875"
## [1] "1999-05-13 00:00:00 XLB 300 @ 27.1875"
## [1] "1999-06-02 00:00:00 XLB -300 @ 25.6875"
## [1] "1999-06-02 00:00:00 XLB -300 @ 25.6875"
## [1] "1999-06-10 00:00:00 XLB 300 @ 26.1875"
## [1] "1999-06-10 00:00:00 XLB 300 @ 26.1875"
## [1] "1999-06-15 00:00:00 XLB -300 @ 26.8125"
## [1] "1999-06-15 00:00:00 XLB -300 @ 26.8125"
## [1] "1999-06-22 00:00:00 XLB 300 @ 26"
## [1] "1999-06-22 00:00:00 XLB 300 @ 26"
## [1] "1999-06-29 00:00:00 XLB -300 @ 26.015625"
## [1] "1999-06-29 00:00:00 XLB -300 @ 26.015625"
## [1] "1999-07-09 00:00:00 XLB 300 @ 26.734375"
## [1] "1999-07-09 00:00:00 XLB 300 @ 26.734375"
## [1] "1999-07-12 00:00:00 XLB -300 @ 26.5625"
## [1] "1999-07-12 00:00:00 XLB -300 @ 26.5625"
## [1] "1999-07-15 00:00:00 XLB 300 @ 26"
## [1] "1999-07-15 00:00:00 XLB 300 @ 26"
## [1] "1999-07-29 00:00:00 XLB -300 @ 25.6875"
## [1] "1999-07-29 00:00:00 XLB -300 @ 25.6875"
## [1] "1999-07-30 00:00:00 XLB 300 @ 25.703125"
## [1] "1999-07-30 00:00:00 XLB 300 @ 25.703125"
## [1] "1999-08-05 00:00:00 XLB -300 @ 26.578125"
## [1] "1999-08-05 00:00:00 XLB -300 @ 26.578125"
## [1] "1999-08-10 00:00:00 XLB 300 @ 25.84375"
## [1] "1999-08-10 00:00:00 XLB 300 @ 25.84375"
## [1] "1999-08-12 00:00:00 XLB -300 @ 26.734375"
## [1] "1999-08-12 00:00:00 XLB -300 @ 26.734375"
## [1] "1999-08-17 00:00:00 XLB 300 @ 26.65625"
## [1] "1999-08-17 00:00:00 XLB 300 @ 26.65625"
## [1] "1999-08-23 00:00:00 XLB -300 @ 26.6875"
## [1] "1999-08-23 00:00:00 XLB -300 @ 26.6875"
## [1] "1999-08-26 00:00:00 XLB 300 @ 25.640625"
## [1] "1999-08-26 00:00:00 XLB 300 @ 25.640625"
## [1] "1999-09-07 00:00:00 XLB -300 @ 24.8125"
## [1] "1999-09-07 00:00:00 XLB -300 @ 24.8125"
## [1] "1999-09-16 00:00:00 XLB 300 @ 24.125"
## [1] "1999-09-16 00:00:00 XLB 300 @ 24.125"
## [1] "1999-10-01 00:00:00 XLB -300 @ 23.8125"
## [1] "1999-10-01 00:00:00 XLB -300 @ 23.8125"
## [1] "1999-10-13 00:00:00 XLB 300 @ 23.703125"
## [1] "1999-10-13 00:00:00 XLB 300 @ 23.703125"
## [1] "1999-10-22 00:00:00 XLB -300 @ 24.0625"
## [1] "1999-10-22 00:00:00 XLB -300 @ 24.0625"
## [1] "1999-10-27 00:00:00 XLB 300 @ 23.65625"
## [1] "1999-10-27 00:00:00 XLB 300 @ 23.65625"
## [1] "1999-11-01 00:00:00 XLB -300 @ 24.03125"
## [1] "1999-11-01 00:00:00 XLB -300 @ 24.03125"
## [1] "1999-11-09 00:00:00 XLB 300 @ 24.34375"
## [1] "1999-11-09 00:00:00 XLB 300 @ 24.34375"
## [1] "1999-11-16 00:00:00 XLB -300 @ 25.0625"
## [1] "1999-11-16 00:00:00 XLB -300 @ 25.0625"
## [1] "1999-11-22 00:00:00 XLB 300 @ 24.421875"
## [1] "1999-11-22 00:00:00 XLB 300 @ 24.421875"
## [1] "1999-12-03 00:00:00 XLB -300 @ 24.640625"
## [1] "1999-12-03 00:00:00 XLB -300 @ 24.640625"
## [1] "1999-12-08 00:00:00 XLB 300 @ 24.578125"
## [1] "1999-12-08 00:00:00 XLB 300 @ 24.578125"
## [1] "1999-12-13 00:00:00 XLB -300 @ 24.8125"
## [1] "1999-12-13 00:00:00 XLB -300 @ 24.8125"
## [1] "1999-12-21 00:00:00 XLB 300 @ 25"
## [1] "1999-12-21 00:00:00 XLB 300 @ 25"
## [1] "1999-12-27 00:00:00 XLB -300 @ 25.5"
## [1] "1999-12-27 00:00:00 XLB -300 @ 25.5"
## [1] "2000-01-05 00:00:00 XLB 300 @ 26.78125"
## [1] "2000-01-05 00:00:00 XLB 300 @ 26.78125"
## [1] "2000-01-06 00:00:00 XLB -300 @ 27.46875"
## [1] "2000-01-06 00:00:00 XLB -300 @ 27.46875"
## [1] "2000-01-12 00:00:00 XLB 300 @ 26.640625"
## [1] "2000-01-12 00:00:00 XLB 300 @ 26.640625"
## [1] "2000-02-03 00:00:00 XLB -300 @ 23.453125"
## [1] "2000-02-03 00:00:00 XLB -300 @ 23.453125"
## [1] "2000-02-04 00:00:00 XLB 300 @ 23.421875"
## [1] "2000-02-04 00:00:00 XLB 300 @ 23.421875"
## [1] "2000-02-16 00:00:00 XLB -300 @ 22.5"
## [1] "2000-02-16 00:00:00 XLB -300 @ 22.5"
## [1] "2000-02-22 00:00:00 XLB 300 @ 22.453125"
## [1] "2000-02-22 00:00:00 XLB 300 @ 22.453125"
## [1] "2000-03-14 00:00:00 XLB -300 @ 20.328125"
## [1] "2000-03-14 00:00:00 XLB -300 @ 20.328125"
## [1] "2000-03-29 00:00:00 XLB 300 @ 22.453125"
## [1] "2000-03-29 00:00:00 XLB 300 @ 22.453125"
## [1] "2000-03-31 00:00:00 XLB -300 @ 23.046875"
## [1] "2000-03-31 00:00:00 XLB -300 @ 23.046875"
## [1] "2000-04-07 00:00:00 XLB 300 @ 22.875"
## [1] "2000-04-07 00:00:00 XLB 300 @ 22.875"
## [1] "2000-04-12 00:00:00 XLB -300 @ 24.625"
## [1] "2000-04-12 00:00:00 XLB -300 @ 24.625"
## [1] "2000-04-17 00:00:00 XLB 300 @ 22.65625"
## [1] "2000-04-17 00:00:00 XLB 300 @ 22.65625"
## [1] "2000-05-03 00:00:00 XLB -300 @ 22.5625"
## [1] "2000-05-03 00:00:00 XLB -300 @ 22.5625"
## [1] "2000-05-19 00:00:00 XLB 300 @ 23.25"
## [1] "2000-05-19 00:00:00 XLB 300 @ 23.25"
## [1] "2000-06-05 00:00:00 XLB -300 @ 21.8125"
## [1] "2000-06-05 00:00:00 XLB -300 @ 21.8125"
## [1] "2000-06-08 00:00:00 XLB 300 @ 21.34375"
## [1] "2000-06-08 00:00:00 XLB 300 @ 21.34375"
## [1] "2000-06-28 00:00:00 XLB -300 @ 20.515625"
## [1] "2000-06-28 00:00:00 XLB -300 @ 20.515625"
## [1] "2000-07-03 00:00:00 XLB 300 @ 20.1875"
## [1] "2000-07-03 00:00:00 XLB 300 @ 20.1875"
## [1] "2000-07-12 00:00:00 XLB -300 @ 20.890625"
## [1] "2000-07-12 00:00:00 XLB -300 @ 20.890625"
## [1] "2000-07-18 00:00:00 XLB 300 @ 20.0625"
## [1] "2000-07-18 00:00:00 XLB 300 @ 20.0625"
## [1] "2000-08-03 00:00:00 XLB -300 @ 20.171875"
## [1] "2000-08-03 00:00:00 XLB -300 @ 20.171875"
## [1] "2000-08-21 00:00:00 XLB 300 @ 20.6875"
## [1] "2000-08-21 00:00:00 XLB 300 @ 20.6875"
## [1] "2000-09-01 00:00:00 XLB -300 @ 20.0625"
## [1] "2000-09-01 00:00:00 XLB -300 @ 20.0625"
## [1] "2000-09-08 00:00:00 XLB 300 @ 19.46875"
## [1] "2000-09-08 00:00:00 XLB 300 @ 19.46875"
## [1] "2000-09-29 00:00:00 XLB -300 @ 18.171875"
## [1] "2000-09-29 00:00:00 XLB -300 @ 18.171875"
## [1] "2000-10-12 00:00:00 XLB 300 @ 17.875"
## [1] "2000-10-12 00:00:00 XLB 300 @ 17.875"
## [1] "2000-10-25 00:00:00 XLB -300 @ 17.9375"
## [1] "2000-10-25 00:00:00 XLB -300 @ 17.9375"
## [1] "2000-11-13 00:00:00 XLB 300 @ 19.484375"
## [1] "2000-11-13 00:00:00 XLB 300 @ 19.484375"
## [1] "2000-11-16 00:00:00 XLB -300 @ 19.15625"
## [1] "2000-11-16 00:00:00 XLB -300 @ 19.15625"
## [1] "2000-11-17 00:00:00 XLB 300 @ 19.140625"
## [1] "2000-11-17 00:00:00 XLB 300 @ 19.140625"
## [1] "2000-11-27 00:00:00 XLB -300 @ 19"
## [1] "2000-11-27 00:00:00 XLB -300 @ 19"
## [1] "2000-12-08 00:00:00 XLB 300 @ 20.375"
## [1] "2000-12-08 00:00:00 XLB 300 @ 20.375"
## [1] "2000-12-20 00:00:00 XLB -300 @ 19.609375"
## [1] "2000-12-20 00:00:00 XLB -300 @ 19.609375"
## [1] "2000-12-21 00:00:00 XLB 300 @ 20.3125"
## [1] "2000-12-21 00:00:00 XLB 300 @ 20.3125"
## [1] "2000-12-26 00:00:00 XLB -300 @ 21.296875"
## [1] "2000-12-26 00:00:00 XLB -300 @ 21.296875"
## [1] "2001-01-03 00:00:00 XLB 300 @ 21.125"
## [1] "2001-01-03 00:00:00 XLB 300 @ 21.125"
## [1] "2001-01-05 00:00:00 XLB -300 @ 21.375"
## [1] "2001-01-05 00:00:00 XLB -300 @ 21.375"
## [1] "2001-01-10 00:00:00 XLB 300 @ 20.75"
## [1] "2001-01-10 00:00:00 XLB 300 @ 20.75"
## [1] "2001-01-26 00:00:00 XLB -300 @ 19.953125"
## [1] "2001-01-26 00:00:00 XLB -300 @ 19.953125"
## [1] "2001-02-09 00:00:00 XLB 300 @ 20.6000003814697"
## [1] "2001-02-09 00:00:00 XLB 300 @ 20.6000003814697"
## [1] "2001-02-16 00:00:00 XLB -300 @ 20.6200008392334"
## [1] "2001-02-16 00:00:00 XLB -300 @ 20.6200008392334"
## [1] "2001-02-22 00:00:00 XLB 300 @ 20.3500003814697"
## [1] "2001-02-22 00:00:00 XLB 300 @ 20.3500003814697"
## [1] "2001-02-27 00:00:00 XLB -300 @ 21.0300006866455"
## [1] "2001-02-27 00:00:00 XLB -300 @ 21.0300006866455"
## [1] "2001-03-13 00:00:00 XLB 300 @ 21.4400005340576"
## [1] "2001-03-13 00:00:00 XLB 300 @ 21.4400005340576"
## [1] "2001-03-28 00:00:00 XLB -300 @ 20.3899993896484"
## [1] "2001-03-28 00:00:00 XLB -300 @ 20.3899993896484"
## [1] "2001-04-02 00:00:00 XLB 300 @ 20.0799999237061"
## [1] "2001-04-02 00:00:00 XLB 300 @ 20.0799999237061"
## [1] "2001-04-06 00:00:00 XLB -300 @ 20.4699993133545"
## [1] "2001-04-06 00:00:00 XLB -300 @ 20.4699993133545"
## [1] "2001-04-24 00:00:00 XLB 300 @ 21.7800006866455"
## [1] "2001-04-24 00:00:00 XLB 300 @ 21.7800006866455"
## [1] "2001-04-27 00:00:00 XLB -300 @ 22.4200000762939"
## [1] "2001-04-27 00:00:00 XLB -300 @ 22.4200000762939"
## [1] "2001-05-24 00:00:00 XLB 300 @ 23.0599994659424"
## [1] "2001-05-24 00:00:00 XLB 300 @ 23.0599994659424"
## [1] "2001-06-05 00:00:00 XLB -300 @ 23.6700000762939"
## [1] "2001-06-05 00:00:00 XLB -300 @ 23.6700000762939"
## [1] "2001-06-12 00:00:00 XLB 300 @ 22.8999996185303"
## [1] "2001-06-12 00:00:00 XLB 300 @ 22.8999996185303"
## [1] "2001-06-28 00:00:00 XLB -300 @ 21.9699993133545"
## [1] "2001-06-28 00:00:00 XLB -300 @ 21.9699993133545"
## [1] "2001-07-09 00:00:00 XLB 300 @ 22.0699996948242"
## [1] "2001-07-09 00:00:00 XLB 300 @ 22.0699996948242"
## [1] "2001-07-13 00:00:00 XLB -300 @ 22.3899993896484"
## [1] "2001-07-13 00:00:00 XLB -300 @ 22.3899993896484"
## [1] "2001-07-17 00:00:00 XLB 300 @ 21.9400005340576"
## [1] "2001-07-17 00:00:00 XLB 300 @ 21.9400005340576"
## [1] "2001-07-19 00:00:00 XLB -300 @ 22.5300006866455"
## [1] "2001-07-19 00:00:00 XLB -300 @ 22.5300006866455"
## [1] "2001-07-24 00:00:00 XLB 300 @ 21.2800006866455"
## [1] "2001-07-24 00:00:00 XLB 300 @ 21.2800006866455"
## [1] "2001-08-01 00:00:00 XLB -300 @ 21.8999996185303"
## [1] "2001-08-01 00:00:00 XLB -300 @ 21.8999996185303"
## [1] "2001-08-06 00:00:00 XLB 300 @ 21.7299995422363"
## [1] "2001-08-06 00:00:00 XLB 300 @ 21.7299995422363"
## [1] "2001-08-13 00:00:00 XLB -300 @ 21.7999992370605"
## [1] "2001-08-13 00:00:00 XLB -300 @ 21.7999992370605"
## [1] "2001-08-17 00:00:00 XLB 300 @ 21.7099990844727"
## [1] "2001-08-17 00:00:00 XLB 300 @ 21.7099990844727"
## [1] "2001-08-22 00:00:00 XLB -300 @ 21.7800006866455"
## [1] "2001-08-22 00:00:00 XLB -300 @ 21.7800006866455"
## [1] "2001-08-30 00:00:00 XLB 300 @ 21.7199993133545"
## [1] "2001-08-30 00:00:00 XLB 300 @ 21.7199993133545"
## [1] "2001-09-06 00:00:00 XLB -300 @ 21.6399993896484"
## [1] "2001-09-06 00:00:00 XLB -300 @ 21.6399993896484"
## [1] "2001-09-07 00:00:00 XLB 300 @ 20.9599990844727"
## [1] "2001-09-07 00:00:00 XLB 300 @ 20.9599990844727"
## [1] "2001-09-28 00:00:00 XLB -300 @ 19.2000007629395"
## [1] "2001-09-28 00:00:00 XLB -300 @ 19.2000007629395"
## [1] "2001-10-18 00:00:00 XLB 300 @ 19.9599990844727"
## [1] "2001-10-18 00:00:00 XLB 300 @ 19.9599990844727"
## [1] "2001-10-23 00:00:00 XLB -300 @ 20.4300003051758"
## [1] "2001-10-23 00:00:00 XLB -300 @ 20.4300003051758"
## [1] "2001-10-30 00:00:00 XLB 300 @ 20.0300006866455"
## [1] "2001-10-30 00:00:00 XLB 300 @ 20.0300006866455"
## [1] "2001-11-05 00:00:00 XLB -300 @ 20.5400009155273"
## [1] "2001-11-05 00:00:00 XLB -300 @ 20.5400009155273"
## [1] "2001-11-13 00:00:00 XLB 300 @ 21.3099994659424"
## [1] "2001-11-13 00:00:00 XLB 300 @ 21.3099994659424"
## [1] "2001-11-14 00:00:00 XLB -300 @ 21.6599998474121"
## [1] "2001-11-14 00:00:00 XLB -300 @ 21.6599998474121"
## [1] "2001-12-04 00:00:00 XLB 300 @ 22.1000003814697"
## [1] "2001-12-04 00:00:00 XLB 300 @ 22.1000003814697"
## [1] "2001-12-06 00:00:00 XLB -300 @ 22.6499996185303"
## [1] "2001-12-06 00:00:00 XLB -300 @ 22.6499996185303"
## [1] "2001-12-10 00:00:00 XLB 300 @ 21.7900009155273"
## [1] "2001-12-10 00:00:00 XLB 300 @ 21.7900009155273"
## [1] "2001-12-19 00:00:00 XLB -300 @ 21.8400001525879"
## [1] "2001-12-19 00:00:00 XLB -300 @ 21.8400001525879"
## [1] "2001-12-24 00:00:00 XLB 300 @ 21.4699993133545"
## [1] "2001-12-24 00:00:00 XLB 300 @ 21.4699993133545"
## [1] "2001-12-31 00:00:00 XLB -300 @ 21.4200000762939"
## [1] "2001-12-31 00:00:00 XLB -300 @ 21.4200000762939"
## [1] "2002-01-10 00:00:00 XLB 300 @ 21.5100002288818"
## [1] "2002-01-10 00:00:00 XLB 300 @ 21.5100002288818"
## [1] "2002-01-24 00:00:00 XLB -300 @ 20.9699993133545"
## [1] "2002-01-24 00:00:00 XLB -300 @ 20.9699993133545"
## [1] "2002-02-06 00:00:00 XLB 300 @ 21.3999996185303"
## [1] "2002-02-06 00:00:00 XLB 300 @ 21.3999996185303"
## [1] "2002-02-11 00:00:00 XLB -300 @ 22.3700008392334"
## [1] "2002-02-11 00:00:00 XLB -300 @ 22.3700008392334"
## [1] "2002-02-20 00:00:00 XLB 300 @ 22.3899993896484"
## [1] "2002-02-20 00:00:00 XLB 300 @ 22.3899993896484"
## [1] "2002-02-22 00:00:00 XLB -300 @ 22.7999992370605"
## [1] "2002-02-22 00:00:00 XLB -300 @ 22.7999992370605"
## [1] "2002-03-14 00:00:00 XLB 300 @ 23.5699996948242"
## [1] "2002-03-14 00:00:00 XLB 300 @ 23.5699996948242"
## [1] "2002-03-18 00:00:00 XLB -300 @ 23.7999992370605"
## [1] "2002-03-18 00:00:00 XLB -300 @ 23.7999992370605"
## [1] "2002-03-22 00:00:00 XLB 300 @ 23.3299999237061"
## [1] "2002-03-22 00:00:00 XLB 300 @ 23.3299999237061"
## [1] "2002-03-28 00:00:00 XLB -300 @ 23.7099990844727"
## [1] "2002-03-28 00:00:00 XLB -300 @ 23.7099990844727"
## [1] "2002-04-03 00:00:00 XLB 300 @ 23.1499996185303"
## [1] "2002-04-03 00:00:00 XLB 300 @ 23.1499996185303"
## [1] "2002-04-11 00:00:00 XLB -300 @ 23.4799995422363"
## [1] "2002-04-11 00:00:00 XLB -300 @ 23.4799995422363"
## [1] "2002-04-16 00:00:00 XLB 300 @ 23.7099990844727"
## [1] "2002-04-16 00:00:00 XLB 300 @ 23.7099990844727"
## [1] "2002-04-17 00:00:00 XLB -300 @ 23.8199996948242"
## [1] "2002-04-17 00:00:00 XLB -300 @ 23.8199996948242"
## [1] "2002-04-23 00:00:00 XLB 300 @ 22.7299995422363"
## [1] "2002-04-23 00:00:00 XLB 300 @ 22.7299995422363"
## [1] "2002-05-03 00:00:00 XLB -300 @ 23.2600002288818"
## [1] "2002-05-03 00:00:00 XLB -300 @ 23.2600002288818"
## [1] "2002-05-22 00:00:00 XLB 300 @ 24.0300006866455"
## [1] "2002-05-22 00:00:00 XLB 300 @ 24.0300006866455"
## [1] "2002-05-24 00:00:00 XLB -300 @ 24.0900001525879"
## [1] "2002-05-24 00:00:00 XLB -300 @ 24.0900001525879"
## [1] "2002-05-29 00:00:00 XLB 300 @ 23.7900009155273"
## [1] "2002-05-29 00:00:00 XLB 300 @ 23.7900009155273"
## [1] "2002-06-18 00:00:00 XLB -300 @ 23.1000003814697"
## [1] "2002-06-18 00:00:00 XLB -300 @ 23.1000003814697"
## [1] "2002-06-24 00:00:00 XLB 300 @ 22.6900005340576"
## [1] "2002-06-24 00:00:00 XLB 300 @ 22.6900005340576"
## [1] "2002-07-01 00:00:00 XLB -300 @ 23.0499992370605"
## [1] "2002-07-01 00:00:00 XLB -300 @ 23.0499992370605"
## [1] "2002-07-03 00:00:00 XLB 300 @ 22.3700008392334"
## [1] "2002-07-03 00:00:00 XLB 300 @ 22.3700008392334"
## [1] "2002-07-08 00:00:00 XLB -300 @ 23"
## [1] "2002-07-08 00:00:00 XLB -300 @ 23"
## [1] "2002-07-11 00:00:00 XLB 300 @ 21.7600002288818"
## [1] "2002-07-11 00:00:00 XLB 300 @ 21.7600002288818"
## [1] "2002-07-25 00:00:00 XLB -300 @ 20.2199993133545"
## [1] "2002-07-25 00:00:00 XLB -300 @ 20.2199993133545"
## [1] "2002-08-05 00:00:00 XLB 300 @ 18.8999996185303"
## [1] "2002-08-05 00:00:00 XLB 300 @ 18.8999996185303"
## [1] "2002-08-08 00:00:00 XLB -300 @ 20.6000003814697"
## [1] "2002-08-08 00:00:00 XLB -300 @ 20.6000003814697"
## [1] "2002-08-14 00:00:00 XLB 300 @ 20.6599998474121"
## [1] "2002-08-14 00:00:00 XLB 300 @ 20.6599998474121"
## [1] "2002-08-23 00:00:00 XLB -300 @ 20.5300006866455"
## [1] "2002-08-23 00:00:00 XLB -300 @ 20.5300006866455"
## [1] "2002-08-29 00:00:00 XLB 300 @ 20.2199993133545"
## [1] "2002-08-29 00:00:00 XLB 300 @ 20.2199993133545"
## [1] "2002-09-10 00:00:00 XLB -300 @ 20.1800003051758"
## [1] "2002-09-10 00:00:00 XLB -300 @ 20.1800003051758"
## [1] "2002-09-13 00:00:00 XLB 300 @ 19.7900009155273"
## [1] "2002-09-13 00:00:00 XLB 300 @ 19.7900009155273"
## [1] "2002-10-02 00:00:00 XLB -300 @ 17.9300003051758"
## [1] "2002-10-02 00:00:00 XLB -300 @ 17.9300003051758"
## [1] "2002-10-07 00:00:00 XLB 300 @ 17.0300006866455"
## [1] "2002-10-07 00:00:00 XLB 300 @ 17.0300006866455"
## [1] "2002-10-14 00:00:00 XLB -300 @ 18.0599994659424"
## [1] "2002-10-14 00:00:00 XLB -300 @ 18.0599994659424"
## [1] "2002-10-25 00:00:00 XLB 300 @ 19.0200004577637"
## [1] "2002-10-25 00:00:00 XLB 300 @ 19.0200004577637"
## [1] "2002-11-04 00:00:00 XLB -300 @ 19.0400009155273"
## [1] "2002-11-04 00:00:00 XLB -300 @ 19.0400009155273"
## [1] "2002-11-11 00:00:00 XLB 300 @ 18.4500007629395"
## [1] "2002-11-11 00:00:00 XLB 300 @ 18.4500007629395"
## [1] "2002-11-15 00:00:00 XLB -300 @ 19.2999992370605"
## [1] "2002-11-15 00:00:00 XLB -300 @ 19.2999992370605"
## [1] "2002-12-05 00:00:00 XLB 300 @ 20.0499992370605"
## [1] "2002-12-05 00:00:00 XLB 300 @ 20.0499992370605"
## [1] "2002-12-17 00:00:00 XLB -300 @ 20.2600002288818"
## [1] "2002-12-17 00:00:00 XLB -300 @ 20.2600002288818"
## [1] "2002-12-20 00:00:00 XLB 300 @ 19.9899997711182"
## [1] "2002-12-20 00:00:00 XLB 300 @ 19.9899997711182"
## [1] "2003-01-03 00:00:00 XLB -300 @ 20.25"
## [1] "2003-01-03 00:00:00 XLB -300 @ 20.25"
## [1] "2003-01-09 00:00:00 XLB 300 @ 20.3500003814697"
## [1] "2003-01-09 00:00:00 XLB 300 @ 20.3500003814697"
## [1] "2003-01-13 00:00:00 XLB -300 @ 20.4799995422363"
## [1] "2003-01-13 00:00:00 XLB -300 @ 20.4799995422363"
## [1] "2003-01-16 00:00:00 XLB 300 @ 20.3500003814697"
## [1] "2003-01-16 00:00:00 XLB 300 @ 20.3500003814697"
## [1] "2003-02-19 00:00:00 XLB -300 @ 18.6000003814697"
## [1] "2003-02-19 00:00:00 XLB -300 @ 18.6000003814697"
## [1] "2003-02-21 00:00:00 XLB 300 @ 18.7099990844727"
## [1] "2003-02-21 00:00:00 XLB 300 @ 18.7099990844727"
## [1] "2003-02-24 00:00:00 XLB -300 @ 18.25"
## [1] "2003-02-24 00:00:00 XLB -300 @ 18.25"
## [1] "2003-02-25 00:00:00 XLB 300 @ 18.2099990844727"
## [1] "2003-02-25 00:00:00 XLB 300 @ 18.2099990844727"
## [1] "2003-03-14 00:00:00 XLB -300 @ 18.1200008392334"
## [1] "2003-03-14 00:00:00 XLB -300 @ 18.1200008392334"
## [1] "2003-03-27 00:00:00 XLB 300 @ 18.6399993896484"
## [1] "2003-03-27 00:00:00 XLB 300 @ 18.6399993896484"
## [1] "2003-04-03 00:00:00 XLB -300 @ 18.7700004577637"
## [1] "2003-04-03 00:00:00 XLB -300 @ 18.7700004577637"
## [1] "2003-04-10 00:00:00 XLB 300 @ 18.6499996185303"
## [1] "2003-04-10 00:00:00 XLB 300 @ 18.6499996185303"
## [1] "2003-04-15 00:00:00 XLB -300 @ 19.3099994659424"
## [1] "2003-04-15 00:00:00 XLB -300 @ 19.3099994659424"
## [1] "2003-04-28 00:00:00 XLB 300 @ 19.7700004577637"
## [1] "2003-04-28 00:00:00 XLB 300 @ 19.7700004577637"
## [1] "2003-04-30 00:00:00 XLB -300 @ 20.0400009155273"
## [1] "2003-04-30 00:00:00 XLB -300 @ 20.0400009155273"
## [1] "2003-05-09 00:00:00 XLB 300 @ 20.2700004577637"
## [1] "2003-05-09 00:00:00 XLB 300 @ 20.2700004577637"
## [1] "2003-05-12 00:00:00 XLB -300 @ 20.5599994659424"
## [1] "2003-05-12 00:00:00 XLB -300 @ 20.5599994659424"
## [1] "2003-05-20 00:00:00 XLB 300 @ 19.8899993896484"
## [1] "2003-05-20 00:00:00 XLB 300 @ 19.8899993896484"
## [1] "2003-05-23 00:00:00 XLB -300 @ 20.2199993133545"
## [1] "2003-05-23 00:00:00 XLB -300 @ 20.2199993133545"
## [1] "2003-06-10 00:00:00 XLB 300 @ 21.0200004577637"
## [1] "2003-06-10 00:00:00 XLB 300 @ 21.0200004577637"
## [1] "2003-06-12 00:00:00 XLB -300 @ 21.3999996185303"
## [1] "2003-06-12 00:00:00 XLB -300 @ 21.3999996185303"
## [1] "2003-06-20 00:00:00 XLB 300 @ 21.0900001525879"
## [1] "2003-06-20 00:00:00 XLB 300 @ 21.0900001525879"
## [1] "2003-07-03 00:00:00 XLB -300 @ 20.7900009155273"
## [1] "2003-07-03 00:00:00 XLB -300 @ 20.7900009155273"
## [1] "2003-07-11 00:00:00 XLB 300 @ 20.7399997711182"
## [1] "2003-07-11 00:00:00 XLB 300 @ 20.7399997711182"
## [1] "2003-07-21 00:00:00 XLB -300 @ 20.9200000762939"
## [1] "2003-07-21 00:00:00 XLB -300 @ 20.9200000762939"
## [1] "2003-08-06 00:00:00 XLB 300 @ 21.7299995422363"
## [1] "2003-08-06 00:00:00 XLB 300 @ 21.7299995422363"
## [1] "2003-08-11 00:00:00 XLB -300 @ 22.0799999237061"
## [1] "2003-08-11 00:00:00 XLB -300 @ 22.0799999237061"
## [1] "2003-08-25 00:00:00 XLB 300 @ 22.6000003814697"
## [1] "2003-08-25 00:00:00 XLB 300 @ 22.6000003814697"
## [1] "2003-08-29 00:00:00 XLB -300 @ 22.9799995422363"
## [1] "2003-08-29 00:00:00 XLB -300 @ 22.9799995422363"
## [1] "2003-09-08 00:00:00 XLB 300 @ 23.1599998474121"
## [1] "2003-09-08 00:00:00 XLB 300 @ 23.1599998474121"
## [1] "2003-09-15 00:00:00 XLB -300 @ 22.9699993133545"
## [1] "2003-09-15 00:00:00 XLB -300 @ 22.9699993133545"
## [1] "2003-09-18 00:00:00 XLB 300 @ 22.9200000762939"
## [1] "2003-09-18 00:00:00 XLB 300 @ 22.9200000762939"
## [1] "2003-10-03 00:00:00 XLB -300 @ 22.6299991607666"
## [1] "2003-10-03 00:00:00 XLB -300 @ 22.6299991607666"
## [1] "2003-10-20 00:00:00 XLB 300 @ 23.1399993896484"
## [1] "2003-10-20 00:00:00 XLB 300 @ 23.1399993896484"
## [1] "2003-10-28 00:00:00 XLB -300 @ 23.2299995422363"
## [1] "2003-10-28 00:00:00 XLB -300 @ 23.2299995422363"
## [1] "2003-11-11 00:00:00 XLB 300 @ 23.5900001525879"
## [1] "2003-11-11 00:00:00 XLB 300 @ 23.5900001525879"
## [1] "2003-11-13 00:00:00 XLB -300 @ 23.9400005340576"
## [1] "2003-11-13 00:00:00 XLB -300 @ 23.9400005340576"
## [1] "2003-11-18 00:00:00 XLB 300 @ 23.5699996948242"
## [1] "2003-11-18 00:00:00 XLB 300 @ 23.5699996948242"
## [1] "2003-11-25 00:00:00 XLB -300 @ 24.1100006103516"
## [1] "2003-11-25 00:00:00 XLB -300 @ 24.1100006103516"
## [1] "2003-12-11 00:00:00 XLB 300 @ 25.6299991607666"
## [1] "2003-12-11 00:00:00 XLB 300 @ 25.6299991607666"
## [1] "2003-12-15 00:00:00 XLB -300 @ 25.8199996948242"
## [1] "2003-12-15 00:00:00 XLB -300 @ 25.8199996948242"
## [1] "2004-01-05 00:00:00 XLB 300 @ 27.1000003814697"
## [1] "2004-01-05 00:00:00 XLB 300 @ 27.1000003814697"
## [1] "2004-01-06 00:00:00 XLB -300 @ 26.8600006103516"
## [1] "2004-01-06 00:00:00 XLB -300 @ 26.8600006103516"
## [1] "2004-01-12 00:00:00 XLB 300 @ 26.5"
## [1] "2004-01-12 00:00:00 XLB 300 @ 26.5"
## [1] "2004-02-06 00:00:00 XLB -300 @ 25.9099998474121"
## [1] "2004-02-06 00:00:00 XLB -300 @ 25.9099998474121"
## [1] "2004-03-04 00:00:00 XLB 300 @ 26.9300003051758"
## [1] "2004-03-04 00:00:00 XLB 300 @ 26.9300003051758"
## [1] "2004-03-18 00:00:00 XLB -300 @ 25.6100006103516"
## [1] "2004-03-18 00:00:00 XLB -300 @ 25.6100006103516"
## [1] "2004-03-23 00:00:00 XLB 300 @ 25.0900001525879"
## [1] "2004-03-23 00:00:00 XLB 300 @ 25.0900001525879"
## [1] "2004-03-26 00:00:00 XLB -300 @ 25.7000007629395"
## [1] "2004-03-26 00:00:00 XLB -300 @ 25.7000007629395"
## [1] "2004-04-08 00:00:00 XLB 300 @ 26.3400001525879"
## [1] "2004-04-08 00:00:00 XLB 300 @ 26.3400001525879"
## [1] "2004-04-19 00:00:00 XLB -300 @ 26.4899997711182"
## [1] "2004-04-19 00:00:00 XLB -300 @ 26.4899997711182"
## [1] "2004-04-21 00:00:00 XLB 300 @ 25.6900005340576"
## [1] "2004-04-21 00:00:00 XLB 300 @ 25.6900005340576"
## [1] "2004-04-23 00:00:00 XLB -300 @ 26.3500003814697"
## [1] "2004-04-23 00:00:00 XLB -300 @ 26.3500003814697"
## [1] "2004-04-29 00:00:00 XLB 300 @ 25.0699996948242"
## [1] "2004-04-29 00:00:00 XLB 300 @ 25.0699996948242"
## [1] "2004-05-14 00:00:00 XLB -300 @ 24.3299999237061"
## [1] "2004-05-14 00:00:00 XLB -300 @ 24.3299999237061"
## [1] "2004-05-18 00:00:00 XLB 300 @ 24.3099994659424"
## [1] "2004-05-18 00:00:00 XLB 300 @ 24.3099994659424"
## [1] "2004-05-24 00:00:00 XLB -300 @ 24.7999992370605"
## [1] "2004-05-24 00:00:00 XLB -300 @ 24.7999992370605"
## [1] "2004-06-04 00:00:00 XLB 300 @ 25.3600006103516"
## [1] "2004-06-04 00:00:00 XLB 300 @ 25.3600006103516"
## [1] "2004-06-08 00:00:00 XLB -300 @ 25.8999996185303"
## [1] "2004-06-08 00:00:00 XLB -300 @ 25.8999996185303"
## [1] "2004-06-15 00:00:00 XLB 300 @ 25.6200008392334"
## [1] "2004-06-15 00:00:00 XLB 300 @ 25.6200008392334"
## [1] "2004-06-18 00:00:00 XLB -300 @ 25.9599990844727"
## [1] "2004-06-18 00:00:00 XLB -300 @ 25.9599990844727"
## [1] "2004-07-02 00:00:00 XLB 300 @ 26.1399993896484"
## [1] "2004-07-02 00:00:00 XLB 300 @ 26.1399993896484"
## [1] "2004-07-14 00:00:00 XLB -300 @ 26.2299995422363"
## [1] "2004-07-14 00:00:00 XLB -300 @ 26.2299995422363"
## [1] "2004-07-20 00:00:00 XLB 300 @ 26.1800003051758"
## [1] "2004-07-20 00:00:00 XLB 300 @ 26.1800003051758"
## [1] "2004-07-29 00:00:00 XLB -300 @ 26.2199993133545"
## [1] "2004-07-29 00:00:00 XLB -300 @ 26.2199993133545"
## [1] "2004-08-06 00:00:00 XLB 300 @ 25.0900001525879"
## [1] "2004-08-06 00:00:00 XLB 300 @ 25.0900001525879"
## [1] "2004-08-11 00:00:00 XLB -300 @ 25.5699996948242"
## [1] "2004-08-11 00:00:00 XLB -300 @ 25.5699996948242"
## [1] "2004-08-13 00:00:00 XLB 300 @ 25.1299991607666"
## [1] "2004-08-13 00:00:00 XLB 300 @ 25.1299991607666"
## [1] "2004-08-17 00:00:00 XLB -300 @ 25.9699993133545"
## [1] "2004-08-17 00:00:00 XLB -300 @ 25.9699993133545"
## [1] "2004-08-31 00:00:00 XLB 300 @ 26.6100006103516"
## [1] "2004-08-31 00:00:00 XLB 300 @ 26.6100006103516"
## [1] "2004-09-02 00:00:00 XLB -300 @ 27.0900001525879"
## [1] "2004-09-02 00:00:00 XLB -300 @ 27.0900001525879"
## [1] "2004-09-13 00:00:00 XLB 300 @ 26.7600002288818"
## [1] "2004-09-13 00:00:00 XLB 300 @ 26.7600002288818"
## [1] "2004-09-29 00:00:00 XLB -300 @ 27.1599998474121"
## [1] "2004-09-29 00:00:00 XLB -300 @ 27.1599998474121"
## [1] "2004-10-11 00:00:00 XLB 300 @ 27.6499996185303"
## [1] "2004-10-11 00:00:00 XLB 300 @ 27.6499996185303"
## [1] "2004-10-26 00:00:00 XLB -300 @ 26.9400005340576"
## [1] "2004-10-26 00:00:00 XLB -300 @ 26.9400005340576"
## [1] "2004-12-03 00:00:00 XLB 300 @ 29.3899993896484"
## [1] "2004-12-03 00:00:00 XLB 300 @ 29.3899993896484"
## [1] "2004-12-14 00:00:00 XLB -300 @ 29.3799991607666"
## [1] "2004-12-14 00:00:00 XLB -300 @ 29.3799991607666"
## [1] "2004-12-20 00:00:00 XLB 300 @ 29.3700008392334"
## [1] "2004-12-20 00:00:00 XLB 300 @ 29.3700008392334"
## [1] "2004-12-22 00:00:00 XLB -300 @ 29.75"
## [1] "2004-12-22 00:00:00 XLB -300 @ 29.75"
## [1] "2004-12-31 00:00:00 XLB 300 @ 29.7299995422363"
## [1] "2004-12-31 00:00:00 XLB 300 @ 29.7299995422363"
## [1] "2005-01-18 00:00:00 XLB -300 @ 29.0300006866455"
## [1] "2005-01-18 00:00:00 XLB -300 @ 29.0300006866455"
## [1] "2005-01-21 00:00:00 XLB 300 @ 28.5499992370605"
## [1] "2005-01-21 00:00:00 XLB 300 @ 28.5499992370605"
## [1] "2005-01-28 00:00:00 XLB -300 @ 28.4699993133545"
## [1] "2005-01-28 00:00:00 XLB -300 @ 28.4699993133545"
## [1] "2005-02-10 00:00:00 XLB 300 @ 29.4899997711182"
## [1] "2005-02-10 00:00:00 XLB 300 @ 29.4899997711182"
## [1] "2005-02-14 00:00:00 XLB -300 @ 29.8099994659424"
## [1] "2005-02-14 00:00:00 XLB -300 @ 29.8099994659424"
## [1] "2005-03-11 00:00:00 XLB 300 @ 31.4099998474121"
## [1] "2005-03-11 00:00:00 XLB 300 @ 31.4099998474121"
## [1] "2005-04-01 00:00:00 XLB -300 @ 30.0699996948242"
## [1] "2005-04-01 00:00:00 XLB -300 @ 30.0699996948242"
## [1] "2005-04-12 00:00:00 XLB 300 @ 29.8600006103516"
## [1] "2005-04-12 00:00:00 XLB 300 @ 29.8600006103516"
## [1] "2005-05-02 00:00:00 XLB -300 @ 28.2399997711182"
## [1] "2005-05-02 00:00:00 XLB -300 @ 28.2399997711182"
## [1] "2005-05-11 00:00:00 XLB 300 @ 28.3199996948242"
## [1] "2005-05-11 00:00:00 XLB 300 @ 28.3199996948242"
## [1] "2005-05-19 00:00:00 XLB -300 @ 28.0699996948242"
## [1] "2005-05-19 00:00:00 XLB -300 @ 28.0699996948242"
## [1] "2005-05-26 00:00:00 XLB 300 @ 27.9400005340576"
## [1] "2005-05-26 00:00:00 XLB 300 @ 27.9400005340576"
## [1] "2005-05-31 00:00:00 XLB -300 @ 27.8299999237061"
## [1] "2005-05-31 00:00:00 XLB -300 @ 27.8299999237061"
## [1] "2005-06-07 00:00:00 XLB 300 @ 28.1900005340576"
## [1] "2005-06-07 00:00:00 XLB 300 @ 28.1900005340576"
## [1] "2005-06-08 00:00:00 XLB -300 @ 28"
## [1] "2005-06-08 00:00:00 XLB -300 @ 28"
## [1] "2005-06-10 00:00:00 XLB 300 @ 28.1299991607666"
## [1] "2005-06-10 00:00:00 XLB 300 @ 28.1299991607666"
## [1] "2005-06-13 00:00:00 XLB -300 @ 28.3099994659424"
## [1] "2005-06-13 00:00:00 XLB -300 @ 28.3099994659424"
## [1] "2005-06-21 00:00:00 XLB 300 @ 28.3500003814697"
## [1] "2005-06-21 00:00:00 XLB 300 @ 28.3500003814697"
## [1] "2005-07-11 00:00:00 XLB -300 @ 28.0699996948242"
## [1] "2005-07-11 00:00:00 XLB -300 @ 28.0699996948242"
## [1] "2005-07-19 00:00:00 XLB 300 @ 28.2900009155273"
## [1] "2005-07-19 00:00:00 XLB 300 @ 28.2900009155273"
## [1] "2005-07-20 00:00:00 XLB -300 @ 28.7299995422363"
## [1] "2005-07-20 00:00:00 XLB -300 @ 28.7299995422363"
## [1] "2005-07-27 00:00:00 XLB 300 @ 28.4300003051758"
## [1] "2005-07-27 00:00:00 XLB 300 @ 28.4300003051758"
## [1] "2005-07-29 00:00:00 XLB -300 @ 28.6399993896484"
## [1] "2005-07-29 00:00:00 XLB -300 @ 28.6399993896484"
## [1] "2005-08-08 00:00:00 XLB 300 @ 28.5900001525879"
## [1] "2005-08-08 00:00:00 XLB 300 @ 28.5900001525879"
## [1] "2005-08-10 00:00:00 XLB -300 @ 28.8600006103516"
## [1] "2005-08-10 00:00:00 XLB -300 @ 28.8600006103516"
## [1] "2005-08-17 00:00:00 XLB 300 @ 28.2800006866455"
## [1] "2005-08-17 00:00:00 XLB 300 @ 28.2800006866455"
## [1] "2005-09-02 00:00:00 XLB -300 @ 27.5"
## [1] "2005-09-02 00:00:00 XLB -300 @ 27.5"
## [1] "2005-09-14 00:00:00 XLB 300 @ 27.8700008392334"
## [1] "2005-09-14 00:00:00 XLB 300 @ 27.8700008392334"
## [1] "2005-09-29 00:00:00 XLB -300 @ 27.2900009155273"
## [1] "2005-09-29 00:00:00 XLB -300 @ 27.2900009155273"
## [1] "2005-10-05 00:00:00 XLB 300 @ 26.4699993133545"
## [1] "2005-10-05 00:00:00 XLB 300 @ 26.4699993133545"
## [1] "2005-10-18 00:00:00 XLB -300 @ 26.2399997711182"
## [1] "2005-10-18 00:00:00 XLB -300 @ 26.2399997711182"
## [1] "2005-10-19 00:00:00 XLB 300 @ 26.4599990844727"
## [1] "2005-10-19 00:00:00 XLB 300 @ 26.4599990844727"
## [1] "2005-10-24 00:00:00 XLB -300 @ 27.1299991607666"
## [1] "2005-10-24 00:00:00 XLB -300 @ 27.1299991607666"
## [1] "2005-12-12 00:00:00 XLB 300 @ 30.2099990844727"
## [1] "2005-12-12 00:00:00 XLB 300 @ 30.2099990844727"
## [1] "2005-12-14 00:00:00 XLB -300 @ 30.3099994659424"
## [1] "2005-12-14 00:00:00 XLB -300 @ 30.3099994659424"
## [1] "2005-12-16 00:00:00 XLB 300 @ 29.7999992370605"
## [1] "2005-12-16 00:00:00 XLB 300 @ 29.7999992370605"
## [1] "2005-12-22 00:00:00 XLB -300 @ 30.4300003051758"
## [1] "2005-12-22 00:00:00 XLB -300 @ 30.4300003051758"
## [1] "2006-01-03 00:00:00 XLB 300 @ 30.9200000762939"
## [1] "2006-01-03 00:00:00 XLB 300 @ 30.9200000762939"
## [1] "2006-01-04 00:00:00 XLB -300 @ 31.1100006103516"
## [1] "2006-01-04 00:00:00 XLB -300 @ 31.1100006103516"
## [1] "2006-01-12 00:00:00 XLB 300 @ 30.5100002288818"
## [1] "2006-01-12 00:00:00 XLB 300 @ 30.5100002288818"
## [1] "2006-01-25 00:00:00 XLB -300 @ 31.0100002288818"
## [1] "2006-01-25 00:00:00 XLB -300 @ 31.0100002288818"
## [1] "2006-02-03 00:00:00 XLB 300 @ 31.0799999237061"
## [1] "2006-02-03 00:00:00 XLB 300 @ 31.0799999237061"
## [1] "2006-02-15 00:00:00 XLB -300 @ 31.2700004577637"
## [1] "2006-02-15 00:00:00 XLB -300 @ 31.2700004577637"
## [1] "2006-02-28 00:00:00 XLB 300 @ 31.0599994659424"
## [1] "2006-02-28 00:00:00 XLB 300 @ 31.0599994659424"
## [1] "2006-03-03 00:00:00 XLB -300 @ 31.7399997711182"
## [1] "2006-03-03 00:00:00 XLB -300 @ 31.7399997711182"
## [1] "2006-03-07 00:00:00 XLB 300 @ 31.0100002288818"
## [1] "2006-03-07 00:00:00 XLB 300 @ 31.0100002288818"
## [1] "2006-03-13 00:00:00 XLB -300 @ 31.3799991607666"
## [1] "2006-03-13 00:00:00 XLB -300 @ 31.3799991607666"
## [1] "2006-03-22 00:00:00 XLB 300 @ 31.9799995422363"
## [1] "2006-03-22 00:00:00 XLB 300 @ 31.9799995422363"
## [1] "2006-03-28 00:00:00 XLB -300 @ 32"
## [1] "2006-03-28 00:00:00 XLB -300 @ 32"
## [1] "2006-04-10 00:00:00 XLB 300 @ 32.7999992370605"
## [1] "2006-04-10 00:00:00 XLB 300 @ 32.7999992370605"
## [1] "2006-04-17 00:00:00 XLB -300 @ 33.2400016784668"
## [1] "2006-04-17 00:00:00 XLB -300 @ 33.2400016784668"
## [1] "2006-04-26 00:00:00 XLB 300 @ 34.0299987792969"
## [1] "2006-04-26 00:00:00 XLB 300 @ 34.0299987792969"
## [1] "2006-05-03 00:00:00 XLB -300 @ 34.060001373291"
## [1] "2006-05-03 00:00:00 XLB -300 @ 34.060001373291"
## [1] "2006-05-12 00:00:00 XLB 300 @ 33.7900009155273"
## [1] "2006-05-12 00:00:00 XLB 300 @ 33.7900009155273"
## [1] "2006-05-26 00:00:00 XLB -300 @ 32.560001373291"
## [1] "2006-05-26 00:00:00 XLB -300 @ 32.560001373291"
## [1] "2006-06-06 00:00:00 XLB 300 @ 31.5599994659424"
## [1] "2006-06-06 00:00:00 XLB 300 @ 31.5599994659424"
## [1] "2006-06-16 00:00:00 XLB -300 @ 30.5900001525879"
## [1] "2006-06-16 00:00:00 XLB -300 @ 30.5900001525879"
## [1] "2006-06-20 00:00:00 XLB 300 @ 30.1100006103516"
## [1] "2006-06-20 00:00:00 XLB 300 @ 30.1100006103516"
## [1] "2006-06-22 00:00:00 XLB -300 @ 30.6800003051758"
## [1] "2006-06-22 00:00:00 XLB -300 @ 30.6800003051758"
## [1] "2006-06-28 00:00:00 XLB 300 @ 30.7199993133545"
## [1] "2006-06-28 00:00:00 XLB 300 @ 30.7199993133545"
## [1] "2006-06-30 00:00:00 XLB -300 @ 32.0999984741211"
## [1] "2006-06-30 00:00:00 XLB -300 @ 32.0999984741211"
## [1] "2006-07-10 00:00:00 XLB 300 @ 31.8899993896484"
## [1] "2006-07-10 00:00:00 XLB 300 @ 31.8899993896484"
## [1] "2006-07-20 00:00:00 XLB -300 @ 30.4500007629395"
## [1] "2006-07-20 00:00:00 XLB -300 @ 30.4500007629395"
## [1] "2006-07-24 00:00:00 XLB 300 @ 30.5"
## [1] "2006-07-24 00:00:00 XLB 300 @ 30.5"
## [1] "2006-07-26 00:00:00 XLB -300 @ 30.8999996185303"
## [1] "2006-07-26 00:00:00 XLB -300 @ 30.8999996185303"
## [1] "2006-07-28 00:00:00 XLB 300 @ 30.7700004577637"
## [1] "2006-07-28 00:00:00 XLB 300 @ 30.7700004577637"
## [1] "2006-08-01 00:00:00 XLB -300 @ 30.6499996185303"
## [1] "2006-08-01 00:00:00 XLB -300 @ 30.6499996185303"
## [1] "2006-08-09 00:00:00 XLB 300 @ 31.0300006866455"
## [1] "2006-08-09 00:00:00 XLB 300 @ 31.0300006866455"
## [1] "2006-08-16 00:00:00 XLB -300 @ 31.8799991607666"
## [1] "2006-08-16 00:00:00 XLB -300 @ 31.8799991607666"
## [1] "2006-08-25 00:00:00 XLB 300 @ 31.5699996948242"
## [1] "2006-08-25 00:00:00 XLB 300 @ 31.5699996948242"
## [1] "2006-08-30 00:00:00 XLB -300 @ 31.6800003051758"
## [1] "2006-08-30 00:00:00 XLB -300 @ 31.6800003051758"
## [1] "2006-09-08 00:00:00 XLB 300 @ 31.75"
## [1] "2006-09-08 00:00:00 XLB 300 @ 31.75"
## [1] "2006-09-19 00:00:00 XLB -300 @ 31.1499996185303"
## [1] "2006-09-19 00:00:00 XLB -300 @ 31.1499996185303"
## [1] "2006-09-25 00:00:00 XLB 300 @ 31.2800006866455"
## [1] "2006-09-25 00:00:00 XLB 300 @ 31.2800006866455"
## [1] "2006-09-27 00:00:00 XLB -300 @ 31.8299999237061"
## [1] "2006-09-27 00:00:00 XLB -300 @ 31.8299999237061"
## [1] "2006-10-04 00:00:00 XLB 300 @ 31.3299999237061"
## [1] "2006-10-04 00:00:00 XLB 300 @ 31.3299999237061"
## [1] "2006-10-06 00:00:00 XLB -300 @ 31.9799995422363"
## [1] "2006-10-06 00:00:00 XLB -300 @ 31.9799995422363"
## [1] "2006-11-02 00:00:00 XLB 300 @ 33.3899993896484"
## [1] "2006-11-02 00:00:00 XLB 300 @ 33.3899993896484"
## [1] "2006-11-07 00:00:00 XLB -300 @ 33.5800018310547"
## [1] "2006-11-07 00:00:00 XLB -300 @ 33.5800018310547"
## [1] "2006-11-20 00:00:00 XLB 300 @ 34.4799995422363"
## [1] "2006-11-20 00:00:00 XLB 300 @ 34.4799995422363"
## [1] "2006-11-21 00:00:00 XLB -300 @ 34.5699996948242"
## [1] "2006-11-21 00:00:00 XLB -300 @ 34.5699996948242"
## [1] "2006-11-28 00:00:00 XLB 300 @ 34.6399993896484"
## [1] "2006-11-28 00:00:00 XLB 300 @ 34.6399993896484"
## [1] "2006-11-30 00:00:00 XLB -300 @ 35"
## [1] "2006-11-30 00:00:00 XLB -300 @ 35"
## [1] "2006-12-13 00:00:00 XLB 300 @ 35.2299995422363"
## [1] "2006-12-13 00:00:00 XLB 300 @ 35.2299995422363"
## [1] "2006-12-15 00:00:00 XLB -300 @ 35.3699989318848"
## [1] "2006-12-15 00:00:00 XLB -300 @ 35.3699989318848"
## [1] "2006-12-19 00:00:00 XLB 300 @ 35.2700004577637"
## [1] "2006-12-19 00:00:00 XLB 300 @ 35.2700004577637"
## [1] "2006-12-28 00:00:00 XLB -300 @ 35.0800018310547"
## [1] "2006-12-28 00:00:00 XLB -300 @ 35.0800018310547"
## [1] "2007-01-03 00:00:00 XLB 300 @ 34.6100006103516"
## [1] "2007-01-03 00:00:00 XLB 300 @ 34.6100006103516"
## [1] "2007-01-11 00:00:00 XLB -300 @ 34.8400001525879"
## [1] "2007-01-11 00:00:00 XLB -300 @ 34.8400001525879"
## [1] "2007-02-12 00:00:00 XLB 300 @ 36.75"
## [1] "2007-02-12 00:00:00 XLB 300 @ 36.75"
## [1] "2007-02-14 00:00:00 XLB -300 @ 37.7200012207031"
## [1] "2007-02-14 00:00:00 XLB -300 @ 37.7200012207031"
## [1] "2007-02-28 00:00:00 XLB 300 @ 37.2200012207031"
## [1] "2007-02-28 00:00:00 XLB 300 @ 37.2200012207031"
## [1] "2007-03-09 00:00:00 XLB -300 @ 37.310001373291"
## [1] "2007-03-09 00:00:00 XLB -300 @ 37.310001373291"
## [1] "2007-03-14 00:00:00 XLB 300 @ 36.75"
## [1] "2007-03-14 00:00:00 XLB 300 @ 36.75"
## [1] "2007-03-16 00:00:00 XLB -300 @ 37.0999984741211"
## [1] "2007-03-16 00:00:00 XLB -300 @ 37.0999984741211"
## [1] "2007-03-29 00:00:00 XLB 300 @ 37.9799995422363"
## [1] "2007-03-29 00:00:00 XLB 300 @ 37.9799995422363"
## [1] "2007-04-04 00:00:00 XLB -300 @ 38.5099983215332"
## [1] "2007-04-04 00:00:00 XLB -300 @ 38.5099983215332"
## [1] "2007-04-12 00:00:00 XLB 300 @ 38.7900009155273"
## [1] "2007-04-12 00:00:00 XLB 300 @ 38.7900009155273"
## [1] "2007-04-16 00:00:00 XLB -300 @ 39.4000015258789"
## [1] "2007-04-16 00:00:00 XLB -300 @ 39.4000015258789"
## [1] "2007-04-19 00:00:00 XLB 300 @ 38.6800003051758"
## [1] "2007-04-19 00:00:00 XLB 300 @ 38.6800003051758"
## [1] "2007-04-23 00:00:00 XLB -300 @ 39.0699996948242"
## [1] "2007-04-23 00:00:00 XLB -300 @ 39.0699996948242"
## [1] "2007-05-01 00:00:00 XLB 300 @ 38.4599990844727"
## [1] "2007-05-01 00:00:00 XLB 300 @ 38.4599990844727"
## [1] "2007-05-04 00:00:00 XLB -300 @ 39.4000015258789"
## [1] "2007-05-04 00:00:00 XLB -300 @ 39.4000015258789"
## [1] "2007-05-11 00:00:00 XLB 300 @ 39.810001373291"
## [1] "2007-05-11 00:00:00 XLB 300 @ 39.810001373291"
## [1] "2007-05-16 00:00:00 XLB -300 @ 40.1500015258789"
## [1] "2007-05-16 00:00:00 XLB -300 @ 40.1500015258789"
## [1] "2007-05-23 00:00:00 XLB 300 @ 40.2799987792969"
## [1] "2007-05-23 00:00:00 XLB 300 @ 40.2799987792969"
## [1] "2007-05-31 00:00:00 XLB -300 @ 40.9000015258789"
## [1] "2007-05-31 00:00:00 XLB -300 @ 40.9000015258789"
## [1] "2007-06-07 00:00:00 XLB 300 @ 39.6399993896484"
## [1] "2007-06-07 00:00:00 XLB 300 @ 39.6399993896484"
## [1] "2007-06-14 00:00:00 XLB -300 @ 40.7999992370605"
## [1] "2007-06-14 00:00:00 XLB -300 @ 40.7999992370605"
## [1] "2007-06-21 00:00:00 XLB 300 @ 41.0099983215332"
## [1] "2007-06-21 00:00:00 XLB 300 @ 41.0099983215332"
## [1] "2007-07-02 00:00:00 XLB -300 @ 41.1500015258789"
## [1] "2007-07-02 00:00:00 XLB -300 @ 41.1500015258789"
## [1] "2007-07-11 00:00:00 XLB 300 @ 41.4000015258789"
## [1] "2007-07-11 00:00:00 XLB 300 @ 41.4000015258789"
## [1] "2007-07-13 00:00:00 XLB -300 @ 42.9000015258789"
## [1] "2007-07-13 00:00:00 XLB -300 @ 42.9000015258789"
## [1] "2007-07-23 00:00:00 XLB 300 @ 42.75"
## [1] "2007-07-23 00:00:00 XLB 300 @ 42.75"
## [1] "2007-08-09 00:00:00 XLB -300 @ 39.1500015258789"
## [1] "2007-08-09 00:00:00 XLB -300 @ 39.1500015258789"
## [1] "2007-08-13 00:00:00 XLB 300 @ 38.8499984741211"
## [1] "2007-08-13 00:00:00 XLB 300 @ 38.8499984741211"
## [1] "2007-08-21 00:00:00 XLB -300 @ 37.8199996948242"
## [1] "2007-08-21 00:00:00 XLB -300 @ 37.8199996948242"
## [1] "2007-08-29 00:00:00 XLB 300 @ 38.9000015258789"
## [1] "2007-08-29 00:00:00 XLB 300 @ 38.9000015258789"
## [1] "2007-09-04 00:00:00 XLB -300 @ 39.7000007629395"
## [1] "2007-09-04 00:00:00 XLB -300 @ 39.7000007629395"
## [1] "2007-09-10 00:00:00 XLB 300 @ 38.3800010681152"
## [1] "2007-09-10 00:00:00 XLB 300 @ 38.3800010681152"
## [1] "2007-09-13 00:00:00 XLB -300 @ 39.2299995422363"
## [1] "2007-09-13 00:00:00 XLB -300 @ 39.2299995422363"
## [1] "2007-10-04 00:00:00 XLB 300 @ 42.2299995422363"
## [1] "2007-10-04 00:00:00 XLB 300 @ 42.2299995422363"
## [1] "2007-10-08 00:00:00 XLB -300 @ 42.7000007629395"
## [1] "2007-10-08 00:00:00 XLB -300 @ 42.7000007629395"
## [1] "2007-10-17 00:00:00 XLB 300 @ 42.3199996948242"
## [1] "2007-10-17 00:00:00 XLB 300 @ 42.3199996948242"
## [1] "2007-10-26 00:00:00 XLB -300 @ 43.2799987792969"
## [1] "2007-10-26 00:00:00 XLB -300 @ 43.2799987792969"
## [1] "2007-11-02 00:00:00 XLB 300 @ 42.7200012207031"
## [1] "2007-11-02 00:00:00 XLB 300 @ 42.7200012207031"
## [1] "2007-11-07 00:00:00 XLB -300 @ 42"
## [1] "2007-11-07 00:00:00 XLB -300 @ 42"
## [1] "2007-11-08 00:00:00 XLB 300 @ 42.4000015258789"
## [1] "2007-11-08 00:00:00 XLB 300 @ 42.4000015258789"
## [1] "2007-11-29 00:00:00 XLB -300 @ 41.2599983215332"
## [1] "2007-11-29 00:00:00 XLB -300 @ 41.2599983215332"
## [1] "2007-12-12 00:00:00 XLB 300 @ 42.3800010681152"
## [1] "2007-12-12 00:00:00 XLB 300 @ 42.3800010681152"
## [1] "2007-12-21 00:00:00 XLB -300 @ 42.1100006103516"
## [1] "2007-12-21 00:00:00 XLB -300 @ 42.1100006103516"
## [1] "2007-12-28 00:00:00 XLB 300 @ 41.9500007629395"
## [1] "2007-12-28 00:00:00 XLB 300 @ 41.9500007629395"
## [1] "2008-01-04 00:00:00 XLB -300 @ 40.7799987792969"
## [1] "2008-01-04 00:00:00 XLB -300 @ 40.7799987792969"
## [1] "2008-01-07 00:00:00 XLB 300 @ 40.2200012207031"
## [1] "2008-01-07 00:00:00 XLB 300 @ 40.2200012207031"
## [1] "2008-01-15 00:00:00 XLB -300 @ 40.189998626709"
## [1] "2008-01-15 00:00:00 XLB -300 @ 40.189998626709"
## [1] "2008-01-17 00:00:00 XLB 300 @ 36.9300003051758"
## [1] "2008-01-17 00:00:00 XLB 300 @ 36.9300003051758"
## [1] "2008-01-25 00:00:00 XLB -300 @ 38.439998626709"
## [1] "2008-01-25 00:00:00 XLB -300 @ 38.439998626709"
## [1] "2008-02-06 00:00:00 XLB 300 @ 38.8499984741211"
## [1] "2008-02-06 00:00:00 XLB 300 @ 38.8499984741211"
## [1] "2008-02-11 00:00:00 XLB -300 @ 39.9700012207031"
## [1] "2008-02-11 00:00:00 XLB -300 @ 39.9700012207031"
## [1] "2008-02-15 00:00:00 XLB 300 @ 40.25"
## [1] "2008-02-15 00:00:00 XLB 300 @ 40.25"
## [1] "2008-02-20 00:00:00 XLB -300 @ 41.4900016784668"
## [1] "2008-02-20 00:00:00 XLB -300 @ 41.4900016784668"
## [1] "2008-03-03 00:00:00 XLB 300 @ 41.5499992370605"
## [1] "2008-03-03 00:00:00 XLB 300 @ 41.5499992370605"
## [1] "2008-03-12 00:00:00 XLB -300 @ 40.5099983215332"
## [1] "2008-03-12 00:00:00 XLB -300 @ 40.5099983215332"
## [1] "2008-03-18 00:00:00 XLB 300 @ 41.3499984741211"
## [1] "2008-03-18 00:00:00 XLB 300 @ 41.3499984741211"
## [1] "2008-03-19 00:00:00 XLB -300 @ 38.5499992370605"
## [1] "2008-03-19 00:00:00 XLB -300 @ 38.5499992370605"
## [1] "2008-03-20 00:00:00 XLB 300 @ 38.2999992370605"
## [1] "2008-03-20 00:00:00 XLB 300 @ 38.2999992370605"
## [1] "2008-03-26 00:00:00 XLB -300 @ 40.6699981689453"
## [1] "2008-03-26 00:00:00 XLB -300 @ 40.6699981689453"
## [1] "2008-04-01 00:00:00 XLB 300 @ 41.4500007629395"
## [1] "2008-04-01 00:00:00 XLB 300 @ 41.4500007629395"
## [1] "2008-04-02 00:00:00 XLB -300 @ 41.7299995422363"
## [1] "2008-04-02 00:00:00 XLB -300 @ 41.7299995422363"
## [1] "2008-04-14 00:00:00 XLB 300 @ 41.9700012207031"
## [1] "2008-04-14 00:00:00 XLB 300 @ 41.9700012207031"
## [1] "2008-04-17 00:00:00 XLB -300 @ 44"
## [1] "2008-04-17 00:00:00 XLB -300 @ 44"
## [1] "2008-04-24 00:00:00 XLB 300 @ 42.6800003051758"
## [1] "2008-04-24 00:00:00 XLB 300 @ 42.6800003051758"
## [1] "2008-04-28 00:00:00 XLB -300 @ 43.6500015258789"
## [1] "2008-04-28 00:00:00 XLB -300 @ 43.6500015258789"
## [1] "2008-04-30 00:00:00 XLB 300 @ 42.310001373291"
## [1] "2008-04-30 00:00:00 XLB 300 @ 42.310001373291"
## [1] "2008-05-06 00:00:00 XLB -300 @ 43.75"
## [1] "2008-05-06 00:00:00 XLB -300 @ 43.75"
## [1] "2008-05-22 00:00:00 XLB 300 @ 44.4799995422363"
## [1] "2008-05-22 00:00:00 XLB 300 @ 44.4799995422363"
## [1] "2008-05-29 00:00:00 XLB -300 @ 44.4599990844727"
## [1] "2008-05-29 00:00:00 XLB -300 @ 44.4599990844727"
## [1] "2008-06-03 00:00:00 XLB 300 @ 44.2200012207031"
## [1] "2008-06-03 00:00:00 XLB 300 @ 44.2200012207031"
## [1] "2008-06-06 00:00:00 XLB -300 @ 44.1699981689453"
## [1] "2008-06-06 00:00:00 XLB -300 @ 44.1699981689453"
## [1] "2008-06-12 00:00:00 XLB 300 @ 43.4599990844727"
## [1] "2008-06-12 00:00:00 XLB 300 @ 43.4599990844727"
## [1] "2008-06-16 00:00:00 XLB -300 @ 44.5"
## [1] "2008-06-16 00:00:00 XLB -300 @ 44.5"
## [1] "2008-06-23 00:00:00 XLB 300 @ 43.7000007629395"
## [1] "2008-06-23 00:00:00 XLB 300 @ 43.7000007629395"
## [1] "2008-07-15 00:00:00 XLB -300 @ 39.4700012207031"
## [1] "2008-07-15 00:00:00 XLB -300 @ 39.4700012207031"
## [1] "2008-07-25 00:00:00 XLB 300 @ 39.0200004577637"
## [1] "2008-07-25 00:00:00 XLB 300 @ 39.0200004577637"
## [1] "2008-07-30 00:00:00 XLB -300 @ 40.6800003051758"
## [1] "2008-07-30 00:00:00 XLB -300 @ 40.6800003051758"
## [1] "2008-08-04 00:00:00 XLB 300 @ 37.9300003051758"
## [1] "2008-08-04 00:00:00 XLB 300 @ 37.9300003051758"
## [1] "2008-08-13 00:00:00 XLB -300 @ 39.6800003051758"
## [1] "2008-08-13 00:00:00 XLB -300 @ 39.6800003051758"
## [1] "2008-08-19 00:00:00 XLB 300 @ 38.75"
## [1] "2008-08-19 00:00:00 XLB 300 @ 38.75"
## [1] "2008-08-21 00:00:00 XLB -300 @ 39.7700004577637"
## [1] "2008-08-21 00:00:00 XLB -300 @ 39.7700004577637"
## [1] "2008-08-26 00:00:00 XLB 300 @ 39.0999984741211"
## [1] "2008-08-26 00:00:00 XLB 300 @ 39.0999984741211"
## [1] "2008-08-29 00:00:00 XLB -300 @ 39.75"
## [1] "2008-08-29 00:00:00 XLB -300 @ 39.75"
## [1] "2008-09-03 00:00:00 XLB 300 @ 38.5499992370605"
## [1] "2008-09-03 00:00:00 XLB 300 @ 38.5499992370605"
## [1] "2008-09-15 00:00:00 XLB -300 @ 36.5"
## [1] "2008-09-15 00:00:00 XLB -300 @ 36.5"
## [1] "2008-09-18 00:00:00 XLB 300 @ 36.2000007629395"
## [1] "2008-09-18 00:00:00 XLB 300 @ 36.2000007629395"
## [1] "2008-09-22 00:00:00 XLB -300 @ 37.7900009155273"
## [1] "2008-09-22 00:00:00 XLB -300 @ 37.7900009155273"
## [1] "2008-09-25 00:00:00 XLB 300 @ 36.0800018310547"
## [1] "2008-09-25 00:00:00 XLB 300 @ 36.0800018310547"
## [1] "2008-10-14 00:00:00 XLB -300 @ 28.4400005340576"
## [1] "2008-10-14 00:00:00 XLB -300 @ 28.4400005340576"
## [1] "2008-10-16 00:00:00 XLB 300 @ 25.0799999237061"
## [1] "2008-10-16 00:00:00 XLB 300 @ 25.0799999237061"
## [1] "2008-10-21 00:00:00 XLB -300 @ 25.9099998474121"
## [1] "2008-10-21 00:00:00 XLB -300 @ 25.9099998474121"
## [1] "2008-10-23 00:00:00 XLB 300 @ 23.9300003051758"
## [1] "2008-10-23 00:00:00 XLB 300 @ 23.9300003051758"
## [1] "2008-10-30 00:00:00 XLB -300 @ 25.6299991607666"
## [1] "2008-10-30 00:00:00 XLB -300 @ 25.6299991607666"
## [1] "2008-11-07 00:00:00 XLB 300 @ 24.8700008392334"
## [1] "2008-11-07 00:00:00 XLB 300 @ 24.8700008392334"
## [1] "2008-11-25 00:00:00 XLB -300 @ 22.0400009155273"
## [1] "2008-11-25 00:00:00 XLB -300 @ 22.0400009155273"
## [1] "2008-12-02 00:00:00 XLB 300 @ 22.0100002288818"
## [1] "2008-12-02 00:00:00 XLB 300 @ 22.0100002288818"
## [1] "2008-12-09 00:00:00 XLB -300 @ 23.3299999237061"
## [1] "2008-12-09 00:00:00 XLB -300 @ 23.3299999237061"
## [1] "2008-12-19 00:00:00 XLB 300 @ 22.7800006866455"
## [1] "2008-12-19 00:00:00 XLB 300 @ 22.7800006866455"
## [1] "2008-12-31 00:00:00 XLB -300 @ 22.7399997711182"
## [1] "2008-12-31 00:00:00 XLB -300 @ 22.7399997711182"
## [1] "2009-01-12 00:00:00 XLB 300 @ 22.3700008392334"
## [1] "2009-01-12 00:00:00 XLB 300 @ 22.3700008392334"
## [1] "2009-01-29 00:00:00 XLB -300 @ 21.9200000762939"
## [1] "2009-01-29 00:00:00 XLB -300 @ 21.9200000762939"
## [1] "2009-02-02 00:00:00 XLB 300 @ 20.7600002288818"
## [1] "2009-02-02 00:00:00 XLB 300 @ 20.7600002288818"
## [1] "2009-02-06 00:00:00 XLB -300 @ 22.6499996185303"
## [1] "2009-02-06 00:00:00 XLB -300 @ 22.6499996185303"
## [1] "2009-02-11 00:00:00 XLB 300 @ 21.5599994659424"
## [1] "2009-02-11 00:00:00 XLB 300 @ 21.5599994659424"
## [1] "2009-03-11 00:00:00 XLB -300 @ 19.7700004577637"
## [1] "2009-03-11 00:00:00 XLB -300 @ 19.7700004577637"
## [1] "2009-03-31 00:00:00 XLB 300 @ 22.2099990844727"
## [1] "2009-03-31 00:00:00 XLB 300 @ 22.2099990844727"
## [1] "2009-04-03 00:00:00 XLB -300 @ 23.8099994659424"
## [1] "2009-04-03 00:00:00 XLB -300 @ 23.8099994659424"
## [1] "2009-04-08 00:00:00 XLB 300 @ 22.8500003814697"
## [1] "2009-04-08 00:00:00 XLB 300 @ 22.8500003814697"
## [1] "2009-04-13 00:00:00 XLB -300 @ 24.1499996185303"
## [1] "2009-04-13 00:00:00 XLB -300 @ 24.1499996185303"
## [1] "2009-04-21 00:00:00 XLB 300 @ 23.7900009155273"
## [1] "2009-04-21 00:00:00 XLB 300 @ 23.7900009155273"
## [1] "2009-04-27 00:00:00 XLB -300 @ 24.5499992370605"
## [1] "2009-04-27 00:00:00 XLB -300 @ 24.5499992370605"
## [1] "2009-05-08 00:00:00 XLB 300 @ 26.7999992370605"
## [1] "2009-05-08 00:00:00 XLB 300 @ 26.7999992370605"
## [1] "2009-05-19 00:00:00 XLB -300 @ 26.8799991607666"
## [1] "2009-05-19 00:00:00 XLB -300 @ 26.8799991607666"
## [1] "2009-05-22 00:00:00 XLB 300 @ 26.2999992370605"
## [1] "2009-05-22 00:00:00 XLB 300 @ 26.2999992370605"
## [1] "2009-05-27 00:00:00 XLB -300 @ 25.9200000762939"
## [1] "2009-05-27 00:00:00 XLB -300 @ 25.9200000762939"
## [1] "2009-05-28 00:00:00 XLB 300 @ 26.3799991607666"
## [1] "2009-05-28 00:00:00 XLB 300 @ 26.3799991607666"
## [1] "2009-06-01 00:00:00 XLB -300 @ 28"
## [1] "2009-06-01 00:00:00 XLB -300 @ 28"
## [1] "2009-06-16 00:00:00 XLB 300 @ 26.3500003814697"
## [1] "2009-06-16 00:00:00 XLB 300 @ 26.3500003814697"
## [1] "2009-06-26 00:00:00 XLB -300 @ 25.8199996948242"
## [1] "2009-06-26 00:00:00 XLB -300 @ 25.8199996948242"
## [1] "2009-07-06 00:00:00 XLB 300 @ 24.9500007629395"
## [1] "2009-07-06 00:00:00 XLB 300 @ 24.9500007629395"
## [1] "2009-07-14 00:00:00 XLB -300 @ 25.2399997711182"
## [1] "2009-07-14 00:00:00 XLB -300 @ 25.2399997711182"
## [1] "2009-07-30 00:00:00 XLB 300 @ 28.8199996948242"
## [1] "2009-07-30 00:00:00 XLB 300 @ 28.8199996948242"
## [1] "2009-07-31 00:00:00 XLB -300 @ 29.1200008392334"
## [1] "2009-07-31 00:00:00 XLB -300 @ 29.1200008392334"
## [1] "2009-08-11 00:00:00 XLB 300 @ 29.7399997711182"
## [1] "2009-08-11 00:00:00 XLB 300 @ 29.7399997711182"
## [1] "2009-08-14 00:00:00 XLB -300 @ 29.7900009155273"
## [1] "2009-08-14 00:00:00 XLB -300 @ 29.7900009155273"
## [1] "2009-08-18 00:00:00 XLB 300 @ 29.0900001525879"
## [1] "2009-08-18 00:00:00 XLB 300 @ 29.0900001525879"
## [1] "2009-08-24 00:00:00 XLB -300 @ 30.0699996948242"
## [1] "2009-08-24 00:00:00 XLB -300 @ 30.0699996948242"
## [1] "2009-09-01 00:00:00 XLB 300 @ 28.9300003051758"
## [1] "2009-09-01 00:00:00 XLB 300 @ 28.9300003051758"
## [1] "2009-09-08 00:00:00 XLB -300 @ 30.4400005340576"
## [1] "2009-09-08 00:00:00 XLB -300 @ 30.4400005340576"
## [1] "2009-09-22 00:00:00 XLB 300 @ 32.0400009155273"
## [1] "2009-09-22 00:00:00 XLB 300 @ 32.0400009155273"
## [1] "2009-10-07 00:00:00 XLB -300 @ 30.75"
## [1] "2009-10-07 00:00:00 XLB -300 @ 30.75"
## [1] "2009-10-22 00:00:00 XLB 300 @ 32.189998626709"
## [1] "2009-10-22 00:00:00 XLB 300 @ 32.189998626709"
## [1] "2009-11-06 00:00:00 XLB -300 @ 30.6900005340576"
## [1] "2009-11-06 00:00:00 XLB -300 @ 30.6900005340576"
## [1] "2009-11-20 00:00:00 XLB 300 @ 32.439998626709"
## [1] "2009-11-20 00:00:00 XLB 300 @ 32.439998626709"
## [1] "2009-11-27 00:00:00 XLB -300 @ 32.3499984741211"
## [1] "2009-11-27 00:00:00 XLB -300 @ 32.3499984741211"
## [1] "2009-11-30 00:00:00 XLB 300 @ 32.5"
## [1] "2009-11-30 00:00:00 XLB 300 @ 32.5"
## [1] "2009-12-02 00:00:00 XLB -300 @ 33.4500007629395"
## [1] "2009-12-02 00:00:00 XLB -300 @ 33.4500007629395"
## [1] "2009-12-07 00:00:00 XLB 300 @ 32.5900001525879"
## [1] "2009-12-07 00:00:00 XLB 300 @ 32.5900001525879"
## [1] "2009-12-15 00:00:00 XLB -300 @ 32.5900001525879"
## [1] "2009-12-15 00:00:00 XLB -300 @ 32.5900001525879"
## [1] "2009-12-18 00:00:00 XLB 300 @ 31.9899997711182"
## [1] "2009-12-18 00:00:00 XLB 300 @ 31.9899997711182"
## [1] "2009-12-23 00:00:00 XLB -300 @ 33.1500015258789"
## [1] "2009-12-23 00:00:00 XLB -300 @ 33.1500015258789"
## [1] "2010-01-04 00:00:00 XLB 300 @ 34.0200004577637"
## [1] "2010-01-04 00:00:00 XLB 300 @ 34.0200004577637"
## [1] "2010-01-05 00:00:00 XLB -300 @ 34.1300010681152"
## [1] "2010-01-05 00:00:00 XLB -300 @ 34.1300010681152"
## [1] "2010-01-13 00:00:00 XLB 300 @ 34.4700012207031"
## [1] "2010-01-13 00:00:00 XLB 300 @ 34.4700012207031"
## [1] "2010-02-02 00:00:00 XLB -300 @ 31.4400005340576"
## [1] "2010-02-02 00:00:00 XLB -300 @ 31.4400005340576"
## [1] "2010-02-05 00:00:00 XLB 300 @ 30.4799995422363"
## [1] "2010-02-05 00:00:00 XLB 300 @ 30.4799995422363"
## [1] "2010-02-12 00:00:00 XLB -300 @ 30.9699993133545"
## [1] "2010-02-12 00:00:00 XLB -300 @ 30.9699993133545"
## [1] "2010-02-24 00:00:00 XLB 300 @ 31.5599994659424"
## [1] "2010-02-24 00:00:00 XLB 300 @ 31.5599994659424"
## [1] "2010-03-02 00:00:00 XLB -300 @ 32.25"
## [1] "2010-03-02 00:00:00 XLB -300 @ 32.25"
## [1] "2010-03-22 00:00:00 XLB 300 @ 33.7700004577637"
## [1] "2010-03-22 00:00:00 XLB 300 @ 33.7700004577637"
## [1] "2010-03-24 00:00:00 XLB -300 @ 34.1100006103516"
## [1] "2010-03-24 00:00:00 XLB -300 @ 34.1100006103516"
## [1] "2010-03-26 00:00:00 XLB 300 @ 33.6800003051758"
## [1] "2010-03-26 00:00:00 XLB 300 @ 33.6800003051758"
## [1] "2010-03-30 00:00:00 XLB -300 @ 34.0900001525879"
## [1] "2010-03-30 00:00:00 XLB -300 @ 34.0900001525879"
## [1] "2010-04-14 00:00:00 XLB 300 @ 34.9300003051758"
## [1] "2010-04-14 00:00:00 XLB 300 @ 34.9300003051758"
## [1] "2010-04-15 00:00:00 XLB -300 @ 34.9300003051758"
## [1] "2010-04-15 00:00:00 XLB -300 @ 34.9300003051758"
## [1] "2010-04-19 00:00:00 XLB 300 @ 34.3400001525879"
## [1] "2010-04-19 00:00:00 XLB 300 @ 34.3400001525879"
## [1] "2010-04-23 00:00:00 XLB -300 @ 35.0099983215332"
## [1] "2010-04-23 00:00:00 XLB -300 @ 35.0099983215332"
## [1] "2010-04-28 00:00:00 XLB 300 @ 34.2900009155273"
## [1] "2010-04-28 00:00:00 XLB 300 @ 34.2900009155273"
## [1] "2010-05-11 00:00:00 XLB -300 @ 32.2000007629395"
## [1] "2010-05-11 00:00:00 XLB -300 @ 32.2000007629395"
## [1] "2010-05-17 00:00:00 XLB 300 @ 31.5900001525879"
## [1] "2010-05-17 00:00:00 XLB 300 @ 31.5900001525879"
## [1] "2010-05-28 00:00:00 XLB -300 @ 30.75"
## [1] "2010-05-28 00:00:00 XLB -300 @ 30.75"
## [1] "2010-06-02 00:00:00 XLB 300 @ 30.6800003051758"
## [1] "2010-06-02 00:00:00 XLB 300 @ 30.6800003051758"
## [1] "2010-06-11 00:00:00 XLB -300 @ 30.6700000762939"
## [1] "2010-06-11 00:00:00 XLB -300 @ 30.6700000762939"
## [1] "2010-06-23 00:00:00 XLB 300 @ 30.4300003051758"
## [1] "2010-06-23 00:00:00 XLB 300 @ 30.4300003051758"
## [1] "2010-07-08 00:00:00 XLB -300 @ 29.6800003051758"
## [1] "2010-07-08 00:00:00 XLB -300 @ 29.6800003051758"
## [1] "2010-07-19 00:00:00 XLB 300 @ 29.8600006103516"
## [1] "2010-07-19 00:00:00 XLB 300 @ 29.8600006103516"
## [1] "2010-07-21 00:00:00 XLB -300 @ 30.6599998474121"
## [1] "2010-07-21 00:00:00 XLB -300 @ 30.6599998474121"
## [1] "2010-08-11 00:00:00 XLB 300 @ 31.25"
## [1] "2010-08-11 00:00:00 XLB 300 @ 31.25"
## [1] "2010-08-18 00:00:00 XLB -300 @ 32.2999992370605"
## [1] "2010-08-18 00:00:00 XLB -300 @ 32.2999992370605"
## [1] "2010-08-20 00:00:00 XLB 300 @ 31.4899997711182"
## [1] "2010-08-20 00:00:00 XLB 300 @ 31.4899997711182"
## [1] "2010-08-30 00:00:00 XLB -300 @ 30.9099998474121"
## [1] "2010-08-30 00:00:00 XLB -300 @ 30.9099998474121"
## [1] "2010-09-20 00:00:00 XLB 300 @ 32.939998626709"
## [1] "2010-09-20 00:00:00 XLB 300 @ 32.939998626709"
## [1] "2010-09-27 00:00:00 XLB -300 @ 33.1699981689453"
## [1] "2010-09-27 00:00:00 XLB -300 @ 33.1699981689453"
## [1] "2010-09-30 00:00:00 XLB 300 @ 32.7799987792969"
## [1] "2010-09-30 00:00:00 XLB 300 @ 32.7799987792969"
## [1] "2010-10-04 00:00:00 XLB -300 @ 32.6800003051758"
## [1] "2010-10-04 00:00:00 XLB -300 @ 32.6800003051758"
## [1] "2010-10-05 00:00:00 XLB 300 @ 33.5999984741211"
## [1] "2010-10-05 00:00:00 XLB 300 @ 33.5999984741211"
## [1] "2010-10-06 00:00:00 XLB -300 @ 33.9199981689453"
## [1] "2010-10-06 00:00:00 XLB -300 @ 33.9199981689453"
## [1] "2010-10-20 00:00:00 XLB 300 @ 34.5499992370605"
## [1] "2010-10-20 00:00:00 XLB 300 @ 34.5499992370605"
## [1] "2010-10-26 00:00:00 XLB -300 @ 34.8199996948242"
## [1] "2010-10-26 00:00:00 XLB -300 @ 34.8199996948242"
## [1] "2010-11-10 00:00:00 XLB 300 @ 35.9500007629395"
## [1] "2010-11-10 00:00:00 XLB 300 @ 35.9500007629395"
## [1] "2010-11-12 00:00:00 XLB -300 @ 35.5099983215332"
## [1] "2010-11-12 00:00:00 XLB -300 @ 35.5099983215332"
## [1] "2010-11-15 00:00:00 XLB 300 @ 35.2299995422363"
## [1] "2010-11-15 00:00:00 XLB 300 @ 35.2299995422363"
## [1] "2010-11-22 00:00:00 XLB -300 @ 35.4799995422363"
## [1] "2010-11-22 00:00:00 XLB -300 @ 35.4799995422363"
## [1] "2010-11-24 00:00:00 XLB 300 @ 35.4700012207031"
## [1] "2010-11-24 00:00:00 XLB 300 @ 35.4700012207031"
## [1] "2010-12-02 00:00:00 XLB -300 @ 36.7000007629395"
## [1] "2010-12-02 00:00:00 XLB -300 @ 36.7000007629395"
## [1] "2010-12-09 00:00:00 XLB 300 @ 36.9300003051758"
## [1] "2010-12-09 00:00:00 XLB 300 @ 36.9300003051758"
## [1] "2010-12-13 00:00:00 XLB -300 @ 37.4500007629395"
## [1] "2010-12-13 00:00:00 XLB -300 @ 37.4500007629395"
## [1] "2011-01-07 00:00:00 XLB 300 @ 38.310001373291"
## [1] "2011-01-07 00:00:00 XLB 300 @ 38.310001373291"
## [1] "2011-01-12 00:00:00 XLB -300 @ 39.0499992370605"
## [1] "2011-01-12 00:00:00 XLB -300 @ 39.0499992370605"
## [1] "2011-01-20 00:00:00 XLB 300 @ 37.5699996948242"
## [1] "2011-01-20 00:00:00 XLB 300 @ 37.5699996948242"
## [1] "2011-01-27 00:00:00 XLB -300 @ 38.4099998474121"
## [1] "2011-01-27 00:00:00 XLB -300 @ 38.4099998474121"
## [1] "2011-01-31 00:00:00 XLB 300 @ 38.439998626709"
## [1] "2011-01-31 00:00:00 XLB 300 @ 38.439998626709"
## [1] "2011-02-02 00:00:00 XLB -300 @ 39.4000015258789"
## [1] "2011-02-02 00:00:00 XLB -300 @ 39.4000015258789"
## [1] "2011-02-10 00:00:00 XLB 300 @ 39.6300010681152"
## [1] "2011-02-10 00:00:00 XLB 300 @ 39.6300010681152"
## [1] "2011-02-14 00:00:00 XLB -300 @ 40.2799987792969"
## [1] "2011-02-14 00:00:00 XLB -300 @ 40.2799987792969"
## [1] "2011-02-23 00:00:00 XLB 300 @ 38.6699981689453"
## [1] "2011-02-23 00:00:00 XLB 300 @ 38.6699981689453"
## [1] "2011-03-01 00:00:00 XLB -300 @ 38.4900016784668"
## [1] "2011-03-01 00:00:00 XLB -300 @ 38.4900016784668"
## [1] "2011-03-02 00:00:00 XLB 300 @ 38.6300010681152"
## [1] "2011-03-02 00:00:00 XLB 300 @ 38.6300010681152"
## [1] "2011-03-04 00:00:00 XLB -300 @ 39.0499992370605"
## [1] "2011-03-04 00:00:00 XLB -300 @ 39.0499992370605"
## [1] "2011-03-08 00:00:00 XLB 300 @ 38.8199996948242"
## [1] "2011-03-08 00:00:00 XLB 300 @ 38.8199996948242"
## [1] "2011-03-22 00:00:00 XLB -300 @ 38.2900009155273"
## [1] "2011-03-22 00:00:00 XLB -300 @ 38.2900009155273"
## [1] "2011-04-11 00:00:00 XLB 300 @ 39.75"
## [1] "2011-04-11 00:00:00 XLB 300 @ 39.75"
## [1] "2011-04-20 00:00:00 XLB -300 @ 40.0200004577637"
## [1] "2011-04-20 00:00:00 XLB -300 @ 40.0200004577637"
## [1] "2011-05-04 00:00:00 XLB 300 @ 39.5"
## [1] "2011-05-04 00:00:00 XLB 300 @ 39.5"
## [1] "2011-05-10 00:00:00 XLB -300 @ 40.2599983215332"
## [1] "2011-05-10 00:00:00 XLB -300 @ 40.2599983215332"
## [1] "2011-05-12 00:00:00 XLB 300 @ 39.1500015258789"
## [1] "2011-05-12 00:00:00 XLB 300 @ 39.1500015258789"
## [1] "2011-05-19 00:00:00 XLB -300 @ 38.9000015258789"
## [1] "2011-05-19 00:00:00 XLB -300 @ 38.9000015258789"
## [1] "2011-05-24 00:00:00 XLB 300 @ 38.2999992370605"
## [1] "2011-05-24 00:00:00 XLB 300 @ 38.2999992370605"
## [1] "2011-05-26 00:00:00 XLB -300 @ 38.9300003051758"
## [1] "2011-05-26 00:00:00 XLB -300 @ 38.9300003051758"
## [1] "2011-06-02 00:00:00 XLB 300 @ 38.5699996948242"
## [1] "2011-06-02 00:00:00 XLB 300 @ 38.5699996948242"
## [1] "2011-06-15 00:00:00 XLB -300 @ 37.2099990844727"
## [1] "2011-06-15 00:00:00 XLB -300 @ 37.2099990844727"
## [1] "2011-06-16 00:00:00 XLB 300 @ 36.8499984741211"
## [1] "2011-06-16 00:00:00 XLB 300 @ 36.8499984741211"
## [1] "2011-06-22 00:00:00 XLB -300 @ 37.7400016784668"
## [1] "2011-06-22 00:00:00 XLB -300 @ 37.7400016784668"
## [1] "2011-07-12 00:00:00 XLB 300 @ 39.2599983215332"
## [1] "2011-07-12 00:00:00 XLB 300 @ 39.2599983215332"
## [1] "2011-07-22 00:00:00 XLB -300 @ 39.9500007629395"
## [1] "2011-07-22 00:00:00 XLB -300 @ 39.9500007629395"
## [1] "2011-07-27 00:00:00 XLB 300 @ 38.5200004577637"
## [1] "2011-07-27 00:00:00 XLB 300 @ 38.5200004577637"
## [1] "2011-08-15 00:00:00 XLB -300 @ 34.9900016784668"
## [1] "2011-08-15 00:00:00 XLB -300 @ 34.9900016784668"
## [1] "2011-08-19 00:00:00 XLB 300 @ 32"
## [1] "2011-08-19 00:00:00 XLB 300 @ 32"
## [1] "2011-08-24 00:00:00 XLB -300 @ 33.5999984741211"
## [1] "2011-08-24 00:00:00 XLB -300 @ 33.5999984741211"
## [1] "2011-09-06 00:00:00 XLB 300 @ 33.7900009155273"
## [1] "2011-09-06 00:00:00 XLB 300 @ 33.7900009155273"
## [1] "2011-09-08 00:00:00 XLB -300 @ 34.2999992370605"
## [1] "2011-09-08 00:00:00 XLB -300 @ 34.2999992370605"
## [1] "2011-09-12 00:00:00 XLB 300 @ 32.9500007629395"
## [1] "2011-09-12 00:00:00 XLB 300 @ 32.9500007629395"
## [1] "2011-09-15 00:00:00 XLB -300 @ 34.5900001525879"
## [1] "2011-09-15 00:00:00 XLB -300 @ 34.5900001525879"
## [1] "2011-09-21 00:00:00 XLB 300 @ 32.0900001525879"
## [1] "2011-09-21 00:00:00 XLB 300 @ 32.0900001525879"
## [1] "2011-09-28 00:00:00 XLB -300 @ 30.4500007629395"
## [1] "2011-09-28 00:00:00 XLB -300 @ 30.4500007629395"
## [1] "2011-09-29 00:00:00 XLB 300 @ 30.4799995422363"
## [1] "2011-09-29 00:00:00 XLB 300 @ 30.4799995422363"
## [1] "2011-10-06 00:00:00 XLB -300 @ 31.6000003814697"
## [1] "2011-10-06 00:00:00 XLB -300 @ 31.6000003814697"
## [1] "2011-11-02 00:00:00 XLB 300 @ 34.3600006103516"
## [1] "2011-11-02 00:00:00 XLB 300 @ 34.3600006103516"
## [1] "2011-11-04 00:00:00 XLB -300 @ 34.9799995422363"
## [1] "2011-11-04 00:00:00 XLB -300 @ 34.9799995422363"
## [1] "2011-11-10 00:00:00 XLB 300 @ 34.3699989318848"
## [1] "2011-11-10 00:00:00 XLB 300 @ 34.3699989318848"
## [1] "2011-11-14 00:00:00 XLB -300 @ 34.7999992370605"
## [1] "2011-11-14 00:00:00 XLB -300 @ 34.7999992370605"
## [1] "2011-11-17 00:00:00 XLB 300 @ 33.0800018310547"
## [1] "2011-11-17 00:00:00 XLB 300 @ 33.0800018310547"
## [1] "2011-11-29 00:00:00 XLB -300 @ 32.6500015258789"
## [1] "2011-11-29 00:00:00 XLB -300 @ 32.6500015258789"
## [1] "2011-12-09 00:00:00 XLB 300 @ 34.0999984741211"
## [1] "2011-12-09 00:00:00 XLB 300 @ 34.0999984741211"
## [1] "2011-12-21 00:00:00 XLB -300 @ 33.2599983215332"
## [1] "2011-12-21 00:00:00 XLB -300 @ 33.2599983215332"
## [1] "2011-12-29 00:00:00 XLB 300 @ 33.5200004577637"
## [1] "2011-12-29 00:00:00 XLB 300 @ 33.5200004577637"
## [1] "2012-01-04 00:00:00 XLB -300 @ 34.7200012207031"
## [1] "2012-01-04 00:00:00 XLB -300 @ 34.7200012207031"
## [1] "2012-02-13 00:00:00 XLB 300 @ 37.1500015258789"
## [1] "2012-02-13 00:00:00 XLB 300 @ 37.1500015258789"
## [1] "2012-02-17 00:00:00 XLB -300 @ 37.3699989318848"
## [1] "2012-02-17 00:00:00 XLB -300 @ 37.3699989318848"
## [1] "2012-03-01 00:00:00 XLB 300 @ 37.3800010681152"
## [1] "2012-03-01 00:00:00 XLB 300 @ 37.3800010681152"
## [1] "2012-03-09 00:00:00 XLB -300 @ 36.6399993896484"
## [1] "2012-03-09 00:00:00 XLB -300 @ 36.6399993896484"
## [1] "2012-03-23 00:00:00 XLB 300 @ 36.9099998474121"
## [1] "2012-03-23 00:00:00 XLB 300 @ 36.9099998474121"
## [1] "2012-03-27 00:00:00 XLB -300 @ 37.310001373291"
## [1] "2012-03-27 00:00:00 XLB -300 @ 37.310001373291"
## [1] "2012-03-29 00:00:00 XLB 300 @ 36.8400001525879"
## [1] "2012-03-29 00:00:00 XLB 300 @ 36.8400001525879"
## [1] "2012-04-03 00:00:00 XLB -300 @ 37.2099990844727"
## [1] "2012-04-03 00:00:00 XLB -300 @ 37.2099990844727"
## [1] "2012-04-05 00:00:00 XLB 300 @ 36.4799995422363"
## [1] "2012-04-05 00:00:00 XLB 300 @ 36.4799995422363"
## [1] "2012-04-13 00:00:00 XLB -300 @ 36.1300010681152"
## [1] "2012-04-13 00:00:00 XLB -300 @ 36.1300010681152"
## [1] "2012-04-24 00:00:00 XLB 300 @ 36.0299987792969"
## [1] "2012-04-24 00:00:00 XLB 300 @ 36.0299987792969"
## [1] "2012-04-26 00:00:00 XLB -300 @ 36.75"
## [1] "2012-04-26 00:00:00 XLB -300 @ 36.75"
## [1] "2012-05-04 00:00:00 XLB 300 @ 35.6800003051758"
## [1] "2012-05-04 00:00:00 XLB 300 @ 35.6800003051758"
## [1] "2012-05-22 00:00:00 XLB -300 @ 33.5200004577637"
## [1] "2012-05-22 00:00:00 XLB -300 @ 33.5200004577637"
## [1] "2012-06-01 00:00:00 XLB 300 @ 33.0999984741211"
## [1] "2012-06-01 00:00:00 XLB 300 @ 33.0999984741211"
## [1] "2012-06-07 00:00:00 XLB -300 @ 34.3499984741211"
## [1] "2012-06-07 00:00:00 XLB -300 @ 34.3499984741211"
## [1] "2012-06-12 00:00:00 XLB 300 @ 34.5699996948242"
## [1] "2012-06-12 00:00:00 XLB 300 @ 34.5699996948242"
## [1] "2012-06-18 00:00:00 XLB -300 @ 34.7099990844727"
## [1] "2012-06-18 00:00:00 XLB -300 @ 34.7099990844727"
## [1] "2012-06-22 00:00:00 XLB 300 @ 34.2000007629395"
## [1] "2012-06-22 00:00:00 XLB 300 @ 34.2000007629395"
## [1] "2012-06-28 00:00:00 XLB -300 @ 34.2599983215332"
## [1] "2012-06-28 00:00:00 XLB -300 @ 34.2599983215332"
## [1] "2012-07-09 00:00:00 XLB 300 @ 34.9300003051758"
## [1] "2012-07-09 00:00:00 XLB 300 @ 34.9300003051758"
## [1] "2012-07-16 00:00:00 XLB -300 @ 34.6100006103516"
## [1] "2012-07-16 00:00:00 XLB -300 @ 34.6100006103516"
## [1] "2012-07-24 00:00:00 XLB 300 @ 34.3199996948242"
## [1] "2012-07-24 00:00:00 XLB 300 @ 34.3199996948242"
## [1] "2012-07-30 00:00:00 XLB -300 @ 35.0800018310547"
## [1] "2012-07-30 00:00:00 XLB -300 @ 35.0800018310547"
## [1] "2012-08-03 00:00:00 XLB 300 @ 35.1199989318848"
## [1] "2012-08-03 00:00:00 XLB 300 @ 35.1199989318848"
## [1] "2012-08-06 00:00:00 XLB -300 @ 35.439998626709"
## [1] "2012-08-06 00:00:00 XLB -300 @ 35.439998626709"
## [1] "2012-08-15 00:00:00 XLB 300 @ 35.7599983215332"
## [1] "2012-08-15 00:00:00 XLB 300 @ 35.7599983215332"
## [1] "2012-08-17 00:00:00 XLB -300 @ 36.2400016784668"
## [1] "2012-08-17 00:00:00 XLB -300 @ 36.2400016784668"
## [1] "2012-08-24 00:00:00 XLB 300 @ 35.8400001525879"
## [1] "2012-08-24 00:00:00 XLB 300 @ 35.8400001525879"
## [1] "2012-09-07 00:00:00 XLB -300 @ 36.9500007629395"
## [1] "2012-09-07 00:00:00 XLB -300 @ 36.9500007629395"
## [1] "2012-09-24 00:00:00 XLB 300 @ 37.3400001525879"
## [1] "2012-09-24 00:00:00 XLB 300 @ 37.3400001525879"
## [1] "2012-10-05 00:00:00 XLB -300 @ 37.2000007629395"
## [1] "2012-10-05 00:00:00 XLB -300 @ 37.2000007629395"
## [1] "2012-10-10 00:00:00 XLB 300 @ 36.3800010681152"
## [1] "2012-10-10 00:00:00 XLB 300 @ 36.3800010681152"
## [1] "2012-10-17 00:00:00 XLB -300 @ 37.8699989318848"
## [1] "2012-10-17 00:00:00 XLB -300 @ 37.8699989318848"
## [1] "2012-10-22 00:00:00 XLB 300 @ 37.2599983215332"
## [1] "2012-10-22 00:00:00 XLB 300 @ 37.2599983215332"
## [1] "2012-11-02 00:00:00 XLB -300 @ 36.0699996948242"
## [1] "2012-11-02 00:00:00 XLB -300 @ 36.0699996948242"
## [1] "2012-11-09 00:00:00 XLB 300 @ 35.560001373291"
## [1] "2012-11-09 00:00:00 XLB 300 @ 35.560001373291"
## [1] "2012-11-20 00:00:00 XLB -300 @ 35.8800010681152"
## [1] "2012-11-20 00:00:00 XLB -300 @ 35.8800010681152"
## [1] "2012-12-04 00:00:00 XLB 300 @ 36.0900001525879"
## [1] "2012-12-04 00:00:00 XLB 300 @ 36.0900001525879"
## [1] "2012-12-10 00:00:00 XLB -300 @ 36.2799987792969"
## [1] "2012-12-10 00:00:00 XLB -300 @ 36.2799987792969"
## [1] "2012-12-24 00:00:00 XLB 300 @ 37.189998626709"
## [1] "2012-12-24 00:00:00 XLB 300 @ 37.189998626709"
## [1] "2013-01-02 00:00:00 XLB -300 @ 38.4799995422363"
## [1] "2013-01-02 00:00:00 XLB -300 @ 38.4799995422363"
## [1] "2013-01-17 00:00:00 XLB 300 @ 39.0800018310547"
## [1] "2013-01-17 00:00:00 XLB 300 @ 39.0800018310547"
## [1] "2013-01-22 00:00:00 XLB -300 @ 39.7200012207031"
## [1] "2013-01-22 00:00:00 XLB -300 @ 39.7200012207031"
## [1] "2013-01-29 00:00:00 XLB 300 @ 39.5999984741211"
## [1] "2013-01-29 00:00:00 XLB 300 @ 39.5999984741211"
## [1] "2013-02-14 00:00:00 XLB -300 @ 39.3600006103516"
## [1] "2013-02-14 00:00:00 XLB -300 @ 39.3600006103516"
## [1] "2013-02-20 00:00:00 XLB 300 @ 38.0800018310547"
## [1] "2013-02-20 00:00:00 XLB 300 @ 38.0800018310547"
## [1] "2013-02-28 00:00:00 XLB -300 @ 38.4900016784668"
## [1] "2013-02-28 00:00:00 XLB -300 @ 38.4900016784668"
## [1] "2013-03-19 00:00:00 XLB 300 @ 39.4000015258789"
## [1] "2013-03-19 00:00:00 XLB 300 @ 39.4000015258789"
## [1] "2013-04-01 00:00:00 XLB -300 @ 38.8400001525879"
## [1] "2013-04-01 00:00:00 XLB -300 @ 38.8400001525879"
## [1] "2013-04-02 00:00:00 XLB 300 @ 38.4599990844727"
## [1] "2013-04-02 00:00:00 XLB 300 @ 38.4599990844727"
## [1] "2013-04-10 00:00:00 XLB -300 @ 39.1500015258789"
## [1] "2013-04-10 00:00:00 XLB -300 @ 39.1500015258789"
## [1] "2013-04-15 00:00:00 XLB 300 @ 37.310001373291"
## [1] "2013-04-15 00:00:00 XLB 300 @ 37.310001373291"
## [1] "2013-04-23 00:00:00 XLB -300 @ 38.4500007629395"
## [1] "2013-04-23 00:00:00 XLB -300 @ 38.4500007629395"
## [1] "2013-05-02 00:00:00 XLB 300 @ 39.1300010681152"
## [1] "2013-05-02 00:00:00 XLB 300 @ 39.1300010681152"
## [1] "2013-05-06 00:00:00 XLB -300 @ 39.9300003051758"
## [1] "2013-05-06 00:00:00 XLB -300 @ 39.9300003051758"
## [1] "2013-05-14 00:00:00 XLB 300 @ 40.7799987792969"
## [1] "2013-05-14 00:00:00 XLB 300 @ 40.7799987792969"
## [1] "2013-05-15 00:00:00 XLB -300 @ 41.0099983215332"
## [1] "2013-05-15 00:00:00 XLB -300 @ 41.0099983215332"
## [1] "2013-05-23 00:00:00 XLB 300 @ 40.7099990844727"
## [1] "2013-05-23 00:00:00 XLB 300 @ 40.7099990844727"
## [1] "2013-05-29 00:00:00 XLB -300 @ 40.810001373291"
## [1] "2013-05-29 00:00:00 XLB -300 @ 40.810001373291"
## [1] "2013-06-03 00:00:00 XLB 300 @ 40.5"
## [1] "2013-06-03 00:00:00 XLB 300 @ 40.5"
## [1] "2013-06-11 00:00:00 XLB -300 @ 39.810001373291"
## [1] "2013-06-11 00:00:00 XLB -300 @ 39.810001373291"
## [1] "2013-06-12 00:00:00 XLB 300 @ 39.6100006103516"
## [1] "2013-06-12 00:00:00 XLB 300 @ 39.6100006103516"
## [1] "2013-06-14 00:00:00 XLB -300 @ 40.0499992370605"
## [1] "2013-06-14 00:00:00 XLB -300 @ 40.0499992370605"
## [1] "2013-06-21 00:00:00 XLB 300 @ 38.7900009155273"
## [1] "2013-06-21 00:00:00 XLB 300 @ 38.7900009155273"
## [1] "2013-07-08 00:00:00 XLB -300 @ 38.939998626709"
## [1] "2013-07-08 00:00:00 XLB -300 @ 38.939998626709"
## [1] "2013-07-25 00:00:00 XLB 300 @ 40.6399993896484"
## [1] "2013-07-25 00:00:00 XLB 300 @ 40.6399993896484"
## [1] "2013-07-30 00:00:00 XLB -300 @ 40.6199989318848"
## [1] "2013-07-30 00:00:00 XLB -300 @ 40.6199989318848"
## [1] "2013-08-01 00:00:00 XLB 300 @ 40.7799987792969"
## [1] "2013-08-01 00:00:00 XLB 300 @ 40.7799987792969"
## [1] "2013-08-02 00:00:00 XLB -300 @ 41.0099983215332"
## [1] "2013-08-02 00:00:00 XLB -300 @ 41.0099983215332"
## [1] "2013-08-07 00:00:00 XLB 300 @ 40.5400009155273"
## [1] "2013-08-07 00:00:00 XLB 300 @ 40.5400009155273"
## [1] "2013-08-09 00:00:00 XLB -300 @ 41.3800010681152"
## [1] "2013-08-09 00:00:00 XLB -300 @ 41.3800010681152"
## [1] "2013-08-16 00:00:00 XLB 300 @ 40.7599983215332"
## [1] "2013-08-16 00:00:00 XLB 300 @ 40.7599983215332"
## [1] "2013-08-23 00:00:00 XLB -300 @ 41.1699981689453"
## [1] "2013-08-23 00:00:00 XLB -300 @ 41.1699981689453"
## [1] "2013-08-28 00:00:00 XLB 300 @ 40.3699989318848"
## [1] "2013-08-28 00:00:00 XLB 300 @ 40.3699989318848"
## [1] "2013-09-04 00:00:00 XLB -300 @ 41.0499992370605"
## [1] "2013-09-04 00:00:00 XLB -300 @ 41.0499992370605"
## [1] "2013-09-23 00:00:00 XLB 300 @ 42.2999992370605"
## [1] "2013-09-23 00:00:00 XLB 300 @ 42.2999992370605"
## [1] "2013-09-27 00:00:00 XLB -300 @ 42.1599998474121"
## [1] "2013-09-27 00:00:00 XLB -300 @ 42.1599998474121"
## [1] "2013-09-30 00:00:00 XLB 300 @ 42.0099983215332"
## [1] "2013-09-30 00:00:00 XLB 300 @ 42.0099983215332"
## [1] "2013-10-07 00:00:00 XLB -300 @ 42.0299987792969"
## [1] "2013-10-07 00:00:00 XLB -300 @ 42.0299987792969"
## [1] "2013-10-09 00:00:00 XLB 300 @ 41.4199981689453"
## [1] "2013-10-09 00:00:00 XLB 300 @ 41.4199981689453"
## [1] "2013-10-11 00:00:00 XLB -300 @ 42.5499992370605"
## [1] "2013-10-11 00:00:00 XLB -300 @ 42.5499992370605"
## [1] "2013-10-31 00:00:00 XLB 300 @ 43.7700004577637"
## [1] "2013-10-31 00:00:00 XLB 300 @ 43.7700004577637"
## [1] "2013-11-07 00:00:00 XLB -300 @ 43.3800010681152"
## [1] "2013-11-07 00:00:00 XLB -300 @ 43.3800010681152"
## [1] "2013-11-08 00:00:00 XLB 300 @ 44.189998626709"
## [1] "2013-11-08 00:00:00 XLB 300 @ 44.189998626709"
## [1] "2013-11-11 00:00:00 XLB -300 @ 44.1699981689453"
## [1] "2013-11-11 00:00:00 XLB -300 @ 44.1699981689453"
## [1] "2013-11-21 00:00:00 XLB 300 @ 44.5099983215332"
## [1] "2013-11-21 00:00:00 XLB 300 @ 44.5099983215332"
## [1] "2013-11-25 00:00:00 XLB -300 @ 44.4599990844727"
## [1] "2013-11-25 00:00:00 XLB -300 @ 44.4599990844727"
## [1] "2013-11-27 00:00:00 XLB 300 @ 44.3800010681152"
## [1] "2013-11-27 00:00:00 XLB 300 @ 44.3800010681152"
## [1] "2013-12-09 00:00:00 XLB -300 @ 44.5"
## [1] "2013-12-09 00:00:00 XLB -300 @ 44.5"
## [1] "2013-12-12 00:00:00 XLB 300 @ 43.7799987792969"
## [1] "2013-12-12 00:00:00 XLB 300 @ 43.7799987792969"
## [1] "2013-12-17 00:00:00 XLB -300 @ 44.4599990844727"
## [1] "2013-12-17 00:00:00 XLB -300 @ 44.4599990844727"
## [1] "2014-01-03 00:00:00 XLB 300 @ 45.7400016784668"
## [1] "2014-01-03 00:00:00 XLB 300 @ 45.7400016784668"
## [1] "2014-01-16 00:00:00 XLB -300 @ 46.0400009155273"
## [1] "2014-01-16 00:00:00 XLB -300 @ 46.0400009155273"
## [1] "2014-01-23 00:00:00 XLB 300 @ 45.0800018310547"
## [1] "2014-01-23 00:00:00 XLB 300 @ 45.0800018310547"
## [1] "2014-01-31 00:00:00 XLB -300 @ 44.0400009155273"
## [1] "2014-01-31 00:00:00 XLB -300 @ 44.0400009155273"
## [1] "2014-02-04 00:00:00 XLB 300 @ 43.3899993896484"
## [1] "2014-02-04 00:00:00 XLB 300 @ 43.3899993896484"
## [1] "2014-02-07 00:00:00 XLB -300 @ 44.7000007629395"
## [1] "2014-02-07 00:00:00 XLB -300 @ 44.7000007629395"
## [1] "2014-03-12 00:00:00 XLB 300 @ 47.2400016784668"
## [1] "2014-03-12 00:00:00 XLB 300 @ 47.2400016784668"
## [1] "2014-03-18 00:00:00 XLB -300 @ 47.5499992370605"
## [1] "2014-03-18 00:00:00 XLB -300 @ 47.5499992370605"
## [1] "2014-03-25 00:00:00 XLB 300 @ 47.2599983215332"
## [1] "2014-03-25 00:00:00 XLB 300 @ 47.2599983215332"
## [1] "2014-04-01 00:00:00 XLB -300 @ 47.5400009155273"
## [1] "2014-04-01 00:00:00 XLB -300 @ 47.5400009155273"
## [1] "2014-04-07 00:00:00 XLB 300 @ 46.6500015258789"
## [1] "2014-04-07 00:00:00 XLB 300 @ 46.6500015258789"
## [1] "2014-04-10 00:00:00 XLB -300 @ 46.5900001525879"
## [1] "2014-04-10 00:00:00 XLB -300 @ 46.5900001525879"
## [1] "2014-04-11 00:00:00 XLB 300 @ 46.0299987792969"
## [1] "2014-04-11 00:00:00 XLB 300 @ 46.0299987792969"
## [1] "2014-04-17 00:00:00 XLB -300 @ 47.5200004577637"
## [1] "2014-04-17 00:00:00 XLB -300 @ 47.5200004577637"
## [1] "2014-04-25 00:00:00 XLB 300 @ 47.1599998474121"
## [1] "2014-04-25 00:00:00 XLB 300 @ 47.1599998474121"
## [1] "2014-05-01 00:00:00 XLB -300 @ 47.3699989318848"
## [1] "2014-05-01 00:00:00 XLB -300 @ 47.3699989318848"
## [1] "2014-05-16 00:00:00 XLB 300 @ 47.9000015258789"
## [1] "2014-05-16 00:00:00 XLB 300 @ 47.9000015258789"
## [1] "2014-05-23 00:00:00 XLB -300 @ 48.5800018310547"
## [1] "2014-05-23 00:00:00 XLB -300 @ 48.5800018310547"
## [1] "2014-06-12 00:00:00 XLB 300 @ 48.9599990844727"
## [1] "2014-06-12 00:00:00 XLB 300 @ 48.9599990844727"
## [1] "2014-06-19 00:00:00 XLB -300 @ 49.5699996948242"
## [1] "2014-06-19 00:00:00 XLB -300 @ 49.5699996948242"
## [1] "2014-06-25 00:00:00 XLB 300 @ 49.6300010681152"
## [1] "2014-06-25 00:00:00 XLB 300 @ 49.6300010681152"
## [1] "2014-07-02 00:00:00 XLB -300 @ 49.8199996948242"
## [1] "2014-07-02 00:00:00 XLB -300 @ 49.8199996948242"
## [1] "2014-07-09 00:00:00 XLB 300 @ 49.7599983215332"
## [1] "2014-07-09 00:00:00 XLB 300 @ 49.7599983215332"
## [1] "2014-07-17 00:00:00 XLB -300 @ 49.6300010681152"
## [1] "2014-07-17 00:00:00 XLB -300 @ 49.6300010681152"
## [1] "2014-07-30 00:00:00 XLB 300 @ 49.6199989318848"
## [1] "2014-07-30 00:00:00 XLB 300 @ 49.6199989318848"
## [1] "2014-08-13 00:00:00 XLB -300 @ 49.5800018310547"
## [1] "2014-08-13 00:00:00 XLB -300 @ 49.5800018310547"
## [1] "2014-08-25 00:00:00 XLB 300 @ 50.3600006103516"
## [1] "2014-08-25 00:00:00 XLB 300 @ 50.3600006103516"
## [1] "2014-08-27 00:00:00 XLB -300 @ 50.4099998474121"
## [1] "2014-08-27 00:00:00 XLB -300 @ 50.4099998474121"
## [1] "2014-09-03 00:00:00 XLB 300 @ 50.439998626709"
## [1] "2014-09-03 00:00:00 XLB 300 @ 50.439998626709"
## [1] "2014-09-08 00:00:00 XLB -300 @ 50.4599990844727"
## [1] "2014-09-08 00:00:00 XLB -300 @ 50.4599990844727"
## [1] "2014-09-10 00:00:00 XLB 300 @ 50.0499992370605"
## [1] "2014-09-10 00:00:00 XLB 300 @ 50.0499992370605"
## [1] "2014-09-17 00:00:00 XLB -300 @ 50.3499984741211"
## [1] "2014-09-17 00:00:00 XLB -300 @ 50.3499984741211"
## [1] "2014-09-24 00:00:00 XLB 300 @ 50.6800003051758"
## [1] "2014-09-24 00:00:00 XLB 300 @ 50.6800003051758"
## [1] "2014-09-25 00:00:00 XLB -300 @ 49.9099998474121"
## [1] "2014-09-25 00:00:00 XLB -300 @ 49.9099998474121"
## [1] "2014-09-26 00:00:00 XLB 300 @ 50.4000015258789"
## [1] "2014-09-26 00:00:00 XLB 300 @ 50.4000015258789"
## [1] "2014-10-17 00:00:00 XLB -300 @ 46.6199989318848"
## [1] "2014-10-17 00:00:00 XLB -300 @ 46.6199989318848"
## [1] "2014-10-28 00:00:00 XLB 300 @ 47.7400016784668"
## [1] "2014-10-28 00:00:00 XLB 300 @ 47.7400016784668"
## [1] "2014-11-03 00:00:00 XLB -300 @ 48.060001373291"
## [1] "2014-11-03 00:00:00 XLB -300 @ 48.060001373291"
## [1] "2014-11-05 00:00:00 XLB 300 @ 48.0200004577637"
## [1] "2014-11-05 00:00:00 XLB 300 @ 48.0200004577637"
## [1] "2014-11-07 00:00:00 XLB -300 @ 48.6399993896484"
## [1] "2014-11-07 00:00:00 XLB -300 @ 48.6399993896484"
## [1] "2014-12-01 00:00:00 XLB 300 @ 48.6500015258789"
## [1] "2014-12-01 00:00:00 XLB 300 @ 48.6500015258789"
## [1] "2014-12-04 00:00:00 XLB -300 @ 49.810001373291"
## [1] "2014-12-04 00:00:00 XLB -300 @ 49.810001373291"
## [1] "2014-12-09 00:00:00 XLB 300 @ 49.1100006103516"
## [1] "2014-12-09 00:00:00 XLB 300 @ 49.1100006103516"
## [1] "2014-12-18 00:00:00 XLB -300 @ 48.5299987792969"
## [1] "2014-12-18 00:00:00 XLB -300 @ 48.5299987792969"
## [1] "2015-01-02 00:00:00 XLB 300 @ 48.6500015258789"
## [1] "2015-01-02 00:00:00 XLB 300 @ 48.6500015258789"
## [1] "2015-01-09 00:00:00 XLB -300 @ 48.4000015258789"
## [1] "2015-01-09 00:00:00 XLB -300 @ 48.4000015258789"
## [1] "2015-01-14 00:00:00 XLB 300 @ 47.189998626709"
## [1] "2015-01-14 00:00:00 XLB 300 @ 47.189998626709"
## [1] "2015-01-20 00:00:00 XLB -300 @ 47.9300003051758"
## [1] "2015-01-20 00:00:00 XLB -300 @ 47.9300003051758"
## [1] "2015-01-29 00:00:00 XLB 300 @ 47.8800010681152"
## [1] "2015-01-29 00:00:00 XLB 300 @ 47.8800010681152"
## [1] "2015-02-03 00:00:00 XLB -300 @ 49.1800003051758"
## [1] "2015-02-03 00:00:00 XLB -300 @ 49.1800003051758"
## [1] "2015-02-27 00:00:00 XLB 300 @ 51.4900016784668"
## [1] "2015-02-27 00:00:00 XLB 300 @ 51.4900016784668"
## [1] "2015-03-31 00:00:00 XLB -300 @ 48.7799987792969"
## [1] "2015-03-31 00:00:00 XLB -300 @ 48.7799987792969"
## [1] "2015-04-20 00:00:00 XLB 300 @ 49.9799995422363"
## [1] "2015-04-20 00:00:00 XLB 300 @ 49.9799995422363"
## [1] "2015-04-27 00:00:00 XLB -300 @ 50.7000007629395"
## [1] "2015-04-27 00:00:00 XLB -300 @ 50.7000007629395"
## [1] "2015-05-01 00:00:00 XLB 300 @ 51.25"
## [1] "2015-05-01 00:00:00 XLB 300 @ 51.25"
## [1] "2015-05-04 00:00:00 XLB -300 @ 51.1100006103516"
## [1] "2015-05-04 00:00:00 XLB -300 @ 51.1100006103516"
## [1] "2015-05-06 00:00:00 XLB 300 @ 50.5400009155273"
## [1] "2015-05-06 00:00:00 XLB 300 @ 50.5400009155273"
## [1] "2015-05-11 00:00:00 XLB -300 @ 51.3300018310547"
## [1] "2015-05-11 00:00:00 XLB -300 @ 51.3300018310547"
## [1] "2015-05-13 00:00:00 XLB 300 @ 50.7299995422363"
## [1] "2015-05-13 00:00:00 XLB 300 @ 50.7299995422363"
## [1] "2015-05-15 00:00:00 XLB -300 @ 51.5099983215332"
## [1] "2015-05-15 00:00:00 XLB -300 @ 51.5099983215332"
## [1] "2015-05-20 00:00:00 XLB 300 @ 51"
## [1] "2015-05-20 00:00:00 XLB 300 @ 51"
## [1] "2015-06-04 00:00:00 XLB -300 @ 50.2400016784668"
## [1] "2015-06-04 00:00:00 XLB -300 @ 50.2400016784668"
## [1] "2015-06-05 00:00:00 XLB 300 @ 50.0099983215332"
## [1] "2015-06-05 00:00:00 XLB 300 @ 50.0099983215332"
## [1] "2015-06-11 00:00:00 XLB -300 @ 50.5"
## [1] "2015-06-11 00:00:00 XLB -300 @ 50.5"
## [1] "2015-06-16 00:00:00 XLB 300 @ 50.1500015258789"
## [1] "2015-06-16 00:00:00 XLB 300 @ 50.1500015258789"
## [1] "2015-06-18 00:00:00 XLB -300 @ 50.7799987792969"
## [1] "2015-06-18 00:00:00 XLB -300 @ 50.7799987792969"
## [1] "2015-06-25 00:00:00 XLB 300 @ 49.5800018310547"
## [1] "2015-06-25 00:00:00 XLB 300 @ 49.5800018310547"
## [1] "2015-07-14 00:00:00 XLB -300 @ 48.4900016784668"
## [1] "2015-07-14 00:00:00 XLB -300 @ 48.4900016784668"
## [1] "2015-07-20 00:00:00 XLB 300 @ 47.2599983215332"
## [1] "2015-07-20 00:00:00 XLB 300 @ 47.2599983215332"
## [1] "2015-07-30 00:00:00 XLB -300 @ 46.0699996948242"
## [1] "2015-07-30 00:00:00 XLB -300 @ 46.0699996948242"
## [1] "2015-08-04 00:00:00 XLB 300 @ 45.7900009155273"
## [1] "2015-08-04 00:00:00 XLB 300 @ 45.7900009155273"
## [1] "2015-08-06 00:00:00 XLB -300 @ 45.8600006103516"
## [1] "2015-08-06 00:00:00 XLB -300 @ 45.8600006103516"
## [1] "2015-08-10 00:00:00 XLB 300 @ 46.3300018310547"
## [1] "2015-08-10 00:00:00 XLB 300 @ 46.3300018310547"
## [1] "2015-08-11 00:00:00 XLB -300 @ 45.4700012207031"
## [1] "2015-08-11 00:00:00 XLB -300 @ 45.4700012207031"
## [1] "2015-08-20 00:00:00 XLB 300 @ 44.2700004577637"
## [1] "2015-08-20 00:00:00 XLB 300 @ 44.2700004577637"
## [1] "2015-08-28 00:00:00 XLB -300 @ 43.5999984741211"
## [1] "2015-08-28 00:00:00 XLB -300 @ 43.5999984741211"
## [1] "2015-09-02 00:00:00 XLB 300 @ 42.6399993896484"
## [1] "2015-09-02 00:00:00 XLB 300 @ 42.6399993896484"
## [1] "2015-09-17 00:00:00 XLB -300 @ 43.0200004577637"
## [1] "2015-09-17 00:00:00 XLB -300 @ 43.0200004577637"
## [1] "2015-09-21 00:00:00 XLB 300 @ 42.0200004577637"
## [1] "2015-09-21 00:00:00 XLB 300 @ 42.0200004577637"
## [1] "2015-10-01 00:00:00 XLB -300 @ 40.3699989318848"
## [1] "2015-10-01 00:00:00 XLB -300 @ 40.3699989318848"
## [1] "2015-10-20 00:00:00 XLB 300 @ 43.8499984741211"
## [1] "2015-10-20 00:00:00 XLB 300 @ 43.8499984741211"
## [1] "2015-10-23 00:00:00 XLB -300 @ 45.0200004577637"
## [1] "2015-10-23 00:00:00 XLB -300 @ 45.0200004577637"
## [1] "2015-11-06 00:00:00 XLB 300 @ 45.3300018310547"
## [1] "2015-11-06 00:00:00 XLB 300 @ 45.3300018310547"
## [1] "2015-11-17 00:00:00 XLB -300 @ 44.9199981689453"
## [1] "2015-11-17 00:00:00 XLB -300 @ 44.9199981689453"
## [1] "2015-12-03 00:00:00 XLB 300 @ 45.0299987792969"
## [1] "2015-12-03 00:00:00 XLB 300 @ 45.0299987792969"
## [1] "2015-12-24 00:00:00 XLB -300 @ 44.1100006103516"
## [1] "2015-12-24 00:00:00 XLB -300 @ 44.1100006103516"
## [1] "2016-01-04 00:00:00 XLB 300 @ 42.7400016784668"
## [1] "2016-01-04 00:00:00 XLB 300 @ 42.7400016784668"
## [1] "2016-01-25 00:00:00 XLB -300 @ 37.2799987792969"
## [1] "2016-01-25 00:00:00 XLB -300 @ 37.2799987792969"
## [1] "2016-01-26 00:00:00 XLB 300 @ 37.9199981689453"
## [1] "2016-01-26 00:00:00 XLB 300 @ 37.9199981689453"
## [1] "2016-02-01 00:00:00 XLB -300 @ 38.9300003051758"
## [1] "2016-02-01 00:00:00 XLB -300 @ 38.9300003051758"
## [1] "2016-02-09 00:00:00 XLB 300 @ 40.0299987792969"
## [1] "2016-02-09 00:00:00 XLB 300 @ 40.0299987792969"
## [1] "2016-02-17 00:00:00 XLB -300 @ 41.3499984741211"
## [1] "2016-02-17 00:00:00 XLB -300 @ 41.3499984741211"
## [1] "2016-02-24 00:00:00 XLB 300 @ 40.9300003051758"
## [1] "2016-02-24 00:00:00 XLB 300 @ 40.9300003051758"
## [1] "2016-02-26 00:00:00 XLB -300 @ 42.060001373291"
## [1] "2016-02-26 00:00:00 XLB -300 @ 42.060001373291"
## [1] "2016-03-24 00:00:00 XLB 300 @ 44.5499992370605"
## [1] "2016-03-24 00:00:00 XLB 300 @ 44.5499992370605"
## [1] "2016-03-30 00:00:00 XLB -300 @ 45.189998626709"
## [1] "2016-03-30 00:00:00 XLB -300 @ 45.189998626709"
## [1] "2016-04-05 00:00:00 XLB 300 @ 44.3699989318848"
## [1] "2016-04-05 00:00:00 XLB 300 @ 44.3699989318848"
## [1] "2016-04-13 00:00:00 XLB -300 @ 45.7900009155273"
## [1] "2016-04-13 00:00:00 XLB -300 @ 45.7900009155273"
## [1] "2016-05-02 00:00:00 XLB 300 @ 47.2700004577637"
## [1] "2016-05-02 00:00:00 XLB 300 @ 47.2700004577637"
## [1] "2016-05-11 00:00:00 XLB -300 @ 46.2000007629395"
## [1] "2016-05-11 00:00:00 XLB -300 @ 46.2000007629395"
## [1] "2016-05-16 00:00:00 XLB 300 @ 46.7400016784668"
## [1] "2016-05-16 00:00:00 XLB 300 @ 46.7400016784668"
## [1] "2016-05-17 00:00:00 XLB -300 @ 46.5"
## [1] "2016-05-17 00:00:00 XLB -300 @ 46.5"
## [1] "2016-05-19 00:00:00 XLB 300 @ 45.9500007629395"
## [1] "2016-05-19 00:00:00 XLB 300 @ 45.9500007629395"
## [1] "2016-05-24 00:00:00 XLB -300 @ 47.1300010681152"
## [1] "2016-05-24 00:00:00 XLB -300 @ 47.1300010681152"
## [1] "2016-06-01 00:00:00 XLB 300 @ 47"
## [1] "2016-06-01 00:00:00 XLB 300 @ 47"
## [1] "2016-06-03 00:00:00 XLB -300 @ 47.6599998474121"
## [1] "2016-06-03 00:00:00 XLB -300 @ 47.6599998474121"
## [1] "2016-06-13 00:00:00 XLB 300 @ 47.2099990844727"
## [1] "2016-06-13 00:00:00 XLB 300 @ 47.2099990844727"
## [1] "2016-06-21 00:00:00 XLB -300 @ 47.3400001525879"
## [1] "2016-06-21 00:00:00 XLB -300 @ 47.3400001525879"
## [1] "2016-06-27 00:00:00 XLB 300 @ 44.4700012207031"
## [1] "2016-06-27 00:00:00 XLB 300 @ 44.4700012207031"
## [1] "2016-07-01 00:00:00 XLB -300 @ 46.3600006103516"
## [1] "2016-07-01 00:00:00 XLB -300 @ 46.3600006103516"
## [1] "2016-07-06 00:00:00 XLB 300 @ 45.7000007629395"
## [1] "2016-07-06 00:00:00 XLB 300 @ 45.7000007629395"
## [1] "2016-07-11 00:00:00 XLB -300 @ 47.189998626709"
## [1] "2016-07-11 00:00:00 XLB -300 @ 47.189998626709"
## [1] "2016-07-22 00:00:00 XLB 300 @ 48.6599998474121"
## [1] "2016-07-22 00:00:00 XLB 300 @ 48.6599998474121"
## [1] "2016-07-27 00:00:00 XLB -300 @ 49.0099983215332"
## [1] "2016-07-27 00:00:00 XLB -300 @ 49.0099983215332"
## [1] "2016-08-01 00:00:00 XLB 300 @ 48.4199981689453"
## [1] "2016-08-01 00:00:00 XLB 300 @ 48.4199981689453"
## [1] "2016-08-05 00:00:00 XLB -300 @ 48.7700004577637"
## [1] "2016-08-05 00:00:00 XLB -300 @ 48.7700004577637"
## [1] "2016-08-15 00:00:00 XLB 300 @ 48.9099998474121"
## [1] "2016-08-15 00:00:00 XLB 300 @ 48.9099998474121"
## [1] "2016-08-19 00:00:00 XLB -300 @ 48.9900016784668"
## [1] "2016-08-19 00:00:00 XLB -300 @ 48.9900016784668"
## [1] "2016-08-25 00:00:00 XLB 300 @ 49.0099983215332"
## [1] "2016-08-25 00:00:00 XLB 300 @ 49.0099983215332"
## [1] "2016-08-30 00:00:00 XLB -300 @ 49.0499992370605"
## [1] "2016-08-30 00:00:00 XLB -300 @ 49.0499992370605"
## [1] "2016-09-01 00:00:00 XLB 300 @ 48.7599983215332"
## [1] "2016-09-01 00:00:00 XLB 300 @ 48.7599983215332"
## [1] "2016-09-06 00:00:00 XLB -300 @ 49.1399993896484"
## [1] "2016-09-06 00:00:00 XLB -300 @ 49.1399993896484"
## [1] "2016-09-09 00:00:00 XLB 300 @ 47.439998626709"
## [1] "2016-09-09 00:00:00 XLB 300 @ 47.439998626709"
## [1] "2016-09-22 00:00:00 XLB -300 @ 47.5499992370605"
## [1] "2016-09-22 00:00:00 XLB -300 @ 47.5499992370605"
## [1] "2016-09-27 00:00:00 XLB 300 @ 47.2299995422363"
## [1] "2016-09-27 00:00:00 XLB 300 @ 47.2299995422363"
## [1] "2016-09-29 00:00:00 XLB -300 @ 47.4000015258789"
## [1] "2016-09-29 00:00:00 XLB -300 @ 47.4000015258789"
## [1] "2016-10-05 00:00:00 XLB 300 @ 47.3600006103516"
## [1] "2016-10-05 00:00:00 XLB 300 @ 47.3600006103516"
## [1] "2016-10-07 00:00:00 XLB -300 @ 46.8600006103516"
## [1] "2016-10-07 00:00:00 XLB -300 @ 46.8600006103516"
## [1] "2016-10-10 00:00:00 XLB 300 @ 47.1399993896484"
## [1] "2016-10-10 00:00:00 XLB 300 @ 47.1399993896484"
## [1] "2016-10-19 00:00:00 XLB -300 @ 47.1199989318848"
## [1] "2016-10-19 00:00:00 XLB -300 @ 47.1199989318848"
## [1] "2016-10-26 00:00:00 XLB 300 @ 46.6699981689453"
## [1] "2016-10-26 00:00:00 XLB 300 @ 46.6699981689453"
## [1] "2016-11-08 00:00:00 XLB -300 @ 47.2599983215332"
## [1] "2016-11-08 00:00:00 XLB -300 @ 47.2599983215332"
## [1] "2016-12-15 00:00:00 XLB 300 @ 50.9099998474121"
## [1] "2016-12-15 00:00:00 XLB 300 @ 50.9099998474121"
## [1] "2016-12-28 00:00:00 XLB -300 @ 50.0299987792969"
## [1] "2016-12-28 00:00:00 XLB -300 @ 50.0299987792969"
## [1] "2016-12-29 00:00:00 XLB 300 @ 50.0299987792969"
## [1] "2016-12-29 00:00:00 XLB 300 @ 50.0299987792969"
## [1] "2017-01-05 00:00:00 XLB -300 @ 50.5699996948242"
## [1] "2017-01-05 00:00:00 XLB -300 @ 50.5699996948242"
## [1] "2017-01-18 00:00:00 XLB 300 @ 50.9599990844727"
## [1] "2017-01-18 00:00:00 XLB 300 @ 50.9599990844727"
## [1] "2017-01-19 00:00:00 XLB -300 @ 50.6399993896484"
## [1] "2017-01-19 00:00:00 XLB -300 @ 50.6399993896484"
## [1] "2017-01-31 00:00:00 XLB 300 @ 51.9599990844727"
## [1] "2017-01-31 00:00:00 XLB 300 @ 51.9599990844727"
## [1] "2017-02-13 00:00:00 XLB -300 @ 52.5299987792969"
## [1] "2017-02-13 00:00:00 XLB -300 @ 52.5299987792969"
## [1] "2017-02-21 00:00:00 XLB 300 @ 52.4700012207031"
## [1] "2017-02-21 00:00:00 XLB 300 @ 52.4700012207031"
## [1] "2017-02-23 00:00:00 XLB -300 @ 52.3199996948242"
## [1] "2017-02-23 00:00:00 XLB -300 @ 52.3199996948242"
## [1] "2017-02-24 00:00:00 XLB 300 @ 52.4300003051758"
## [1] "2017-02-24 00:00:00 XLB 300 @ 52.4300003051758"
## [1] "2017-03-02 00:00:00 XLB -300 @ 52.7000007629395"
## [1] "2017-03-02 00:00:00 XLB -300 @ 52.7000007629395"
## [1] "2017-03-07 00:00:00 XLB 300 @ 52.0299987792969"
## [1] "2017-03-07 00:00:00 XLB 300 @ 52.0299987792969"
## [1] "2017-03-14 00:00:00 XLB -300 @ 51.810001373291"
## [1] "2017-03-14 00:00:00 XLB -300 @ 51.810001373291"
## [1] "2017-03-15 00:00:00 XLB 300 @ 52.6399993896484"
## [1] "2017-03-15 00:00:00 XLB 300 @ 52.6399993896484"
## [1] "2017-03-16 00:00:00 XLB -300 @ 52.2799987792969"
## [1] "2017-03-16 00:00:00 XLB -300 @ 52.2799987792969"
## [1] "2017-03-22 00:00:00 XLB 300 @ 51.9000015258789"
## [1] "2017-03-22 00:00:00 XLB 300 @ 51.9000015258789"
## [1] "2017-03-29 00:00:00 XLB -300 @ 52.4099998474121"
## [1] "2017-03-29 00:00:00 XLB -300 @ 52.4099998474121"
## [1] "2017-04-04 00:00:00 XLB 300 @ 52.4000015258789"
## [1] "2017-04-04 00:00:00 XLB 300 @ 52.4000015258789"
## [1] "2017-04-07 00:00:00 XLB -300 @ 52.5900001525879"
## [1] "2017-04-07 00:00:00 XLB -300 @ 52.5900001525879"
## [1] "2017-04-12 00:00:00 XLB 300 @ 51.810001373291"
## [1] "2017-04-12 00:00:00 XLB 300 @ 51.810001373291"
## [1] "2017-04-21 00:00:00 XLB -300 @ 52.2000007629395"
## [1] "2017-04-21 00:00:00 XLB -300 @ 52.2000007629395"
## [1] "2017-05-01 00:00:00 XLB 300 @ 53.0999984741211"
## [1] "2017-05-01 00:00:00 XLB 300 @ 53.0999984741211"
## [1] "2017-05-08 00:00:00 XLB -300 @ 53.0499992370605"
## [1] "2017-05-08 00:00:00 XLB -300 @ 53.0499992370605"
## [1] "2017-05-10 00:00:00 XLB 300 @ 52.8199996948242"
## [1] "2017-05-10 00:00:00 XLB 300 @ 52.8199996948242"
## [1] "2017-05-16 00:00:00 XLB -300 @ 53.0800018310547"
## [1] "2017-05-16 00:00:00 XLB -300 @ 53.0800018310547"
## [1] "2017-05-18 00:00:00 XLB 300 @ 51.9900016784668"
## [1] "2017-05-18 00:00:00 XLB 300 @ 51.9900016784668"
## [1] "2017-05-24 00:00:00 XLB -300 @ 52.8899993896484"
## [1] "2017-05-24 00:00:00 XLB -300 @ 52.8899993896484"
## [1] "2017-06-16 00:00:00 XLB 300 @ 54.0200004577637"
## [1] "2017-06-16 00:00:00 XLB 300 @ 54.0200004577637"
## [1] "2017-06-27 00:00:00 XLB -300 @ 53.6800003051758"
## [1] "2017-06-27 00:00:00 XLB -300 @ 53.6800003051758"
## [1] "2017-06-28 00:00:00 XLB 300 @ 54.1699981689453"
## [1] "2017-06-28 00:00:00 XLB 300 @ 54.1699981689453"
## [1] "2017-06-29 00:00:00 XLB -300 @ 53.5200004577637"
## [1] "2017-06-29 00:00:00 XLB -300 @ 53.5200004577637"
## [1] "2017-06-30 00:00:00 XLB 300 @ 53.810001373291"
## [1] "2017-06-30 00:00:00 XLB 300 @ 53.810001373291"
## [1] "2017-07-05 00:00:00 XLB -300 @ 54.0999984741211"
## [1] "2017-07-05 00:00:00 XLB -300 @ 54.0999984741211"
## [1] "2017-07-28 00:00:00 XLB 300 @ 55.060001373291"
## [1] "2017-07-28 00:00:00 XLB 300 @ 55.060001373291"
## [1] "2017-08-17 00:00:00 XLB -300 @ 53.689998626709"
## [1] "2017-08-17 00:00:00 XLB -300 @ 53.689998626709"
## [1] "2017-08-18 00:00:00 XLB 300 @ 53.7099990844727"
## [1] "2017-08-18 00:00:00 XLB 300 @ 53.7099990844727"
## [1] "2017-08-23 00:00:00 XLB -300 @ 54.3600006103516"
## [1] "2017-08-23 00:00:00 XLB -300 @ 54.3600006103516"
## [1] "2017-08-30 00:00:00 XLB 300 @ 54.6500015258789"
## [1] "2017-08-30 00:00:00 XLB 300 @ 54.6500015258789"
## [1] "2017-08-31 00:00:00 XLB -300 @ 55.0699996948242"
## [1] "2017-08-31 00:00:00 XLB -300 @ 55.0699996948242"
## [1] "2017-09-25 00:00:00 XLB 300 @ 56.6500015258789"
## [1] "2017-09-25 00:00:00 XLB 300 @ 56.6500015258789"
## [1] "2017-09-29 00:00:00 XLB -300 @ 56.7999992370605"
## [1] "2017-09-29 00:00:00 XLB -300 @ 56.7999992370605"
## [1] "2017-10-19 00:00:00 XLB 300 @ 58.2400016784668"
## [1] "2017-10-19 00:00:00 XLB 300 @ 58.2400016784668"
## [1] "2017-10-23 00:00:00 XLB -300 @ 58.6300010681152"
## [1] "2017-10-23 00:00:00 XLB -300 @ 58.6300010681152"
## [1] "2017-11-06 00:00:00 XLB 300 @ 58.5800018310547"
## [1] "2017-11-06 00:00:00 XLB 300 @ 58.5800018310547"
## [1] "2017-11-20 00:00:00 XLB -300 @ 58.3899993896484"
## [1] "2017-11-20 00:00:00 XLB -300 @ 58.3899993896484"
## [1] "2017-12-07 00:00:00 XLB 300 @ 59.4300003051758"
## [1] "2017-12-07 00:00:00 XLB 300 @ 59.4300003051758"
## [1] "2017-12-12 00:00:00 XLB -300 @ 59.5200004577637"
## [1] "2017-12-12 00:00:00 XLB -300 @ 59.5200004577637"
## [1] "2017-12-15 00:00:00 XLB 300 @ 59.0800018310547"
## [1] "2017-12-15 00:00:00 XLB 300 @ 59.0800018310547"
## [1] "2017-12-19 00:00:00 XLB -300 @ 59.8800010681152"
## [1] "2017-12-19 00:00:00 XLB -300 @ 59.8800010681152"
## [1] "2018-01-11 00:00:00 XLB 300 @ 63.2900009155273"
## [1] "2018-01-11 00:00:00 XLB 300 @ 63.2900009155273"
## [1] "2018-01-12 00:00:00 XLB -300 @ 63.3899993896484"
## [1] "2018-01-12 00:00:00 XLB -300 @ 63.3899993896484"
## [1] "2018-01-17 00:00:00 XLB 300 @ 62.939998626709"
## [1] "2018-01-17 00:00:00 XLB 300 @ 62.939998626709"
## [1] "2018-01-22 00:00:00 XLB -300 @ 63.1300010681152"
## [1] "2018-01-22 00:00:00 XLB -300 @ 63.1300010681152"
## [1] "2018-01-30 00:00:00 XLB 300 @ 62.9000015258789"
## [1] "2018-01-30 00:00:00 XLB 300 @ 62.9000015258789"
## [1] "2018-02-13 00:00:00 XLB -300 @ 59.4500007629395"
## [1] "2018-02-13 00:00:00 XLB -300 @ 59.4500007629395"
## [1] "2018-02-22 00:00:00 XLB 300 @ 60.4000015258789"
## [1] "2018-02-22 00:00:00 XLB 300 @ 60.4000015258789"
## [1] "2018-02-26 00:00:00 XLB -300 @ 61.560001373291"
## [1] "2018-02-26 00:00:00 XLB -300 @ 61.560001373291"
## [1] "2018-03-01 00:00:00 XLB 300 @ 59.0200004577637"
## [1] "2018-03-01 00:00:00 XLB 300 @ 59.0200004577637"
## [1] "2018-03-07 00:00:00 XLB -300 @ 60.1800003051758"
## [1] "2018-03-07 00:00:00 XLB -300 @ 60.1800003051758"
## [1] "2018-03-15 00:00:00 XLB 300 @ 59.3800010681152"
## [1] "2018-03-15 00:00:00 XLB 300 @ 59.3800010681152"
## [1] "2018-04-05 00:00:00 XLB -300 @ 57.9199981689453"
## [1] "2018-04-05 00:00:00 XLB -300 @ 57.9199981689453"
## [1] "2018-04-23 00:00:00 XLB 300 @ 58.8300018310547"
## [1] "2018-04-23 00:00:00 XLB 300 @ 58.8300018310547"
## [1] "2018-05-07 00:00:00 XLB -300 @ 57.7799987792969"
## [1] "2018-05-07 00:00:00 XLB -300 @ 57.7799987792969"
## [1] "2018-05-24 00:00:00 XLB 300 @ 59.3300018310547"
## [1] "2018-05-24 00:00:00 XLB 300 @ 59.3300018310547"
## [1] "2018-06-04 00:00:00 XLB -300 @ 59.4099998474121"
## [1] "2018-06-04 00:00:00 XLB -300 @ 59.4099998474121"
## [1] "2018-06-14 00:00:00 XLB 300 @ 60.4300003051758"
## [1] "2018-06-14 00:00:00 XLB 300 @ 60.4300003051758"
## [1] "2018-07-02 00:00:00 XLB -300 @ 57.7599983215332"
## [1] "2018-07-02 00:00:00 XLB -300 @ 57.7599983215332"
## [1] "2018-07-05 00:00:00 XLB 300 @ 58.1599998474121"
## [1] "2018-07-05 00:00:00 XLB 300 @ 58.1599998474121"
## [1] "2018-07-06 00:00:00 XLB -300 @ 58.4500007629395"
## [1] "2018-07-06 00:00:00 XLB -300 @ 58.4500007629395"
## [1] "2018-07-17 00:00:00 XLB 300 @ 58.8699989318848"
## [1] "2018-07-17 00:00:00 XLB 300 @ 58.8699989318848"
## [1] "2018-07-18 00:00:00 XLB -300 @ 58.3199996948242"
## [1] "2018-07-18 00:00:00 XLB -300 @ 58.3199996948242"
## [1] "2018-07-24 00:00:00 XLB 300 @ 58.7200012207031"
## [1] "2018-07-24 00:00:00 XLB 300 @ 58.7200012207031"
## [1] "2018-07-25 00:00:00 XLB -300 @ 59.1800003051758"
## [1] "2018-07-25 00:00:00 XLB -300 @ 59.1800003051758"
## [1] "2018-08-03 00:00:00 XLB 300 @ 59.2900009155273"
## [1] "2018-08-03 00:00:00 XLB 300 @ 59.2900009155273"
## [1] "2018-08-08 00:00:00 XLB -300 @ 59.2200012207031"
## [1] "2018-08-08 00:00:00 XLB -300 @ 59.2200012207031"
## [1] "2018-08-13 00:00:00 XLB 300 @ 58.0900001525879"
## [1] "2018-08-13 00:00:00 XLB 300 @ 58.0900001525879"
## [1] "2018-08-21 00:00:00 XLB -300 @ 59.0699996948242"
## [1] "2018-08-21 00:00:00 XLB -300 @ 59.0699996948242"
## [1] "2018-08-24 00:00:00 XLB 300 @ 59.1300010681152"
## [1] "2018-08-24 00:00:00 XLB 300 @ 59.1300010681152"
## [1] "2018-08-27 00:00:00 XLB -300 @ 59.939998626709"
## [1] "2018-08-27 00:00:00 XLB -300 @ 59.939998626709"
## [1] "2018-09-04 00:00:00 XLB 300 @ 58.8600006103516"
## [1] "2018-09-04 00:00:00 XLB 300 @ 58.8600006103516"
## [1] "2018-09-14 00:00:00 XLB -300 @ 59.4099998474121"
## [1] "2018-09-14 00:00:00 XLB -300 @ 59.4099998474121"
## [1] "2018-09-25 00:00:00 XLB 300 @ 59.4000015258789"
## [1] "2018-09-25 00:00:00 XLB 300 @ 59.4000015258789"
## [1] "2018-10-03 00:00:00 XLB -300 @ 58.3400001525879"
## [1] "2018-10-03 00:00:00 XLB -300 @ 58.3400001525879"
## [1] "2018-10-05 00:00:00 XLB 300 @ 57.6399993896484"
## [1] "2018-10-05 00:00:00 XLB 300 @ 57.6399993896484"
## [1] "2018-10-17 00:00:00 XLB -300 @ 54.0900001525879"
## [1] "2018-10-17 00:00:00 XLB -300 @ 54.0900001525879"
## [1] "2018-10-19 00:00:00 XLB 300 @ 53.0999984741211"
## [1] "2018-10-19 00:00:00 XLB 300 @ 53.0999984741211"
## [1] "2018-10-31 00:00:00 XLB -300 @ 52.6100006103516"
## [1] "2018-10-31 00:00:00 XLB -300 @ 52.6100006103516"
## [1] "2018-11-13 00:00:00 XLB 300 @ 54.0099983215332"
## [1] "2018-11-13 00:00:00 XLB 300 @ 54.0099983215332"
## [1] "2018-11-16 00:00:00 XLB -300 @ 55.2400016784668"
## [1] "2018-11-16 00:00:00 XLB -300 @ 55.2400016784668"
## [1] "2018-11-21 00:00:00 XLB 300 @ 53.8899993896484"
## [1] "2018-11-21 00:00:00 XLB 300 @ 53.8899993896484"
## [1] "2018-11-30 00:00:00 XLB -300 @ 54.6100006103516"
## [1] "2018-11-30 00:00:00 XLB -300 @ 54.6100006103516"
## [1] "2018-12-06 00:00:00 XLB 300 @ 53.189998626709"
## [1] "2018-12-06 00:00:00 XLB 300 @ 53.189998626709"
## [1] "2018-12-28 00:00:00 XLB -300 @ 50.0999984741211"
## [1] "2018-12-28 00:00:00 XLB -300 @ 50.0999984741211"
## [1] "2019-01-04 00:00:00 XLB 300 @ 51.2799987792969"
## [1] "2019-01-04 00:00:00 XLB 300 @ 51.2799987792969"
## [1] "2019-01-07 00:00:00 XLB -300 @ 51.4599990844727"
## [1] "2019-01-07 00:00:00 XLB -300 @ 51.4599990844727"
## [1] "2019-01-15 00:00:00 XLB 300 @ 51.5299987792969"
## [1] "2019-01-15 00:00:00 XLB 300 @ 51.5299987792969"
## [1] "2019-01-18 00:00:00 XLB -300 @ 53.5099983215332"
## [1] "2019-01-18 00:00:00 XLB -300 @ 53.5099983215332"
## [1] "2019-01-25 00:00:00 XLB 300 @ 53.1199989318848"
## [1] "2019-01-25 00:00:00 XLB 300 @ 53.1199989318848"
## [1] "2019-01-28 00:00:00 XLB -300 @ 53.0400009155273"
## [1] "2019-01-28 00:00:00 XLB -300 @ 53.0400009155273"
## [1] "2019-02-08 00:00:00 XLB 300 @ 52.7000007629395"
## [1] "2019-02-08 00:00:00 XLB 300 @ 52.7000007629395"
## [1] "2019-02-13 00:00:00 XLB -300 @ 54.0299987792969"
## [1] "2019-02-13 00:00:00 XLB -300 @ 54.0299987792969"
## [1] "2019-03-01 00:00:00 XLB 300 @ 54.9799995422363"
## [1] "2019-03-01 00:00:00 XLB 300 @ 54.9799995422363"
## [1] "2019-03-12 00:00:00 XLB -300 @ 55.7200012207031"
## [1] "2019-03-12 00:00:00 XLB -300 @ 55.7200012207031"
## [1] "2019-03-18 00:00:00 XLB 300 @ 55.5299987792969"
## [1] "2019-03-18 00:00:00 XLB 300 @ 55.5299987792969"
## [1] "2019-03-22 00:00:00 XLB -300 @ 54.3300018310547"
## [1] "2019-03-22 00:00:00 XLB -300 @ 54.3300018310547"
## [1] "2019-03-25 00:00:00 XLB 300 @ 54.2299995422363"
## [1] "2019-03-25 00:00:00 XLB 300 @ 54.2299995422363"
## [1] "2019-03-29 00:00:00 XLB -300 @ 55.5"
## [1] "2019-03-29 00:00:00 XLB -300 @ 55.5"
## [1] "2019-04-10 00:00:00 XLB 300 @ 57.3899993896484"
## [1] "2019-04-10 00:00:00 XLB 300 @ 57.3899993896484"
## [1] "2019-04-15 00:00:00 XLB -300 @ 57.8499984741211"
## [1] "2019-04-15 00:00:00 XLB -300 @ 57.8499984741211"
## [1] "2019-04-23 00:00:00 XLB 300 @ 57.689998626709"
## [1] "2019-04-23 00:00:00 XLB 300 @ 57.689998626709"
## [1] "2019-05-01 00:00:00 XLB -300 @ 56.4099998474121"
## [1] "2019-05-01 00:00:00 XLB -300 @ 56.4099998474121"
## [1] "2019-05-02 00:00:00 XLB 300 @ 56.1199989318848"
## [1] "2019-05-02 00:00:00 XLB 300 @ 56.1199989318848"
## [1] "2019-05-17 00:00:00 XLB -300 @ 54.6500015258789"
## [1] "2019-05-17 00:00:00 XLB -300 @ 54.6500015258789"
## [1] "2019-05-21 00:00:00 XLB 300 @ 54.7000007629395"
## [1] "2019-05-21 00:00:00 XLB 300 @ 54.7000007629395"
## [1] "2019-06-04 00:00:00 XLB -300 @ 55.939998626709"
## [1] "2019-06-04 00:00:00 XLB -300 @ 55.939998626709"
## [1] "2019-06-18 00:00:00 XLB 300 @ 57.7900009155273"
## [1] "2019-06-18 00:00:00 XLB 300 @ 57.7900009155273"
## [1] "2019-06-21 00:00:00 XLB -300 @ 57.6699981689453"
## [1] "2019-06-21 00:00:00 XLB -300 @ 57.6699981689453"
## [1] "2019-07-09 00:00:00 XLB 300 @ 57.6699981689453"
## [1] "2019-07-09 00:00:00 XLB 300 @ 57.6699981689453"
## [1] "2019-07-15 00:00:00 XLB -300 @ 58.4099998474121"
## [1] "2019-07-15 00:00:00 XLB -300 @ 58.4099998474121"
## [1] "2019-07-18 00:00:00 XLB 300 @ 58.2799987792969"
## [1] "2019-07-18 00:00:00 XLB 300 @ 58.2799987792969"
## [1] "2019-07-24 00:00:00 XLB -300 @ 59.4199981689453"
## [1] "2019-07-24 00:00:00 XLB -300 @ 59.4199981689453"
## [1] "2019-07-30 00:00:00 XLB 300 @ 59.25"
## [1] "2019-07-30 00:00:00 XLB 300 @ 59.25"
## [1] "2019-07-31 00:00:00 XLB -300 @ 58.3400001525879"
## [1] "2019-07-31 00:00:00 XLB -300 @ 58.3400001525879"
## [1] "2019-08-01 00:00:00 XLB 300 @ 58.0099983215332"
## [1] "2019-08-01 00:00:00 XLB 300 @ 58.0099983215332"
## [1] "2019-08-09 00:00:00 XLB -300 @ 57.7299995422363"
## [1] "2019-08-09 00:00:00 XLB -300 @ 57.7299995422363"
## [1] "2019-08-13 00:00:00 XLB 300 @ 57.439998626709"
## [1] "2019-08-13 00:00:00 XLB 300 @ 57.439998626709"
## [1] "2019-08-20 00:00:00 XLB -300 @ 56.4000015258789"
## [1] "2019-08-20 00:00:00 XLB -300 @ 56.4000015258789"
## [1] "2019-08-26 00:00:00 XLB 300 @ 55.1300010681152"
## [1] "2019-08-26 00:00:00 XLB 300 @ 55.1300010681152"
## [1] "2019-08-29 00:00:00 XLB -300 @ 56.310001373291"
## [1] "2019-08-29 00:00:00 XLB -300 @ 56.310001373291"
## [1] "2019-09-23 00:00:00 XLB 300 @ 58.2000007629395"
## [1] "2019-09-23 00:00:00 XLB 300 @ 58.2000007629395"
## [1] "2019-10-01 00:00:00 XLB -300 @ 56.8300018310547"
## [1] "2019-10-01 00:00:00 XLB -300 @ 56.8300018310547"
## [1] "2019-10-02 00:00:00 XLB 300 @ 55.810001373291"
## [1] "2019-10-02 00:00:00 XLB 300 @ 55.810001373291"
## [1] "2019-10-11 00:00:00 XLB -300 @ 57.3499984741211"
## [1] "2019-10-11 00:00:00 XLB -300 @ 57.3499984741211"
## [1] "2019-10-22 00:00:00 XLB 300 @ 57.0900001525879"
## [1] "2019-10-22 00:00:00 XLB 300 @ 57.0900001525879"
## [1] "2019-10-25 00:00:00 XLB -300 @ 58.2599983215332"
## [1] "2019-10-25 00:00:00 XLB -300 @ 58.2599983215332"
## [1] "2019-11-01 00:00:00 XLB 300 @ 59.0099983215332"
## [1] "2019-11-01 00:00:00 XLB 300 @ 59.0099983215332"
## [1] "2019-11-04 00:00:00 XLB -300 @ 59.4700012207031"
## [1] "2019-11-04 00:00:00 XLB -300 @ 59.4700012207031"
## [1] "2019-11-20 00:00:00 XLB 300 @ 59.3300018310547"
## [1] "2019-11-20 00:00:00 XLB 300 @ 59.3300018310547"
## [1] "2019-11-26 00:00:00 XLB -300 @ 60.0200004577637"
## [1] "2019-11-26 00:00:00 XLB -300 @ 60.0200004577637"
## [1] "2019-12-03 00:00:00 XLB 300 @ 59.060001373291"
## [1] "2019-12-03 00:00:00 XLB 300 @ 59.060001373291"
## [1] "2019-12-09 00:00:00 XLB -300 @ 59.9799995422363"
## [1] "2019-12-09 00:00:00 XLB -300 @ 59.9799995422363"
## [1] "2019-12-31 00:00:00 XLB 300 @ 61.4199981689453"
## [1] "2019-12-31 00:00:00 XLB 300 @ 61.4199981689453"
## [1] "2020-01-02 00:00:00 XLB -300 @ 60.7000007629395"
## [1] "2020-01-02 00:00:00 XLB -300 @ 60.7000007629395"
## [1] "2020-01-03 00:00:00 XLB 300 @ 59.7200012207031"
## [1] "2020-01-03 00:00:00 XLB 300 @ 59.7200012207031"
## [1] "2020-01-10 00:00:00 XLB -300 @ 59.5800018310547"
## [1] "2020-01-10 00:00:00 XLB -300 @ 59.5800018310547"
## [1] "2020-01-23 00:00:00 XLB 300 @ 60.1699981689453"
## [1] "2020-01-23 00:00:00 XLB 300 @ 60.1699981689453"
## [1] "2020-02-05 00:00:00 XLB -300 @ 60.9900016784668"
## [1] "2020-02-05 00:00:00 XLB -300 @ 60.9900016784668"
## [1] "2020-02-19 00:00:00 XLB 300 @ 60.5200004577637"
## [1] "2020-02-19 00:00:00 XLB 300 @ 60.5200004577637"
## [1] "2020-02-21 00:00:00 XLB -300 @ 60.3400001525879"
## [1] "2020-02-21 00:00:00 XLB -300 @ 60.3400001525879"
## [1] "2020-02-24 00:00:00 XLB 300 @ 58.6399993896484"
## [1] "2020-02-24 00:00:00 XLB 300 @ 58.6399993896484"
## [1] "2020-03-05 00:00:00 XLB -300 @ 54.9599990844727"
## [1] "2020-03-05 00:00:00 XLB -300 @ 54.9599990844727"
## [1] "2020-03-09 00:00:00 XLB 300 @ 48.5200004577637"
## [1] "2020-03-09 00:00:00 XLB 300 @ 48.5200004577637"
## [1] "2020-03-25 00:00:00 XLB -300 @ 43.8600006103516"
## [1] "2020-03-25 00:00:00 XLB -300 @ 43.8600006103516"
## [1] "2020-04-02 00:00:00 XLB 300 @ 43.6599998474121"
## [1] "2020-04-02 00:00:00 XLB 300 @ 43.6599998474121"
## [1] "2020-04-07 00:00:00 XLB -300 @ 47"
## [1] "2020-04-07 00:00:00 XLB -300 @ 47"
## [1] "2020-04-16 00:00:00 XLB 300 @ 48.3199996948242"
## [1] "2020-04-16 00:00:00 XLB 300 @ 48.3199996948242"
## [1] "2020-04-20 00:00:00 XLB -300 @ 49.0200004577637"
## [1] "2020-04-20 00:00:00 XLB -300 @ 49.0200004577637"
## [1] "2020-04-22 00:00:00 XLB 300 @ 48.75"
## [1] "2020-04-22 00:00:00 XLB 300 @ 48.75"
## [1] "2020-04-27 00:00:00 XLB -300 @ 51.189998626709"
## [1] "2020-04-27 00:00:00 XLB -300 @ 51.189998626709"
## [1] "2020-05-04 00:00:00 XLB 300 @ 50.9700012207031"
## [1] "2020-05-04 00:00:00 XLB 300 @ 50.9700012207031"
## [1] "2020-05-11 00:00:00 XLB -300 @ 51.6800003051758"
## [1] "2020-05-11 00:00:00 XLB -300 @ 51.6800003051758"
## [1] "2020-05-13 00:00:00 XLB 300 @ 49.8199996948242"
## [1] "2020-05-13 00:00:00 XLB 300 @ 49.8199996948242"
## [1] "2020-05-19 00:00:00 XLB -300 @ 52.6800003051758"
## [1] "2020-05-19 00:00:00 XLB -300 @ 52.6800003051758"
## [1] "2020-06-11 00:00:00 XLB 300 @ 53.9900016784668"
## [1] "2020-06-11 00:00:00 XLB 300 @ 53.9900016784668"
## [1] "2020-06-17 00:00:00 XLB -300 @ 56.310001373291"
## [1] "2020-06-17 00:00:00 XLB -300 @ 56.310001373291"
## [1] "2020-06-23 00:00:00 XLB 300 @ 56.2099990844727"
## [1] "2020-06-23 00:00:00 XLB 300 @ 56.2099990844727"
## [1] "2020-07-01 00:00:00 XLB -300 @ 56.4700012207031"
## [1] "2020-07-01 00:00:00 XLB -300 @ 56.4700012207031"
## [1] "2020-07-10 00:00:00 XLB 300 @ 57.9900016784668"
## [1] "2020-07-10 00:00:00 XLB 300 @ 57.9900016784668"
## [1] "2020-07-15 00:00:00 XLB -300 @ 60.4500007629395"
## [1] "2020-07-15 00:00:00 XLB -300 @ 60.4500007629395"
## [1] "2020-07-29 00:00:00 XLB 300 @ 61.4900016784668"
## [1] "2020-07-29 00:00:00 XLB 300 @ 61.4900016784668"
## [1] "2020-08-05 00:00:00 XLB -300 @ 61.7599983215332"
## [1] "2020-08-05 00:00:00 XLB -300 @ 61.7599983215332"
## [1] "2020-08-20 00:00:00 XLB 300 @ 62.25"
## [1] "2020-08-20 00:00:00 XLB 300 @ 62.25"
## [1] "2020-08-25 00:00:00 XLB -300 @ 62.7299995422363"
## [1] "2020-08-25 00:00:00 XLB -300 @ 62.7299995422363"
## [1] "2020-09-09 00:00:00 XLB 300 @ 64.8600006103516"
## [1] "2020-09-09 00:00:00 XLB 300 @ 64.8600006103516"
## [1] "2020-09-14 00:00:00 XLB -300 @ 66.0100021362305"
## [1] "2020-09-14 00:00:00 XLB -300 @ 66.0100021362305"
## [1] "2020-09-21 00:00:00 XLB 300 @ 63.2099990844727"
## [1] "2020-09-21 00:00:00 XLB 300 @ 63.2099990844727"
## [1] "2020-09-29 00:00:00 XLB -300 @ 63"
## [1] "2020-09-29 00:00:00 XLB -300 @ 63"
## [1] "2020-10-20 00:00:00 XLB 300 @ 65.6500015258789"
## [1] "2020-10-20 00:00:00 XLB 300 @ 65.6500015258789"
## [1] "2020-10-26 00:00:00 XLB -300 @ 64.3499984741211"
## [1] "2020-10-26 00:00:00 XLB -300 @ 64.3499984741211"
## [1] "2020-10-27 00:00:00 XLB 300 @ 63.7400016784668"
## [1] "2020-10-27 00:00:00 XLB 300 @ 63.7400016784668"
## [1] "2020-11-03 00:00:00 XLB -300 @ 66.3000030517578"
## [1] "2020-11-03 00:00:00 XLB -300 @ 66.3000030517578"
## [1] "2020-11-13 00:00:00 XLB 300 @ 69.0100021362305"
## [1] "2020-11-13 00:00:00 XLB 300 @ 69.0100021362305"
## [1] "2020-11-17 00:00:00 XLB -300 @ 70.1100006103516"
## [1] "2020-11-17 00:00:00 XLB -300 @ 70.1100006103516"
## [1] "2020-12-04 00:00:00 XLB 300 @ 71.7799987792969"
## [1] "2020-12-04 00:00:00 XLB 300 @ 71.7799987792969"
## [1] "2020-12-07 00:00:00 XLB -300 @ 71.3099975585938"
## [1] "2020-12-07 00:00:00 XLB -300 @ 71.3099975585938"
## [1] "2020-12-11 00:00:00 XLB 300 @ 70.9000015258789"
## [1] "2020-12-11 00:00:00 XLB 300 @ 70.9000015258789"
## [1] "2020-12-18 00:00:00 XLB -300 @ 72.2099990844727"
## [1] "2020-12-18 00:00:00 XLB -300 @ 72.2099990844727"
## [1] "2020-12-23 00:00:00 XLB 300 @ 71.129997253418"
## [1] "2020-12-23 00:00:00 XLB 300 @ 71.129997253418"
## [1] "2020-12-28 00:00:00 XLB -300 @ 71.3000030517578"
## [1] "2020-12-28 00:00:00 XLB -300 @ 71.3000030517578"
## [1] "2020-12-30 00:00:00 XLB 300 @ 72.1100006103516"
## [1] "2020-12-30 00:00:00 XLB 300 @ 72.1100006103516"
## [1] "2020-12-31 00:00:00 XLB -300 @ 72.3899993896484"
## [1] "2020-12-31 00:00:00 XLB -300 @ 72.3899993896484"
## [1] "2021-01-19 00:00:00 XLB 300 @ 75.5999984741211"
## [1] "2021-01-19 00:00:00 XLB 300 @ 75.5999984741211"
## [1] "2021-02-03 00:00:00 XLB -300 @ 72.5500030517578"
## [1] "2021-02-03 00:00:00 XLB -300 @ 72.5500030517578"
## [1] "2021-02-19 00:00:00 XLB 300 @ 75.0500030517578"
## [1] "2021-02-19 00:00:00 XLB 300 @ 75.0500030517578"
## [1] "2021-02-22 00:00:00 XLB -300 @ 75.3399963378906"
## [1] "2021-02-22 00:00:00 XLB -300 @ 75.3399963378906"
## [1] "2021-02-26 00:00:00 XLB 300 @ 73.5500030517578"
## [1] "2021-02-26 00:00:00 XLB 300 @ 73.5500030517578"
## [1] "2021-03-03 00:00:00 XLB -300 @ 75.0800018310547"
## [1] "2021-03-03 00:00:00 XLB -300 @ 75.0800018310547"
## [1] "2021-03-05 00:00:00 XLB 300 @ 75.3099975585938"
## [1] "2021-03-05 00:00:00 XLB 300 @ 75.3099975585938"
## [1] "2021-03-09 00:00:00 XLB -300 @ 76.7900009155273"
## [1] "2021-03-09 00:00:00 XLB -300 @ 76.7900009155273"
## [1] "2021-03-17 00:00:00 XLB 300 @ 78.8300018310547"
## [1] "2021-03-17 00:00:00 XLB 300 @ 78.8300018310547"
## [1] "2021-03-18 00:00:00 XLB -300 @ 78.3899993896484"
## [1] "2021-03-18 00:00:00 XLB -300 @ 78.3899993896484"
## [1] "2021-03-22 00:00:00 XLB 300 @ 77.7200012207031"
## [1] "2021-03-22 00:00:00 XLB 300 @ 77.7200012207031"
## [1] "2021-03-26 00:00:00 XLB -300 @ 79.6900024414062"
## [1] "2021-03-26 00:00:00 XLB -300 @ 79.6900024414062"
## [1] "2021-04-08 00:00:00 XLB 300 @ 79.3600006103516"
## [1] "2021-04-08 00:00:00 XLB 300 @ 79.3600006103516"
## [1] "2021-04-12 00:00:00 XLB -300 @ 80.3300018310547"
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## [1] "2024-04-10 00:00:00 XLB -300 @ 91.6100006103516"
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## [1] "2024-04-11 00:00:00 XLB 300 @ 91.5400009155273"
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## [1] "2024-04-26 00:00:00 XLB -300 @ 89.5199966430664"
## [1] "2024-05-01 00:00:00 XLB 300 @ 89.0899963378906"
## [1] "2024-05-01 00:00:00 XLB 300 @ 89.0899963378906"
## [1] "2024-05-06 00:00:00 XLB -300 @ 90.0699996948242"
## [1] "2024-05-06 00:00:00 XLB -300 @ 90.0699996948242"
## [1] "2024-05-17 00:00:00 XLB 300 @ 92.1500015258789"
## [1] "2024-05-17 00:00:00 XLB 300 @ 92.1500015258789"
## [1] "2024-05-20 00:00:00 XLB -300 @ 92.2799987792969"
## [1] "2024-05-20 00:00:00 XLB -300 @ 92.2799987792969"
## [1] "2024-05-23 00:00:00 XLB 300 @ 90.5699996948242"
## [1] "2024-05-23 00:00:00 XLB 300 @ 90.5699996948242"
## [1] "2024-06-03 00:00:00 XLB -300 @ 90.9899978637695"
## [1] "2024-06-03 00:00:00 XLB -300 @ 90.9899978637695"
## [1] "2024-06-05 00:00:00 XLB 300 @ 90.5999984741211"
## [1] "2024-06-05 00:00:00 XLB 300 @ 90.5999984741211"
## [1] "2024-06-25 00:00:00 XLB -300 @ 88.6500015258789"
## [1] "2024-06-25 00:00:00 XLB -300 @ 88.6500015258789"
## [1] "2024-06-26 00:00:00 XLB 300 @ 88.5899963378906"
## [1] "2024-06-26 00:00:00 XLB 300 @ 88.5899963378906"
## [1] "2024-07-08 00:00:00 XLB -300 @ 88.1600036621094"
## [1] "2024-07-08 00:00:00 XLB -300 @ 88.1600036621094"
## [1] "2024-07-10 00:00:00 XLB 300 @ 88.4300003051758"
## [1] "2024-07-10 00:00:00 XLB 300 @ 88.4300003051758"
## [1] "2024-07-11 00:00:00 XLB -300 @ 89.6399993896484"
## [1] "2024-07-11 00:00:00 XLB -300 @ 89.6399993896484"
## [1] "2024-07-22 00:00:00 XLB 300 @ 90.4100036621094"
## [1] "2024-07-22 00:00:00 XLB 300 @ 90.4100036621094"
## [1] "2024-07-29 00:00:00 XLB -300 @ 91.4899978637695"
## [1] "2024-07-29 00:00:00 XLB -300 @ 91.4899978637695"
## [1] "2024-08-05 00:00:00 XLB 300 @ 88.0299987792969"
## [1] "2024-08-05 00:00:00 XLB 300 @ 88.0299987792969"
## [1] "2024-08-14 00:00:00 XLB -300 @ 89.0500030517578"
## [1] "2024-08-14 00:00:00 XLB -300 @ 89.0500030517578"
## [1] "2024-09-04 00:00:00 XLB 300 @ 91.7600021362305"
## [1] "2024-09-04 00:00:00 XLB 300 @ 91.7600021362305"
## [1] "2024-09-13 00:00:00 XLB -300 @ 92.6900024414062"
## [1] "2024-09-13 00:00:00 XLB -300 @ 92.6900024414062"
## [1] "2024-10-03 00:00:00 XLB 300 @ 94.7099990844727"
## [1] "2024-10-03 00:00:00 XLB 300 @ 94.7099990844727"
## [1] "2024-10-11 00:00:00 XLB -300 @ 95.8899993896484"
## [1] "2024-10-11 00:00:00 XLB -300 @ 95.8899993896484"
## [1] "2024-10-23 00:00:00 XLB 300 @ 95.7300033569336"
## [1] "2024-10-23 00:00:00 XLB 300 @ 95.7300033569336"
## [1] "2024-11-07 00:00:00 XLB -300 @ 95.3399963378906"
## [1] "2024-11-07 00:00:00 XLB -300 @ 95.3399963378906"
## [1] "2024-11-12 00:00:00 XLB 300 @ 92.4599990844727"
## [1] "2024-11-12 00:00:00 XLB 300 @ 92.4599990844727"
## [1] "2024-11-21 00:00:00 XLB -300 @ 93.5699996948242"
## [1] "2024-11-21 00:00:00 XLB -300 @ 93.5699996948242"
## [1] "2024-12-05 00:00:00 XLB 300 @ 92.2699966430664"
## [1] "2024-12-05 00:00:00 XLB 300 @ 92.2699966430664"
## [1] "2025-01-10 00:00:00 XLB -300 @ 83.3000030517578"
## [1] "2025-01-10 00:00:00 XLB -300 @ 83.3000030517578"
## [1] "2025-01-13 00:00:00 XLB 300 @ 85.1600036621094"
## [1] "2025-01-13 00:00:00 XLB 300 @ 85.1600036621094"
## [1] "2025-01-14 00:00:00 XLB -300 @ 86.2200012207031"
## [1] "2025-01-14 00:00:00 XLB -300 @ 86.2200012207031"
## [1] "2025-01-29 00:00:00 XLB 300 @ 88.5999984741211"
## [1] "2025-01-29 00:00:00 XLB 300 @ 88.5999984741211"
## [1] "2025-01-31 00:00:00 XLB -300 @ 88.7900009155273"
## [1] "2025-01-31 00:00:00 XLB -300 @ 88.7900009155273"
## [1] "2025-02-10 00:00:00 XLB 300 @ 88.7399978637695"
## [1] "2025-02-10 00:00:00 XLB 300 @ 88.7399978637695"
## [1] "2025-02-12 00:00:00 XLB -300 @ 88.620002746582"
## [1] "2025-02-12 00:00:00 XLB -300 @ 88.620002746582"
## [1] "2025-02-24 00:00:00 XLB 300 @ 87.9700012207031"
## [1] "2025-02-24 00:00:00 XLB 300 @ 87.9700012207031"
## [1] "2025-03-17 00:00:00 XLB -300 @ 87.0599975585938"
## [1] "2025-03-17 00:00:00 XLB -300 @ 87.0599975585938"
## [1] "2025-03-24 00:00:00 XLB 300 @ 86.5400009155273"
## [1] "2025-03-24 00:00:00 XLB 300 @ 86.5400009155273"
## [1] "2025-03-27 00:00:00 XLB -300 @ 86.6399993896484"
## [1] "2025-03-27 00:00:00 XLB -300 @ 86.6399993896484"
## [1] "2025-03-31 00:00:00 XLB 300 @ 85.9800033569336"
## [1] "2025-03-31 00:00:00 XLB 300 @ 85.9800033569336"
## [1] "2025-04-03 00:00:00 XLB -300 @ 83.0800018310547"
## [1] "2025-04-03 00:00:00 XLB -300 @ 83.0800018310547"
## [1] "2025-04-04 00:00:00 XLB 300 @ 77.879997253418"
## [1] "2025-04-04 00:00:00 XLB 300 @ 77.879997253418"
## [1] "2025-04-10 00:00:00 XLB -300 @ 78.1800003051758"
## [1] "2025-04-10 00:00:00 XLB -300 @ 78.1800003051758"
## [1] "2025-04-22 00:00:00 XLB 300 @ 81.379997253418"
## [1] "2025-04-22 00:00:00 XLB 300 @ 81.379997253418"
## [1] "2025-04-23 00:00:00 XLB -300 @ 81.4800033569336"
## [1] "2025-04-23 00:00:00 XLB -300 @ 81.4800033569336"
## [1] "2025-05-07 00:00:00 XLB 300 @ 83.2300033569336"
## [1] "2025-05-07 00:00:00 XLB 300 @ 83.2300033569336"
## [1] "2025-05-09 00:00:00 XLB -300 @ 84.5599975585938"
## [1] "2025-05-09 00:00:00 XLB -300 @ 84.5599975585938"
## [1] "2025-05-22 00:00:00 XLB 300 @ 85.870002746582"
## [1] "2025-05-22 00:00:00 XLB 300 @ 85.870002746582"
## [1] "2025-05-28 00:00:00 XLB -300 @ 86.0100021362305"
## [1] "2025-05-28 00:00:00 XLB -300 @ 86.0100021362305"
## [1] "2025-06-16 00:00:00 XLB 300 @ 88.120002746582"
## [1] "2025-06-16 00:00:00 XLB 300 @ 88.120002746582"
## [1] "2025-06-25 00:00:00 XLB -300 @ 86.8199996948242"
## [1] "2025-06-25 00:00:00 XLB -300 @ 86.8199996948242"
## [1] "1998-12-30 00:00:00 XLE -300 @ 23.375"
## [1] "1999-01-04 00:00:00 XLE 300 @ 23.328125"
## [1] "1999-01-04 00:00:00 XLE 300 @ 23.328125"
## [1] "1999-01-07 00:00:00 XLE -300 @ 23.859375"
## [1] "1999-01-07 00:00:00 XLE -300 @ 23.859375"
## [1] "1999-01-12 00:00:00 XLE 300 @ 23.15625"
## [1] "1999-01-12 00:00:00 XLE 300 @ 23.15625"
## [1] "1999-02-04 00:00:00 XLE -300 @ 22.25"
## [1] "1999-02-04 00:00:00 XLE -300 @ 22.25"
## [1] "1999-02-12 00:00:00 XLE 300 @ 22.15625"
## [1] "1999-02-12 00:00:00 XLE 300 @ 22.15625"
## [1] "1999-03-04 00:00:00 XLE -300 @ 22.4375"
## [1] "1999-03-04 00:00:00 XLE -300 @ 22.4375"
## [1] "1999-03-24 00:00:00 XLE 300 @ 24.375"
## [1] "1999-03-24 00:00:00 XLE 300 @ 24.375"
## [1] "1999-03-29 00:00:00 XLE -300 @ 25.4375"
## [1] "1999-03-29 00:00:00 XLE -300 @ 25.4375"
## [1] "1999-04-01 00:00:00 XLE 300 @ 24.5625"
## [1] "1999-04-01 00:00:00 XLE 300 @ 24.5625"
## [1] "1999-04-06 00:00:00 XLE -300 @ 24.90625"
## [1] "1999-04-06 00:00:00 XLE -300 @ 24.90625"
## [1] "1999-04-08 00:00:00 XLE 300 @ 24.90625"
## [1] "1999-04-08 00:00:00 XLE 300 @ 24.90625"
## [1] "1999-04-12 00:00:00 XLE -300 @ 25.5625"
## [1] "1999-04-12 00:00:00 XLE -300 @ 25.5625"
## [1] "1999-04-15 00:00:00 XLE 300 @ 26.3125"
## [1] "1999-04-15 00:00:00 XLE 300 @ 26.3125"
## [1] "1999-04-16 00:00:00 XLE -300 @ 27.140625"
## [1] "1999-04-16 00:00:00 XLE -300 @ 27.140625"
## [1] "1999-04-22 00:00:00 XLE 300 @ 27.09375"
## [1] "1999-04-22 00:00:00 XLE 300 @ 27.09375"
## [1] "1999-04-29 00:00:00 XLE -300 @ 28.71875"
## [1] "1999-04-29 00:00:00 XLE -300 @ 28.71875"
## [1] "1999-05-11 00:00:00 XLE 300 @ 28.40625"
## [1] "1999-05-11 00:00:00 XLE 300 @ 28.40625"
## [1] "1999-05-21 00:00:00 XLE -300 @ 28.1875"
## [1] "1999-05-21 00:00:00 XLE -300 @ 28.1875"
## [1] "1999-05-26 00:00:00 XLE 300 @ 28.1875"
## [1] "1999-05-26 00:00:00 XLE 300 @ 28.1875"
## [1] "1999-05-27 00:00:00 XLE -300 @ 27.34375"
## [1] "1999-05-27 00:00:00 XLE -300 @ 27.34375"
## [1] "1999-06-22 00:00:00 XLE 300 @ 27.90625"
## [1] "1999-06-22 00:00:00 XLE 300 @ 27.90625"
## [1] "1999-07-01 00:00:00 XLE -300 @ 28.265625"
## [1] "1999-07-01 00:00:00 XLE -300 @ 28.265625"
## [1] "1999-07-20 00:00:00 XLE 300 @ 28.25"
## [1] "1999-07-20 00:00:00 XLE 300 @ 28.25"
## [1] "1999-07-29 00:00:00 XLE -300 @ 27.984375"
## [1] "1999-07-29 00:00:00 XLE -300 @ 27.984375"
## [1] "1999-08-17 00:00:00 XLE 300 @ 29.765625"
## [1] "1999-08-17 00:00:00 XLE 300 @ 29.765625"
## [1] "1999-08-23 00:00:00 XLE -300 @ 30"
## [1] "1999-08-23 00:00:00 XLE -300 @ 30"
## [1] "1999-08-26 00:00:00 XLE 300 @ 28.90625"
## [1] "1999-08-26 00:00:00 XLE 300 @ 28.90625"
## [1] "1999-09-08 00:00:00 XLE -300 @ 29.46875"
## [1] "1999-09-08 00:00:00 XLE -300 @ 29.46875"
## [1] "1999-09-14 00:00:00 XLE 300 @ 29.234375"
## [1] "1999-09-14 00:00:00 XLE 300 @ 29.234375"
## [1] "1999-10-01 00:00:00 XLE -300 @ 27.34375"
## [1] "1999-10-01 00:00:00 XLE -300 @ 27.34375"
## [1] "1999-10-05 00:00:00 XLE 300 @ 26.4375"
## [1] "1999-10-05 00:00:00 XLE 300 @ 26.4375"
## [1] "1999-10-14 00:00:00 XLE -300 @ 26.71875"
## [1] "1999-10-14 00:00:00 XLE -300 @ 26.71875"
## [1] "1999-10-18 00:00:00 XLE 300 @ 26.375"
## [1] "1999-10-18 00:00:00 XLE 300 @ 26.375"
## [1] "1999-10-21 00:00:00 XLE -300 @ 27.125"
## [1] "1999-10-21 00:00:00 XLE -300 @ 27.125"
## [1] "1999-10-27 00:00:00 XLE 300 @ 26.71875"
## [1] "1999-10-27 00:00:00 XLE 300 @ 26.71875"
## [1] "1999-11-01 00:00:00 XLE -300 @ 27.015625"
## [1] "1999-11-01 00:00:00 XLE -300 @ 27.015625"
## [1] "1999-11-03 00:00:00 XLE 300 @ 26.625"
## [1] "1999-11-03 00:00:00 XLE 300 @ 26.625"
## [1] "1999-11-10 00:00:00 XLE -300 @ 27.6875"
## [1] "1999-11-10 00:00:00 XLE -300 @ 27.6875"
## [1] "1999-11-22 00:00:00 XLE 300 @ 27.890625"
## [1] "1999-11-22 00:00:00 XLE 300 @ 27.890625"
## [1] "1999-12-02 00:00:00 XLE -300 @ 27.25"
## [1] "1999-12-02 00:00:00 XLE -300 @ 27.25"
## [1] "1999-12-07 00:00:00 XLE 300 @ 26.59375"
## [1] "1999-12-07 00:00:00 XLE 300 @ 26.59375"
## [1] "1999-12-10 00:00:00 XLE -300 @ 26.3125"
## [1] "1999-12-10 00:00:00 XLE -300 @ 26.3125"
## [1] "1999-12-13 00:00:00 XLE 300 @ 26.46875"
## [1] "1999-12-13 00:00:00 XLE 300 @ 26.46875"
## [1] "1999-12-16 00:00:00 XLE -300 @ 27.203125"
## [1] "1999-12-16 00:00:00 XLE -300 @ 27.203125"
## [1] "1999-12-21 00:00:00 XLE 300 @ 26.484375"
## [1] "1999-12-21 00:00:00 XLE 300 @ 26.484375"
## [1] "1999-12-27 00:00:00 XLE -300 @ 26.90625"
## [1] "1999-12-27 00:00:00 XLE -300 @ 26.90625"
## [1] "2000-01-04 00:00:00 XLE 300 @ 26.0625"
## [1] "2000-01-04 00:00:00 XLE 300 @ 26.0625"
## [1] "2000-01-07 00:00:00 XLE -300 @ 28.078125"
## [1] "2000-01-07 00:00:00 XLE -300 @ 28.078125"
## [1] "2000-01-25 00:00:00 XLE 300 @ 28"
## [1] "2000-01-25 00:00:00 XLE 300 @ 28"
## [1] "2000-02-03 00:00:00 XLE -300 @ 27.09375"
## [1] "2000-02-03 00:00:00 XLE -300 @ 27.09375"
## [1] "2000-02-04 00:00:00 XLE 300 @ 26.3125"
## [1] "2000-02-04 00:00:00 XLE 300 @ 26.3125"
## [1] "2000-02-16 00:00:00 XLE -300 @ 27.34375"
## [1] "2000-02-16 00:00:00 XLE -300 @ 27.34375"
## [1] "2000-02-22 00:00:00 XLE 300 @ 26.28125"
## [1] "2000-02-22 00:00:00 XLE 300 @ 26.28125"
## [1] "2000-03-01 00:00:00 XLE -300 @ 26.8125"
## [1] "2000-03-01 00:00:00 XLE -300 @ 26.8125"
## [1] "2000-03-14 00:00:00 XLE 300 @ 27.6875"
## [1] "2000-03-14 00:00:00 XLE 300 @ 27.6875"
## [1] "2000-03-17 00:00:00 XLE -300 @ 27.78125"
## [1] "2000-03-17 00:00:00 XLE -300 @ 27.78125"
## [1] "2000-03-21 00:00:00 XLE 300 @ 28.21875"
## [1] "2000-03-21 00:00:00 XLE 300 @ 28.21875"
## [1] "2000-03-28 00:00:00 XLE -300 @ 28"
## [1] "2000-03-28 00:00:00 XLE -300 @ 28"
## [1] "2000-04-06 00:00:00 XLE 300 @ 29.3125"
## [1] "2000-04-06 00:00:00 XLE 300 @ 29.3125"
## [1] "2000-04-13 00:00:00 XLE -300 @ 29.125"
## [1] "2000-04-13 00:00:00 XLE -300 @ 29.125"
## [1] "2000-04-17 00:00:00 XLE 300 @ 27.8125"
## [1] "2000-04-17 00:00:00 XLE 300 @ 27.8125"
## [1] "2000-04-20 00:00:00 XLE -300 @ 28.609375"
## [1] "2000-04-20 00:00:00 XLE -300 @ 28.609375"
## [1] "2000-05-01 00:00:00 XLE 300 @ 29.34375"
## [1] "2000-05-01 00:00:00 XLE 300 @ 29.34375"
## [1] "2000-05-03 00:00:00 XLE -300 @ 29"
## [1] "2000-05-03 00:00:00 XLE -300 @ 29"
## [1] "2000-05-04 00:00:00 XLE 300 @ 29.75"
## [1] "2000-05-04 00:00:00 XLE 300 @ 29.75"
## [1] "2000-05-08 00:00:00 XLE -300 @ 30.4375"
## [1] "2000-05-08 00:00:00 XLE -300 @ 30.4375"
## [1] "2000-05-23 00:00:00 XLE 300 @ 31.421875"
## [1] "2000-05-23 00:00:00 XLE 300 @ 31.421875"
## [1] "2000-05-31 00:00:00 XLE -300 @ 32.265625"
## [1] "2000-05-31 00:00:00 XLE -300 @ 32.265625"
## [1] "2000-06-05 00:00:00 XLE 300 @ 30.4375"
## [1] "2000-06-05 00:00:00 XLE 300 @ 30.4375"
## [1] "2000-06-07 00:00:00 XLE -300 @ 31.21875"
## [1] "2000-06-07 00:00:00 XLE -300 @ 31.21875"
## [1] "2000-06-16 00:00:00 XLE 300 @ 31.75"
## [1] "2000-06-16 00:00:00 XLE 300 @ 31.75"
## [1] "2000-06-22 00:00:00 XLE -300 @ 31.03125"
## [1] "2000-06-22 00:00:00 XLE -300 @ 31.03125"
## [1] "2000-06-23 00:00:00 XLE 300 @ 31.421875"
## [1] "2000-06-23 00:00:00 XLE 300 @ 31.421875"
## [1] "2000-07-12 00:00:00 XLE -300 @ 30.5"
## [1] "2000-07-12 00:00:00 XLE -300 @ 30.5"
## [1] "2000-07-17 00:00:00 XLE 300 @ 29.609375"
## [1] "2000-07-17 00:00:00 XLE 300 @ 29.609375"
## [1] "2000-07-28 00:00:00 XLE -300 @ 29.375"
## [1] "2000-07-28 00:00:00 XLE -300 @ 29.375"
## [1] "2000-08-31 00:00:00 XLE 300 @ 32.375"
## [1] "2000-08-31 00:00:00 XLE 300 @ 32.375"
## [1] "2000-09-05 00:00:00 XLE -300 @ 32.703125"
## [1] "2000-09-05 00:00:00 XLE -300 @ 32.703125"
## [1] "2000-09-11 00:00:00 XLE 300 @ 33.921875"
## [1] "2000-09-11 00:00:00 XLE 300 @ 33.921875"
## [1] "2000-09-12 00:00:00 XLE -300 @ 33.875"
## [1] "2000-09-12 00:00:00 XLE -300 @ 33.875"
## [1] "2000-09-15 00:00:00 XLE 300 @ 33.9375"
## [1] "2000-09-15 00:00:00 XLE 300 @ 33.9375"
## [1] "2000-09-18 00:00:00 XLE -300 @ 34"
## [1] "2000-09-18 00:00:00 XLE -300 @ 34"
## [1] "2000-09-20 00:00:00 XLE 300 @ 32.4375"
## [1] "2000-09-20 00:00:00 XLE 300 @ 32.4375"
## [1] "2000-09-28 00:00:00 XLE -300 @ 32.734375"
## [1] "2000-09-28 00:00:00 XLE -300 @ 32.734375"
## [1] "2000-10-05 00:00:00 XLE 300 @ 32.390625"
## [1] "2000-10-05 00:00:00 XLE 300 @ 32.390625"
## [1] "2000-10-10 00:00:00 XLE -300 @ 33.484375"
## [1] "2000-10-10 00:00:00 XLE -300 @ 33.484375"
## [1] "2000-10-16 00:00:00 XLE 300 @ 32.6875"
## [1] "2000-10-16 00:00:00 XLE 300 @ 32.6875"
## [1] "2000-10-23 00:00:00 XLE -300 @ 32.53125"
## [1] "2000-10-23 00:00:00 XLE -300 @ 32.53125"
## [1] "2000-10-25 00:00:00 XLE 300 @ 31.203125"
## [1] "2000-10-25 00:00:00 XLE 300 @ 31.203125"
## [1] "2000-11-01 00:00:00 XLE -300 @ 32.90625"
## [1] "2000-11-01 00:00:00 XLE -300 @ 32.90625"
## [1] "2000-11-14 00:00:00 XLE 300 @ 32"
## [1] "2000-11-14 00:00:00 XLE 300 @ 32"
## [1] "2000-11-16 00:00:00 XLE -300 @ 32.75"
## [1] "2000-11-16 00:00:00 XLE -300 @ 32.75"
## [1] "2000-11-21 00:00:00 XLE 300 @ 33.0625"
## [1] "2000-11-21 00:00:00 XLE 300 @ 33.0625"
## [1] "2000-11-22 00:00:00 XLE -300 @ 32.53125"
## [1] "2000-11-22 00:00:00 XLE -300 @ 32.53125"
## [1] "2000-11-30 00:00:00 XLE 300 @ 30.203125"
## [1] "2000-11-30 00:00:00 XLE 300 @ 30.203125"
## [1] "2000-12-12 00:00:00 XLE -300 @ 31.4375"
## [1] "2000-12-12 00:00:00 XLE -300 @ 31.4375"
## [1] "2000-12-15 00:00:00 XLE 300 @ 30.796875"
## [1] "2000-12-15 00:00:00 XLE 300 @ 30.796875"
## [1] "2000-12-19 00:00:00 XLE -300 @ 32.296875"
## [1] "2000-12-19 00:00:00 XLE -300 @ 32.296875"
## [1] "2001-01-04 00:00:00 XLE 300 @ 31.25"
## [1] "2001-01-04 00:00:00 XLE 300 @ 31.25"
## [1] "2001-01-24 00:00:00 XLE -300 @ 31.390625"
## [1] "2001-01-24 00:00:00 XLE -300 @ 31.390625"
## [1] "2001-02-15 00:00:00 XLE 300 @ 32.7299995422363"
## [1] "2001-02-15 00:00:00 XLE 300 @ 32.7299995422363"
## [1] "2001-03-05 00:00:00 XLE -300 @ 33.0099983215332"
## [1] "2001-03-05 00:00:00 XLE -300 @ 33.0099983215332"
## [1] "2001-03-13 00:00:00 XLE 300 @ 32.5499992370605"
## [1] "2001-03-13 00:00:00 XLE 300 @ 32.5499992370605"
## [1] "2001-03-28 00:00:00 XLE -300 @ 30.6499996185303"
## [1] "2001-03-28 00:00:00 XLE -300 @ 30.6499996185303"
## [1] "2001-03-29 00:00:00 XLE 300 @ 30"
## [1] "2001-03-29 00:00:00 XLE 300 @ 30"
## [1] "2001-04-06 00:00:00 XLE -300 @ 30.6399993896484"
## [1] "2001-04-06 00:00:00 XLE -300 @ 30.6399993896484"
## [1] "2001-04-20 00:00:00 XLE 300 @ 32.060001373291"
## [1] "2001-04-20 00:00:00 XLE 300 @ 32.060001373291"
## [1] "2001-04-24 00:00:00 XLE -300 @ 32.9700012207031"
## [1] "2001-04-24 00:00:00 XLE -300 @ 32.9700012207031"
## [1] "2001-05-03 00:00:00 XLE 300 @ 32.1800003051758"
## [1] "2001-05-03 00:00:00 XLE 300 @ 32.1800003051758"
## [1] "2001-05-10 00:00:00 XLE -300 @ 33.0900001525879"
## [1] "2001-05-10 00:00:00 XLE -300 @ 33.0900001525879"
## [1] "2001-05-14 00:00:00 XLE 300 @ 33.2799987792969"
## [1] "2001-05-14 00:00:00 XLE 300 @ 33.2799987792969"
## [1] "2001-05-15 00:00:00 XLE -300 @ 33.5800018310547"
## [1] "2001-05-15 00:00:00 XLE -300 @ 33.5800018310547"
## [1] "2001-05-24 00:00:00 XLE 300 @ 33.6699981689453"
## [1] "2001-05-24 00:00:00 XLE 300 @ 33.6699981689453"
## [1] "2001-06-01 00:00:00 XLE -300 @ 33.4000015258789"
## [1] "2001-06-01 00:00:00 XLE -300 @ 33.4000015258789"
## [1] "2001-06-07 00:00:00 XLE 300 @ 32.7000007629395"
## [1] "2001-06-07 00:00:00 XLE 300 @ 32.7000007629395"
## [1] "2001-06-13 00:00:00 XLE -300 @ 32.9700012207031"
## [1] "2001-06-13 00:00:00 XLE -300 @ 32.9700012207031"
## [1] "2001-06-15 00:00:00 XLE 300 @ 32.3899993896484"
## [1] "2001-06-15 00:00:00 XLE 300 @ 32.3899993896484"
## [1] "2001-07-06 00:00:00 XLE -300 @ 30.3899993896484"
## [1] "2001-07-06 00:00:00 XLE -300 @ 30.3899993896484"
## [1] "2001-07-10 00:00:00 XLE 300 @ 30"
## [1] "2001-07-10 00:00:00 XLE 300 @ 30"
## [1] "2001-07-23 00:00:00 XLE -300 @ 29.3199996948242"
## [1] "2001-07-23 00:00:00 XLE -300 @ 29.3199996948242"
## [1] "2001-07-25 00:00:00 XLE 300 @ 29.5799999237061"
## [1] "2001-07-25 00:00:00 XLE 300 @ 29.5799999237061"
## [1] "2001-07-27 00:00:00 XLE -300 @ 30.3199996948242"
## [1] "2001-07-27 00:00:00 XLE -300 @ 30.3199996948242"
## [1] "2001-08-02 00:00:00 XLE 300 @ 29.8700008392334"
## [1] "2001-08-02 00:00:00 XLE 300 @ 29.8700008392334"
## [1] "2001-08-14 00:00:00 XLE -300 @ 29.2800006866455"
## [1] "2001-08-14 00:00:00 XLE -300 @ 29.2800006866455"
## [1] "2001-08-21 00:00:00 XLE 300 @ 29.1000003814697"
## [1] "2001-08-21 00:00:00 XLE 300 @ 29.1000003814697"
## [1] "2001-08-24 00:00:00 XLE -300 @ 29.6200008392334"
## [1] "2001-08-24 00:00:00 XLE -300 @ 29.6200008392334"
## [1] "2001-08-29 00:00:00 XLE 300 @ 29.1499996185303"
## [1] "2001-08-29 00:00:00 XLE 300 @ 29.1499996185303"
## [1] "2001-09-06 00:00:00 XLE -300 @ 28.7999992370605"
## [1] "2001-09-06 00:00:00 XLE -300 @ 28.7999992370605"
## [1] "2001-09-07 00:00:00 XLE 300 @ 28.7800006866455"
## [1] "2001-09-07 00:00:00 XLE 300 @ 28.7800006866455"
## [1] "2001-09-28 00:00:00 XLE -300 @ 25.8199996948242"
## [1] "2001-09-28 00:00:00 XLE -300 @ 25.8199996948242"
## [1] "2001-10-16 00:00:00 XLE 300 @ 28.1200008392334"
## [1] "2001-10-16 00:00:00 XLE 300 @ 28.1200008392334"
## [1] "2001-10-26 00:00:00 XLE -300 @ 28.0100002288818"
## [1] "2001-10-26 00:00:00 XLE -300 @ 28.0100002288818"
## [1] "2001-10-31 00:00:00 XLE 300 @ 26.8600006103516"
## [1] "2001-10-31 00:00:00 XLE 300 @ 26.8600006103516"
## [1] "2001-11-09 00:00:00 XLE -300 @ 27.3500003814697"
## [1] "2001-11-09 00:00:00 XLE -300 @ 27.3500003814697"
## [1] "2001-11-15 00:00:00 XLE 300 @ 24.8400001525879"
## [1] "2001-11-15 00:00:00 XLE 300 @ 24.8400001525879"
## [1] "2001-11-21 00:00:00 XLE -300 @ 25.8299999237061"
## [1] "2001-11-21 00:00:00 XLE -300 @ 25.8299999237061"
## [1] "2001-11-29 00:00:00 XLE 300 @ 25.4899997711182"
## [1] "2001-11-29 00:00:00 XLE 300 @ 25.4899997711182"
## [1] "2001-12-04 00:00:00 XLE -300 @ 26.0599994659424"
## [1] "2001-12-04 00:00:00 XLE -300 @ 26.0599994659424"
## [1] "2001-12-11 00:00:00 XLE 300 @ 25.2000007629395"
## [1] "2001-12-11 00:00:00 XLE 300 @ 25.2000007629395"
## [1] "2001-12-19 00:00:00 XLE -300 @ 25.9500007629395"
## [1] "2001-12-19 00:00:00 XLE -300 @ 25.9500007629395"
## [1] "2002-01-03 00:00:00 XLE 300 @ 26.3400001525879"
## [1] "2002-01-03 00:00:00 XLE 300 @ 26.3400001525879"
## [1] "2002-01-24 00:00:00 XLE -300 @ 25.7700004577637"
## [1] "2002-01-24 00:00:00 XLE -300 @ 25.7700004577637"
## [1] "2002-01-30 00:00:00 XLE 300 @ 25.1499996185303"
## [1] "2002-01-30 00:00:00 XLE 300 @ 25.1499996185303"
## [1] "2002-02-01 00:00:00 XLE -300 @ 25.8899993896484"
## [1] "2002-02-01 00:00:00 XLE -300 @ 25.8899993896484"
## [1] "2002-02-05 00:00:00 XLE 300 @ 25.0300006866455"
## [1] "2002-02-05 00:00:00 XLE 300 @ 25.0300006866455"
## [1] "2002-02-12 00:00:00 XLE -300 @ 25.3999996185303"
## [1] "2002-02-12 00:00:00 XLE -300 @ 25.3999996185303"
## [1] "2002-02-20 00:00:00 XLE 300 @ 25.4699993133545"
## [1] "2002-02-20 00:00:00 XLE 300 @ 25.4699993133545"
## [1] "2002-02-22 00:00:00 XLE -300 @ 26.4799995422363"
## [1] "2002-02-22 00:00:00 XLE -300 @ 26.4799995422363"
## [1] "2002-03-25 00:00:00 XLE 300 @ 28.1599998474121"
## [1] "2002-03-25 00:00:00 XLE 300 @ 28.1599998474121"
## [1] "2002-03-28 00:00:00 XLE -300 @ 28.8899993896484"
## [1] "2002-03-28 00:00:00 XLE -300 @ 28.8899993896484"
## [1] "2002-04-04 00:00:00 XLE 300 @ 28.2900009155273"
## [1] "2002-04-04 00:00:00 XLE 300 @ 28.2900009155273"
## [1] "2002-04-17 00:00:00 XLE -300 @ 28.5"
## [1] "2002-04-17 00:00:00 XLE -300 @ 28.5"
## [1] "2002-04-25 00:00:00 XLE 300 @ 28.1100006103516"
## [1] "2002-04-25 00:00:00 XLE 300 @ 28.1100006103516"
## [1] "2002-05-02 00:00:00 XLE -300 @ 28.2299995422363"
## [1] "2002-05-02 00:00:00 XLE -300 @ 28.2299995422363"
## [1] "2002-05-07 00:00:00 XLE 300 @ 27.2299995422363"
## [1] "2002-05-07 00:00:00 XLE 300 @ 27.2299995422363"
## [1] "2002-05-14 00:00:00 XLE -300 @ 28.1399993896484"
## [1] "2002-05-14 00:00:00 XLE -300 @ 28.1399993896484"
## [1] "2002-05-16 00:00:00 XLE 300 @ 27.9899997711182"
## [1] "2002-05-16 00:00:00 XLE 300 @ 27.9899997711182"
## [1] "2002-05-23 00:00:00 XLE -300 @ 28.2900009155273"
## [1] "2002-05-23 00:00:00 XLE -300 @ 28.2900009155273"
## [1] "2002-05-29 00:00:00 XLE 300 @ 27.5"
## [1] "2002-05-29 00:00:00 XLE 300 @ 27.5"
## [1] "2002-06-18 00:00:00 XLE -300 @ 26.3500003814697"
## [1] "2002-06-18 00:00:00 XLE -300 @ 26.3500003814697"
## [1] "2002-06-21 00:00:00 XLE 300 @ 25.7199993133545"
## [1] "2002-06-21 00:00:00 XLE 300 @ 25.7199993133545"
## [1] "2002-06-28 00:00:00 XLE -300 @ 26.2000007629395"
## [1] "2002-06-28 00:00:00 XLE -300 @ 26.2000007629395"
## [1] "2002-07-03 00:00:00 XLE 300 @ 25.6000003814697"
## [1] "2002-07-03 00:00:00 XLE 300 @ 25.6000003814697"
## [1] "2002-07-08 00:00:00 XLE -300 @ 25.8799991607666"
## [1] "2002-07-08 00:00:00 XLE -300 @ 25.8799991607666"
## [1] "2002-07-10 00:00:00 XLE 300 @ 24.4699993133545"
## [1] "2002-07-10 00:00:00 XLE 300 @ 24.4699993133545"
## [1] "2002-07-29 00:00:00 XLE -300 @ 22.5300006866455"
## [1] "2002-07-29 00:00:00 XLE -300 @ 22.5300006866455"
## [1] "2002-08-02 00:00:00 XLE 300 @ 21"
## [1] "2002-08-02 00:00:00 XLE 300 @ 21"
## [1] "2002-08-09 00:00:00 XLE -300 @ 22.5499992370605"
## [1] "2002-08-09 00:00:00 XLE -300 @ 22.5499992370605"
## [1] "2002-08-21 00:00:00 XLE 300 @ 22.9500007629395"
## [1] "2002-08-21 00:00:00 XLE 300 @ 22.9500007629395"
## [1] "2002-08-23 00:00:00 XLE -300 @ 23.2199993133545"
## [1] "2002-08-23 00:00:00 XLE -300 @ 23.2199993133545"
## [1] "2002-08-29 00:00:00 XLE 300 @ 22.7600002288818"
## [1] "2002-08-29 00:00:00 XLE 300 @ 22.7600002288818"
## [1] "2002-09-09 00:00:00 XLE -300 @ 22.3199996948242"
## [1] "2002-09-09 00:00:00 XLE -300 @ 22.3199996948242"
## [1] "2002-09-13 00:00:00 XLE 300 @ 22.3600006103516"
## [1] "2002-09-13 00:00:00 XLE 300 @ 22.3600006103516"
## [1] "2002-09-27 00:00:00 XLE -300 @ 21.5799999237061"
## [1] "2002-09-27 00:00:00 XLE -300 @ 21.5799999237061"
## [1] "2002-10-07 00:00:00 XLE 300 @ 21.0900001525879"
## [1] "2002-10-07 00:00:00 XLE 300 @ 21.0900001525879"
## [1] "2002-10-14 00:00:00 XLE -300 @ 21.8700008392334"
## [1] "2002-10-14 00:00:00 XLE -300 @ 21.8700008392334"
## [1] "2002-10-23 00:00:00 XLE 300 @ 22.4599990844727"
## [1] "2002-10-23 00:00:00 XLE 300 @ 22.4599990844727"
## [1] "2002-11-04 00:00:00 XLE -300 @ 21.75"
## [1] "2002-11-04 00:00:00 XLE -300 @ 21.75"
## [1] "2002-11-11 00:00:00 XLE 300 @ 21.5799999237061"
## [1] "2002-11-11 00:00:00 XLE 300 @ 21.5799999237061"
## [1] "2002-11-18 00:00:00 XLE -300 @ 21.8999996185303"
## [1] "2002-11-18 00:00:00 XLE -300 @ 21.8999996185303"
## [1] "2002-11-27 00:00:00 XLE 300 @ 22.1700000762939"
## [1] "2002-11-27 00:00:00 XLE 300 @ 22.1700000762939"
## [1] "2002-12-02 00:00:00 XLE -300 @ 22.5100002288818"
## [1] "2002-12-02 00:00:00 XLE -300 @ 22.5100002288818"
## [1] "2002-12-10 00:00:00 XLE 300 @ 22.8500003814697"
## [1] "2002-12-10 00:00:00 XLE 300 @ 22.8500003814697"
## [1] "2002-12-13 00:00:00 XLE -300 @ 22.8700008392334"
## [1] "2002-12-13 00:00:00 XLE -300 @ 22.8700008392334"
## [1] "2002-12-19 00:00:00 XLE 300 @ 22.6000003814697"
## [1] "2002-12-19 00:00:00 XLE 300 @ 22.6000003814697"
## [1] "2002-12-24 00:00:00 XLE -300 @ 22.9300003051758"
## [1] "2002-12-24 00:00:00 XLE -300 @ 22.9300003051758"
## [1] "2002-12-27 00:00:00 XLE 300 @ 22.1800003051758"
## [1] "2002-12-27 00:00:00 XLE 300 @ 22.1800003051758"
## [1] "2003-01-03 00:00:00 XLE -300 @ 22.7600002288818"
## [1] "2003-01-03 00:00:00 XLE -300 @ 22.7600002288818"
## [1] "2003-01-08 00:00:00 XLE 300 @ 21.9899997711182"
## [1] "2003-01-08 00:00:00 XLE 300 @ 21.9899997711182"
## [1] "2003-01-17 00:00:00 XLE -300 @ 22.2199993133545"
## [1] "2003-01-17 00:00:00 XLE -300 @ 22.2199993133545"
## [1] "2003-01-22 00:00:00 XLE 300 @ 21.6399993896484"
## [1] "2003-01-22 00:00:00 XLE 300 @ 21.6399993896484"
## [1] "2003-01-30 00:00:00 XLE -300 @ 21.3400001525879"
## [1] "2003-01-30 00:00:00 XLE -300 @ 21.3400001525879"
## [1] "2003-02-10 00:00:00 XLE 300 @ 21.9200000762939"
## [1] "2003-02-10 00:00:00 XLE 300 @ 21.9200000762939"
## [1] "2003-02-19 00:00:00 XLE -300 @ 21.7999992370605"
## [1] "2003-02-19 00:00:00 XLE -300 @ 21.7999992370605"
## [1] "2003-03-11 00:00:00 XLE 300 @ 22.1499996185303"
## [1] "2003-03-11 00:00:00 XLE 300 @ 22.1499996185303"
## [1] "2003-03-18 00:00:00 XLE -300 @ 22.5"
## [1] "2003-03-18 00:00:00 XLE -300 @ 22.5"
## [1] "2003-03-25 00:00:00 XLE 300 @ 22.25"
## [1] "2003-03-25 00:00:00 XLE 300 @ 22.25"
## [1] "2003-03-28 00:00:00 XLE -300 @ 22.6800003051758"
## [1] "2003-03-28 00:00:00 XLE -300 @ 22.6800003051758"
## [1] "2003-04-04 00:00:00 XLE 300 @ 22.3899993896484"
## [1] "2003-04-04 00:00:00 XLE 300 @ 22.3899993896484"
## [1] "2003-04-11 00:00:00 XLE -300 @ 22.1100006103516"
## [1] "2003-04-11 00:00:00 XLE -300 @ 22.1100006103516"
## [1] "2003-04-17 00:00:00 XLE 300 @ 22.2999992370605"
## [1] "2003-04-17 00:00:00 XLE 300 @ 22.2999992370605"
## [1] "2003-04-21 00:00:00 XLE -300 @ 22.2900009155273"
## [1] "2003-04-21 00:00:00 XLE -300 @ 22.2900009155273"
## [1] "2003-04-28 00:00:00 XLE 300 @ 22.3400001525879"
## [1] "2003-04-28 00:00:00 XLE 300 @ 22.3400001525879"
## [1] "2003-05-05 00:00:00 XLE -300 @ 22.7299995422363"
## [1] "2003-05-05 00:00:00 XLE -300 @ 22.7299995422363"
## [1] "2003-05-20 00:00:00 XLE 300 @ 23.2600002288818"
## [1] "2003-05-20 00:00:00 XLE 300 @ 23.2600002288818"
## [1] "2003-05-22 00:00:00 XLE -300 @ 23.8999996185303"
## [1] "2003-05-22 00:00:00 XLE -300 @ 23.8999996185303"
## [1] "2003-06-10 00:00:00 XLE 300 @ 24.8799991607666"
## [1] "2003-06-10 00:00:00 XLE 300 @ 24.8799991607666"
## [1] "2003-06-11 00:00:00 XLE -300 @ 25.6000003814697"
## [1] "2003-06-11 00:00:00 XLE -300 @ 25.6000003814697"
## [1] "2003-06-16 00:00:00 XLE 300 @ 24.9200000762939"
## [1] "2003-06-16 00:00:00 XLE 300 @ 24.9200000762939"
## [1] "2003-07-10 00:00:00 XLE -300 @ 23.6399993896484"
## [1] "2003-07-10 00:00:00 XLE -300 @ 23.6399993896484"
## [1] "2003-07-11 00:00:00 XLE 300 @ 23.7099990844727"
## [1] "2003-07-11 00:00:00 XLE 300 @ 23.7099990844727"
## [1] "2003-07-21 00:00:00 XLE -300 @ 23.6299991607666"
## [1] "2003-07-21 00:00:00 XLE -300 @ 23.6299991607666"
## [1] "2003-07-24 00:00:00 XLE 300 @ 23.2199993133545"
## [1] "2003-07-24 00:00:00 XLE 300 @ 23.2199993133545"
## [1] "2003-08-07 00:00:00 XLE -300 @ 23.7800006866455"
## [1] "2003-08-07 00:00:00 XLE -300 @ 23.7800006866455"
## [1] "2003-08-20 00:00:00 XLE 300 @ 24.2800006866455"
## [1] "2003-08-20 00:00:00 XLE 300 @ 24.2800006866455"
## [1] "2003-08-21 00:00:00 XLE -300 @ 24.5100002288818"
## [1] "2003-08-21 00:00:00 XLE -300 @ 24.5100002288818"
## [1] "2003-08-25 00:00:00 XLE 300 @ 24.1299991607666"
## [1] "2003-08-25 00:00:00 XLE 300 @ 24.1299991607666"
## [1] "2003-08-28 00:00:00 XLE -300 @ 24.6499996185303"
## [1] "2003-08-28 00:00:00 XLE -300 @ 24.6499996185303"
## [1] "2003-09-08 00:00:00 XLE 300 @ 25.0400009155273"
## [1] "2003-09-08 00:00:00 XLE 300 @ 25.0400009155273"
## [1] "2003-09-09 00:00:00 XLE -300 @ 24.7700004577637"
## [1] "2003-09-09 00:00:00 XLE -300 @ 24.7700004577637"
## [1] "2003-09-11 00:00:00 XLE 300 @ 24.4599990844727"
## [1] "2003-09-11 00:00:00 XLE 300 @ 24.4599990844727"
## [1] "2003-09-25 00:00:00 XLE -300 @ 24.1499996185303"
## [1] "2003-09-25 00:00:00 XLE -300 @ 24.1499996185303"
## [1] "2003-09-29 00:00:00 XLE 300 @ 24.0499992370605"
## [1] "2003-09-29 00:00:00 XLE 300 @ 24.0499992370605"
## [1] "2003-10-02 00:00:00 XLE -300 @ 24.5599994659424"
## [1] "2003-10-02 00:00:00 XLE -300 @ 24.5599994659424"
## [1] "2003-10-10 00:00:00 XLE 300 @ 24.8999996185303"
## [1] "2003-10-10 00:00:00 XLE 300 @ 24.8999996185303"
## [1] "2003-10-13 00:00:00 XLE -300 @ 25"
## [1] "2003-10-13 00:00:00 XLE -300 @ 25"
## [1] "2003-10-16 00:00:00 XLE 300 @ 24.7999992370605"
## [1] "2003-10-16 00:00:00 XLE 300 @ 24.7999992370605"
## [1] "2003-11-10 00:00:00 XLE -300 @ 24.1700000762939"
## [1] "2003-11-10 00:00:00 XLE -300 @ 24.1700000762939"
## [1] "2003-11-18 00:00:00 XLE 300 @ 24.1499996185303"
## [1] "2003-11-18 00:00:00 XLE 300 @ 24.1499996185303"
## [1] "2003-11-26 00:00:00 XLE -300 @ 24.4699993133545"
## [1] "2003-11-26 00:00:00 XLE -300 @ 24.4699993133545"
## [1] "2004-01-16 00:00:00 XLE 300 @ 27.7800006866455"
## [1] "2004-01-16 00:00:00 XLE 300 @ 27.7800006866455"
## [1] "2004-01-21 00:00:00 XLE -300 @ 28.6499996185303"
## [1] "2004-01-21 00:00:00 XLE -300 @ 28.6499996185303"
## [1] "2004-01-29 00:00:00 XLE 300 @ 28.4400005340576"
## [1] "2004-01-29 00:00:00 XLE 300 @ 28.4400005340576"
## [1] "2004-02-10 00:00:00 XLE -300 @ 28.6800003051758"
## [1] "2004-02-10 00:00:00 XLE -300 @ 28.6800003051758"
## [1] "2004-02-23 00:00:00 XLE 300 @ 29.2199993133545"
## [1] "2004-02-23 00:00:00 XLE 300 @ 29.2199993133545"
## [1] "2004-02-24 00:00:00 XLE -300 @ 29.2700004577637"
## [1] "2004-02-24 00:00:00 XLE -300 @ 29.2700004577637"
## [1] "2004-03-11 00:00:00 XLE 300 @ 28.8400001525879"
## [1] "2004-03-11 00:00:00 XLE 300 @ 28.8400001525879"
## [1] "2004-03-18 00:00:00 XLE -300 @ 30.0200004577637"
## [1] "2004-03-18 00:00:00 XLE -300 @ 30.0200004577637"
## [1] "2004-03-22 00:00:00 XLE 300 @ 29"
## [1] "2004-03-22 00:00:00 XLE 300 @ 29"
## [1] "2004-03-31 00:00:00 XLE -300 @ 29.3400001525879"
## [1] "2004-03-31 00:00:00 XLE -300 @ 29.3400001525879"
## [1] "2004-04-21 00:00:00 XLE 300 @ 29.75"
## [1] "2004-04-21 00:00:00 XLE 300 @ 29.75"
## [1] "2004-04-23 00:00:00 XLE -300 @ 30.1000003814697"
## [1] "2004-04-23 00:00:00 XLE -300 @ 30.1000003814697"
## [1] "2004-04-30 00:00:00 XLE 300 @ 29.8400001525879"
## [1] "2004-04-30 00:00:00 XLE 300 @ 29.8400001525879"
## [1] "2004-05-04 00:00:00 XLE -300 @ 30.5499992370605"
## [1] "2004-05-04 00:00:00 XLE -300 @ 30.5499992370605"
## [1] "2004-05-10 00:00:00 XLE 300 @ 28.8999996185303"
## [1] "2004-05-10 00:00:00 XLE 300 @ 28.8999996185303"
## [1] "2004-05-17 00:00:00 XLE -300 @ 29.8500003814697"
## [1] "2004-05-17 00:00:00 XLE -300 @ 29.8500003814697"
## [1] "2004-05-19 00:00:00 XLE 300 @ 29.2800006866455"
## [1] "2004-05-19 00:00:00 XLE 300 @ 29.2800006866455"
## [1] "2004-05-25 00:00:00 XLE -300 @ 30.2700004577637"
## [1] "2004-05-25 00:00:00 XLE -300 @ 30.2700004577637"
## [1] "2004-05-28 00:00:00 XLE 300 @ 29.75"
## [1] "2004-05-28 00:00:00 XLE 300 @ 29.75"
## [1] "2004-06-02 00:00:00 XLE -300 @ 30.1000003814697"
## [1] "2004-06-02 00:00:00 XLE -300 @ 30.1000003814697"
## [1] "2004-06-04 00:00:00 XLE 300 @ 29.6800003051758"
## [1] "2004-06-04 00:00:00 XLE 300 @ 29.6800003051758"
## [1] "2004-06-08 00:00:00 XLE -300 @ 30.1000003814697"
## [1] "2004-06-08 00:00:00 XLE -300 @ 30.1000003814697"
## [1] "2004-06-10 00:00:00 XLE 300 @ 30.2399997711182"
## [1] "2004-06-10 00:00:00 XLE 300 @ 30.2399997711182"
## [1] "2004-06-14 00:00:00 XLE -300 @ 30.0100002288818"
## [1] "2004-06-14 00:00:00 XLE -300 @ 30.0100002288818"
## [1] "2004-06-29 00:00:00 XLE 300 @ 31.2399997711182"
## [1] "2004-06-29 00:00:00 XLE 300 @ 31.2399997711182"
## [1] "2004-07-01 00:00:00 XLE -300 @ 31.5200004577637"
## [1] "2004-07-01 00:00:00 XLE -300 @ 31.5200004577637"
## [1] "2004-07-14 00:00:00 XLE 300 @ 32.0499992370605"
## [1] "2004-07-14 00:00:00 XLE 300 @ 32.0499992370605"
## [1] "2004-07-15 00:00:00 XLE -300 @ 32.2599983215332"
## [1] "2004-07-15 00:00:00 XLE -300 @ 32.2599983215332"
## [1] "2004-07-22 00:00:00 XLE 300 @ 31.9599990844727"
## [1] "2004-07-22 00:00:00 XLE 300 @ 31.9599990844727"
## [1] "2004-07-29 00:00:00 XLE -300 @ 32.3300018310547"
## [1] "2004-07-29 00:00:00 XLE -300 @ 32.3300018310547"
## [1] "2004-08-05 00:00:00 XLE 300 @ 31.5599994659424"
## [1] "2004-08-05 00:00:00 XLE 300 @ 31.5599994659424"
## [1] "2004-08-17 00:00:00 XLE -300 @ 30.6000003814697"
## [1] "2004-08-17 00:00:00 XLE -300 @ 30.6000003814697"
## [1] "2004-08-18 00:00:00 XLE 300 @ 31"
## [1] "2004-08-18 00:00:00 XLE 300 @ 31"
## [1] "2004-08-23 00:00:00 XLE -300 @ 31.0300006866455"
## [1] "2004-08-23 00:00:00 XLE -300 @ 31.0300006866455"
## [1] "2004-08-25 00:00:00 XLE 300 @ 31.1499996185303"
## [1] "2004-08-25 00:00:00 XLE 300 @ 31.1499996185303"
## [1] "2004-08-27 00:00:00 XLE -300 @ 31.5699996948242"
## [1] "2004-08-27 00:00:00 XLE -300 @ 31.5699996948242"
## [1] "2004-10-12 00:00:00 XLE 300 @ 35.4700012207031"
## [1] "2004-10-12 00:00:00 XLE 300 @ 35.4700012207031"
## [1] "2004-10-21 00:00:00 XLE -300 @ 35.5499992370605"
## [1] "2004-10-21 00:00:00 XLE -300 @ 35.5499992370605"
## [1] "2004-10-28 00:00:00 XLE 300 @ 34.6599998474121"
## [1] "2004-10-28 00:00:00 XLE 300 @ 34.6599998474121"
## [1] "2004-11-05 00:00:00 XLE -300 @ 35.7299995422363"
## [1] "2004-11-05 00:00:00 XLE -300 @ 35.7299995422363"
## [1] "2004-11-10 00:00:00 XLE 300 @ 35.2299995422363"
## [1] "2004-11-10 00:00:00 XLE 300 @ 35.2299995422363"
## [1] "2004-11-15 00:00:00 XLE -300 @ 35.1199989318848"
## [1] "2004-11-15 00:00:00 XLE -300 @ 35.1199989318848"
## [1] "2004-12-02 00:00:00 XLE 300 @ 35.6399993896484"
## [1] "2004-12-02 00:00:00 XLE 300 @ 35.6399993896484"
## [1] "2004-12-14 00:00:00 XLE -300 @ 36.2900009155273"
## [1] "2004-12-14 00:00:00 XLE -300 @ 36.2900009155273"
## [1] "2004-12-20 00:00:00 XLE 300 @ 36.4900016784668"
## [1] "2004-12-20 00:00:00 XLE 300 @ 36.4900016784668"
## [1] "2004-12-21 00:00:00 XLE -300 @ 36.7999992370605"
## [1] "2004-12-21 00:00:00 XLE -300 @ 36.7999992370605"
## [1] "2004-12-28 00:00:00 XLE 300 @ 36.1199989318848"
## [1] "2004-12-28 00:00:00 XLE 300 @ 36.1199989318848"
## [1] "2005-01-12 00:00:00 XLE -300 @ 35.9000015258789"
## [1] "2005-01-12 00:00:00 XLE -300 @ 35.9000015258789"
## [1] "2005-01-21 00:00:00 XLE 300 @ 36.4000015258789"
## [1] "2005-01-21 00:00:00 XLE 300 @ 36.4000015258789"
## [1] "2005-01-25 00:00:00 XLE -300 @ 36.8699989318848"
## [1] "2005-01-25 00:00:00 XLE -300 @ 36.8699989318848"
## [1] "2005-03-02 00:00:00 XLE 300 @ 43.6300010681152"
## [1] "2005-03-02 00:00:00 XLE 300 @ 43.6300010681152"
## [1] "2005-03-04 00:00:00 XLE -300 @ 44.9199981689453"
## [1] "2005-03-04 00:00:00 XLE -300 @ 44.9199981689453"
## [1] "2005-03-10 00:00:00 XLE 300 @ 42.4500007629395"
## [1] "2005-03-10 00:00:00 XLE 300 @ 42.4500007629395"
## [1] "2005-03-18 00:00:00 XLE -300 @ 43.7799987792969"
## [1] "2005-03-18 00:00:00 XLE -300 @ 43.7799987792969"
## [1] "2005-03-23 00:00:00 XLE 300 @ 42.060001373291"
## [1] "2005-03-23 00:00:00 XLE 300 @ 42.060001373291"
## [1] "2005-04-01 00:00:00 XLE -300 @ 43.9300003051758"
## [1] "2005-04-01 00:00:00 XLE -300 @ 43.9300003051758"
## [1] "2005-04-11 00:00:00 XLE 300 @ 43.0400009155273"
## [1] "2005-04-11 00:00:00 XLE 300 @ 43.0400009155273"
## [1] "2005-04-20 00:00:00 XLE -300 @ 40.5499992370605"
## [1] "2005-04-20 00:00:00 XLE -300 @ 40.5499992370605"
## [1] "2005-04-28 00:00:00 XLE 300 @ 40.0299987792969"
## [1] "2005-04-28 00:00:00 XLE 300 @ 40.0299987792969"
## [1] "2005-05-03 00:00:00 XLE -300 @ 40.310001373291"
## [1] "2005-05-03 00:00:00 XLE -300 @ 40.310001373291"
## [1] "2005-05-13 00:00:00 XLE 300 @ 38.7999992370605"
## [1] "2005-05-13 00:00:00 XLE 300 @ 38.7999992370605"
## [1] "2005-05-20 00:00:00 XLE -300 @ 39.6500015258789"
## [1] "2005-05-20 00:00:00 XLE -300 @ 39.6500015258789"
## [1] "2005-06-22 00:00:00 XLE 300 @ 45.1800003051758"
## [1] "2005-06-22 00:00:00 XLE 300 @ 45.1800003051758"
## [1] "2005-06-28 00:00:00 XLE -300 @ 44.7799987792969"
## [1] "2005-06-28 00:00:00 XLE -300 @ 44.7799987792969"
## [1] "2005-06-29 00:00:00 XLE 300 @ 44.7400016784668"
## [1] "2005-06-29 00:00:00 XLE 300 @ 44.7400016784668"
## [1] "2005-07-05 00:00:00 XLE -300 @ 46.7999992370605"
## [1] "2005-07-05 00:00:00 XLE -300 @ 46.7999992370605"
## [1] "2005-07-15 00:00:00 XLE 300 @ 45.3699989318848"
## [1] "2005-07-15 00:00:00 XLE 300 @ 45.3699989318848"
## [1] "2005-07-20 00:00:00 XLE -300 @ 46.2000007629395"
## [1] "2005-07-20 00:00:00 XLE -300 @ 46.2000007629395"
## [1] "2005-08-01 00:00:00 XLE 300 @ 48.0999984741211"
## [1] "2005-08-01 00:00:00 XLE 300 @ 48.0999984741211"
## [1] "2005-08-03 00:00:00 XLE -300 @ 48.6599998474121"
## [1] "2005-08-03 00:00:00 XLE -300 @ 48.6599998474121"
## [1] "2005-08-08 00:00:00 XLE 300 @ 49.0900001525879"
## [1] "2005-08-08 00:00:00 XLE 300 @ 49.0900001525879"
## [1] "2005-08-09 00:00:00 XLE -300 @ 48.9799995422363"
## [1] "2005-08-09 00:00:00 XLE -300 @ 48.9799995422363"
## [1] "2005-08-17 00:00:00 XLE 300 @ 47.4700012207031"
## [1] "2005-08-17 00:00:00 XLE 300 @ 47.4700012207031"
## [1] "2005-08-25 00:00:00 XLE -300 @ 48.5400009155273"
## [1] "2005-08-25 00:00:00 XLE -300 @ 48.5400009155273"
## [1] "2005-08-29 00:00:00 XLE 300 @ 48.3800010681152"
## [1] "2005-08-29 00:00:00 XLE 300 @ 48.3800010681152"
## [1] "2005-08-31 00:00:00 XLE -300 @ 50.6399993896484"
## [1] "2005-08-31 00:00:00 XLE -300 @ 50.6399993896484"
## [1] "2005-09-14 00:00:00 XLE 300 @ 51.9199981689453"
## [1] "2005-09-14 00:00:00 XLE 300 @ 51.9199981689453"
## [1] "2005-09-19 00:00:00 XLE -300 @ 53.6599998474121"
## [1] "2005-09-19 00:00:00 XLE -300 @ 53.6599998474121"
## [1] "2005-09-26 00:00:00 XLE 300 @ 53.5200004577637"
## [1] "2005-09-26 00:00:00 XLE 300 @ 53.5200004577637"
## [1] "2005-09-29 00:00:00 XLE -300 @ 54.5200004577637"
## [1] "2005-09-29 00:00:00 XLE -300 @ 54.5200004577637"
## [1] "2005-10-04 00:00:00 XLE 300 @ 51.5999984741211"
## [1] "2005-10-04 00:00:00 XLE 300 @ 51.5999984741211"
## [1] "2005-10-25 00:00:00 XLE -300 @ 48.6500015258789"
## [1] "2005-10-25 00:00:00 XLE -300 @ 48.6500015258789"
## [1] "2005-10-28 00:00:00 XLE 300 @ 48.2700004577637"
## [1] "2005-10-28 00:00:00 XLE 300 @ 48.2700004577637"
## [1] "2005-11-01 00:00:00 XLE -300 @ 49.1199989318848"
## [1] "2005-11-01 00:00:00 XLE -300 @ 49.1199989318848"
## [1] "2005-11-08 00:00:00 XLE 300 @ 49.0499992370605"
## [1] "2005-11-08 00:00:00 XLE 300 @ 49.0499992370605"
## [1] "2005-11-17 00:00:00 XLE -300 @ 49.0200004577637"
## [1] "2005-11-17 00:00:00 XLE -300 @ 49.0200004577637"
## [1] "2005-11-29 00:00:00 XLE 300 @ 49.3600006103516"
## [1] "2005-11-29 00:00:00 XLE 300 @ 49.3600006103516"
## [1] "2005-12-02 00:00:00 XLE -300 @ 51.1699981689453"
## [1] "2005-12-02 00:00:00 XLE -300 @ 51.1699981689453"
## [1] "2005-12-19 00:00:00 XLE 300 @ 50.6500015258789"
## [1] "2005-12-19 00:00:00 XLE 300 @ 50.6500015258789"
## [1] "2006-01-04 00:00:00 XLE -300 @ 52.8499984741211"
## [1] "2006-01-04 00:00:00 XLE -300 @ 52.8499984741211"
## [1] "2006-01-26 00:00:00 XLE 300 @ 55.6800003051758"
## [1] "2006-01-26 00:00:00 XLE 300 @ 55.6800003051758"
## [1] "2006-01-30 00:00:00 XLE -300 @ 57.9500007629395"
## [1] "2006-01-30 00:00:00 XLE -300 @ 57.9500007629395"
## [1] "2006-02-02 00:00:00 XLE 300 @ 55.7299995422363"
## [1] "2006-02-02 00:00:00 XLE 300 @ 55.7299995422363"
## [1] "2006-02-17 00:00:00 XLE -300 @ 53.0099983215332"
## [1] "2006-02-17 00:00:00 XLE -300 @ 53.0099983215332"
## [1] "2006-02-28 00:00:00 XLE 300 @ 52.3400001525879"
## [1] "2006-02-28 00:00:00 XLE 300 @ 52.3400001525879"
## [1] "2006-03-03 00:00:00 XLE -300 @ 54.1300010681152"
## [1] "2006-03-03 00:00:00 XLE -300 @ 54.1300010681152"
## [1] "2006-03-07 00:00:00 XLE 300 @ 51.4799995422363"
## [1] "2006-03-07 00:00:00 XLE 300 @ 51.4799995422363"
## [1] "2006-03-14 00:00:00 XLE -300 @ 53.3699989318848"
## [1] "2006-03-14 00:00:00 XLE -300 @ 53.3699989318848"
## [1] "2006-03-21 00:00:00 XLE 300 @ 52.3699989318848"
## [1] "2006-03-21 00:00:00 XLE 300 @ 52.3699989318848"
## [1] "2006-03-24 00:00:00 XLE -300 @ 53.8600006103516"
## [1] "2006-03-24 00:00:00 XLE -300 @ 53.8600006103516"
## [1] "2006-04-03 00:00:00 XLE 300 @ 54.7000007629395"
## [1] "2006-04-03 00:00:00 XLE 300 @ 54.7000007629395"
## [1] "2006-04-05 00:00:00 XLE -300 @ 56.3300018310547"
## [1] "2006-04-05 00:00:00 XLE -300 @ 56.3300018310547"
## [1] "2006-04-10 00:00:00 XLE 300 @ 56.4000015258789"
## [1] "2006-04-10 00:00:00 XLE 300 @ 56.4000015258789"
## [1] "2006-04-18 00:00:00 XLE -300 @ 58.2299995422363"
## [1] "2006-04-18 00:00:00 XLE -300 @ 58.2299995422363"
## [1] "2006-04-26 00:00:00 XLE 300 @ 57.1500015258789"
## [1] "2006-04-26 00:00:00 XLE 300 @ 57.1500015258789"
## [1] "2006-05-02 00:00:00 XLE -300 @ 59.3699989318848"
## [1] "2006-05-02 00:00:00 XLE -300 @ 59.3699989318848"
## [1] "2006-05-15 00:00:00 XLE 300 @ 55.5499992370605"
## [1] "2006-05-15 00:00:00 XLE 300 @ 55.5499992370605"
## [1] "2006-05-26 00:00:00 XLE -300 @ 55.0999984741211"
## [1] "2006-05-26 00:00:00 XLE -300 @ 55.0999984741211"
## [1] "2006-06-06 00:00:00 XLE 300 @ 54.7000007629395"
## [1] "2006-06-06 00:00:00 XLE 300 @ 54.7000007629395"
## [1] "2006-06-16 00:00:00 XLE -300 @ 53.0999984741211"
## [1] "2006-06-16 00:00:00 XLE -300 @ 53.0999984741211"
## [1] "2006-06-20 00:00:00 XLE 300 @ 50.8600006103516"
## [1] "2006-06-20 00:00:00 XLE 300 @ 50.8600006103516"
## [1] "2006-06-23 00:00:00 XLE -300 @ 53.3800010681152"
## [1] "2006-06-23 00:00:00 XLE -300 @ 53.3800010681152"
## [1] "2006-07-10 00:00:00 XLE 300 @ 56.8600006103516"
## [1] "2006-07-10 00:00:00 XLE 300 @ 56.8600006103516"
## [1] "2006-07-12 00:00:00 XLE -300 @ 57.7000007629395"
## [1] "2006-07-12 00:00:00 XLE -300 @ 57.7000007629395"
## [1] "2006-07-14 00:00:00 XLE 300 @ 57.8199996948242"
## [1] "2006-07-14 00:00:00 XLE 300 @ 57.8199996948242"
## [1] "2006-07-26 00:00:00 XLE -300 @ 58.25"
## [1] "2006-07-26 00:00:00 XLE -300 @ 58.25"
## [1] "2006-08-04 00:00:00 XLE 300 @ 57.8400001525879"
## [1] "2006-08-04 00:00:00 XLE 300 @ 57.8400001525879"
## [1] "2006-08-10 00:00:00 XLE -300 @ 58.1199989318848"
## [1] "2006-08-10 00:00:00 XLE -300 @ 58.1199989318848"
## [1] "2006-08-15 00:00:00 XLE 300 @ 57.2400016784668"
## [1] "2006-08-15 00:00:00 XLE 300 @ 57.2400016784668"
## [1] "2006-08-21 00:00:00 XLE -300 @ 57.8600006103516"
## [1] "2006-08-21 00:00:00 XLE -300 @ 57.8600006103516"
## [1] "2006-08-24 00:00:00 XLE 300 @ 57.7700004577637"
## [1] "2006-08-24 00:00:00 XLE 300 @ 57.7700004577637"
## [1] "2006-08-28 00:00:00 XLE -300 @ 57.3800010681152"
## [1] "2006-08-28 00:00:00 XLE -300 @ 57.3800010681152"
## [1] "2006-08-30 00:00:00 XLE 300 @ 56.060001373291"
## [1] "2006-08-30 00:00:00 XLE 300 @ 56.060001373291"
## [1] "2006-09-06 00:00:00 XLE -300 @ 55.2999992370605"
## [1] "2006-09-06 00:00:00 XLE -300 @ 55.2999992370605"
## [1] "2006-09-07 00:00:00 XLE 300 @ 55.3499984741211"
## [1] "2006-09-07 00:00:00 XLE 300 @ 55.3499984741211"
## [1] "2006-09-19 00:00:00 XLE -300 @ 52.2999992370605"
## [1] "2006-09-19 00:00:00 XLE -300 @ 52.2999992370605"
## [1] "2006-09-21 00:00:00 XLE 300 @ 51.5499992370605"
## [1] "2006-09-21 00:00:00 XLE 300 @ 51.5499992370605"
## [1] "2006-09-27 00:00:00 XLE -300 @ 53.4000015258789"
## [1] "2006-09-27 00:00:00 XLE -300 @ 53.4000015258789"
## [1] "2006-10-04 00:00:00 XLE 300 @ 51.6500015258789"
## [1] "2006-10-04 00:00:00 XLE 300 @ 51.6500015258789"
## [1] "2006-10-06 00:00:00 XLE -300 @ 52.689998626709"
## [1] "2006-10-06 00:00:00 XLE -300 @ 52.689998626709"
## [1] "2006-10-10 00:00:00 XLE 300 @ 52.8699989318848"
## [1] "2006-10-10 00:00:00 XLE 300 @ 52.8699989318848"
## [1] "2006-10-11 00:00:00 XLE -300 @ 52.0299987792969"
## [1] "2006-10-11 00:00:00 XLE -300 @ 52.0299987792969"
## [1] "2006-10-31 00:00:00 XLE 300 @ 55.7299995422363"
## [1] "2006-10-31 00:00:00 XLE 300 @ 55.7299995422363"
## [1] "2006-11-06 00:00:00 XLE -300 @ 57.0099983215332"
## [1] "2006-11-06 00:00:00 XLE -300 @ 57.0099983215332"
## [1] "2006-11-17 00:00:00 XLE 300 @ 57.0999984741211"
## [1] "2006-11-17 00:00:00 XLE 300 @ 57.0999984741211"
## [1] "2006-11-22 00:00:00 XLE -300 @ 57.6599998474121"
## [1] "2006-11-22 00:00:00 XLE -300 @ 57.6599998474121"
## [1] "2006-11-28 00:00:00 XLE 300 @ 58.2000007629395"
## [1] "2006-11-28 00:00:00 XLE 300 @ 58.2000007629395"
## [1] "2006-11-29 00:00:00 XLE -300 @ 60.0499992370605"
## [1] "2006-11-29 00:00:00 XLE -300 @ 60.0499992370605"
## [1] "2006-12-08 00:00:00 XLE 300 @ 60.2700004577637"
## [1] "2006-12-08 00:00:00 XLE 300 @ 60.2700004577637"
## [1] "2006-12-14 00:00:00 XLE -300 @ 61.75"
## [1] "2006-12-14 00:00:00 XLE -300 @ 61.75"
## [1] "2006-12-19 00:00:00 XLE 300 @ 60.2599983215332"
## [1] "2006-12-19 00:00:00 XLE 300 @ 60.2599983215332"
## [1] "2006-12-28 00:00:00 XLE -300 @ 59.2200012207031"
## [1] "2006-12-28 00:00:00 XLE -300 @ 59.2200012207031"
## [1] "2007-01-03 00:00:00 XLE 300 @ 56.5800018310547"
## [1] "2007-01-03 00:00:00 XLE 300 @ 56.5800018310547"
## [1] "2007-01-16 00:00:00 XLE -300 @ 54.8699989318848"
## [1] "2007-01-16 00:00:00 XLE -300 @ 54.8699989318848"
## [1] "2007-01-30 00:00:00 XLE 300 @ 57.7200012207031"
## [1] "2007-01-30 00:00:00 XLE 300 @ 57.7200012207031"
## [1] "2007-01-31 00:00:00 XLE -300 @ 58.0900001525879"
## [1] "2007-01-31 00:00:00 XLE -300 @ 58.0900001525879"
## [1] "2007-02-08 00:00:00 XLE 300 @ 58.6300010681152"
## [1] "2007-02-08 00:00:00 XLE 300 @ 58.6300010681152"
## [1] "2007-02-09 00:00:00 XLE -300 @ 58.3899993896484"
## [1] "2007-02-09 00:00:00 XLE -300 @ 58.3899993896484"
## [1] "2007-02-13 00:00:00 XLE 300 @ 58.4199981689453"
## [1] "2007-02-13 00:00:00 XLE 300 @ 58.4199981689453"
## [1] "2007-02-23 00:00:00 XLE -300 @ 58.6500015258789"
## [1] "2007-02-23 00:00:00 XLE -300 @ 58.6500015258789"
## [1] "2007-02-28 00:00:00 XLE 300 @ 56.9000015258789"
## [1] "2007-02-28 00:00:00 XLE 300 @ 56.9000015258789"
## [1] "2007-03-08 00:00:00 XLE -300 @ 57.6500015258789"
## [1] "2007-03-08 00:00:00 XLE -300 @ 57.6500015258789"
## [1] "2007-03-14 00:00:00 XLE 300 @ 57.2000007629395"
## [1] "2007-03-14 00:00:00 XLE 300 @ 57.2000007629395"
## [1] "2007-03-21 00:00:00 XLE -300 @ 58.7400016784668"
## [1] "2007-03-21 00:00:00 XLE -300 @ 58.7400016784668"
## [1] "2007-04-02 00:00:00 XLE 300 @ 60.8699989318848"
## [1] "2007-04-02 00:00:00 XLE 300 @ 60.8699989318848"
## [1] "2007-04-04 00:00:00 XLE -300 @ 61.3499984741211"
## [1] "2007-04-04 00:00:00 XLE -300 @ 61.3499984741211"
## [1] "2007-04-19 00:00:00 XLE 300 @ 61.9599990844727"
## [1] "2007-04-19 00:00:00 XLE 300 @ 61.9599990844727"
## [1] "2007-04-24 00:00:00 XLE -300 @ 62.9799995422363"
## [1] "2007-04-24 00:00:00 XLE -300 @ 62.9799995422363"
## [1] "2007-05-01 00:00:00 XLE 300 @ 63.6500015258789"
## [1] "2007-05-01 00:00:00 XLE 300 @ 63.6500015258789"
## [1] "2007-05-03 00:00:00 XLE -300 @ 64.6999969482422"
## [1] "2007-05-03 00:00:00 XLE -300 @ 64.6999969482422"
## [1] "2007-05-11 00:00:00 XLE 300 @ 65.2099990844727"
## [1] "2007-05-11 00:00:00 XLE 300 @ 65.2099990844727"
## [1] "2007-05-14 00:00:00 XLE -300 @ 65.2300033569336"
## [1] "2007-05-14 00:00:00 XLE -300 @ 65.2300033569336"
## [1] "2007-05-25 00:00:00 XLE 300 @ 67.6999969482422"
## [1] "2007-05-25 00:00:00 XLE 300 @ 67.6999969482422"
## [1] "2007-05-31 00:00:00 XLE -300 @ 68.3000030517578"
## [1] "2007-05-31 00:00:00 XLE -300 @ 68.3000030517578"
## [1] "2007-06-07 00:00:00 XLE 300 @ 67.6399993896484"
## [1] "2007-06-07 00:00:00 XLE 300 @ 67.6399993896484"
## [1] "2007-06-14 00:00:00 XLE -300 @ 70.1100006103516"
## [1] "2007-06-14 00:00:00 XLE -300 @ 70.1100006103516"
## [1] "2007-06-21 00:00:00 XLE 300 @ 70.4499969482422"
## [1] "2007-06-21 00:00:00 XLE 300 @ 70.4499969482422"
## [1] "2007-07-03 00:00:00 XLE -300 @ 70.75"
## [1] "2007-07-03 00:00:00 XLE -300 @ 70.75"
## [1] "2007-07-18 00:00:00 XLE 300 @ 73.6800003051758"
## [1] "2007-07-18 00:00:00 XLE 300 @ 73.6800003051758"
## [1] "2007-07-19 00:00:00 XLE -300 @ 74.3499984741211"
## [1] "2007-07-19 00:00:00 XLE -300 @ 74.3499984741211"
## [1] "2007-07-25 00:00:00 XLE 300 @ 73.3000030517578"
## [1] "2007-07-25 00:00:00 XLE 300 @ 73.3000030517578"
## [1] "2007-08-08 00:00:00 XLE -300 @ 69.3499984741211"
## [1] "2007-08-08 00:00:00 XLE -300 @ 69.3499984741211"
## [1] "2007-08-15 00:00:00 XLE 300 @ 65.5"
## [1] "2007-08-15 00:00:00 XLE 300 @ 65.5"
## [1] "2007-08-20 00:00:00 XLE -300 @ 67.3499984741211"
## [1] "2007-08-20 00:00:00 XLE -300 @ 67.3499984741211"
## [1] "2007-08-29 00:00:00 XLE 300 @ 68.9599990844727"
## [1] "2007-08-29 00:00:00 XLE 300 @ 68.9599990844727"
## [1] "2007-09-04 00:00:00 XLE -300 @ 71.0999984741211"
## [1] "2007-09-04 00:00:00 XLE -300 @ 71.0999984741211"
## [1] "2007-09-11 00:00:00 XLE 300 @ 71.3499984741211"
## [1] "2007-09-11 00:00:00 XLE 300 @ 71.3499984741211"
## [1] "2007-09-12 00:00:00 XLE -300 @ 71.8499984741211"
## [1] "2007-09-12 00:00:00 XLE -300 @ 71.8499984741211"
## [1] "2007-09-26 00:00:00 XLE 300 @ 74.5299987792969"
## [1] "2007-09-26 00:00:00 XLE 300 @ 74.5299987792969"
## [1] "2007-09-28 00:00:00 XLE -300 @ 74.8000030517578"
## [1] "2007-09-28 00:00:00 XLE -300 @ 74.8000030517578"
## [1] "2007-10-04 00:00:00 XLE 300 @ 74.75"
## [1] "2007-10-04 00:00:00 XLE 300 @ 74.75"
## [1] "2007-10-10 00:00:00 XLE -300 @ 76.8300018310547"
## [1] "2007-10-10 00:00:00 XLE -300 @ 76.8300018310547"
## [1] "2007-10-22 00:00:00 XLE 300 @ 73.5500030517578"
## [1] "2007-10-22 00:00:00 XLE 300 @ 73.5500030517578"
## [1] "2007-10-26 00:00:00 XLE -300 @ 76.9499969482422"
## [1] "2007-10-26 00:00:00 XLE -300 @ 76.9499969482422"
## [1] "2007-10-31 00:00:00 XLE 300 @ 76.6999969482422"
## [1] "2007-10-31 00:00:00 XLE 300 @ 76.6999969482422"
## [1] "2007-11-07 00:00:00 XLE -300 @ 74.5500030517578"
## [1] "2007-11-07 00:00:00 XLE -300 @ 74.5500030517578"
## [1] "2007-11-08 00:00:00 XLE 300 @ 75.8499984741211"
## [1] "2007-11-08 00:00:00 XLE 300 @ 75.8499984741211"
## [1] "2007-11-21 00:00:00 XLE -300 @ 72.1500015258789"
## [1] "2007-11-21 00:00:00 XLE -300 @ 72.1500015258789"
## [1] "2007-11-27 00:00:00 XLE 300 @ 70.6999969482422"
## [1] "2007-11-27 00:00:00 XLE 300 @ 70.6999969482422"
## [1] "2007-11-30 00:00:00 XLE -300 @ 73.4700012207031"
## [1] "2007-11-30 00:00:00 XLE -300 @ 73.4700012207031"
## [1] "2007-12-12 00:00:00 XLE 300 @ 77.5"
## [1] "2007-12-12 00:00:00 XLE 300 @ 77.5"
## [1] "2007-12-13 00:00:00 XLE -300 @ 77.6900024414062"
## [1] "2007-12-13 00:00:00 XLE -300 @ 77.6900024414062"
## [1] "2007-12-18 00:00:00 XLE 300 @ 75.8000030517578"
## [1] "2007-12-18 00:00:00 XLE 300 @ 75.8000030517578"
## [1] "2007-12-21 00:00:00 XLE -300 @ 79.3000030517578"
## [1] "2007-12-21 00:00:00 XLE -300 @ 79.3000030517578"
## [1] "2008-01-07 00:00:00 XLE 300 @ 77.1999969482422"
## [1] "2008-01-07 00:00:00 XLE 300 @ 77.1999969482422"
## [1] "2008-01-15 00:00:00 XLE -300 @ 73.9100036621094"
## [1] "2008-01-15 00:00:00 XLE -300 @ 73.9100036621094"
## [1] "2008-01-16 00:00:00 XLE 300 @ 71.4499969482422"
## [1] "2008-01-16 00:00:00 XLE 300 @ 71.4499969482422"
## [1] "2008-01-25 00:00:00 XLE -300 @ 68.6999969482422"
## [1] "2008-01-25 00:00:00 XLE -300 @ 68.6999969482422"
## [1] "2008-02-06 00:00:00 XLE 300 @ 67.5100021362305"
## [1] "2008-02-06 00:00:00 XLE 300 @ 67.5100021362305"
## [1] "2008-02-11 00:00:00 XLE -300 @ 71.6500015258789"
## [1] "2008-02-11 00:00:00 XLE -300 @ 71.6500015258789"
## [1] "2008-03-03 00:00:00 XLE 300 @ 77"
## [1] "2008-03-03 00:00:00 XLE 300 @ 77"
## [1] "2008-03-12 00:00:00 XLE -300 @ 74.9000015258789"
## [1] "2008-03-12 00:00:00 XLE -300 @ 74.9000015258789"
## [1] "2008-03-18 00:00:00 XLE 300 @ 75.3000030517578"
## [1] "2008-03-18 00:00:00 XLE 300 @ 75.3000030517578"
## [1] "2008-03-27 00:00:00 XLE -300 @ 73.5999984741211"
## [1] "2008-03-27 00:00:00 XLE -300 @ 73.5999984741211"
## [1] "2008-04-14 00:00:00 XLE 300 @ 79.2799987792969"
## [1] "2008-04-14 00:00:00 XLE 300 @ 79.2799987792969"
## [1] "2008-04-15 00:00:00 XLE -300 @ 79.6999969482422"
## [1] "2008-04-15 00:00:00 XLE -300 @ 79.6999969482422"
## [1] "2008-04-25 00:00:00 XLE 300 @ 82.879997253418"
## [1] "2008-04-25 00:00:00 XLE 300 @ 82.879997253418"
## [1] "2008-05-06 00:00:00 XLE -300 @ 84.8399963378906"
## [1] "2008-05-06 00:00:00 XLE -300 @ 84.8399963378906"
## [1] "2008-05-23 00:00:00 XLE 300 @ 86.2600021362305"
## [1] "2008-05-23 00:00:00 XLE 300 @ 86.2600021362305"
## [1] "2008-06-06 00:00:00 XLE -300 @ 86.0199966430664"
## [1] "2008-06-06 00:00:00 XLE -300 @ 86.0199966430664"
## [1] "2008-06-13 00:00:00 XLE 300 @ 86.5999984741211"
## [1] "2008-06-13 00:00:00 XLE 300 @ 86.5999984741211"
## [1] "2008-06-18 00:00:00 XLE -300 @ 88.6900024414062"
## [1] "2008-06-18 00:00:00 XLE -300 @ 88.6900024414062"
## [1] "2008-06-20 00:00:00 XLE 300 @ 85.75"
## [1] "2008-06-20 00:00:00 XLE 300 @ 85.75"
## [1] "2008-06-24 00:00:00 XLE -300 @ 87.4499969482422"
## [1] "2008-06-24 00:00:00 XLE -300 @ 87.4499969482422"
## [1] "2008-06-27 00:00:00 XLE 300 @ 87.25"
## [1] "2008-06-27 00:00:00 XLE 300 @ 87.25"
## [1] "2008-07-01 00:00:00 XLE -300 @ 88.8499984741211"
## [1] "2008-07-01 00:00:00 XLE -300 @ 88.8499984741211"
## [1] "2008-07-03 00:00:00 XLE 300 @ 84.9000015258789"
## [1] "2008-07-03 00:00:00 XLE 300 @ 84.9000015258789"
## [1] "2008-07-22 00:00:00 XLE -300 @ 76.5699996948242"
## [1] "2008-07-22 00:00:00 XLE -300 @ 76.5699996948242"
## [1] "2008-07-24 00:00:00 XLE 300 @ 73.6100006103516"
## [1] "2008-07-24 00:00:00 XLE 300 @ 73.6100006103516"
## [1] "2008-07-31 00:00:00 XLE -300 @ 74.4000015258789"
## [1] "2008-07-31 00:00:00 XLE -300 @ 74.4000015258789"
## [1] "2008-08-05 00:00:00 XLE 300 @ 71.4199981689453"
## [1] "2008-08-05 00:00:00 XLE 300 @ 71.4199981689453"
## [1] "2008-08-14 00:00:00 XLE -300 @ 72.1500015258789"
## [1] "2008-08-14 00:00:00 XLE -300 @ 72.1500015258789"
## [1] "2008-08-18 00:00:00 XLE 300 @ 69.9000015258789"
## [1] "2008-08-18 00:00:00 XLE 300 @ 69.9000015258789"
## [1] "2008-08-20 00:00:00 XLE -300 @ 74.5"
## [1] "2008-08-20 00:00:00 XLE -300 @ 74.5"
## [1] "2008-09-03 00:00:00 XLE 300 @ 70.2799987792969"
## [1] "2008-09-03 00:00:00 XLE 300 @ 70.2799987792969"
## [1] "2008-09-15 00:00:00 XLE -300 @ 63.6500015258789"
## [1] "2008-09-15 00:00:00 XLE -300 @ 63.6500015258789"
## [1] "2008-09-16 00:00:00 XLE 300 @ 66.3399963378906"
## [1] "2008-09-16 00:00:00 XLE 300 @ 66.3399963378906"
## [1] "2008-09-22 00:00:00 XLE -300 @ 70"
## [1] "2008-09-22 00:00:00 XLE -300 @ 70"
## [1] "2008-09-30 00:00:00 XLE 300 @ 63.2999992370605"
## [1] "2008-09-30 00:00:00 XLE 300 @ 63.2999992370605"
## [1] "2008-10-15 00:00:00 XLE -300 @ 43.2999992370605"
## [1] "2008-10-15 00:00:00 XLE -300 @ 43.2999992370605"
## [1] "2008-10-16 00:00:00 XLE 300 @ 44.9500007629395"
## [1] "2008-10-16 00:00:00 XLE 300 @ 44.9500007629395"
## [1] "2008-10-21 00:00:00 XLE -300 @ 48.9599990844727"
## [1] "2008-10-21 00:00:00 XLE -300 @ 48.9599990844727"
## [1] "2008-10-23 00:00:00 XLE 300 @ 46.5499992370605"
## [1] "2008-10-23 00:00:00 XLE 300 @ 46.5499992370605"
## [1] "2008-10-29 00:00:00 XLE -300 @ 48.1300010681152"
## [1] "2008-10-29 00:00:00 XLE -300 @ 48.1300010681152"
## [1] "2008-11-07 00:00:00 XLE 300 @ 49.8499984741211"
## [1] "2008-11-07 00:00:00 XLE 300 @ 49.8499984741211"
## [1] "2008-11-25 00:00:00 XLE -300 @ 48.3899993896484"
## [1] "2008-11-25 00:00:00 XLE -300 @ 48.3899993896484"
## [1] "2008-12-02 00:00:00 XLE 300 @ 46.4500007629395"
## [1] "2008-12-02 00:00:00 XLE 300 @ 46.4500007629395"
## [1] "2008-12-09 00:00:00 XLE -300 @ 46.5800018310547"
## [1] "2008-12-09 00:00:00 XLE -300 @ 46.5800018310547"
## [1] "2008-12-19 00:00:00 XLE 300 @ 46"
## [1] "2008-12-19 00:00:00 XLE 300 @ 46"
## [1] "2008-12-30 00:00:00 XLE -300 @ 47.2700004577637"
## [1] "2008-12-30 00:00:00 XLE -300 @ 47.2700004577637"
## [1] "2009-01-12 00:00:00 XLE 300 @ 46.7200012207031"
## [1] "2009-01-12 00:00:00 XLE 300 @ 46.7200012207031"
## [1] "2009-01-27 00:00:00 XLE -300 @ 48.0099983215332"
## [1] "2009-01-27 00:00:00 XLE -300 @ 48.0099983215332"
## [1] "2009-02-02 00:00:00 XLE 300 @ 46.1699981689453"
## [1] "2009-02-02 00:00:00 XLE 300 @ 46.1699981689453"
## [1] "2009-02-05 00:00:00 XLE -300 @ 48.5699996948242"
## [1] "2009-02-05 00:00:00 XLE -300 @ 48.5699996948242"
## [1] "2009-02-11 00:00:00 XLE 300 @ 46.7999992370605"
## [1] "2009-02-11 00:00:00 XLE 300 @ 46.7999992370605"
## [1] "2009-03-11 00:00:00 XLE -300 @ 40.6599998474121"
## [1] "2009-03-11 00:00:00 XLE -300 @ 40.6599998474121"
## [1] "2009-03-30 00:00:00 XLE 300 @ 42.8199996948242"
## [1] "2009-03-30 00:00:00 XLE 300 @ 42.8199996948242"
## [1] "2009-04-03 00:00:00 XLE -300 @ 46.0200004577637"
## [1] "2009-04-03 00:00:00 XLE -300 @ 46.0200004577637"
## [1] "2009-04-08 00:00:00 XLE 300 @ 44.2999992370605"
## [1] "2009-04-08 00:00:00 XLE 300 @ 44.2999992370605"
## [1] "2009-04-13 00:00:00 XLE -300 @ 45.0999984741211"
## [1] "2009-04-13 00:00:00 XLE -300 @ 45.0999984741211"
## [1] "2009-04-21 00:00:00 XLE 300 @ 44.4199981689453"
## [1] "2009-04-21 00:00:00 XLE 300 @ 44.4199981689453"
## [1] "2009-04-27 00:00:00 XLE -300 @ 45.2000007629395"
## [1] "2009-04-27 00:00:00 XLE -300 @ 45.2000007629395"
## [1] "2009-05-14 00:00:00 XLE 300 @ 49.0499992370605"
## [1] "2009-05-14 00:00:00 XLE 300 @ 49.0499992370605"
## [1] "2009-05-20 00:00:00 XLE -300 @ 50.0699996948242"
## [1] "2009-05-20 00:00:00 XLE -300 @ 50.0699996948242"
## [1] "2009-05-22 00:00:00 XLE 300 @ 48.6100006103516"
## [1] "2009-05-22 00:00:00 XLE 300 @ 48.6100006103516"
## [1] "2009-05-27 00:00:00 XLE -300 @ 49.0999984741211"
## [1] "2009-05-27 00:00:00 XLE -300 @ 49.0999984741211"
## [1] "2009-06-04 00:00:00 XLE 300 @ 52.5400009155273"
## [1] "2009-06-04 00:00:00 XLE 300 @ 52.5400009155273"
## [1] "2009-06-11 00:00:00 XLE -300 @ 54.0299987792969"
## [1] "2009-06-11 00:00:00 XLE -300 @ 54.0299987792969"
## [1] "2009-06-16 00:00:00 XLE 300 @ 50.9799995422363"
## [1] "2009-06-16 00:00:00 XLE 300 @ 50.9799995422363"
## [1] "2009-06-26 00:00:00 XLE -300 @ 47.8899993896484"
## [1] "2009-06-26 00:00:00 XLE -300 @ 47.8899993896484"
## [1] "2009-07-06 00:00:00 XLE 300 @ 45.689998626709"
## [1] "2009-07-06 00:00:00 XLE 300 @ 45.689998626709"
## [1] "2009-07-14 00:00:00 XLE -300 @ 45.9599990844727"
## [1] "2009-07-14 00:00:00 XLE -300 @ 45.9599990844727"
## [1] "2009-07-30 00:00:00 XLE 300 @ 50.1300010681152"
## [1] "2009-07-30 00:00:00 XLE 300 @ 50.1300010681152"
## [1] "2009-08-04 00:00:00 XLE -300 @ 51.8300018310547"
## [1] "2009-08-04 00:00:00 XLE -300 @ 51.8300018310547"
## [1] "2009-08-07 00:00:00 XLE 300 @ 50.8300018310547"
## [1] "2009-08-07 00:00:00 XLE 300 @ 50.8300018310547"
## [1] "2009-08-14 00:00:00 XLE -300 @ 50.7099990844727"
## [1] "2009-08-14 00:00:00 XLE -300 @ 50.7099990844727"
## [1] "2009-08-18 00:00:00 XLE 300 @ 49.560001373291"
## [1] "2009-08-18 00:00:00 XLE 300 @ 49.560001373291"
## [1] "2009-08-20 00:00:00 XLE -300 @ 50.9099998474121"
## [1] "2009-08-20 00:00:00 XLE -300 @ 50.9099998474121"
## [1] "2009-09-01 00:00:00 XLE 300 @ 50.2799987792969"
## [1] "2009-09-01 00:00:00 XLE 300 @ 50.2799987792969"
## [1] "2009-09-08 00:00:00 XLE -300 @ 52.3600006103516"
## [1] "2009-09-08 00:00:00 XLE -300 @ 52.3600006103516"
## [1] "2009-09-22 00:00:00 XLE 300 @ 55.5699996948242"
## [1] "2009-09-22 00:00:00 XLE 300 @ 55.5699996948242"
## [1] "2009-09-23 00:00:00 XLE -300 @ 54.4099998474121"
## [1] "2009-09-23 00:00:00 XLE -300 @ 54.4099998474121"
## [1] "2009-09-24 00:00:00 XLE 300 @ 53.6300010681152"
## [1] "2009-09-24 00:00:00 XLE 300 @ 53.6300010681152"
## [1] "2009-10-07 00:00:00 XLE -300 @ 54.7999992370605"
## [1] "2009-10-07 00:00:00 XLE -300 @ 54.7999992370605"
## [1] "2009-10-26 00:00:00 XLE 300 @ 57.3400001525879"
## [1] "2009-10-26 00:00:00 XLE 300 @ 57.3400001525879"
## [1] "2009-11-06 00:00:00 XLE -300 @ 57.0800018310547"
## [1] "2009-11-06 00:00:00 XLE -300 @ 57.0800018310547"
## [1] "2009-11-13 00:00:00 XLE 300 @ 57.2700004577637"
## [1] "2009-11-13 00:00:00 XLE 300 @ 57.2700004577637"
## [1] "2009-11-17 00:00:00 XLE -300 @ 58.6699981689453"
## [1] "2009-11-17 00:00:00 XLE -300 @ 58.6699981689453"
## [1] "2009-11-20 00:00:00 XLE 300 @ 56.5999984741211"
## [1] "2009-11-20 00:00:00 XLE 300 @ 56.5999984741211"
## [1] "2009-11-27 00:00:00 XLE -300 @ 57.0200004577637"
## [1] "2009-11-27 00:00:00 XLE -300 @ 57.0200004577637"
## [1] "2009-11-30 00:00:00 XLE 300 @ 56.8199996948242"
## [1] "2009-11-30 00:00:00 XLE 300 @ 56.8199996948242"
## [1] "2009-12-14 00:00:00 XLE -300 @ 56.0999984741211"
## [1] "2009-12-14 00:00:00 XLE -300 @ 56.0999984741211"
## [1] "2009-12-31 00:00:00 XLE 300 @ 57.0099983215332"
## [1] "2009-12-31 00:00:00 XLE 300 @ 57.0099983215332"
## [1] "2010-01-05 00:00:00 XLE -300 @ 59.2900009155273"
## [1] "2010-01-05 00:00:00 XLE -300 @ 59.2900009155273"
## [1] "2010-01-13 00:00:00 XLE 300 @ 59.5699996948242"
## [1] "2010-01-13 00:00:00 XLE 300 @ 59.5699996948242"
## [1] "2010-02-02 00:00:00 XLE -300 @ 57.0400009155273"
## [1] "2010-02-02 00:00:00 XLE -300 @ 57.0400009155273"
## [1] "2010-02-05 00:00:00 XLE 300 @ 54.2400016784668"
## [1] "2010-02-05 00:00:00 XLE 300 @ 54.2400016784668"
## [1] "2010-02-12 00:00:00 XLE -300 @ 55.5900001525879"
## [1] "2010-02-12 00:00:00 XLE -300 @ 55.5900001525879"
## [1] "2010-02-23 00:00:00 XLE 300 @ 55.6300010681152"
## [1] "2010-02-23 00:00:00 XLE 300 @ 55.6300010681152"
## [1] "2010-03-02 00:00:00 XLE -300 @ 57.1300010681152"
## [1] "2010-03-02 00:00:00 XLE -300 @ 57.1300010681152"
## [1] "2010-03-16 00:00:00 XLE 300 @ 58.4199981689453"
## [1] "2010-03-16 00:00:00 XLE 300 @ 58.4199981689453"
## [1] "2010-03-18 00:00:00 XLE -300 @ 58.1800003051758"
## [1] "2010-03-18 00:00:00 XLE -300 @ 58.1800003051758"
## [1] "2010-03-22 00:00:00 XLE 300 @ 57.1300010681152"
## [1] "2010-03-22 00:00:00 XLE 300 @ 57.1300010681152"
## [1] "2010-03-30 00:00:00 XLE -300 @ 57.2599983215332"
## [1] "2010-03-30 00:00:00 XLE -300 @ 57.2599983215332"
## [1] "2010-04-19 00:00:00 XLE 300 @ 59.3800010681152"
## [1] "2010-04-19 00:00:00 XLE 300 @ 59.3800010681152"
## [1] "2010-04-21 00:00:00 XLE -300 @ 60.4799995422363"
## [1] "2010-04-21 00:00:00 XLE -300 @ 60.4799995422363"
## [1] "2010-04-28 00:00:00 XLE 300 @ 60.5900001525879"
## [1] "2010-04-28 00:00:00 XLE 300 @ 60.5900001525879"
## [1] "2010-05-13 00:00:00 XLE -300 @ 57.3800010681152"
## [1] "2010-05-13 00:00:00 XLE -300 @ 57.3800010681152"
## [1] "2010-05-17 00:00:00 XLE 300 @ 55.6599998474121"
## [1] "2010-05-17 00:00:00 XLE 300 @ 55.6599998474121"
## [1] "2010-05-28 00:00:00 XLE -300 @ 53.0499992370605"
## [1] "2010-05-28 00:00:00 XLE -300 @ 53.0499992370605"
## [1] "2010-06-02 00:00:00 XLE 300 @ 52.7200012207031"
## [1] "2010-06-02 00:00:00 XLE 300 @ 52.7200012207031"
## [1] "2010-06-04 00:00:00 XLE -300 @ 51.5499992370605"
## [1] "2010-06-04 00:00:00 XLE -300 @ 51.5499992370605"
## [1] "2010-06-08 00:00:00 XLE 300 @ 51.9500007629395"
## [1] "2010-06-08 00:00:00 XLE 300 @ 51.9500007629395"
## [1] "2010-06-11 00:00:00 XLE -300 @ 54.3199996948242"
## [1] "2010-06-11 00:00:00 XLE -300 @ 54.3199996948242"
## [1] "2010-06-23 00:00:00 XLE 300 @ 53.4599990844727"
## [1] "2010-06-23 00:00:00 XLE 300 @ 53.4599990844727"
## [1] "2010-07-08 00:00:00 XLE -300 @ 52.3499984741211"
## [1] "2010-07-08 00:00:00 XLE -300 @ 52.3499984741211"
## [1] "2010-07-19 00:00:00 XLE 300 @ 52.060001373291"
## [1] "2010-07-19 00:00:00 XLE 300 @ 52.060001373291"
## [1] "2010-07-21 00:00:00 XLE -300 @ 52.3800010681152"
## [1] "2010-07-21 00:00:00 XLE -300 @ 52.3800010681152"
## [1] "2010-08-11 00:00:00 XLE 300 @ 53.7599983215332"
## [1] "2010-08-11 00:00:00 XLE 300 @ 53.7599983215332"
## [1] "2010-08-18 00:00:00 XLE -300 @ 53.7099990844727"
## [1] "2010-08-18 00:00:00 XLE -300 @ 53.7099990844727"
## [1] "2010-08-20 00:00:00 XLE 300 @ 52.189998626709"
## [1] "2010-08-20 00:00:00 XLE 300 @ 52.189998626709"
## [1] "2010-08-30 00:00:00 XLE -300 @ 51.3400001525879"
## [1] "2010-08-30 00:00:00 XLE -300 @ 51.3400001525879"
## [1] "2010-09-17 00:00:00 XLE 300 @ 53.8899993896484"
## [1] "2010-09-17 00:00:00 XLE 300 @ 53.8899993896484"
## [1] "2010-09-21 00:00:00 XLE -300 @ 54.8400001525879"
## [1] "2010-09-21 00:00:00 XLE -300 @ 54.8400001525879"
## [1] "2010-09-24 00:00:00 XLE 300 @ 55.2700004577637"
## [1] "2010-09-24 00:00:00 XLE 300 @ 55.2700004577637"
## [1] "2010-09-27 00:00:00 XLE -300 @ 55.060001373291"
## [1] "2010-09-27 00:00:00 XLE -300 @ 55.060001373291"
## [1] "2010-10-20 00:00:00 XLE 300 @ 58.939998626709"
## [1] "2010-10-20 00:00:00 XLE 300 @ 58.939998626709"
## [1] "2010-10-25 00:00:00 XLE -300 @ 59.4599990844727"
## [1] "2010-10-25 00:00:00 XLE -300 @ 59.4599990844727"
## [1] "2010-10-29 00:00:00 XLE 300 @ 59.2400016784668"
## [1] "2010-10-29 00:00:00 XLE 300 @ 59.2400016784668"
## [1] "2010-11-03 00:00:00 XLE -300 @ 60.0900001525879"
## [1] "2010-11-03 00:00:00 XLE -300 @ 60.0900001525879"
## [1] "2010-11-16 00:00:00 XLE 300 @ 61.4500007629395"
## [1] "2010-11-16 00:00:00 XLE 300 @ 61.4500007629395"
## [1] "2010-11-19 00:00:00 XLE -300 @ 63.5900001525879"
## [1] "2010-11-19 00:00:00 XLE -300 @ 63.5900001525879"
## [1] "2010-11-24 00:00:00 XLE 300 @ 63.2700004577637"
## [1] "2010-11-24 00:00:00 XLE 300 @ 63.2700004577637"
## [1] "2010-12-02 00:00:00 XLE -300 @ 65.5299987792969"
## [1] "2010-12-02 00:00:00 XLE -300 @ 65.5299987792969"
## [1] "2010-12-16 00:00:00 XLE 300 @ 66.1600036621094"
## [1] "2010-12-16 00:00:00 XLE 300 @ 66.1600036621094"
## [1] "2010-12-21 00:00:00 XLE -300 @ 66.9899978637695"
## [1] "2010-12-21 00:00:00 XLE -300 @ 66.9899978637695"
## [1] "2011-01-07 00:00:00 XLE 300 @ 68.2799987792969"
## [1] "2011-01-07 00:00:00 XLE 300 @ 68.2799987792969"
## [1] "2011-01-12 00:00:00 XLE -300 @ 70.0899963378906"
## [1] "2011-01-12 00:00:00 XLE -300 @ 70.0899963378906"
## [1] "2011-01-21 00:00:00 XLE 300 @ 70.0999984741211"
## [1] "2011-01-21 00:00:00 XLE 300 @ 70.0999984741211"
## [1] "2011-01-27 00:00:00 XLE -300 @ 71.4199981689453"
## [1] "2011-01-27 00:00:00 XLE -300 @ 71.4199981689453"
## [1] "2011-02-10 00:00:00 XLE 300 @ 74.120002746582"
## [1] "2011-02-10 00:00:00 XLE 300 @ 74.120002746582"
## [1] "2011-02-15 00:00:00 XLE -300 @ 74.9499969482422"
## [1] "2011-02-15 00:00:00 XLE -300 @ 74.9499969482422"
## [1] "2011-03-09 00:00:00 XLE 300 @ 76.620002746582"
## [1] "2011-03-09 00:00:00 XLE 300 @ 76.620002746582"
## [1] "2011-03-18 00:00:00 XLE -300 @ 75.3899993896484"
## [1] "2011-03-18 00:00:00 XLE -300 @ 75.3899993896484"
## [1] "2011-04-07 00:00:00 XLE 300 @ 79.4400024414062"
## [1] "2011-04-07 00:00:00 XLE 300 @ 79.4400024414062"
## [1] "2011-04-18 00:00:00 XLE -300 @ 76.0400009155273"
## [1] "2011-04-18 00:00:00 XLE -300 @ 76.0400009155273"
## [1] "2011-04-19 00:00:00 XLE 300 @ 76.8099975585938"
## [1] "2011-04-19 00:00:00 XLE 300 @ 76.8099975585938"
## [1] "2011-04-21 00:00:00 XLE -300 @ 78.9800033569336"
## [1] "2011-04-21 00:00:00 XLE -300 @ 78.9800033569336"
## [1] "2011-05-04 00:00:00 XLE 300 @ 76.0500030517578"
## [1] "2011-05-04 00:00:00 XLE 300 @ 76.0500030517578"
## [1] "2011-05-11 00:00:00 XLE -300 @ 74.2600021362305"
## [1] "2011-05-11 00:00:00 XLE -300 @ 74.2600021362305"
## [1] "2011-05-12 00:00:00 XLE 300 @ 74.1500015258789"
## [1] "2011-05-12 00:00:00 XLE 300 @ 74.1500015258789"
## [1] "2011-05-19 00:00:00 XLE -300 @ 74.7200012207031"
## [1] "2011-05-19 00:00:00 XLE -300 @ 74.7200012207031"
## [1] "2011-05-24 00:00:00 XLE 300 @ 74.5100021362305"
## [1] "2011-05-24 00:00:00 XLE 300 @ 74.5100021362305"
## [1] "2011-05-26 00:00:00 XLE -300 @ 76.1500015258789"
## [1] "2011-05-26 00:00:00 XLE -300 @ 76.1500015258789"
## [1] "2011-06-02 00:00:00 XLE 300 @ 75.2399978637695"
## [1] "2011-06-02 00:00:00 XLE 300 @ 75.2399978637695"
## [1] "2011-06-10 00:00:00 XLE -300 @ 73.3300018310547"
## [1] "2011-06-10 00:00:00 XLE -300 @ 73.3300018310547"
## [1] "2011-06-13 00:00:00 XLE 300 @ 72.1699981689453"
## [1] "2011-06-13 00:00:00 XLE 300 @ 72.1699981689453"
## [1] "2011-06-22 00:00:00 XLE -300 @ 73.0999984741211"
## [1] "2011-06-22 00:00:00 XLE -300 @ 73.0999984741211"
## [1] "2011-06-24 00:00:00 XLE 300 @ 70.9300003051758"
## [1] "2011-06-24 00:00:00 XLE 300 @ 70.9300003051758"
## [1] "2011-06-29 00:00:00 XLE -300 @ 74.25"
## [1] "2011-06-29 00:00:00 XLE -300 @ 74.25"
## [1] "2011-07-12 00:00:00 XLE 300 @ 74.7900009155273"
## [1] "2011-07-12 00:00:00 XLE 300 @ 74.7900009155273"
## [1] "2011-07-18 00:00:00 XLE -300 @ 76.5999984741211"
## [1] "2011-07-18 00:00:00 XLE -300 @ 76.5999984741211"
## [1] "2011-07-28 00:00:00 XLE 300 @ 77.2200012207031"
## [1] "2011-07-28 00:00:00 XLE 300 @ 77.2200012207031"
## [1] "2011-08-15 00:00:00 XLE -300 @ 69.2200012207031"
## [1] "2011-08-15 00:00:00 XLE -300 @ 69.2200012207031"
## [1] "2011-08-19 00:00:00 XLE 300 @ 63.2400016784668"
## [1] "2011-08-19 00:00:00 XLE 300 @ 63.2400016784668"
## [1] "2011-08-24 00:00:00 XLE -300 @ 65.9499969482422"
## [1] "2011-08-24 00:00:00 XLE -300 @ 65.9499969482422"
## [1] "2011-09-06 00:00:00 XLE 300 @ 65.5"
## [1] "2011-09-06 00:00:00 XLE 300 @ 65.5"
## [1] "2011-09-08 00:00:00 XLE -300 @ 67.1100006103516"
## [1] "2011-09-08 00:00:00 XLE -300 @ 67.1100006103516"
## [1] "2011-09-12 00:00:00 XLE 300 @ 65.1999969482422"
## [1] "2011-09-12 00:00:00 XLE 300 @ 65.1999969482422"
## [1] "2011-09-15 00:00:00 XLE -300 @ 67.5"
## [1] "2011-09-15 00:00:00 XLE -300 @ 67.5"
## [1] "2011-09-20 00:00:00 XLE 300 @ 65.620002746582"
## [1] "2011-09-20 00:00:00 XLE 300 @ 65.620002746582"
## [1] "2011-09-28 00:00:00 XLE -300 @ 59.7099990844727"
## [1] "2011-09-28 00:00:00 XLE -300 @ 59.7099990844727"
## [1] "2011-09-29 00:00:00 XLE 300 @ 60.2799987792969"
## [1] "2011-09-29 00:00:00 XLE 300 @ 60.2799987792969"
## [1] "2011-10-06 00:00:00 XLE -300 @ 61.6599998474121"
## [1] "2011-10-06 00:00:00 XLE -300 @ 61.6599998474121"
## [1] "2011-11-01 00:00:00 XLE 300 @ 67.4599990844727"
## [1] "2011-11-01 00:00:00 XLE 300 @ 67.4599990844727"
## [1] "2011-11-04 00:00:00 XLE -300 @ 71.2600021362305"
## [1] "2011-11-04 00:00:00 XLE -300 @ 71.2600021362305"
## [1] "2011-11-10 00:00:00 XLE 300 @ 70.8099975585938"
## [1] "2011-11-10 00:00:00 XLE 300 @ 70.8099975585938"
## [1] "2011-11-14 00:00:00 XLE -300 @ 71.3099975585938"
## [1] "2011-11-14 00:00:00 XLE -300 @ 71.3099975585938"
## [1] "2011-11-17 00:00:00 XLE 300 @ 68.5599975585938"
## [1] "2011-11-17 00:00:00 XLE 300 @ 68.5599975585938"
## [1] "2011-11-29 00:00:00 XLE -300 @ 67.1699981689453"
## [1] "2011-11-29 00:00:00 XLE -300 @ 67.1699981689453"
## [1] "2011-12-09 00:00:00 XLE 300 @ 70.1900024414062"
## [1] "2011-12-09 00:00:00 XLE 300 @ 70.1900024414062"
## [1] "2011-12-21 00:00:00 XLE -300 @ 68.4000015258789"
## [1] "2011-12-21 00:00:00 XLE -300 @ 68.4000015258789"
## [1] "2011-12-29 00:00:00 XLE 300 @ 69.1600036621094"
## [1] "2011-12-29 00:00:00 XLE 300 @ 69.1600036621094"
## [1] "2012-01-04 00:00:00 XLE -300 @ 71.1999969482422"
## [1] "2012-01-04 00:00:00 XLE -300 @ 71.1999969482422"
## [1] "2012-01-12 00:00:00 XLE 300 @ 69.7900009155273"
## [1] "2012-01-12 00:00:00 XLE 300 @ 69.7900009155273"
## [1] "2012-01-19 00:00:00 XLE -300 @ 71.370002746582"
## [1] "2012-01-19 00:00:00 XLE -300 @ 71.370002746582"
## [1] "2012-01-30 00:00:00 XLE 300 @ 71.1399993896484"
## [1] "2012-01-30 00:00:00 XLE 300 @ 71.1399993896484"
## [1] "2012-02-03 00:00:00 XLE -300 @ 72.7699966430664"
## [1] "2012-02-03 00:00:00 XLE -300 @ 72.7699966430664"
## [1] "2012-02-13 00:00:00 XLE 300 @ 73.620002746582"
## [1] "2012-02-13 00:00:00 XLE 300 @ 73.620002746582"
## [1] "2012-02-17 00:00:00 XLE -300 @ 74.870002746582"
## [1] "2012-02-17 00:00:00 XLE -300 @ 74.870002746582"
## [1] "2012-03-01 00:00:00 XLE 300 @ 75.5999984741211"
## [1] "2012-03-01 00:00:00 XLE 300 @ 75.5999984741211"
## [1] "2012-03-14 00:00:00 XLE -300 @ 73.9499969482422"
## [1] "2012-03-14 00:00:00 XLE -300 @ 73.9499969482422"
## [1] "2012-03-21 00:00:00 XLE 300 @ 73.129997253418"
## [1] "2012-03-21 00:00:00 XLE 300 @ 73.129997253418"
## [1] "2012-04-03 00:00:00 XLE -300 @ 71.8199996948242"
## [1] "2012-04-03 00:00:00 XLE -300 @ 71.8199996948242"
## [1] "2012-04-05 00:00:00 XLE 300 @ 70.5"
## [1] "2012-04-05 00:00:00 XLE 300 @ 70.5"
## [1] "2012-04-13 00:00:00 XLE -300 @ 68.6999969482422"
## [1] "2012-04-13 00:00:00 XLE -300 @ 68.6999969482422"
## [1] "2012-04-17 00:00:00 XLE 300 @ 69.3499984741211"
## [1] "2012-04-17 00:00:00 XLE 300 @ 69.3499984741211"
## [1] "2012-04-25 00:00:00 XLE -300 @ 70.0899963378906"
## [1] "2012-04-25 00:00:00 XLE -300 @ 70.0899963378906"
## [1] "2012-05-04 00:00:00 XLE 300 @ 68.3000030517578"
## [1] "2012-05-04 00:00:00 XLE 300 @ 68.3000030517578"
## [1] "2012-05-22 00:00:00 XLE -300 @ 65.25"
## [1] "2012-05-22 00:00:00 XLE -300 @ 65.25"
## [1] "2012-05-29 00:00:00 XLE 300 @ 66.2200012207031"
## [1] "2012-05-29 00:00:00 XLE 300 @ 66.2200012207031"
## [1] "2012-05-30 00:00:00 XLE -300 @ 64.1900024414062"
## [1] "2012-05-30 00:00:00 XLE -300 @ 64.1900024414062"
## [1] "2012-05-31 00:00:00 XLE 300 @ 63.6300010681152"
## [1] "2012-05-31 00:00:00 XLE 300 @ 63.6300010681152"
## [1] "2012-06-07 00:00:00 XLE -300 @ 64.4899978637695"
## [1] "2012-06-07 00:00:00 XLE -300 @ 64.4899978637695"
## [1] "2012-06-12 00:00:00 XLE 300 @ 64.5199966430664"
## [1] "2012-06-12 00:00:00 XLE 300 @ 64.5199966430664"
## [1] "2012-06-15 00:00:00 XLE -300 @ 65.620002746582"
## [1] "2012-06-15 00:00:00 XLE -300 @ 65.620002746582"
## [1] "2012-06-22 00:00:00 XLE 300 @ 63.439998626709"
## [1] "2012-06-22 00:00:00 XLE 300 @ 63.439998626709"
## [1] "2012-06-28 00:00:00 XLE -300 @ 64.4300003051758"
## [1] "2012-06-28 00:00:00 XLE -300 @ 64.4300003051758"
## [1] "2012-07-10 00:00:00 XLE 300 @ 64.9599990844727"
## [1] "2012-07-10 00:00:00 XLE 300 @ 64.9599990844727"
## [1] "2012-07-16 00:00:00 XLE -300 @ 66.9899978637695"
## [1] "2012-07-16 00:00:00 XLE -300 @ 66.9899978637695"
## [1] "2012-07-25 00:00:00 XLE 300 @ 67.0899963378906"
## [1] "2012-07-25 00:00:00 XLE 300 @ 67.0899963378906"
## [1] "2012-07-27 00:00:00 XLE -300 @ 70.2200012207031"
## [1] "2012-07-27 00:00:00 XLE -300 @ 70.2200012207031"
## [1] "2012-08-03 00:00:00 XLE 300 @ 70.4400024414062"
## [1] "2012-08-03 00:00:00 XLE 300 @ 70.4400024414062"
## [1] "2012-08-06 00:00:00 XLE -300 @ 70.629997253418"
## [1] "2012-08-06 00:00:00 XLE -300 @ 70.629997253418"
## [1] "2012-08-22 00:00:00 XLE 300 @ 72.3600006103516"
## [1] "2012-08-22 00:00:00 XLE 300 @ 72.3600006103516"
## [1] "2012-09-07 00:00:00 XLE -300 @ 73.4499969482422"
## [1] "2012-09-07 00:00:00 XLE -300 @ 73.4499969482422"
## [1] "2012-09-20 00:00:00 XLE 300 @ 74.9300003051758"
## [1] "2012-09-20 00:00:00 XLE 300 @ 74.9300003051758"
## [1] "2012-10-03 00:00:00 XLE -300 @ 73.0199966430664"
## [1] "2012-10-03 00:00:00 XLE -300 @ 73.0199966430664"
## [1] "2012-10-04 00:00:00 XLE 300 @ 73.75"
## [1] "2012-10-04 00:00:00 XLE 300 @ 73.75"
## [1] "2012-10-10 00:00:00 XLE -300 @ 72.4199981689453"
## [1] "2012-10-10 00:00:00 XLE -300 @ 72.4199981689453"
## [1] "2012-10-11 00:00:00 XLE 300 @ 72.9599990844727"
## [1] "2012-10-11 00:00:00 XLE 300 @ 72.9599990844727"
## [1] "2012-10-17 00:00:00 XLE -300 @ 75.0199966430664"
## [1] "2012-10-17 00:00:00 XLE -300 @ 75.0199966430664"
## [1] "2012-10-22 00:00:00 XLE 300 @ 73.4599990844727"
## [1] "2012-10-22 00:00:00 XLE 300 @ 73.4599990844727"
## [1] "2012-11-02 00:00:00 XLE -300 @ 71.0599975585938"
## [1] "2012-11-02 00:00:00 XLE -300 @ 71.0599975585938"
## [1] "2012-11-05 00:00:00 XLE 300 @ 71.5999984741211"
## [1] "2012-11-05 00:00:00 XLE 300 @ 71.5999984741211"
## [1] "2012-11-07 00:00:00 XLE -300 @ 70.8499984741211"
## [1] "2012-11-07 00:00:00 XLE -300 @ 70.8499984741211"
## [1] "2012-11-08 00:00:00 XLE 300 @ 69.5699996948242"
## [1] "2012-11-08 00:00:00 XLE 300 @ 69.5699996948242"
## [1] "2012-11-20 00:00:00 XLE -300 @ 70.2300033569336"
## [1] "2012-11-20 00:00:00 XLE -300 @ 70.2300033569336"
## [1] "2012-11-28 00:00:00 XLE 300 @ 70.9599990844727"
## [1] "2012-11-28 00:00:00 XLE 300 @ 70.9599990844727"
## [1] "2012-11-30 00:00:00 XLE -300 @ 71.0599975585938"
## [1] "2012-11-30 00:00:00 XLE -300 @ 71.0599975585938"
## [1] "2012-12-04 00:00:00 XLE 300 @ 70.4100036621094"
## [1] "2012-12-04 00:00:00 XLE 300 @ 70.4100036621094"
## [1] "2012-12-07 00:00:00 XLE -300 @ 71.5599975585938"
## [1] "2012-12-07 00:00:00 XLE -300 @ 71.5599975585938"
## [1] "2012-12-14 00:00:00 XLE 300 @ 71.2200012207031"
## [1] "2012-12-14 00:00:00 XLE 300 @ 71.2200012207031"
## [1] "2012-12-18 00:00:00 XLE -300 @ 73.1900024414062"
## [1] "2012-12-18 00:00:00 XLE -300 @ 73.1900024414062"
## [1] "2012-12-24 00:00:00 XLE 300 @ 71.5199966430664"
## [1] "2012-12-24 00:00:00 XLE 300 @ 71.5199966430664"
## [1] "2013-01-03 00:00:00 XLE -300 @ 72.9800033569336"
## [1] "2013-01-03 00:00:00 XLE -300 @ 72.9800033569336"
## [1] "2013-02-21 00:00:00 XLE 300 @ 77.1600036621094"
## [1] "2013-02-21 00:00:00 XLE 300 @ 77.1600036621094"
## [1] "2013-02-28 00:00:00 XLE -300 @ 77.6900024414062"
## [1] "2013-02-28 00:00:00 XLE -300 @ 77.6900024414062"
## [1] "2013-03-19 00:00:00 XLE 300 @ 78.0899963378906"
## [1] "2013-03-19 00:00:00 XLE 300 @ 78.0899963378906"
## [1] "2013-03-27 00:00:00 XLE -300 @ 79.5400009155273"
## [1] "2013-03-27 00:00:00 XLE -300 @ 79.5400009155273"
## [1] "2013-04-03 00:00:00 XLE 300 @ 77.2300033569336"
## [1] "2013-04-03 00:00:00 XLE 300 @ 77.2300033569336"
## [1] "2013-04-09 00:00:00 XLE -300 @ 78.4800033569336"
## [1] "2013-04-09 00:00:00 XLE -300 @ 78.4800033569336"
## [1] "2013-04-15 00:00:00 XLE 300 @ 74.8199996948242"
## [1] "2013-04-15 00:00:00 XLE 300 @ 74.8199996948242"
## [1] "2013-04-23 00:00:00 XLE -300 @ 76.2300033569336"
## [1] "2013-04-23 00:00:00 XLE -300 @ 76.2300033569336"
## [1] "2013-05-02 00:00:00 XLE 300 @ 78.0599975585938"
## [1] "2013-05-02 00:00:00 XLE 300 @ 78.0599975585938"
## [1] "2013-05-06 00:00:00 XLE -300 @ 80.0100021362305"
## [1] "2013-05-06 00:00:00 XLE -300 @ 80.0100021362305"
## [1] "2013-05-14 00:00:00 XLE 300 @ 81.4000015258789"
## [1] "2013-05-14 00:00:00 XLE 300 @ 81.4000015258789"
## [1] "2013-05-15 00:00:00 XLE -300 @ 81.1699981689453"
## [1] "2013-05-15 00:00:00 XLE -300 @ 81.1699981689453"
## [1] "2013-05-28 00:00:00 XLE 300 @ 82.5699996948242"
## [1] "2013-05-28 00:00:00 XLE 300 @ 82.5699996948242"
## [1] "2013-05-29 00:00:00 XLE -300 @ 82.3899993896484"
## [1] "2013-05-29 00:00:00 XLE -300 @ 82.3899993896484"
## [1] "2013-06-03 00:00:00 XLE 300 @ 81.2799987792969"
## [1] "2013-06-03 00:00:00 XLE 300 @ 81.2799987792969"
## [1] "2013-06-10 00:00:00 XLE -300 @ 81.0800018310547"
## [1] "2013-06-10 00:00:00 XLE -300 @ 81.0800018310547"
## [1] "2013-06-12 00:00:00 XLE 300 @ 79.3600006103516"
## [1] "2013-06-12 00:00:00 XLE 300 @ 79.3600006103516"
## [1] "2013-06-14 00:00:00 XLE -300 @ 79.9100036621094"
## [1] "2013-06-14 00:00:00 XLE -300 @ 79.9100036621094"
## [1] "2013-06-21 00:00:00 XLE 300 @ 78.1699981689453"
## [1] "2013-06-21 00:00:00 XLE 300 @ 78.1699981689453"
## [1] "2013-06-28 00:00:00 XLE -300 @ 78.3000030517578"
## [1] "2013-06-28 00:00:00 XLE -300 @ 78.3000030517578"
## [1] "2013-07-17 00:00:00 XLE 300 @ 81.6999969482422"
## [1] "2013-07-17 00:00:00 XLE 300 @ 81.6999969482422"
## [1] "2013-07-19 00:00:00 XLE -300 @ 83.7200012207031"
## [1] "2013-07-19 00:00:00 XLE -300 @ 83.7200012207031"
## [1] "2013-07-25 00:00:00 XLE 300 @ 83.2099990844727"
## [1] "2013-07-25 00:00:00 XLE 300 @ 83.2099990844727"
## [1] "2013-08-02 00:00:00 XLE -300 @ 83.3899993896484"
## [1] "2013-08-02 00:00:00 XLE -300 @ 83.3899993896484"
## [1] "2013-08-07 00:00:00 XLE 300 @ 82.3899993896484"
## [1] "2013-08-07 00:00:00 XLE 300 @ 82.3899993896484"
## [1] "2013-08-23 00:00:00 XLE -300 @ 81.7600021362305"
## [1] "2013-08-23 00:00:00 XLE -300 @ 81.7600021362305"
## [1] "2013-09-23 00:00:00 XLE 300 @ 83.629997253418"
## [1] "2013-09-23 00:00:00 XLE 300 @ 83.629997253418"
## [1] "2013-10-11 00:00:00 XLE -300 @ 84.2900009155273"
## [1] "2013-10-11 00:00:00 XLE -300 @ 84.2900009155273"
## [1] "2013-10-24 00:00:00 XLE 300 @ 86.0800018310547"
## [1] "2013-10-24 00:00:00 XLE 300 @ 86.0800018310547"
## [1] "2013-10-29 00:00:00 XLE -300 @ 87.2799987792969"
## [1] "2013-10-29 00:00:00 XLE -300 @ 87.2799987792969"
## [1] "2013-11-01 00:00:00 XLE 300 @ 86.0800018310547"
## [1] "2013-11-01 00:00:00 XLE 300 @ 86.0800018310547"
## [1] "2013-11-05 00:00:00 XLE -300 @ 86.3600006103516"
## [1] "2013-11-05 00:00:00 XLE -300 @ 86.3600006103516"
## [1] "2013-11-08 00:00:00 XLE 300 @ 86.5500030517578"
## [1] "2013-11-08 00:00:00 XLE 300 @ 86.5500030517578"
## [1] "2013-11-15 00:00:00 XLE -300 @ 87.6600036621094"
## [1] "2013-11-15 00:00:00 XLE -300 @ 87.6600036621094"
## [1] "2013-11-27 00:00:00 XLE 300 @ 86.620002746582"
## [1] "2013-11-27 00:00:00 XLE 300 @ 86.620002746582"
## [1] "2013-12-17 00:00:00 XLE -300 @ 85.379997253418"
## [1] "2013-12-17 00:00:00 XLE -300 @ 85.379997253418"
## [1] "2014-01-03 00:00:00 XLE 300 @ 86.9300003051758"
## [1] "2014-01-03 00:00:00 XLE 300 @ 86.9300003051758"
## [1] "2014-01-08 00:00:00 XLE -300 @ 87.0999984741211"
## [1] "2014-01-08 00:00:00 XLE -300 @ 87.0999984741211"
## [1] "2014-01-10 00:00:00 XLE 300 @ 86.9000015258789"
## [1] "2014-01-10 00:00:00 XLE 300 @ 86.9000015258789"
## [1] "2014-01-22 00:00:00 XLE -300 @ 87.120002746582"
## [1] "2014-01-22 00:00:00 XLE -300 @ 87.120002746582"
## [1] "2014-01-24 00:00:00 XLE 300 @ 84.3300018310547"
## [1] "2014-01-24 00:00:00 XLE 300 @ 84.3300018310547"
## [1] "2014-02-10 00:00:00 XLE -300 @ 83.629997253418"
## [1] "2014-02-10 00:00:00 XLE -300 @ 83.629997253418"
## [1] "2014-03-12 00:00:00 XLE 300 @ 87.1699981689453"
## [1] "2014-03-12 00:00:00 XLE 300 @ 87.1699981689453"
## [1] "2014-03-19 00:00:00 XLE -300 @ 86.9100036621094"
## [1] "2014-03-19 00:00:00 XLE -300 @ 86.9100036621094"
## [1] "2014-03-25 00:00:00 XLE 300 @ 87.6600036621094"
## [1] "2014-03-25 00:00:00 XLE 300 @ 87.6600036621094"
## [1] "2014-03-26 00:00:00 XLE -300 @ 87.25"
## [1] "2014-03-26 00:00:00 XLE -300 @ 87.25"
## [1] "2014-04-08 00:00:00 XLE 300 @ 89.5400009155273"
## [1] "2014-04-08 00:00:00 XLE 300 @ 89.5400009155273"
## [1] "2014-04-15 00:00:00 XLE -300 @ 90.8600006103516"
## [1] "2014-04-15 00:00:00 XLE -300 @ 90.8600006103516"
## [1] "2014-04-28 00:00:00 XLE 300 @ 93.3899993896484"
## [1] "2014-04-28 00:00:00 XLE 300 @ 93.3899993896484"
## [1] "2014-04-30 00:00:00 XLE -300 @ 93.7399978637695"
## [1] "2014-04-30 00:00:00 XLE -300 @ 93.7399978637695"
## [1] "2014-05-09 00:00:00 XLE 300 @ 93.6699981689453"
## [1] "2014-05-09 00:00:00 XLE 300 @ 93.6699981689453"
## [1] "2014-05-14 00:00:00 XLE -300 @ 94.7200012207031"
## [1] "2014-05-14 00:00:00 XLE -300 @ 94.7200012207031"
## [1] "2014-05-16 00:00:00 XLE 300 @ 93.4000015258789"
## [1] "2014-05-16 00:00:00 XLE 300 @ 93.4000015258789"
## [1] "2014-05-22 00:00:00 XLE -300 @ 94.3399963378906"
## [1] "2014-05-22 00:00:00 XLE -300 @ 94.3399963378906"
## [1] "2014-06-25 00:00:00 XLE 300 @ 99.9100036621094"
## [1] "2014-06-25 00:00:00 XLE 300 @ 99.9100036621094"
## [1] "2014-07-02 00:00:00 XLE -300 @ 100.01000213623"
## [1] "2014-07-02 00:00:00 XLE -300 @ 100.01000213623"
## [1] "2014-07-08 00:00:00 XLE 300 @ 99.4599990844727"
## [1] "2014-07-08 00:00:00 XLE 300 @ 99.4599990844727"
## [1] "2014-07-10 00:00:00 XLE -300 @ 99.1600036621094"
## [1] "2014-07-10 00:00:00 XLE -300 @ 99.1600036621094"
## [1] "2014-07-11 00:00:00 XLE 300 @ 98.4000015258789"
## [1] "2014-07-11 00:00:00 XLE 300 @ 98.4000015258789"
## [1] "2014-07-17 00:00:00 XLE -300 @ 98.6999969482422"
## [1] "2014-07-17 00:00:00 XLE -300 @ 98.6999969482422"
## [1] "2014-07-28 00:00:00 XLE 300 @ 99.5999984741211"
## [1] "2014-07-28 00:00:00 XLE 300 @ 99.5999984741211"
## [1] "2014-08-11 00:00:00 XLE -300 @ 96.6100006103516"
## [1] "2014-08-11 00:00:00 XLE -300 @ 96.6100006103516"
## [1] "2014-08-15 00:00:00 XLE 300 @ 96.370002746582"
## [1] "2014-08-15 00:00:00 XLE 300 @ 96.370002746582"
## [1] "2014-08-19 00:00:00 XLE -300 @ 97.370002746582"
## [1] "2014-08-19 00:00:00 XLE -300 @ 97.370002746582"
## [1] "2014-08-25 00:00:00 XLE 300 @ 97.870002746582"
## [1] "2014-08-25 00:00:00 XLE 300 @ 97.870002746582"
## [1] "2014-08-26 00:00:00 XLE -300 @ 98.370002746582"
## [1] "2014-08-26 00:00:00 XLE -300 @ 98.370002746582"
## [1] "2014-09-03 00:00:00 XLE 300 @ 97.75"
## [1] "2014-09-03 00:00:00 XLE 300 @ 97.75"
## [1] "2014-09-17 00:00:00 XLE -300 @ 94.8399963378906"
## [1] "2014-09-17 00:00:00 XLE -300 @ 94.8399963378906"
## [1] "2014-09-22 00:00:00 XLE 300 @ 92.4100036621094"
## [1] "2014-09-22 00:00:00 XLE 300 @ 92.4100036621094"
## [1] "2014-10-20 00:00:00 XLE -300 @ 83.4199981689453"
## [1] "2014-10-20 00:00:00 XLE -300 @ 83.4199981689453"
## [1] "2014-10-28 00:00:00 XLE 300 @ 85.7099990844727"
## [1] "2014-10-28 00:00:00 XLE 300 @ 85.7099990844727"
## [1] "2014-10-30 00:00:00 XLE -300 @ 85.6800003051758"
## [1] "2014-10-30 00:00:00 XLE -300 @ 85.6800003051758"
## [1] "2014-11-05 00:00:00 XLE 300 @ 85.75"
## [1] "2014-11-05 00:00:00 XLE 300 @ 85.75"
## [1] "2014-11-07 00:00:00 XLE -300 @ 87.7900009155273"
## [1] "2014-11-07 00:00:00 XLE -300 @ 87.7900009155273"
## [1] "2014-11-13 00:00:00 XLE 300 @ 85.3399963378906"
## [1] "2014-11-13 00:00:00 XLE 300 @ 85.3399963378906"
## [1] "2014-11-20 00:00:00 XLE -300 @ 87.3600006103516"
## [1] "2014-11-20 00:00:00 XLE -300 @ 87.3600006103516"
## [1] "2014-11-26 00:00:00 XLE 300 @ 85.3000030517578"
## [1] "2014-11-26 00:00:00 XLE 300 @ 85.3000030517578"
## [1] "2014-12-18 00:00:00 XLE -300 @ 78.5599975585938"
## [1] "2014-12-18 00:00:00 XLE -300 @ 78.5599975585938"
## [1] "2014-12-31 00:00:00 XLE 300 @ 79.1600036621094"
## [1] "2014-12-31 00:00:00 XLE 300 @ 79.1600036621094"
## [1] "2015-01-09 00:00:00 XLE -300 @ 76.3600006103516"
## [1] "2015-01-09 00:00:00 XLE -300 @ 76.3600006103516"
## [1] "2015-01-13 00:00:00 XLE 300 @ 73.5699996948242"
## [1] "2015-01-13 00:00:00 XLE 300 @ 73.5699996948242"
## [1] "2015-01-20 00:00:00 XLE -300 @ 75.3199996948242"
## [1] "2015-01-20 00:00:00 XLE -300 @ 75.3199996948242"
## [1] "2015-01-29 00:00:00 XLE 300 @ 74.9000015258789"
## [1] "2015-01-29 00:00:00 XLE 300 @ 74.9000015258789"
## [1] "2015-02-03 00:00:00 XLE -300 @ 79.9899978637695"
## [1] "2015-02-03 00:00:00 XLE -300 @ 79.9899978637695"
## [1] "2015-02-12 00:00:00 XLE 300 @ 80.3399963378906"
## [1] "2015-02-12 00:00:00 XLE 300 @ 80.3399963378906"
## [1] "2015-02-13 00:00:00 XLE -300 @ 82.0400009155273"
## [1] "2015-02-13 00:00:00 XLE -300 @ 82.0400009155273"
## [1] "2015-02-20 00:00:00 XLE 300 @ 80.5400009155273"
## [1] "2015-02-20 00:00:00 XLE 300 @ 80.5400009155273"
## [1] "2015-02-26 00:00:00 XLE -300 @ 79.370002746582"
## [1] "2015-02-26 00:00:00 XLE -300 @ 79.370002746582"
## [1] "2015-02-27 00:00:00 XLE 300 @ 79.0199966430664"
## [1] "2015-02-27 00:00:00 XLE 300 @ 79.0199966430664"
## [1] "2015-03-17 00:00:00 XLE -300 @ 75.3499984741211"
## [1] "2015-03-17 00:00:00 XLE -300 @ 75.3499984741211"
## [1] "2015-03-25 00:00:00 XLE 300 @ 77.120002746582"
## [1] "2015-03-25 00:00:00 XLE 300 @ 77.120002746582"
## [1] "2015-03-26 00:00:00 XLE -300 @ 77.0299987792969"
## [1] "2015-03-26 00:00:00 XLE -300 @ 77.0299987792969"
## [1] "2015-03-30 00:00:00 XLE 300 @ 78.0400009155273"
## [1] "2015-03-30 00:00:00 XLE 300 @ 78.0400009155273"
## [1] "2015-03-31 00:00:00 XLE -300 @ 77.5800018310547"
## [1] "2015-03-31 00:00:00 XLE -300 @ 77.5800018310547"
## [1] "2015-04-22 00:00:00 XLE 300 @ 81.8899993896484"
## [1] "2015-04-22 00:00:00 XLE 300 @ 81.8899993896484"
## [1] "2015-04-24 00:00:00 XLE -300 @ 81.9800033569336"
## [1] "2015-04-24 00:00:00 XLE -300 @ 81.9800033569336"
## [1] "2015-05-06 00:00:00 XLE 300 @ 81.3199996948242"
## [1] "2015-05-06 00:00:00 XLE 300 @ 81.3199996948242"
## [1] "2015-05-19 00:00:00 XLE -300 @ 79.5899963378906"
## [1] "2015-05-19 00:00:00 XLE -300 @ 79.5899963378906"
## [1] "2015-05-20 00:00:00 XLE 300 @ 79.7399978637695"
## [1] "2015-05-20 00:00:00 XLE 300 @ 79.7399978637695"
## [1] "2015-05-22 00:00:00 XLE -300 @ 80.1999969482422"
## [1] "2015-05-22 00:00:00 XLE -300 @ 80.1999969482422"
## [1] "2015-05-27 00:00:00 XLE 300 @ 78.7900009155273"
## [1] "2015-05-27 00:00:00 XLE 300 @ 78.7900009155273"
## [1] "2015-06-03 00:00:00 XLE -300 @ 78.1900024414062"
## [1] "2015-06-03 00:00:00 XLE -300 @ 78.1900024414062"
## [1] "2015-06-04 00:00:00 XLE 300 @ 77.129997253418"
## [1] "2015-06-04 00:00:00 XLE 300 @ 77.129997253418"
## [1] "2015-06-11 00:00:00 XLE -300 @ 77.8199996948242"
## [1] "2015-06-11 00:00:00 XLE -300 @ 77.8199996948242"
## [1] "2015-06-15 00:00:00 XLE 300 @ 76.7699966430664"
## [1] "2015-06-15 00:00:00 XLE 300 @ 76.7699966430664"
## [1] "2015-07-14 00:00:00 XLE -300 @ 74.5400009155273"
## [1] "2015-07-14 00:00:00 XLE -300 @ 74.5400009155273"
## [1] "2015-07-16 00:00:00 XLE 300 @ 73.3300018310547"
## [1] "2015-07-16 00:00:00 XLE 300 @ 73.3300018310547"
## [1] "2015-07-30 00:00:00 XLE -300 @ 70.9300003051758"
## [1] "2015-07-30 00:00:00 XLE -300 @ 70.9300003051758"
## [1] "2015-08-03 00:00:00 XLE 300 @ 67.9199981689453"
## [1] "2015-08-03 00:00:00 XLE 300 @ 67.9199981689453"
## [1] "2015-08-11 00:00:00 XLE -300 @ 69.3000030517578"
## [1] "2015-08-11 00:00:00 XLE -300 @ 69.3000030517578"
## [1] "2015-08-20 00:00:00 XLE 300 @ 65.8000030517578"
## [1] "2015-08-20 00:00:00 XLE 300 @ 65.8000030517578"
## [1] "2015-08-28 00:00:00 XLE -300 @ 65.75"
## [1] "2015-08-28 00:00:00 XLE -300 @ 65.75"
## [1] "2015-09-08 00:00:00 XLE 300 @ 64.7900009155273"
## [1] "2015-09-08 00:00:00 XLE 300 @ 64.7900009155273"
## [1] "2015-09-17 00:00:00 XLE -300 @ 65.2799987792969"
## [1] "2015-09-17 00:00:00 XLE -300 @ 65.2799987792969"
## [1] "2015-09-21 00:00:00 XLE 300 @ 63.4599990844727"
## [1] "2015-09-21 00:00:00 XLE 300 @ 63.4599990844727"
## [1] "2015-10-02 00:00:00 XLE -300 @ 63.8499984741211"
## [1] "2015-10-02 00:00:00 XLE -300 @ 63.8499984741211"
## [1] "2015-10-14 00:00:00 XLE 300 @ 67.9199981689453"
## [1] "2015-10-14 00:00:00 XLE 300 @ 67.9199981689453"
## [1] "2015-10-16 00:00:00 XLE -300 @ 69.2300033569336"
## [1] "2015-10-16 00:00:00 XLE -300 @ 69.2300033569336"
## [1] "2015-10-20 00:00:00 XLE 300 @ 68.0500030517578"
## [1] "2015-10-20 00:00:00 XLE 300 @ 68.0500030517578"
## [1] "2015-10-30 00:00:00 XLE -300 @ 68.0299987792969"
## [1] "2015-10-30 00:00:00 XLE -300 @ 68.0299987792969"
## [1] "2015-11-09 00:00:00 XLE 300 @ 69.1100006103516"
## [1] "2015-11-09 00:00:00 XLE 300 @ 69.1100006103516"
## [1] "2015-11-17 00:00:00 XLE -300 @ 67.4300003051758"
## [1] "2015-11-17 00:00:00 XLE -300 @ 67.4300003051758"
## [1] "2015-11-23 00:00:00 XLE 300 @ 67.379997253418"
## [1] "2015-11-23 00:00:00 XLE 300 @ 67.379997253418"
## [1] "2015-11-25 00:00:00 XLE -300 @ 68.2600021362305"
## [1] "2015-11-25 00:00:00 XLE -300 @ 68.2600021362305"
## [1] "2015-12-03 00:00:00 XLE 300 @ 65.1100006103516"
## [1] "2015-12-03 00:00:00 XLE 300 @ 65.1100006103516"
## [1] "2015-12-16 00:00:00 XLE -300 @ 61.9000015258789"
## [1] "2015-12-16 00:00:00 XLE -300 @ 61.9000015258789"
## [1] "2015-12-18 00:00:00 XLE 300 @ 58.7900009155273"
## [1] "2015-12-18 00:00:00 XLE 300 @ 58.7900009155273"
## [1] "2015-12-24 00:00:00 XLE -300 @ 61.5699996948242"
## [1] "2015-12-24 00:00:00 XLE -300 @ 61.5699996948242"
## [1] "2015-12-31 00:00:00 XLE 300 @ 60.3199996948242"
## [1] "2015-12-31 00:00:00 XLE 300 @ 60.3199996948242"
## [1] "2016-01-15 00:00:00 XLE -300 @ 54.3499984741211"
## [1] "2016-01-15 00:00:00 XLE -300 @ 54.3499984741211"
## [1] "2016-01-20 00:00:00 XLE 300 @ 51.7700004577637"
## [1] "2016-01-20 00:00:00 XLE 300 @ 51.7700004577637"
## [1] "2016-01-25 00:00:00 XLE -300 @ 53.1399993896484"
## [1] "2016-01-25 00:00:00 XLE -300 @ 53.1399993896484"
## [1] "2016-02-03 00:00:00 XLE 300 @ 57.2999992370605"
## [1] "2016-02-03 00:00:00 XLE 300 @ 57.2999992370605"
## [1] "2016-02-16 00:00:00 XLE -300 @ 55.8300018310547"
## [1] "2016-02-16 00:00:00 XLE -300 @ 55.8300018310547"
## [1] "2016-02-24 00:00:00 XLE 300 @ 56.8400001525879"
## [1] "2016-02-24 00:00:00 XLE 300 @ 56.8400001525879"
## [1] "2016-03-02 00:00:00 XLE -300 @ 59.4799995422363"
## [1] "2016-03-02 00:00:00 XLE -300 @ 59.4799995422363"
## [1] "2016-03-09 00:00:00 XLE 300 @ 60.7400016784668"
## [1] "2016-03-09 00:00:00 XLE 300 @ 60.7400016784668"
## [1] "2016-03-14 00:00:00 XLE -300 @ 61.9500007629395"
## [1] "2016-03-14 00:00:00 XLE -300 @ 61.9500007629395"
## [1] "2016-03-23 00:00:00 XLE 300 @ 61.5400009155273"
## [1] "2016-03-23 00:00:00 XLE 300 @ 61.5400009155273"
## [1] "2016-04-07 00:00:00 XLE -300 @ 61.1399993896484"
## [1] "2016-04-07 00:00:00 XLE -300 @ 61.1399993896484"
## [1] "2016-05-04 00:00:00 XLE 300 @ 64.8899993896484"
## [1] "2016-05-04 00:00:00 XLE 300 @ 64.8899993896484"
## [1] "2016-05-12 00:00:00 XLE -300 @ 65.8300018310547"
## [1] "2016-05-12 00:00:00 XLE -300 @ 65.8300018310547"
## [1] "2016-05-16 00:00:00 XLE 300 @ 66.0899963378906"
## [1] "2016-05-16 00:00:00 XLE 300 @ 66.0899963378906"
## [1] "2016-05-17 00:00:00 XLE -300 @ 66.4000015258789"
## [1] "2016-05-17 00:00:00 XLE -300 @ 66.4000015258789"
## [1] "2016-06-03 00:00:00 XLE 300 @ 66.5400009155273"
## [1] "2016-06-03 00:00:00 XLE 300 @ 66.5400009155273"
## [1] "2016-06-07 00:00:00 XLE -300 @ 69.5500030517578"
## [1] "2016-06-07 00:00:00 XLE -300 @ 69.5500030517578"
## [1] "2016-06-13 00:00:00 XLE 300 @ 67.1699981689453"
## [1] "2016-06-13 00:00:00 XLE 300 @ 67.1699981689453"
## [1] "2016-06-21 00:00:00 XLE -300 @ 68.2699966430664"
## [1] "2016-06-21 00:00:00 XLE -300 @ 68.2699966430664"
## [1] "2016-06-27 00:00:00 XLE 300 @ 64.6399993896484"
## [1] "2016-06-27 00:00:00 XLE 300 @ 64.6399993896484"
## [1] "2016-06-30 00:00:00 XLE -300 @ 68.2399978637695"
## [1] "2016-06-30 00:00:00 XLE -300 @ 68.2399978637695"
## [1] "2016-07-06 00:00:00 XLE 300 @ 67.5100021362305"
## [1] "2016-07-06 00:00:00 XLE 300 @ 67.5100021362305"
## [1] "2016-07-12 00:00:00 XLE -300 @ 69.5199966430664"
## [1] "2016-07-12 00:00:00 XLE -300 @ 69.5199966430664"
## [1] "2016-07-20 00:00:00 XLE 300 @ 68.7900009155273"
## [1] "2016-07-20 00:00:00 XLE 300 @ 68.7900009155273"
## [1] "2016-08-01 00:00:00 XLE -300 @ 65.1600036621094"
## [1] "2016-08-01 00:00:00 XLE -300 @ 65.1600036621094"
## [1] "2016-08-02 00:00:00 XLE 300 @ 65.75"
## [1] "2016-08-02 00:00:00 XLE 300 @ 65.75"
## [1] "2016-08-04 00:00:00 XLE -300 @ 66.9199981689453"
## [1] "2016-08-04 00:00:00 XLE -300 @ 66.9199981689453"
## [1] "2016-08-11 00:00:00 XLE 300 @ 68.3199996948242"
## [1] "2016-08-11 00:00:00 XLE 300 @ 68.3199996948242"
## [1] "2016-08-12 00:00:00 XLE -300 @ 68.6999969482422"
## [1] "2016-08-12 00:00:00 XLE -300 @ 68.6999969482422"
## [1] "2016-08-23 00:00:00 XLE 300 @ 70.0899963378906"
## [1] "2016-08-23 00:00:00 XLE 300 @ 70.0899963378906"
## [1] "2016-09-07 00:00:00 XLE -300 @ 70.5199966430664"
## [1] "2016-09-07 00:00:00 XLE -300 @ 70.5199966430664"
## [1] "2016-09-14 00:00:00 XLE 300 @ 67.5699996948242"
## [1] "2016-09-14 00:00:00 XLE 300 @ 67.5699996948242"
## [1] "2016-09-22 00:00:00 XLE -300 @ 68.5500030517578"
## [1] "2016-09-22 00:00:00 XLE -300 @ 68.5500030517578"
## [1] "2016-09-27 00:00:00 XLE 300 @ 66.8899993896484"
## [1] "2016-09-27 00:00:00 XLE 300 @ 66.8899993896484"
## [1] "2016-09-29 00:00:00 XLE -300 @ 69.6600036621094"
## [1] "2016-09-29 00:00:00 XLE -300 @ 69.6600036621094"
## [1] "2016-10-13 00:00:00 XLE 300 @ 70.2099990844727"
## [1] "2016-10-13 00:00:00 XLE 300 @ 70.2099990844727"
## [1] "2016-10-20 00:00:00 XLE -300 @ 70.6500015258789"
## [1] "2016-10-20 00:00:00 XLE -300 @ 70.6500015258789"
## [1] "2016-10-25 00:00:00 XLE 300 @ 69.6600036621094"
## [1] "2016-10-25 00:00:00 XLE 300 @ 69.6600036621094"
## [1] "2016-11-08 00:00:00 XLE -300 @ 69.3199996948242"
## [1] "2016-11-08 00:00:00 XLE -300 @ 69.3199996948242"
## [1] "2016-11-14 00:00:00 XLE 300 @ 69.8499984741211"
## [1] "2016-11-14 00:00:00 XLE 300 @ 69.8499984741211"
## [1] "2016-11-16 00:00:00 XLE -300 @ 71.3199996948242"
## [1] "2016-11-16 00:00:00 XLE -300 @ 71.3199996948242"
## [1] "2016-11-29 00:00:00 XLE 300 @ 70.8300018310547"
## [1] "2016-11-29 00:00:00 XLE 300 @ 70.8300018310547"
## [1] "2016-12-01 00:00:00 XLE -300 @ 74.6100006103516"
## [1] "2016-12-01 00:00:00 XLE -300 @ 74.6100006103516"
## [1] "2016-12-15 00:00:00 XLE 300 @ 76.4400024414062"
## [1] "2016-12-15 00:00:00 XLE 300 @ 76.4400024414062"
## [1] "2016-12-23 00:00:00 XLE -300 @ 76.3499984741211"
## [1] "2016-12-23 00:00:00 XLE -300 @ 76.3499984741211"
## [1] "2016-12-29 00:00:00 XLE 300 @ 75.5400009155273"
## [1] "2016-12-29 00:00:00 XLE 300 @ 75.5400009155273"
## [1] "2017-01-04 00:00:00 XLE -300 @ 76.0100021362305"
## [1] "2017-01-04 00:00:00 XLE -300 @ 76.0100021362305"
## [1] "2017-01-10 00:00:00 XLE 300 @ 74.1100006103516"
## [1] "2017-01-10 00:00:00 XLE 300 @ 74.1100006103516"
## [1] "2017-01-26 00:00:00 XLE -300 @ 75.0100021362305"
## [1] "2017-01-26 00:00:00 XLE -300 @ 75.0100021362305"
## [1] "2017-01-30 00:00:00 XLE 300 @ 72.870002746582"
## [1] "2017-01-30 00:00:00 XLE 300 @ 72.870002746582"
## [1] "2017-02-06 00:00:00 XLE -300 @ 72.7799987792969"
## [1] "2017-02-06 00:00:00 XLE -300 @ 72.7799987792969"
## [1] "2017-02-08 00:00:00 XLE 300 @ 71.9199981689453"
## [1] "2017-02-08 00:00:00 XLE 300 @ 71.9199981689453"
## [1] "2017-02-10 00:00:00 XLE -300 @ 73.2799987792969"
## [1] "2017-02-10 00:00:00 XLE -300 @ 73.2799987792969"
## [1] "2017-02-17 00:00:00 XLE 300 @ 71.9700012207031"
## [1] "2017-02-17 00:00:00 XLE 300 @ 71.9700012207031"
## [1] "2017-03-02 00:00:00 XLE -300 @ 72.120002746582"
## [1] "2017-03-02 00:00:00 XLE -300 @ 72.120002746582"
## [1] "2017-03-08 00:00:00 XLE 300 @ 69.6500015258789"
## [1] "2017-03-08 00:00:00 XLE 300 @ 69.6500015258789"
## [1] "2017-03-16 00:00:00 XLE -300 @ 70.2699966430664"
## [1] "2017-03-16 00:00:00 XLE -300 @ 70.2699966430664"
## [1] "2017-03-21 00:00:00 XLE 300 @ 69.2099990844727"
## [1] "2017-03-21 00:00:00 XLE 300 @ 69.2099990844727"
## [1] "2017-03-29 00:00:00 XLE -300 @ 70.1600036621094"
## [1] "2017-03-29 00:00:00 XLE -300 @ 70.1600036621094"
## [1] "2017-04-17 00:00:00 XLE 300 @ 69.4599990844727"
## [1] "2017-04-17 00:00:00 XLE 300 @ 69.4599990844727"
## [1] "2017-04-26 00:00:00 XLE -300 @ 68.5400009155273"
## [1] "2017-04-26 00:00:00 XLE -300 @ 68.5400009155273"
## [1] "2017-04-28 00:00:00 XLE 300 @ 67.8399963378906"
## [1] "2017-04-28 00:00:00 XLE 300 @ 67.8399963378906"
## [1] "2017-05-09 00:00:00 XLE -300 @ 67.2300033569336"
## [1] "2017-05-09 00:00:00 XLE -300 @ 67.2300033569336"
## [1] "2017-05-18 00:00:00 XLE 300 @ 67.25"
## [1] "2017-05-18 00:00:00 XLE 300 @ 67.25"
## [1] "2017-05-22 00:00:00 XLE -300 @ 67.9300003051758"
## [1] "2017-05-22 00:00:00 XLE -300 @ 67.9300003051758"
## [1] "2017-05-26 00:00:00 XLE 300 @ 66.6100006103516"
## [1] "2017-05-26 00:00:00 XLE 300 @ 66.6100006103516"
## [1] "2017-06-07 00:00:00 XLE -300 @ 65.0500030517578"
## [1] "2017-06-07 00:00:00 XLE -300 @ 65.0500030517578"
## [1] "2017-06-08 00:00:00 XLE 300 @ 64.8600006103516"
## [1] "2017-06-08 00:00:00 XLE 300 @ 64.8600006103516"
## [1] "2017-06-12 00:00:00 XLE -300 @ 66.8899993896484"
## [1] "2017-06-12 00:00:00 XLE -300 @ 66.8899993896484"
## [1] "2017-06-16 00:00:00 XLE 300 @ 66.3000030517578"
## [1] "2017-06-16 00:00:00 XLE 300 @ 66.3000030517578"
## [1] "2017-06-29 00:00:00 XLE -300 @ 64.629997253418"
## [1] "2017-06-29 00:00:00 XLE -300 @ 64.629997253418"
## [1] "2017-07-07 00:00:00 XLE 300 @ 64.0100021362305"
## [1] "2017-07-07 00:00:00 XLE 300 @ 64.0100021362305"
## [1] "2017-07-12 00:00:00 XLE -300 @ 64.75"
## [1] "2017-07-12 00:00:00 XLE -300 @ 64.75"
## [1] "2017-07-24 00:00:00 XLE 300 @ 64.9899978637695"
## [1] "2017-07-24 00:00:00 XLE 300 @ 64.9899978637695"
## [1] "2017-07-26 00:00:00 XLE -300 @ 65.879997253418"
## [1] "2017-07-26 00:00:00 XLE -300 @ 65.879997253418"
## [1] "2017-08-03 00:00:00 XLE 300 @ 65.4300003051758"
## [1] "2017-08-03 00:00:00 XLE 300 @ 65.4300003051758"
## [1] "2017-08-24 00:00:00 XLE -300 @ 62.7200012207031"
## [1] "2017-08-24 00:00:00 XLE -300 @ 62.7200012207031"
## [1] "2017-10-05 00:00:00 XLE 300 @ 68.6500015258789"
## [1] "2017-10-05 00:00:00 XLE 300 @ 68.6500015258789"
## [1] "2017-10-06 00:00:00 XLE -300 @ 68.0699996948242"
## [1] "2017-10-06 00:00:00 XLE -300 @ 68.0699996948242"
## [1] "2017-10-09 00:00:00 XLE 300 @ 68.2099990844727"
## [1] "2017-10-09 00:00:00 XLE 300 @ 68.2099990844727"
## [1] "2017-10-12 00:00:00 XLE -300 @ 68.1800003051758"
## [1] "2017-10-12 00:00:00 XLE -300 @ 68.1800003051758"
## [1] "2017-10-13 00:00:00 XLE 300 @ 68.1399993896484"
## [1] "2017-10-13 00:00:00 XLE 300 @ 68.1399993896484"
## [1] "2017-10-18 00:00:00 XLE -300 @ 67.8499984741211"
## [1] "2017-10-18 00:00:00 XLE -300 @ 67.8499984741211"
## [1] "2017-10-19 00:00:00 XLE 300 @ 67.6399993896484"
## [1] "2017-10-19 00:00:00 XLE 300 @ 67.6399993896484"
## [1] "2017-10-31 00:00:00 XLE -300 @ 67.9100036621094"
## [1] "2017-10-31 00:00:00 XLE -300 @ 67.9100036621094"
## [1] "2017-11-14 00:00:00 XLE 300 @ 68.1399993896484"
## [1] "2017-11-14 00:00:00 XLE 300 @ 68.1399993896484"
## [1] "2017-11-24 00:00:00 XLE -300 @ 67.879997253418"
## [1] "2017-11-24 00:00:00 XLE -300 @ 67.879997253418"
## [1] "2017-11-28 00:00:00 XLE 300 @ 67.7099990844727"
## [1] "2017-11-28 00:00:00 XLE 300 @ 67.7099990844727"
## [1] "2017-11-30 00:00:00 XLE -300 @ 69.0999984741211"
## [1] "2017-11-30 00:00:00 XLE -300 @ 69.0999984741211"
## [1] "2017-12-07 00:00:00 XLE 300 @ 68.6500015258789"
## [1] "2017-12-07 00:00:00 XLE 300 @ 68.6500015258789"
## [1] "2017-12-11 00:00:00 XLE -300 @ 69.7799987792969"
## [1] "2017-12-11 00:00:00 XLE -300 @ 69.7799987792969"
## [1] "2017-12-15 00:00:00 XLE 300 @ 68.7200012207031"
## [1] "2017-12-15 00:00:00 XLE 300 @ 68.7200012207031"
## [1] "2017-12-21 00:00:00 XLE -300 @ 71.8199996948242"
## [1] "2017-12-21 00:00:00 XLE -300 @ 71.8199996948242"
## [1] "2018-01-26 00:00:00 XLE 300 @ 77.5100021362305"
## [1] "2018-01-26 00:00:00 XLE 300 @ 77.5100021362305"
## [1] "2018-02-15 00:00:00 XLE -300 @ 68.2900009155273"
## [1] "2018-02-15 00:00:00 XLE -300 @ 68.2900009155273"
## [1] "2018-02-21 00:00:00 XLE 300 @ 66.6100006103516"
## [1] "2018-02-21 00:00:00 XLE 300 @ 66.6100006103516"
## [1] "2018-02-26 00:00:00 XLE -300 @ 69.2099990844727"
## [1] "2018-02-26 00:00:00 XLE -300 @ 69.2099990844727"
## [1] "2018-03-01 00:00:00 XLE 300 @ 66.6399993896484"
## [1] "2018-03-01 00:00:00 XLE 300 @ 66.6399993896484"
## [1] "2018-03-06 00:00:00 XLE -300 @ 67.6999969482422"
## [1] "2018-03-06 00:00:00 XLE -300 @ 67.6999969482422"
## [1] "2018-03-08 00:00:00 XLE 300 @ 67.1699981689453"
## [1] "2018-03-08 00:00:00 XLE 300 @ 67.1699981689453"
## [1] "2018-03-12 00:00:00 XLE -300 @ 68.4300003051758"
## [1] "2018-03-12 00:00:00 XLE -300 @ 68.4300003051758"
## [1] "2018-03-15 00:00:00 XLE 300 @ 67.1900024414062"
## [1] "2018-03-15 00:00:00 XLE 300 @ 67.1900024414062"
## [1] "2018-03-22 00:00:00 XLE -300 @ 67.1800003051758"
## [1] "2018-03-22 00:00:00 XLE -300 @ 67.1800003051758"
## [1] "2018-03-29 00:00:00 XLE 300 @ 67.4100036621094"
## [1] "2018-03-29 00:00:00 XLE 300 @ 67.4100036621094"
## [1] "2018-04-06 00:00:00 XLE -300 @ 67.3499984741211"
## [1] "2018-04-06 00:00:00 XLE -300 @ 67.3499984741211"
## [1] "2018-04-25 00:00:00 XLE 300 @ 73.5400009155273"
## [1] "2018-04-25 00:00:00 XLE 300 @ 73.5400009155273"
## [1] "2018-04-27 00:00:00 XLE -300 @ 73.8199996948242"
## [1] "2018-04-27 00:00:00 XLE -300 @ 73.8199996948242"
## [1] "2018-05-02 00:00:00 XLE 300 @ 73.6600036621094"
## [1] "2018-05-02 00:00:00 XLE 300 @ 73.6600036621094"
## [1] "2018-05-07 00:00:00 XLE -300 @ 73.9499969482422"
## [1] "2018-05-07 00:00:00 XLE -300 @ 73.9499969482422"
## [1] "2018-05-25 00:00:00 XLE 300 @ 74.5800018310547"
## [1] "2018-05-25 00:00:00 XLE 300 @ 74.5800018310547"
## [1] "2018-05-31 00:00:00 XLE -300 @ 76.0199966430664"
## [1] "2018-05-31 00:00:00 XLE -300 @ 76.0199966430664"
## [1] "2018-06-06 00:00:00 XLE 300 @ 75.9000015258789"
## [1] "2018-06-06 00:00:00 XLE 300 @ 75.9000015258789"
## [1] "2018-06-08 00:00:00 XLE -300 @ 76.9000015258789"
## [1] "2018-06-08 00:00:00 XLE -300 @ 76.9000015258789"
## [1] "2018-06-14 00:00:00 XLE 300 @ 76.3099975585938"
## [1] "2018-06-14 00:00:00 XLE 300 @ 76.3099975585938"
## [1] "2018-06-28 00:00:00 XLE -300 @ 75.4700012207031"
## [1] "2018-06-28 00:00:00 XLE -300 @ 75.4700012207031"
## [1] "2018-07-03 00:00:00 XLE 300 @ 75.2900009155273"
## [1] "2018-07-03 00:00:00 XLE 300 @ 75.2900009155273"
## [1] "2018-07-09 00:00:00 XLE -300 @ 76.8000030517578"
## [1] "2018-07-09 00:00:00 XLE -300 @ 76.8000030517578"
## [1] "2018-07-12 00:00:00 XLE 300 @ 75.8600006103516"
## [1] "2018-07-12 00:00:00 XLE 300 @ 75.8600006103516"
## [1] "2018-07-25 00:00:00 XLE -300 @ 76.129997253418"
## [1] "2018-07-25 00:00:00 XLE -300 @ 76.129997253418"
## [1] "2018-08-02 00:00:00 XLE 300 @ 75.629997253418"
## [1] "2018-08-02 00:00:00 XLE 300 @ 75.629997253418"
## [1] "2018-08-08 00:00:00 XLE -300 @ 75.5299987792969"
## [1] "2018-08-08 00:00:00 XLE -300 @ 75.5299987792969"
## [1] "2018-08-10 00:00:00 XLE 300 @ 75.2900009155273"
## [1] "2018-08-10 00:00:00 XLE 300 @ 75.2900009155273"
## [1] "2018-08-22 00:00:00 XLE -300 @ 74.3499984741211"
## [1] "2018-08-22 00:00:00 XLE -300 @ 74.3499984741211"
## [1] "2018-09-04 00:00:00 XLE 300 @ 74.2799987792969"
## [1] "2018-09-04 00:00:00 XLE 300 @ 74.2799987792969"
## [1] "2018-09-12 00:00:00 XLE -300 @ 73.8399963378906"
## [1] "2018-09-12 00:00:00 XLE -300 @ 73.8399963378906"
## [1] "2018-10-01 00:00:00 XLE 300 @ 76.7900009155273"
## [1] "2018-10-01 00:00:00 XLE 300 @ 76.7900009155273"
## [1] "2018-10-02 00:00:00 XLE -300 @ 76.870002746582"
## [1] "2018-10-02 00:00:00 XLE -300 @ 76.870002746582"
## [1] "2018-10-11 00:00:00 XLE 300 @ 72.8000030517578"
## [1] "2018-10-11 00:00:00 XLE 300 @ 72.8000030517578"
## [1] "2018-11-01 00:00:00 XLE -300 @ 67.7300033569336"
## [1] "2018-11-01 00:00:00 XLE -300 @ 67.7300033569336"
## [1] "2018-11-13 00:00:00 XLE 300 @ 65.5400009155273"
## [1] "2018-11-13 00:00:00 XLE 300 @ 65.5400009155273"
## [1] "2018-11-19 00:00:00 XLE -300 @ 67.1600036621094"
## [1] "2018-11-19 00:00:00 XLE -300 @ 67.1600036621094"
## [1] "2018-11-21 00:00:00 XLE 300 @ 65.9800033569336"
## [1] "2018-11-21 00:00:00 XLE 300 @ 65.9800033569336"
## [1] "2018-11-29 00:00:00 XLE -300 @ 66.2300033569336"
## [1] "2018-11-29 00:00:00 XLE -300 @ 66.2300033569336"
## [1] "2018-12-07 00:00:00 XLE 300 @ 64.0699996948242"
## [1] "2018-12-07 00:00:00 XLE 300 @ 64.0699996948242"
## [1] "2019-01-03 00:00:00 XLE -300 @ 57.9000015258789"
## [1] "2019-01-03 00:00:00 XLE -300 @ 57.9000015258789"
## [1] "2019-01-24 00:00:00 XLE 300 @ 62.1399993896484"
## [1] "2019-01-24 00:00:00 XLE 300 @ 62.1399993896484"
## [1] "2019-01-28 00:00:00 XLE -300 @ 62.2999992370605"
## [1] "2019-01-28 00:00:00 XLE -300 @ 62.2999992370605"
## [1] "2019-02-08 00:00:00 XLE 300 @ 62.939998626709"
## [1] "2019-02-08 00:00:00 XLE 300 @ 62.939998626709"
## [1] "2019-02-13 00:00:00 XLE -300 @ 64.8399963378906"
## [1] "2019-02-13 00:00:00 XLE -300 @ 64.8399963378906"
## [1] "2019-02-22 00:00:00 XLE 300 @ 65.7600021362305"
## [1] "2019-02-22 00:00:00 XLE 300 @ 65.7600021362305"
## [1] "2019-03-04 00:00:00 XLE -300 @ 66.5699996948242"
## [1] "2019-03-04 00:00:00 XLE -300 @ 66.5699996948242"
## [1] "2019-03-07 00:00:00 XLE 300 @ 65.120002746582"
## [1] "2019-03-07 00:00:00 XLE 300 @ 65.120002746582"
## [1] "2019-03-14 00:00:00 XLE -300 @ 66.0500030517578"
## [1] "2019-03-14 00:00:00 XLE -300 @ 66.0500030517578"
## [1] "2019-03-25 00:00:00 XLE 300 @ 65.5"
## [1] "2019-03-25 00:00:00 XLE 300 @ 65.5"
## [1] "2019-04-02 00:00:00 XLE -300 @ 66.5299987792969"
## [1] "2019-04-02 00:00:00 XLE -300 @ 66.5299987792969"
## [1] "2019-04-04 00:00:00 XLE 300 @ 66.4400024414062"
## [1] "2019-04-04 00:00:00 XLE 300 @ 66.4400024414062"
## [1] "2019-04-08 00:00:00 XLE -300 @ 67.9100036621094"
## [1] "2019-04-08 00:00:00 XLE -300 @ 67.9100036621094"
## [1] "2019-04-16 00:00:00 XLE 300 @ 67.5999984741211"
## [1] "2019-04-16 00:00:00 XLE 300 @ 67.5999984741211"
## [1] "2019-04-23 00:00:00 XLE -300 @ 68.5"
## [1] "2019-04-23 00:00:00 XLE -300 @ 68.5"
## [1] "2019-04-25 00:00:00 XLE 300 @ 67.0899963378906"
## [1] "2019-04-25 00:00:00 XLE 300 @ 67.0899963378906"
## [1] "2019-05-13 00:00:00 XLE -300 @ 62.9500007629395"
## [1] "2019-05-13 00:00:00 XLE -300 @ 62.9500007629395"
## [1] "2019-05-14 00:00:00 XLE 300 @ 63.7200012207031"
## [1] "2019-05-14 00:00:00 XLE 300 @ 63.7200012207031"
## [1] "2019-05-16 00:00:00 XLE -300 @ 64.4000015258789"
## [1] "2019-05-16 00:00:00 XLE -300 @ 64.4000015258789"
## [1] "2019-05-23 00:00:00 XLE 300 @ 61.3899993896484"
## [1] "2019-05-23 00:00:00 XLE 300 @ 61.3899993896484"
## [1] "2019-06-05 00:00:00 XLE -300 @ 59.8800010681152"
## [1] "2019-06-05 00:00:00 XLE -300 @ 59.8800010681152"
## [1] "2019-06-13 00:00:00 XLE 300 @ 61.4099998474121"
## [1] "2019-06-13 00:00:00 XLE 300 @ 61.4099998474121"
## [1] "2019-06-19 00:00:00 XLE -300 @ 62.2999992370605"
## [1] "2019-06-19 00:00:00 XLE -300 @ 62.2999992370605"
## [1] "2019-06-26 00:00:00 XLE 300 @ 63.4500007629395"
## [1] "2019-06-26 00:00:00 XLE 300 @ 63.4500007629395"
## [1] "2019-06-27 00:00:00 XLE -300 @ 62.9799995422363"
## [1] "2019-06-27 00:00:00 XLE -300 @ 62.9799995422363"
## [1] "2019-07-03 00:00:00 XLE 300 @ 63"
## [1] "2019-07-03 00:00:00 XLE 300 @ 63"
## [1] "2019-07-10 00:00:00 XLE -300 @ 64.0400009155273"
## [1] "2019-07-10 00:00:00 XLE -300 @ 64.0400009155273"
## [1] "2019-07-17 00:00:00 XLE 300 @ 62.4599990844727"
## [1] "2019-07-17 00:00:00 XLE 300 @ 62.4599990844727"
## [1] "2019-07-23 00:00:00 XLE -300 @ 63.2200012207031"
## [1] "2019-07-23 00:00:00 XLE -300 @ 63.2200012207031"
## [1] "2019-07-26 00:00:00 XLE 300 @ 62.4500007629395"
## [1] "2019-07-26 00:00:00 XLE 300 @ 62.4500007629395"
## [1] "2019-07-31 00:00:00 XLE -300 @ 62.7000007629395"
## [1] "2019-07-31 00:00:00 XLE -300 @ 62.7000007629395"
## [1] "2019-08-02 00:00:00 XLE 300 @ 60.4000015258789"
## [1] "2019-08-02 00:00:00 XLE 300 @ 60.4000015258789"
## [1] "2019-08-09 00:00:00 XLE -300 @ 59.0999984741211"
## [1] "2019-08-09 00:00:00 XLE -300 @ 59.0999984741211"
## [1] "2019-08-13 00:00:00 XLE 300 @ 58.939998626709"
## [1] "2019-08-13 00:00:00 XLE 300 @ 58.939998626709"
## [1] "2019-08-20 00:00:00 XLE -300 @ 57.7900009155273"
## [1] "2019-08-20 00:00:00 XLE -300 @ 57.7900009155273"
## [1] "2019-08-26 00:00:00 XLE 300 @ 56.2000007629395"
## [1] "2019-08-26 00:00:00 XLE 300 @ 56.2000007629395"
## [1] "2019-08-30 00:00:00 XLE -300 @ 57.4799995422363"
## [1] "2019-08-30 00:00:00 XLE -300 @ 57.4799995422363"
## [1] "2019-09-23 00:00:00 XLE 300 @ 61.2999992370605"
## [1] "2019-09-23 00:00:00 XLE 300 @ 61.2999992370605"
## [1] "2019-10-11 00:00:00 XLE -300 @ 57.8899993896484"
## [1] "2019-10-11 00:00:00 XLE -300 @ 57.8899993896484"
## [1] "2019-10-17 00:00:00 XLE 300 @ 57.3300018310547"
## [1] "2019-10-17 00:00:00 XLE 300 @ 57.3300018310547"
## [1] "2019-10-22 00:00:00 XLE -300 @ 58.7999992370605"
## [1] "2019-10-22 00:00:00 XLE -300 @ 58.7999992370605"
## [1] "2019-10-31 00:00:00 XLE 300 @ 57.9599990844727"
## [1] "2019-10-31 00:00:00 XLE 300 @ 57.9599990844727"
## [1] "2019-11-04 00:00:00 XLE -300 @ 61.2099990844727"
## [1] "2019-11-04 00:00:00 XLE -300 @ 61.2099990844727"
## [1] "2019-11-13 00:00:00 XLE 300 @ 59.7799987792969"
## [1] "2019-11-13 00:00:00 XLE 300 @ 59.7799987792969"
## [1] "2019-11-22 00:00:00 XLE -300 @ 59.8300018310547"
## [1] "2019-11-22 00:00:00 XLE -300 @ 59.8300018310547"
## [1] "2019-11-27 00:00:00 XLE 300 @ 59.4900016784668"
## [1] "2019-11-27 00:00:00 XLE 300 @ 59.4900016784668"
## [1] "2019-12-09 00:00:00 XLE -300 @ 59.6500015258789"
## [1] "2019-12-09 00:00:00 XLE -300 @ 59.6500015258789"
## [1] "2019-12-30 00:00:00 XLE 300 @ 59.7000007629395"
## [1] "2019-12-30 00:00:00 XLE 300 @ 59.7000007629395"
## [1] "2020-01-07 00:00:00 XLE -300 @ 60.7099990844727"
## [1] "2020-01-07 00:00:00 XLE -300 @ 60.7099990844727"
## [1] "2020-01-09 00:00:00 XLE 300 @ 60.1500015258789"
## [1] "2020-01-09 00:00:00 XLE 300 @ 60.1500015258789"
## [1] "2020-02-06 00:00:00 XLE -300 @ 54.3600006103516"
## [1] "2020-02-06 00:00:00 XLE -300 @ 54.3600006103516"
## [1] "2020-02-11 00:00:00 XLE 300 @ 54.310001373291"
## [1] "2020-02-11 00:00:00 XLE 300 @ 54.310001373291"
## [1] "2020-02-13 00:00:00 XLE -300 @ 54.8699989318848"
## [1] "2020-02-13 00:00:00 XLE -300 @ 54.8699989318848"
## [1] "2020-02-19 00:00:00 XLE 300 @ 54.8499984741211"
## [1] "2020-02-19 00:00:00 XLE 300 @ 54.8499984741211"
## [1] "2020-02-20 00:00:00 XLE -300 @ 54.7900009155273"
## [1] "2020-02-20 00:00:00 XLE -300 @ 54.7900009155273"
## [1] "2020-02-24 00:00:00 XLE 300 @ 51.6399993896484"
## [1] "2020-02-24 00:00:00 XLE 300 @ 51.6399993896484"
## [1] "2020-03-25 00:00:00 XLE -300 @ 28.6399993896484"
## [1] "2020-03-25 00:00:00 XLE -300 @ 28.6399993896484"
## [1] "2020-04-02 00:00:00 XLE 300 @ 30.1499996185303"
## [1] "2020-04-02 00:00:00 XLE 300 @ 30.1499996185303"
## [1] "2020-04-03 00:00:00 XLE -300 @ 29.8299999237061"
## [1] "2020-04-03 00:00:00 XLE -300 @ 29.8299999237061"
## [1] "2020-04-16 00:00:00 XLE 300 @ 30.6900005340576"
## [1] "2020-04-16 00:00:00 XLE 300 @ 30.6900005340576"
## [1] "2020-04-20 00:00:00 XLE -300 @ 32.8899993896484"
## [1] "2020-04-20 00:00:00 XLE -300 @ 32.8899993896484"
## [1] "2020-05-04 00:00:00 XLE 300 @ 37.0900001525879"
## [1] "2020-05-04 00:00:00 XLE 300 @ 37.0900001525879"
## [1] "2020-05-11 00:00:00 XLE -300 @ 38.0999984741211"
## [1] "2020-05-11 00:00:00 XLE -300 @ 38.0999984741211"
## [1] "2020-05-14 00:00:00 XLE 300 @ 36.1300010681152"
## [1] "2020-05-14 00:00:00 XLE 300 @ 36.1300010681152"
## [1] "2020-05-19 00:00:00 XLE -300 @ 37.8400001525879"
## [1] "2020-05-19 00:00:00 XLE -300 @ 37.8400001525879"
## [1] "2020-06-01 00:00:00 XLE 300 @ 39.439998626709"
## [1] "2020-06-01 00:00:00 XLE 300 @ 39.439998626709"
## [1] "2020-06-03 00:00:00 XLE -300 @ 41.7299995422363"
## [1] "2020-06-03 00:00:00 XLE -300 @ 41.7299995422363"
## [1] "2020-06-11 00:00:00 XLE 300 @ 38.8400001525879"
## [1] "2020-06-11 00:00:00 XLE 300 @ 38.8400001525879"
## [1] "2020-07-01 00:00:00 XLE -300 @ 36.9300003051758"
## [1] "2020-07-01 00:00:00 XLE -300 @ 36.9300003051758"
## [1] "2020-07-08 00:00:00 XLE 300 @ 36.2299995422363"
## [1] "2020-07-08 00:00:00 XLE 300 @ 36.2299995422363"
## [1] "2020-07-15 00:00:00 XLE -300 @ 37.3800010681152"
## [1] "2020-07-15 00:00:00 XLE -300 @ 37.3800010681152"
## [1] "2020-07-21 00:00:00 XLE 300 @ 38.2599983215332"
## [1] "2020-07-21 00:00:00 XLE 300 @ 38.2599983215332"
## [1] "2020-07-22 00:00:00 XLE -300 @ 37.7900009155273"
## [1] "2020-07-22 00:00:00 XLE -300 @ 37.7900009155273"
## [1] "2020-07-29 00:00:00 XLE 300 @ 37.6800003051758"
## [1] "2020-07-29 00:00:00 XLE 300 @ 37.6800003051758"
## [1] "2020-08-05 00:00:00 XLE -300 @ 37.4300003051758"
## [1] "2020-08-05 00:00:00 XLE -300 @ 37.4300003051758"
## [1] "2020-08-19 00:00:00 XLE 300 @ 37.060001373291"
## [1] "2020-08-19 00:00:00 XLE 300 @ 37.060001373291"
## [1] "2020-08-25 00:00:00 XLE -300 @ 36.5"
## [1] "2020-08-25 00:00:00 XLE -300 @ 36.5"
## [1] "2020-08-27 00:00:00 XLE 300 @ 35.7999992370605"
## [1] "2020-08-27 00:00:00 XLE 300 @ 35.7999992370605"
## [1] "2020-08-31 00:00:00 XLE -300 @ 35.6500015258789"
## [1] "2020-08-31 00:00:00 XLE -300 @ 35.6500015258789"
## [1] "2020-09-01 00:00:00 XLE 300 @ 35.4099998474121"
## [1] "2020-09-01 00:00:00 XLE 300 @ 35.4099998474121"
## [1] "2020-09-17 00:00:00 XLE -300 @ 33.9900016784668"
## [1] "2020-09-17 00:00:00 XLE -300 @ 33.9900016784668"
## [1] "2020-09-22 00:00:00 XLE 300 @ 31.6399993896484"
## [1] "2020-09-22 00:00:00 XLE 300 @ 31.6399993896484"
## [1] "2020-09-29 00:00:00 XLE -300 @ 30.0400009155273"
## [1] "2020-09-29 00:00:00 XLE -300 @ 30.0400009155273"
## [1] "2020-09-30 00:00:00 XLE 300 @ 29.9500007629395"
## [1] "2020-09-30 00:00:00 XLE 300 @ 29.9500007629395"
## [1] "2020-10-06 00:00:00 XLE -300 @ 29.7399997711182"
## [1] "2020-10-06 00:00:00 XLE -300 @ 29.7399997711182"
## [1] "2020-10-14 00:00:00 XLE 300 @ 30.5200004577637"
## [1] "2020-10-14 00:00:00 XLE 300 @ 30.5200004577637"
## [1] "2020-10-16 00:00:00 XLE -300 @ 30.1900005340576"
## [1] "2020-10-16 00:00:00 XLE -300 @ 30.1900005340576"
## [1] "2020-10-19 00:00:00 XLE 300 @ 29.5499992370605"
## [1] "2020-10-19 00:00:00 XLE 300 @ 29.5499992370605"
## [1] "2020-10-23 00:00:00 XLE -300 @ 30.3899993896484"
## [1] "2020-10-23 00:00:00 XLE -300 @ 30.3899993896484"
## [1] "2020-10-27 00:00:00 XLE 300 @ 28.9200000762939"
## [1] "2020-10-27 00:00:00 XLE 300 @ 28.9200000762939"
## [1] "2020-11-03 00:00:00 XLE -300 @ 29.5300006866455"
## [1] "2020-11-03 00:00:00 XLE -300 @ 29.5300006866455"
## [1] "2020-11-09 00:00:00 XLE 300 @ 33.060001373291"
## [1] "2020-11-09 00:00:00 XLE 300 @ 33.060001373291"
## [1] "2020-11-10 00:00:00 XLE -300 @ 34.1300010681152"
## [1] "2020-11-10 00:00:00 XLE -300 @ 34.1300010681152"
## [1] "2020-12-01 00:00:00 XLE 300 @ 36.9300003051758"
## [1] "2020-12-01 00:00:00 XLE 300 @ 36.9300003051758"
## [1] "2020-12-04 00:00:00 XLE -300 @ 40.6300010681152"
## [1] "2020-12-04 00:00:00 XLE -300 @ 40.6300010681152"
## [1] "2020-12-15 00:00:00 XLE 300 @ 40.4599990844727"
## [1] "2020-12-15 00:00:00 XLE 300 @ 40.4599990844727"
## [1] "2020-12-31 00:00:00 XLE -300 @ 37.9000015258789"
## [1] "2020-12-31 00:00:00 XLE -300 @ 37.9000015258789"
## [1] "2021-01-22 00:00:00 XLE 300 @ 42.0699996948242"
## [1] "2021-01-22 00:00:00 XLE 300 @ 42.0699996948242"
## [1] "2021-02-04 00:00:00 XLE -300 @ 42.2000007629395"
## [1] "2021-02-04 00:00:00 XLE -300 @ 42.2000007629395"
## [1] "2021-03-01 00:00:00 XLE 300 @ 49.4000015258789"
## [1] "2021-03-01 00:00:00 XLE 300 @ 49.4000015258789"
## [1] "2021-03-04 00:00:00 XLE -300 @ 51.0400009155273"
## [1] "2021-03-04 00:00:00 XLE -300 @ 51.0400009155273"
## [1] "2021-03-16 00:00:00 XLE 300 @ 51.4500007629395"
## [1] "2021-03-16 00:00:00 XLE 300 @ 51.4500007629395"
## [1] "2021-03-29 00:00:00 XLE -300 @ 49.8300018310547"
## [1] "2021-03-29 00:00:00 XLE -300 @ 49.8300018310547"
## [1] "2021-04-01 00:00:00 XLE 300 @ 50.310001373291"
## [1] "2021-04-01 00:00:00 XLE 300 @ 50.310001373291"
## [1] "2021-04-05 00:00:00 XLE -300 @ 49.1100006103516"
## [1] "2021-04-05 00:00:00 XLE -300 @ 49.1100006103516"
## [1] "2021-04-07 00:00:00 XLE 300 @ 49.1500015258789"
## [1] "2021-04-07 00:00:00 XLE 300 @ 49.1500015258789"
## [1] "2021-04-15 00:00:00 XLE -300 @ 48.7900009155273"
## [1] "2021-04-15 00:00:00 XLE -300 @ 48.7900009155273"
## [1] "2021-04-21 00:00:00 XLE 300 @ 47.6699981689453"
## [1] "2021-04-21 00:00:00 XLE 300 @ 47.6699981689453"
## [1] "2021-04-27 00:00:00 XLE -300 @ 48.439998626709"
## [1] "2021-04-27 00:00:00 XLE -300 @ 48.439998626709"
## [1] "2021-05-12 00:00:00 XLE 300 @ 52.5200004577637"
## [1] "2021-05-12 00:00:00 XLE 300 @ 52.5200004577637"
## [1] "2021-05-17 00:00:00 XLE -300 @ 54.7299995422363"
## [1] "2021-05-17 00:00:00 XLE -300 @ 54.7299995422363"
## [1] "2021-05-20 00:00:00 XLE 300 @ 52.0499992370605"
## [1] "2021-05-20 00:00:00 XLE 300 @ 52.0499992370605"
## [1] "2021-05-25 00:00:00 XLE -300 @ 51.6100006103516"
## [1] "2021-05-25 00:00:00 XLE -300 @ 51.6100006103516"
## [1] "2021-05-26 00:00:00 XLE 300 @ 52.0699996948242"
## [1] "2021-05-26 00:00:00 XLE 300 @ 52.0699996948242"
## [1] "2021-06-02 00:00:00 XLE -300 @ 55.2299995422363"
## [1] "2021-06-02 00:00:00 XLE -300 @ 55.2299995422363"
## [1] "2021-06-14 00:00:00 XLE 300 @ 55.1399993896484"
## [1] "2021-06-14 00:00:00 XLE 300 @ 55.1399993896484"
## [1] "2021-06-16 00:00:00 XLE -300 @ 55.8899993896484"
## [1] "2021-06-16 00:00:00 XLE -300 @ 55.8899993896484"
## [1] "2021-06-18 00:00:00 XLE 300 @ 52.3899993896484"
## [1] "2021-06-18 00:00:00 XLE 300 @ 52.3899993896484"
## [1] "2021-06-25 00:00:00 XLE -300 @ 55.3400001525879"
## [1] "2021-06-25 00:00:00 XLE -300 @ 55.3400001525879"
## [1] "2021-06-29 00:00:00 XLE 300 @ 53.2099990844727"
## [1] "2021-06-29 00:00:00 XLE 300 @ 53.2099990844727"
## [1] "2021-07-02 00:00:00 XLE -300 @ 54.689998626709"
## [1] "2021-07-02 00:00:00 XLE -300 @ 54.689998626709"
## [1] "2021-07-07 00:00:00 XLE 300 @ 52.0499992370605"
## [1] "2021-07-07 00:00:00 XLE 300 @ 52.0499992370605"
## [1] "2021-07-22 00:00:00 XLE -300 @ 48.7000007629395"
## [1] "2021-07-22 00:00:00 XLE -300 @ 48.7000007629395"
## [1] "2021-08-03 00:00:00 XLE 300 @ 49.8600006103516"
## [1] "2021-08-03 00:00:00 XLE 300 @ 49.8600006103516"
## [1] "2021-08-04 00:00:00 XLE -300 @ 48.5099983215332"
## [1] "2021-08-04 00:00:00 XLE -300 @ 48.5099983215332"
## [1] "2021-08-05 00:00:00 XLE 300 @ 49.060001373291"
## [1] "2021-08-05 00:00:00 XLE 300 @ 49.060001373291"
## [1] "2021-08-11 00:00:00 XLE -300 @ 50.060001373291"
## [1] "2021-08-11 00:00:00 XLE -300 @ 50.060001373291"
## [1] "2021-08-16 00:00:00 XLE 300 @ 48.5099983215332"
## [1] "2021-08-16 00:00:00 XLE 300 @ 48.5099983215332"
## [1] "2021-08-24 00:00:00 XLE -300 @ 48.4000015258789"
## [1] "2021-08-24 00:00:00 XLE -300 @ 48.4000015258789"
## [1] "2021-09-02 00:00:00 XLE 300 @ 48.9000015258789"
## [1] "2021-09-02 00:00:00 XLE 300 @ 48.9000015258789"
## [1] "2021-09-03 00:00:00 XLE -300 @ 48.6199989318848"
## [1] "2021-09-03 00:00:00 XLE -300 @ 48.6199989318848"
## [1] "2021-09-09 00:00:00 XLE 300 @ 47.810001373291"
## [1] "2021-09-09 00:00:00 XLE 300 @ 47.810001373291"
## [1] "2021-09-14 00:00:00 XLE -300 @ 48.4500007629395"
## [1] "2021-09-14 00:00:00 XLE -300 @ 48.4500007629395"
## [1] "2021-09-21 00:00:00 XLE 300 @ 47.3499984741211"
## [1] "2021-09-21 00:00:00 XLE 300 @ 47.3499984741211"
## [1] "2021-09-23 00:00:00 XLE -300 @ 50.5200004577637"
## [1] "2021-09-23 00:00:00 XLE -300 @ 50.5200004577637"
## [1] "2021-10-22 00:00:00 XLE 300 @ 57.9500007629395"
## [1] "2021-10-22 00:00:00 XLE 300 @ 57.9500007629395"
## [1] "2021-10-26 00:00:00 XLE -300 @ 59.1399993896484"
## [1] "2021-10-26 00:00:00 XLE -300 @ 59.1399993896484"
## [1] "2021-10-28 00:00:00 XLE 300 @ 57.8499984741211"
## [1] "2021-10-28 00:00:00 XLE 300 @ 57.8499984741211"
## [1] "2021-11-02 00:00:00 XLE -300 @ 57.9099998474121"
## [1] "2021-11-02 00:00:00 XLE -300 @ 57.9099998474121"
## [1] "2021-11-04 00:00:00 XLE 300 @ 57.5099983215332"
## [1] "2021-11-04 00:00:00 XLE 300 @ 57.5099983215332"
## [1] "2021-11-08 00:00:00 XLE -300 @ 58.7900009155273"
## [1] "2021-11-08 00:00:00 XLE -300 @ 58.7900009155273"
## [1] "2021-11-11 00:00:00 XLE 300 @ 57.689998626709"
## [1] "2021-11-11 00:00:00 XLE 300 @ 57.689998626709"
## [1] "2021-11-17 00:00:00 XLE -300 @ 57.2299995422363"
## [1] "2021-11-17 00:00:00 XLE -300 @ 57.2299995422363"
## [1] "2021-11-18 00:00:00 XLE 300 @ 56.8899993896484"
## [1] "2021-11-18 00:00:00 XLE 300 @ 56.8899993896484"
## [1] "2021-11-24 00:00:00 XLE -300 @ 57.9099998474121"
## [1] "2021-11-24 00:00:00 XLE -300 @ 57.9099998474121"
## [1] "2021-11-29 00:00:00 XLE 300 @ 55.9000015258789"
## [1] "2021-11-29 00:00:00 XLE 300 @ 55.9000015258789"
## [1] "2021-12-07 00:00:00 XLE -300 @ 57.2700004577637"
## [1] "2021-12-07 00:00:00 XLE -300 @ 57.2700004577637"
## [1] "2021-12-14 00:00:00 XLE 300 @ 55.4199981689453"
## [1] "2021-12-14 00:00:00 XLE 300 @ 55.4199981689453"
## [1] "2021-12-27 00:00:00 XLE -300 @ 56.0999984741211"
## [1] "2021-12-27 00:00:00 XLE -300 @ 56.0999984741211"
## [1] "2021-12-31 00:00:00 XLE 300 @ 55.5"
## [1] "2021-12-31 00:00:00 XLE 300 @ 55.5"
## [1] "2022-01-04 00:00:00 XLE -300 @ 59.2000007629395"
## [1] "2022-01-04 00:00:00 XLE -300 @ 59.2000007629395"
## [1] "2022-01-21 00:00:00 XLE 300 @ 62.4500007629395"
## [1] "2022-01-21 00:00:00 XLE 300 @ 62.4500007629395"
## [1] "2022-01-26 00:00:00 XLE -300 @ 65.1999969482422"
## [1] "2022-01-26 00:00:00 XLE -300 @ 65.1999969482422"
## [1] "2022-02-16 00:00:00 XLE 300 @ 68.5800018310547"
## [1] "2022-02-16 00:00:00 XLE 300 @ 68.5800018310547"
## [1] "2022-02-28 00:00:00 XLE -300 @ 70.5800018310547"
## [1] "2022-02-28 00:00:00 XLE -300 @ 70.5800018310547"
## [1] "2022-03-15 00:00:00 XLE 300 @ 71.8199996948242"
## [1] "2022-03-15 00:00:00 XLE 300 @ 71.8199996948242"
## [1] "2022-03-22 00:00:00 XLE -300 @ 75.5699996948242"
## [1] "2022-03-22 00:00:00 XLE -300 @ 75.5699996948242"
## [1] "2022-04-06 00:00:00 XLE 300 @ 76.4000015258789"
## [1] "2022-04-06 00:00:00 XLE 300 @ 76.4000015258789"
## [1] "2022-04-08 00:00:00 XLE -300 @ 79.5299987792969"
## [1] "2022-04-08 00:00:00 XLE -300 @ 79.5299987792969"
## [1] "2022-04-22 00:00:00 XLE 300 @ 76.1999969482422"
## [1] "2022-04-22 00:00:00 XLE 300 @ 76.1999969482422"
## [1] "2022-04-29 00:00:00 XLE -300 @ 75.1500015258789"
## [1] "2022-04-29 00:00:00 XLE -300 @ 75.1500015258789"
## [1] "2022-05-10 00:00:00 XLE 300 @ 76.75"
## [1] "2022-05-10 00:00:00 XLE 300 @ 76.75"
## [1] "2022-05-16 00:00:00 XLE -300 @ 82.9100036621094"
## [1] "2022-05-16 00:00:00 XLE -300 @ 82.9100036621094"
## [1] "2022-06-10 00:00:00 XLE 300 @ 88.7099990844727"
## [1] "2022-06-10 00:00:00 XLE 300 @ 88.7099990844727"
## [1] "2022-06-29 00:00:00 XLE -300 @ 73.0500030517578"
## [1] "2022-06-29 00:00:00 XLE -300 @ 73.0500030517578"
## [1] "2022-07-01 00:00:00 XLE 300 @ 72.5800018310547"
## [1] "2022-07-01 00:00:00 XLE 300 @ 72.5800018310547"
## [1] "2022-07-19 00:00:00 XLE -300 @ 72.3199996948242"
## [1] "2022-07-19 00:00:00 XLE -300 @ 72.3199996948242"
## [1] "2022-08-04 00:00:00 XLE 300 @ 71.6600036621094"
## [1] "2022-08-04 00:00:00 XLE 300 @ 71.6600036621094"
## [1] "2022-08-10 00:00:00 XLE -300 @ 75.2900009155273"
## [1] "2022-08-10 00:00:00 XLE -300 @ 75.2900009155273"
## [1] "2022-08-31 00:00:00 XLE 300 @ 80.5"
## [1] "2022-08-31 00:00:00 XLE 300 @ 80.5"
## [1] "2022-09-12 00:00:00 XLE -300 @ 82.0800018310547"
## [1] "2022-09-12 00:00:00 XLE -300 @ 82.0800018310547"
## [1] "2022-09-19 00:00:00 XLE 300 @ 77.6399993896484"
## [1] "2022-09-19 00:00:00 XLE 300 @ 77.6399993896484"
## [1] "2022-09-29 00:00:00 XLE -300 @ 72.5999984741211"
## [1] "2022-09-29 00:00:00 XLE -300 @ 72.5999984741211"
## [1] "2022-10-12 00:00:00 XLE 300 @ 80.120002746582"
## [1] "2022-10-12 00:00:00 XLE 300 @ 80.120002746582"
## [1] "2022-10-14 00:00:00 XLE -300 @ 80.2799987792969"
## [1] "2022-10-14 00:00:00 XLE -300 @ 80.2799987792969"
## [1] "2022-11-03 00:00:00 XLE 300 @ 90.3199996948242"
## [1] "2022-11-03 00:00:00 XLE 300 @ 90.3199996948242"
## [1] "2022-11-07 00:00:00 XLE -300 @ 92.9899978637695"
## [1] "2022-11-07 00:00:00 XLE -300 @ 92.9899978637695"
## [1] "2022-11-10 00:00:00 XLE 300 @ 90.5"
## [1] "2022-11-10 00:00:00 XLE 300 @ 90.5"
## [1] "2022-11-14 00:00:00 XLE -300 @ 93.0999984741211"
## [1] "2022-11-14 00:00:00 XLE -300 @ 93.0999984741211"
## [1] "2022-11-21 00:00:00 XLE 300 @ 90.3899993896484"
## [1] "2022-11-21 00:00:00 XLE 300 @ 90.3899993896484"
## [1] "2022-11-23 00:00:00 XLE -300 @ 92.2099990844727"
## [1] "2022-11-23 00:00:00 XLE -300 @ 92.2099990844727"
## [1] "2022-11-29 00:00:00 XLE 300 @ 90.6999969482422"
## [1] "2022-11-29 00:00:00 XLE 300 @ 90.6999969482422"
## [1] "2022-12-14 00:00:00 XLE -300 @ 85.9300003051758"
## [1] "2022-12-14 00:00:00 XLE -300 @ 85.9300003051758"
## [1] "2022-12-19 00:00:00 XLE 300 @ 83.4899978637695"
## [1] "2022-12-19 00:00:00 XLE 300 @ 83.4899978637695"
## [1] "2022-12-22 00:00:00 XLE -300 @ 84.370002746582"
## [1] "2022-12-22 00:00:00 XLE -300 @ 84.370002746582"
## [1] "2023-01-04 00:00:00 XLE 300 @ 84.3899993896484"
## [1] "2023-01-04 00:00:00 XLE 300 @ 84.3899993896484"
## [1] "2023-01-09 00:00:00 XLE -300 @ 87.25"
## [1] "2023-01-09 00:00:00 XLE -300 @ 87.25"
## [1] "2023-01-19 00:00:00 XLE 300 @ 89.5899963378906"
## [1] "2023-01-19 00:00:00 XLE 300 @ 89.5899963378906"
## [1] "2023-01-23 00:00:00 XLE -300 @ 90.5999984741211"
## [1] "2023-01-23 00:00:00 XLE -300 @ 90.5999984741211"
## [1] "2023-01-31 00:00:00 XLE 300 @ 89.9300003051758"
## [1] "2023-01-31 00:00:00 XLE 300 @ 89.9300003051758"
## [1] "2023-02-08 00:00:00 XLE -300 @ 87.5599975585938"
## [1] "2023-02-08 00:00:00 XLE -300 @ 87.5599975585938"
## [1] "2023-02-16 00:00:00 XLE 300 @ 87.6100006103516"
## [1] "2023-02-16 00:00:00 XLE 300 @ 87.6100006103516"
## [1] "2023-03-02 00:00:00 XLE -300 @ 86.0899963378906"
## [1] "2023-03-02 00:00:00 XLE -300 @ 86.0899963378906"
## [1] "2023-03-08 00:00:00 XLE 300 @ 84.9000015258789"
## [1] "2023-03-08 00:00:00 XLE 300 @ 84.9000015258789"
## [1] "2023-03-22 00:00:00 XLE -300 @ 78.6800003051758"
## [1] "2023-03-22 00:00:00 XLE -300 @ 78.6800003051758"
## [1] "2023-03-24 00:00:00 XLE 300 @ 77.8899993896484"
## [1] "2023-03-24 00:00:00 XLE 300 @ 77.8899993896484"
## [1] "2023-03-28 00:00:00 XLE -300 @ 80.7799987792969"
## [1] "2023-03-28 00:00:00 XLE -300 @ 80.7799987792969"
## [1] "2023-04-18 00:00:00 XLE 300 @ 86.5400009155273"
## [1] "2023-04-18 00:00:00 XLE 300 @ 86.5400009155273"
## [1] "2023-04-25 00:00:00 XLE -300 @ 84.6600036621094"
## [1] "2023-04-25 00:00:00 XLE -300 @ 84.6600036621094"
## [1] "2023-04-26 00:00:00 XLE 300 @ 83.5299987792969"
## [1] "2023-04-26 00:00:00 XLE 300 @ 83.5299987792969"
## [1] "2023-05-01 00:00:00 XLE -300 @ 84.1699981689453"
## [1] "2023-05-01 00:00:00 XLE -300 @ 84.1699981689453"
## [1] "2023-05-03 00:00:00 XLE 300 @ 78.9899978637695"
## [1] "2023-05-03 00:00:00 XLE 300 @ 78.9899978637695"
## [1] "2023-05-19 00:00:00 XLE -300 @ 79.6399993896484"
## [1] "2023-05-19 00:00:00 XLE -300 @ 79.6399993896484"
## [1] "2023-05-26 00:00:00 XLE 300 @ 78.7699966430664"
## [1] "2023-05-26 00:00:00 XLE 300 @ 78.7699966430664"
## [1] "2023-06-05 00:00:00 XLE -300 @ 79.370002746582"
## [1] "2023-06-05 00:00:00 XLE -300 @ 79.370002746582"
## [1] "2023-06-13 00:00:00 XLE 300 @ 80.9300003051758"
## [1] "2023-06-13 00:00:00 XLE 300 @ 80.9300003051758"
## [1] "2023-06-28 00:00:00 XLE -300 @ 79.7300033569336"
## [1] "2023-06-28 00:00:00 XLE -300 @ 79.7300033569336"
## [1] "2023-07-07 00:00:00 XLE 300 @ 80.7900009155273"
## [1] "2023-07-07 00:00:00 XLE 300 @ 80.7900009155273"
## [1] "2023-07-11 00:00:00 XLE -300 @ 83.2099990844727"
## [1] "2023-07-11 00:00:00 XLE -300 @ 83.2099990844727"
## [1] "2023-07-17 00:00:00 XLE 300 @ 81.2900009155273"
## [1] "2023-07-17 00:00:00 XLE 300 @ 81.2900009155273"
## [1] "2023-07-20 00:00:00 XLE -300 @ 83.5599975585938"
## [1] "2023-07-20 00:00:00 XLE -300 @ 83.5599975585938"
## [1] "2023-08-03 00:00:00 XLE 300 @ 86.8000030517578"
## [1] "2023-08-03 00:00:00 XLE 300 @ 86.8000030517578"
## [1] "2023-08-08 00:00:00 XLE -300 @ 87.4499969482422"
## [1] "2023-08-08 00:00:00 XLE -300 @ 87.4499969482422"
## [1] "2023-08-16 00:00:00 XLE 300 @ 86.9000015258789"
## [1] "2023-08-16 00:00:00 XLE 300 @ 86.9000015258789"
## [1] "2023-08-21 00:00:00 XLE -300 @ 88.25"
## [1] "2023-08-21 00:00:00 XLE -300 @ 88.25"
## [1] "2023-08-23 00:00:00 XLE 300 @ 87.3499984741211"
## [1] "2023-08-23 00:00:00 XLE 300 @ 87.3499984741211"
## [1] "2023-08-29 00:00:00 XLE -300 @ 88.4199981689453"
## [1] "2023-08-29 00:00:00 XLE -300 @ 88.4199981689453"
## [1] "2023-09-20 00:00:00 XLE 300 @ 90.4000015258789"
## [1] "2023-09-20 00:00:00 XLE 300 @ 90.4000015258789"
## [1] "2023-09-26 00:00:00 XLE -300 @ 89.9100036621094"
## [1] "2023-09-26 00:00:00 XLE -300 @ 89.9100036621094"
## [1] "2023-10-02 00:00:00 XLE 300 @ 88.5899963378906"
## [1] "2023-10-02 00:00:00 XLE 300 @ 88.5899963378906"
## [1] "2023-10-10 00:00:00 XLE -300 @ 88.6999969482422"
## [1] "2023-10-10 00:00:00 XLE -300 @ 88.6999969482422"
## [1] "2023-10-23 00:00:00 XLE 300 @ 88.8000030517578"
## [1] "2023-10-23 00:00:00 XLE 300 @ 88.8000030517578"
## [1] "2023-11-03 00:00:00 XLE -300 @ 86.6800003051758"
## [1] "2023-11-03 00:00:00 XLE -300 @ 86.6800003051758"
## [1] "2023-11-08 00:00:00 XLE 300 @ 82.75"
## [1] "2023-11-08 00:00:00 XLE 300 @ 82.75"
## [1] "2023-11-14 00:00:00 XLE -300 @ 84.7600021362305"
## [1] "2023-11-14 00:00:00 XLE -300 @ 84.7600021362305"
## [1] "2023-11-17 00:00:00 XLE 300 @ 84.6900024414062"
## [1] "2023-11-17 00:00:00 XLE 300 @ 84.6900024414062"
## [1] "2023-11-21 00:00:00 XLE -300 @ 84.620002746582"
## [1] "2023-11-21 00:00:00 XLE -300 @ 84.620002746582"
## [1] "2023-11-30 00:00:00 XLE 300 @ 84.5800018310547"
## [1] "2023-11-30 00:00:00 XLE 300 @ 84.5800018310547"
## [1] "2023-12-04 00:00:00 XLE -300 @ 84.629997253418"
## [1] "2023-12-04 00:00:00 XLE -300 @ 84.629997253418"
## [1] "2023-12-06 00:00:00 XLE 300 @ 81.9100036621094"
## [1] "2023-12-06 00:00:00 XLE 300 @ 81.9100036621094"
## [1] "2023-12-15 00:00:00 XLE -300 @ 84.3000030517578"
## [1] "2023-12-15 00:00:00 XLE -300 @ 84.3000030517578"
## [1] "2023-12-29 00:00:00 XLE 300 @ 83.8399963378906"
## [1] "2023-12-29 00:00:00 XLE 300 @ 83.8399963378906"
## [1] "2024-01-04 00:00:00 XLE -300 @ 84.6100006103516"
## [1] "2024-01-04 00:00:00 XLE -300 @ 84.6100006103516"
## [1] "2024-01-09 00:00:00 XLE 300 @ 82.3600006103516"
## [1] "2024-01-09 00:00:00 XLE 300 @ 82.3600006103516"
## [1] "2024-01-24 00:00:00 XLE -300 @ 81.7900009155273"
## [1] "2024-01-24 00:00:00 XLE -300 @ 81.7900009155273"
## [1] "2024-02-01 00:00:00 XLE 300 @ 83.4000015258789"
## [1] "2024-02-01 00:00:00 XLE 300 @ 83.4000015258789"
## [1] "2024-02-08 00:00:00 XLE -300 @ 84.6100006103516"
## [1] "2024-02-08 00:00:00 XLE -300 @ 84.6100006103516"
## [1] "2024-02-12 00:00:00 XLE 300 @ 84.2300033569336"
## [1] "2024-02-12 00:00:00 XLE 300 @ 84.2300033569336"
## [1] "2024-02-16 00:00:00 XLE -300 @ 85.5699996948242"
## [1] "2024-02-16 00:00:00 XLE -300 @ 85.5699996948242"
## [1] "2024-02-29 00:00:00 XLE 300 @ 86.1399993896484"
## [1] "2024-02-29 00:00:00 XLE 300 @ 86.1399993896484"
## [1] "2024-03-04 00:00:00 XLE -300 @ 86.2099990844727"
## [1] "2024-03-04 00:00:00 XLE -300 @ 86.2099990844727"
## [1] "2024-04-15 00:00:00 XLE 300 @ 95.2300033569336"
## [1] "2024-04-15 00:00:00 XLE 300 @ 95.2300033569336"
## [1] "2024-04-22 00:00:00 XLE -300 @ 95.5899963378906"
## [1] "2024-04-22 00:00:00 XLE -300 @ 95.5899963378906"
## [1] "2024-04-29 00:00:00 XLE 300 @ 96.3899993896484"
## [1] "2024-04-29 00:00:00 XLE 300 @ 96.3899993896484"
## [1] "2024-05-07 00:00:00 XLE -300 @ 93.2099990844727"
## [1] "2024-05-07 00:00:00 XLE -300 @ 93.2099990844727"
## [1] "2024-05-23 00:00:00 XLE 300 @ 91.2399978637695"
## [1] "2024-05-23 00:00:00 XLE 300 @ 91.2399978637695"
## [1] "2024-06-03 00:00:00 XLE -300 @ 90.7600021362305"
## [1] "2024-06-03 00:00:00 XLE -300 @ 90.7600021362305"
## [1] "2024-06-05 00:00:00 XLE 300 @ 89.879997253418"
## [1] "2024-06-05 00:00:00 XLE 300 @ 89.879997253418"
## [1] "2024-06-11 00:00:00 XLE -300 @ 90.4899978637695"
## [1] "2024-06-11 00:00:00 XLE -300 @ 90.4899978637695"
## [1] "2024-06-13 00:00:00 XLE 300 @ 88.6999969482422"
## [1] "2024-06-13 00:00:00 XLE 300 @ 88.6999969482422"
## [1] "2024-06-21 00:00:00 XLE -300 @ 89.75"
## [1] "2024-06-21 00:00:00 XLE -300 @ 89.75"
## [1] "2024-07-08 00:00:00 XLE 300 @ 89.5500030517578"
## [1] "2024-07-08 00:00:00 XLE 300 @ 89.5500030517578"
## [1] "2024-07-12 00:00:00 XLE -300 @ 90.5199966430664"
## [1] "2024-07-12 00:00:00 XLE -300 @ 90.5199966430664"
## [1] "2024-07-23 00:00:00 XLE 300 @ 90.3300018310547"
## [1] "2024-07-23 00:00:00 XLE 300 @ 90.3300018310547"
## [1] "2024-07-26 00:00:00 XLE -300 @ 92.1900024414062"
## [1] "2024-07-26 00:00:00 XLE -300 @ 92.1900024414062"
## [1] "2024-08-02 00:00:00 XLE 300 @ 88.4000015258789"
## [1] "2024-08-02 00:00:00 XLE 300 @ 88.4000015258789"
## [1] "2024-08-09 00:00:00 XLE -300 @ 89.4100036621094"
## [1] "2024-08-09 00:00:00 XLE -300 @ 89.4100036621094"
## [1] "2024-08-21 00:00:00 XLE 300 @ 88.8300018310547"
## [1] "2024-08-21 00:00:00 XLE 300 @ 88.8300018310547"
## [1] "2024-08-26 00:00:00 XLE -300 @ 91.1999969482422"
## [1] "2024-08-26 00:00:00 XLE -300 @ 91.1999969482422"
## [1] "2024-08-29 00:00:00 XLE 300 @ 90.9400024414062"
## [1] "2024-08-29 00:00:00 XLE 300 @ 90.9400024414062"
## [1] "2024-08-30 00:00:00 XLE -300 @ 91.2799987792969"
## [1] "2024-08-30 00:00:00 XLE -300 @ 91.2799987792969"
## [1] "2024-09-04 00:00:00 XLE 300 @ 87.7799987792969"
## [1] "2024-09-04 00:00:00 XLE 300 @ 87.7799987792969"
## [1] "2024-09-17 00:00:00 XLE -300 @ 87.7399978637695"
## [1] "2024-09-17 00:00:00 XLE -300 @ 87.7399978637695"
## [1] "2024-09-26 00:00:00 XLE 300 @ 85.4499969482422"
## [1] "2024-09-26 00:00:00 XLE 300 @ 85.4499969482422"
## [1] "2024-10-02 00:00:00 XLE -300 @ 90.7200012207031"
## [1] "2024-10-02 00:00:00 XLE -300 @ 90.7200012207031"
## [1] "2024-10-09 00:00:00 XLE 300 @ 91.620002746582"
## [1] "2024-10-09 00:00:00 XLE 300 @ 91.620002746582"
## [1] "2024-10-14 00:00:00 XLE -300 @ 92.7699966430664"
## [1] "2024-10-14 00:00:00 XLE -300 @ 92.7699966430664"
## [1] "2024-10-16 00:00:00 XLE 300 @ 90.2099990844727"
## [1] "2024-10-16 00:00:00 XLE 300 @ 90.2099990844727"
## [1] "2024-11-05 00:00:00 XLE -300 @ 90.1699981689453"
## [1] "2024-11-05 00:00:00 XLE -300 @ 90.1699981689453"
## [1] "2024-11-26 00:00:00 XLE 300 @ 95.2200012207031"
## [1] "2024-11-26 00:00:00 XLE 300 @ 95.2200012207031"
## [1] "2025-01-02 00:00:00 XLE -300 @ 86.6600036621094"
## [1] "2025-01-02 00:00:00 XLE -300 @ 86.6600036621094"
## [1] "2025-01-23 00:00:00 XLE 300 @ 92.1999969482422"
## [1] "2025-01-23 00:00:00 XLE 300 @ 92.1999969482422"
## [1] "2025-02-05 00:00:00 XLE -300 @ 90.2300033569336"
## [1] "2025-02-05 00:00:00 XLE -300 @ 90.2300033569336"
## [1] "2025-02-07 00:00:00 XLE 300 @ 88.5599975585938"
## [1] "2025-02-07 00:00:00 XLE 300 @ 88.5599975585938"
## [1] "2025-02-11 00:00:00 XLE -300 @ 91.2399978637695"
## [1] "2025-02-11 00:00:00 XLE -300 @ 91.2399978637695"
## [1] "2025-02-13 00:00:00 XLE 300 @ 89.7099990844727"
## [1] "2025-02-13 00:00:00 XLE 300 @ 89.7099990844727"
## [1] "2025-02-19 00:00:00 XLE -300 @ 92.0199966430664"
## [1] "2025-02-19 00:00:00 XLE -300 @ 92.0199966430664"
## [1] "2025-02-24 00:00:00 XLE 300 @ 90.9499969482422"
## [1] "2025-02-24 00:00:00 XLE 300 @ 90.9499969482422"
## [1] "2025-03-03 00:00:00 XLE -300 @ 87.8199996948242"
## [1] "2025-03-03 00:00:00 XLE -300 @ 87.8199996948242"
## [1] "2025-03-04 00:00:00 XLE 300 @ 86.9700012207031"
## [1] "2025-03-04 00:00:00 XLE 300 @ 86.9700012207031"
## [1] "2025-03-10 00:00:00 XLE -300 @ 88.0800018310547"
## [1] "2025-03-10 00:00:00 XLE -300 @ 88.0800018310547"
## [1] "2025-03-31 00:00:00 XLE 300 @ 93.4499969482422"
## [1] "2025-03-31 00:00:00 XLE 300 @ 93.4499969482422"
## [1] "2025-04-01 00:00:00 XLE -300 @ 94"
## [1] "2025-04-01 00:00:00 XLE -300 @ 94"
## [1] "2025-04-04 00:00:00 XLE 300 @ 78.7600021362305"
## [1] "2025-04-04 00:00:00 XLE 300 @ 78.7600021362305"
## [1] "2025-04-10 00:00:00 XLE -300 @ 76.9800033569336"
## [1] "2025-04-10 00:00:00 XLE -300 @ 76.9800033569336"
## [1] "2025-05-01 00:00:00 XLE 300 @ 80.8000030517578"
## [1] "2025-05-01 00:00:00 XLE 300 @ 80.8000030517578"
## [1] "2025-05-05 00:00:00 XLE -300 @ 80.5"
## [1] "2025-05-05 00:00:00 XLE -300 @ 80.5"
## [1] "2025-05-06 00:00:00 XLE 300 @ 80.5199966430664"
## [1] "2025-05-06 00:00:00 XLE 300 @ 80.5199966430664"
## [1] "2025-05-09 00:00:00 XLE -300 @ 82.4300003051758"
## [1] "2025-05-09 00:00:00 XLE -300 @ 82.4300003051758"
## [1] "2025-05-20 00:00:00 XLE 300 @ 83.5899963378906"
## [1] "2025-05-20 00:00:00 XLE 300 @ 83.5899963378906"
## [1] "2025-05-28 00:00:00 XLE -300 @ 81.6500015258789"
## [1] "2025-05-28 00:00:00 XLE -300 @ 81.6500015258789"
## [1] "2025-05-29 00:00:00 XLE 300 @ 82.2600021362305"
## [1] "2025-05-29 00:00:00 XLE 300 @ 82.2600021362305"
## [1] "2025-06-03 00:00:00 XLE -300 @ 83.5800018310547"
## [1] "2025-06-03 00:00:00 XLE -300 @ 83.5800018310547"
## [1] "2025-06-06 00:00:00 XLE 300 @ 83.4100036621094"
## [1] "2025-06-06 00:00:00 XLE 300 @ 83.4100036621094"
## [1] "2025-06-09 00:00:00 XLE -300 @ 83.5699996948242"
## [1] "2025-06-09 00:00:00 XLE -300 @ 83.5699996948242"
## [1] "2025-06-24 00:00:00 XLE 300 @ 84.9100036621094"
## [1] "2025-06-24 00:00:00 XLE 300 @ 84.9100036621094"
## [1] "2025-07-03 00:00:00 XLE -300 @ 87.0299987792969"
## [1] "2025-07-03 00:00:00 XLE -300 @ 87.0299987792969"
## [1] "1998-12-30 00:00:00 XLF -300 @ 19.2171001434326"
## [1] "1999-01-04 00:00:00 XLF 300 @ 19.0393981933594"
## [1] "1999-01-04 00:00:00 XLF 300 @ 19.0393981933594"
## [1] "1999-01-06 00:00:00 XLF -300 @ 19.8263607025146"
## [1] "1999-01-06 00:00:00 XLF -300 @ 19.8263607025146"
## [1] "1999-01-13 00:00:00 XLF 300 @ 19.140941619873"
## [1] "1999-01-13 00:00:00 XLF 300 @ 19.140941619873"
## [1] "1999-02-01 00:00:00 XLF -300 @ 19.0393981933594"
## [1] "1999-02-01 00:00:00 XLF -300 @ 19.0393981933594"
## [1] "1999-02-03 00:00:00 XLF 300 @ 18.9759330749512"
## [1] "1999-02-03 00:00:00 XLF 300 @ 18.9759330749512"
## [1] "1999-02-12 00:00:00 XLF -300 @ 18.6839962005615"
## [1] "1999-02-12 00:00:00 XLF -300 @ 18.6839962005615"
## [1] "1999-02-26 00:00:00 XLF 300 @ 19.6740455627441"
## [1] "1999-02-26 00:00:00 XLF 300 @ 19.6740455627441"
## [1] "1999-03-02 00:00:00 XLF -300 @ 19.8009757995605"
## [1] "1999-03-02 00:00:00 XLF -300 @ 19.8009757995605"
## [1] "1999-03-17 00:00:00 XLF 300 @ 20.6894798278809"
## [1] "1999-03-17 00:00:00 XLF 300 @ 20.6894798278809"
## [1] "1999-03-19 00:00:00 XLF -300 @ 20.7148666381836"
## [1] "1999-03-19 00:00:00 XLF -300 @ 20.7148666381836"
## [1] "1999-03-24 00:00:00 XLF 300 @ 20.0040626525879"
## [1] "1999-03-24 00:00:00 XLF 300 @ 20.0040626525879"
## [1] "1999-03-30 00:00:00 XLF -300 @ 20.4990863800049"
## [1] "1999-03-30 00:00:00 XLF -300 @ 20.4990863800049"
## [1] "1999-04-01 00:00:00 XLF 300 @ 20.3086929321289"
## [1] "1999-04-01 00:00:00 XLF 300 @ 20.3086929321289"
## [1] "1999-04-06 00:00:00 XLF -300 @ 20.5625514984131"
## [1] "1999-04-06 00:00:00 XLF -300 @ 20.5625514984131"
## [1] "1999-04-16 00:00:00 XLF 300 @ 21.222583770752"
## [1] "1999-04-16 00:00:00 XLF 300 @ 21.222583770752"
## [1] "1999-04-21 00:00:00 XLF -300 @ 21.831844329834"
## [1] "1999-04-21 00:00:00 XLF -300 @ 21.831844329834"
## [1] "1999-04-27 00:00:00 XLF 300 @ 22.0349311828613"
## [1] "1999-04-27 00:00:00 XLF 300 @ 22.0349311828613"
## [1] "1999-04-28 00:00:00 XLF -300 @ 21.9080028533936"
## [1] "1999-04-28 00:00:00 XLF -300 @ 21.9080028533936"
## [1] "1999-05-03 00:00:00 XLF 300 @ 21.9333877563477"
## [1] "1999-05-03 00:00:00 XLF 300 @ 21.9333877563477"
## [1] "1999-05-12 00:00:00 XLF -300 @ 21.9080028533936"
## [1] "1999-05-12 00:00:00 XLF -300 @ 21.9080028533936"
## [1] "1999-05-17 00:00:00 XLF 300 @ 21.0194969177246"
## [1] "1999-05-17 00:00:00 XLF 300 @ 21.0194969177246"
## [1] "1999-06-07 00:00:00 XLF -300 @ 20.6894798278809"
## [1] "1999-06-07 00:00:00 XLF -300 @ 20.6894798278809"
## [1] "1999-06-11 00:00:00 XLF 300 @ 19.9279041290283"
## [1] "1999-06-11 00:00:00 XLF 300 @ 19.9279041290283"
## [1] "1999-06-17 00:00:00 XLF -300 @ 20.8417949676514"
## [1] "1999-06-17 00:00:00 XLF -300 @ 20.8417949676514"
## [1] "1999-06-24 00:00:00 XLF 300 @ 20.1817626953125"
## [1] "1999-06-24 00:00:00 XLF 300 @ 20.1817626953125"
## [1] "1999-06-29 00:00:00 XLF -300 @ 20.7656383514404"
## [1] "1999-06-29 00:00:00 XLF -300 @ 20.7656383514404"
## [1] "1999-07-13 00:00:00 XLF 300 @ 21.0702686309814"
## [1] "1999-07-13 00:00:00 XLF 300 @ 21.0702686309814"
## [1] "1999-07-16 00:00:00 XLF -300 @ 21.4256706237793"
## [1] "1999-07-16 00:00:00 XLF -300 @ 21.4256706237793"
## [1] "1999-07-21 00:00:00 XLF 300 @ 20.7656383514404"
## [1] "1999-07-21 00:00:00 XLF 300 @ 20.7656383514404"
## [1] "1999-07-28 00:00:00 XLF -300 @ 20.6640949249268"
## [1] "1999-07-28 00:00:00 XLF -300 @ 20.6640949249268"
## [1] "1999-07-30 00:00:00 XLF 300 @ 19.9025173187256"
## [1] "1999-07-30 00:00:00 XLF 300 @ 19.9025173187256"
## [1] "1999-08-16 00:00:00 XLF -300 @ 19.5725021362305"
## [1] "1999-08-16 00:00:00 XLF -300 @ 19.5725021362305"
## [1] "1999-08-27 00:00:00 XLF 300 @ 19.6994304656982"
## [1] "1999-08-27 00:00:00 XLF 300 @ 19.6994304656982"
## [1] "1999-09-07 00:00:00 XLF -300 @ 19.1663284301758"
## [1] "1999-09-07 00:00:00 XLF -300 @ 19.1663284301758"
## [1] "1999-09-10 00:00:00 XLF 300 @ 18.9505481719971"
## [1] "1999-09-10 00:00:00 XLF 300 @ 18.9505481719971"
## [1] "1999-09-20 00:00:00 XLF -300 @ 18.3920593261719"
## [1] "1999-09-20 00:00:00 XLF -300 @ 18.3920593261719"
## [1] "1999-09-22 00:00:00 XLF 300 @ 18.0874290466309"
## [1] "1999-09-22 00:00:00 XLF 300 @ 18.0874290466309"
## [1] "1999-10-01 00:00:00 XLF -300 @ 17.6685619354248"
## [1] "1999-10-01 00:00:00 XLF -300 @ 17.6685619354248"
## [1] "1999-10-13 00:00:00 XLF 300 @ 17.7827987670898"
## [1] "1999-10-13 00:00:00 XLF 300 @ 17.7827987670898"
## [1] "1999-10-20 00:00:00 XLF -300 @ 18.1889724731445"
## [1] "1999-10-20 00:00:00 XLF -300 @ 18.1889724731445"
## [1] "1999-11-10 00:00:00 XLF 300 @ 20.3086929321289"
## [1] "1999-11-10 00:00:00 XLF 300 @ 20.3086929321289"
## [1] "1999-11-15 00:00:00 XLF -300 @ 21.0575752258301"
## [1] "1999-11-15 00:00:00 XLF -300 @ 21.0575752258301"
## [1] "1999-11-22 00:00:00 XLF 300 @ 20.7148666381836"
## [1] "1999-11-22 00:00:00 XLF 300 @ 20.7148666381836"
## [1] "1999-12-06 00:00:00 XLF -300 @ 19.7121238708496"
## [1] "1999-12-06 00:00:00 XLF -300 @ 19.7121238708496"
## [1] "1999-12-08 00:00:00 XLF 300 @ 19.2044067382812"
## [1] "1999-12-08 00:00:00 XLF 300 @ 19.2044067382812"
## [1] "1999-12-13 00:00:00 XLF -300 @ 19.5978889465332"
## [1] "1999-12-13 00:00:00 XLF -300 @ 19.5978889465332"
## [1] "1999-12-15 00:00:00 XLF 300 @ 19.0774784088135"
## [1] "1999-12-15 00:00:00 XLF 300 @ 19.0774784088135"
## [1] "1999-12-22 00:00:00 XLF -300 @ 18.9378547668457"
## [1] "1999-12-22 00:00:00 XLF -300 @ 18.9378547668457"
## [1] "2000-01-04 00:00:00 XLF 300 @ 17.7701053619385"
## [1] "2000-01-04 00:00:00 XLF 300 @ 17.7701053619385"
## [1] "2000-01-10 00:00:00 XLF -300 @ 18.3793659210205"
## [1] "2000-01-10 00:00:00 XLF -300 @ 18.3793659210205"
## [1] "2000-01-12 00:00:00 XLF 300 @ 18.4301376342773"
## [1] "2000-01-12 00:00:00 XLF 300 @ 18.4301376342773"
## [1] "2000-01-14 00:00:00 XLF -300 @ 19.4328804016113"
## [1] "2000-01-14 00:00:00 XLF -300 @ 19.4328804016113"
## [1] "2000-01-21 00:00:00 XLF 300 @ 18.1508941650391"
## [1] "2000-01-21 00:00:00 XLF 300 @ 18.1508941650391"
## [1] "2000-01-27 00:00:00 XLF -300 @ 18.8870830535889"
## [1] "2000-01-27 00:00:00 XLF -300 @ 18.8870830535889"
## [1] "2000-01-31 00:00:00 XLF 300 @ 18.7347679138184"
## [1] "2000-01-31 00:00:00 XLF 300 @ 18.7347679138184"
## [1] "2000-02-02 00:00:00 XLF -300 @ 18.6459178924561"
## [1] "2000-02-02 00:00:00 XLF -300 @ 18.6459178924561"
## [1] "2000-02-04 00:00:00 XLF 300 @ 18.341287612915"
## [1] "2000-02-04 00:00:00 XLF 300 @ 18.341287612915"
## [1] "2000-02-29 00:00:00 XLF -300 @ 16.729284286499"
## [1] "2000-02-29 00:00:00 XLF -300 @ 16.729284286499"
## [1] "2000-03-08 00:00:00 XLF 300 @ 16.1454105377197"
## [1] "2000-03-08 00:00:00 XLF 300 @ 16.1454105377197"
## [1] "2000-03-14 00:00:00 XLF -300 @ 16.3865756988525"
## [1] "2000-03-14 00:00:00 XLF -300 @ 16.3865756988525"
## [1] "2000-04-10 00:00:00 XLF 300 @ 20.0548324584961"
## [1] "2000-04-10 00:00:00 XLF 300 @ 20.0548324584961"
## [1] "2000-04-11 00:00:00 XLF -300 @ 20.3086929321289"
## [1] "2000-04-11 00:00:00 XLF -300 @ 20.3086929321289"
## [1] "2000-04-14 00:00:00 XLF 300 @ 18.2524375915527"
## [1] "2000-04-14 00:00:00 XLF 300 @ 18.2524375915527"
## [1] "2000-04-25 00:00:00 XLF -300 @ 20.3086929321289"
## [1] "2000-04-25 00:00:00 XLF -300 @ 20.3086929321289"
## [1] "2000-04-28 00:00:00 XLF 300 @ 19.9025173187256"
## [1] "2000-04-28 00:00:00 XLF 300 @ 19.9025173187256"
## [1] "2000-05-09 00:00:00 XLF -300 @ 19.0774784088135"
## [1] "2000-05-09 00:00:00 XLF -300 @ 19.0774784088135"
## [1] "2000-05-11 00:00:00 XLF 300 @ 19.1282482147217"
## [1] "2000-05-11 00:00:00 XLF 300 @ 19.1282482147217"
## [1] "2000-05-15 00:00:00 XLF -300 @ 20.2071495056152"
## [1] "2000-05-15 00:00:00 XLF -300 @ 20.2071495056152"
## [1] "2000-05-26 00:00:00 XLF 300 @ 19.6994304656982"
## [1] "2000-05-26 00:00:00 XLF 300 @ 19.6994304656982"
## [1] "2000-05-31 00:00:00 XLF -300 @ 20.3467712402344"
## [1] "2000-05-31 00:00:00 XLF -300 @ 20.3467712402344"
## [1] "2000-06-12 00:00:00 XLF 300 @ 20.6894798278809"
## [1] "2000-06-12 00:00:00 XLF 300 @ 20.6894798278809"
## [1] "2000-06-15 00:00:00 XLF -300 @ 20.524471282959"
## [1] "2000-06-15 00:00:00 XLF -300 @ 20.524471282959"
## [1] "2000-06-16 00:00:00 XLF 300 @ 19.4963436126709"
## [1] "2000-06-16 00:00:00 XLF 300 @ 19.4963436126709"
## [1] "2000-06-27 00:00:00 XLF -300 @ 19.9405975341797"
## [1] "2000-06-27 00:00:00 XLF -300 @ 19.9405975341797"
## [1] "2000-07-03 00:00:00 XLF 300 @ 19.64866065979"
## [1] "2000-07-03 00:00:00 XLF 300 @ 19.64866065979"
## [1] "2000-07-06 00:00:00 XLF -300 @ 20.0167541503906"
## [1] "2000-07-06 00:00:00 XLF -300 @ 20.0167541503906"
## [1] "2000-07-20 00:00:00 XLF 300 @ 21.0321884155273"
## [1] "2000-07-20 00:00:00 XLF 300 @ 21.0321884155273"
## [1] "2000-07-21 00:00:00 XLF -300 @ 20.9687252044678"
## [1] "2000-07-21 00:00:00 XLF -300 @ 20.9687252044678"
## [1] "2000-07-31 00:00:00 XLF 300 @ 20.9941101074219"
## [1] "2000-07-31 00:00:00 XLF 300 @ 20.9941101074219"
## [1] "2000-08-02 00:00:00 XLF -300 @ 21.1083469390869"
## [1] "2000-08-02 00:00:00 XLF -300 @ 21.1083469390869"
## [1] "2000-08-11 00:00:00 XLF 300 @ 22.631498336792"
## [1] "2000-08-11 00:00:00 XLF 300 @ 22.631498336792"
## [1] "2000-08-14 00:00:00 XLF -300 @ 22.9234352111816"
## [1] "2000-08-14 00:00:00 XLF -300 @ 22.9234352111816"
## [1] "2000-08-17 00:00:00 XLF 300 @ 22.5299549102783"
## [1] "2000-08-17 00:00:00 XLF 300 @ 22.5299549102783"
## [1] "2000-08-23 00:00:00 XLF -300 @ 22.4918766021729"
## [1] "2000-08-23 00:00:00 XLF -300 @ 22.4918766021729"
## [1] "2000-08-28 00:00:00 XLF 300 @ 22.5680332183838"
## [1] "2000-08-28 00:00:00 XLF 300 @ 22.5680332183838"
## [1] "2000-09-01 00:00:00 XLF -300 @ 22.745735168457"
## [1] "2000-09-01 00:00:00 XLF -300 @ 22.745735168457"
## [1] "2000-09-18 00:00:00 XLF 300 @ 22.4918766021729"
## [1] "2000-09-18 00:00:00 XLF 300 @ 22.4918766021729"
## [1] "2000-09-26 00:00:00 XLF -300 @ 23.0376739501953"
## [1] "2000-09-26 00:00:00 XLF -300 @ 23.0376739501953"
## [1] "2000-10-05 00:00:00 XLF 300 @ 23.7865562438965"
## [1] "2000-10-05 00:00:00 XLF 300 @ 23.7865562438965"
## [1] "2000-10-20 00:00:00 XLF -300 @ 22.0603160858154"
## [1] "2000-10-20 00:00:00 XLF -300 @ 22.0603160858154"
## [1] "2000-10-27 00:00:00 XLF 300 @ 22.3522548675537"
## [1] "2000-10-27 00:00:00 XLF 300 @ 22.3522548675537"
## [1] "2000-10-31 00:00:00 XLF -300 @ 23.3549957275391"
## [1] "2000-10-31 00:00:00 XLF -300 @ 23.3549957275391"
## [1] "2000-11-09 00:00:00 XLF 300 @ 23.2915306091309"
## [1] "2000-11-09 00:00:00 XLF 300 @ 23.2915306091309"
## [1] "2000-11-29 00:00:00 XLF -300 @ 22.2634048461914"
## [1] "2000-11-29 00:00:00 XLF -300 @ 22.2634048461914"
## [1] "2000-12-15 00:00:00 XLF 300 @ 22.5299549102783"
## [1] "2000-12-15 00:00:00 XLF 300 @ 22.5299549102783"
## [1] "2000-12-19 00:00:00 XLF -300 @ 22.936128616333"
## [1] "2000-12-19 00:00:00 XLF -300 @ 22.936128616333"
## [1] "2000-12-21 00:00:00 XLF 300 @ 23.2534523010254"
## [1] "2000-12-21 00:00:00 XLF 300 @ 23.2534523010254"
## [1] "2000-12-22 00:00:00 XLF -300 @ 23.4438457489014"
## [1] "2000-12-22 00:00:00 XLF -300 @ 23.4438457489014"
## [1] "2001-01-03 00:00:00 XLF 300 @ 24.548131942749"
## [1] "2001-01-03 00:00:00 XLF 300 @ 24.548131942749"
## [1] "2001-01-04 00:00:00 XLF -300 @ 24.1165714263916"
## [1] "2001-01-04 00:00:00 XLF -300 @ 24.1165714263916"
## [1] "2001-01-08 00:00:00 XLF 300 @ 23.3676891326904"
## [1] "2001-01-08 00:00:00 XLF 300 @ 23.3676891326904"
## [1] "2001-01-23 00:00:00 XLF -300 @ 23.5326976776123"
## [1] "2001-01-23 00:00:00 XLF -300 @ 23.5326976776123"
## [1] "2001-02-07 00:00:00 XLF 300 @ 23.6393184661865"
## [1] "2001-02-07 00:00:00 XLF 300 @ 23.6393184661865"
## [1] "2001-02-13 00:00:00 XLF -300 @ 23.8667755126953"
## [1] "2001-02-13 00:00:00 XLF -300 @ 23.8667755126953"
## [1] "2001-02-15 00:00:00 XLF 300 @ 23.590576171875"
## [1] "2001-02-15 00:00:00 XLF 300 @ 23.590576171875"
## [1] "2001-02-27 00:00:00 XLF -300 @ 22.8350925445557"
## [1] "2001-02-27 00:00:00 XLF -300 @ 22.8350925445557"
## [1] "2001-03-06 00:00:00 XLF 300 @ 22.3070678710938"
## [1] "2001-03-06 00:00:00 XLF 300 @ 22.3070678710938"
## [1] "2001-03-08 00:00:00 XLF -300 @ 22.8675861358643"
## [1] "2001-03-08 00:00:00 XLF -300 @ 22.8675861358643"
## [1] "2001-03-12 00:00:00 XLF 300 @ 21.2428913116455"
## [1] "2001-03-12 00:00:00 XLF 300 @ 21.2428913116455"
## [1] "2001-03-27 00:00:00 XLF -300 @ 21.3484973907471"
## [1] "2001-03-27 00:00:00 XLF -300 @ 21.3484973907471"
## [1] "2001-04-04 00:00:00 XLF 300 @ 20.4142971038818"
## [1] "2001-04-04 00:00:00 XLF 300 @ 20.4142971038818"
## [1] "2001-04-11 00:00:00 XLF -300 @ 21.4622268676758"
## [1] "2001-04-11 00:00:00 XLF -300 @ 21.4622268676758"
## [1] "2001-04-24 00:00:00 XLF 300 @ 21.9008941650391"
## [1] "2001-04-24 00:00:00 XLF 300 @ 21.9008941650391"
## [1] "2001-04-27 00:00:00 XLF -300 @ 22.7051181793213"
## [1] "2001-04-27 00:00:00 XLF -300 @ 22.7051181793213"
## [1] "2001-05-09 00:00:00 XLF 300 @ 22.5832653045654"
## [1] "2001-05-09 00:00:00 XLF 300 @ 22.5832653045654"
## [1] "2001-05-16 00:00:00 XLF -300 @ 23.3143787384033"
## [1] "2001-05-16 00:00:00 XLF -300 @ 23.3143787384033"
## [1] "2001-05-29 00:00:00 XLF 300 @ 23.3143787384033"
## [1] "2001-05-29 00:00:00 XLF 300 @ 23.3143787384033"
## [1] "2001-06-05 00:00:00 XLF -300 @ 23.5743293762207"
## [1] "2001-06-05 00:00:00 XLF -300 @ 23.5743293762207"
## [1] "2001-06-08 00:00:00 XLF 300 @ 23.1031684875488"
## [1] "2001-06-08 00:00:00 XLF 300 @ 23.1031684875488"
## [1] "2001-06-20 00:00:00 XLF -300 @ 22.7863521575928"
## [1] "2001-06-20 00:00:00 XLF -300 @ 22.7863521575928"
## [1] "2001-06-27 00:00:00 XLF 300 @ 22.9244518280029"
## [1] "2001-06-27 00:00:00 XLF 300 @ 22.9244518280029"
## [1] "2001-06-29 00:00:00 XLF -300 @ 23.0706748962402"
## [1] "2001-06-29 00:00:00 XLF -300 @ 23.0706748962402"
## [1] "2001-07-09 00:00:00 XLF 300 @ 22.7944755554199"
## [1] "2001-07-09 00:00:00 XLF 300 @ 22.7944755554199"
## [1] "2001-07-16 00:00:00 XLF -300 @ 22.5345249176025"
## [1] "2001-07-16 00:00:00 XLF -300 @ 22.5345249176025"
## [1] "2001-07-23 00:00:00 XLF 300 @ 22.4857845306396"
## [1] "2001-07-23 00:00:00 XLF 300 @ 22.4857845306396"
## [1] "2001-07-27 00:00:00 XLF -300 @ 22.6726245880127"
## [1] "2001-07-27 00:00:00 XLF -300 @ 22.6726245880127"
## [1] "2001-08-07 00:00:00 XLF 300 @ 22.9244518280029"
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## [1] "2001-09-26 00:00:00 XLF -300 @ 19.2038993835449"
## [1] "2001-09-26 00:00:00 XLF -300 @ 19.2038993835449"
## [1] "2001-10-08 00:00:00 XLF 300 @ 19.4232330322266"
## [1] "2001-10-08 00:00:00 XLF 300 @ 19.4232330322266"
## [1] "2001-10-12 00:00:00 XLF -300 @ 19.8943958282471"
## [1] "2001-10-12 00:00:00 XLF -300 @ 19.8943958282471"
## [1] "2001-10-22 00:00:00 XLF 300 @ 20.2355804443359"
## [1] "2001-10-22 00:00:00 XLF 300 @ 20.2355804443359"
## [1] "2001-10-23 00:00:00 XLF -300 @ 20.2843227386475"
## [1] "2001-10-23 00:00:00 XLF -300 @ 20.2843227386475"
## [1] "2001-10-30 00:00:00 XLF 300 @ 19.94313621521"
## [1] "2001-10-30 00:00:00 XLF 300 @ 19.94313621521"
## [1] "2001-11-05 00:00:00 XLF -300 @ 20.6336307525635"
## [1] "2001-11-05 00:00:00 XLF -300 @ 20.6336307525635"
## [1] "2001-11-13 00:00:00 XLF 300 @ 21.3566207885742"
## [1] "2001-11-13 00:00:00 XLF 300 @ 21.3566207885742"
## [1] "2001-11-14 00:00:00 XLF -300 @ 21.3160037994385"
## [1] "2001-11-14 00:00:00 XLF -300 @ 21.3160037994385"
## [1] "2001-11-19 00:00:00 XLF 300 @ 21.5109672546387"
## [1] "2001-11-19 00:00:00 XLF 300 @ 21.5109672546387"
## [1] "2001-11-20 00:00:00 XLF -300 @ 21.3891143798828"
## [1] "2001-11-20 00:00:00 XLF -300 @ 21.3891143798828"
## [1] "2001-11-29 00:00:00 XLF 300 @ 21.267261505127"
## [1] "2001-11-29 00:00:00 XLF 300 @ 21.267261505127"
## [1] "2001-12-06 00:00:00 XLF -300 @ 21.6084480285645"
## [1] "2001-12-06 00:00:00 XLF -300 @ 21.6084480285645"
## [1] "2001-12-11 00:00:00 XLF 300 @ 21.2428913116455"
## [1] "2001-12-11 00:00:00 XLF 300 @ 21.2428913116455"
## [1] "2001-12-19 00:00:00 XLF -300 @ 21.6084480285645"
## [1] "2001-12-19 00:00:00 XLF -300 @ 21.6084480285645"
## [1] "2002-01-09 00:00:00 XLF 300 @ 21.527214050293"
## [1] "2002-01-09 00:00:00 XLF 300 @ 21.527214050293"
## [1] "2002-01-16 00:00:00 XLF -300 @ 21.3566207885742"
## [1] "2002-01-16 00:00:00 XLF -300 @ 21.3566207885742"
## [1] "2002-01-29 00:00:00 XLF 300 @ 20.5117797851562"
## [1] "2002-01-29 00:00:00 XLF 300 @ 20.5117797851562"
## [1] "2002-02-11 00:00:00 XLF -300 @ 20.7148666381836"
## [1] "2002-02-11 00:00:00 XLF -300 @ 20.7148666381836"
## [1] "2002-02-19 00:00:00 XLF 300 @ 19.9675064086914"
## [1] "2002-02-19 00:00:00 XLF 300 @ 19.9675064086914"
## [1] "2002-02-26 00:00:00 XLF -300 @ 20.479284286499"
## [1] "2002-02-26 00:00:00 XLF -300 @ 20.479284286499"
## [1] "2002-03-14 00:00:00 XLF 300 @ 22.0308685302734"
## [1] "2002-03-14 00:00:00 XLF 300 @ 22.0308685302734"
## [1] "2002-03-18 00:00:00 XLF -300 @ 22.3720550537109"
## [1] "2002-03-18 00:00:00 XLF -300 @ 22.3720550537109"
## [1] "2002-03-21 00:00:00 XLF 300 @ 22.0227451324463"
## [1] "2002-03-21 00:00:00 XLF 300 @ 22.0227451324463"
## [1] "2002-03-28 00:00:00 XLF -300 @ 22.0552406311035"
## [1] "2002-03-28 00:00:00 XLF -300 @ 22.0552406311035"
## [1] "2002-04-04 00:00:00 XLF 300 @ 21.9658813476562"
## [1] "2002-04-04 00:00:00 XLF 300 @ 21.9658813476562"
## [1] "2002-04-08 00:00:00 XLF -300 @ 22.136474609375"
## [1] "2002-04-08 00:00:00 XLF -300 @ 22.136474609375"
## [1] "2002-04-12 00:00:00 XLF 300 @ 22.079610824585"
## [1] "2002-04-12 00:00:00 XLF 300 @ 22.079610824585"
## [1] "2002-04-17 00:00:00 XLF -300 @ 22.2989444732666"
## [1] "2002-04-17 00:00:00 XLF -300 @ 22.2989444732666"
## [1] "2002-04-23 00:00:00 XLF 300 @ 21.8521537780762"
## [1] "2002-04-23 00:00:00 XLF 300 @ 21.8521537780762"
## [1] "2002-05-02 00:00:00 XLF -300 @ 21.8521537780762"
## [1] "2002-05-02 00:00:00 XLF -300 @ 21.8521537780762"
## [1] "2002-05-07 00:00:00 XLF 300 @ 21.1454105377197"
## [1] "2002-05-07 00:00:00 XLF 300 @ 21.1454105377197"
## [1] "2002-05-09 00:00:00 XLF -300 @ 21.5109672546387"
## [1] "2002-05-09 00:00:00 XLF -300 @ 21.5109672546387"
## [1] "2002-05-13 00:00:00 XLF 300 @ 21.6165714263916"
## [1] "2002-05-13 00:00:00 XLF 300 @ 21.6165714263916"
## [1] "2002-05-15 00:00:00 XLF -300 @ 21.8440284729004"
## [1] "2002-05-15 00:00:00 XLF -300 @ 21.8440284729004"
## [1] "2002-05-21 00:00:00 XLF 300 @ 21.6165714263916"
## [1] "2002-05-21 00:00:00 XLF 300 @ 21.6165714263916"
## [1] "2002-05-24 00:00:00 XLF -300 @ 21.7465476989746"
## [1] "2002-05-24 00:00:00 XLF -300 @ 21.7465476989746"
## [1] "2002-05-29 00:00:00 XLF 300 @ 21.5109672546387"
## [1] "2002-05-29 00:00:00 XLF 300 @ 21.5109672546387"
## [1] "2002-06-18 00:00:00 XLF -300 @ 21.2022743225098"
## [1] "2002-06-18 00:00:00 XLF -300 @ 21.2022743225098"
## [1] "2002-06-21 00:00:00 XLF 300 @ 20.2599506378174"
## [1] "2002-06-21 00:00:00 XLF 300 @ 20.2599506378174"
## [1] "2002-07-01 00:00:00 XLF -300 @ 20"
## [1] "2002-07-01 00:00:00 XLF -300 @ 20"
## [1] "2002-07-03 00:00:00 XLF 300 @ 19.5044689178467"
## [1] "2002-07-03 00:00:00 XLF 300 @ 19.5044689178467"
## [1] "2002-07-08 00:00:00 XLF -300 @ 20.1462230682373"
## [1] "2002-07-08 00:00:00 XLF -300 @ 20.1462230682373"
## [1] "2002-07-10 00:00:00 XLF 300 @ 18.9926891326904"
## [1] "2002-07-10 00:00:00 XLF 300 @ 18.9926891326904"
## [1] "2002-07-29 00:00:00 XLF -300 @ 18.3996753692627"
## [1] "2002-07-29 00:00:00 XLF -300 @ 18.3996753692627"
## [1] "2002-08-05 00:00:00 XLF 300 @ 17.0999183654785"
## [1] "2002-08-05 00:00:00 XLF 300 @ 17.0999183654785"
## [1] "2002-08-09 00:00:00 XLF -300 @ 18.9845657348633"
## [1] "2002-08-09 00:00:00 XLF -300 @ 18.9845657348633"
## [1] "2002-08-14 00:00:00 XLF 300 @ 19.0576763153076"
## [1] "2002-08-14 00:00:00 XLF 300 @ 19.0576763153076"
## [1] "2002-08-15 00:00:00 XLF -300 @ 19.2932586669922"
## [1] "2002-08-15 00:00:00 XLF -300 @ 19.2932586669922"
## [1] "2002-08-26 00:00:00 XLF 300 @ 19.5125904083252"
## [1] "2002-08-26 00:00:00 XLF 300 @ 19.5125904083252"
## [1] "2002-09-10 00:00:00 XLF -300 @ 18.6596260070801"
## [1] "2002-09-10 00:00:00 XLF -300 @ 18.6596260070801"
## [1] "2002-09-13 00:00:00 XLF 300 @ 18.1722183227539"
## [1] "2002-09-13 00:00:00 XLF 300 @ 18.1722183227539"
## [1] "2002-09-27 00:00:00 XLF -300 @ 16.7749805450439"
## [1] "2002-09-27 00:00:00 XLF -300 @ 16.7749805450439"
## [1] "2002-10-04 00:00:00 XLF 300 @ 15.6864337921143"
## [1] "2002-10-04 00:00:00 XLF 300 @ 15.6864337921143"
## [1] "2002-10-14 00:00:00 XLF -300 @ 16.8643379211426"
## [1] "2002-10-14 00:00:00 XLF -300 @ 16.8643379211426"
## [1] "2002-10-25 00:00:00 XLF 300 @ 18.5215263366699"
## [1] "2002-10-25 00:00:00 XLF 300 @ 18.5215263366699"
## [1] "2002-10-28 00:00:00 XLF -300 @ 18.472785949707"
## [1] "2002-10-28 00:00:00 XLF -300 @ 18.472785949707"
## [1] "2002-11-08 00:00:00 XLF 300 @ 18.0666122436523"
## [1] "2002-11-08 00:00:00 XLF 300 @ 18.0666122436523"
## [1] "2002-11-15 00:00:00 XLF -300 @ 18.6839962005615"
## [1] "2002-11-15 00:00:00 XLF -300 @ 18.6839962005615"
## [1] "2002-11-27 00:00:00 XLF 300 @ 19.1714057922363"
## [1] "2002-11-27 00:00:00 XLF 300 @ 19.1714057922363"
## [1] "2002-12-17 00:00:00 XLF -300 @ 18.6271324157715"
## [1] "2002-12-17 00:00:00 XLF -300 @ 18.6271324157715"
## [1] "2002-12-19 00:00:00 XLF 300 @ 18.1153526306152"
## [1] "2002-12-19 00:00:00 XLF 300 @ 18.1153526306152"
## [1] "2003-01-03 00:00:00 XLF -300 @ 18.5052795410156"
## [1] "2003-01-03 00:00:00 XLF -300 @ 18.5052795410156"
## [1] "2003-01-16 00:00:00 XLF 300 @ 18.8220958709717"
## [1] "2003-01-16 00:00:00 XLF 300 @ 18.8220958709717"
## [1] "2003-02-18 00:00:00 XLF -300 @ 17.2136478424072"
## [1] "2003-02-18 00:00:00 XLF -300 @ 17.2136478424072"
## [1] "2003-02-25 00:00:00 XLF 300 @ 16.9699420928955"
## [1] "2003-02-25 00:00:00 XLF 300 @ 16.9699420928955"
## [1] "2003-03-03 00:00:00 XLF -300 @ 16.9130783081055"
## [1] "2003-03-03 00:00:00 XLF -300 @ 16.9130783081055"
## [1] "2003-03-05 00:00:00 XLF 300 @ 16.9049549102783"
## [1] "2003-03-05 00:00:00 XLF 300 @ 16.9049549102783"
## [1] "2003-03-14 00:00:00 XLF -300 @ 16.7181148529053"
## [1] "2003-03-14 00:00:00 XLF -300 @ 16.7181148529053"
## [1] "2003-03-25 00:00:00 XLF 300 @ 17.4735984802246"
## [1] "2003-03-25 00:00:00 XLF 300 @ 17.4735984802246"
## [1] "2003-04-03 00:00:00 XLF -300 @ 17.6848087310791"
## [1] "2003-04-03 00:00:00 XLF -300 @ 17.6848087310791"
## [1] "2003-04-10 00:00:00 XLF 300 @ 17.8229084014893"
## [1] "2003-04-10 00:00:00 XLF 300 @ 17.8229084014893"
## [1] "2003-04-15 00:00:00 XLF -300 @ 18.4809093475342"
## [1] "2003-04-15 00:00:00 XLF -300 @ 18.4809093475342"
## [1] "2003-04-28 00:00:00 XLF 300 @ 18.9195785522461"
## [1] "2003-04-28 00:00:00 XLF 300 @ 18.9195785522461"
## [1] "2003-05-01 00:00:00 XLF -300 @ 18.9764423370361"
## [1] "2003-05-01 00:00:00 XLF -300 @ 18.9764423370361"
## [1] "2003-05-09 00:00:00 XLF 300 @ 19.1226654052734"
## [1] "2003-05-09 00:00:00 XLF 300 @ 19.1226654052734"
## [1] "2003-05-13 00:00:00 XLF -300 @ 19.2851333618164"
## [1] "2003-05-13 00:00:00 XLF -300 @ 19.2851333618164"
## [1] "2003-05-20 00:00:00 XLF 300 @ 19.0089359283447"
## [1] "2003-05-20 00:00:00 XLF 300 @ 19.0089359283447"
## [1] "2003-05-27 00:00:00 XLF -300 @ 19.5288372039795"
## [1] "2003-05-27 00:00:00 XLF -300 @ 19.5288372039795"
## [1] "2003-06-10 00:00:00 XLF 300 @ 20.3899269104004"
## [1] "2003-06-10 00:00:00 XLF 300 @ 20.3899269104004"
## [1] "2003-06-12 00:00:00 XLF -300 @ 20.6580028533936"
## [1] "2003-06-12 00:00:00 XLF -300 @ 20.6580028533936"
## [1] "2003-06-20 00:00:00 XLF 300 @ 20.3493099212646"
## [1] "2003-06-20 00:00:00 XLF 300 @ 20.3493099212646"
## [1] "2003-07-02 00:00:00 XLF -300 @ 20.4305438995361"
## [1] "2003-07-02 00:00:00 XLF -300 @ 20.4305438995361"
## [1] "2003-07-11 00:00:00 XLF 300 @ 20.7717304229736"
## [1] "2003-07-11 00:00:00 XLF 300 @ 20.7717304229736"
## [1] "2003-07-15 00:00:00 XLF -300 @ 21.0479297637939"
## [1] "2003-07-15 00:00:00 XLF -300 @ 21.0479297637939"
## [1] "2003-07-18 00:00:00 XLF 300 @ 20.8448429107666"
## [1] "2003-07-18 00:00:00 XLF 300 @ 20.8448429107666"
## [1] "2003-07-28 00:00:00 XLF -300 @ 21.0560512542725"
## [1] "2003-07-28 00:00:00 XLF -300 @ 21.0560512542725"
## [1] "2003-08-01 00:00:00 XLF 300 @ 20.4061737060547"
## [1] "2003-08-01 00:00:00 XLF 300 @ 20.4061737060547"
## [1] "2003-08-11 00:00:00 XLF -300 @ 20.5280265808105"
## [1] "2003-08-11 00:00:00 XLF -300 @ 20.5280265808105"
## [1] "2003-08-21 00:00:00 XLF 300 @ 20.7473602294922"
## [1] "2003-08-21 00:00:00 XLF 300 @ 20.7473602294922"
## [1] "2003-09-02 00:00:00 XLF -300 @ 20.9342002868652"
## [1] "2003-09-02 00:00:00 XLF -300 @ 20.9342002868652"
## [1] "2003-09-11 00:00:00 XLF 300 @ 20.6336307525635"
## [1] "2003-09-11 00:00:00 XLF 300 @ 20.6336307525635"
## [1] "2003-09-17 00:00:00 XLF -300 @ 20.9423236846924"
## [1] "2003-09-17 00:00:00 XLF -300 @ 20.9423236846924"
## [1] "2003-09-23 00:00:00 XLF 300 @ 21.1372871398926"
## [1] "2003-09-23 00:00:00 XLF 300 @ 21.1372871398926"
## [1] "2003-10-02 00:00:00 XLF -300 @ 21.2022743225098"
## [1] "2003-10-02 00:00:00 XLF -300 @ 21.2022743225098"
## [1] "2003-10-20 00:00:00 XLF 300 @ 21.8684005737305"
## [1] "2003-10-20 00:00:00 XLF 300 @ 21.8684005737305"
## [1] "2003-10-29 00:00:00 XLF -300 @ 21.9821281433105"
## [1] "2003-10-29 00:00:00 XLF -300 @ 21.9821281433105"
## [1] "2003-11-10 00:00:00 XLF 300 @ 22.0389938354492"
## [1] "2003-11-10 00:00:00 XLF 300 @ 22.0389938354492"
## [1] "2003-11-13 00:00:00 XLF -300 @ 22.063362121582"
## [1] "2003-11-13 00:00:00 XLF -300 @ 22.063362121582"
## [1] "2003-11-17 00:00:00 XLF 300 @ 21.7221775054932"
## [1] "2003-11-17 00:00:00 XLF 300 @ 21.7221775054932"
## [1] "2003-11-25 00:00:00 XLF -300 @ 21.8927707672119"
## [1] "2003-11-25 00:00:00 XLF -300 @ 21.8927707672119"
## [1] "2003-12-08 00:00:00 XLF 300 @ 22.2177085876465"
## [1] "2003-12-08 00:00:00 XLF 300 @ 22.2177085876465"
## [1] "2003-12-15 00:00:00 XLF -300 @ 22.1608448028564"
## [1] "2003-12-15 00:00:00 XLF -300 @ 22.1608448028564"
## [1] "2004-01-29 00:00:00 XLF 300 @ 23.5824527740479"
## [1] "2004-01-29 00:00:00 XLF 300 @ 23.5824527740479"
## [1] "2004-02-03 00:00:00 XLF -300 @ 23.7611694335938"
## [1] "2004-02-03 00:00:00 XLF -300 @ 23.7611694335938"
## [1] "2004-02-05 00:00:00 XLF 300 @ 23.5580825805664"
## [1] "2004-02-05 00:00:00 XLF 300 @ 23.5580825805664"
## [1] "2004-02-09 00:00:00 XLF -300 @ 23.8586521148682"
## [1] "2004-02-09 00:00:00 XLF -300 @ 23.8586521148682"
## [1] "2004-02-23 00:00:00 XLF 300 @ 24.1835918426514"
## [1] "2004-02-23 00:00:00 XLF 300 @ 24.1835918426514"
## [1] "2004-02-27 00:00:00 XLF -300 @ 24.27294921875"
## [1] "2004-02-27 00:00:00 XLF -300 @ 24.27294921875"
## [1] "2004-03-10 00:00:00 XLF 300 @ 24.0617370605469"
## [1] "2004-03-10 00:00:00 XLF 300 @ 24.0617370605469"
## [1] "2004-03-18 00:00:00 XLF -300 @ 24.1754665374756"
## [1] "2004-03-18 00:00:00 XLF -300 @ 24.1754665374756"
## [1] "2004-03-22 00:00:00 XLF 300 @ 23.4930953979492"
## [1] "2004-03-22 00:00:00 XLF 300 @ 23.4930953979492"
## [1] "2004-03-30 00:00:00 XLF -300 @ 23.9967517852783"
## [1] "2004-03-30 00:00:00 XLF -300 @ 23.9967517852783"
## [1] "2004-04-08 00:00:00 XLF 300 @ 23.9886264801025"
## [1] "2004-04-08 00:00:00 XLF 300 @ 23.9886264801025"
## [1] "2004-04-13 00:00:00 XLF -300 @ 23.6230716705322"
## [1] "2004-04-13 00:00:00 XLF -300 @ 23.6230716705322"
## [1] "2004-04-14 00:00:00 XLF 300 @ 23.3387489318848"
## [1] "2004-04-14 00:00:00 XLF 300 @ 23.3387489318848"
## [1] "2004-04-23 00:00:00 XLF -300 @ 23.2493915557861"
## [1] "2004-04-23 00:00:00 XLF -300 @ 23.2493915557861"
## [1] "2004-04-29 00:00:00 XLF 300 @ 22.85133934021"
## [1] "2004-04-29 00:00:00 XLF 300 @ 22.85133934021"
## [1] "2004-05-04 00:00:00 XLF -300 @ 23.0706748962402"
## [1] "2004-05-04 00:00:00 XLF -300 @ 23.0706748962402"
## [1] "2004-05-07 00:00:00 XLF 300 @ 22.3070678710938"
## [1] "2004-05-07 00:00:00 XLF 300 @ 22.3070678710938"
## [1] "2004-05-13 00:00:00 XLF -300 @ 22.5264015197754"
## [1] "2004-05-13 00:00:00 XLF -300 @ 22.5264015197754"
## [1] "2004-05-18 00:00:00 XLF 300 @ 22.4289207458496"
## [1] "2004-05-18 00:00:00 XLF 300 @ 22.4289207458496"
## [1] "2004-05-21 00:00:00 XLF -300 @ 22.6644992828369"
## [1] "2004-05-21 00:00:00 XLF -300 @ 22.6644992828369"
## [1] "2004-06-04 00:00:00 XLF 300 @ 23.2656383514404"
## [1] "2004-06-04 00:00:00 XLF 300 @ 23.2656383514404"
## [1] "2004-06-08 00:00:00 XLF -300 @ 23.5662059783936"
## [1] "2004-06-08 00:00:00 XLF -300 @ 23.5662059783936"
## [1] "2004-06-10 00:00:00 XLF 300 @ 23.4362316131592"
## [1] "2004-06-10 00:00:00 XLF 300 @ 23.4362316131592"
## [1] "2004-06-24 00:00:00 XLF -300 @ 23.3143787384033"
## [1] "2004-06-24 00:00:00 XLF -300 @ 23.3143787384033"
## [1] "2004-06-30 00:00:00 XLF 300 @ 23.2168960571289"
## [1] "2004-06-30 00:00:00 XLF 300 @ 23.2168960571289"
## [1] "2004-07-14 00:00:00 XLF -300 @ 22.7619819641113"
## [1] "2004-07-14 00:00:00 XLF -300 @ 22.7619819641113"
## [1] "2004-07-15 00:00:00 XLF 300 @ 22.5507717132568"
## [1] "2004-07-15 00:00:00 XLF 300 @ 22.5507717132568"
## [1] "2004-07-21 00:00:00 XLF -300 @ 22.4776592254639"
## [1] "2004-07-21 00:00:00 XLF -300 @ 22.4776592254639"
## [1] "2004-07-22 00:00:00 XLF 300 @ 22.5020313262939"
## [1] "2004-07-22 00:00:00 XLF 300 @ 22.5020313262939"
## [1] "2004-07-28 00:00:00 XLF -300 @ 22.6563777923584"
## [1] "2004-07-28 00:00:00 XLF -300 @ 22.6563777923584"
## [1] "2004-08-06 00:00:00 XLF 300 @ 22.2095851898193"
## [1] "2004-08-06 00:00:00 XLF 300 @ 22.2095851898193"
## [1] "2004-08-11 00:00:00 XLF -300 @ 22.558895111084"
## [1] "2004-08-11 00:00:00 XLF -300 @ 22.558895111084"
## [1] "2004-08-13 00:00:00 XLF 300 @ 22.3476848602295"
## [1] "2004-08-13 00:00:00 XLF 300 @ 22.3476848602295"
## [1] "2004-08-17 00:00:00 XLF -300 @ 22.8188457489014"
## [1] "2004-08-17 00:00:00 XLF -300 @ 22.8188457489014"
## [1] "2004-08-31 00:00:00 XLF 300 @ 23.4606018066406"
## [1] "2004-08-31 00:00:00 XLF 300 @ 23.4606018066406"
## [1] "2004-09-03 00:00:00 XLF -300 @ 23.6230716705322"
## [1] "2004-09-03 00:00:00 XLF -300 @ 23.6230716705322"
## [1] "2004-09-16 00:00:00 XLF 300 @ 23.8180332183838"
## [1] "2004-09-16 00:00:00 XLF 300 @ 23.8180332183838"
## [1] "2004-09-17 00:00:00 XLF -300 @ 23.7449226379395"
## [1] "2004-09-17 00:00:00 XLF -300 @ 23.7449226379395"
## [1] "2004-09-21 00:00:00 XLF 300 @ 23.6961822509766"
## [1] "2004-09-21 00:00:00 XLF 300 @ 23.6961822509766"
## [1] "2004-09-30 00:00:00 XLF -300 @ 23.1194152832031"
## [1] "2004-09-30 00:00:00 XLF -300 @ 23.1194152832031"
## [1] "2004-10-14 00:00:00 XLF 300 @ 22.7619819641113"
## [1] "2004-10-14 00:00:00 XLF 300 @ 22.7619819641113"
## [1] "2004-10-27 00:00:00 XLF -300 @ 23.0869216918945"
## [1] "2004-10-27 00:00:00 XLF -300 @ 23.0869216918945"
## [1] "2004-11-22 00:00:00 XLF 300 @ 23.9317626953125"
## [1] "2004-11-22 00:00:00 XLF 300 @ 23.9317626953125"
## [1] "2004-11-26 00:00:00 XLF -300 @ 24.1023559570312"
## [1] "2004-11-26 00:00:00 XLF -300 @ 24.1023559570312"
## [1] "2004-11-30 00:00:00 XLF 300 @ 23.9642562866211"
## [1] "2004-11-30 00:00:00 XLF 300 @ 23.9642562866211"
## [1] "2004-12-02 00:00:00 XLF -300 @ 24.3948001861572"
## [1] "2004-12-02 00:00:00 XLF -300 @ 24.3948001861572"
## [1] "2004-12-08 00:00:00 XLF 300 @ 24.2323303222656"
## [1] "2004-12-08 00:00:00 XLF 300 @ 24.2323303222656"
## [1] "2004-12-10 00:00:00 XLF -300 @ 24.4029235839844"
## [1] "2004-12-10 00:00:00 XLF -300 @ 24.4029235839844"
## [1] "2004-12-20 00:00:00 XLF 300 @ 24.3379364013672"
## [1] "2004-12-20 00:00:00 XLF 300 @ 24.3379364013672"
## [1] "2004-12-22 00:00:00 XLF -300 @ 24.7928504943848"
## [1] "2004-12-22 00:00:00 XLF -300 @ 24.7928504943848"
## [1] "2005-01-04 00:00:00 XLF 300 @ 24.4760360717773"
## [1] "2005-01-04 00:00:00 XLF 300 @ 24.4760360717773"
## [1] "2005-01-19 00:00:00 XLF -300 @ 24.2973194122314"
## [1] "2005-01-19 00:00:00 XLF -300 @ 24.2973194122314"
## [1] "2005-01-21 00:00:00 XLF 300 @ 23.9967517852783"
## [1] "2005-01-21 00:00:00 XLF 300 @ 23.9967517852783"
## [1] "2005-01-27 00:00:00 XLF -300 @ 24.0129985809326"
## [1] "2005-01-27 00:00:00 XLF -300 @ 24.0129985809326"
## [1] "2005-01-31 00:00:00 XLF 300 @ 24.2648258209229"
## [1] "2005-01-31 00:00:00 XLF 300 @ 24.2648258209229"
## [1] "2005-02-01 00:00:00 XLF -300 @ 24.5247764587402"
## [1] "2005-02-01 00:00:00 XLF -300 @ 24.5247764587402"
## [1] "2005-02-10 00:00:00 XLF 300 @ 24.6385059356689"
## [1] "2005-02-10 00:00:00 XLF 300 @ 24.6385059356689"
## [1] "2005-02-14 00:00:00 XLF -300 @ 24.7928504943848"
## [1] "2005-02-14 00:00:00 XLF -300 @ 24.7928504943848"
## [1] "2005-02-17 00:00:00 XLF 300 @ 24.459789276123"
## [1] "2005-02-17 00:00:00 XLF 300 @ 24.459789276123"
## [1] "2005-02-28 00:00:00 XLF -300 @ 24.1023559570312"
## [1] "2005-02-28 00:00:00 XLF -300 @ 24.1023559570312"
## [1] "2005-03-10 00:00:00 XLF 300 @ 24.32981300354"
## [1] "2005-03-10 00:00:00 XLF 300 @ 24.32981300354"
## [1] "2005-03-31 00:00:00 XLF -300 @ 23.0625514984131"
## [1] "2005-03-31 00:00:00 XLF -300 @ 23.0625514984131"
## [1] "2005-04-04 00:00:00 XLF 300 @ 22.9082050323486"
## [1] "2005-04-04 00:00:00 XLF 300 @ 22.9082050323486"
## [1] "2005-04-07 00:00:00 XLF -300 @ 23.2168960571289"
## [1] "2005-04-07 00:00:00 XLF -300 @ 23.2168960571289"
## [1] "2005-04-15 00:00:00 XLF 300 @ 22.5264015197754"
## [1] "2005-04-15 00:00:00 XLF 300 @ 22.5264015197754"
## [1] "2005-04-26 00:00:00 XLF -300 @ 22.688871383667"
## [1] "2005-04-26 00:00:00 XLF -300 @ 22.688871383667"
## [1] "2005-05-11 00:00:00 XLF 300 @ 23.3549957275391"
## [1] "2005-05-11 00:00:00 XLF 300 @ 23.3549957275391"
## [1] "2005-05-17 00:00:00 XLF -300 @ 23.4849720001221"
## [1] "2005-05-17 00:00:00 XLF -300 @ 23.4849720001221"
## [1] "2005-05-26 00:00:00 XLF 300 @ 23.7855396270752"
## [1] "2005-05-26 00:00:00 XLF 300 @ 23.7855396270752"
## [1] "2005-05-27 00:00:00 XLF -300 @ 23.8261585235596"
## [1] "2005-05-27 00:00:00 XLF -300 @ 23.8261585235596"
## [1] "2005-06-06 00:00:00 XLF 300 @ 23.8424053192139"
## [1] "2005-06-06 00:00:00 XLF 300 @ 23.8424053192139"
## [1] "2005-06-10 00:00:00 XLF -300 @ 23.8424053192139"
## [1] "2005-06-10 00:00:00 XLF -300 @ 23.8424053192139"
## [1] "2005-06-24 00:00:00 XLF 300 @ 23.8099117279053"
## [1] "2005-06-24 00:00:00 XLF 300 @ 23.8099117279053"
## [1] "2005-06-29 00:00:00 XLF -300 @ 24.0942325592041"
## [1] "2005-06-29 00:00:00 XLF -300 @ 24.0942325592041"
## [1] "2005-07-19 00:00:00 XLF 300 @ 24.4029235839844"
## [1] "2005-07-19 00:00:00 XLF 300 @ 24.4029235839844"
## [1] "2005-07-29 00:00:00 XLF -300 @ 24.3135662078857"
## [1] "2005-07-29 00:00:00 XLF -300 @ 24.3135662078857"
## [1] "2005-08-01 00:00:00 XLF 300 @ 24.3135662078857"
## [1] "2005-08-01 00:00:00 XLF 300 @ 24.3135662078857"
## [1] "2005-08-03 00:00:00 XLF -300 @ 24.5247764587402"
## [1] "2005-08-03 00:00:00 XLF -300 @ 24.5247764587402"
## [1] "2005-08-05 00:00:00 XLF 300 @ 24.0779857635498"
## [1] "2005-08-05 00:00:00 XLF 300 @ 24.0779857635498"
## [1] "2005-08-12 00:00:00 XLF -300 @ 24.1348495483398"
## [1] "2005-08-12 00:00:00 XLF -300 @ 24.1348495483398"
## [1] "2005-08-17 00:00:00 XLF 300 @ 24.142972946167"
## [1] "2005-08-17 00:00:00 XLF 300 @ 24.142972946167"
## [1] "2005-08-23 00:00:00 XLF -300 @ 24.0779857635498"
## [1] "2005-08-23 00:00:00 XLF -300 @ 24.0779857635498"
## [1] "2005-08-24 00:00:00 XLF 300 @ 23.8017864227295"
## [1] "2005-08-24 00:00:00 XLF 300 @ 23.8017864227295"
## [1] "2005-09-02 00:00:00 XLF -300 @ 23.9561328887939"
## [1] "2005-09-02 00:00:00 XLF -300 @ 23.9561328887939"
## [1] "2005-09-15 00:00:00 XLF 300 @ 24.1267261505127"
## [1] "2005-09-15 00:00:00 XLF 300 @ 24.1267261505127"
## [1] "2005-09-19 00:00:00 XLF -300 @ 24.1104793548584"
## [1] "2005-09-19 00:00:00 XLF -300 @ 24.1104793548584"
## [1] "2005-09-21 00:00:00 XLF 300 @ 23.5824527740479"
## [1] "2005-09-21 00:00:00 XLF 300 @ 23.5824527740479"
## [1] "2005-09-30 00:00:00 XLF -300 @ 23.9805030822754"
## [1] "2005-09-30 00:00:00 XLF -300 @ 23.9805030822754"
## [1] "2005-10-05 00:00:00 XLF 300 @ 23.5255889892578"
## [1] "2005-10-05 00:00:00 XLF 300 @ 23.5255889892578"
## [1] "2005-10-17 00:00:00 XLF -300 @ 23.6393184661865"
## [1] "2005-10-17 00:00:00 XLF -300 @ 23.6393184661865"
## [1] "2005-11-16 00:00:00 XLF 300 @ 25.3208770751953"
## [1] "2005-11-16 00:00:00 XLF 300 @ 25.3208770751953"
## [1] "2005-11-18 00:00:00 XLF -300 @ 25.7514228820801"
## [1] "2005-11-18 00:00:00 XLF -300 @ 25.7514228820801"
## [1] "2005-12-01 00:00:00 XLF 300 @ 26.0276203155518"
## [1] "2005-12-01 00:00:00 XLF 300 @ 26.0276203155518"
## [1] "2005-12-12 00:00:00 XLF -300 @ 25.8001613616943"
## [1] "2005-12-12 00:00:00 XLF -300 @ 25.8001613616943"
## [1] "2005-12-19 00:00:00 XLF 300 @ 25.7514228820801"
## [1] "2005-12-19 00:00:00 XLF 300 @ 25.7514228820801"
## [1] "2005-12-23 00:00:00 XLF -300 @ 26.149471282959"
## [1] "2005-12-23 00:00:00 XLF -300 @ 26.149471282959"
## [1] "2005-12-28 00:00:00 XLF 300 @ 25.8895206451416"
## [1] "2005-12-28 00:00:00 XLF 300 @ 25.8895206451416"
## [1] "2006-01-04 00:00:00 XLF -300 @ 26.1332244873047"
## [1] "2006-01-04 00:00:00 XLF -300 @ 26.1332244873047"
## [1] "2006-01-18 00:00:00 XLF 300 @ 26.0682373046875"
## [1] "2006-01-18 00:00:00 XLF 300 @ 26.0682373046875"
## [1] "2006-01-27 00:00:00 XLF -300 @ 26.1332244873047"
## [1] "2006-01-27 00:00:00 XLF -300 @ 26.1332244873047"
## [1] "2006-02-02 00:00:00 XLF 300 @ 25.7595443725586"
## [1] "2006-02-02 00:00:00 XLF 300 @ 25.7595443725586"
## [1] "2006-02-10 00:00:00 XLF -300 @ 25.9301376342773"
## [1] "2006-02-10 00:00:00 XLF -300 @ 25.9301376342773"
## [1] "2006-03-01 00:00:00 XLF 300 @ 26.6450042724609"
## [1] "2006-03-01 00:00:00 XLF 300 @ 26.6450042724609"
## [1] "2006-03-13 00:00:00 XLF -300 @ 26.5231513977051"
## [1] "2006-03-13 00:00:00 XLF -300 @ 26.5231513977051"
## [1] "2006-03-22 00:00:00 XLF 300 @ 26.8480911254883"
## [1] "2006-03-22 00:00:00 XLF 300 @ 26.8480911254883"
## [1] "2006-04-05 00:00:00 XLF -300 @ 26.8155975341797"
## [1] "2006-04-05 00:00:00 XLF -300 @ 26.8155975341797"
## [1] "2006-04-10 00:00:00 XLF 300 @ 26.5150279998779"
## [1] "2006-04-10 00:00:00 XLF 300 @ 26.5150279998779"
## [1] "2006-04-19 00:00:00 XLF -300 @ 26.8805847167969"
## [1] "2006-04-19 00:00:00 XLF -300 @ 26.8805847167969"
## [1] "2006-04-26 00:00:00 XLF 300 @ 26.9049549102783"
## [1] "2006-04-26 00:00:00 XLF 300 @ 26.9049549102783"
## [1] "2006-04-28 00:00:00 XLF -300 @ 27.5873260498047"
## [1] "2006-04-28 00:00:00 XLF -300 @ 27.5873260498047"
## [1] "2006-05-12 00:00:00 XLF 300 @ 26.9699420928955"
## [1] "2006-05-12 00:00:00 XLF 300 @ 26.9699420928955"
## [1] "2006-05-26 00:00:00 XLF -300 @ 26.7587337493896"
## [1] "2006-05-26 00:00:00 XLF -300 @ 26.7587337493896"
## [1] "2006-05-31 00:00:00 XLF 300 @ 26.5475215911865"
## [1] "2006-05-31 00:00:00 XLF 300 @ 26.5475215911865"
## [1] "2006-06-02 00:00:00 XLF -300 @ 27.0105609893799"
## [1] "2006-06-02 00:00:00 XLF -300 @ 27.0105609893799"
## [1] "2006-06-06 00:00:00 XLF 300 @ 26.5069046020508"
## [1] "2006-06-06 00:00:00 XLF 300 @ 26.5069046020508"
## [1] "2006-06-22 00:00:00 XLF -300 @ 25.857027053833"
## [1] "2006-06-22 00:00:00 XLF -300 @ 25.857027053833"
## [1] "2006-06-26 00:00:00 XLF 300 @ 25.913890838623"
## [1] "2006-06-26 00:00:00 XLF 300 @ 25.913890838623"
## [1] "2006-06-30 00:00:00 XLF -300 @ 26.2713241577148"
## [1] "2006-06-30 00:00:00 XLF -300 @ 26.2713241577148"
## [1] "2006-07-13 00:00:00 XLF 300 @ 25.7920398712158"
## [1] "2006-07-13 00:00:00 XLF 300 @ 25.7920398712158"
## [1] "2006-07-20 00:00:00 XLF -300 @ 26.3688068389893"
## [1] "2006-07-20 00:00:00 XLF -300 @ 26.3688068389893"
## [1] "2006-07-28 00:00:00 XLF 300 @ 26.9130783081055"
## [1] "2006-07-28 00:00:00 XLF 300 @ 26.9130783081055"
## [1] "2006-07-31 00:00:00 XLF -300 @ 26.8724613189697"
## [1] "2006-07-31 00:00:00 XLF -300 @ 26.8724613189697"
## [1] "2006-08-09 00:00:00 XLF 300 @ 26.4419174194336"
## [1] "2006-08-09 00:00:00 XLF 300 @ 26.4419174194336"
## [1] "2006-08-16 00:00:00 XLF -300 @ 27.1161651611328"
## [1] "2006-08-16 00:00:00 XLF -300 @ 27.1161651611328"
## [1] "2006-08-24 00:00:00 XLF 300 @ 27.1405353546143"
## [1] "2006-08-24 00:00:00 XLF 300 @ 27.1405353546143"
## [1] "2006-08-29 00:00:00 XLF -300 @ 27.0755481719971"
## [1] "2006-08-29 00:00:00 XLF -300 @ 27.0755481719971"
## [1] "2006-09-08 00:00:00 XLF 300 @ 27.1811542510986"
## [1] "2006-09-08 00:00:00 XLF 300 @ 27.1811542510986"
## [1] "2006-09-13 00:00:00 XLF -300 @ 27.7497978210449"
## [1] "2006-09-13 00:00:00 XLF -300 @ 27.7497978210449"
## [1] "2006-10-03 00:00:00 XLF 300 @ 28.3346862792969"
## [1] "2006-10-03 00:00:00 XLF 300 @ 28.3346862792969"
## [1] "2006-10-04 00:00:00 XLF -300 @ 28.6758728027344"
## [1] "2006-10-04 00:00:00 XLF -300 @ 28.6758728027344"
## [1] "2006-10-12 00:00:00 XLF 300 @ 28.7246131896973"
## [1] "2006-10-12 00:00:00 XLF 300 @ 28.7246131896973"
## [1] "2006-10-13 00:00:00 XLF -300 @ 28.8302192687988"
## [1] "2006-10-13 00:00:00 XLF -300 @ 28.8302192687988"
## [1] "2006-10-20 00:00:00 XLF 300 @ 28.5377731323242"
## [1] "2006-10-20 00:00:00 XLF 300 @ 28.5377731323242"
## [1] "2006-10-24 00:00:00 XLF -300 @ 28.7164916992188"
## [1] "2006-10-24 00:00:00 XLF -300 @ 28.7164916992188"
## [1] "2006-11-01 00:00:00 XLF 300 @ 28.60276222229"
## [1] "2006-11-01 00:00:00 XLF 300 @ 28.60276222229"
## [1] "2006-11-07 00:00:00 XLF -300 @ 28.9195785522461"
## [1] "2006-11-07 00:00:00 XLF -300 @ 28.9195785522461"
## [1] "2006-11-27 00:00:00 XLF 300 @ 28.8139724731445"
## [1] "2006-11-27 00:00:00 XLF 300 @ 28.8139724731445"
## [1] "2006-12-05 00:00:00 XLF -300 @ 29.3582458496094"
## [1] "2006-12-05 00:00:00 XLF -300 @ 29.3582458496094"
## [1] "2006-12-26 00:00:00 XLF 300 @ 29.94313621521"
## [1] "2006-12-26 00:00:00 XLF 300 @ 29.94313621521"
## [1] "2006-12-27 00:00:00 XLF -300 @ 30.1543464660645"
## [1] "2006-12-27 00:00:00 XLF -300 @ 30.1543464660645"
## [1] "2007-01-03 00:00:00 XLF 300 @ 29.9918766021729"
## [1] "2007-01-03 00:00:00 XLF 300 @ 29.9918766021729"
## [1] "2007-01-12 00:00:00 XLF -300 @ 30.05686378479"
## [1] "2007-01-12 00:00:00 XLF -300 @ 30.05686378479"
## [1] "2007-01-19 00:00:00 XLF 300 @ 30.0243701934814"
## [1] "2007-01-19 00:00:00 XLF 300 @ 30.0243701934814"
## [1] "2007-01-25 00:00:00 XLF -300 @ 29.8537769317627"
## [1] "2007-01-25 00:00:00 XLF -300 @ 29.8537769317627"
## [1] "2007-01-26 00:00:00 XLF 300 @ 29.9106426239014"
## [1] "2007-01-26 00:00:00 XLF 300 @ 29.9106426239014"
## [1] "2007-02-01 00:00:00 XLF -300 @ 30.3168163299561"
## [1] "2007-02-01 00:00:00 XLF -300 @ 30.3168163299561"
## [1] "2007-02-12 00:00:00 XLF 300 @ 30.1218528747559"
## [1] "2007-02-12 00:00:00 XLF 300 @ 30.1218528747559"
## [1] "2007-02-15 00:00:00 XLF -300 @ 30.6823711395264"
## [1] "2007-02-15 00:00:00 XLF -300 @ 30.6823711395264"
## [1] "2007-02-23 00:00:00 XLF 300 @ 30.3005695343018"
## [1] "2007-02-23 00:00:00 XLF 300 @ 30.3005695343018"
## [1] "2007-03-09 00:00:00 XLF -300 @ 29.1389102935791"
## [1] "2007-03-09 00:00:00 XLF -300 @ 29.1389102935791"
## [1] "2007-03-14 00:00:00 XLF 300 @ 28.3346862792969"
## [1] "2007-03-14 00:00:00 XLF 300 @ 28.3346862792969"
## [1] "2007-03-21 00:00:00 XLF -300 @ 29.5532093048096"
## [1] "2007-03-21 00:00:00 XLF -300 @ 29.5532093048096"
## [1] "2007-03-28 00:00:00 XLF 300 @ 28.7164916992188"
## [1] "2007-03-28 00:00:00 XLF 300 @ 28.7164916992188"
## [1] "2007-04-04 00:00:00 XLF -300 @ 29.0333061218262"
## [1] "2007-04-04 00:00:00 XLF -300 @ 29.0333061218262"
## [1] "2007-04-12 00:00:00 XLF 300 @ 28.8789596557617"
## [1] "2007-04-12 00:00:00 XLF 300 @ 28.8789596557617"
## [1] "2007-04-17 00:00:00 XLF -300 @ 29.6994304656982"
## [1] "2007-04-17 00:00:00 XLF -300 @ 29.6994304656982"
## [1] "2007-05-01 00:00:00 XLF 300 @ 30.1218528747559"
## [1] "2007-05-01 00:00:00 XLF 300 @ 30.1218528747559"
## [1] "2007-05-03 00:00:00 XLF -300 @ 30.5361480712891"
## [1] "2007-05-03 00:00:00 XLF -300 @ 30.5361480712891"
## [1] "2007-05-11 00:00:00 XLF 300 @ 30.6661243438721"
## [1] "2007-05-11 00:00:00 XLF 300 @ 30.6661243438721"
## [1] "2007-05-17 00:00:00 XLF -300 @ 30.6417541503906"
## [1] "2007-05-17 00:00:00 XLF -300 @ 30.6417541503906"
## [1] "2007-05-25 00:00:00 XLF 300 @ 30.5361480712891"
## [1] "2007-05-25 00:00:00 XLF 300 @ 30.5361480712891"
## [1] "2007-05-31 00:00:00 XLF -300 @ 30.7879772186279"
## [1] "2007-05-31 00:00:00 XLF -300 @ 30.7879772186279"
## [1] "2007-06-06 00:00:00 XLF 300 @ 30.3980503082275"
## [1] "2007-06-06 00:00:00 XLF 300 @ 30.3980503082275"
## [1] "2007-06-14 00:00:00 XLF -300 @ 30.479284286499"
## [1] "2007-06-14 00:00:00 XLF -300 @ 30.479284286499"
## [1] "2007-06-21 00:00:00 XLF 300 @ 30.05686378479"
## [1] "2007-06-21 00:00:00 XLF 300 @ 30.05686378479"
## [1] "2007-07-03 00:00:00 XLF -300 @ 29.9025173187256"
## [1] "2007-07-03 00:00:00 XLF -300 @ 29.9025173187256"
## [1] "2007-07-11 00:00:00 XLF 300 @ 29.1470355987549"
## [1] "2007-07-11 00:00:00 XLF 300 @ 29.1470355987549"
## [1] "2007-07-13 00:00:00 XLF -300 @ 29.7969131469727"
## [1] "2007-07-13 00:00:00 XLF -300 @ 29.7969131469727"
## [1] "2007-07-19 00:00:00 XLF 300 @ 29.3095035552979"
## [1] "2007-07-19 00:00:00 XLF 300 @ 29.3095035552979"
## [1] "2007-08-08 00:00:00 XLF -300 @ 28.2290821075439"
## [1] "2007-08-08 00:00:00 XLF -300 @ 28.2290821075439"
## [1] "2007-08-13 00:00:00 XLF 300 @ 26.8480911254883"
## [1] "2007-08-13 00:00:00 XLF 300 @ 26.8480911254883"
## [1] "2007-08-17 00:00:00 XLF -300 @ 28.0259952545166"
## [1] "2007-08-17 00:00:00 XLF -300 @ 28.0259952545166"
## [1] "2007-08-28 00:00:00 XLF 300 @ 26.9049549102783"
## [1] "2007-08-28 00:00:00 XLF 300 @ 26.9049549102783"
## [1] "2007-09-05 00:00:00 XLF -300 @ 27.2948818206787"
## [1] "2007-09-05 00:00:00 XLF -300 @ 27.2948818206787"
## [1] "2007-09-07 00:00:00 XLF 300 @ 26.8155975341797"
## [1] "2007-09-07 00:00:00 XLF 300 @ 26.8155975341797"
## [1] "2007-09-13 00:00:00 XLF -300 @ 27.5060920715332"
## [1] "2007-09-13 00:00:00 XLF -300 @ 27.5060920715332"
## [1] "2007-09-25 00:00:00 XLF 300 @ 27.6604385375977"
## [1] "2007-09-25 00:00:00 XLF 300 @ 27.6604385375977"
## [1] "2007-09-28 00:00:00 XLF -300 @ 27.8797721862793"
## [1] "2007-09-28 00:00:00 XLF -300 @ 27.8797721862793"
## [1] "2007-10-12 00:00:00 XLF 300 @ 28.8708362579346"
## [1] "2007-10-12 00:00:00 XLF 300 @ 28.8708362579346"
## [1] "2007-10-29 00:00:00 XLF -300 @ 27.4573516845703"
## [1] "2007-10-29 00:00:00 XLF -300 @ 27.4573516845703"
## [1] "2007-11-02 00:00:00 XLF 300 @ 25.8651504516602"
## [1] "2007-11-02 00:00:00 XLF 300 @ 25.8651504516602"
## [1] "2007-11-14 00:00:00 XLF -300 @ 25.6295680999756"
## [1] "2007-11-14 00:00:00 XLF -300 @ 25.6295680999756"
## [1] "2007-11-16 00:00:00 XLF 300 @ 24.7847270965576"
## [1] "2007-11-16 00:00:00 XLF 300 @ 24.7847270965576"
## [1] "2007-11-29 00:00:00 XLF -300 @ 24.5735168457031"
## [1] "2007-11-29 00:00:00 XLF -300 @ 24.5735168457031"
## [1] "2007-12-05 00:00:00 XLF 300 @ 24.882209777832"
## [1] "2007-12-05 00:00:00 XLF 300 @ 24.882209777832"
## [1] "2007-12-07 00:00:00 XLF -300 @ 25.3452472686768"
## [1] "2007-12-07 00:00:00 XLF -300 @ 25.3452472686768"
## [1] "2007-12-12 00:00:00 XLF 300 @ 24.3866767883301"
## [1] "2007-12-12 00:00:00 XLF 300 @ 24.3866767883301"
## [1] "2007-12-26 00:00:00 XLF -300 @ 24.0536155700684"
## [1] "2007-12-26 00:00:00 XLF -300 @ 24.0536155700684"
## [1] "2007-12-28 00:00:00 XLF 300 @ 23.5093421936035"
## [1] "2007-12-28 00:00:00 XLF 300 @ 23.5093421936035"
## [1] "2008-01-14 00:00:00 XLF -300 @ 22.6482524871826"
## [1] "2008-01-14 00:00:00 XLF -300 @ 22.6482524871826"
## [1] "2008-01-16 00:00:00 XLF 300 @ 22.079610824585"
## [1] "2008-01-16 00:00:00 XLF 300 @ 22.079610824585"
## [1] "2008-01-24 00:00:00 XLF -300 @ 22.6726245880127"
## [1] "2008-01-24 00:00:00 XLF -300 @ 22.6726245880127"
## [1] "2008-02-06 00:00:00 XLF 300 @ 22.2014617919922"
## [1] "2008-02-06 00:00:00 XLF 300 @ 22.2014617919922"
## [1] "2008-02-21 00:00:00 XLF -300 @ 21.6246948242188"
## [1] "2008-02-21 00:00:00 XLF -300 @ 21.6246948242188"
## [1] "2008-02-22 00:00:00 XLF 300 @ 22.0958576202393"
## [1] "2008-02-22 00:00:00 XLF 300 @ 22.0958576202393"
## [1] "2008-02-25 00:00:00 XLF -300 @ 22.0958576202393"
## [1] "2008-02-25 00:00:00 XLF -300 @ 22.0958576202393"
## [1] "2008-02-29 00:00:00 XLF 300 @ 20.9829406738281"
## [1] "2008-02-29 00:00:00 XLF 300 @ 20.9829406738281"
## [1] "2008-03-12 00:00:00 XLF -300 @ 20.1137294769287"
## [1] "2008-03-12 00:00:00 XLF -300 @ 20.1137294769287"
## [1] "2008-03-17 00:00:00 XLF 300 @ 19.0495529174805"
## [1] "2008-03-17 00:00:00 XLF 300 @ 19.0495529174805"
## [1] "2008-03-19 00:00:00 XLF -300 @ 20.1056041717529"
## [1] "2008-03-19 00:00:00 XLF -300 @ 20.1056041717529"
## [1] "2008-03-27 00:00:00 XLF 300 @ 20.4874095916748"
## [1] "2008-03-27 00:00:00 XLF 300 @ 20.4874095916748"
## [1] "2008-04-02 00:00:00 XLF -300 @ 21.6084480285645"
## [1] "2008-04-02 00:00:00 XLF -300 @ 21.6084480285645"
## [1] "2008-04-09 00:00:00 XLF 300 @ 20.9423236846924"
## [1] "2008-04-09 00:00:00 XLF 300 @ 20.9423236846924"
## [1] "2008-04-17 00:00:00 XLF -300 @ 21.0398044586182"
## [1] "2008-04-17 00:00:00 XLF -300 @ 21.0398044586182"
## [1] "2008-04-23 00:00:00 XLF 300 @ 20.739236831665"
## [1] "2008-04-23 00:00:00 XLF 300 @ 20.739236831665"
## [1] "2008-04-25 00:00:00 XLF -300 @ 21.8927707672119"
## [1] "2008-04-25 00:00:00 XLF -300 @ 21.8927707672119"
## [1] "2008-05-08 00:00:00 XLF 300 @ 21.1129169464111"
## [1] "2008-05-08 00:00:00 XLF 300 @ 21.1129169464111"
## [1] "2008-05-16 00:00:00 XLF -300 @ 21.4378547668457"
## [1] "2008-05-16 00:00:00 XLF -300 @ 21.4378547668457"
## [1] "2008-05-20 00:00:00 XLF 300 @ 20.739236831665"
## [1] "2008-05-20 00:00:00 XLF 300 @ 20.739236831665"
## [1] "2008-05-30 00:00:00 XLF -300 @ 20.1137294769287"
## [1] "2008-05-30 00:00:00 XLF -300 @ 20.1137294769287"
## [1] "2008-06-03 00:00:00 XLF 300 @ 19.7481727600098"
## [1] "2008-06-03 00:00:00 XLF 300 @ 19.7481727600098"
## [1] "2008-06-06 00:00:00 XLF -300 @ 18.9520702362061"
## [1] "2008-06-06 00:00:00 XLF -300 @ 18.9520702362061"
## [1] "2008-06-09 00:00:00 XLF 300 @ 18.6921195983887"
## [1] "2008-06-09 00:00:00 XLF 300 @ 18.6921195983887"
## [1] "2008-06-16 00:00:00 XLF -300 @ 19.1714057922363"
## [1] "2008-06-16 00:00:00 XLF -300 @ 19.1714057922363"
## [1] "2008-06-18 00:00:00 XLF 300 @ 18.3021926879883"
## [1] "2008-06-18 00:00:00 XLF 300 @ 18.3021926879883"
## [1] "2008-07-09 00:00:00 XLF -300 @ 15.72705078125"
## [1] "2008-07-09 00:00:00 XLF -300 @ 15.72705078125"
## [1] "2008-07-11 00:00:00 XLF 300 @ 15.1746549606323"
## [1] "2008-07-11 00:00:00 XLF 300 @ 15.1746549606323"
## [1] "2008-07-17 00:00:00 XLF -300 @ 16.4581642150879"
## [1] "2008-07-17 00:00:00 XLF -300 @ 16.4581642150879"
## [1] "2008-07-25 00:00:00 XLF 300 @ 16.9536952972412"
## [1] "2008-07-25 00:00:00 XLF 300 @ 16.9536952972412"
## [1] "2008-07-30 00:00:00 XLF -300 @ 17.733549118042"
## [1] "2008-07-30 00:00:00 XLF -300 @ 17.733549118042"
## [1] "2008-08-08 00:00:00 XLF 300 @ 17.8229084014893"
## [1] "2008-08-08 00:00:00 XLF 300 @ 17.8229084014893"
## [1] "2008-08-12 00:00:00 XLF -300 @ 17.2055244445801"
## [1] "2008-08-12 00:00:00 XLF -300 @ 17.2055244445801"
## [1] "2008-08-13 00:00:00 XLF 300 @ 16.7099914550781"
## [1] "2008-08-13 00:00:00 XLF 300 @ 16.7099914550781"
## [1] "2008-08-25 00:00:00 XLF -300 @ 16.2550773620605"
## [1] "2008-08-25 00:00:00 XLF -300 @ 16.2550773620605"
## [1] "2008-09-05 00:00:00 XLF 300 @ 17.6604385375977"
## [1] "2008-09-05 00:00:00 XLF 300 @ 17.6604385375977"
## [1] "2008-09-09 00:00:00 XLF -300 @ 17.2461414337158"
## [1] "2008-09-09 00:00:00 XLF -300 @ 17.2461414337158"
## [1] "2008-09-11 00:00:00 XLF 300 @ 17.4248580932617"
## [1] "2008-09-11 00:00:00 XLF 300 @ 17.4248580932617"
## [1] "2008-09-22 00:00:00 XLF -300 @ 16.6937446594238"
## [1] "2008-09-22 00:00:00 XLF -300 @ 16.6937446594238"
## [1] "2008-09-30 00:00:00 XLF 300 @ 16.1575946807861"
## [1] "2008-09-30 00:00:00 XLF 300 @ 16.1575946807861"
## [1] "2008-10-14 00:00:00 XLF -300 @ 14.0779848098755"
## [1] "2008-10-14 00:00:00 XLF -300 @ 14.0779848098755"
## [1] "2008-10-23 00:00:00 XLF 300 @ 11.7709178924561"
## [1] "2008-10-23 00:00:00 XLF 300 @ 11.7709178924561"
## [1] "2008-10-29 00:00:00 XLF -300 @ 11.6246948242188"
## [1] "2008-10-29 00:00:00 XLF -300 @ 11.6246948242188"
## [1] "2008-11-06 00:00:00 XLF 300 @ 11.3403739929199"
## [1] "2008-11-06 00:00:00 XLF 300 @ 11.3403739929199"
## [1] "2008-11-25 00:00:00 XLF -300 @ 9.58570289611816"
## [1] "2008-11-25 00:00:00 XLF -300 @ 9.58570289611816"
## [1] "2008-12-02 00:00:00 XLF 300 @ 9.26888656616211"
## [1] "2008-12-02 00:00:00 XLF 300 @ 9.26888656616211"
## [1] "2008-12-08 00:00:00 XLF -300 @ 11.1047925949097"
## [1] "2008-12-08 00:00:00 XLF -300 @ 11.1047925949097"
## [1] "2008-12-12 00:00:00 XLF 300 @ 9.8537769317627"
## [1] "2008-12-12 00:00:00 XLF 300 @ 9.8537769317627"
## [1] "2008-12-17 00:00:00 XLF -300 @ 10.4061737060547"
## [1] "2008-12-17 00:00:00 XLF -300 @ 10.4061737060547"
## [1] "2008-12-22 00:00:00 XLF 300 @ 9.58570289611816"
## [1] "2008-12-22 00:00:00 XLF 300 @ 9.58570289611816"
## [1] "2008-12-31 00:00:00 XLF -300 @ 10.1705932617188"
## [1] "2008-12-31 00:00:00 XLF -300 @ 10.1705932617188"
## [1] "2009-01-08 00:00:00 XLF 300 @ 9.69943141937256"
## [1] "2009-01-08 00:00:00 XLF 300 @ 9.69943141937256"
## [1] "2009-01-29 00:00:00 XLF -300 @ 7.71730279922485"
## [1] "2009-01-29 00:00:00 XLF -300 @ 7.71730279922485"
## [1] "2009-02-04 00:00:00 XLF 300 @ 7.28675889968872"
## [1] "2009-02-04 00:00:00 XLF 300 @ 7.28675889968872"
## [1] "2009-02-09 00:00:00 XLF -300 @ 8.0422420501709"
## [1] "2009-02-09 00:00:00 XLF -300 @ 8.0422420501709"
## [1] "2009-02-11 00:00:00 XLF 300 @ 7.57108020782471"
## [1] "2009-02-11 00:00:00 XLF 300 @ 7.57108020782471"
## [1] "2009-02-25 00:00:00 XLF -300 @ 6.49878120422363"
## [1] "2009-02-25 00:00:00 XLF -300 @ 6.49878120422363"
## [1] "2009-03-02 00:00:00 XLF 300 @ 5.78391599655151"
## [1] "2009-03-02 00:00:00 XLF 300 @ 5.78391599655151"
## [1] "2009-03-11 00:00:00 XLF -300 @ 5.99512577056885"
## [1] "2009-03-11 00:00:00 XLF -300 @ 5.99512577056885"
## [1] "2009-03-23 00:00:00 XLF 300 @ 7.70105600357056"
## [1] "2009-03-23 00:00:00 XLF 300 @ 7.70105600357056"
## [1] "2009-03-24 00:00:00 XLF -300 @ 7.32737588882446"
## [1] "2009-03-24 00:00:00 XLF -300 @ 7.32737588882446"
## [1] "2009-03-31 00:00:00 XLF 300 @ 7.15678310394287"
## [1] "2009-03-31 00:00:00 XLF 300 @ 7.15678310394287"
## [1] "2009-04-03 00:00:00 XLF -300 @ 7.87164878845215"
## [1] "2009-04-03 00:00:00 XLF -300 @ 7.87164878845215"
## [1] "2009-04-08 00:00:00 XLF 300 @ 7.47359895706177"
## [1] "2009-04-08 00:00:00 XLF 300 @ 7.47359895706177"
## [1] "2009-04-13 00:00:00 XLF -300 @ 9.00081157684326"
## [1] "2009-04-13 00:00:00 XLF -300 @ 9.00081157684326"
## [1] "2009-04-21 00:00:00 XLF 300 @ 8.61088466644287"
## [1] "2009-04-21 00:00:00 XLF 300 @ 8.61088466644287"
## [1] "2009-04-27 00:00:00 XLF -300 @ 8.74086093902588"
## [1] "2009-04-27 00:00:00 XLF -300 @ 8.74086093902588"
## [1] "2009-04-29 00:00:00 XLF 300 @ 8.83834266662598"
## [1] "2009-04-29 00:00:00 XLF 300 @ 8.83834266662598"
## [1] "2009-05-05 00:00:00 XLF -300 @ 9.39073944091797"
## [1] "2009-05-05 00:00:00 XLF -300 @ 9.39073944091797"
## [1] "2009-05-14 00:00:00 XLF 300 @ 9.5613317489624"
## [1] "2009-05-14 00:00:00 XLF 300 @ 9.5613317489624"
## [1] "2009-05-19 00:00:00 XLF -300 @ 9.78066635131836"
## [1] "2009-05-19 00:00:00 XLF -300 @ 9.78066635131836"
## [1] "2009-05-26 00:00:00 XLF 300 @ 9.78066635131836"
## [1] "2009-05-26 00:00:00 XLF 300 @ 9.78066635131836"
## [1] "2009-05-27 00:00:00 XLF -300 @ 9.48822116851807"
## [1] "2009-05-27 00:00:00 XLF -300 @ 9.48822116851807"
## [1] "2009-06-04 00:00:00 XLF 300 @ 10.0974817276001"
## [1] "2009-06-04 00:00:00 XLF 300 @ 10.0974817276001"
## [1] "2009-06-05 00:00:00 XLF -300 @ 10.0081233978271"
## [1] "2009-06-05 00:00:00 XLF -300 @ 10.0081233978271"
## [1] "2009-06-16 00:00:00 XLF 300 @ 9.71567821502686"
## [1] "2009-06-16 00:00:00 XLF 300 @ 9.71567821502686"
## [1] "2009-06-26 00:00:00 XLF -300 @ 9.68318367004395"
## [1] "2009-06-26 00:00:00 XLF -300 @ 9.68318367004395"
## [1] "2009-07-06 00:00:00 XLF 300 @ 9.32575130462646"
## [1] "2009-07-06 00:00:00 XLF 300 @ 9.32575130462646"
## [1] "2009-07-14 00:00:00 XLF -300 @ 9.55320930480957"
## [1] "2009-07-14 00:00:00 XLF -300 @ 9.55320930480957"
## [1] "2009-08-12 00:00:00 XLF 300 @ 11.4053611755371"
## [1] "2009-08-12 00:00:00 XLF 300 @ 11.4053611755371"
## [1] "2009-08-14 00:00:00 XLF -300 @ 11.5678310394287"
## [1] "2009-08-14 00:00:00 XLF -300 @ 11.5678310394287"
## [1] "2009-08-18 00:00:00 XLF 300 @ 11.3078804016113"
## [1] "2009-08-18 00:00:00 XLF 300 @ 11.3078804016113"
## [1] "2009-08-21 00:00:00 XLF -300 @ 11.8196592330933"
## [1] "2009-08-21 00:00:00 XLF -300 @ 11.8196592330933"
## [1] "2009-09-02 00:00:00 XLF 300 @ 11.2022752761841"
## [1] "2009-09-02 00:00:00 XLF 300 @ 11.2022752761841"
## [1] "2009-09-09 00:00:00 XLF -300 @ 11.7790412902832"
## [1] "2009-09-09 00:00:00 XLF -300 @ 11.7790412902832"
## [1] "2009-09-22 00:00:00 XLF 300 @ 12.4614133834839"
## [1] "2009-09-22 00:00:00 XLF 300 @ 12.4614133834839"
## [1] "2009-09-23 00:00:00 XLF -300 @ 12.2095861434937"
## [1] "2009-09-23 00:00:00 XLF -300 @ 12.2095861434937"
## [1] "2009-09-25 00:00:00 XLF 300 @ 11.8521528244019"
## [1] "2009-09-25 00:00:00 XLF 300 @ 11.8521528244019"
## [1] "2009-09-29 00:00:00 XLF -300 @ 12.1933393478394"
## [1] "2009-09-29 00:00:00 XLF -300 @ 12.1933393478394"
## [1] "2009-10-02 00:00:00 XLF 300 @ 11.6084480285645"
## [1] "2009-10-02 00:00:00 XLF 300 @ 11.6084480285645"
## [1] "2009-10-06 00:00:00 XLF -300 @ 12.1283512115479"
## [1] "2009-10-06 00:00:00 XLF -300 @ 12.1283512115479"
## [1] "2009-10-19 00:00:00 XLF 300 @ 12.4207963943481"
## [1] "2009-10-19 00:00:00 XLF 300 @ 12.4207963943481"
## [1] "2009-11-06 00:00:00 XLF -300 @ 11.6246948242188"
## [1] "2009-11-06 00:00:00 XLF -300 @ 11.6246948242188"
## [1] "2009-11-20 00:00:00 XLF 300 @ 11.860276222229"
## [1] "2009-11-20 00:00:00 XLF 300 @ 11.860276222229"
## [1] "2009-12-14 00:00:00 XLF -300 @ 11.7546710968018"
## [1] "2009-12-14 00:00:00 XLF -300 @ 11.7546710968018"
## [1] "2009-12-16 00:00:00 XLF 300 @ 11.640941619873"
## [1] "2009-12-16 00:00:00 XLF 300 @ 11.640941619873"
## [1] "2009-12-22 00:00:00 XLF -300 @ 11.7465476989746"
## [1] "2009-12-22 00:00:00 XLF -300 @ 11.7465476989746"
## [1] "2010-01-04 00:00:00 XLF 300 @ 11.9333868026733"
## [1] "2010-01-04 00:00:00 XLF 300 @ 11.9333868026733"
## [1] "2010-01-05 00:00:00 XLF -300 @ 12.1527214050293"
## [1] "2010-01-05 00:00:00 XLF -300 @ 12.1527214050293"
## [1] "2010-01-13 00:00:00 XLF 300 @ 12.3314380645752"
## [1] "2010-01-13 00:00:00 XLF 300 @ 12.3314380645752"
## [1] "2010-01-15 00:00:00 XLF -300 @ 12.1364736557007"
## [1] "2010-01-15 00:00:00 XLF -300 @ 12.1364736557007"
## [1] "2010-01-19 00:00:00 XLF 300 @ 12.2908201217651"
## [1] "2010-01-19 00:00:00 XLF 300 @ 12.2908201217651"
## [1] "2010-02-02 00:00:00 XLF -300 @ 11.8277816772461"
## [1] "2010-02-02 00:00:00 XLF -300 @ 11.8277816772461"
## [1] "2010-02-05 00:00:00 XLF 300 @ 11.3241271972656"
## [1] "2010-02-05 00:00:00 XLF 300 @ 11.3241271972656"
## [1] "2010-02-16 00:00:00 XLF -300 @ 11.5678310394287"
## [1] "2010-02-16 00:00:00 XLF -300 @ 11.5678310394287"
## [1] "2010-03-22 00:00:00 XLF 300 @ 12.8107233047485"
## [1] "2010-03-22 00:00:00 XLF 300 @ 12.8107233047485"
## [1] "2010-03-24 00:00:00 XLF -300 @ 12.9244518280029"
## [1] "2010-03-24 00:00:00 XLF -300 @ 12.9244518280029"
## [1] "2010-03-31 00:00:00 XLF 300 @ 12.9569463729858"
## [1] "2010-03-31 00:00:00 XLF 300 @ 12.9569463729858"
## [1] "2010-04-05 00:00:00 XLF -300 @ 13.1925258636475"
## [1] "2010-04-05 00:00:00 XLF -300 @ 13.1925258636475"
## [1] "2010-04-19 00:00:00 XLF 300 @ 13.4199838638306"
## [1] "2010-04-19 00:00:00 XLF 300 @ 13.4199838638306"
## [1] "2010-04-26 00:00:00 XLF -300 @ 13.4199838638306"
## [1] "2010-04-26 00:00:00 XLF -300 @ 13.4199838638306"
## [1] "2010-04-27 00:00:00 XLF 300 @ 12.9650688171387"
## [1] "2010-04-27 00:00:00 XLF 300 @ 12.9650688171387"
## [1] "2010-04-30 00:00:00 XLF -300 @ 13.1275386810303"
## [1] "2010-04-30 00:00:00 XLF -300 @ 13.1275386810303"
## [1] "2010-05-05 00:00:00 XLF 300 @ 12.9406986236572"
## [1] "2010-05-05 00:00:00 XLF 300 @ 12.9406986236572"
## [1] "2010-05-11 00:00:00 XLF -300 @ 12.8919582366943"
## [1] "2010-05-11 00:00:00 XLF -300 @ 12.8919582366943"
## [1] "2010-05-17 00:00:00 XLF 300 @ 12.4776601791382"
## [1] "2010-05-17 00:00:00 XLF 300 @ 12.4776601791382"
## [1] "2010-05-28 00:00:00 XLF -300 @ 11.9252643585205"
## [1] "2010-05-28 00:00:00 XLF -300 @ 11.9252643585205"
## [1] "2010-06-02 00:00:00 XLF 300 @ 12.0389928817749"
## [1] "2010-06-02 00:00:00 XLF 300 @ 12.0389928817749"
## [1] "2010-06-11 00:00:00 XLF -300 @ 11.7871646881104"
## [1] "2010-06-11 00:00:00 XLF -300 @ 11.7871646881104"
## [1] "2010-06-23 00:00:00 XLF 300 @ 11.7871646881104"
## [1] "2010-06-23 00:00:00 XLF 300 @ 11.7871646881104"
## [1] "2010-07-08 00:00:00 XLF -300 @ 11.6246948242188"
## [1] "2010-07-08 00:00:00 XLF -300 @ 11.6246948242188"
## [1] "2010-07-19 00:00:00 XLF 300 @ 11.4703493118286"
## [1] "2010-07-19 00:00:00 XLF 300 @ 11.4703493118286"
## [1] "2010-07-23 00:00:00 XLF -300 @ 11.8277816772461"
## [1] "2010-07-23 00:00:00 XLF -300 @ 11.8277816772461"
## [1] "2010-08-09 00:00:00 XLF 300 @ 12.0714874267578"
## [1] "2010-08-09 00:00:00 XLF 300 @ 12.0714874267578"
## [1] "2010-08-19 00:00:00 XLF -300 @ 11.2672624588013"
## [1] "2010-08-19 00:00:00 XLF -300 @ 11.2672624588013"
## [1] "2010-08-20 00:00:00 XLF 300 @ 11.2347679138184"
## [1] "2010-08-20 00:00:00 XLF 300 @ 11.2347679138184"
## [1] "2010-08-30 00:00:00 XLF -300 @ 10.9179525375366"
## [1] "2010-08-30 00:00:00 XLF -300 @ 10.9179525375366"
## [1] "2010-09-20 00:00:00 XLF 300 @ 12.0958566665649"
## [1] "2010-09-20 00:00:00 XLF 300 @ 12.0958566665649"
## [1] "2010-09-21 00:00:00 XLF -300 @ 11.9821281433105"
## [1] "2010-09-21 00:00:00 XLF -300 @ 11.9821281433105"
## [1] "2010-09-23 00:00:00 XLF 300 @ 11.5597076416016"
## [1] "2010-09-23 00:00:00 XLF 300 @ 11.5597076416016"
## [1] "2010-10-04 00:00:00 XLF -300 @ 11.6978073120117"
## [1] "2010-10-04 00:00:00 XLF -300 @ 11.6978073120117"
## [1] "2010-10-15 00:00:00 XLF 300 @ 11.6571893692017"
## [1] "2010-10-15 00:00:00 XLF 300 @ 11.6571893692017"
## [1] "2010-11-03 00:00:00 XLF -300 @ 11.9740047454834"
## [1] "2010-11-03 00:00:00 XLF -300 @ 11.9740047454834"
## [1] "2010-11-15 00:00:00 XLF 300 @ 12.1933393478394"
## [1] "2010-11-15 00:00:00 XLF 300 @ 12.1933393478394"
## [1] "2010-12-02 00:00:00 XLF -300 @ 12.2908201217651"
## [1] "2010-12-02 00:00:00 XLF -300 @ 12.2908201217651"
## [1] "2010-12-16 00:00:00 XLF 300 @ 12.5913887023926"
## [1] "2010-12-16 00:00:00 XLF 300 @ 12.5913887023926"
## [1] "2010-12-22 00:00:00 XLF -300 @ 12.9894390106201"
## [1] "2010-12-22 00:00:00 XLF -300 @ 12.9894390106201"
## [1] "2010-12-31 00:00:00 XLF 300 @ 12.9569463729858"
## [1] "2010-12-31 00:00:00 XLF 300 @ 12.9569463729858"
## [1] "2011-01-04 00:00:00 XLF -300 @ 13.2250204086304"
## [1] "2011-01-04 00:00:00 XLF -300 @ 13.2250204086304"
## [1] "2011-01-10 00:00:00 XLF 300 @ 13.1437864303589"
## [1] "2011-01-10 00:00:00 XLF 300 @ 13.1437864303589"
## [1] "2011-01-13 00:00:00 XLF -300 @ 13.3712425231934"
## [1] "2011-01-13 00:00:00 XLF -300 @ 13.3712425231934"
## [1] "2011-01-20 00:00:00 XLF 300 @ 13.2656383514404"
## [1] "2011-01-20 00:00:00 XLF 300 @ 13.2656383514404"
## [1] "2011-01-28 00:00:00 XLF -300 @ 13.2006502151489"
## [1] "2011-01-28 00:00:00 XLF -300 @ 13.2006502151489"
## [1] "2011-01-31 00:00:00 XLF 300 @ 13.3225021362305"
## [1] "2011-01-31 00:00:00 XLF 300 @ 13.3225021362305"
## [1] "2011-02-02 00:00:00 XLF -300 @ 13.4930953979492"
## [1] "2011-02-02 00:00:00 XLF -300 @ 13.4930953979492"
## [1] "2011-02-23 00:00:00 XLF 300 @ 13.4687252044678"
## [1] "2011-02-23 00:00:00 XLF 300 @ 13.4687252044678"
## [1] "2011-03-01 00:00:00 XLF -300 @ 13.3956127166748"
## [1] "2011-03-01 00:00:00 XLF -300 @ 13.3956127166748"
## [1] "2011-03-02 00:00:00 XLF 300 @ 13.3143787384033"
## [1] "2011-03-02 00:00:00 XLF 300 @ 13.3143787384033"
## [1] "2011-03-04 00:00:00 XLF -300 @ 13.4199838638306"
## [1] "2011-03-04 00:00:00 XLF -300 @ 13.4199838638306"
## [1] "2011-03-08 00:00:00 XLF 300 @ 13.6230707168579"
## [1] "2011-03-08 00:00:00 XLF 300 @ 13.6230707168579"
## [1] "2011-03-09 00:00:00 XLF -300 @ 13.6230707168579"
## [1] "2011-03-09 00:00:00 XLF -300 @ 13.6230707168579"
## [1] "2011-03-11 00:00:00 XLF 300 @ 13.4362306594849"
## [1] "2011-03-11 00:00:00 XLF 300 @ 13.4362306594849"
## [1] "2011-03-21 00:00:00 XLF -300 @ 13.2818851470947"
## [1] "2011-03-21 00:00:00 XLF -300 @ 13.2818851470947"
## [1] "2011-04-11 00:00:00 XLF 300 @ 13.3712425231934"
## [1] "2011-04-11 00:00:00 XLF 300 @ 13.3712425231934"
## [1] "2011-04-25 00:00:00 XLF -300 @ 13.0625505447388"
## [1] "2011-04-25 00:00:00 XLF -300 @ 13.0625505447388"
## [1] "2011-05-05 00:00:00 XLF 300 @ 13.0219326019287"
## [1] "2011-05-05 00:00:00 XLF 300 @ 13.0219326019287"
## [1] "2011-05-11 00:00:00 XLF -300 @ 12.9975633621216"
## [1] "2011-05-11 00:00:00 XLF -300 @ 12.9975633621216"
## [1] "2011-05-12 00:00:00 XLF 300 @ 12.9975633621216"
## [1] "2011-05-12 00:00:00 XLF 300 @ 12.9975633621216"
## [1] "2011-05-19 00:00:00 XLF -300 @ 12.9488220214844"
## [1] "2011-05-19 00:00:00 XLF -300 @ 12.9488220214844"
## [1] "2011-05-23 00:00:00 XLF 300 @ 12.5913887023926"
## [1] "2011-05-23 00:00:00 XLF 300 @ 12.5913887023926"
## [1] "2011-05-31 00:00:00 XLF -300 @ 12.8675870895386"
## [1] "2011-05-31 00:00:00 XLF -300 @ 12.8675870895386"
## [1] "2011-06-02 00:00:00 XLF 300 @ 12.4451665878296"
## [1] "2011-06-02 00:00:00 XLF 300 @ 12.4451665878296"
## [1] "2011-06-14 00:00:00 XLF -300 @ 12.2339563369751"
## [1] "2011-06-14 00:00:00 XLF -300 @ 12.2339563369751"
## [1] "2011-06-16 00:00:00 XLF 300 @ 12.0308685302734"
## [1] "2011-06-16 00:00:00 XLF 300 @ 12.0308685302734"
## [1] "2011-06-22 00:00:00 XLF -300 @ 12.1852149963379"
## [1] "2011-06-22 00:00:00 XLF -300 @ 12.1852149963379"
## [1] "2011-06-24 00:00:00 XLF 300 @ 11.9902515411377"
## [1] "2011-06-24 00:00:00 XLF 300 @ 11.9902515411377"
## [1] "2011-06-29 00:00:00 XLF -300 @ 12.4207963943481"
## [1] "2011-06-29 00:00:00 XLF -300 @ 12.4207963943481"
## [1] "2011-07-12 00:00:00 XLF 300 @ 12.1689682006836"
## [1] "2011-07-12 00:00:00 XLF 300 @ 12.1689682006836"
## [1] "2011-07-21 00:00:00 XLF -300 @ 12.4776601791382"
## [1] "2011-07-21 00:00:00 XLF -300 @ 12.4776601791382"
## [1] "2011-07-28 00:00:00 XLF 300 @ 12.0552396774292"
## [1] "2011-07-28 00:00:00 XLF 300 @ 12.0552396774292"
## [1] "2011-08-16 00:00:00 XLF -300 @ 10.5036563873291"
## [1] "2011-08-16 00:00:00 XLF -300 @ 10.5036563873291"
## [1] "2011-08-19 00:00:00 XLF 300 @ 9.8537769317627"
## [1] "2011-08-19 00:00:00 XLF 300 @ 9.8537769317627"
## [1] "2011-08-25 00:00:00 XLF -300 @ 10.2843217849731"
## [1] "2011-08-25 00:00:00 XLF -300 @ 10.2843217849731"
## [1] "2011-09-06 00:00:00 XLF 300 @ 10.0081233978271"
## [1] "2011-09-06 00:00:00 XLF 300 @ 10.0081233978271"
## [1] "2011-09-15 00:00:00 XLF -300 @ 10.4955320358276"
## [1] "2011-09-15 00:00:00 XLF -300 @ 10.4955320358276"
## [1] "2011-09-20 00:00:00 XLF 300 @ 10.1705932617188"
## [1] "2011-09-20 00:00:00 XLF 300 @ 10.1705932617188"
## [1] "2011-09-27 00:00:00 XLF -300 @ 9.95938301086426"
## [1] "2011-09-27 00:00:00 XLF -300 @ 9.95938301086426"
## [1] "2011-10-03 00:00:00 XLF 300 @ 9.16328239440918"
## [1] "2011-10-03 00:00:00 XLF 300 @ 9.16328239440918"
## [1] "2011-10-07 00:00:00 XLF -300 @ 9.61007308959961"
## [1] "2011-10-07 00:00:00 XLF -300 @ 9.61007308959961"
## [1] "2011-10-18 00:00:00 XLF 300 @ 10.3899269104004"
## [1] "2011-10-18 00:00:00 XLF 300 @ 10.3899269104004"
## [1] "2011-10-19 00:00:00 XLF -300 @ 10.2437038421631"
## [1] "2011-10-19 00:00:00 XLF -300 @ 10.2437038421631"
## [1] "2011-11-02 00:00:00 XLF 300 @ 10.755482673645"
## [1] "2011-11-02 00:00:00 XLF 300 @ 10.755482673645"
## [1] "2011-11-09 00:00:00 XLF -300 @ 10.4549150466919"
## [1] "2011-11-09 00:00:00 XLF -300 @ 10.4549150466919"
## [1] "2011-11-10 00:00:00 XLF 300 @ 10.5036563873291"
## [1] "2011-11-10 00:00:00 XLF 300 @ 10.5036563873291"
## [1] "2011-11-29 00:00:00 XLF -300 @ 9.8050365447998"
## [1] "2011-11-29 00:00:00 XLF -300 @ 9.8050365447998"
## [1] "2011-12-09 00:00:00 XLF 300 @ 10.6417551040649"
## [1] "2011-12-09 00:00:00 XLF 300 @ 10.6417551040649"
## [1] "2011-12-21 00:00:00 XLF -300 @ 10.3899269104004"
## [1] "2011-12-21 00:00:00 XLF -300 @ 10.3899269104004"
## [1] "2011-12-29 00:00:00 XLF 300 @ 10.6173839569092"
## [1] "2011-12-29 00:00:00 XLF 300 @ 10.6173839569092"
## [1] "2012-01-04 00:00:00 XLF -300 @ 10.8042240142822"
## [1] "2012-01-04 00:00:00 XLF -300 @ 10.8042240142822"
## [1] "2012-01-18 00:00:00 XLF 300 @ 11.3078804016113"
## [1] "2012-01-18 00:00:00 XLF 300 @ 11.3078804016113"
## [1] "2012-01-19 00:00:00 XLF -300 @ 11.4134845733643"
## [1] "2012-01-19 00:00:00 XLF -300 @ 11.4134845733643"
## [1] "2012-01-27 00:00:00 XLF 300 @ 11.4784727096558"
## [1] "2012-01-27 00:00:00 XLF 300 @ 11.4784727096558"
## [1] "2012-02-02 00:00:00 XLF -300 @ 11.6571893692017"
## [1] "2012-02-02 00:00:00 XLF -300 @ 11.6571893692017"
## [1] "2012-02-13 00:00:00 XLF 300 @ 11.9415111541748"
## [1] "2012-02-13 00:00:00 XLF 300 @ 11.9415111541748"
## [1] "2012-02-17 00:00:00 XLF -300 @ 12.0146217346191"
## [1] "2012-02-17 00:00:00 XLF -300 @ 12.0146217346191"
## [1] "2012-02-23 00:00:00 XLF 300 @ 11.9577579498291"
## [1] "2012-02-23 00:00:00 XLF 300 @ 11.9577579498291"
## [1] "2012-02-28 00:00:00 XLF -300 @ 12.0389928817749"
## [1] "2012-02-28 00:00:00 XLF -300 @ 12.0389928817749"
## [1] "2012-03-07 00:00:00 XLF 300 @ 11.8846473693848"
## [1] "2012-03-07 00:00:00 XLF 300 @ 11.8846473693848"
## [1] "2012-03-12 00:00:00 XLF -300 @ 12.0633630752563"
## [1] "2012-03-12 00:00:00 XLF -300 @ 12.0633630752563"
## [1] "2012-03-23 00:00:00 XLF 300 @ 12.7782287597656"
## [1] "2012-03-23 00:00:00 XLF 300 @ 12.7782287597656"
## [1] "2012-03-27 00:00:00 XLF -300 @ 12.8594636917114"
## [1] "2012-03-27 00:00:00 XLF -300 @ 12.8594636917114"
## [1] "2012-03-30 00:00:00 XLF 300 @ 12.8350925445557"
## [1] "2012-03-30 00:00:00 XLF 300 @ 12.8350925445557"
## [1] "2012-04-03 00:00:00 XLF -300 @ 12.8594636917114"
## [1] "2012-04-03 00:00:00 XLF -300 @ 12.8594636917114"
## [1] "2012-04-05 00:00:00 XLF 300 @ 12.6238832473755"
## [1] "2012-04-05 00:00:00 XLF 300 @ 12.6238832473755"
## [1] "2012-04-13 00:00:00 XLF -300 @ 12.2908201217651"
## [1] "2012-04-13 00:00:00 XLF -300 @ 12.2908201217651"
## [1] "2012-04-23 00:00:00 XLF 300 @ 12.2502031326294"
## [1] "2012-04-23 00:00:00 XLF 300 @ 12.2502031326294"
## [1] "2012-04-26 00:00:00 XLF -300 @ 12.599513053894"
## [1] "2012-04-26 00:00:00 XLF -300 @ 12.599513053894"
## [1] "2012-05-04 00:00:00 XLF 300 @ 12.2664499282837"
## [1] "2012-05-04 00:00:00 XLF 300 @ 12.2664499282837"
## [1] "2012-05-24 00:00:00 XLF -300 @ 11.4297323226929"
## [1] "2012-05-24 00:00:00 XLF -300 @ 11.4297323226929"
## [1] "2012-05-31 00:00:00 XLF 300 @ 11.3809909820557"
## [1] "2012-05-31 00:00:00 XLF 300 @ 11.3809909820557"
## [1] "2012-06-07 00:00:00 XLF -300 @ 11.3484973907471"
## [1] "2012-06-07 00:00:00 XLF -300 @ 11.3484973907471"
## [1] "2012-06-22 00:00:00 XLF 300 @ 11.6490659713745"
## [1] "2012-06-22 00:00:00 XLF 300 @ 11.6490659713745"
## [1] "2012-06-28 00:00:00 XLF -300 @ 11.5922012329102"
## [1] "2012-06-28 00:00:00 XLF -300 @ 11.5922012329102"
## [1] "2012-07-09 00:00:00 XLF 300 @ 11.7384243011475"
## [1] "2012-07-09 00:00:00 XLF 300 @ 11.7384243011475"
## [1] "2012-07-16 00:00:00 XLF -300 @ 11.9252643585205"
## [1] "2012-07-16 00:00:00 XLF -300 @ 11.9252643585205"
## [1] "2012-07-20 00:00:00 XLF 300 @ 11.6815595626831"
## [1] "2012-07-20 00:00:00 XLF 300 @ 11.6815595626831"
## [1] "2012-07-27 00:00:00 XLF -300 @ 11.9902515411377"
## [1] "2012-07-27 00:00:00 XLF -300 @ 11.9902515411377"
## [1] "2012-08-02 00:00:00 XLF 300 @ 11.7627935409546"
## [1] "2012-08-02 00:00:00 XLF 300 @ 11.7627935409546"
## [1] "2012-08-06 00:00:00 XLF -300 @ 12.0877342224121"
## [1] "2012-08-06 00:00:00 XLF -300 @ 12.0877342224121"
## [1] "2012-08-24 00:00:00 XLF 300 @ 12.2908201217651"
## [1] "2012-08-24 00:00:00 XLF 300 @ 12.2908201217651"
## [1] "2012-09-04 00:00:00 XLF -300 @ 12.3151912689209"
## [1] "2012-09-04 00:00:00 XLF -300 @ 12.3151912689209"
## [1] "2012-09-21 00:00:00 XLF 300 @ 12.8594636917114"
## [1] "2012-09-21 00:00:00 XLF 300 @ 12.8594636917114"
## [1] "2012-10-03 00:00:00 XLF -300 @ 12.8594636917114"
## [1] "2012-10-03 00:00:00 XLF -300 @ 12.8594636917114"
## [1] "2012-10-10 00:00:00 XLF 300 @ 12.9488220214844"
## [1] "2012-10-10 00:00:00 XLF 300 @ 12.9488220214844"
## [1] "2012-10-12 00:00:00 XLF -300 @ 12.8432168960571"
## [1] "2012-10-12 00:00:00 XLF -300 @ 12.8432168960571"
## [1] "2012-10-15 00:00:00 XLF 300 @ 12.9894390106201"
## [1] "2012-10-15 00:00:00 XLF 300 @ 12.9894390106201"
## [1] "2012-10-17 00:00:00 XLF -300 @ 13.2412672042847"
## [1] "2012-10-17 00:00:00 XLF -300 @ 13.2412672042847"
## [1] "2012-10-22 00:00:00 XLF 300 @ 13.0869207382202"
## [1] "2012-10-22 00:00:00 XLF 300 @ 13.0869207382202"
## [1] "2012-11-02 00:00:00 XLF -300 @ 12.9975633621216"
## [1] "2012-11-02 00:00:00 XLF -300 @ 12.9975633621216"
## [1] "2012-11-08 00:00:00 XLF 300 @ 12.5751419067383"
## [1] "2012-11-08 00:00:00 XLF 300 @ 12.5751419067383"
## [1] "2012-11-20 00:00:00 XLF -300 @ 12.7132406234741"
## [1] "2012-11-20 00:00:00 XLF -300 @ 12.7132406234741"
## [1] "2012-11-28 00:00:00 XLF 300 @ 12.7538585662842"
## [1] "2012-11-28 00:00:00 XLF 300 @ 12.7538585662842"
## [1] "2012-11-30 00:00:00 XLF -300 @ 12.8025999069214"
## [1] "2012-11-30 00:00:00 XLF -300 @ 12.8025999069214"
## [1] "2012-12-04 00:00:00 XLF 300 @ 12.7213649749756"
## [1] "2012-12-04 00:00:00 XLF 300 @ 12.7213649749756"
## [1] "2012-12-06 00:00:00 XLF -300 @ 12.9163284301758"
## [1] "2012-12-06 00:00:00 XLF -300 @ 12.9163284301758"
## [1] "2012-12-17 00:00:00 XLF 300 @ 13.2656383514404"
## [1] "2012-12-17 00:00:00 XLF 300 @ 13.2656383514404"
## [1] "2012-12-18 00:00:00 XLF -300 @ 13.4606008529663"
## [1] "2012-12-18 00:00:00 XLF -300 @ 13.4606008529663"
## [1] "2012-12-28 00:00:00 XLF 300 @ 13.1437864303589"
## [1] "2012-12-28 00:00:00 XLF 300 @ 13.1437864303589"
## [1] "2013-01-02 00:00:00 XLF -300 @ 13.7043046951294"
## [1] "2013-01-02 00:00:00 XLF -300 @ 13.7043046951294"
## [1] "2013-02-21 00:00:00 XLF 300 @ 14.2323312759399"
## [1] "2013-02-21 00:00:00 XLF 300 @ 14.2323312759399"
## [1] "2013-02-28 00:00:00 XLF -300 @ 14.2891960144043"
## [1] "2013-02-28 00:00:00 XLF -300 @ 14.2891960144043"
## [1] "2013-03-19 00:00:00 XLF 300 @ 14.7603569030762"
## [1] "2013-03-19 00:00:00 XLF 300 @ 14.7603569030762"
## [1] "2013-03-27 00:00:00 XLF -300 @ 14.7522344589233"
## [1] "2013-03-27 00:00:00 XLF -300 @ 14.7522344589233"
## [1] "2013-04-02 00:00:00 XLF 300 @ 14.8090982437134"
## [1] "2013-04-02 00:00:00 XLF 300 @ 14.8090982437134"
## [1] "2013-04-09 00:00:00 XLF -300 @ 14.8334693908691"
## [1] "2013-04-09 00:00:00 XLF -300 @ 14.8334693908691"
## [1] "2013-04-16 00:00:00 XLF 300 @ 14.9147033691406"
## [1] "2013-04-16 00:00:00 XLF 300 @ 14.9147033691406"
## [1] "2013-04-24 00:00:00 XLF -300 @ 15.0609264373779"
## [1] "2013-04-24 00:00:00 XLF -300 @ 15.0609264373779"
## [1] "2013-05-02 00:00:00 XLF 300 @ 15.1502838134766"
## [1] "2013-05-02 00:00:00 XLF 300 @ 15.1502838134766"
## [1] "2013-05-06 00:00:00 XLF -300 @ 15.4752225875854"
## [1] "2013-05-06 00:00:00 XLF -300 @ 15.4752225875854"
## [1] "2013-05-23 00:00:00 XLF 300 @ 16.0113735198975"
## [1] "2013-05-23 00:00:00 XLF 300 @ 16.0113735198975"
## [1] "2013-05-29 00:00:00 XLF -300 @ 16.1900882720947"
## [1] "2013-05-29 00:00:00 XLF -300 @ 16.1900882720947"
## [1] "2013-06-05 00:00:00 XLF 300 @ 15.72705078125"
## [1] "2013-06-05 00:00:00 XLF 300 @ 15.72705078125"
## [1] "2013-06-10 00:00:00 XLF -300 @ 16.2307071685791"
## [1] "2013-06-10 00:00:00 XLF -300 @ 16.2307071685791"
## [1] "2013-06-12 00:00:00 XLF 300 @ 15.7920389175415"
## [1] "2013-06-12 00:00:00 XLF 300 @ 15.7920389175415"
## [1] "2013-06-19 00:00:00 XLF -300 @ 15.9220151901245"
## [1] "2013-06-19 00:00:00 XLF -300 @ 15.9220151901245"
## [1] "2013-06-21 00:00:00 XLF 300 @ 15.5320882797241"
## [1] "2013-06-21 00:00:00 XLF 300 @ 15.5320882797241"
## [1] "2013-06-27 00:00:00 XLF -300 @ 15.8976440429688"
## [1] "2013-06-27 00:00:00 XLF -300 @ 15.8976440429688"
## [1] "2013-07-25 00:00:00 XLF 300 @ 16.7831039428711"
## [1] "2013-07-25 00:00:00 XLF 300 @ 16.7831039428711"
## [1] "2013-08-02 00:00:00 XLF -300 @ 16.9049549102783"
## [1] "2013-08-02 00:00:00 XLF -300 @ 16.9049549102783"
## [1] "2013-08-07 00:00:00 XLF 300 @ 16.6043872833252"
## [1] "2013-08-07 00:00:00 XLF 300 @ 16.6043872833252"
## [1] "2013-08-23 00:00:00 XLF -300 @ 16.2956943511963"
## [1] "2013-08-23 00:00:00 XLF -300 @ 16.2956943511963"
## [1] "2013-08-28 00:00:00 XLF 300 @ 15.8245334625244"
## [1] "2013-08-28 00:00:00 XLF 300 @ 15.8245334625244"
## [1] "2013-09-05 00:00:00 XLF -300 @ 16.0844841003418"
## [1] "2013-09-05 00:00:00 XLF -300 @ 16.0844841003418"
## [1] "2013-09-23 00:00:00 XLF 300 @ 16.3606815338135"
## [1] "2013-09-23 00:00:00 XLF 300 @ 16.3606815338135"
## [1] "2013-10-11 00:00:00 XLF -300 @ 16.4987812042236"
## [1] "2013-10-11 00:00:00 XLF -300 @ 16.4987812042236"
## [1] "2013-10-24 00:00:00 XLF 300 @ 16.8724613189697"
## [1] "2013-10-24 00:00:00 XLF 300 @ 16.8724613189697"
## [1] "2013-10-28 00:00:00 XLF -300 @ 16.9049549102783"
## [1] "2013-10-28 00:00:00 XLF -300 @ 16.9049549102783"
## [1] "2013-11-01 00:00:00 XLF 300 @ 16.7506084442139"
## [1] "2013-11-01 00:00:00 XLF 300 @ 16.7506084442139"
## [1] "2013-11-11 00:00:00 XLF -300 @ 16.9536952972412"
## [1] "2013-11-11 00:00:00 XLF -300 @ 16.9536952972412"
## [1] "2013-12-04 00:00:00 XLF 300 @ 17.3030052185059"
## [1] "2013-12-04 00:00:00 XLF 300 @ 17.3030052185059"
## [1] "2013-12-10 00:00:00 XLF -300 @ 17.3842391967773"
## [1] "2013-12-10 00:00:00 XLF -300 @ 17.3842391967773"
## [1] "2013-12-12 00:00:00 XLF 300 @ 17.14866065979"
## [1] "2013-12-12 00:00:00 XLF 300 @ 17.14866065979"
## [1] "2013-12-17 00:00:00 XLF -300 @ 17.1567821502686"
## [1] "2013-12-17 00:00:00 XLF -300 @ 17.1567821502686"
## [1] "2014-01-14 00:00:00 XLF 300 @ 17.7741661071777"
## [1] "2014-01-14 00:00:00 XLF 300 @ 17.7741661071777"
## [1] "2014-01-16 00:00:00 XLF -300 @ 17.8716487884521"
## [1] "2014-01-16 00:00:00 XLF -300 @ 17.8716487884521"
## [1] "2014-01-24 00:00:00 XLF 300 @ 17.14866065979"
## [1] "2014-01-24 00:00:00 XLF 300 @ 17.14866065979"
## [1] "2014-02-07 00:00:00 XLF -300 @ 17.2948818206787"
## [1] "2014-02-07 00:00:00 XLF -300 @ 17.2948818206787"
## [1] "2014-02-20 00:00:00 XLF 300 @ 17.4167346954346"
## [1] "2014-02-20 00:00:00 XLF 300 @ 17.4167346954346"
## [1] "2014-02-25 00:00:00 XLF -300 @ 17.4735984802246"
## [1] "2014-02-25 00:00:00 XLF -300 @ 17.4735984802246"
## [1] "2014-03-13 00:00:00 XLF 300 @ 17.8229084014893"
## [1] "2014-03-13 00:00:00 XLF 300 @ 17.8229084014893"
## [1] "2014-03-19 00:00:00 XLF -300 @ 17.9772548675537"
## [1] "2014-03-19 00:00:00 XLF -300 @ 17.9772548675537"
## [1] "2014-03-27 00:00:00 XLF 300 @ 17.8878955841064"
## [1] "2014-03-27 00:00:00 XLF 300 @ 17.8878955841064"
## [1] "2014-04-01 00:00:00 XLF -300 @ 18.1803417205811"
## [1] "2014-04-01 00:00:00 XLF -300 @ 18.1803417205811"
## [1] "2014-04-07 00:00:00 XLF 300 @ 17.733549118042"
## [1] "2014-04-07 00:00:00 XLF 300 @ 17.733549118042"
## [1] "2014-04-17 00:00:00 XLF -300 @ 17.7579193115234"
## [1] "2014-04-17 00:00:00 XLF -300 @ 17.7579193115234"
## [1] "2014-04-28 00:00:00 XLF 300 @ 17.6441917419434"
## [1] "2014-04-28 00:00:00 XLF 300 @ 17.6441917419434"
## [1] "2014-05-01 00:00:00 XLF -300 @ 17.8716487884521"
## [1] "2014-05-01 00:00:00 XLF -300 @ 17.8716487884521"
## [1] "2014-05-06 00:00:00 XLF 300 @ 17.5385875701904"
## [1] "2014-05-06 00:00:00 XLF 300 @ 17.5385875701904"
## [1] "2014-05-13 00:00:00 XLF -300 @ 17.9772548675537"
## [1] "2014-05-13 00:00:00 XLF -300 @ 17.9772548675537"
## [1] "2014-05-15 00:00:00 XLF 300 @ 17.6441917419434"
## [1] "2014-05-15 00:00:00 XLF 300 @ 17.6441917419434"
## [1] "2014-05-23 00:00:00 XLF -300 @ 17.9041423797607"
## [1] "2014-05-23 00:00:00 XLF -300 @ 17.9041423797607"
## [1] "2014-06-12 00:00:00 XLF 300 @ 18.359058380127"
## [1] "2014-06-12 00:00:00 XLF 300 @ 18.359058380127"
## [1] "2014-06-18 00:00:00 XLF -300 @ 18.5702686309814"
## [1] "2014-06-18 00:00:00 XLF -300 @ 18.5702686309814"
## [1] "2014-06-25 00:00:00 XLF 300 @ 18.4809093475342"
## [1] "2014-06-25 00:00:00 XLF 300 @ 18.4809093475342"
## [1] "2014-07-02 00:00:00 XLF -300 @ 18.5702686309814"
## [1] "2014-07-02 00:00:00 XLF -300 @ 18.5702686309814"
## [1] "2014-07-09 00:00:00 XLF 300 @ 18.5215263366699"
## [1] "2014-07-09 00:00:00 XLF 300 @ 18.5215263366699"
## [1] "2014-07-15 00:00:00 XLF -300 @ 18.6758728027344"
## [1] "2014-07-15 00:00:00 XLF -300 @ 18.6758728027344"
## [1] "2014-07-18 00:00:00 XLF 300 @ 18.6108856201172"
## [1] "2014-07-18 00:00:00 XLF 300 @ 18.6108856201172"
## [1] "2014-07-24 00:00:00 XLF -300 @ 18.7002449035645"
## [1] "2014-07-24 00:00:00 XLF -300 @ 18.7002449035645"
## [1] "2014-07-28 00:00:00 XLF 300 @ 18.60276222229"
## [1] "2014-07-28 00:00:00 XLF 300 @ 18.60276222229"
## [1] "2014-08-11 00:00:00 XLF -300 @ 18.1965885162354"
## [1] "2014-08-11 00:00:00 XLF -300 @ 18.1965885162354"
## [1] "2014-09-10 00:00:00 XLF 300 @ 18.968318939209"
## [1] "2014-09-10 00:00:00 XLF 300 @ 18.968318939209"
## [1] "2014-09-17 00:00:00 XLF -300 @ 19.1551570892334"
## [1] "2014-09-17 00:00:00 XLF -300 @ 19.1551570892334"
## [1] "2014-09-23 00:00:00 XLF 300 @ 18.9520702362061"
## [1] "2014-09-23 00:00:00 XLF 300 @ 18.9520702362061"
## [1] "2014-10-06 00:00:00 XLF -300 @ 18.8545894622803"
## [1] "2014-10-06 00:00:00 XLF -300 @ 18.8545894622803"
## [1] "2014-10-08 00:00:00 XLF 300 @ 18.8870830535889"
## [1] "2014-10-08 00:00:00 XLF 300 @ 18.8870830535889"
## [1] "2014-10-21 00:00:00 XLF -300 @ 18.5783920288086"
## [1] "2014-10-21 00:00:00 XLF -300 @ 18.5783920288086"
## [1] "2014-11-14 00:00:00 XLF 300 @ 19.5450859069824"
## [1] "2014-11-14 00:00:00 XLF 300 @ 19.5450859069824"
## [1] "2014-11-19 00:00:00 XLF -300 @ 19.5694561004639"
## [1] "2014-11-19 00:00:00 XLF -300 @ 19.5694561004639"
## [1] "2014-12-02 00:00:00 XLF 300 @ 19.870023727417"
## [1] "2014-12-02 00:00:00 XLF 300 @ 19.870023727417"
## [1] "2014-12-03 00:00:00 XLF -300 @ 19.9593830108643"
## [1] "2014-12-03 00:00:00 XLF -300 @ 19.9593830108643"
## [1] "2014-12-11 00:00:00 XLF 300 @ 20"
## [1] "2014-12-11 00:00:00 XLF 300 @ 20"
## [1] "2014-12-19 00:00:00 XLF -300 @ 20.0487403869629"
## [1] "2014-12-19 00:00:00 XLF -300 @ 20.0487403869629"
## [1] "2015-01-02 00:00:00 XLF 300 @ 20.0893573760986"
## [1] "2015-01-02 00:00:00 XLF 300 @ 20.0893573760986"
## [1] "2015-01-09 00:00:00 XLF -300 @ 19.5938262939453"
## [1] "2015-01-09 00:00:00 XLF -300 @ 19.5938262939453"
## [1] "2015-01-13 00:00:00 XLF 300 @ 19.3663692474365"
## [1] "2015-01-13 00:00:00 XLF 300 @ 19.3663692474365"
## [1] "2015-01-23 00:00:00 XLF -300 @ 19.3095035552979"
## [1] "2015-01-23 00:00:00 XLF -300 @ 19.3095035552979"
## [1] "2015-01-28 00:00:00 XLF 300 @ 18.8464660644531"
## [1] "2015-01-28 00:00:00 XLF 300 @ 18.8464660644531"
## [1] "2015-02-04 00:00:00 XLF -300 @ 19.260763168335"
## [1] "2015-02-04 00:00:00 XLF -300 @ 19.260763168335"
## [1] "2015-02-20 00:00:00 XLF 300 @ 19.8537769317627"
## [1] "2015-02-20 00:00:00 XLF 300 @ 19.8537769317627"
## [1] "2015-02-25 00:00:00 XLF -300 @ 19.9025173187256"
## [1] "2015-02-25 00:00:00 XLF -300 @ 19.9025173187256"
## [1] "2015-03-02 00:00:00 XLF 300 @ 19.9268894195557"
## [1] "2015-03-02 00:00:00 XLF 300 @ 19.9268894195557"
## [1] "2015-03-03 00:00:00 XLF -300 @ 19.870023727417"
## [1] "2015-03-03 00:00:00 XLF -300 @ 19.870023727417"
## [1] "2015-03-05 00:00:00 XLF 300 @ 19.8294067382812"
## [1] "2015-03-05 00:00:00 XLF 300 @ 19.8294067382812"
## [1] "2015-03-13 00:00:00 XLF -300 @ 19.7562961578369"
## [1] "2015-03-13 00:00:00 XLF -300 @ 19.7562961578369"
## [1] "2015-03-25 00:00:00 XLF 300 @ 19.4800968170166"
## [1] "2015-03-25 00:00:00 XLF 300 @ 19.4800968170166"
## [1] "2015-03-31 00:00:00 XLF -300 @ 19.5857028961182"
## [1] "2015-03-31 00:00:00 XLF -300 @ 19.5857028961182"
## [1] "2015-04-08 00:00:00 XLF 300 @ 19.6669368743896"
## [1] "2015-04-08 00:00:00 XLF 300 @ 19.6669368743896"
## [1] "2015-04-10 00:00:00 XLF -300 @ 19.6913070678711"
## [1] "2015-04-10 00:00:00 XLF -300 @ 19.6913070678711"
## [1] "2015-04-20 00:00:00 XLF 300 @ 19.6831836700439"
## [1] "2015-04-20 00:00:00 XLF 300 @ 19.6831836700439"
## [1] "2015-04-24 00:00:00 XLF -300 @ 19.7238025665283"
## [1] "2015-04-24 00:00:00 XLF -300 @ 19.7238025665283"
## [1] "2015-04-28 00:00:00 XLF 300 @ 19.7644195556641"
## [1] "2015-04-28 00:00:00 XLF 300 @ 19.7644195556641"
## [1] "2015-04-29 00:00:00 XLF -300 @ 19.7562961578369"
## [1] "2015-04-29 00:00:00 XLF -300 @ 19.7562961578369"
## [1] "2015-05-01 00:00:00 XLF 300 @ 19.7725429534912"
## [1] "2015-05-01 00:00:00 XLF 300 @ 19.7725429534912"
## [1] "2015-05-05 00:00:00 XLF -300 @ 19.7887897491455"
## [1] "2015-05-05 00:00:00 XLF -300 @ 19.7887897491455"
## [1] "2015-05-07 00:00:00 XLF 300 @ 19.8294067382812"
## [1] "2015-05-07 00:00:00 XLF 300 @ 19.8294067382812"
## [1] "2015-05-11 00:00:00 XLF -300 @ 20.0406169891357"
## [1] "2015-05-11 00:00:00 XLF -300 @ 20.0406169891357"
## [1] "2015-05-27 00:00:00 XLF 300 @ 20.186840057373"
## [1] "2015-05-27 00:00:00 XLF 300 @ 20.186840057373"
## [1] "2015-06-04 00:00:00 XLF -300 @ 20.0243701934814"
## [1] "2015-06-04 00:00:00 XLF -300 @ 20.0243701934814"
## [1] "2015-06-22 00:00:00 XLF 300 @ 20.4061737060547"
## [1] "2015-06-22 00:00:00 XLF 300 @ 20.4061737060547"
## [1] "2015-07-02 00:00:00 XLF -300 @ 20.0162467956543"
## [1] "2015-07-02 00:00:00 XLF -300 @ 20.0162467956543"
## [1] "2015-07-09 00:00:00 XLF 300 @ 19.7806663513184"
## [1] "2015-07-09 00:00:00 XLF 300 @ 19.7806663513184"
## [1] "2015-07-13 00:00:00 XLF -300 @ 20.2599506378174"
## [1] "2015-07-13 00:00:00 XLF -300 @ 20.2599506378174"
## [1] "2015-07-27 00:00:00 XLF 300 @ 20.2599506378174"
## [1] "2015-07-27 00:00:00 XLF 300 @ 20.2599506378174"
## [1] "2015-07-30 00:00:00 XLF -300 @ 20.5442733764648"
## [1] "2015-07-30 00:00:00 XLF -300 @ 20.5442733764648"
## [1] "2015-08-05 00:00:00 XLF 300 @ 20.5036563873291"
## [1] "2015-08-05 00:00:00 XLF 300 @ 20.5036563873291"
## [1] "2015-08-06 00:00:00 XLF -300 @ 20.4305438995361"
## [1] "2015-08-06 00:00:00 XLF -300 @ 20.4305438995361"
## [1] "2015-08-13 00:00:00 XLF 300 @ 20.3655567169189"
## [1] "2015-08-13 00:00:00 XLF 300 @ 20.3655567169189"
## [1] "2015-08-17 00:00:00 XLF -300 @ 20.552396774292"
## [1] "2015-08-17 00:00:00 XLF -300 @ 20.552396774292"
## [1] "2015-08-20 00:00:00 XLF 300 @ 19.9187641143799"
## [1] "2015-08-20 00:00:00 XLF 300 @ 19.9187641143799"
## [1] "2015-08-28 00:00:00 XLF -300 @ 19.1957759857178"
## [1] "2015-08-28 00:00:00 XLF -300 @ 19.1957759857178"
## [1] "2015-09-02 00:00:00 XLF 300 @ 18.6677494049072"
## [1] "2015-09-02 00:00:00 XLF 300 @ 18.6677494049072"
## [1] "2015-09-16 00:00:00 XLF -300 @ 19.1307888031006"
## [1] "2015-09-16 00:00:00 XLF -300 @ 19.1307888031006"
## [1] "2015-09-21 00:00:00 XLF 300 @ 18.6190090179443"
## [1] "2015-09-21 00:00:00 XLF 300 @ 18.6190090179443"
## [1] "2015-09-28 00:00:00 XLF -300 @ 18.0991058349609"
## [1] "2015-09-28 00:00:00 XLF -300 @ 18.0991058349609"
## [1] "2015-09-29 00:00:00 XLF 300 @ 18.1315994262695"
## [1] "2015-09-29 00:00:00 XLF 300 @ 18.1315994262695"
## [1] "2015-10-01 00:00:00 XLF -300 @ 18.415922164917"
## [1] "2015-10-01 00:00:00 XLF -300 @ 18.415922164917"
## [1] "2015-10-14 00:00:00 XLF 300 @ 18.5946388244629"
## [1] "2015-10-14 00:00:00 XLF 300 @ 18.5946388244629"
## [1] "2015-10-16 00:00:00 XLF -300 @ 19.1307888031006"
## [1] "2015-10-16 00:00:00 XLF -300 @ 19.1307888031006"
## [1] "2015-11-02 00:00:00 XLF 300 @ 19.8294067382812"
## [1] "2015-11-02 00:00:00 XLF 300 @ 19.8294067382812"
## [1] "2015-11-04 00:00:00 XLF -300 @ 19.8050365447998"
## [1] "2015-11-04 00:00:00 XLF -300 @ 19.8050365447998"
## [1] "2015-11-13 00:00:00 XLF 300 @ 19.4313564300537"
## [1] "2015-11-13 00:00:00 XLF 300 @ 19.4313564300537"
## [1] "2015-11-19 00:00:00 XLF -300 @ 20.0081233978271"
## [1] "2015-11-19 00:00:00 XLF -300 @ 20.0081233978271"
## [1] "2015-11-25 00:00:00 XLF 300 @ 19.9187641143799"
## [1] "2015-11-25 00:00:00 XLF 300 @ 19.9187641143799"
## [1] "2015-11-30 00:00:00 XLF -300 @ 19.9512596130371"
## [1] "2015-11-30 00:00:00 XLF -300 @ 19.9512596130371"
## [1] "2015-12-04 00:00:00 XLF 300 @ 20.129976272583"
## [1] "2015-12-04 00:00:00 XLF 300 @ 20.129976272583"
## [1] "2015-12-07 00:00:00 XLF -300 @ 19.94313621521"
## [1] "2015-12-07 00:00:00 XLF -300 @ 19.94313621521"
## [1] "2015-12-09 00:00:00 XLF 300 @ 19.4638519287109"
## [1] "2015-12-09 00:00:00 XLF 300 @ 19.4638519287109"
## [1] "2015-12-16 00:00:00 XLF -300 @ 19.8537769317627"
## [1] "2015-12-16 00:00:00 XLF -300 @ 19.8537769317627"
## [1] "2015-12-21 00:00:00 XLF 300 @ 19.1145401000977"
## [1] "2015-12-21 00:00:00 XLF 300 @ 19.1145401000977"
## [1] "2015-12-24 00:00:00 XLF -300 @ 19.5044689178467"
## [1] "2015-12-24 00:00:00 XLF -300 @ 19.5044689178467"
## [1] "2016-01-04 00:00:00 XLF 300 @ 18.9845657348633"
## [1] "2016-01-04 00:00:00 XLF 300 @ 18.9845657348633"
## [1] "2016-02-01 00:00:00 XLF -300 @ 17.5710792541504"
## [1] "2016-02-01 00:00:00 XLF -300 @ 17.5710792541504"
## [1] "2016-02-03 00:00:00 XLF 300 @ 17.0999183654785"
## [1] "2016-02-03 00:00:00 XLF 300 @ 17.0999183654785"
## [1] "2016-02-17 00:00:00 XLF -300 @ 17.1405353546143"
## [1] "2016-02-17 00:00:00 XLF -300 @ 17.1405353546143"
## [1] "2016-02-25 00:00:00 XLF 300 @ 17.1973991394043"
## [1] "2016-02-25 00:00:00 XLF 300 @ 17.1973991394043"
## [1] "2016-02-26 00:00:00 XLF -300 @ 17.3192539215088"
## [1] "2016-02-26 00:00:00 XLF -300 @ 17.3192539215088"
## [1] "2016-03-09 00:00:00 XLF 300 @ 17.8229084014893"
## [1] "2016-03-09 00:00:00 XLF 300 @ 17.8229084014893"
## [1] "2016-03-14 00:00:00 XLF -300 @ 18.2128353118896"
## [1] "2016-03-14 00:00:00 XLF -300 @ 18.2128353118896"
## [1] "2016-03-24 00:00:00 XLF 300 @ 18.123477935791"
## [1] "2016-03-24 00:00:00 XLF 300 @ 18.123477935791"
## [1] "2016-03-31 00:00:00 XLF -300 @ 18.2778224945068"
## [1] "2016-03-31 00:00:00 XLF -300 @ 18.2778224945068"
## [1] "2016-04-06 00:00:00 XLF 300 @ 18.1884651184082"
## [1] "2016-04-06 00:00:00 XLF 300 @ 18.1884651184082"
## [1] "2016-04-13 00:00:00 XLF -300 @ 18.6271324157715"
## [1] "2016-04-13 00:00:00 XLF -300 @ 18.6271324157715"
## [1] "2016-04-29 00:00:00 XLF 300 @ 18.9358253479004"
## [1] "2016-04-29 00:00:00 XLF 300 @ 18.9358253479004"
## [1] "2016-05-11 00:00:00 XLF -300 @ 18.8058490753174"
## [1] "2016-05-11 00:00:00 XLF -300 @ 18.8058490753174"
## [1] "2016-05-16 00:00:00 XLF 300 @ 18.6839962005615"
## [1] "2016-05-16 00:00:00 XLF 300 @ 18.6839962005615"
## [1] "2016-05-19 00:00:00 XLF -300 @ 18.7246131896973"
## [1] "2016-05-19 00:00:00 XLF -300 @ 18.7246131896973"
## [1] "2016-06-06 00:00:00 XLF 300 @ 19.2120227813721"
## [1] "2016-06-06 00:00:00 XLF 300 @ 19.2120227813721"
## [1] "2016-06-22 00:00:00 XLF -300 @ 18.5621452331543"
## [1] "2016-06-22 00:00:00 XLF -300 @ 18.5621452331543"
## [1] "2016-06-27 00:00:00 XLF 300 @ 17.4248580932617"
## [1] "2016-06-27 00:00:00 XLF 300 @ 17.4248580932617"
## [1] "2016-06-30 00:00:00 XLF -300 @ 18.5702686309814"
## [1] "2016-06-30 00:00:00 XLF -300 @ 18.5702686309814"
## [1] "2016-07-22 00:00:00 XLF 300 @ 19.2363929748535"
## [1] "2016-07-22 00:00:00 XLF 300 @ 19.2363929748535"
## [1] "2016-07-25 00:00:00 XLF -300 @ 19.1957759857178"
## [1] "2016-07-25 00:00:00 XLF -300 @ 19.1957759857178"
## [1] "2016-08-02 00:00:00 XLF 300 @ 19.0008125305176"
## [1] "2016-08-02 00:00:00 XLF 300 @ 19.0008125305176"
## [1] "2016-08-08 00:00:00 XLF -300 @ 19.5369625091553"
## [1] "2016-08-08 00:00:00 XLF -300 @ 19.5369625091553"
## [1] "2016-08-11 00:00:00 XLF 300 @ 19.4394798278809"
## [1] "2016-08-11 00:00:00 XLF 300 @ 19.4394798278809"
## [1] "2016-08-16 00:00:00 XLF -300 @ 19.4638519287109"
## [1] "2016-08-16 00:00:00 XLF -300 @ 19.4638519287109"
## [1] "2016-09-12 00:00:00 XLF 300 @ 19.7481727600098"
## [1] "2016-09-12 00:00:00 XLF 300 @ 19.7481727600098"
## [1] "2016-09-22 00:00:00 XLF -300 @ 19.4799995422363"
## [1] "2016-09-22 00:00:00 XLF -300 @ 19.4799995422363"
## [1] "2016-09-27 00:00:00 XLF 300 @ 19.2199993133545"
## [1] "2016-09-27 00:00:00 XLF 300 @ 19.2199993133545"
## [1] "2016-10-06 00:00:00 XLF -300 @ 19.6299991607666"
## [1] "2016-10-06 00:00:00 XLF -300 @ 19.6299991607666"
## [1] "2016-10-12 00:00:00 XLF 300 @ 19.5200004577637"
## [1] "2016-10-12 00:00:00 XLF 300 @ 19.5200004577637"
## [1] "2016-10-19 00:00:00 XLF -300 @ 19.6599998474121"
## [1] "2016-10-19 00:00:00 XLF -300 @ 19.6599998474121"
## [1] "2016-11-01 00:00:00 XLF 300 @ 19.6599998474121"
## [1] "2016-11-01 00:00:00 XLF 300 @ 19.6599998474121"
## [1] "2016-11-08 00:00:00 XLF -300 @ 19.9899997711182"
## [1] "2016-11-08 00:00:00 XLF -300 @ 19.9899997711182"
## [1] "2016-11-29 00:00:00 XLF 300 @ 22.2099990844727"
## [1] "2016-11-29 00:00:00 XLF 300 @ 22.2099990844727"
## [1] "2016-12-01 00:00:00 XLF -300 @ 22.8999996185303"
## [1] "2016-12-01 00:00:00 XLF -300 @ 22.8999996185303"
## [1] "2016-12-15 00:00:00 XLF 300 @ 23.6700000762939"
## [1] "2016-12-15 00:00:00 XLF 300 @ 23.6700000762939"
## [1] "2016-12-16 00:00:00 XLF -300 @ 23.3600006103516"
## [1] "2016-12-16 00:00:00 XLF -300 @ 23.3600006103516"
## [1] "2016-12-19 00:00:00 XLF 300 @ 23.3700008392334"
## [1] "2016-12-19 00:00:00 XLF 300 @ 23.3700008392334"
## [1] "2016-12-21 00:00:00 XLF -300 @ 23.6000003814697"
## [1] "2016-12-21 00:00:00 XLF -300 @ 23.6000003814697"
## [1] "2016-12-29 00:00:00 XLF 300 @ 23.2000007629395"
## [1] "2016-12-29 00:00:00 XLF 300 @ 23.2000007629395"
## [1] "2017-01-04 00:00:00 XLF -300 @ 23.7000007629395"
## [1] "2017-01-04 00:00:00 XLF -300 @ 23.7000007629395"
## [1] "2017-01-10 00:00:00 XLF 300 @ 23.4300003051758"
## [1] "2017-01-10 00:00:00 XLF 300 @ 23.4300003051758"
## [1] "2017-01-12 00:00:00 XLF -300 @ 23.3799991607666"
## [1] "2017-01-12 00:00:00 XLF -300 @ 23.3799991607666"
## [1] "2017-01-13 00:00:00 XLF 300 @ 23.5100002288818"
## [1] "2017-01-13 00:00:00 XLF 300 @ 23.5100002288818"
## [1] "2017-01-25 00:00:00 XLF -300 @ 23.6800003051758"
## [1] "2017-01-25 00:00:00 XLF -300 @ 23.6800003051758"
## [1] "2017-01-31 00:00:00 XLF 300 @ 23.3099994659424"
## [1] "2017-01-31 00:00:00 XLF 300 @ 23.3099994659424"
## [1] "2017-02-06 00:00:00 XLF -300 @ 23.6100006103516"
## [1] "2017-02-06 00:00:00 XLF -300 @ 23.6100006103516"
## [1] "2017-02-09 00:00:00 XLF 300 @ 23.7099990844727"
## [1] "2017-02-09 00:00:00 XLF 300 @ 23.7099990844727"
## [1] "2017-02-10 00:00:00 XLF -300 @ 23.7800006866455"
## [1] "2017-02-10 00:00:00 XLF -300 @ 23.7800006866455"
## [1] "2017-02-27 00:00:00 XLF 300 @ 24.5499992370605"
## [1] "2017-02-27 00:00:00 XLF 300 @ 24.5499992370605"
## [1] "2017-03-02 00:00:00 XLF -300 @ 24.8500003814697"
## [1] "2017-03-02 00:00:00 XLF -300 @ 24.8500003814697"
## [1] "2017-03-08 00:00:00 XLF 300 @ 24.7199993133545"
## [1] "2017-03-08 00:00:00 XLF 300 @ 24.7199993133545"
## [1] "2017-03-14 00:00:00 XLF -300 @ 24.7800006866455"
## [1] "2017-03-14 00:00:00 XLF -300 @ 24.7800006866455"
## [1] "2017-03-16 00:00:00 XLF 300 @ 24.7800006866455"
## [1] "2017-03-16 00:00:00 XLF 300 @ 24.7800006866455"
## [1] "2017-03-29 00:00:00 XLF -300 @ 23.6200008392334"
## [1] "2017-03-29 00:00:00 XLF -300 @ 23.6200008392334"
## [1] "2017-04-05 00:00:00 XLF 300 @ 23.4699993133545"
## [1] "2017-04-05 00:00:00 XLF 300 @ 23.4699993133545"
## [1] "2017-04-21 00:00:00 XLF -300 @ 23.1599998474121"
## [1] "2017-04-21 00:00:00 XLF -300 @ 23.1599998474121"
## [1] "2017-05-01 00:00:00 XLF 300 @ 23.6800003051758"
## [1] "2017-05-01 00:00:00 XLF 300 @ 23.6800003051758"
## [1] "2017-05-04 00:00:00 XLF -300 @ 23.8799991607666"
## [1] "2017-05-04 00:00:00 XLF -300 @ 23.8799991607666"
## [1] "2017-05-10 00:00:00 XLF 300 @ 23.8099994659424"
## [1] "2017-05-10 00:00:00 XLF 300 @ 23.8099994659424"
## [1] "2017-05-17 00:00:00 XLF -300 @ 23.0599994659424"
## [1] "2017-05-17 00:00:00 XLF -300 @ 23.0599994659424"
## [1] "2017-05-18 00:00:00 XLF 300 @ 23.1499996185303"
## [1] "2017-05-18 00:00:00 XLF 300 @ 23.1499996185303"
## [1] "2017-05-24 00:00:00 XLF -300 @ 23.5799999237061"
## [1] "2017-05-24 00:00:00 XLF -300 @ 23.5799999237061"
## [1] "2017-05-31 00:00:00 XLF 300 @ 23.25"
## [1] "2017-05-31 00:00:00 XLF 300 @ 23.25"
## [1] "2017-06-08 00:00:00 XLF -300 @ 23.8400001525879"
## [1] "2017-06-08 00:00:00 XLF -300 @ 23.8400001525879"
## [1] "2017-06-19 00:00:00 XLF 300 @ 24.5400009155273"
## [1] "2017-06-19 00:00:00 XLF 300 @ 24.5400009155273"
## [1] "2017-06-20 00:00:00 XLF -300 @ 24.3299999237061"
## [1] "2017-06-20 00:00:00 XLF -300 @ 24.3299999237061"
## [1] "2017-06-22 00:00:00 XLF 300 @ 23.9799995422363"
## [1] "2017-06-22 00:00:00 XLF 300 @ 23.9799995422363"
## [1] "2017-06-28 00:00:00 XLF -300 @ 24.5200004577637"
## [1] "2017-06-28 00:00:00 XLF -300 @ 24.5200004577637"
## [1] "2017-07-12 00:00:00 XLF 300 @ 24.8799991607666"
## [1] "2017-07-12 00:00:00 XLF 300 @ 24.8799991607666"
## [1] "2017-07-14 00:00:00 XLF -300 @ 24.9200000762939"
## [1] "2017-07-14 00:00:00 XLF -300 @ 24.9200000762939"
## [1] "2017-07-18 00:00:00 XLF 300 @ 24.7999992370605"
## [1] "2017-07-18 00:00:00 XLF 300 @ 24.7999992370605"
## [1] "2017-07-25 00:00:00 XLF -300 @ 25.2199993133545"
## [1] "2017-07-25 00:00:00 XLF -300 @ 25.2199993133545"
## [1] "2017-07-28 00:00:00 XLF 300 @ 24.9099998474121"
## [1] "2017-07-28 00:00:00 XLF 300 @ 24.9099998474121"
## [1] "2017-08-01 00:00:00 XLF -300 @ 25.2700004577637"
## [1] "2017-08-01 00:00:00 XLF -300 @ 25.2700004577637"
## [1] "2017-08-11 00:00:00 XLF 300 @ 24.7299995422363"
## [1] "2017-08-11 00:00:00 XLF 300 @ 24.7299995422363"
## [1] "2017-08-23 00:00:00 XLF -300 @ 24.7399997711182"
## [1] "2017-08-23 00:00:00 XLF -300 @ 24.7399997711182"
## [1] "2017-08-29 00:00:00 XLF 300 @ 24.5699996948242"
## [1] "2017-08-29 00:00:00 XLF 300 @ 24.5699996948242"
## [1] "2017-09-05 00:00:00 XLF -300 @ 24.2399997711182"
## [1] "2017-09-05 00:00:00 XLF -300 @ 24.2399997711182"
## [1] "2017-09-06 00:00:00 XLF 300 @ 24.2999992370605"
## [1] "2017-09-06 00:00:00 XLF 300 @ 24.2999992370605"
## [1] "2017-09-12 00:00:00 XLF -300 @ 24.8099994659424"
## [1] "2017-09-12 00:00:00 XLF -300 @ 24.8099994659424"
## [1] "2017-10-13 00:00:00 XLF 300 @ 26.1299991607666"
## [1] "2017-10-13 00:00:00 XLF 300 @ 26.1299991607666"
## [1] "2017-10-17 00:00:00 XLF -300 @ 26.1700000762939"
## [1] "2017-10-17 00:00:00 XLF -300 @ 26.1700000762939"
## [1] "2017-10-31 00:00:00 XLF 300 @ 26.6000003814697"
## [1] "2017-10-31 00:00:00 XLF 300 @ 26.6000003814697"
## [1] "2017-11-03 00:00:00 XLF -300 @ 26.7800006866455"
## [1] "2017-11-03 00:00:00 XLF -300 @ 26.7800006866455"
## [1] "2017-11-08 00:00:00 XLF 300 @ 26.25"
## [1] "2017-11-08 00:00:00 XLF 300 @ 26.25"
## [1] "2017-11-16 00:00:00 XLF -300 @ 26.1900005340576"
## [1] "2017-11-16 00:00:00 XLF -300 @ 26.1900005340576"
## [1] "2017-11-28 00:00:00 XLF 300 @ 26.8799991607666"
## [1] "2017-11-28 00:00:00 XLF 300 @ 26.8799991607666"
## [1] "2017-11-29 00:00:00 XLF -300 @ 27.3400001525879"
## [1] "2017-11-29 00:00:00 XLF -300 @ 27.3400001525879"
## [1] "2017-12-15 00:00:00 XLF 300 @ 27.8099994659424"
## [1] "2017-12-15 00:00:00 XLF 300 @ 27.8099994659424"
## [1] "2017-12-19 00:00:00 XLF -300 @ 27.9400005340576"
## [1] "2017-12-19 00:00:00 XLF -300 @ 27.9400005340576"
## [1] "2018-01-02 00:00:00 XLF 300 @ 27.9200000762939"
## [1] "2018-01-02 00:00:00 XLF 300 @ 27.9200000762939"
## [1] "2018-01-04 00:00:00 XLF -300 @ 28.3299999237061"
## [1] "2018-01-04 00:00:00 XLF -300 @ 28.3299999237061"
## [1] "2018-01-31 00:00:00 XLF 300 @ 29.7399997711182"
## [1] "2018-01-31 00:00:00 XLF 300 @ 29.7399997711182"
## [1] "2018-02-02 00:00:00 XLF -300 @ 29.3600006103516"
## [1] "2018-02-02 00:00:00 XLF -300 @ 29.3600006103516"
## [1] "2018-02-05 00:00:00 XLF 300 @ 27.8799991607666"
## [1] "2018-02-05 00:00:00 XLF 300 @ 27.8799991607666"
## [1] "2018-02-14 00:00:00 XLF -300 @ 28.8600006103516"
## [1] "2018-02-14 00:00:00 XLF -300 @ 28.8600006103516"
## [1] "2018-02-23 00:00:00 XLF 300 @ 29.1200008392334"
## [1] "2018-02-23 00:00:00 XLF 300 @ 29.1200008392334"
## [1] "2018-02-26 00:00:00 XLF -300 @ 29.5599994659424"
## [1] "2018-02-26 00:00:00 XLF -300 @ 29.5599994659424"
## [1] "2018-03-01 00:00:00 XLF 300 @ 28.3700008392334"
## [1] "2018-03-01 00:00:00 XLF 300 @ 28.3700008392334"
## [1] "2018-03-07 00:00:00 XLF -300 @ 28.9099998474121"
## [1] "2018-03-07 00:00:00 XLF -300 @ 28.9099998474121"
## [1] "2018-03-15 00:00:00 XLF 300 @ 28.9500007629395"
## [1] "2018-03-15 00:00:00 XLF 300 @ 28.9500007629395"
## [1] "2018-04-05 00:00:00 XLF -300 @ 27.8400001525879"
## [1] "2018-04-05 00:00:00 XLF -300 @ 27.8400001525879"
## [1] "2018-04-09 00:00:00 XLF 300 @ 27.3199996948242"
## [1] "2018-04-09 00:00:00 XLF 300 @ 27.3199996948242"
## [1] "2018-04-11 00:00:00 XLF -300 @ 27.3999996185303"
## [1] "2018-04-11 00:00:00 XLF -300 @ 27.3999996185303"
## [1] "2018-04-19 00:00:00 XLF 300 @ 27.8700008392334"
## [1] "2018-04-19 00:00:00 XLF 300 @ 27.8700008392334"
## [1] "2018-04-20 00:00:00 XLF -300 @ 27.8799991607666"
## [1] "2018-04-20 00:00:00 XLF -300 @ 27.8799991607666"
## [1] "2018-04-25 00:00:00 XLF 300 @ 27.6499996185303"
## [1] "2018-04-25 00:00:00 XLF 300 @ 27.6499996185303"
## [1] "2018-05-08 00:00:00 XLF -300 @ 27.6399993896484"
## [1] "2018-05-08 00:00:00 XLF -300 @ 27.6399993896484"
## [1] "2018-05-21 00:00:00 XLF 300 @ 28.1499996185303"
## [1] "2018-05-21 00:00:00 XLF 300 @ 28.1499996185303"
## [1] "2018-05-23 00:00:00 XLF -300 @ 28.1599998474121"
## [1] "2018-05-23 00:00:00 XLF -300 @ 28.1599998474121"
## [1] "2018-05-25 00:00:00 XLF 300 @ 27.8500003814697"
## [1] "2018-05-25 00:00:00 XLF 300 @ 27.8500003814697"
## [1] "2018-06-05 00:00:00 XLF -300 @ 27.4500007629395"
## [1] "2018-06-05 00:00:00 XLF -300 @ 27.4500007629395"
## [1] "2018-06-14 00:00:00 XLF 300 @ 27.5900001525879"
## [1] "2018-06-14 00:00:00 XLF 300 @ 27.5900001525879"
## [1] "2018-07-03 00:00:00 XLF -300 @ 26.4799995422363"
## [1] "2018-07-03 00:00:00 XLF -300 @ 26.4799995422363"
## [1] "2018-07-05 00:00:00 XLF 300 @ 26.5400009155273"
## [1] "2018-07-05 00:00:00 XLF 300 @ 26.5400009155273"
## [1] "2018-07-09 00:00:00 XLF -300 @ 27.2800006866455"
## [1] "2018-07-09 00:00:00 XLF -300 @ 27.2800006866455"
## [1] "2018-07-16 00:00:00 XLF 300 @ 27.4599990844727"
## [1] "2018-07-16 00:00:00 XLF 300 @ 27.4599990844727"
## [1] "2018-07-17 00:00:00 XLF -300 @ 27.4899997711182"
## [1] "2018-07-17 00:00:00 XLF -300 @ 27.4899997711182"
## [1] "2018-08-01 00:00:00 XLF 300 @ 27.9500007629395"
## [1] "2018-08-01 00:00:00 XLF 300 @ 27.9500007629395"
## [1] "2018-08-06 00:00:00 XLF -300 @ 28.2700004577637"
## [1] "2018-08-06 00:00:00 XLF -300 @ 28.2700004577637"
## [1] "2018-08-13 00:00:00 XLF 300 @ 27.7000007629395"
## [1] "2018-08-13 00:00:00 XLF 300 @ 27.7000007629395"
## [1] "2018-08-17 00:00:00 XLF -300 @ 28.1700000762939"
## [1] "2018-08-17 00:00:00 XLF -300 @ 28.1700000762939"
## [1] "2018-08-24 00:00:00 XLF 300 @ 28.2399997711182"
## [1] "2018-08-24 00:00:00 XLF 300 @ 28.2399997711182"
## [1] "2018-08-28 00:00:00 XLF -300 @ 28.5900001525879"
## [1] "2018-08-28 00:00:00 XLF -300 @ 28.5900001525879"
## [1] "2018-08-31 00:00:00 XLF 300 @ 28.3299999237061"
## [1] "2018-08-31 00:00:00 XLF 300 @ 28.3299999237061"
## [1] "2018-09-06 00:00:00 XLF -300 @ 28.3600006103516"
## [1] "2018-09-06 00:00:00 XLF -300 @ 28.3600006103516"
## [1] "2018-09-07 00:00:00 XLF 300 @ 28.3299999237061"
## [1] "2018-09-07 00:00:00 XLF 300 @ 28.3299999237061"
## [1] "2018-09-20 00:00:00 XLF -300 @ 28.9799995422363"
## [1] "2018-09-20 00:00:00 XLF -300 @ 28.9799995422363"
## [1] "2018-09-25 00:00:00 XLF 300 @ 28.3099994659424"
## [1] "2018-09-25 00:00:00 XLF 300 @ 28.3099994659424"
## [1] "2018-10-04 00:00:00 XLF -300 @ 28.1399993896484"
## [1] "2018-10-04 00:00:00 XLF -300 @ 28.1399993896484"
## [1] "2018-10-11 00:00:00 XLF 300 @ 26.3999996185303"
## [1] "2018-10-11 00:00:00 XLF 300 @ 26.3999996185303"
## [1] "2018-10-18 00:00:00 XLF -300 @ 26.5699996948242"
## [1] "2018-10-18 00:00:00 XLF -300 @ 26.5699996948242"
## [1] "2018-10-23 00:00:00 XLF 300 @ 25.8899993896484"
## [1] "2018-10-23 00:00:00 XLF 300 @ 25.8899993896484"
## [1] "2018-10-31 00:00:00 XLF -300 @ 26.2800006866455"
## [1] "2018-10-31 00:00:00 XLF -300 @ 26.2800006866455"
## [1] "2018-11-13 00:00:00 XLF 300 @ 26.7299995422363"
## [1] "2018-11-13 00:00:00 XLF 300 @ 26.7299995422363"
## [1] "2018-11-27 00:00:00 XLF -300 @ 26.5499992370605"
## [1] "2018-11-27 00:00:00 XLF -300 @ 26.5499992370605"
## [1] "2018-12-06 00:00:00 XLF 300 @ 25.6000003814697"
## [1] "2018-12-06 00:00:00 XLF 300 @ 25.6000003814697"
## [1] "2018-12-28 00:00:00 XLF -300 @ 23.5900001525879"
## [1] "2018-12-28 00:00:00 XLF -300 @ 23.5900001525879"
## [1] "2019-01-04 00:00:00 XLF 300 @ 24.2600002288818"
## [1] "2019-01-04 00:00:00 XLF 300 @ 24.2600002288818"
## [1] "2019-01-07 00:00:00 XLF -300 @ 24.2900009155273"
## [1] "2019-01-07 00:00:00 XLF -300 @ 24.2900009155273"
## [1] "2019-02-08 00:00:00 XLF 300 @ 25.6700000762939"
## [1] "2019-02-08 00:00:00 XLF 300 @ 25.6700000762939"
## [1] "2019-02-13 00:00:00 XLF -300 @ 26.2000007629395"
## [1] "2019-02-13 00:00:00 XLF -300 @ 26.2000007629395"
## [1] "2019-02-15 00:00:00 XLF 300 @ 26.4300003051758"
## [1] "2019-02-15 00:00:00 XLF 300 @ 26.4300003051758"
## [1] "2019-02-19 00:00:00 XLF -300 @ 26.4699993133545"
## [1] "2019-02-19 00:00:00 XLF -300 @ 26.4699993133545"
## [1] "2019-03-06 00:00:00 XLF 300 @ 26.25"
## [1] "2019-03-06 00:00:00 XLF 300 @ 26.25"
## [1] "2019-03-12 00:00:00 XLF -300 @ 26.2999992370605"
## [1] "2019-03-12 00:00:00 XLF -300 @ 26.2999992370605"
## [1] "2019-03-21 00:00:00 XLF 300 @ 26.0599994659424"
## [1] "2019-03-21 00:00:00 XLF 300 @ 26.0599994659424"
## [1] "2019-03-29 00:00:00 XLF -300 @ 25.7099990844727"
## [1] "2019-03-29 00:00:00 XLF -300 @ 25.7099990844727"
## [1] "2019-04-10 00:00:00 XLF 300 @ 26.4899997711182"
## [1] "2019-04-10 00:00:00 XLF 300 @ 26.4899997711182"
## [1] "2019-04-12 00:00:00 XLF -300 @ 27.1399993896484"
## [1] "2019-04-12 00:00:00 XLF -300 @ 27.1399993896484"
## [1] "2019-05-08 00:00:00 XLF 300 @ 27.3600006103516"
## [1] "2019-05-08 00:00:00 XLF 300 @ 27.3600006103516"
## [1] "2019-05-22 00:00:00 XLF -300 @ 27.0300006866455"
## [1] "2019-05-22 00:00:00 XLF -300 @ 27.0300006866455"
## [1] "2019-05-24 00:00:00 XLF 300 @ 26.8600006103516"
## [1] "2019-05-24 00:00:00 XLF 300 @ 26.8600006103516"
## [1] "2019-06-05 00:00:00 XLF -300 @ 27.0599994659424"
## [1] "2019-06-05 00:00:00 XLF -300 @ 27.0599994659424"
## [1] "2019-06-13 00:00:00 XLF 300 @ 27.1800003051758"
## [1] "2019-06-13 00:00:00 XLF 300 @ 27.1800003051758"
## [1] "2019-06-19 00:00:00 XLF -300 @ 27.2999992370605"
## [1] "2019-06-19 00:00:00 XLF -300 @ 27.2999992370605"
## [1] "2019-06-25 00:00:00 XLF 300 @ 27.0200004577637"
## [1] "2019-06-25 00:00:00 XLF 300 @ 27.0200004577637"
## [1] "2019-06-28 00:00:00 XLF -300 @ 27.6000003814697"
## [1] "2019-06-28 00:00:00 XLF -300 @ 27.6000003814697"
## [1] "2019-07-11 00:00:00 XLF 300 @ 28.1299991607666"
## [1] "2019-07-11 00:00:00 XLF 300 @ 28.1299991607666"
## [1] "2019-07-12 00:00:00 XLF -300 @ 28.3199996948242"
## [1] "2019-07-12 00:00:00 XLF -300 @ 28.3199996948242"
## [1] "2019-07-18 00:00:00 XLF 300 @ 28.0599994659424"
## [1] "2019-07-18 00:00:00 XLF 300 @ 28.0599994659424"
## [1] "2019-07-24 00:00:00 XLF -300 @ 28.5799999237061"
## [1] "2019-07-24 00:00:00 XLF -300 @ 28.5799999237061"
## [1] "2019-08-01 00:00:00 XLF 300 @ 27.6100006103516"
## [1] "2019-08-01 00:00:00 XLF 300 @ 27.6100006103516"
## [1] "2019-08-20 00:00:00 XLF -300 @ 26.4799995422363"
## [1] "2019-08-20 00:00:00 XLF -300 @ 26.4799995422363"
## [1] "2019-08-26 00:00:00 XLF 300 @ 26.3500003814697"
## [1] "2019-08-26 00:00:00 XLF 300 @ 26.3500003814697"
## [1] "2019-08-30 00:00:00 XLF -300 @ 26.9200000762939"
## [1] "2019-08-30 00:00:00 XLF -300 @ 26.9200000762939"
## [1] "2019-09-23 00:00:00 XLF 300 @ 28.1299991607666"
## [1] "2019-09-23 00:00:00 XLF 300 @ 28.1299991607666"
## [1] "2019-10-07 00:00:00 XLF -300 @ 27.3199996948242"
## [1] "2019-10-07 00:00:00 XLF -300 @ 27.3199996948242"
## [1] "2019-10-09 00:00:00 XLF 300 @ 27.0300006866455"
## [1] "2019-10-09 00:00:00 XLF 300 @ 27.0300006866455"
## [1] "2019-10-11 00:00:00 XLF -300 @ 27.6499996185303"
## [1] "2019-10-11 00:00:00 XLF -300 @ 27.6499996185303"
## [1] "2019-11-01 00:00:00 XLF 300 @ 29.1200008392334"
## [1] "2019-11-01 00:00:00 XLF 300 @ 29.1200008392334"
## [1] "2019-11-04 00:00:00 XLF -300 @ 29.3700008392334"
## [1] "2019-11-04 00:00:00 XLF -300 @ 29.3700008392334"
## [1] "2019-11-14 00:00:00 XLF 300 @ 29.6700000762939"
## [1] "2019-11-14 00:00:00 XLF 300 @ 29.6700000762939"
## [1] "2019-11-19 00:00:00 XLF -300 @ 29.8700008392334"
## [1] "2019-11-19 00:00:00 XLF -300 @ 29.8700008392334"
## [1] "2019-11-21 00:00:00 XLF 300 @ 29.7000007629395"
## [1] "2019-11-21 00:00:00 XLF 300 @ 29.7000007629395"
## [1] "2019-11-25 00:00:00 XLF -300 @ 30.1100006103516"
## [1] "2019-11-25 00:00:00 XLF -300 @ 30.1100006103516"
## [1] "2019-12-03 00:00:00 XLF 300 @ 29.5400009155273"
## [1] "2019-12-03 00:00:00 XLF 300 @ 29.5400009155273"
## [1] "2019-12-09 00:00:00 XLF -300 @ 30.2900009155273"
## [1] "2019-12-09 00:00:00 XLF -300 @ 30.2900009155273"
## [1] "2019-12-23 00:00:00 XLF 300 @ 30.6100006103516"
## [1] "2019-12-23 00:00:00 XLF 300 @ 30.6100006103516"
## [1] "2019-12-27 00:00:00 XLF -300 @ 30.7700004577637"
## [1] "2019-12-27 00:00:00 XLF -300 @ 30.7700004577637"
## [1] "2019-12-31 00:00:00 XLF 300 @ 30.7800006866455"
## [1] "2019-12-31 00:00:00 XLF 300 @ 30.7800006866455"
## [1] "2020-01-03 00:00:00 XLF -300 @ 30.75"
## [1] "2020-01-03 00:00:00 XLF -300 @ 30.75"
## [1] "2020-01-08 00:00:00 XLF 300 @ 30.7299995422363"
## [1] "2020-01-08 00:00:00 XLF 300 @ 30.7299995422363"
## [1] "2020-01-10 00:00:00 XLF -300 @ 30.6900005340576"
## [1] "2020-01-10 00:00:00 XLF -300 @ 30.6900005340576"
## [1] "2020-01-16 00:00:00 XLF 300 @ 30.9400005340576"
## [1] "2020-01-16 00:00:00 XLF 300 @ 30.9400005340576"
## [1] "2020-01-17 00:00:00 XLF -300 @ 31.0300006866455"
## [1] "2020-01-17 00:00:00 XLF -300 @ 31.0300006866455"
## [1] "2020-01-22 00:00:00 XLF 300 @ 30.8600006103516"
## [1] "2020-01-22 00:00:00 XLF 300 @ 30.8600006103516"
## [1] "2020-01-31 00:00:00 XLF -300 @ 29.9599990844727"
## [1] "2020-01-31 00:00:00 XLF -300 @ 29.9599990844727"
## [1] "2020-02-03 00:00:00 XLF 300 @ 30.1700000762939"
## [1] "2020-02-03 00:00:00 XLF 300 @ 30.1700000762939"
## [1] "2020-02-05 00:00:00 XLF -300 @ 31.0699996948242"
## [1] "2020-02-05 00:00:00 XLF -300 @ 31.0699996948242"
## [1] "2020-02-19 00:00:00 XLF 300 @ 31.1299991607666"
## [1] "2020-02-19 00:00:00 XLF 300 @ 31.1299991607666"
## [1] "2020-03-25 00:00:00 XLF -300 @ 20.3899993896484"
## [1] "2020-03-25 00:00:00 XLF -300 @ 20.3899993896484"
## [1] "2020-04-02 00:00:00 XLF 300 @ 20.0400009155273"
## [1] "2020-04-02 00:00:00 XLF 300 @ 20.0400009155273"
## [1] "2020-04-07 00:00:00 XLF -300 @ 21.2600002288818"
## [1] "2020-04-07 00:00:00 XLF -300 @ 21.2600002288818"
## [1] "2020-04-16 00:00:00 XLF 300 @ 21.2700004577637"
## [1] "2020-04-16 00:00:00 XLF 300 @ 21.2700004577637"
## [1] "2020-04-20 00:00:00 XLF -300 @ 22"
## [1] "2020-04-20 00:00:00 XLF -300 @ 22"
## [1] "2020-04-22 00:00:00 XLF 300 @ 21.5200004577637"
## [1] "2020-04-22 00:00:00 XLF 300 @ 21.5200004577637"
## [1] "2020-04-27 00:00:00 XLF -300 @ 22.4799995422363"
## [1] "2020-04-27 00:00:00 XLF -300 @ 22.4799995422363"
## [1] "2020-05-04 00:00:00 XLF 300 @ 21.8600006103516"
## [1] "2020-05-04 00:00:00 XLF 300 @ 21.8600006103516"
## [1] "2020-05-11 00:00:00 XLF -300 @ 21.8600006103516"
## [1] "2020-05-11 00:00:00 XLF -300 @ 21.8600006103516"
## [1] "2020-05-13 00:00:00 XLF 300 @ 20.6599998474121"
## [1] "2020-05-13 00:00:00 XLF 300 @ 20.6599998474121"
## [1] "2020-05-19 00:00:00 XLF -300 @ 21.5900001525879"
## [1] "2020-05-19 00:00:00 XLF -300 @ 21.5900001525879"
## [1] "2020-06-11 00:00:00 XLF 300 @ 23.1299991607666"
## [1] "2020-06-11 00:00:00 XLF 300 @ 23.1299991607666"
## [1] "2020-07-07 00:00:00 XLF -300 @ 22.9300003051758"
## [1] "2020-07-07 00:00:00 XLF -300 @ 22.9300003051758"
## [1] "2020-07-10 00:00:00 XLF 300 @ 23.4599990844727"
## [1] "2020-07-10 00:00:00 XLF 300 @ 23.4599990844727"
## [1] "2020-07-13 00:00:00 XLF -300 @ 23.5599994659424"
## [1] "2020-07-13 00:00:00 XLF -300 @ 23.5599994659424"
## [1] "2020-07-21 00:00:00 XLF 300 @ 24.3099994659424"
## [1] "2020-07-21 00:00:00 XLF 300 @ 24.3099994659424"
## [1] "2020-07-22 00:00:00 XLF -300 @ 24.3099994659424"
## [1] "2020-07-22 00:00:00 XLF -300 @ 24.3099994659424"
## [1] "2020-07-28 00:00:00 XLF 300 @ 24.0100002288818"
## [1] "2020-07-28 00:00:00 XLF 300 @ 24.0100002288818"
## [1] "2020-07-30 00:00:00 XLF -300 @ 24.0200004577637"
## [1] "2020-07-30 00:00:00 XLF -300 @ 24.0200004577637"
## [1] "2020-08-05 00:00:00 XLF 300 @ 24.3299999237061"
## [1] "2020-08-05 00:00:00 XLF 300 @ 24.3299999237061"
## [1] "2020-08-06 00:00:00 XLF -300 @ 24.3199996948242"
## [1] "2020-08-06 00:00:00 XLF -300 @ 24.3199996948242"
## [1] "2020-08-18 00:00:00 XLF 300 @ 24.6000003814697"
## [1] "2020-08-18 00:00:00 XLF 300 @ 24.6000003814697"
## [1] "2020-08-25 00:00:00 XLF -300 @ 24.9599990844727"
## [1] "2020-08-25 00:00:00 XLF -300 @ 24.9599990844727"
## [1] "2020-09-09 00:00:00 XLF 300 @ 24.8899993896484"
## [1] "2020-09-09 00:00:00 XLF 300 @ 24.8899993896484"
## [1] "2020-09-15 00:00:00 XLF -300 @ 24.7099990844727"
## [1] "2020-09-15 00:00:00 XLF -300 @ 24.7099990844727"
## [1] "2020-09-22 00:00:00 XLF 300 @ 23.7299995422363"
## [1] "2020-09-22 00:00:00 XLF 300 @ 23.7299995422363"
## [1] "2020-09-29 00:00:00 XLF -300 @ 23.75"
## [1] "2020-09-29 00:00:00 XLF -300 @ 23.75"
## [1] "2020-10-15 00:00:00 XLF 300 @ 24.9699993133545"
## [1] "2020-10-15 00:00:00 XLF 300 @ 24.9699993133545"
## [1] "2020-10-23 00:00:00 XLF -300 @ 25.25"
## [1] "2020-10-23 00:00:00 XLF -300 @ 25.25"
## [1] "2020-10-27 00:00:00 XLF 300 @ 24.2299995422363"
## [1] "2020-10-27 00:00:00 XLF 300 @ 24.2299995422363"
## [1] "2020-11-03 00:00:00 XLF -300 @ 24.8500003814697"
## [1] "2020-11-03 00:00:00 XLF -300 @ 24.8500003814697"
## [1] "2020-11-23 00:00:00 XLF 300 @ 27.6900005340576"
## [1] "2020-11-23 00:00:00 XLF 300 @ 27.6900005340576"
## [1] "2020-11-24 00:00:00 XLF -300 @ 28.6599998474121"
## [1] "2020-11-24 00:00:00 XLF -300 @ 28.6599998474121"
## [1] "2020-12-01 00:00:00 XLF 300 @ 28.3099994659424"
## [1] "2020-12-01 00:00:00 XLF 300 @ 28.3099994659424"
## [1] "2020-12-03 00:00:00 XLF -300 @ 28.6299991607666"
## [1] "2020-12-03 00:00:00 XLF -300 @ 28.6299991607666"
## [1] "2020-12-14 00:00:00 XLF 300 @ 28.1299991607666"
## [1] "2020-12-14 00:00:00 XLF 300 @ 28.1299991607666"
## [1] "2020-12-17 00:00:00 XLF -300 @ 28.7399997711182"
## [1] "2020-12-17 00:00:00 XLF -300 @ 28.7399997711182"
## [1] "2020-12-21 00:00:00 XLF 300 @ 28.7199993133545"
## [1] "2020-12-21 00:00:00 XLF 300 @ 28.7199993133545"
## [1] "2020-12-24 00:00:00 XLF -300 @ 28.9500007629395"
## [1] "2020-12-24 00:00:00 XLF -300 @ 28.9500007629395"
## [1] "2021-01-19 00:00:00 XLF 300 @ 31.0200004577637"
## [1] "2021-01-19 00:00:00 XLF 300 @ 31.0200004577637"
## [1] "2021-02-03 00:00:00 XLF -300 @ 30.2099990844727"
## [1] "2021-02-03 00:00:00 XLF -300 @ 30.2099990844727"
## [1] "2021-03-01 00:00:00 XLF 300 @ 33.3199996948242"
## [1] "2021-03-01 00:00:00 XLF 300 @ 33.3199996948242"
## [1] "2021-03-02 00:00:00 XLF -300 @ 33.2000007629395"
## [1] "2021-03-02 00:00:00 XLF -300 @ 33.2000007629395"
## [1] "2021-03-17 00:00:00 XLF 300 @ 34.439998626709"
## [1] "2021-03-17 00:00:00 XLF 300 @ 34.439998626709"
## [1] "2021-03-19 00:00:00 XLF -300 @ 34.2200012207031"
## [1] "2021-03-19 00:00:00 XLF -300 @ 34.2200012207031"
## [1] "2021-03-22 00:00:00 XLF 300 @ 33.6300010681152"
## [1] "2021-03-22 00:00:00 XLF 300 @ 33.6300010681152"
## [1] "2021-03-26 00:00:00 XLF -300 @ 34.3699989318848"
## [1] "2021-03-26 00:00:00 XLF -300 @ 34.3699989318848"
## [1] "2021-04-21 00:00:00 XLF 300 @ 35.1199989318848"
## [1] "2021-04-21 00:00:00 XLF 300 @ 35.1199989318848"
## [1] "2021-04-26 00:00:00 XLF -300 @ 35.5200004577637"
## [1] "2021-04-26 00:00:00 XLF -300 @ 35.5200004577637"
## [1] "2021-05-12 00:00:00 XLF 300 @ 36.7000007629395"
## [1] "2021-05-12 00:00:00 XLF 300 @ 36.7000007629395"
## [1] "2021-05-17 00:00:00 XLF -300 @ 37.9500007629395"
## [1] "2021-05-17 00:00:00 XLF -300 @ 37.9500007629395"
## [1] "2021-05-20 00:00:00 XLF 300 @ 37.2099990844727"
## [1] "2021-05-20 00:00:00 XLF 300 @ 37.2099990844727"
## [1] "2021-05-24 00:00:00 XLF -300 @ 37.7599983215332"
## [1] "2021-05-24 00:00:00 XLF -300 @ 37.7599983215332"
## [1] "2021-06-08 00:00:00 XLF 300 @ 38.1199989318848"
## [1] "2021-06-08 00:00:00 XLF 300 @ 38.1199989318848"
## [1] "2021-06-25 00:00:00 XLF -300 @ 36.9300003051758"
## [1] "2021-06-25 00:00:00 XLF -300 @ 36.9300003051758"
## [1] "2021-07-07 00:00:00 XLF 300 @ 36.4099998474121"
## [1] "2021-07-07 00:00:00 XLF 300 @ 36.4099998474121"
## [1] "2021-07-12 00:00:00 XLF -300 @ 37.0699996948242"
## [1] "2021-07-12 00:00:00 XLF -300 @ 37.0699996948242"
## [1] "2021-07-19 00:00:00 XLF 300 @ 35.1100006103516"
## [1] "2021-07-19 00:00:00 XLF 300 @ 35.1100006103516"
## [1] "2021-07-22 00:00:00 XLF -300 @ 36.2000007629395"
## [1] "2021-07-22 00:00:00 XLF -300 @ 36.2000007629395"
## [1] "2021-08-18 00:00:00 XLF 300 @ 37.7400016784668"
## [1] "2021-08-18 00:00:00 XLF 300 @ 37.7400016784668"
## [1] "2021-08-24 00:00:00 XLF -300 @ 38.2299995422363"
## [1] "2021-08-24 00:00:00 XLF -300 @ 38.2299995422363"
## [1] "2021-09-02 00:00:00 XLF 300 @ 38.310001373291"
## [1] "2021-09-02 00:00:00 XLF 300 @ 38.310001373291"
## [1] "2021-09-14 00:00:00 XLF -300 @ 37.5"
## [1] "2021-09-14 00:00:00 XLF -300 @ 37.5"
## [1] "2021-09-15 00:00:00 XLF 300 @ 37.8600006103516"
## [1] "2021-09-15 00:00:00 XLF 300 @ 37.8600006103516"
## [1] "2021-09-24 00:00:00 XLF -300 @ 38.2200012207031"
## [1] "2021-09-24 00:00:00 XLF -300 @ 38.2200012207031"
## [1] "2021-10-01 00:00:00 XLF 300 @ 38.1500015258789"
## [1] "2021-10-01 00:00:00 XLF 300 @ 38.1500015258789"
## [1] "2021-10-06 00:00:00 XLF -300 @ 38.5999984741211"
## [1] "2021-10-06 00:00:00 XLF -300 @ 38.5999984741211"
## [1] "2021-10-13 00:00:00 XLF 300 @ 38.2900009155273"
## [1] "2021-10-13 00:00:00 XLF 300 @ 38.2900009155273"
## [1] "2021-10-15 00:00:00 XLF -300 @ 39.5099983215332"
## [1] "2021-10-15 00:00:00 XLF -300 @ 39.5099983215332"
## [1] "2021-10-28 00:00:00 XLF 300 @ 40.4199981689453"
## [1] "2021-10-28 00:00:00 XLF 300 @ 40.4199981689453"
## [1] "2021-11-04 00:00:00 XLF -300 @ 40"
## [1] "2021-11-04 00:00:00 XLF -300 @ 40"
## [1] "2021-11-05 00:00:00 XLF 300 @ 40.0200004577637"
## [1] "2021-11-05 00:00:00 XLF 300 @ 40.0200004577637"
## [1] "2021-11-15 00:00:00 XLF -300 @ 40.1500015258789"
## [1] "2021-11-15 00:00:00 XLF -300 @ 40.1500015258789"
## [1] "2021-11-18 00:00:00 XLF 300 @ 39.4500007629395"
## [1] "2021-11-18 00:00:00 XLF 300 @ 39.4500007629395"
## [1] "2021-11-24 00:00:00 XLF -300 @ 40.0999984741211"
## [1] "2021-11-24 00:00:00 XLF -300 @ 40.0999984741211"
## [1] "2021-11-29 00:00:00 XLF 300 @ 38.8899993896484"
## [1] "2021-11-29 00:00:00 XLF 300 @ 38.8899993896484"
## [1] "2021-12-08 00:00:00 XLF -300 @ 39.0900001525879"
## [1] "2021-12-08 00:00:00 XLF -300 @ 39.0900001525879"
## [1] "2021-12-14 00:00:00 XLF 300 @ 38.8600006103516"
## [1] "2021-12-14 00:00:00 XLF 300 @ 38.8600006103516"
## [1] "2021-12-17 00:00:00 XLF -300 @ 38.5900001525879"
## [1] "2021-12-17 00:00:00 XLF -300 @ 38.5900001525879"
## [1] "2021-12-20 00:00:00 XLF 300 @ 37.6599998474121"
## [1] "2021-12-20 00:00:00 XLF 300 @ 37.6599998474121"
## [1] "2021-12-27 00:00:00 XLF -300 @ 39.2200012207031"
## [1] "2021-12-27 00:00:00 XLF -300 @ 39.2200012207031"
## [1] "2022-01-03 00:00:00 XLF 300 @ 39.5299987792969"
## [1] "2022-01-03 00:00:00 XLF 300 @ 39.5299987792969"
## [1] "2022-01-04 00:00:00 XLF -300 @ 40.5699996948242"
## [1] "2022-01-04 00:00:00 XLF -300 @ 40.5699996948242"
## [1] "2022-01-18 00:00:00 XLF 300 @ 39.9199981689453"
## [1] "2022-01-18 00:00:00 XLF 300 @ 39.9199981689453"
## [1] "2022-01-31 00:00:00 XLF -300 @ 39.060001373291"
## [1] "2022-01-31 00:00:00 XLF -300 @ 39.060001373291"
## [1] "2022-02-14 00:00:00 XLF 300 @ 39.6599998474121"
## [1] "2022-02-14 00:00:00 XLF 300 @ 39.6599998474121"
## [1] "2022-02-28 00:00:00 XLF -300 @ 38.5200004577637"
## [1] "2022-02-28 00:00:00 XLF -300 @ 38.5200004577637"
## [1] "2022-03-02 00:00:00 XLF 300 @ 38.060001373291"
## [1] "2022-03-02 00:00:00 XLF 300 @ 38.060001373291"
## [1] "2022-03-10 00:00:00 XLF -300 @ 36.6599998474121"
## [1] "2022-03-10 00:00:00 XLF -300 @ 36.6599998474121"
## [1] "2022-03-31 00:00:00 XLF 300 @ 38.3199996948242"
## [1] "2022-03-31 00:00:00 XLF 300 @ 38.3199996948242"
## [1] "2022-04-11 00:00:00 XLF -300 @ 37.7200012207031"
## [1] "2022-04-11 00:00:00 XLF -300 @ 37.7200012207031"
## [1] "2022-04-13 00:00:00 XLF 300 @ 37.310001373291"
## [1] "2022-04-13 00:00:00 XLF 300 @ 37.310001373291"
## [1] "2022-04-20 00:00:00 XLF -300 @ 37.8800010681152"
## [1] "2022-04-20 00:00:00 XLF -300 @ 37.8800010681152"
## [1] "2022-04-25 00:00:00 XLF 300 @ 36.2299995422363"
## [1] "2022-04-25 00:00:00 XLF 300 @ 36.2299995422363"
## [1] "2022-05-05 00:00:00 XLF -300 @ 34.9900016784668"
## [1] "2022-05-05 00:00:00 XLF -300 @ 34.9900016784668"
## [1] "2022-05-09 00:00:00 XLF 300 @ 33.9099998474121"
## [1] "2022-05-09 00:00:00 XLF 300 @ 33.9099998474121"
## [1] "2022-05-18 00:00:00 XLF -300 @ 33.2000007629395"
## [1] "2022-05-18 00:00:00 XLF -300 @ 33.2000007629395"
## [1] "2022-05-20 00:00:00 XLF 300 @ 32.9199981689453"
## [1] "2022-05-20 00:00:00 XLF 300 @ 32.9199981689453"
## [1] "2022-05-24 00:00:00 XLF -300 @ 33.9199981689453"
## [1] "2022-05-24 00:00:00 XLF -300 @ 33.9199981689453"
## [1] "2022-06-09 00:00:00 XLF 300 @ 33.75"
## [1] "2022-06-09 00:00:00 XLF 300 @ 33.75"
## [1] "2022-06-27 00:00:00 XLF -300 @ 32.2299995422363"
## [1] "2022-06-27 00:00:00 XLF -300 @ 32.2299995422363"
## [1] "2022-06-30 00:00:00 XLF 300 @ 31.4500007629395"
## [1] "2022-06-30 00:00:00 XLF 300 @ 31.4500007629395"
## [1] "2022-07-08 00:00:00 XLF -300 @ 32.0800018310547"
## [1] "2022-07-08 00:00:00 XLF -300 @ 32.0800018310547"
## [1] "2022-07-12 00:00:00 XLF 300 @ 31.6200008392334"
## [1] "2022-07-12 00:00:00 XLF 300 @ 31.6200008392334"
## [1] "2022-07-18 00:00:00 XLF -300 @ 31.6599998474121"
## [1] "2022-07-18 00:00:00 XLF -300 @ 31.6599998474121"
## [1] "2022-07-27 00:00:00 XLF 300 @ 33"
## [1] "2022-07-27 00:00:00 XLF 300 @ 33"
## [1] "2022-07-29 00:00:00 XLF -300 @ 33.7099990844727"
## [1] "2022-07-29 00:00:00 XLF -300 @ 33.7099990844727"
## [1] "2022-08-03 00:00:00 XLF 300 @ 33.560001373291"
## [1] "2022-08-03 00:00:00 XLF 300 @ 33.560001373291"
## [1] "2022-08-08 00:00:00 XLF -300 @ 33.6699981689453"
## [1] "2022-08-08 00:00:00 XLF -300 @ 33.6699981689453"
## [1] "2022-08-22 00:00:00 XLF 300 @ 34.189998626709"
## [1] "2022-08-22 00:00:00 XLF 300 @ 34.189998626709"
## [1] "2022-08-26 00:00:00 XLF -300 @ 33.7200012207031"
## [1] "2022-08-26 00:00:00 XLF -300 @ 33.7200012207031"
## [1] "2022-08-29 00:00:00 XLF 300 @ 33.4799995422363"
## [1] "2022-08-29 00:00:00 XLF 300 @ 33.4799995422363"
## [1] "2022-09-08 00:00:00 XLF -300 @ 34.0499992370605"
## [1] "2022-09-08 00:00:00 XLF -300 @ 34.0499992370605"
## [1] "2022-09-14 00:00:00 XLF 300 @ 33.25"
## [1] "2022-09-14 00:00:00 XLF 300 @ 33.25"
## [1] "2022-10-04 00:00:00 XLF -300 @ 32.3400001525879"
## [1] "2022-10-04 00:00:00 XLF -300 @ 32.3400001525879"
## [1] "2022-10-10 00:00:00 XLF 300 @ 30.75"
## [1] "2022-10-10 00:00:00 XLF 300 @ 30.75"
## [1] "2022-10-14 00:00:00 XLF -300 @ 31.0100002288818"
## [1] "2022-10-14 00:00:00 XLF -300 @ 31.0100002288818"
## [1] "2022-10-21 00:00:00 XLF 300 @ 32.189998626709"
## [1] "2022-10-21 00:00:00 XLF 300 @ 32.189998626709"
## [1] "2022-10-24 00:00:00 XLF -300 @ 32.6199989318848"
## [1] "2022-10-24 00:00:00 XLF -300 @ 32.6199989318848"
## [1] "2022-11-03 00:00:00 XLF 300 @ 33.2999992370605"
## [1] "2022-11-03 00:00:00 XLF 300 @ 33.2999992370605"
## [1] "2022-11-08 00:00:00 XLF -300 @ 34.4500007629395"
## [1] "2022-11-08 00:00:00 XLF -300 @ 34.4500007629395"
## [1] "2022-11-18 00:00:00 XLF 300 @ 35.3699989318848"
## [1] "2022-11-18 00:00:00 XLF 300 @ 35.3699989318848"
## [1] "2022-11-22 00:00:00 XLF -300 @ 35.8400001525879"
## [1] "2022-11-22 00:00:00 XLF -300 @ 35.8400001525879"
## [1] "2022-11-29 00:00:00 XLF 300 @ 35.7000007629395"
## [1] "2022-11-29 00:00:00 XLF 300 @ 35.7000007629395"
## [1] "2022-12-01 00:00:00 XLF -300 @ 36.0999984741211"
## [1] "2022-12-01 00:00:00 XLF -300 @ 36.0999984741211"
## [1] "2022-12-06 00:00:00 XLF 300 @ 34.7299995422363"
## [1] "2022-12-06 00:00:00 XLF 300 @ 34.7299995422363"
## [1] "2022-12-13 00:00:00 XLF -300 @ 35.0800018310547"
## [1] "2022-12-13 00:00:00 XLF -300 @ 35.0800018310547"
## [1] "2022-12-15 00:00:00 XLF 300 @ 33.9599990844727"
## [1] "2022-12-15 00:00:00 XLF 300 @ 33.9599990844727"
## [1] "2022-12-22 00:00:00 XLF -300 @ 33.7599983215332"
## [1] "2022-12-22 00:00:00 XLF -300 @ 33.7599983215332"
## [1] "2023-01-19 00:00:00 XLF 300 @ 34.7999992370605"
## [1] "2023-01-19 00:00:00 XLF 300 @ 34.7999992370605"
## [1] "2023-01-24 00:00:00 XLF -300 @ 35.7799987792969"
## [1] "2023-01-24 00:00:00 XLF -300 @ 35.7799987792969"
## [1] "2023-02-10 00:00:00 XLF 300 @ 36.4900016784668"
## [1] "2023-02-10 00:00:00 XLF 300 @ 36.4900016784668"
## [1] "2023-02-14 00:00:00 XLF -300 @ 36.7099990844727"
## [1] "2023-02-14 00:00:00 XLF -300 @ 36.7099990844727"
## [1] "2023-02-17 00:00:00 XLF 300 @ 36.3899993896484"
## [1] "2023-02-17 00:00:00 XLF 300 @ 36.3899993896484"
## [1] "2023-03-01 00:00:00 XLF -300 @ 35.5999984741211"
## [1] "2023-03-01 00:00:00 XLF -300 @ 35.5999984741211"
## [1] "2023-03-02 00:00:00 XLF 300 @ 35.4300003051758"
## [1] "2023-03-02 00:00:00 XLF 300 @ 35.4300003051758"
## [1] "2023-03-06 00:00:00 XLF -300 @ 36.0200004577637"
## [1] "2023-03-06 00:00:00 XLF -300 @ 36.0200004577637"
## [1] "2023-03-08 00:00:00 XLF 300 @ 34.9599990844727"
## [1] "2023-03-08 00:00:00 XLF 300 @ 34.9599990844727"
## [1] "2023-03-22 00:00:00 XLF -300 @ 31.2199993133545"
## [1] "2023-03-22 00:00:00 XLF -300 @ 31.2199993133545"
## [1] "2023-03-24 00:00:00 XLF 300 @ 30.9899997711182"
## [1] "2023-03-24 00:00:00 XLF 300 @ 30.9899997711182"
## [1] "2023-03-28 00:00:00 XLF -300 @ 31.4099998474121"
## [1] "2023-03-28 00:00:00 XLF -300 @ 31.4099998474121"
## [1] "2023-04-06 00:00:00 XLF 300 @ 31.9899997711182"
## [1] "2023-04-06 00:00:00 XLF 300 @ 31.9899997711182"
## [1] "2023-04-11 00:00:00 XLF -300 @ 32.3400001525879"
## [1] "2023-04-11 00:00:00 XLF -300 @ 32.3400001525879"
## [1] "2023-04-24 00:00:00 XLF 300 @ 33.1399993896484"
## [1] "2023-04-24 00:00:00 XLF 300 @ 33.1399993896484"
## [1] "2023-05-01 00:00:00 XLF -300 @ 33.0800018310547"
## [1] "2023-05-01 00:00:00 XLF -300 @ 33.0800018310547"
## [1] "2023-05-03 00:00:00 XLF 300 @ 31.9599990844727"
## [1] "2023-05-03 00:00:00 XLF 300 @ 31.9599990844727"
## [1] "2023-05-16 00:00:00 XLF -300 @ 31.8600006103516"
## [1] "2023-05-16 00:00:00 XLF -300 @ 31.8600006103516"
## [1] "2023-05-17 00:00:00 XLF 300 @ 32.5"
## [1] "2023-05-17 00:00:00 XLF 300 @ 32.5"
## [1] "2023-05-18 00:00:00 XLF -300 @ 32.7400016784668"
## [1] "2023-05-18 00:00:00 XLF -300 @ 32.7400016784668"
## [1] "2023-05-24 00:00:00 XLF 300 @ 31.8600006103516"
## [1] "2023-05-24 00:00:00 XLF 300 @ 31.8600006103516"
## [1] "2023-06-05 00:00:00 XLF -300 @ 32.6300010681152"
## [1] "2023-06-05 00:00:00 XLF -300 @ 32.6300010681152"
## [1] "2023-06-21 00:00:00 XLF 300 @ 33.1399993896484"
## [1] "2023-06-21 00:00:00 XLF 300 @ 33.1399993896484"
## [1] "2023-06-30 00:00:00 XLF -300 @ 33.7099990844727"
## [1] "2023-06-30 00:00:00 XLF -300 @ 33.7099990844727"
## [1] "2023-07-07 00:00:00 XLF 300 @ 33.5900001525879"
## [1] "2023-07-07 00:00:00 XLF 300 @ 33.5900001525879"
## [1] "2023-07-11 00:00:00 XLF -300 @ 34.1399993896484"
## [1] "2023-07-11 00:00:00 XLF -300 @ 34.1399993896484"
## [1] "2023-07-28 00:00:00 XLF 300 @ 35.2000007629395"
## [1] "2023-07-28 00:00:00 XLF 300 @ 35.2000007629395"
## [1] "2023-08-08 00:00:00 XLF -300 @ 35.0800018310547"
## [1] "2023-08-08 00:00:00 XLF -300 @ 35.0800018310547"
## [1] "2023-08-10 00:00:00 XLF 300 @ 34.8499984741211"
## [1] "2023-08-10 00:00:00 XLF 300 @ 34.8499984741211"
## [1] "2023-08-29 00:00:00 XLF -300 @ 34.4900016784668"
## [1] "2023-08-29 00:00:00 XLF -300 @ 34.4900016784668"
## [1] "2023-09-08 00:00:00 XLF 300 @ 34.2999992370605"
## [1] "2023-09-08 00:00:00 XLF 300 @ 34.2999992370605"
## [1] "2023-09-12 00:00:00 XLF -300 @ 34.689998626709"
## [1] "2023-09-12 00:00:00 XLF -300 @ 34.689998626709"
## [1] "2023-09-21 00:00:00 XLF 300 @ 33.9199981689453"
## [1] "2023-09-21 00:00:00 XLF 300 @ 33.9199981689453"
## [1] "2023-10-09 00:00:00 XLF -300 @ 33.060001373291"
## [1] "2023-10-09 00:00:00 XLF -300 @ 33.060001373291"
## [1] "2023-10-19 00:00:00 XLF 300 @ 32.7000007629395"
## [1] "2023-10-19 00:00:00 XLF 300 @ 32.7000007629395"
## [1] "2023-11-01 00:00:00 XLF -300 @ 32.5699996948242"
## [1] "2023-11-01 00:00:00 XLF -300 @ 32.5699996948242"
## [1] "2023-12-07 00:00:00 XLF 300 @ 35.939998626709"
## [1] "2023-12-07 00:00:00 XLF 300 @ 35.939998626709"
## [1] "2023-12-11 00:00:00 XLF -300 @ 36.3499984741211"
## [1] "2023-12-11 00:00:00 XLF -300 @ 36.3499984741211"
## [1] "2023-12-21 00:00:00 XLF 300 @ 37.2599983215332"
## [1] "2023-12-21 00:00:00 XLF 300 @ 37.2599983215332"
## [1] "2023-12-27 00:00:00 XLF -300 @ 37.6100006103516"
## [1] "2023-12-27 00:00:00 XLF -300 @ 37.6100006103516"
## [1] "2024-01-04 00:00:00 XLF 300 @ 37.5900001525879"
## [1] "2024-01-04 00:00:00 XLF 300 @ 37.5900001525879"
## [1] "2024-01-08 00:00:00 XLF -300 @ 37.9900016784668"
## [1] "2024-01-08 00:00:00 XLF -300 @ 37.9900016784668"
## [1] "2024-01-12 00:00:00 XLF 300 @ 37.5999984741211"
## [1] "2024-01-12 00:00:00 XLF 300 @ 37.5999984741211"
## [1] "2024-01-22 00:00:00 XLF -300 @ 38.1100006103516"
## [1] "2024-01-22 00:00:00 XLF -300 @ 38.1100006103516"
## [1] "2024-02-14 00:00:00 XLF 300 @ 39.0999984741211"
## [1] "2024-02-14 00:00:00 XLF 300 @ 39.0999984741211"
## [1] "2024-02-16 00:00:00 XLF -300 @ 39.6300010681152"
## [1] "2024-02-16 00:00:00 XLF -300 @ 39.6300010681152"
## [1] "2024-03-26 00:00:00 XLF 300 @ 41.4000015258789"
## [1] "2024-03-26 00:00:00 XLF 300 @ 41.4000015258789"
## [1] "2024-03-28 00:00:00 XLF -300 @ 42.1199989318848"
## [1] "2024-03-28 00:00:00 XLF -300 @ 42.1199989318848"
## [1] "2024-04-03 00:00:00 XLF 300 @ 41.6500015258789"
## [1] "2024-04-03 00:00:00 XLF 300 @ 41.6500015258789"
## [1] "2024-04-09 00:00:00 XLF -300 @ 41.5099983215332"
## [1] "2024-04-09 00:00:00 XLF -300 @ 41.5099983215332"
## [1] "2024-04-11 00:00:00 XLF 300 @ 40.5999984741211"
## [1] "2024-04-11 00:00:00 XLF 300 @ 40.5999984741211"
## [1] "2024-04-22 00:00:00 XLF -300 @ 40.8699989318848"
## [1] "2024-04-22 00:00:00 XLF -300 @ 40.8699989318848"
## [1] "2024-04-30 00:00:00 XLF 300 @ 40.3600006103516"
## [1] "2024-04-30 00:00:00 XLF 300 @ 40.3600006103516"
## [1] "2024-05-06 00:00:00 XLF -300 @ 41.0699996948242"
## [1] "2024-05-06 00:00:00 XLF -300 @ 41.0699996948242"
## [1] "2024-05-21 00:00:00 XLF 300 @ 42.1800003051758"
## [1] "2024-05-21 00:00:00 XLF 300 @ 42.1800003051758"
## [1] "2024-06-03 00:00:00 XLF -300 @ 41.3800010681152"
## [1] "2024-06-03 00:00:00 XLF -300 @ 41.3800010681152"
## [1] "2024-06-12 00:00:00 XLF 300 @ 40.810001373291"
## [1] "2024-06-12 00:00:00 XLF 300 @ 40.810001373291"
## [1] "2024-06-18 00:00:00 XLF -300 @ 41.2700004577637"
## [1] "2024-06-18 00:00:00 XLF -300 @ 41.2700004577637"
## [1] "2024-06-27 00:00:00 XLF 300 @ 40.9700012207031"
## [1] "2024-06-27 00:00:00 XLF 300 @ 40.9700012207031"
## [1] "2024-07-02 00:00:00 XLF -300 @ 41.6800003051758"
## [1] "2024-07-02 00:00:00 XLF -300 @ 41.6800003051758"
## [1] "2024-07-22 00:00:00 XLF 300 @ 43.0900001525879"
## [1] "2024-07-22 00:00:00 XLF 300 @ 43.0900001525879"
## [1] "2024-07-29 00:00:00 XLF -300 @ 43.3499984741211"
## [1] "2024-07-29 00:00:00 XLF -300 @ 43.3499984741211"
## [1] "2024-08-02 00:00:00 XLF 300 @ 42.060001373291"
## [1] "2024-08-02 00:00:00 XLF 300 @ 42.060001373291"
## [1] "2024-08-09 00:00:00 XLF -300 @ 42.4000015258789"
## [1] "2024-08-09 00:00:00 XLF -300 @ 42.4000015258789"
## [1] "2024-09-06 00:00:00 XLF 300 @ 44.2900009155273"
## [1] "2024-09-06 00:00:00 XLF 300 @ 44.2900009155273"
## [1] "2024-09-17 00:00:00 XLF -300 @ 45.3300018310547"
## [1] "2024-09-17 00:00:00 XLF -300 @ 45.3300018310547"
## [1] "2024-09-25 00:00:00 XLF 300 @ 44.7900009155273"
## [1] "2024-09-25 00:00:00 XLF 300 @ 44.7900009155273"
## [1] "2024-10-01 00:00:00 XLF -300 @ 45.0800018310547"
## [1] "2024-10-01 00:00:00 XLF -300 @ 45.0800018310547"
## [1] "2024-10-04 00:00:00 XLF 300 @ 45.6500015258789"
## [1] "2024-10-04 00:00:00 XLF 300 @ 45.6500015258789"
## [1] "2024-10-07 00:00:00 XLF -300 @ 45.0900001525879"
## [1] "2024-10-07 00:00:00 XLF -300 @ 45.0900001525879"
## [1] "2024-10-22 00:00:00 XLF 300 @ 47.1500015258789"
## [1] "2024-10-22 00:00:00 XLF 300 @ 47.1500015258789"
## [1] "2024-11-07 00:00:00 XLF -300 @ 48.75"
## [1] "2024-11-07 00:00:00 XLF -300 @ 48.75"
## [1] "2024-11-21 00:00:00 XLF 300 @ 50.1699981689453"
## [1] "2024-11-21 00:00:00 XLF 300 @ 50.1699981689453"
## [1] "2024-11-22 00:00:00 XLF -300 @ 50.7299995422363"
## [1] "2024-11-22 00:00:00 XLF -300 @ 50.7299995422363"
## [1] "2024-12-03 00:00:00 XLF 300 @ 50.4500007629395"
## [1] "2024-12-03 00:00:00 XLF 300 @ 50.4500007629395"
## [1] "2024-12-26 00:00:00 XLF -300 @ 49.1100006103516"
## [1] "2024-12-26 00:00:00 XLF -300 @ 49.1100006103516"
## [1] "2024-12-31 00:00:00 XLF 300 @ 48.3300018310547"
## [1] "2024-12-31 00:00:00 XLF 300 @ 48.3300018310547"
## [1] "2025-01-06 00:00:00 XLF -300 @ 48.439998626709"
## [1] "2025-01-06 00:00:00 XLF -300 @ 48.439998626709"
## [1] "2025-01-13 00:00:00 XLF 300 @ 47.6599998474121"
## [1] "2025-01-13 00:00:00 XLF 300 @ 47.6599998474121"
## [1] "2025-01-15 00:00:00 XLF -300 @ 49.4799995422363"
## [1] "2025-01-15 00:00:00 XLF -300 @ 49.4799995422363"
## [1] "2025-02-04 00:00:00 XLF 300 @ 51.1399993896484"
## [1] "2025-02-04 00:00:00 XLF 300 @ 51.1399993896484"
## [1] "2025-02-06 00:00:00 XLF -300 @ 52.1100006103516"
## [1] "2025-02-06 00:00:00 XLF -300 @ 52.1100006103516"
## [1] "2025-02-11 00:00:00 XLF 300 @ 51.5400009155273"
## [1] "2025-02-11 00:00:00 XLF 300 @ 51.5400009155273"
## [1] "2025-02-14 00:00:00 XLF -300 @ 51.7999992370605"
## [1] "2025-02-14 00:00:00 XLF -300 @ 51.7999992370605"
## [1] "2025-02-21 00:00:00 XLF 300 @ 50.75"
## [1] "2025-02-21 00:00:00 XLF 300 @ 50.75"
## [1] "2025-02-28 00:00:00 XLF -300 @ 52.1800003051758"
## [1] "2025-02-28 00:00:00 XLF -300 @ 52.1800003051758"
## [1] "2025-03-05 00:00:00 XLF 300 @ 50.2099990844727"
## [1] "2025-03-05 00:00:00 XLF 300 @ 50.2099990844727"
## [1] "2025-03-17 00:00:00 XLF -300 @ 49.0900001525879"
## [1] "2025-03-17 00:00:00 XLF -300 @ 49.0900001525879"
## [1] "2025-03-31 00:00:00 XLF 300 @ 49.810001373291"
## [1] "2025-03-31 00:00:00 XLF 300 @ 49.810001373291"
## [1] "2025-04-03 00:00:00 XLF -300 @ 47.689998626709"
## [1] "2025-04-03 00:00:00 XLF -300 @ 47.689998626709"
## [1] "2025-04-04 00:00:00 XLF 300 @ 44.2000007629395"
## [1] "2025-04-04 00:00:00 XLF 300 @ 44.2000007629395"
## [1] "2025-04-10 00:00:00 XLF -300 @ 45.9099998474121"
## [1] "2025-04-10 00:00:00 XLF -300 @ 45.9099998474121"
## [1] "2025-04-22 00:00:00 XLF 300 @ 47.1599998474121"
## [1] "2025-04-22 00:00:00 XLF 300 @ 47.1599998474121"
## [1] "2025-04-23 00:00:00 XLF -300 @ 47.7200012207031"
## [1] "2025-04-23 00:00:00 XLF -300 @ 47.7200012207031"
## [1] "2025-05-22 00:00:00 XLF 300 @ 50.2299995422363"
## [1] "2025-05-22 00:00:00 XLF 300 @ 50.2299995422363"
## [1] "2025-05-28 00:00:00 XLF -300 @ 50.5900001525879"
## [1] "2025-05-28 00:00:00 XLF -300 @ 50.5900001525879"
## [1] "2025-06-05 00:00:00 XLF 300 @ 50.6500015258789"
## [1] "2025-06-05 00:00:00 XLF 300 @ 50.6500015258789"
## [1] "2025-06-09 00:00:00 XLF -300 @ 51"
## [1] "2025-06-09 00:00:00 XLF -300 @ 51"
## [1] "2025-06-16 00:00:00 XLF 300 @ 50.5299987792969"
## [1] "2025-06-16 00:00:00 XLF 300 @ 50.5299987792969"
## [1] "2025-06-24 00:00:00 XLF -300 @ 51.5800018310547"
## [1] "2025-06-24 00:00:00 XLF -300 @ 51.5800018310547"
## [1] "2025-07-09 00:00:00 XLF 300 @ 52.4000015258789"
## [1] "2025-07-09 00:00:00 XLF 300 @ 52.4000015258789"
## [1] "2025-07-11 00:00:00 XLF -300 @ 52.1599998474121"
## [1] "2025-07-11 00:00:00 XLF -300 @ 52.1599998474121"
## [1] "1999-01-06 00:00:00 XLI -300 @ 25.25"
## [1] "1999-01-13 00:00:00 XLI 300 @ 24.0625"
## [1] "1999-01-13 00:00:00 XLI 300 @ 24.0625"
## [1] "1999-01-28 00:00:00 XLI -300 @ 24.140625"
## [1] "1999-01-28 00:00:00 XLI -300 @ 24.140625"
## [1] "1999-02-03 00:00:00 XLI 300 @ 24.375"
## [1] "1999-02-03 00:00:00 XLI 300 @ 24.375"
## [1] "1999-02-04 00:00:00 XLI -300 @ 24.40625"
## [1] "1999-02-04 00:00:00 XLI -300 @ 24.40625"
## [1] "1999-02-10 00:00:00 XLI 300 @ 24.171875"
## [1] "1999-02-10 00:00:00 XLI 300 @ 24.171875"
## [1] "1999-02-12 00:00:00 XLI -300 @ 24.359375"
## [1] "1999-02-12 00:00:00 XLI -300 @ 24.359375"
## [1] "1999-02-26 00:00:00 XLI 300 @ 24.515625"
## [1] "1999-02-26 00:00:00 XLI 300 @ 24.515625"
## [1] "1999-03-05 00:00:00 XLI -300 @ 25.171875"
## [1] "1999-03-05 00:00:00 XLI -300 @ 25.171875"
## [1] "1999-03-17 00:00:00 XLI 300 @ 25.21875"
## [1] "1999-03-17 00:00:00 XLI 300 @ 25.21875"
## [1] "1999-03-22 00:00:00 XLI -300 @ 25.15625"
## [1] "1999-03-22 00:00:00 XLI -300 @ 25.15625"
## [1] "1999-03-23 00:00:00 XLI 300 @ 24.5625"
## [1] "1999-03-23 00:00:00 XLI 300 @ 24.5625"
## [1] "1999-03-30 00:00:00 XLI -300 @ 25.21875"
## [1] "1999-03-30 00:00:00 XLI -300 @ 25.21875"
## [1] "1999-04-01 00:00:00 XLI 300 @ 25.203125"
## [1] "1999-04-01 00:00:00 XLI 300 @ 25.203125"
## [1] "1999-04-06 00:00:00 XLI -300 @ 25.609375"
## [1] "1999-04-06 00:00:00 XLI -300 @ 25.609375"
## [1] "1999-05-14 00:00:00 XLI 300 @ 29.125"
## [1] "1999-05-14 00:00:00 XLI 300 @ 29.125"
## [1] "1999-06-03 00:00:00 XLI -300 @ 28.8125"
## [1] "1999-06-03 00:00:00 XLI -300 @ 28.8125"
## [1] "1999-06-11 00:00:00 XLI 300 @ 28.765625"
## [1] "1999-06-11 00:00:00 XLI 300 @ 28.765625"
## [1] "1999-06-15 00:00:00 XLI -300 @ 29.203125"
## [1] "1999-06-15 00:00:00 XLI -300 @ 29.203125"
## [1] "1999-06-23 00:00:00 XLI 300 @ 29.578125"
## [1] "1999-06-23 00:00:00 XLI 300 @ 29.578125"
## [1] "1999-07-01 00:00:00 XLI -300 @ 29.828125"
## [1] "1999-07-01 00:00:00 XLI -300 @ 29.828125"
## [1] "1999-07-08 00:00:00 XLI 300 @ 29.890625"
## [1] "1999-07-08 00:00:00 XLI 300 @ 29.890625"
## [1] "1999-07-16 00:00:00 XLI -300 @ 29.953125"
## [1] "1999-07-16 00:00:00 XLI -300 @ 29.953125"
## [1] "1999-07-23 00:00:00 XLI 300 @ 29.65625"
## [1] "1999-07-23 00:00:00 XLI 300 @ 29.65625"
## [1] "1999-07-28 00:00:00 XLI -300 @ 29.65625"
## [1] "1999-07-28 00:00:00 XLI -300 @ 29.65625"
## [1] "1999-07-30 00:00:00 XLI 300 @ 28.71875"
## [1] "1999-07-30 00:00:00 XLI 300 @ 28.71875"
## [1] "1999-08-12 00:00:00 XLI -300 @ 28.515625"
## [1] "1999-08-12 00:00:00 XLI -300 @ 28.515625"
## [1] "1999-08-20 00:00:00 XLI 300 @ 29.171875"
## [1] "1999-08-20 00:00:00 XLI 300 @ 29.171875"
## [1] "1999-08-24 00:00:00 XLI -300 @ 29.8125"
## [1] "1999-08-24 00:00:00 XLI -300 @ 29.8125"
## [1] "1999-08-30 00:00:00 XLI 300 @ 28.890625"
## [1] "1999-08-30 00:00:00 XLI 300 @ 28.890625"
## [1] "1999-09-07 00:00:00 XLI -300 @ 29.8125"
## [1] "1999-09-07 00:00:00 XLI -300 @ 29.8125"
## [1] "1999-09-14 00:00:00 XLI 300 @ 29.125"
## [1] "1999-09-14 00:00:00 XLI 300 @ 29.125"
## [1] "1999-09-20 00:00:00 XLI -300 @ 29.359375"
## [1] "1999-09-20 00:00:00 XLI -300 @ 29.359375"
## [1] "1999-09-22 00:00:00 XLI 300 @ 28.890625"
## [1] "1999-09-22 00:00:00 XLI 300 @ 28.890625"
## [1] "1999-10-01 00:00:00 XLI -300 @ 28.359375"
## [1] "1999-10-01 00:00:00 XLI -300 @ 28.359375"
## [1] "1999-10-13 00:00:00 XLI 300 @ 28.015625"
## [1] "1999-10-13 00:00:00 XLI 300 @ 28.015625"
## [1] "1999-10-25 00:00:00 XLI -300 @ 27.4375"
## [1] "1999-10-25 00:00:00 XLI -300 @ 27.4375"
## [1] "1999-11-02 00:00:00 XLI 300 @ 27.75"
## [1] "1999-11-02 00:00:00 XLI 300 @ 27.75"
## [1] "1999-11-10 00:00:00 XLI -300 @ 27.578125"
## [1] "1999-11-10 00:00:00 XLI -300 @ 27.578125"
## [1] "1999-11-11 00:00:00 XLI 300 @ 27.6875"
## [1] "1999-11-11 00:00:00 XLI 300 @ 27.6875"
## [1] "1999-11-15 00:00:00 XLI -300 @ 28.03125"
## [1] "1999-11-15 00:00:00 XLI -300 @ 28.03125"
## [1] "1999-11-23 00:00:00 XLI 300 @ 28.21875"
## [1] "1999-11-23 00:00:00 XLI 300 @ 28.21875"
## [1] "1999-12-06 00:00:00 XLI -300 @ 28.03125"
## [1] "1999-12-06 00:00:00 XLI -300 @ 28.03125"
## [1] "1999-12-08 00:00:00 XLI 300 @ 27.984375"
## [1] "1999-12-08 00:00:00 XLI 300 @ 27.984375"
## [1] "1999-12-20 00:00:00 XLI -300 @ 27.671875"
## [1] "1999-12-20 00:00:00 XLI -300 @ 27.671875"
## [1] "2000-01-04 00:00:00 XLI 300 @ 28.046875"
## [1] "2000-01-04 00:00:00 XLI 300 @ 28.046875"
## [1] "2000-01-10 00:00:00 XLI -300 @ 29.375"
## [1] "2000-01-10 00:00:00 XLI -300 @ 29.375"
## [1] "2000-01-13 00:00:00 XLI 300 @ 29.203125"
## [1] "2000-01-13 00:00:00 XLI 300 @ 29.203125"
## [1] "2000-02-16 00:00:00 XLI -300 @ 26.265625"
## [1] "2000-02-16 00:00:00 XLI -300 @ 26.265625"
## [1] "2000-02-22 00:00:00 XLI 300 @ 26.21875"
## [1] "2000-02-22 00:00:00 XLI 300 @ 26.21875"
## [1] "2000-03-06 00:00:00 XLI -300 @ 26.234375"
## [1] "2000-03-06 00:00:00 XLI -300 @ 26.234375"
## [1] "2000-03-08 00:00:00 XLI 300 @ 25.453125"
## [1] "2000-03-08 00:00:00 XLI 300 @ 25.453125"
## [1] "2000-03-16 00:00:00 XLI -300 @ 27.6875"
## [1] "2000-03-16 00:00:00 XLI -300 @ 27.6875"
## [1] "2000-04-05 00:00:00 XLI 300 @ 28.890625"
## [1] "2000-04-05 00:00:00 XLI 300 @ 28.890625"
## [1] "2000-04-10 00:00:00 XLI -300 @ 29.625"
## [1] "2000-04-10 00:00:00 XLI -300 @ 29.625"
## [1] "2000-04-17 00:00:00 XLI 300 @ 28.265625"
## [1] "2000-04-17 00:00:00 XLI 300 @ 28.265625"
## [1] "2000-04-24 00:00:00 XLI -300 @ 28.75"
## [1] "2000-04-24 00:00:00 XLI -300 @ 28.75"
## [1] "2000-05-04 00:00:00 XLI 300 @ 29.046875"
## [1] "2000-05-04 00:00:00 XLI 300 @ 29.046875"
## [1] "2000-05-12 00:00:00 XLI -300 @ 30.09375"
## [1] "2000-05-12 00:00:00 XLI -300 @ 30.09375"
## [1] "2000-05-22 00:00:00 XLI 300 @ 29.171875"
## [1] "2000-05-22 00:00:00 XLI 300 @ 29.171875"
## [1] "2000-06-01 00:00:00 XLI -300 @ 29.734375"
## [1] "2000-06-01 00:00:00 XLI -300 @ 29.734375"
## [1] "2000-06-08 00:00:00 XLI 300 @ 29.078125"
## [1] "2000-06-08 00:00:00 XLI 300 @ 29.078125"
## [1] "2000-06-16 00:00:00 XLI -300 @ 28.984375"
## [1] "2000-06-16 00:00:00 XLI -300 @ 28.984375"
## [1] "2000-06-19 00:00:00 XLI 300 @ 28.6875"
## [1] "2000-06-19 00:00:00 XLI 300 @ 28.6875"
## [1] "2000-06-27 00:00:00 XLI -300 @ 28.375"
## [1] "2000-06-27 00:00:00 XLI -300 @ 28.375"
## [1] "2000-07-25 00:00:00 XLI 300 @ 29.84375"
## [1] "2000-07-25 00:00:00 XLI 300 @ 29.84375"
## [1] "2000-08-07 00:00:00 XLI -300 @ 30.078125"
## [1] "2000-08-07 00:00:00 XLI -300 @ 30.078125"
## [1] "2000-08-17 00:00:00 XLI 300 @ 30.8125"
## [1] "2000-08-17 00:00:00 XLI 300 @ 30.8125"
## [1] "2000-08-22 00:00:00 XLI -300 @ 31.09375"
## [1] "2000-08-22 00:00:00 XLI -300 @ 31.09375"
## [1] "2000-08-31 00:00:00 XLI 300 @ 31.5625"
## [1] "2000-08-31 00:00:00 XLI 300 @ 31.5625"
## [1] "2000-09-05 00:00:00 XLI -300 @ 31.84375"
## [1] "2000-09-05 00:00:00 XLI -300 @ 31.84375"
## [1] "2000-09-11 00:00:00 XLI 300 @ 31.28125"
## [1] "2000-09-11 00:00:00 XLI 300 @ 31.28125"
## [1] "2000-09-26 00:00:00 XLI -300 @ 30.625"
## [1] "2000-09-26 00:00:00 XLI -300 @ 30.625"
## [1] "2000-10-03 00:00:00 XLI 300 @ 30.84375"
## [1] "2000-10-03 00:00:00 XLI 300 @ 30.84375"
## [1] "2000-10-04 00:00:00 XLI -300 @ 31.0625"
## [1] "2000-10-04 00:00:00 XLI -300 @ 31.0625"
## [1] "2000-10-09 00:00:00 XLI 300 @ 30.4375"
## [1] "2000-10-09 00:00:00 XLI 300 @ 30.4375"
## [1] "2000-10-17 00:00:00 XLI -300 @ 29.3125"
## [1] "2000-10-17 00:00:00 XLI -300 @ 29.3125"
## [1] "2000-10-19 00:00:00 XLI 300 @ 29.28125"
## [1] "2000-10-19 00:00:00 XLI 300 @ 29.28125"
## [1] "2000-10-24 00:00:00 XLI -300 @ 30.25"
## [1] "2000-10-24 00:00:00 XLI -300 @ 30.25"
## [1] "2000-11-13 00:00:00 XLI 300 @ 30.09375"
## [1] "2000-11-13 00:00:00 XLI 300 @ 30.09375"
## [1] "2000-11-17 00:00:00 XLI -300 @ 30.78125"
## [1] "2000-11-17 00:00:00 XLI -300 @ 30.78125"
## [1] "2000-11-21 00:00:00 XLI 300 @ 30.71875"
## [1] "2000-11-21 00:00:00 XLI 300 @ 30.71875"
## [1] "2000-12-05 00:00:00 XLI -300 @ 32.421875"
## [1] "2000-12-05 00:00:00 XLI -300 @ 32.421875"
## [1] "2000-12-14 00:00:00 XLI 300 @ 30.875"
## [1] "2000-12-14 00:00:00 XLI 300 @ 30.875"
## [1] "2000-12-26 00:00:00 XLI -300 @ 30.5"
## [1] "2000-12-26 00:00:00 XLI -300 @ 30.5"
## [1] "2001-01-03 00:00:00 XLI 300 @ 31.15625"
## [1] "2001-01-03 00:00:00 XLI 300 @ 31.15625"
## [1] "2001-01-05 00:00:00 XLI -300 @ 30.5"
## [1] "2001-01-05 00:00:00 XLI -300 @ 30.5"
## [1] "2001-01-09 00:00:00 XLI 300 @ 30.34375"
## [1] "2001-01-09 00:00:00 XLI 300 @ 30.34375"
## [1] "2001-01-12 00:00:00 XLI -300 @ 30.90625"
## [1] "2001-01-12 00:00:00 XLI -300 @ 30.90625"
## [1] "2001-01-23 00:00:00 XLI 300 @ 31.375"
## [1] "2001-01-23 00:00:00 XLI 300 @ 31.375"
## [1] "2001-01-24 00:00:00 XLI -300 @ 31.203125"
## [1] "2001-01-24 00:00:00 XLI -300 @ 31.203125"
## [1] "2001-01-29 00:00:00 XLI 300 @ 30.7999992370605"
## [1] "2001-01-29 00:00:00 XLI 300 @ 30.7999992370605"
## [1] "2001-01-31 00:00:00 XLI -300 @ 31.3700008392334"
## [1] "2001-01-31 00:00:00 XLI -300 @ 31.3700008392334"
## [1] "2001-02-02 00:00:00 XLI 300 @ 30.8600006103516"
## [1] "2001-02-02 00:00:00 XLI 300 @ 30.8600006103516"
## [1] "2001-02-07 00:00:00 XLI -300 @ 30.8899993896484"
## [1] "2001-02-07 00:00:00 XLI -300 @ 30.8899993896484"
## [1] "2001-02-08 00:00:00 XLI 300 @ 30.8500003814697"
## [1] "2001-02-08 00:00:00 XLI 300 @ 30.8500003814697"
## [1] "2001-02-14 00:00:00 XLI -300 @ 30.4699993133545"
## [1] "2001-02-14 00:00:00 XLI -300 @ 30.4699993133545"
## [1] "2001-02-20 00:00:00 XLI 300 @ 30.1900005340576"
## [1] "2001-02-20 00:00:00 XLI 300 @ 30.1900005340576"
## [1] "2001-02-27 00:00:00 XLI -300 @ 30.0200004577637"
## [1] "2001-02-27 00:00:00 XLI -300 @ 30.0200004577637"
## [1] "2001-03-01 00:00:00 XLI 300 @ 29.2800006866455"
## [1] "2001-03-01 00:00:00 XLI 300 @ 29.2800006866455"
## [1] "2001-03-06 00:00:00 XLI -300 @ 30.25"
## [1] "2001-03-06 00:00:00 XLI -300 @ 30.25"
## [1] "2001-03-12 00:00:00 XLI 300 @ 28.5"
## [1] "2001-03-12 00:00:00 XLI 300 @ 28.5"
## [1] "2001-03-27 00:00:00 XLI -300 @ 26.9899997711182"
## [1] "2001-03-27 00:00:00 XLI -300 @ 26.9899997711182"
## [1] "2001-04-03 00:00:00 XLI 300 @ 25.2999992370605"
## [1] "2001-04-03 00:00:00 XLI 300 @ 25.2999992370605"
## [1] "2001-04-06 00:00:00 XLI -300 @ 26.3600006103516"
## [1] "2001-04-06 00:00:00 XLI -300 @ 26.3600006103516"
## [1] "2001-04-24 00:00:00 XLI 300 @ 28.6399993896484"
## [1] "2001-04-24 00:00:00 XLI 300 @ 28.6399993896484"
## [1] "2001-04-26 00:00:00 XLI -300 @ 29.7199993133545"
## [1] "2001-04-26 00:00:00 XLI -300 @ 29.7199993133545"
## [1] "2001-05-04 00:00:00 XLI 300 @ 29.9200000762939"
## [1] "2001-05-04 00:00:00 XLI 300 @ 29.9200000762939"
## [1] "2001-05-08 00:00:00 XLI -300 @ 30.0799999237061"
## [1] "2001-05-08 00:00:00 XLI -300 @ 30.0799999237061"
## [1] "2001-05-24 00:00:00 XLI 300 @ 31.6299991607666"
## [1] "2001-05-24 00:00:00 XLI 300 @ 31.6299991607666"
## [1] "2001-06-06 00:00:00 XLI -300 @ 30.9500007629395"
## [1] "2001-06-06 00:00:00 XLI -300 @ 30.9500007629395"
## [1] "2001-06-11 00:00:00 XLI 300 @ 30.1800003051758"
## [1] "2001-06-11 00:00:00 XLI 300 @ 30.1800003051758"
## [1] "2001-07-03 00:00:00 XLI -300 @ 29.5"
## [1] "2001-07-03 00:00:00 XLI -300 @ 29.5"
## [1] "2001-07-09 00:00:00 XLI 300 @ 28.8199996948242"
## [1] "2001-07-09 00:00:00 XLI 300 @ 28.8199996948242"
## [1] "2001-07-13 00:00:00 XLI -300 @ 29"
## [1] "2001-07-13 00:00:00 XLI -300 @ 29"
## [1] "2001-07-24 00:00:00 XLI 300 @ 28.1599998474121"
## [1] "2001-07-24 00:00:00 XLI 300 @ 28.1599998474121"
## [1] "2001-07-30 00:00:00 XLI -300 @ 28.8400001525879"
## [1] "2001-07-30 00:00:00 XLI -300 @ 28.8400001525879"
## [1] "2001-08-07 00:00:00 XLI 300 @ 28.7600002288818"
## [1] "2001-08-07 00:00:00 XLI 300 @ 28.7600002288818"
## [1] "2001-08-13 00:00:00 XLI -300 @ 28.7700004577637"
## [1] "2001-08-13 00:00:00 XLI -300 @ 28.7700004577637"
## [1] "2001-08-20 00:00:00 XLI 300 @ 28.3500003814697"
## [1] "2001-08-20 00:00:00 XLI 300 @ 28.3500003814697"
## [1] "2001-08-27 00:00:00 XLI -300 @ 28.8600006103516"
## [1] "2001-08-27 00:00:00 XLI -300 @ 28.8600006103516"
## [1] "2001-08-29 00:00:00 XLI 300 @ 28.1200008392334"
## [1] "2001-08-29 00:00:00 XLI 300 @ 28.1200008392334"
## [1] "2001-09-25 00:00:00 XLI -300 @ 23.2800006866455"
## [1] "2001-09-25 00:00:00 XLI -300 @ 23.2800006866455"
## [1] "2001-10-09 00:00:00 XLI 300 @ 24.1299991607666"
## [1] "2001-10-09 00:00:00 XLI 300 @ 24.1299991607666"
## [1] "2001-10-11 00:00:00 XLI -300 @ 25.2999992370605"
## [1] "2001-10-11 00:00:00 XLI -300 @ 25.2999992370605"
## [1] "2001-10-18 00:00:00 XLI 300 @ 24.4799995422363"
## [1] "2001-10-18 00:00:00 XLI 300 @ 24.4799995422363"
## [1] "2001-10-23 00:00:00 XLI -300 @ 24.7199993133545"
## [1] "2001-10-23 00:00:00 XLI -300 @ 24.7199993133545"
## [1] "2001-10-30 00:00:00 XLI 300 @ 24.2099990844727"
## [1] "2001-10-30 00:00:00 XLI 300 @ 24.2099990844727"
## [1] "2001-11-05 00:00:00 XLI -300 @ 25.3400001525879"
## [1] "2001-11-05 00:00:00 XLI -300 @ 25.3400001525879"
## [1] "2001-11-13 00:00:00 XLI 300 @ 26.1499996185303"
## [1] "2001-11-13 00:00:00 XLI 300 @ 26.1499996185303"
## [1] "2001-11-14 00:00:00 XLI -300 @ 26.2800006866455"
## [1] "2001-11-14 00:00:00 XLI -300 @ 26.2800006866455"
## [1] "2001-11-29 00:00:00 XLI 300 @ 26.5499992370605"
## [1] "2001-11-29 00:00:00 XLI 300 @ 26.5499992370605"
## [1] "2001-12-06 00:00:00 XLI -300 @ 27.4899997711182"
## [1] "2001-12-06 00:00:00 XLI -300 @ 27.4899997711182"
## [1] "2001-12-11 00:00:00 XLI 300 @ 26.6499996185303"
## [1] "2001-12-11 00:00:00 XLI 300 @ 26.6499996185303"
## [1] "2001-12-19 00:00:00 XLI -300 @ 27.6200008392334"
## [1] "2001-12-19 00:00:00 XLI -300 @ 27.6200008392334"
## [1] "2002-01-02 00:00:00 XLI 300 @ 27.7000007629395"
## [1] "2002-01-02 00:00:00 XLI 300 @ 27.7000007629395"
## [1] "2002-01-25 00:00:00 XLI -300 @ 26.2900009155273"
## [1] "2002-01-25 00:00:00 XLI -300 @ 26.2900009155273"
## [1] "2002-01-30 00:00:00 XLI 300 @ 25.5499992370605"
## [1] "2002-01-30 00:00:00 XLI 300 @ 25.5499992370605"
## [1] "2002-02-11 00:00:00 XLI -300 @ 25.4300003051758"
## [1] "2002-02-11 00:00:00 XLI -300 @ 25.4300003051758"
## [1] "2002-03-14 00:00:00 XLI 300 @ 28.1299991607666"
## [1] "2002-03-14 00:00:00 XLI 300 @ 28.1299991607666"
## [1] "2002-03-20 00:00:00 XLI -300 @ 27.9500007629395"
## [1] "2002-03-20 00:00:00 XLI -300 @ 27.9500007629395"
## [1] "2002-03-22 00:00:00 XLI 300 @ 27.2299995422363"
## [1] "2002-03-22 00:00:00 XLI 300 @ 27.2299995422363"
## [1] "2002-04-01 00:00:00 XLI -300 @ 27.2299995422363"
## [1] "2002-04-01 00:00:00 XLI -300 @ 27.2299995422363"
## [1] "2002-04-03 00:00:00 XLI 300 @ 26.6000003814697"
## [1] "2002-04-03 00:00:00 XLI 300 @ 26.6000003814697"
## [1] "2002-04-09 00:00:00 XLI -300 @ 27.1200008392334"
## [1] "2002-04-09 00:00:00 XLI -300 @ 27.1200008392334"
## [1] "2002-04-12 00:00:00 XLI 300 @ 26.8199996948242"
## [1] "2002-04-12 00:00:00 XLI 300 @ 26.8199996948242"
## [1] "2002-05-03 00:00:00 XLI -300 @ 25.5400009155273"
## [1] "2002-05-03 00:00:00 XLI -300 @ 25.5400009155273"
## [1] "2002-05-07 00:00:00 XLI 300 @ 24.8400001525879"
## [1] "2002-05-07 00:00:00 XLI 300 @ 24.8400001525879"
## [1] "2002-05-09 00:00:00 XLI -300 @ 25.4300003051758"
## [1] "2002-05-09 00:00:00 XLI -300 @ 25.4300003051758"
## [1] "2002-05-13 00:00:00 XLI 300 @ 25.2099990844727"
## [1] "2002-05-13 00:00:00 XLI 300 @ 25.2099990844727"
## [1] "2002-05-15 00:00:00 XLI -300 @ 25.8700008392334"
## [1] "2002-05-15 00:00:00 XLI -300 @ 25.8700008392334"
## [1] "2002-05-22 00:00:00 XLI 300 @ 25.7600002288818"
## [1] "2002-05-22 00:00:00 XLI 300 @ 25.7600002288818"
## [1] "2002-05-24 00:00:00 XLI -300 @ 25.9500007629395"
## [1] "2002-05-24 00:00:00 XLI -300 @ 25.9500007629395"
## [1] "2002-05-29 00:00:00 XLI 300 @ 25.3700008392334"
## [1] "2002-05-29 00:00:00 XLI 300 @ 25.3700008392334"
## [1] "2002-06-18 00:00:00 XLI -300 @ 24.7399997711182"
## [1] "2002-06-18 00:00:00 XLI -300 @ 24.7399997711182"
## [1] "2002-06-24 00:00:00 XLI 300 @ 24.0200004577637"
## [1] "2002-06-24 00:00:00 XLI 300 @ 24.0200004577637"
## [1] "2002-07-08 00:00:00 XLI -300 @ 23.5400009155273"
## [1] "2002-07-08 00:00:00 XLI -300 @ 23.5400009155273"
## [1] "2002-07-10 00:00:00 XLI 300 @ 22.3899993896484"
## [1] "2002-07-10 00:00:00 XLI 300 @ 22.3899993896484"
## [1] "2002-07-29 00:00:00 XLI -300 @ 22.2800006866455"
## [1] "2002-07-29 00:00:00 XLI -300 @ 22.2800006866455"
## [1] "2002-08-05 00:00:00 XLI 300 @ 20.5"
## [1] "2002-08-05 00:00:00 XLI 300 @ 20.5"
## [1] "2002-08-08 00:00:00 XLI -300 @ 22.3600006103516"
## [1] "2002-08-08 00:00:00 XLI -300 @ 22.3600006103516"
## [1] "2002-08-14 00:00:00 XLI 300 @ 22.2199993133545"
## [1] "2002-08-14 00:00:00 XLI 300 @ 22.2199993133545"
## [1] "2002-08-16 00:00:00 XLI -300 @ 22.3799991607666"
## [1] "2002-08-16 00:00:00 XLI -300 @ 22.3799991607666"
## [1] "2002-08-26 00:00:00 XLI 300 @ 22.9400005340576"
## [1] "2002-08-26 00:00:00 XLI 300 @ 22.9400005340576"
## [1] "2002-09-11 00:00:00 XLI -300 @ 21.8999996185303"
## [1] "2002-09-11 00:00:00 XLI -300 @ 21.8999996185303"
## [1] "2002-09-13 00:00:00 XLI 300 @ 21.0799999237061"
## [1] "2002-09-13 00:00:00 XLI 300 @ 21.0799999237061"
## [1] "2002-09-27 00:00:00 XLI -300 @ 19.7099990844727"
## [1] "2002-09-27 00:00:00 XLI -300 @ 19.7099990844727"
## [1] "2002-09-30 00:00:00 XLI 300 @ 19.5200004577637"
## [1] "2002-09-30 00:00:00 XLI 300 @ 19.5200004577637"
## [1] "2002-10-02 00:00:00 XLI -300 @ 19.6700000762939"
## [1] "2002-10-02 00:00:00 XLI -300 @ 19.6700000762939"
## [1] "2002-10-04 00:00:00 XLI 300 @ 19"
## [1] "2002-10-04 00:00:00 XLI 300 @ 19"
## [1] "2002-10-14 00:00:00 XLI -300 @ 19.3700008392334"
## [1] "2002-10-14 00:00:00 XLI -300 @ 19.3700008392334"
## [1] "2002-10-25 00:00:00 XLI 300 @ 20.7600002288818"
## [1] "2002-10-25 00:00:00 XLI 300 @ 20.7600002288818"
## [1] "2002-11-04 00:00:00 XLI -300 @ 20.7700004577637"
## [1] "2002-11-04 00:00:00 XLI -300 @ 20.7700004577637"
## [1] "2002-11-11 00:00:00 XLI 300 @ 20.2000007629395"
## [1] "2002-11-11 00:00:00 XLI 300 @ 20.2000007629395"
## [1] "2002-11-15 00:00:00 XLI -300 @ 20.4500007629395"
## [1] "2002-11-15 00:00:00 XLI -300 @ 20.4500007629395"
## [1] "2002-11-19 00:00:00 XLI 300 @ 20.3299999237061"
## [1] "2002-11-19 00:00:00 XLI 300 @ 20.3299999237061"
## [1] "2002-11-21 00:00:00 XLI -300 @ 21.4799995422363"
## [1] "2002-11-21 00:00:00 XLI -300 @ 21.4799995422363"
## [1] "2002-11-27 00:00:00 XLI 300 @ 21.6000003814697"
## [1] "2002-11-27 00:00:00 XLI 300 @ 21.6000003814697"
## [1] "2002-11-29 00:00:00 XLI -300 @ 21.5499992370605"
## [1] "2002-11-29 00:00:00 XLI -300 @ 21.5499992370605"
## [1] "2002-12-04 00:00:00 XLI 300 @ 21.2600002288818"
## [1] "2002-12-04 00:00:00 XLI 300 @ 21.2600002288818"
## [1] "2002-12-17 00:00:00 XLI -300 @ 20.7900009155273"
## [1] "2002-12-17 00:00:00 XLI -300 @ 20.7900009155273"
## [1] "2002-12-20 00:00:00 XLI 300 @ 20.8199996948242"
## [1] "2002-12-20 00:00:00 XLI 300 @ 20.8199996948242"
## [1] "2003-01-03 00:00:00 XLI -300 @ 21.1900005340576"
## [1] "2003-01-03 00:00:00 XLI -300 @ 21.1900005340576"
## [1] "2003-01-09 00:00:00 XLI 300 @ 21.2700004577637"
## [1] "2003-01-09 00:00:00 XLI 300 @ 21.2700004577637"
## [1] "2003-02-04 00:00:00 XLI -300 @ 19.4799995422363"
## [1] "2003-02-04 00:00:00 XLI -300 @ 19.4799995422363"
## [1] "2003-02-07 00:00:00 XLI 300 @ 19.1499996185303"
## [1] "2003-02-07 00:00:00 XLI 300 @ 19.1499996185303"
## [1] "2003-02-19 00:00:00 XLI -300 @ 19.2999992370605"
## [1] "2003-02-19 00:00:00 XLI -300 @ 19.2999992370605"
## [1] "2003-02-25 00:00:00 XLI 300 @ 19.1499996185303"
## [1] "2003-02-25 00:00:00 XLI 300 @ 19.1499996185303"
## [1] "2003-03-14 00:00:00 XLI -300 @ 19.0499992370605"
## [1] "2003-03-14 00:00:00 XLI -300 @ 19.0499992370605"
## [1] "2003-03-28 00:00:00 XLI 300 @ 19.6200008392334"
## [1] "2003-03-28 00:00:00 XLI 300 @ 19.6200008392334"
## [1] "2003-04-03 00:00:00 XLI -300 @ 20"
## [1] "2003-04-03 00:00:00 XLI -300 @ 20"
## [1] "2003-04-10 00:00:00 XLI 300 @ 19.9099998474121"
## [1] "2003-04-10 00:00:00 XLI 300 @ 19.9099998474121"
## [1] "2003-04-15 00:00:00 XLI -300 @ 20.4500007629395"
## [1] "2003-04-15 00:00:00 XLI -300 @ 20.4500007629395"
## [1] "2003-05-09 00:00:00 XLI 300 @ 21.4500007629395"
## [1] "2003-05-09 00:00:00 XLI 300 @ 21.4500007629395"
## [1] "2003-05-12 00:00:00 XLI -300 @ 21.6100006103516"
## [1] "2003-05-12 00:00:00 XLI -300 @ 21.6100006103516"
## [1] "2003-05-20 00:00:00 XLI 300 @ 21.1599998474121"
## [1] "2003-05-20 00:00:00 XLI 300 @ 21.1599998474121"
## [1] "2003-05-27 00:00:00 XLI -300 @ 21.7999992370605"
## [1] "2003-05-27 00:00:00 XLI -300 @ 21.7999992370605"
## [1] "2003-06-20 00:00:00 XLI 300 @ 22.9200000762939"
## [1] "2003-06-20 00:00:00 XLI 300 @ 22.9200000762939"
## [1] "2003-07-03 00:00:00 XLI -300 @ 22.4799995422363"
## [1] "2003-07-03 00:00:00 XLI -300 @ 22.4799995422363"
## [1] "2003-07-11 00:00:00 XLI 300 @ 22.6299991607666"
## [1] "2003-07-11 00:00:00 XLI 300 @ 22.6299991607666"
## [1] "2003-07-21 00:00:00 XLI -300 @ 22.5"
## [1] "2003-07-21 00:00:00 XLI -300 @ 22.5"
## [1] "2003-08-06 00:00:00 XLI 300 @ 22.5699996948242"
## [1] "2003-08-06 00:00:00 XLI 300 @ 22.5699996948242"
## [1] "2003-08-12 00:00:00 XLI -300 @ 23.1399993896484"
## [1] "2003-08-12 00:00:00 XLI -300 @ 23.1399993896484"
## [1] "2003-08-26 00:00:00 XLI 300 @ 23.8700008392334"
## [1] "2003-08-26 00:00:00 XLI 300 @ 23.8700008392334"
## [1] "2003-08-29 00:00:00 XLI -300 @ 24.0300006866455"
## [1] "2003-08-29 00:00:00 XLI -300 @ 24.0300006866455"
## [1] "2003-09-08 00:00:00 XLI 300 @ 24.4099998474121"
## [1] "2003-09-08 00:00:00 XLI 300 @ 24.4099998474121"
## [1] "2003-09-17 00:00:00 XLI -300 @ 24.2999992370605"
## [1] "2003-09-17 00:00:00 XLI -300 @ 24.2999992370605"
## [1] "2003-09-23 00:00:00 XLI 300 @ 24.1700000762939"
## [1] "2003-09-23 00:00:00 XLI 300 @ 24.1700000762939"
## [1] "2003-10-02 00:00:00 XLI -300 @ 23.8600006103516"
## [1] "2003-10-02 00:00:00 XLI -300 @ 23.8600006103516"
## [1] "2003-10-20 00:00:00 XLI 300 @ 24.2999992370605"
## [1] "2003-10-20 00:00:00 XLI 300 @ 24.2999992370605"
## [1] "2003-10-29 00:00:00 XLI -300 @ 24.5"
## [1] "2003-10-29 00:00:00 XLI -300 @ 24.5"
## [1] "2003-11-11 00:00:00 XLI 300 @ 24.6200008392334"
## [1] "2003-11-11 00:00:00 XLI 300 @ 24.6200008392334"
## [1] "2003-11-13 00:00:00 XLI -300 @ 25.0100002288818"
## [1] "2003-11-13 00:00:00 XLI -300 @ 25.0100002288818"
## [1] "2003-11-18 00:00:00 XLI 300 @ 24.6299991607666"
## [1] "2003-11-18 00:00:00 XLI 300 @ 24.6299991607666"
## [1] "2003-11-25 00:00:00 XLI -300 @ 25.1900005340576"
## [1] "2003-11-25 00:00:00 XLI -300 @ 25.1900005340576"
## [1] "2003-12-08 00:00:00 XLI 300 @ 25.6800003051758"
## [1] "2003-12-08 00:00:00 XLI 300 @ 25.6800003051758"
## [1] "2003-12-09 00:00:00 XLI -300 @ 25.6800003051758"
## [1] "2003-12-09 00:00:00 XLI -300 @ 25.6800003051758"
## [1] "2004-01-12 00:00:00 XLI 300 @ 26.9899997711182"
## [1] "2004-01-12 00:00:00 XLI 300 @ 26.9899997711182"
## [1] "2004-01-15 00:00:00 XLI -300 @ 27.2900009155273"
## [1] "2004-01-15 00:00:00 XLI -300 @ 27.2900009155273"
## [1] "2004-01-26 00:00:00 XLI 300 @ 27.7700004577637"
## [1] "2004-01-26 00:00:00 XLI 300 @ 27.7700004577637"
## [1] "2004-01-27 00:00:00 XLI -300 @ 27.5"
## [1] "2004-01-27 00:00:00 XLI -300 @ 27.5"
## [1] "2004-01-29 00:00:00 XLI 300 @ 27.0799999237061"
## [1] "2004-01-29 00:00:00 XLI 300 @ 27.0799999237061"
## [1] "2004-02-09 00:00:00 XLI -300 @ 27.0499992370605"
## [1] "2004-02-09 00:00:00 XLI -300 @ 27.0499992370605"
## [1] "2004-02-20 00:00:00 XLI 300 @ 26.9899997711182"
## [1] "2004-02-20 00:00:00 XLI 300 @ 26.9899997711182"
## [1] "2004-03-02 00:00:00 XLI -300 @ 26.8799991607666"
## [1] "2004-03-02 00:00:00 XLI -300 @ 26.8799991607666"
## [1] "2004-03-09 00:00:00 XLI 300 @ 26.3899993896484"
## [1] "2004-03-09 00:00:00 XLI 300 @ 26.3899993896484"
## [1] "2004-03-18 00:00:00 XLI -300 @ 26.2700004577637"
## [1] "2004-03-18 00:00:00 XLI -300 @ 26.2700004577637"
## [1] "2004-03-22 00:00:00 XLI 300 @ 25.5"
## [1] "2004-03-22 00:00:00 XLI 300 @ 25.5"
## [1] "2004-03-26 00:00:00 XLI -300 @ 25.9899997711182"
## [1] "2004-03-26 00:00:00 XLI -300 @ 25.9899997711182"
## [1] "2004-04-12 00:00:00 XLI 300 @ 27.2199993133545"
## [1] "2004-04-12 00:00:00 XLI 300 @ 27.2199993133545"
## [1] "2004-04-13 00:00:00 XLI -300 @ 26.7999992370605"
## [1] "2004-04-13 00:00:00 XLI -300 @ 26.7999992370605"
## [1] "2004-04-14 00:00:00 XLI 300 @ 26.7800006866455"
## [1] "2004-04-14 00:00:00 XLI 300 @ 26.7800006866455"
## [1] "2004-04-19 00:00:00 XLI -300 @ 26.9500007629395"
## [1] "2004-04-19 00:00:00 XLI -300 @ 26.9500007629395"
## [1] "2004-04-21 00:00:00 XLI 300 @ 26.8500003814697"
## [1] "2004-04-21 00:00:00 XLI 300 @ 26.8500003814697"
## [1] "2004-04-23 00:00:00 XLI -300 @ 27.3199996948242"
## [1] "2004-04-23 00:00:00 XLI -300 @ 27.3199996948242"
## [1] "2004-04-29 00:00:00 XLI 300 @ 26.6000003814697"
## [1] "2004-04-29 00:00:00 XLI 300 @ 26.6000003814697"
## [1] "2004-05-05 00:00:00 XLI -300 @ 26.8299999237061"
## [1] "2004-05-05 00:00:00 XLI -300 @ 26.8299999237061"
## [1] "2004-05-10 00:00:00 XLI 300 @ 25.8400001525879"
## [1] "2004-05-10 00:00:00 XLI 300 @ 25.8400001525879"
## [1] "2004-05-24 00:00:00 XLI -300 @ 26.4200000762939"
## [1] "2004-05-24 00:00:00 XLI -300 @ 26.4200000762939"
## [1] "2004-06-29 00:00:00 XLI 300 @ 28.4799995422363"
## [1] "2004-06-29 00:00:00 XLI 300 @ 28.4799995422363"
## [1] "2004-07-01 00:00:00 XLI -300 @ 28.2299995422363"
## [1] "2004-07-01 00:00:00 XLI -300 @ 28.2299995422363"
## [1] "2004-07-02 00:00:00 XLI 300 @ 27.9899997711182"
## [1] "2004-07-02 00:00:00 XLI 300 @ 27.9899997711182"
## [1] "2004-07-13 00:00:00 XLI -300 @ 28.1499996185303"
## [1] "2004-07-13 00:00:00 XLI -300 @ 28.1499996185303"
## [1] "2004-07-20 00:00:00 XLI 300 @ 28.1800003051758"
## [1] "2004-07-20 00:00:00 XLI 300 @ 28.1800003051758"
## [1] "2004-07-29 00:00:00 XLI -300 @ 27.8999996185303"
## [1] "2004-07-29 00:00:00 XLI -300 @ 27.8999996185303"
## [1] "2004-08-06 00:00:00 XLI 300 @ 26.7099990844727"
## [1] "2004-08-06 00:00:00 XLI 300 @ 26.7099990844727"
## [1] "2004-08-17 00:00:00 XLI -300 @ 27.2199993133545"
## [1] "2004-08-17 00:00:00 XLI -300 @ 27.2199993133545"
## [1] "2004-08-31 00:00:00 XLI 300 @ 27.8799991607666"
## [1] "2004-08-31 00:00:00 XLI 300 @ 27.8799991607666"
## [1] "2004-09-03 00:00:00 XLI -300 @ 28.1900005340576"
## [1] "2004-09-03 00:00:00 XLI -300 @ 28.1900005340576"
## [1] "2004-09-16 00:00:00 XLI 300 @ 28.3799991607666"
## [1] "2004-09-16 00:00:00 XLI 300 @ 28.3799991607666"
## [1] "2004-09-20 00:00:00 XLI -300 @ 28.4400005340576"
## [1] "2004-09-20 00:00:00 XLI -300 @ 28.4400005340576"
## [1] "2004-09-23 00:00:00 XLI 300 @ 27.8799991607666"
## [1] "2004-09-23 00:00:00 XLI 300 @ 27.8799991607666"
## [1] "2004-09-30 00:00:00 XLI -300 @ 28.3799991607666"
## [1] "2004-09-30 00:00:00 XLI -300 @ 28.3799991607666"
## [1] "2004-10-11 00:00:00 XLI 300 @ 28.3999996185303"
## [1] "2004-10-11 00:00:00 XLI 300 @ 28.3999996185303"
## [1] "2004-10-27 00:00:00 XLI -300 @ 28.6000003814697"
## [1] "2004-10-27 00:00:00 XLI -300 @ 28.6000003814697"
## [1] "2004-11-17 00:00:00 XLI 300 @ 30.5599994659424"
## [1] "2004-11-17 00:00:00 XLI 300 @ 30.5599994659424"
## [1] "2004-11-18 00:00:00 XLI -300 @ 30.7299995422363"
## [1] "2004-11-18 00:00:00 XLI -300 @ 30.7299995422363"
## [1] "2004-11-22 00:00:00 XLI 300 @ 30.4300003051758"
## [1] "2004-11-22 00:00:00 XLI 300 @ 30.4300003051758"
## [1] "2004-11-26 00:00:00 XLI -300 @ 30.5200004577637"
## [1] "2004-11-26 00:00:00 XLI -300 @ 30.5200004577637"
## [1] "2004-11-30 00:00:00 XLI 300 @ 30.4699993133545"
## [1] "2004-11-30 00:00:00 XLI 300 @ 30.4699993133545"
## [1] "2004-12-02 00:00:00 XLI -300 @ 30.8799991607666"
## [1] "2004-12-02 00:00:00 XLI -300 @ 30.8799991607666"
## [1] "2004-12-07 00:00:00 XLI 300 @ 30.4699993133545"
## [1] "2004-12-07 00:00:00 XLI 300 @ 30.4699993133545"
## [1] "2004-12-10 00:00:00 XLI -300 @ 30.8500003814697"
## [1] "2004-12-10 00:00:00 XLI -300 @ 30.8500003814697"
## [1] "2004-12-20 00:00:00 XLI 300 @ 30.9400005340576"
## [1] "2004-12-20 00:00:00 XLI 300 @ 30.9400005340576"
## [1] "2004-12-22 00:00:00 XLI -300 @ 31.2099990844727"
## [1] "2004-12-22 00:00:00 XLI -300 @ 31.2099990844727"
## [1] "2004-12-28 00:00:00 XLI 300 @ 31.2399997711182"
## [1] "2004-12-28 00:00:00 XLI 300 @ 31.2399997711182"
## [1] "2005-01-19 00:00:00 XLI -300 @ 29.9699993133545"
## [1] "2005-01-19 00:00:00 XLI -300 @ 29.9699993133545"
## [1] "2005-01-20 00:00:00 XLI 300 @ 29.7000007629395"
## [1] "2005-01-20 00:00:00 XLI 300 @ 29.7000007629395"
## [1] "2005-01-27 00:00:00 XLI -300 @ 29.8400001525879"
## [1] "2005-01-27 00:00:00 XLI -300 @ 29.8400001525879"
## [1] "2005-02-10 00:00:00 XLI 300 @ 30.4200000762939"
## [1] "2005-02-10 00:00:00 XLI 300 @ 30.4200000762939"
## [1] "2005-02-14 00:00:00 XLI -300 @ 30.5900001525879"
## [1] "2005-02-14 00:00:00 XLI -300 @ 30.5900001525879"
## [1] "2005-02-18 00:00:00 XLI 300 @ 30.5"
## [1] "2005-02-18 00:00:00 XLI 300 @ 30.5"
## [1] "2005-02-25 00:00:00 XLI -300 @ 30.7299995422363"
## [1] "2005-02-25 00:00:00 XLI -300 @ 30.7299995422363"
## [1] "2005-03-10 00:00:00 XLI 300 @ 31.1000003814697"
## [1] "2005-03-10 00:00:00 XLI 300 @ 31.1000003814697"
## [1] "2005-03-15 00:00:00 XLI -300 @ 31.0200004577637"
## [1] "2005-03-15 00:00:00 XLI -300 @ 31.0200004577637"
## [1] "2005-03-17 00:00:00 XLI 300 @ 30.6499996185303"
## [1] "2005-03-17 00:00:00 XLI 300 @ 30.6499996185303"
## [1] "2005-04-08 00:00:00 XLI -300 @ 30.2099990844727"
## [1] "2005-04-08 00:00:00 XLI -300 @ 30.2099990844727"
## [1] "2005-04-14 00:00:00 XLI 300 @ 29.5300006866455"
## [1] "2005-04-14 00:00:00 XLI 300 @ 29.5300006866455"
## [1] "2005-04-22 00:00:00 XLI -300 @ 29.2900009155273"
## [1] "2005-04-22 00:00:00 XLI -300 @ 29.2900009155273"
## [1] "2005-04-29 00:00:00 XLI 300 @ 29.3199996948242"
## [1] "2005-04-29 00:00:00 XLI 300 @ 29.3199996948242"
## [1] "2005-05-03 00:00:00 XLI -300 @ 29.2700004577637"
## [1] "2005-05-03 00:00:00 XLI -300 @ 29.2700004577637"
## [1] "2005-05-11 00:00:00 XLI 300 @ 29.6399993896484"
## [1] "2005-05-11 00:00:00 XLI 300 @ 29.6399993896484"
## [1] "2005-05-17 00:00:00 XLI -300 @ 29.7800006866455"
## [1] "2005-05-17 00:00:00 XLI -300 @ 29.7800006866455"
## [1] "2005-05-26 00:00:00 XLI 300 @ 30.3500003814697"
## [1] "2005-05-26 00:00:00 XLI 300 @ 30.3500003814697"
## [1] "2005-06-08 00:00:00 XLI -300 @ 30.1800003051758"
## [1] "2005-06-08 00:00:00 XLI -300 @ 30.1800003051758"
## [1] "2005-06-09 00:00:00 XLI 300 @ 30.1900005340576"
## [1] "2005-06-09 00:00:00 XLI 300 @ 30.1900005340576"
## [1] "2005-06-20 00:00:00 XLI -300 @ 30.25"
## [1] "2005-06-20 00:00:00 XLI -300 @ 30.25"
## [1] "2005-06-23 00:00:00 XLI 300 @ 29.4799995422363"
## [1] "2005-06-23 00:00:00 XLI 300 @ 29.4799995422363"
## [1] "2005-06-29 00:00:00 XLI -300 @ 29.5699996948242"
## [1] "2005-06-29 00:00:00 XLI -300 @ 29.5699996948242"
## [1] "2005-07-01 00:00:00 XLI 300 @ 29.4799995422363"
## [1] "2005-07-01 00:00:00 XLI 300 @ 29.4799995422363"
## [1] "2005-07-11 00:00:00 XLI -300 @ 29.8700008392334"
## [1] "2005-07-11 00:00:00 XLI -300 @ 29.8700008392334"
## [1] "2005-07-26 00:00:00 XLI 300 @ 30.4300003051758"
## [1] "2005-07-26 00:00:00 XLI 300 @ 30.4300003051758"
## [1] "2005-07-28 00:00:00 XLI -300 @ 30.7199993133545"
## [1] "2005-07-28 00:00:00 XLI -300 @ 30.7199993133545"
## [1] "2005-08-03 00:00:00 XLI 300 @ 30.3799991607666"
## [1] "2005-08-03 00:00:00 XLI 300 @ 30.3799991607666"
## [1] "2005-08-12 00:00:00 XLI -300 @ 30.2700004577637"
## [1] "2005-08-12 00:00:00 XLI -300 @ 30.2700004577637"
## [1] "2005-08-17 00:00:00 XLI 300 @ 30.0599994659424"
## [1] "2005-08-17 00:00:00 XLI 300 @ 30.0599994659424"
## [1] "2005-08-23 00:00:00 XLI -300 @ 29.9699993133545"
## [1] "2005-08-23 00:00:00 XLI -300 @ 29.9699993133545"
## [1] "2005-08-24 00:00:00 XLI 300 @ 29.7299995422363"
## [1] "2005-08-24 00:00:00 XLI 300 @ 29.7299995422363"
## [1] "2005-09-07 00:00:00 XLI -300 @ 30.2299995422363"
## [1] "2005-09-07 00:00:00 XLI -300 @ 30.2299995422363"
## [1] "2005-09-15 00:00:00 XLI 300 @ 30.0200004577637"
## [1] "2005-09-15 00:00:00 XLI 300 @ 30.0200004577637"
## [1] "2005-09-26 00:00:00 XLI -300 @ 29.7099990844727"
## [1] "2005-09-26 00:00:00 XLI -300 @ 29.7099990844727"
## [1] "2005-10-05 00:00:00 XLI 300 @ 29.3400001525879"
## [1] "2005-10-05 00:00:00 XLI 300 @ 29.3400001525879"
## [1] "2005-10-10 00:00:00 XLI -300 @ 29.5699996948242"
## [1] "2005-10-10 00:00:00 XLI -300 @ 29.5699996948242"
## [1] "2005-10-12 00:00:00 XLI 300 @ 29.4099998474121"
## [1] "2005-10-12 00:00:00 XLI 300 @ 29.4099998474121"
## [1] "2005-10-17 00:00:00 XLI -300 @ 29.6900005340576"
## [1] "2005-10-17 00:00:00 XLI -300 @ 29.6900005340576"
## [1] "2005-10-24 00:00:00 XLI 300 @ 29.7399997711182"
## [1] "2005-10-24 00:00:00 XLI 300 @ 29.7399997711182"
## [1] "2005-10-25 00:00:00 XLI -300 @ 29.7000007629395"
## [1] "2005-10-25 00:00:00 XLI -300 @ 29.7000007629395"
## [1] "2005-10-27 00:00:00 XLI 300 @ 29.1800003051758"
## [1] "2005-10-27 00:00:00 XLI 300 @ 29.1800003051758"
## [1] "2005-10-31 00:00:00 XLI -300 @ 29.7299995422363"
## [1] "2005-10-31 00:00:00 XLI -300 @ 29.7299995422363"
## [1] "2005-11-29 00:00:00 XLI 300 @ 31.5100002288818"
## [1] "2005-11-29 00:00:00 XLI 300 @ 31.5100002288818"
## [1] "2005-12-02 00:00:00 XLI -300 @ 31.6900005340576"
## [1] "2005-12-02 00:00:00 XLI -300 @ 31.6900005340576"
## [1] "2005-12-06 00:00:00 XLI 300 @ 31.6499996185303"
## [1] "2005-12-06 00:00:00 XLI 300 @ 31.6499996185303"
## [1] "2005-12-15 00:00:00 XLI -300 @ 31.8099994659424"
## [1] "2005-12-15 00:00:00 XLI -300 @ 31.8099994659424"
## [1] "2005-12-20 00:00:00 XLI 300 @ 31.3799991607666"
## [1] "2005-12-20 00:00:00 XLI 300 @ 31.3799991607666"
## [1] "2005-12-23 00:00:00 XLI -300 @ 31.8400001525879"
## [1] "2005-12-23 00:00:00 XLI -300 @ 31.8400001525879"
## [1] "2005-12-28 00:00:00 XLI 300 @ 31.6100006103516"
## [1] "2005-12-28 00:00:00 XLI 300 @ 31.6100006103516"
## [1] "2006-01-05 00:00:00 XLI -300 @ 31.6599998474121"
## [1] "2006-01-05 00:00:00 XLI -300 @ 31.6599998474121"
## [1] "2006-01-13 00:00:00 XLI 300 @ 31.6200008392334"
## [1] "2006-01-13 00:00:00 XLI 300 @ 31.6200008392334"
## [1] "2006-01-20 00:00:00 XLI -300 @ 30.9599990844727"
## [1] "2006-01-20 00:00:00 XLI -300 @ 30.9599990844727"
## [1] "2006-01-23 00:00:00 XLI 300 @ 30.9799995422363"
## [1] "2006-01-23 00:00:00 XLI 300 @ 30.9799995422363"
## [1] "2006-01-27 00:00:00 XLI -300 @ 31.6200008392334"
## [1] "2006-01-27 00:00:00 XLI -300 @ 31.6200008392334"
## [1] "2006-02-06 00:00:00 XLI 300 @ 31.5499992370605"
## [1] "2006-02-06 00:00:00 XLI 300 @ 31.5499992370605"
## [1] "2006-02-10 00:00:00 XLI -300 @ 31.8600006103516"
## [1] "2006-02-10 00:00:00 XLI -300 @ 31.8600006103516"
## [1] "2006-03-01 00:00:00 XLI 300 @ 32.75"
## [1] "2006-03-01 00:00:00 XLI 300 @ 32.75"
## [1] "2006-03-13 00:00:00 XLI -300 @ 32.8300018310547"
## [1] "2006-03-13 00:00:00 XLI -300 @ 32.8300018310547"
## [1] "2006-03-29 00:00:00 XLI 300 @ 33.810001373291"
## [1] "2006-03-29 00:00:00 XLI 300 @ 33.810001373291"
## [1] "2006-03-30 00:00:00 XLI -300 @ 33.810001373291"
## [1] "2006-03-30 00:00:00 XLI -300 @ 33.810001373291"
## [1] "2006-04-10 00:00:00 XLI 300 @ 33.8300018310547"
## [1] "2006-04-10 00:00:00 XLI 300 @ 33.8300018310547"
## [1] "2006-04-13 00:00:00 XLI -300 @ 33.8600006103516"
## [1] "2006-04-13 00:00:00 XLI -300 @ 33.8600006103516"
## [1] "2006-04-18 00:00:00 XLI 300 @ 34.5"
## [1] "2006-04-18 00:00:00 XLI 300 @ 34.5"
## [1] "2006-04-19 00:00:00 XLI -300 @ 34.7200012207031"
## [1] "2006-04-19 00:00:00 XLI -300 @ 34.7200012207031"
## [1] "2006-04-26 00:00:00 XLI 300 @ 34.7900009155273"
## [1] "2006-04-26 00:00:00 XLI 300 @ 34.7900009155273"
## [1] "2006-05-03 00:00:00 XLI -300 @ 34.9099998474121"
## [1] "2006-05-03 00:00:00 XLI -300 @ 34.9099998474121"
## [1] "2006-05-12 00:00:00 XLI 300 @ 34.9300003051758"
## [1] "2006-05-12 00:00:00 XLI 300 @ 34.9300003051758"
## [1] "2006-05-30 00:00:00 XLI -300 @ 33.7000007629395"
## [1] "2006-05-30 00:00:00 XLI -300 @ 33.7000007629395"
## [1] "2006-05-31 00:00:00 XLI 300 @ 33.939998626709"
## [1] "2006-05-31 00:00:00 XLI 300 @ 33.939998626709"
## [1] "2006-06-02 00:00:00 XLI -300 @ 34.3400001525879"
## [1] "2006-06-02 00:00:00 XLI -300 @ 34.3400001525879"
## [1] "2006-06-06 00:00:00 XLI 300 @ 33.4700012207031"
## [1] "2006-06-06 00:00:00 XLI 300 @ 33.4700012207031"
## [1] "2006-06-16 00:00:00 XLI -300 @ 33.2599983215332"
## [1] "2006-06-16 00:00:00 XLI -300 @ 33.2599983215332"
## [1] "2006-06-28 00:00:00 XLI 300 @ 33.1199989318848"
## [1] "2006-06-28 00:00:00 XLI 300 @ 33.1199989318848"
## [1] "2006-06-30 00:00:00 XLI -300 @ 33.810001373291"
## [1] "2006-06-30 00:00:00 XLI -300 @ 33.810001373291"
## [1] "2006-07-10 00:00:00 XLI 300 @ 33.3600006103516"
## [1] "2006-07-10 00:00:00 XLI 300 @ 33.3600006103516"
## [1] "2006-07-20 00:00:00 XLI -300 @ 32.0200004577637"
## [1] "2006-07-20 00:00:00 XLI -300 @ 32.0200004577637"
## [1] "2006-07-24 00:00:00 XLI 300 @ 32.2200012207031"
## [1] "2006-07-24 00:00:00 XLI 300 @ 32.2200012207031"
## [1] "2006-07-31 00:00:00 XLI -300 @ 31.8899993896484"
## [1] "2006-07-31 00:00:00 XLI -300 @ 31.8899993896484"
## [1] "2006-08-02 00:00:00 XLI 300 @ 31.8899993896484"
## [1] "2006-08-02 00:00:00 XLI 300 @ 31.8899993896484"
## [1] "2006-08-04 00:00:00 XLI -300 @ 32.060001373291"
## [1] "2006-08-04 00:00:00 XLI -300 @ 32.060001373291"
## [1] "2006-08-09 00:00:00 XLI 300 @ 31.1599998474121"
## [1] "2006-08-09 00:00:00 XLI 300 @ 31.1599998474121"
## [1] "2006-08-16 00:00:00 XLI -300 @ 32.5699996948242"
## [1] "2006-08-16 00:00:00 XLI -300 @ 32.5699996948242"
## [1] "2006-08-22 00:00:00 XLI 300 @ 32.3400001525879"
## [1] "2006-08-22 00:00:00 XLI 300 @ 32.3400001525879"
## [1] "2006-08-30 00:00:00 XLI -300 @ 32.1800003051758"
## [1] "2006-08-30 00:00:00 XLI -300 @ 32.1800003051758"
## [1] "2006-09-07 00:00:00 XLI 300 @ 32.1300010681152"
## [1] "2006-09-07 00:00:00 XLI 300 @ 32.1300010681152"
## [1] "2006-09-13 00:00:00 XLI -300 @ 32.8499984741211"
## [1] "2006-09-13 00:00:00 XLI -300 @ 32.8499984741211"
## [1] "2006-09-22 00:00:00 XLI 300 @ 32.3899993896484"
## [1] "2006-09-22 00:00:00 XLI 300 @ 32.3899993896484"
## [1] "2006-09-26 00:00:00 XLI -300 @ 33.189998626709"
## [1] "2006-09-26 00:00:00 XLI -300 @ 33.189998626709"
## [1] "2006-10-19 00:00:00 XLI 300 @ 34.4300003051758"
## [1] "2006-10-19 00:00:00 XLI 300 @ 34.4300003051758"
## [1] "2006-10-26 00:00:00 XLI -300 @ 34.5"
## [1] "2006-10-26 00:00:00 XLI -300 @ 34.5"
## [1] "2006-10-30 00:00:00 XLI 300 @ 34.3600006103516"
## [1] "2006-10-30 00:00:00 XLI 300 @ 34.3600006103516"
## [1] "2006-11-07 00:00:00 XLI -300 @ 34.6100006103516"
## [1] "2006-11-07 00:00:00 XLI -300 @ 34.6100006103516"
## [1] "2006-11-28 00:00:00 XLI 300 @ 34.8600006103516"
## [1] "2006-11-28 00:00:00 XLI 300 @ 34.8600006103516"
## [1] "2006-12-05 00:00:00 XLI -300 @ 35.4500007629395"
## [1] "2006-12-05 00:00:00 XLI -300 @ 35.4500007629395"
## [1] "2006-12-12 00:00:00 XLI 300 @ 35.2099990844727"
## [1] "2006-12-12 00:00:00 XLI 300 @ 35.2099990844727"
## [1] "2006-12-15 00:00:00 XLI -300 @ 35.2000007629395"
## [1] "2006-12-15 00:00:00 XLI -300 @ 35.2000007629395"
## [1] "2006-12-26 00:00:00 XLI 300 @ 35.1800003051758"
## [1] "2006-12-26 00:00:00 XLI 300 @ 35.1800003051758"
## [1] "2006-12-28 00:00:00 XLI -300 @ 35.2400016784668"
## [1] "2006-12-28 00:00:00 XLI -300 @ 35.2400016784668"
## [1] "2007-01-03 00:00:00 XLI 300 @ 35.2299995422363"
## [1] "2007-01-03 00:00:00 XLI 300 @ 35.2299995422363"
## [1] "2007-01-11 00:00:00 XLI -300 @ 35.4799995422363"
## [1] "2007-01-11 00:00:00 XLI -300 @ 35.4799995422363"
## [1] "2007-01-23 00:00:00 XLI 300 @ 35.6399993896484"
## [1] "2007-01-23 00:00:00 XLI 300 @ 35.6399993896484"
## [1] "2007-02-01 00:00:00 XLI -300 @ 36.0499992370605"
## [1] "2007-02-01 00:00:00 XLI -300 @ 36.0499992370605"
## [1] "2007-02-09 00:00:00 XLI 300 @ 35.8499984741211"
## [1] "2007-02-09 00:00:00 XLI 300 @ 35.8499984741211"
## [1] "2007-02-14 00:00:00 XLI -300 @ 36.7299995422363"
## [1] "2007-02-14 00:00:00 XLI -300 @ 36.7299995422363"
## [1] "2007-02-26 00:00:00 XLI 300 @ 36.3899993896484"
## [1] "2007-02-26 00:00:00 XLI 300 @ 36.3899993896484"
## [1] "2007-03-09 00:00:00 XLI -300 @ 35.4500007629395"
## [1] "2007-03-09 00:00:00 XLI -300 @ 35.4500007629395"
## [1] "2007-03-14 00:00:00 XLI 300 @ 35.1599998474121"
## [1] "2007-03-14 00:00:00 XLI 300 @ 35.1599998474121"
## [1] "2007-03-20 00:00:00 XLI -300 @ 35.5900001525879"
## [1] "2007-03-20 00:00:00 XLI -300 @ 35.5900001525879"
## [1] "2007-03-28 00:00:00 XLI 300 @ 35.5999984741211"
## [1] "2007-03-28 00:00:00 XLI 300 @ 35.5999984741211"
## [1] "2007-04-04 00:00:00 XLI -300 @ 35.7200012207031"
## [1] "2007-04-04 00:00:00 XLI -300 @ 35.7200012207031"
## [1] "2007-04-12 00:00:00 XLI 300 @ 36.0699996948242"
## [1] "2007-04-12 00:00:00 XLI 300 @ 36.0699996948242"
## [1] "2007-04-13 00:00:00 XLI -300 @ 36.060001373291"
## [1] "2007-04-13 00:00:00 XLI -300 @ 36.060001373291"
## [1] "2007-05-11 00:00:00 XLI 300 @ 38.189998626709"
## [1] "2007-05-11 00:00:00 XLI 300 @ 38.189998626709"
## [1] "2007-05-14 00:00:00 XLI -300 @ 38.0200004577637"
## [1] "2007-05-14 00:00:00 XLI -300 @ 38.0200004577637"
## [1] "2007-05-25 00:00:00 XLI 300 @ 38.5"
## [1] "2007-05-25 00:00:00 XLI 300 @ 38.5"
## [1] "2007-05-30 00:00:00 XLI -300 @ 38.9199981689453"
## [1] "2007-05-30 00:00:00 XLI -300 @ 38.9199981689453"
## [1] "2007-06-07 00:00:00 XLI 300 @ 38.1199989318848"
## [1] "2007-06-07 00:00:00 XLI 300 @ 38.1199989318848"
## [1] "2007-06-14 00:00:00 XLI -300 @ 39.310001373291"
## [1] "2007-06-14 00:00:00 XLI -300 @ 39.310001373291"
## [1] "2007-06-25 00:00:00 XLI 300 @ 39.0499992370605"
## [1] "2007-06-25 00:00:00 XLI 300 @ 39.0499992370605"
## [1] "2007-07-03 00:00:00 XLI -300 @ 39.5999984741211"
## [1] "2007-07-03 00:00:00 XLI -300 @ 39.5999984741211"
## [1] "2007-07-11 00:00:00 XLI 300 @ 39.8499984741211"
## [1] "2007-07-11 00:00:00 XLI 300 @ 39.8499984741211"
## [1] "2007-07-13 00:00:00 XLI -300 @ 40.7200012207031"
## [1] "2007-07-13 00:00:00 XLI -300 @ 40.7200012207031"
## [1] "2007-07-23 00:00:00 XLI 300 @ 41.1699981689453"
## [1] "2007-07-23 00:00:00 XLI 300 @ 41.1699981689453"
## [1] "2007-08-03 00:00:00 XLI -300 @ 39.1500015258789"
## [1] "2007-08-03 00:00:00 XLI -300 @ 39.1500015258789"
## [1] "2007-08-06 00:00:00 XLI 300 @ 39.7400016784668"
## [1] "2007-08-06 00:00:00 XLI 300 @ 39.7400016784668"
## [1] "2007-08-09 00:00:00 XLI -300 @ 38.9799995422363"
## [1] "2007-08-09 00:00:00 XLI -300 @ 38.9799995422363"
## [1] "2007-08-10 00:00:00 XLI 300 @ 38.5299987792969"
## [1] "2007-08-10 00:00:00 XLI 300 @ 38.5299987792969"
## [1] "2007-08-21 00:00:00 XLI -300 @ 38.4000015258789"
## [1] "2007-08-21 00:00:00 XLI -300 @ 38.4000015258789"
## [1] "2007-08-29 00:00:00 XLI 300 @ 39.0699996948242"
## [1] "2007-08-29 00:00:00 XLI 300 @ 39.0699996948242"
## [1] "2007-09-04 00:00:00 XLI -300 @ 39.5999984741211"
## [1] "2007-09-04 00:00:00 XLI -300 @ 39.5999984741211"
## [1] "2007-09-10 00:00:00 XLI 300 @ 38.7400016784668"
## [1] "2007-09-10 00:00:00 XLI 300 @ 38.7400016784668"
## [1] "2007-09-14 00:00:00 XLI -300 @ 39.5400009155273"
## [1] "2007-09-14 00:00:00 XLI -300 @ 39.5400009155273"
## [1] "2007-09-25 00:00:00 XLI 300 @ 40.4000015258789"
## [1] "2007-09-25 00:00:00 XLI 300 @ 40.4000015258789"
## [1] "2007-09-27 00:00:00 XLI -300 @ 40.8600006103516"
## [1] "2007-09-27 00:00:00 XLI -300 @ 40.8600006103516"
## [1] "2007-10-04 00:00:00 XLI 300 @ 41.1300010681152"
## [1] "2007-10-04 00:00:00 XLI 300 @ 41.1300010681152"
## [1] "2007-10-08 00:00:00 XLI -300 @ 41.5099983215332"
## [1] "2007-10-08 00:00:00 XLI -300 @ 41.5099983215332"
## [1] "2007-10-12 00:00:00 XLI 300 @ 41.3199996948242"
## [1] "2007-10-12 00:00:00 XLI 300 @ 41.3199996948242"
## [1] "2007-10-30 00:00:00 XLI -300 @ 40.2000007629395"
## [1] "2007-10-30 00:00:00 XLI -300 @ 40.2000007629395"
## [1] "2007-10-31 00:00:00 XLI 300 @ 40.5499992370605"
## [1] "2007-10-31 00:00:00 XLI 300 @ 40.5499992370605"
## [1] "2007-11-07 00:00:00 XLI -300 @ 39.7000007629395"
## [1] "2007-11-07 00:00:00 XLI -300 @ 39.7000007629395"
## [1] "2007-11-08 00:00:00 XLI 300 @ 39.7099990844727"
## [1] "2007-11-08 00:00:00 XLI 300 @ 39.7099990844727"
## [1] "2007-11-29 00:00:00 XLI -300 @ 39.25"
## [1] "2007-11-29 00:00:00 XLI -300 @ 39.25"
## [1] "2007-12-05 00:00:00 XLI 300 @ 39.5499992370605"
## [1] "2007-12-05 00:00:00 XLI 300 @ 39.5499992370605"
## [1] "2007-12-06 00:00:00 XLI -300 @ 40"
## [1] "2007-12-06 00:00:00 XLI -300 @ 40"
## [1] "2007-12-12 00:00:00 XLI 300 @ 39.7000007629395"
## [1] "2007-12-12 00:00:00 XLI 300 @ 39.7000007629395"
## [1] "2007-12-24 00:00:00 XLI -300 @ 39.9900016784668"
## [1] "2007-12-24 00:00:00 XLI -300 @ 39.9900016784668"
## [1] "2007-12-28 00:00:00 XLI 300 @ 39.3400001525879"
## [1] "2007-12-28 00:00:00 XLI 300 @ 39.3400001525879"
## [1] "2008-01-24 00:00:00 XLI -300 @ 35.9599990844727"
## [1] "2008-01-24 00:00:00 XLI -300 @ 35.9599990844727"
## [1] "2008-02-06 00:00:00 XLI 300 @ 36.4300003051758"
## [1] "2008-02-06 00:00:00 XLI 300 @ 36.4300003051758"
## [1] "2008-02-13 00:00:00 XLI -300 @ 37.560001373291"
## [1] "2008-02-13 00:00:00 XLI -300 @ 37.560001373291"
## [1] "2008-02-22 00:00:00 XLI 300 @ 37.1500015258789"
## [1] "2008-02-22 00:00:00 XLI 300 @ 37.1500015258789"
## [1] "2008-02-25 00:00:00 XLI -300 @ 37.439998626709"
## [1] "2008-02-25 00:00:00 XLI -300 @ 37.439998626709"
## [1] "2008-02-29 00:00:00 XLI 300 @ 36.25"
## [1] "2008-02-29 00:00:00 XLI 300 @ 36.25"
## [1] "2008-03-12 00:00:00 XLI -300 @ 36.1599998474121"
## [1] "2008-03-12 00:00:00 XLI -300 @ 36.1599998474121"
## [1] "2008-03-18 00:00:00 XLI 300 @ 37.7900009155273"
## [1] "2008-03-18 00:00:00 XLI 300 @ 37.7900009155273"
## [1] "2008-03-19 00:00:00 XLI -300 @ 36.4099998474121"
## [1] "2008-03-19 00:00:00 XLI -300 @ 36.4099998474121"
## [1] "2008-03-28 00:00:00 XLI 300 @ 36.8400001525879"
## [1] "2008-03-28 00:00:00 XLI 300 @ 36.8400001525879"
## [1] "2008-04-01 00:00:00 XLI -300 @ 38.25"
## [1] "2008-04-01 00:00:00 XLI -300 @ 38.25"
## [1] "2008-04-10 00:00:00 XLI 300 @ 37.9199981689453"
## [1] "2008-04-10 00:00:00 XLI 300 @ 37.9199981689453"
## [1] "2008-04-17 00:00:00 XLI -300 @ 37.2000007629395"
## [1] "2008-04-17 00:00:00 XLI -300 @ 37.2000007629395"
## [1] "2008-05-08 00:00:00 XLI 300 @ 38.4799995422363"
## [1] "2008-05-08 00:00:00 XLI 300 @ 38.4799995422363"
## [1] "2008-05-13 00:00:00 XLI -300 @ 39.1100006103516"
## [1] "2008-05-13 00:00:00 XLI -300 @ 39.1100006103516"
## [1] "2008-05-21 00:00:00 XLI 300 @ 38.4300003051758"
## [1] "2008-05-21 00:00:00 XLI 300 @ 38.4300003051758"
## [1] "2008-05-30 00:00:00 XLI -300 @ 38.8400001525879"
## [1] "2008-05-30 00:00:00 XLI -300 @ 38.8400001525879"
## [1] "2008-06-04 00:00:00 XLI 300 @ 38.2299995422363"
## [1] "2008-06-04 00:00:00 XLI 300 @ 38.2299995422363"
## [1] "2008-07-09 00:00:00 XLI -300 @ 33.189998626709"
## [1] "2008-07-09 00:00:00 XLI -300 @ 33.189998626709"
## [1] "2008-07-14 00:00:00 XLI 300 @ 33.2400016784668"
## [1] "2008-07-14 00:00:00 XLI 300 @ 33.2400016784668"
## [1] "2008-07-18 00:00:00 XLI -300 @ 34.2999992370605"
## [1] "2008-07-18 00:00:00 XLI -300 @ 34.2999992370605"
## [1] "2008-07-25 00:00:00 XLI 300 @ 34.4700012207031"
## [1] "2008-07-25 00:00:00 XLI 300 @ 34.4700012207031"
## [1] "2008-07-30 00:00:00 XLI -300 @ 35.3600006103516"
## [1] "2008-07-30 00:00:00 XLI -300 @ 35.3600006103516"
## [1] "2008-08-05 00:00:00 XLI 300 @ 35.0499992370605"
## [1] "2008-08-05 00:00:00 XLI 300 @ 35.0499992370605"
## [1] "2008-08-06 00:00:00 XLI -300 @ 35.7200012207031"
## [1] "2008-08-06 00:00:00 XLI -300 @ 35.7200012207031"
## [1] "2008-08-19 00:00:00 XLI 300 @ 34.810001373291"
## [1] "2008-08-19 00:00:00 XLI 300 @ 34.810001373291"
## [1] "2008-08-25 00:00:00 XLI -300 @ 34.7400016784668"
## [1] "2008-08-25 00:00:00 XLI -300 @ 34.7400016784668"
## [1] "2008-09-04 00:00:00 XLI 300 @ 33.7700004577637"
## [1] "2008-09-04 00:00:00 XLI 300 @ 33.7700004577637"
## [1] "2008-09-12 00:00:00 XLI -300 @ 34.1100006103516"
## [1] "2008-09-12 00:00:00 XLI -300 @ 34.1100006103516"
## [1] "2008-09-16 00:00:00 XLI 300 @ 32.8400001525879"
## [1] "2008-09-16 00:00:00 XLI 300 @ 32.8400001525879"
## [1] "2008-09-22 00:00:00 XLI -300 @ 32.2299995422363"
## [1] "2008-09-22 00:00:00 XLI -300 @ 32.2299995422363"
## [1] "2008-09-24 00:00:00 XLI 300 @ 31.4500007629395"
## [1] "2008-09-24 00:00:00 XLI 300 @ 31.4500007629395"
## [1] "2008-10-14 00:00:00 XLI -300 @ 26.0499992370605"
## [1] "2008-10-14 00:00:00 XLI -300 @ 26.0499992370605"
## [1] "2008-10-16 00:00:00 XLI 300 @ 24.0799999237061"
## [1] "2008-10-16 00:00:00 XLI 300 @ 24.0799999237061"
## [1] "2008-10-29 00:00:00 XLI -300 @ 23.5200004577637"
## [1] "2008-10-29 00:00:00 XLI -300 @ 23.5200004577637"
## [1] "2008-11-07 00:00:00 XLI 300 @ 23.8299999237061"
## [1] "2008-11-07 00:00:00 XLI 300 @ 23.8299999237061"
## [1] "2008-11-25 00:00:00 XLI -300 @ 21.9300003051758"
## [1] "2008-11-25 00:00:00 XLI -300 @ 21.9300003051758"
## [1] "2008-12-02 00:00:00 XLI 300 @ 22.1900005340576"
## [1] "2008-12-02 00:00:00 XLI 300 @ 22.1900005340576"
## [1] "2008-12-09 00:00:00 XLI -300 @ 22.8400001525879"
## [1] "2008-12-09 00:00:00 XLI -300 @ 22.8400001525879"
## [1] "2008-12-12 00:00:00 XLI 300 @ 22.2700004577637"
## [1] "2008-12-12 00:00:00 XLI 300 @ 22.2700004577637"
## [1] "2008-12-17 00:00:00 XLI -300 @ 23.3700008392334"
## [1] "2008-12-17 00:00:00 XLI -300 @ 23.3700008392334"
## [1] "2008-12-19 00:00:00 XLI 300 @ 22.5799999237061"
## [1] "2008-12-19 00:00:00 XLI 300 @ 22.5799999237061"
## [1] "2008-12-29 00:00:00 XLI -300 @ 22.0499992370605"
## [1] "2008-12-29 00:00:00 XLI -300 @ 22.0499992370605"
## [1] "2008-12-30 00:00:00 XLI 300 @ 22.8700008392334"
## [1] "2008-12-30 00:00:00 XLI 300 @ 22.8700008392334"
## [1] "2008-12-31 00:00:00 XLI -300 @ 23.4200000762939"
## [1] "2008-12-31 00:00:00 XLI -300 @ 23.4200000762939"
## [1] "2009-01-08 00:00:00 XLI 300 @ 23.75"
## [1] "2009-01-08 00:00:00 XLI 300 @ 23.75"
## [1] "2009-01-28 00:00:00 XLI -300 @ 21.8600006103516"
## [1] "2009-01-28 00:00:00 XLI -300 @ 21.8600006103516"
## [1] "2009-02-02 00:00:00 XLI 300 @ 20.1399993896484"
## [1] "2009-02-02 00:00:00 XLI 300 @ 20.1399993896484"
## [1] "2009-02-09 00:00:00 XLI -300 @ 21.5400009155273"
## [1] "2009-02-09 00:00:00 XLI -300 @ 21.5400009155273"
## [1] "2009-02-11 00:00:00 XLI 300 @ 20.5699996948242"
## [1] "2009-02-11 00:00:00 XLI 300 @ 20.5699996948242"
## [1] "2009-03-11 00:00:00 XLI -300 @ 16.6800003051758"
## [1] "2009-03-11 00:00:00 XLI -300 @ 16.6800003051758"
## [1] "2009-03-23 00:00:00 XLI 300 @ 18.6499996185303"
## [1] "2009-03-23 00:00:00 XLI 300 @ 18.6499996185303"
## [1] "2009-03-24 00:00:00 XLI -300 @ 18.5"
## [1] "2009-03-24 00:00:00 XLI -300 @ 18.5"
## [1] "2009-03-31 00:00:00 XLI 300 @ 18.4300003051758"
## [1] "2009-03-31 00:00:00 XLI 300 @ 18.4300003051758"
## [1] "2009-04-03 00:00:00 XLI -300 @ 19.8700008392334"
## [1] "2009-04-03 00:00:00 XLI -300 @ 19.8700008392334"
## [1] "2009-04-08 00:00:00 XLI 300 @ 19.5200004577637"
## [1] "2009-04-08 00:00:00 XLI 300 @ 19.5200004577637"
## [1] "2009-04-13 00:00:00 XLI -300 @ 20.5400009155273"
## [1] "2009-04-13 00:00:00 XLI -300 @ 20.5400009155273"
## [1] "2009-04-21 00:00:00 XLI 300 @ 20.6700000762939"
## [1] "2009-04-21 00:00:00 XLI 300 @ 20.6700000762939"
## [1] "2009-04-23 00:00:00 XLI -300 @ 21.2199993133545"
## [1] "2009-04-23 00:00:00 XLI -300 @ 21.2199993133545"
## [1] "2009-04-29 00:00:00 XLI 300 @ 21.6800003051758"
## [1] "2009-04-29 00:00:00 XLI 300 @ 21.6800003051758"
## [1] "2009-04-30 00:00:00 XLI -300 @ 21.7600002288818"
## [1] "2009-04-30 00:00:00 XLI -300 @ 21.7600002288818"
## [1] "2009-05-13 00:00:00 XLI 300 @ 21.6299991607666"
## [1] "2009-05-13 00:00:00 XLI 300 @ 21.6299991607666"
## [1] "2009-05-19 00:00:00 XLI -300 @ 22.4300003051758"
## [1] "2009-05-19 00:00:00 XLI -300 @ 22.4300003051758"
## [1] "2009-05-22 00:00:00 XLI 300 @ 21.6900005340576"
## [1] "2009-05-22 00:00:00 XLI 300 @ 21.6900005340576"
## [1] "2009-05-27 00:00:00 XLI -300 @ 21.75"
## [1] "2009-05-27 00:00:00 XLI -300 @ 21.75"
## [1] "2009-06-11 00:00:00 XLI 300 @ 23.5499992370605"
## [1] "2009-06-11 00:00:00 XLI 300 @ 23.5499992370605"
## [1] "2009-06-26 00:00:00 XLI -300 @ 21.9699993133545"
## [1] "2009-06-26 00:00:00 XLI -300 @ 21.9699993133545"
## [1] "2009-07-06 00:00:00 XLI 300 @ 21.3700008392334"
## [1] "2009-07-06 00:00:00 XLI 300 @ 21.3700008392334"
## [1] "2009-07-14 00:00:00 XLI -300 @ 21.5599994659424"
## [1] "2009-07-14 00:00:00 XLI -300 @ 21.5599994659424"
## [1] "2009-08-12 00:00:00 XLI 300 @ 24.9799995422363"
## [1] "2009-08-12 00:00:00 XLI 300 @ 24.9799995422363"
## [1] "2009-08-14 00:00:00 XLI -300 @ 24.7299995422363"
## [1] "2009-08-14 00:00:00 XLI -300 @ 24.7299995422363"
## [1] "2009-08-18 00:00:00 XLI 300 @ 24.2900009155273"
## [1] "2009-08-18 00:00:00 XLI 300 @ 24.2900009155273"
## [1] "2009-08-21 00:00:00 XLI -300 @ 25.2999992370605"
## [1] "2009-08-21 00:00:00 XLI -300 @ 25.2999992370605"
## [1] "2009-09-01 00:00:00 XLI 300 @ 24.6000003814697"
## [1] "2009-09-01 00:00:00 XLI 300 @ 24.6000003814697"
## [1] "2009-09-08 00:00:00 XLI -300 @ 25.5300006866455"
## [1] "2009-09-08 00:00:00 XLI -300 @ 25.5300006866455"
## [1] "2009-09-22 00:00:00 XLI 300 @ 27.1700000762939"
## [1] "2009-09-22 00:00:00 XLI 300 @ 27.1700000762939"
## [1] "2009-09-23 00:00:00 XLI -300 @ 26.9400005340576"
## [1] "2009-09-23 00:00:00 XLI -300 @ 26.9400005340576"
## [1] "2009-09-25 00:00:00 XLI 300 @ 26.1299991607666"
## [1] "2009-09-25 00:00:00 XLI 300 @ 26.1299991607666"
## [1] "2009-10-07 00:00:00 XLI -300 @ 26.0200004577637"
## [1] "2009-10-07 00:00:00 XLI -300 @ 26.0200004577637"
## [1] "2009-10-22 00:00:00 XLI 300 @ 27.1599998474121"
## [1] "2009-10-22 00:00:00 XLI 300 @ 27.1599998474121"
## [1] "2009-11-04 00:00:00 XLI -300 @ 25.9699993133545"
## [1] "2009-11-04 00:00:00 XLI -300 @ 25.9699993133545"
## [1] "2009-11-20 00:00:00 XLI 300 @ 27.4599990844727"
## [1] "2009-11-20 00:00:00 XLI 300 @ 27.4599990844727"
## [1] "2009-11-24 00:00:00 XLI -300 @ 27.7299995422363"
## [1] "2009-11-24 00:00:00 XLI -300 @ 27.7299995422363"
## [1] "2009-11-30 00:00:00 XLI 300 @ 27.5100002288818"
## [1] "2009-11-30 00:00:00 XLI 300 @ 27.5100002288818"
## [1] "2009-12-02 00:00:00 XLI -300 @ 27.8799991607666"
## [1] "2009-12-02 00:00:00 XLI -300 @ 27.8799991607666"
## [1] "2009-12-09 00:00:00 XLI 300 @ 27.7700004577637"
## [1] "2009-12-09 00:00:00 XLI 300 @ 27.7700004577637"
## [1] "2009-12-14 00:00:00 XLI -300 @ 28.5499992370605"
## [1] "2009-12-14 00:00:00 XLI -300 @ 28.5499992370605"
## [1] "2009-12-18 00:00:00 XLI 300 @ 27.8500003814697"
## [1] "2009-12-18 00:00:00 XLI 300 @ 27.8500003814697"
## [1] "2009-12-24 00:00:00 XLI -300 @ 28.25"
## [1] "2009-12-24 00:00:00 XLI -300 @ 28.25"
## [1] "2009-12-31 00:00:00 XLI 300 @ 27.7900009155273"
## [1] "2009-12-31 00:00:00 XLI 300 @ 27.7900009155273"
## [1] "2010-01-05 00:00:00 XLI -300 @ 28.4200000762939"
## [1] "2010-01-05 00:00:00 XLI -300 @ 28.4200000762939"
## [1] "2010-01-19 00:00:00 XLI 300 @ 29.3899993896484"
## [1] "2010-01-19 00:00:00 XLI 300 @ 29.3899993896484"
## [1] "2010-02-03 00:00:00 XLI -300 @ 28.1499996185303"
## [1] "2010-02-03 00:00:00 XLI -300 @ 28.1499996185303"
## [1] "2010-02-05 00:00:00 XLI 300 @ 27.2000007629395"
## [1] "2010-02-05 00:00:00 XLI 300 @ 27.2000007629395"
## [1] "2010-02-12 00:00:00 XLI -300 @ 27.5699996948242"
## [1] "2010-02-12 00:00:00 XLI -300 @ 27.5699996948242"
## [1] "2010-02-24 00:00:00 XLI 300 @ 28.7999992370605"
## [1] "2010-02-24 00:00:00 XLI 300 @ 28.7999992370605"
## [1] "2010-03-01 00:00:00 XLI -300 @ 29.2199993133545"
## [1] "2010-03-01 00:00:00 XLI -300 @ 29.2199993133545"
## [1] "2010-04-20 00:00:00 XLI 300 @ 32.4000015258789"
## [1] "2010-04-20 00:00:00 XLI 300 @ 32.4000015258789"
## [1] "2010-04-21 00:00:00 XLI -300 @ 32.6199989318848"
## [1] "2010-04-21 00:00:00 XLI -300 @ 32.6199989318848"
## [1] "2010-04-28 00:00:00 XLI 300 @ 32.6199989318848"
## [1] "2010-04-28 00:00:00 XLI 300 @ 32.6199989318848"
## [1] "2010-04-30 00:00:00 XLI -300 @ 32.5699996948242"
## [1] "2010-04-30 00:00:00 XLI -300 @ 32.5699996948242"
## [1] "2010-05-05 00:00:00 XLI 300 @ 31.7600002288818"
## [1] "2010-05-05 00:00:00 XLI 300 @ 31.7600002288818"
## [1] "2010-05-11 00:00:00 XLI -300 @ 31.6599998474121"
## [1] "2010-05-11 00:00:00 XLI -300 @ 31.6599998474121"
## [1] "2010-05-17 00:00:00 XLI 300 @ 31.1100006103516"
## [1] "2010-05-17 00:00:00 XLI 300 @ 31.1100006103516"
## [1] "2010-05-28 00:00:00 XLI -300 @ 29.6000003814697"
## [1] "2010-05-28 00:00:00 XLI -300 @ 29.6000003814697"
## [1] "2010-06-02 00:00:00 XLI 300 @ 29.6900005340576"
## [1] "2010-06-02 00:00:00 XLI 300 @ 29.6900005340576"
## [1] "2010-06-04 00:00:00 XLI -300 @ 28.4300003051758"
## [1] "2010-06-04 00:00:00 XLI -300 @ 28.4300003051758"
## [1] "2010-06-07 00:00:00 XLI 300 @ 27.7000007629395"
## [1] "2010-06-07 00:00:00 XLI 300 @ 27.7000007629395"
## [1] "2010-06-11 00:00:00 XLI -300 @ 29.1700000762939"
## [1] "2010-06-11 00:00:00 XLI -300 @ 29.1700000762939"
## [1] "2010-06-23 00:00:00 XLI 300 @ 29.2099990844727"
## [1] "2010-06-23 00:00:00 XLI 300 @ 29.2099990844727"
## [1] "2010-07-08 00:00:00 XLI -300 @ 28.3600006103516"
## [1] "2010-07-08 00:00:00 XLI -300 @ 28.3600006103516"
## [1] "2010-07-19 00:00:00 XLI 300 @ 28.2299995422363"
## [1] "2010-07-19 00:00:00 XLI 300 @ 28.2299995422363"
## [1] "2010-07-23 00:00:00 XLI -300 @ 30.0699996948242"
## [1] "2010-07-23 00:00:00 XLI -300 @ 30.0699996948242"
## [1] "2010-08-11 00:00:00 XLI 300 @ 29.6499996185303"
## [1] "2010-08-11 00:00:00 XLI 300 @ 29.6499996185303"
## [1] "2010-08-18 00:00:00 XLI -300 @ 29.9599990844727"
## [1] "2010-08-18 00:00:00 XLI -300 @ 29.9599990844727"
## [1] "2010-08-20 00:00:00 XLI 300 @ 29.1700000762939"
## [1] "2010-08-20 00:00:00 XLI 300 @ 29.1700000762939"
## [1] "2010-08-30 00:00:00 XLI -300 @ 28.2999992370605"
## [1] "2010-08-30 00:00:00 XLI -300 @ 28.2999992370605"
## [1] "2010-09-01 00:00:00 XLI 300 @ 29.3099994659424"
## [1] "2010-09-01 00:00:00 XLI 300 @ 29.3099994659424"
## [1] "2010-09-02 00:00:00 XLI -300 @ 29.6800003051758"
## [1] "2010-09-02 00:00:00 XLI -300 @ 29.6800003051758"
## [1] "2010-09-24 00:00:00 XLI 300 @ 31.4400005340576"
## [1] "2010-09-24 00:00:00 XLI 300 @ 31.4400005340576"
## [1] "2010-09-27 00:00:00 XLI -300 @ 31.2399997711182"
## [1] "2010-09-27 00:00:00 XLI -300 @ 31.2399997711182"
## [1] "2010-10-05 00:00:00 XLI 300 @ 31.8099994659424"
## [1] "2010-10-05 00:00:00 XLI 300 @ 31.8099994659424"
## [1] "2010-10-06 00:00:00 XLI -300 @ 32"
## [1] "2010-10-06 00:00:00 XLI -300 @ 32"
## [1] "2010-10-19 00:00:00 XLI 300 @ 31.7800006866455"
## [1] "2010-10-19 00:00:00 XLI 300 @ 31.7800006866455"
## [1] "2010-10-22 00:00:00 XLI -300 @ 32.4799995422363"
## [1] "2010-10-22 00:00:00 XLI -300 @ 32.4799995422363"
## [1] "2010-10-28 00:00:00 XLI 300 @ 32.1300010681152"
## [1] "2010-10-28 00:00:00 XLI 300 @ 32.1300010681152"
## [1] "2010-11-03 00:00:00 XLI -300 @ 32.5400009155273"
## [1] "2010-11-03 00:00:00 XLI -300 @ 32.5400009155273"
## [1] "2010-11-10 00:00:00 XLI 300 @ 32.9799995422363"
## [1] "2010-11-10 00:00:00 XLI 300 @ 32.9799995422363"
## [1] "2010-11-19 00:00:00 XLI -300 @ 32.7599983215332"
## [1] "2010-11-19 00:00:00 XLI -300 @ 32.7599983215332"
## [1] "2010-11-24 00:00:00 XLI 300 @ 32.9700012207031"
## [1] "2010-11-24 00:00:00 XLI 300 @ 32.9700012207031"
## [1] "2010-11-26 00:00:00 XLI -300 @ 32.7000007629395"
## [1] "2010-11-26 00:00:00 XLI -300 @ 32.7000007629395"
## [1] "2010-12-31 00:00:00 XLI 300 @ 34.8699989318848"
## [1] "2010-12-31 00:00:00 XLI 300 @ 34.8699989318848"
## [1] "2011-01-04 00:00:00 XLI -300 @ 35.0699996948242"
## [1] "2011-01-04 00:00:00 XLI -300 @ 35.0699996948242"
## [1] "2011-01-21 00:00:00 XLI 300 @ 35.9000015258789"
## [1] "2011-01-21 00:00:00 XLI 300 @ 35.9000015258789"
## [1] "2011-01-25 00:00:00 XLI -300 @ 36.2000007629395"
## [1] "2011-01-25 00:00:00 XLI -300 @ 36.2000007629395"
## [1] "2011-01-31 00:00:00 XLI 300 @ 36.2400016784668"
## [1] "2011-01-31 00:00:00 XLI 300 @ 36.2400016784668"
## [1] "2011-02-02 00:00:00 XLI -300 @ 36.6300010681152"
## [1] "2011-02-02 00:00:00 XLI -300 @ 36.6300010681152"
## [1] "2011-02-23 00:00:00 XLI 300 @ 36.2900009155273"
## [1] "2011-02-23 00:00:00 XLI 300 @ 36.2900009155273"
## [1] "2011-03-01 00:00:00 XLI -300 @ 36.2200012207031"
## [1] "2011-03-01 00:00:00 XLI -300 @ 36.2200012207031"
## [1] "2011-03-02 00:00:00 XLI 300 @ 36.4000015258789"
## [1] "2011-03-02 00:00:00 XLI 300 @ 36.4000015258789"
## [1] "2011-03-04 00:00:00 XLI -300 @ 36.8400001525879"
## [1] "2011-03-04 00:00:00 XLI -300 @ 36.8400001525879"
## [1] "2011-03-08 00:00:00 XLI 300 @ 37.0699996948242"
## [1] "2011-03-08 00:00:00 XLI 300 @ 37.0699996948242"
## [1] "2011-03-22 00:00:00 XLI -300 @ 36.4700012207031"
## [1] "2011-03-22 00:00:00 XLI -300 @ 36.4700012207031"
## [1] "2011-04-08 00:00:00 XLI 300 @ 37.4199981689453"
## [1] "2011-04-08 00:00:00 XLI 300 @ 37.4199981689453"
## [1] "2011-04-21 00:00:00 XLI -300 @ 37.6300010681152"
## [1] "2011-04-21 00:00:00 XLI -300 @ 37.6300010681152"
## [1] "2011-05-05 00:00:00 XLI 300 @ 37.7400016784668"
## [1] "2011-05-05 00:00:00 XLI 300 @ 37.7400016784668"
## [1] "2011-05-10 00:00:00 XLI -300 @ 38.5800018310547"
## [1] "2011-05-10 00:00:00 XLI -300 @ 38.5800018310547"
## [1] "2011-05-16 00:00:00 XLI 300 @ 37.5400009155273"
## [1] "2011-05-16 00:00:00 XLI 300 @ 37.5400009155273"
## [1] "2011-05-20 00:00:00 XLI -300 @ 37.3699989318848"
## [1] "2011-05-20 00:00:00 XLI -300 @ 37.3699989318848"
## [1] "2011-05-24 00:00:00 XLI 300 @ 36.6500015258789"
## [1] "2011-05-24 00:00:00 XLI 300 @ 36.6500015258789"
## [1] "2011-05-31 00:00:00 XLI -300 @ 37.6300010681152"
## [1] "2011-05-31 00:00:00 XLI -300 @ 37.6300010681152"
## [1] "2011-06-02 00:00:00 XLI 300 @ 36.5900001525879"
## [1] "2011-06-02 00:00:00 XLI 300 @ 36.5900001525879"
## [1] "2011-06-15 00:00:00 XLI -300 @ 35.3499984741211"
## [1] "2011-06-15 00:00:00 XLI -300 @ 35.3499984741211"
## [1] "2011-06-27 00:00:00 XLI 300 @ 35.9099998474121"
## [1] "2011-06-27 00:00:00 XLI 300 @ 35.9099998474121"
## [1] "2011-06-29 00:00:00 XLI -300 @ 36.6599998474121"
## [1] "2011-06-29 00:00:00 XLI -300 @ 36.6599998474121"
## [1] "2011-07-12 00:00:00 XLI 300 @ 36.7599983215332"
## [1] "2011-07-12 00:00:00 XLI 300 @ 36.7599983215332"
## [1] "2011-07-22 00:00:00 XLI -300 @ 36.8300018310547"
## [1] "2011-07-22 00:00:00 XLI -300 @ 36.8300018310547"
## [1] "2011-07-27 00:00:00 XLI 300 @ 35.1500015258789"
## [1] "2011-07-27 00:00:00 XLI 300 @ 35.1500015258789"
## [1] "2011-08-15 00:00:00 XLI -300 @ 31.8700008392334"
## [1] "2011-08-15 00:00:00 XLI -300 @ 31.8700008392334"
## [1] "2011-08-19 00:00:00 XLI 300 @ 29.1299991607666"
## [1] "2011-08-19 00:00:00 XLI 300 @ 29.1299991607666"
## [1] "2011-08-24 00:00:00 XLI -300 @ 30.8799991607666"
## [1] "2011-08-24 00:00:00 XLI -300 @ 30.8799991607666"
## [1] "2011-09-06 00:00:00 XLI 300 @ 30.5300006866455"
## [1] "2011-09-06 00:00:00 XLI 300 @ 30.5300006866455"
## [1] "2011-09-15 00:00:00 XLI -300 @ 31.9799995422363"
## [1] "2011-09-15 00:00:00 XLI -300 @ 31.9799995422363"
## [1] "2011-09-21 00:00:00 XLI 300 @ 30.1399993896484"
## [1] "2011-09-21 00:00:00 XLI 300 @ 30.1399993896484"
## [1] "2011-09-28 00:00:00 XLI -300 @ 29.7999992370605"
## [1] "2011-09-28 00:00:00 XLI -300 @ 29.7999992370605"
## [1] "2011-10-03 00:00:00 XLI 300 @ 28.3999996185303"
## [1] "2011-10-03 00:00:00 XLI 300 @ 28.3999996185303"
## [1] "2011-10-06 00:00:00 XLI -300 @ 30.4099998474121"
## [1] "2011-10-06 00:00:00 XLI -300 @ 30.4099998474121"
## [1] "2011-10-18 00:00:00 XLI 300 @ 32.1699981689453"
## [1] "2011-10-18 00:00:00 XLI 300 @ 32.1699981689453"
## [1] "2011-10-24 00:00:00 XLI -300 @ 33.2799987792969"
## [1] "2011-10-24 00:00:00 XLI -300 @ 33.2799987792969"
## [1] "2011-11-02 00:00:00 XLI 300 @ 33.0499992370605"
## [1] "2011-11-02 00:00:00 XLI 300 @ 33.0499992370605"
## [1] "2011-11-04 00:00:00 XLI -300 @ 33.5999984741211"
## [1] "2011-11-04 00:00:00 XLI -300 @ 33.5999984741211"
## [1] "2011-11-10 00:00:00 XLI 300 @ 33.1399993896484"
## [1] "2011-11-10 00:00:00 XLI 300 @ 33.1399993896484"
## [1] "2011-11-14 00:00:00 XLI -300 @ 33.7200012207031"
## [1] "2011-11-14 00:00:00 XLI -300 @ 33.7200012207031"
## [1] "2011-11-17 00:00:00 XLI 300 @ 32.8400001525879"
## [1] "2011-11-17 00:00:00 XLI 300 @ 32.8400001525879"
## [1] "2011-11-29 00:00:00 XLI -300 @ 32.2400016784668"
## [1] "2011-11-29 00:00:00 XLI -300 @ 32.2400016784668"
## [1] "2011-12-09 00:00:00 XLI 300 @ 33.9700012207031"
## [1] "2011-12-09 00:00:00 XLI 300 @ 33.9700012207031"
## [1] "2011-12-21 00:00:00 XLI -300 @ 33.4500007629395"
## [1] "2011-12-21 00:00:00 XLI -300 @ 33.4500007629395"
## [1] "2011-12-29 00:00:00 XLI 300 @ 33.9599990844727"
## [1] "2011-12-29 00:00:00 XLI 300 @ 33.9599990844727"
## [1] "2012-01-04 00:00:00 XLI -300 @ 34.6500015258789"
## [1] "2012-01-04 00:00:00 XLI -300 @ 34.6500015258789"
## [1] "2012-01-31 00:00:00 XLI 300 @ 36.2200012207031"
## [1] "2012-01-31 00:00:00 XLI 300 @ 36.2200012207031"
## [1] "2012-02-02 00:00:00 XLI -300 @ 36.6300010681152"
## [1] "2012-02-02 00:00:00 XLI -300 @ 36.6300010681152"
## [1] "2012-02-13 00:00:00 XLI 300 @ 37.4199981689453"
## [1] "2012-02-13 00:00:00 XLI 300 @ 37.4199981689453"
## [1] "2012-02-14 00:00:00 XLI -300 @ 37.2900009155273"
## [1] "2012-02-14 00:00:00 XLI -300 @ 37.2900009155273"
## [1] "2012-02-16 00:00:00 XLI 300 @ 37.1399993896484"
## [1] "2012-02-16 00:00:00 XLI 300 @ 37.1399993896484"
## [1] "2012-02-22 00:00:00 XLI -300 @ 37.3699989318848"
## [1] "2012-02-22 00:00:00 XLI -300 @ 37.3699989318848"
## [1] "2012-03-01 00:00:00 XLI 300 @ 37.3600006103516"
## [1] "2012-03-01 00:00:00 XLI 300 @ 37.3600006103516"
## [1] "2012-03-09 00:00:00 XLI -300 @ 37.0200004577637"
## [1] "2012-03-09 00:00:00 XLI -300 @ 37.0200004577637"
## [1] "2012-03-21 00:00:00 XLI 300 @ 37.5200004577637"
## [1] "2012-03-21 00:00:00 XLI 300 @ 37.5200004577637"
## [1] "2012-03-27 00:00:00 XLI -300 @ 37.5900001525879"
## [1] "2012-03-27 00:00:00 XLI -300 @ 37.5900001525879"
## [1] "2012-03-29 00:00:00 XLI 300 @ 37.25"
## [1] "2012-03-29 00:00:00 XLI 300 @ 37.25"
## [1] "2012-04-03 00:00:00 XLI -300 @ 37.3899993896484"
## [1] "2012-04-03 00:00:00 XLI -300 @ 37.3899993896484"
## [1] "2012-04-05 00:00:00 XLI 300 @ 36.9700012207031"
## [1] "2012-04-05 00:00:00 XLI 300 @ 36.9700012207031"
## [1] "2012-04-13 00:00:00 XLI -300 @ 36.3300018310547"
## [1] "2012-04-13 00:00:00 XLI -300 @ 36.3300018310547"
## [1] "2012-04-20 00:00:00 XLI 300 @ 36.7700004577637"
## [1] "2012-04-20 00:00:00 XLI 300 @ 36.7700004577637"
## [1] "2012-04-26 00:00:00 XLI -300 @ 37.1300010681152"
## [1] "2012-04-26 00:00:00 XLI -300 @ 37.1300010681152"
## [1] "2012-05-04 00:00:00 XLI 300 @ 36.2999992370605"
## [1] "2012-05-04 00:00:00 XLI 300 @ 36.2999992370605"
## [1] "2012-05-22 00:00:00 XLI -300 @ 35.0099983215332"
## [1] "2012-05-22 00:00:00 XLI -300 @ 35.0099983215332"
## [1] "2012-05-29 00:00:00 XLI 300 @ 35.3899993896484"
## [1] "2012-05-29 00:00:00 XLI 300 @ 35.3899993896484"
## [1] "2012-05-30 00:00:00 XLI -300 @ 34.7999992370605"
## [1] "2012-05-30 00:00:00 XLI -300 @ 34.7999992370605"
## [1] "2012-05-31 00:00:00 XLI 300 @ 34.6699981689453"
## [1] "2012-05-31 00:00:00 XLI 300 @ 34.6699981689453"
## [1] "2012-06-07 00:00:00 XLI -300 @ 34.5400009155273"
## [1] "2012-06-07 00:00:00 XLI -300 @ 34.5400009155273"
## [1] "2012-06-22 00:00:00 XLI 300 @ 34.75"
## [1] "2012-06-22 00:00:00 XLI 300 @ 34.75"
## [1] "2012-07-02 00:00:00 XLI -300 @ 35.3600006103516"
## [1] "2012-07-02 00:00:00 XLI -300 @ 35.3600006103516"
## [1] "2012-07-09 00:00:00 XLI 300 @ 35.189998626709"
## [1] "2012-07-09 00:00:00 XLI 300 @ 35.189998626709"
## [1] "2012-07-16 00:00:00 XLI -300 @ 34.6300010681152"
## [1] "2012-07-16 00:00:00 XLI -300 @ 34.6300010681152"
## [1] "2012-07-24 00:00:00 XLI 300 @ 34.5900001525879"
## [1] "2012-07-24 00:00:00 XLI 300 @ 34.5900001525879"
## [1] "2012-07-27 00:00:00 XLI -300 @ 36.0099983215332"
## [1] "2012-07-27 00:00:00 XLI -300 @ 36.0099983215332"
## [1] "2012-08-02 00:00:00 XLI 300 @ 35.3899993896484"
## [1] "2012-08-02 00:00:00 XLI 300 @ 35.3899993896484"
## [1] "2012-08-06 00:00:00 XLI -300 @ 36.1599998474121"
## [1] "2012-08-06 00:00:00 XLI -300 @ 36.1599998474121"
## [1] "2012-08-23 00:00:00 XLI 300 @ 36.5400009155273"
## [1] "2012-08-23 00:00:00 XLI 300 @ 36.5400009155273"
## [1] "2012-09-07 00:00:00 XLI -300 @ 37"
## [1] "2012-09-07 00:00:00 XLI -300 @ 37"
## [1] "2012-09-21 00:00:00 XLI 300 @ 36.9700012207031"
## [1] "2012-09-21 00:00:00 XLI 300 @ 36.9700012207031"
## [1] "2012-10-04 00:00:00 XLI -300 @ 37.0400009155273"
## [1] "2012-10-04 00:00:00 XLI -300 @ 37.0400009155273"
## [1] "2012-10-10 00:00:00 XLI 300 @ 36.2999992370605"
## [1] "2012-10-10 00:00:00 XLI 300 @ 36.2999992370605"
## [1] "2012-10-16 00:00:00 XLI -300 @ 37.0900001525879"
## [1] "2012-10-16 00:00:00 XLI -300 @ 37.0900001525879"
## [1] "2012-10-22 00:00:00 XLI 300 @ 36.689998626709"
## [1] "2012-10-22 00:00:00 XLI 300 @ 36.689998626709"
## [1] "2012-11-01 00:00:00 XLI -300 @ 37.1399993896484"
## [1] "2012-11-01 00:00:00 XLI -300 @ 37.1399993896484"
## [1] "2012-11-08 00:00:00 XLI 300 @ 36.1699981689453"
## [1] "2012-11-08 00:00:00 XLI 300 @ 36.1699981689453"
## [1] "2012-11-20 00:00:00 XLI -300 @ 36.2200012207031"
## [1] "2012-11-20 00:00:00 XLI -300 @ 36.2200012207031"
## [1] "2012-12-04 00:00:00 XLI 300 @ 36.8699989318848"
## [1] "2012-12-04 00:00:00 XLI 300 @ 36.8699989318848"
## [1] "2012-12-06 00:00:00 XLI -300 @ 37.25"
## [1] "2012-12-06 00:00:00 XLI -300 @ 37.25"
## [1] "2012-12-17 00:00:00 XLI 300 @ 37.9700012207031"
## [1] "2012-12-17 00:00:00 XLI 300 @ 37.9700012207031"
## [1] "2012-12-18 00:00:00 XLI -300 @ 38.4599990844727"
## [1] "2012-12-18 00:00:00 XLI -300 @ 38.4599990844727"
## [1] "2012-12-24 00:00:00 XLI 300 @ 37.8199996948242"
## [1] "2012-12-24 00:00:00 XLI 300 @ 37.8199996948242"
## [1] "2013-01-02 00:00:00 XLI -300 @ 38.810001373291"
## [1] "2013-01-02 00:00:00 XLI -300 @ 38.810001373291"
## [1] "2013-01-09 00:00:00 XLI 300 @ 39.0400009155273"
## [1] "2013-01-09 00:00:00 XLI 300 @ 39.0400009155273"
## [1] "2013-01-10 00:00:00 XLI -300 @ 39.2299995422363"
## [1] "2013-01-10 00:00:00 XLI -300 @ 39.2299995422363"
## [1] "2013-01-31 00:00:00 XLI 300 @ 40.0800018310547"
## [1] "2013-01-31 00:00:00 XLI 300 @ 40.0800018310547"
## [1] "2013-02-04 00:00:00 XLI -300 @ 40.1199989318848"
## [1] "2013-02-04 00:00:00 XLI -300 @ 40.1199989318848"
## [1] "2013-02-21 00:00:00 XLI 300 @ 40.5200004577637"
## [1] "2013-02-21 00:00:00 XLI 300 @ 40.5200004577637"
## [1] "2013-02-28 00:00:00 XLI -300 @ 40.9700012207031"
## [1] "2013-02-28 00:00:00 XLI -300 @ 40.9700012207031"
## [1] "2013-03-19 00:00:00 XLI 300 @ 41.6699981689453"
## [1] "2013-03-19 00:00:00 XLI 300 @ 41.6699981689453"
## [1] "2013-04-01 00:00:00 XLI -300 @ 41.25"
## [1] "2013-04-01 00:00:00 XLI -300 @ 41.25"
## [1] "2013-04-02 00:00:00 XLI 300 @ 41.1199989318848"
## [1] "2013-04-02 00:00:00 XLI 300 @ 41.1199989318848"
## [1] "2013-04-09 00:00:00 XLI -300 @ 41.3400001525879"
## [1] "2013-04-09 00:00:00 XLI -300 @ 41.3400001525879"
## [1] "2013-04-16 00:00:00 XLI 300 @ 41.0400009155273"
## [1] "2013-04-16 00:00:00 XLI 300 @ 41.0400009155273"
## [1] "2013-04-24 00:00:00 XLI -300 @ 41.1399993896484"
## [1] "2013-04-24 00:00:00 XLI -300 @ 41.1399993896484"
## [1] "2013-05-02 00:00:00 XLI 300 @ 41.4199981689453"
## [1] "2013-05-02 00:00:00 XLI 300 @ 41.4199981689453"
## [1] "2013-05-06 00:00:00 XLI -300 @ 42.4000015258789"
## [1] "2013-05-06 00:00:00 XLI -300 @ 42.4000015258789"
## [1] "2013-05-23 00:00:00 XLI 300 @ 43.8499984741211"
## [1] "2013-05-23 00:00:00 XLI 300 @ 43.8499984741211"
## [1] "2013-06-10 00:00:00 XLI -300 @ 43.6599998474121"
## [1] "2013-06-10 00:00:00 XLI -300 @ 43.6599998474121"
## [1] "2013-06-13 00:00:00 XLI 300 @ 43.5900001525879"
## [1] "2013-06-13 00:00:00 XLI 300 @ 43.5900001525879"
## [1] "2013-06-14 00:00:00 XLI -300 @ 43.2999992370605"
## [1] "2013-06-14 00:00:00 XLI -300 @ 43.2999992370605"
## [1] "2013-06-21 00:00:00 XLI 300 @ 42.2999992370605"
## [1] "2013-06-21 00:00:00 XLI 300 @ 42.2999992370605"
## [1] "2013-06-28 00:00:00 XLI -300 @ 42.6399993896484"
## [1] "2013-06-28 00:00:00 XLI -300 @ 42.6399993896484"
## [1] "2013-07-25 00:00:00 XLI 300 @ 45.0800018310547"
## [1] "2013-07-25 00:00:00 XLI 300 @ 45.0800018310547"
## [1] "2013-08-01 00:00:00 XLI -300 @ 45.9300003051758"
## [1] "2013-08-01 00:00:00 XLI -300 @ 45.9300003051758"
## [1] "2013-08-07 00:00:00 XLI 300 @ 45.4300003051758"
## [1] "2013-08-07 00:00:00 XLI 300 @ 45.4300003051758"
## [1] "2013-08-14 00:00:00 XLI -300 @ 45.4300003051758"
## [1] "2013-08-14 00:00:00 XLI -300 @ 45.4300003051758"
## [1] "2013-08-15 00:00:00 XLI 300 @ 44.9199981689453"
## [1] "2013-08-15 00:00:00 XLI 300 @ 44.9199981689453"
## [1] "2013-08-23 00:00:00 XLI -300 @ 45.1300010681152"
## [1] "2013-08-23 00:00:00 XLI -300 @ 45.1300010681152"
## [1] "2013-08-28 00:00:00 XLI 300 @ 44.1599998474121"
## [1] "2013-08-28 00:00:00 XLI 300 @ 44.1599998474121"
## [1] "2013-09-05 00:00:00 XLI -300 @ 44.8800010681152"
## [1] "2013-09-05 00:00:00 XLI -300 @ 44.8800010681152"
## [1] "2013-09-23 00:00:00 XLI 300 @ 46.810001373291"
## [1] "2013-09-23 00:00:00 XLI 300 @ 46.810001373291"
## [1] "2013-10-11 00:00:00 XLI -300 @ 46.7999992370605"
## [1] "2013-10-11 00:00:00 XLI -300 @ 46.7999992370605"
## [1] "2013-11-08 00:00:00 XLI 300 @ 49.3800010681152"
## [1] "2013-11-08 00:00:00 XLI 300 @ 49.3800010681152"
## [1] "2013-11-11 00:00:00 XLI -300 @ 49.3400001525879"
## [1] "2013-11-11 00:00:00 XLI -300 @ 49.3400001525879"
## [1] "2013-11-20 00:00:00 XLI 300 @ 49.5099983215332"
## [1] "2013-11-20 00:00:00 XLI 300 @ 49.5099983215332"
## [1] "2013-11-25 00:00:00 XLI -300 @ 50.2400016784668"
## [1] "2013-11-25 00:00:00 XLI -300 @ 50.2400016784668"
## [1] "2013-12-03 00:00:00 XLI 300 @ 49.7599983215332"
## [1] "2013-12-03 00:00:00 XLI 300 @ 49.7599983215332"
## [1] "2013-12-09 00:00:00 XLI -300 @ 50.4700012207031"
## [1] "2013-12-09 00:00:00 XLI -300 @ 50.4700012207031"
## [1] "2013-12-12 00:00:00 XLI 300 @ 49.6199989318848"
## [1] "2013-12-12 00:00:00 XLI 300 @ 49.6199989318848"
## [1] "2013-12-17 00:00:00 XLI -300 @ 50.2200012207031"
## [1] "2013-12-17 00:00:00 XLI -300 @ 50.2200012207031"
## [1] "2014-01-03 00:00:00 XLI 300 @ 51.6699981689453"
## [1] "2014-01-03 00:00:00 XLI 300 @ 51.6699981689453"
## [1] "2014-01-10 00:00:00 XLI -300 @ 51.9300003051758"
## [1] "2014-01-10 00:00:00 XLI -300 @ 51.9300003051758"
## [1] "2014-01-14 00:00:00 XLI 300 @ 51.8400001525879"
## [1] "2014-01-14 00:00:00 XLI 300 @ 51.8400001525879"
## [1] "2014-01-16 00:00:00 XLI -300 @ 52.0800018310547"
## [1] "2014-01-16 00:00:00 XLI -300 @ 52.0800018310547"
## [1] "2014-01-24 00:00:00 XLI 300 @ 49.810001373291"
## [1] "2014-01-24 00:00:00 XLI 300 @ 49.810001373291"
## [1] "2014-02-07 00:00:00 XLI -300 @ 50.4700012207031"
## [1] "2014-02-07 00:00:00 XLI -300 @ 50.4700012207031"
## [1] "2014-02-20 00:00:00 XLI 300 @ 51.3300018310547"
## [1] "2014-02-20 00:00:00 XLI 300 @ 51.3300018310547"
## [1] "2014-02-24 00:00:00 XLI -300 @ 51.7799987792969"
## [1] "2014-02-24 00:00:00 XLI -300 @ 51.7799987792969"
## [1] "2014-03-04 00:00:00 XLI 300 @ 52.4599990844727"
## [1] "2014-03-04 00:00:00 XLI 300 @ 52.4599990844727"
## [1] "2014-03-05 00:00:00 XLI -300 @ 52.5299987792969"
## [1] "2014-03-05 00:00:00 XLI -300 @ 52.5299987792969"
## [1] "2014-03-12 00:00:00 XLI 300 @ 52.2900009155273"
## [1] "2014-03-12 00:00:00 XLI 300 @ 52.2900009155273"
## [1] "2014-03-19 00:00:00 XLI -300 @ 51.7200012207031"
## [1] "2014-03-19 00:00:00 XLI -300 @ 51.7200012207031"
## [1] "2014-03-24 00:00:00 XLI 300 @ 51.4799995422363"
## [1] "2014-03-24 00:00:00 XLI 300 @ 51.4799995422363"
## [1] "2014-03-26 00:00:00 XLI -300 @ 51.4199981689453"
## [1] "2014-03-26 00:00:00 XLI -300 @ 51.4199981689453"
## [1] "2014-03-27 00:00:00 XLI 300 @ 51.3499984741211"
## [1] "2014-03-27 00:00:00 XLI 300 @ 51.3499984741211"
## [1] "2014-03-31 00:00:00 XLI -300 @ 52.3300018310547"
## [1] "2014-03-31 00:00:00 XLI -300 @ 52.3300018310547"
## [1] "2014-04-07 00:00:00 XLI 300 @ 51.7900009155273"
## [1] "2014-04-07 00:00:00 XLI 300 @ 51.7900009155273"
## [1] "2014-04-10 00:00:00 XLI -300 @ 51.4099998474121"
## [1] "2014-04-10 00:00:00 XLI -300 @ 51.4099998474121"
## [1] "2014-04-11 00:00:00 XLI 300 @ 50.9000015258789"
## [1] "2014-04-11 00:00:00 XLI 300 @ 50.9000015258789"
## [1] "2014-04-17 00:00:00 XLI -300 @ 52.75"
## [1] "2014-04-17 00:00:00 XLI -300 @ 52.75"
## [1] "2014-04-28 00:00:00 XLI 300 @ 52.5400009155273"
## [1] "2014-04-28 00:00:00 XLI 300 @ 52.5400009155273"
## [1] "2014-05-01 00:00:00 XLI -300 @ 52.9000015258789"
## [1] "2014-05-01 00:00:00 XLI -300 @ 52.9000015258789"
## [1] "2014-05-07 00:00:00 XLI 300 @ 52.9799995422363"
## [1] "2014-05-07 00:00:00 XLI 300 @ 52.9799995422363"
## [1] "2014-05-12 00:00:00 XLI -300 @ 53.7999992370605"
## [1] "2014-05-12 00:00:00 XLI -300 @ 53.7999992370605"
## [1] "2014-05-16 00:00:00 XLI 300 @ 53.0900001525879"
## [1] "2014-05-16 00:00:00 XLI 300 @ 53.0900001525879"
## [1] "2014-05-27 00:00:00 XLI -300 @ 53.8300018310547"
## [1] "2014-05-27 00:00:00 XLI -300 @ 53.8300018310547"
## [1] "2014-06-12 00:00:00 XLI 300 @ 54.310001373291"
## [1] "2014-06-12 00:00:00 XLI 300 @ 54.310001373291"
## [1] "2014-06-19 00:00:00 XLI -300 @ 55.0400009155273"
## [1] "2014-06-19 00:00:00 XLI -300 @ 55.0400009155273"
## [1] "2014-06-24 00:00:00 XLI 300 @ 54.1500015258789"
## [1] "2014-06-24 00:00:00 XLI 300 @ 54.1500015258789"
## [1] "2014-07-02 00:00:00 XLI -300 @ 54.2999992370605"
## [1] "2014-07-02 00:00:00 XLI -300 @ 54.2999992370605"
## [1] "2014-07-09 00:00:00 XLI 300 @ 54.0800018310547"
## [1] "2014-07-09 00:00:00 XLI 300 @ 54.0800018310547"
## [1] "2014-07-15 00:00:00 XLI -300 @ 54.4099998474121"
## [1] "2014-07-15 00:00:00 XLI -300 @ 54.4099998474121"
## [1] "2014-07-18 00:00:00 XLI 300 @ 54.2400016784668"
## [1] "2014-07-18 00:00:00 XLI 300 @ 54.2400016784668"
## [1] "2014-07-23 00:00:00 XLI -300 @ 54.189998626709"
## [1] "2014-07-23 00:00:00 XLI -300 @ 54.189998626709"
## [1] "2014-07-25 00:00:00 XLI 300 @ 53.7900009155273"
## [1] "2014-07-25 00:00:00 XLI 300 @ 53.7900009155273"
## [1] "2014-08-11 00:00:00 XLI -300 @ 52.3800010681152"
## [1] "2014-08-11 00:00:00 XLI -300 @ 52.3800010681152"
## [1] "2014-08-29 00:00:00 XLI 300 @ 54.0200004577637"
## [1] "2014-08-29 00:00:00 XLI 300 @ 54.0200004577637"
## [1] "2014-09-03 00:00:00 XLI -300 @ 54.1300010681152"
## [1] "2014-09-03 00:00:00 XLI -300 @ 54.1300010681152"
## [1] "2014-09-10 00:00:00 XLI 300 @ 54.1500015258789"
## [1] "2014-09-10 00:00:00 XLI 300 @ 54.1500015258789"
## [1] "2014-09-17 00:00:00 XLI -300 @ 54.4799995422363"
## [1] "2014-09-17 00:00:00 XLI -300 @ 54.4799995422363"
## [1] "2014-09-23 00:00:00 XLI 300 @ 53.3800010681152"
## [1] "2014-09-23 00:00:00 XLI 300 @ 53.3800010681152"
## [1] "2014-10-06 00:00:00 XLI -300 @ 52.6399993896484"
## [1] "2014-10-06 00:00:00 XLI -300 @ 52.6399993896484"
## [1] "2014-10-08 00:00:00 XLI 300 @ 52.2799987792969"
## [1] "2014-10-08 00:00:00 XLI 300 @ 52.2799987792969"
## [1] "2014-10-20 00:00:00 XLI -300 @ 51.6300010681152"
## [1] "2014-10-20 00:00:00 XLI -300 @ 51.6300010681152"
## [1] "2014-12-01 00:00:00 XLI 300 @ 56.1800003051758"
## [1] "2014-12-01 00:00:00 XLI 300 @ 56.1800003051758"
## [1] "2014-12-04 00:00:00 XLI -300 @ 57.1300010681152"
## [1] "2014-12-04 00:00:00 XLI -300 @ 57.1300010681152"
## [1] "2014-12-09 00:00:00 XLI 300 @ 56.6399993896484"
## [1] "2014-12-09 00:00:00 XLI 300 @ 56.6399993896484"
## [1] "2014-12-18 00:00:00 XLI -300 @ 56.5900001525879"
## [1] "2014-12-18 00:00:00 XLI -300 @ 56.5900001525879"
## [1] "2014-12-31 00:00:00 XLI 300 @ 56.5800018310547"
## [1] "2014-12-31 00:00:00 XLI 300 @ 56.5800018310547"
## [1] "2015-01-09 00:00:00 XLI -300 @ 55.4199981689453"
## [1] "2015-01-09 00:00:00 XLI -300 @ 55.4199981689453"
## [1] "2015-01-13 00:00:00 XLI 300 @ 54.9300003051758"
## [1] "2015-01-13 00:00:00 XLI 300 @ 54.9300003051758"
## [1] "2015-01-21 00:00:00 XLI -300 @ 55.5699996948242"
## [1] "2015-01-21 00:00:00 XLI -300 @ 55.5699996948242"
## [1] "2015-01-28 00:00:00 XLI 300 @ 54.8400001525879"
## [1] "2015-01-28 00:00:00 XLI 300 @ 54.8400001525879"
## [1] "2015-02-04 00:00:00 XLI -300 @ 55.8499984741211"
## [1] "2015-02-04 00:00:00 XLI -300 @ 55.8499984741211"
## [1] "2015-02-27 00:00:00 XLI 300 @ 57.4900016784668"
## [1] "2015-02-27 00:00:00 XLI 300 @ 57.4900016784668"
## [1] "2015-03-03 00:00:00 XLI -300 @ 57.6500015258789"
## [1] "2015-03-03 00:00:00 XLI -300 @ 57.6500015258789"
## [1] "2015-03-05 00:00:00 XLI 300 @ 57.2400016784668"
## [1] "2015-03-05 00:00:00 XLI 300 @ 57.2400016784668"
## [1] "2015-03-17 00:00:00 XLI -300 @ 56.7799987792969"
## [1] "2015-03-17 00:00:00 XLI -300 @ 56.7799987792969"
## [1] "2015-03-24 00:00:00 XLI 300 @ 56.4500007629395"
## [1] "2015-03-24 00:00:00 XLI 300 @ 56.4500007629395"
## [1] "2015-03-31 00:00:00 XLI -300 @ 55.7700004577637"
## [1] "2015-03-31 00:00:00 XLI -300 @ 55.7700004577637"
## [1] "2015-04-02 00:00:00 XLI 300 @ 55.4300003051758"
## [1] "2015-04-02 00:00:00 XLI 300 @ 55.4300003051758"
## [1] "2015-04-07 00:00:00 XLI -300 @ 55.7200012207031"
## [1] "2015-04-07 00:00:00 XLI -300 @ 55.7200012207031"
## [1] "2015-04-20 00:00:00 XLI 300 @ 56.4500007629395"
## [1] "2015-04-20 00:00:00 XLI 300 @ 56.4500007629395"
## [1] "2015-04-23 00:00:00 XLI -300 @ 56.560001373291"
## [1] "2015-04-23 00:00:00 XLI -300 @ 56.560001373291"
## [1] "2015-04-27 00:00:00 XLI 300 @ 56.2999992370605"
## [1] "2015-04-27 00:00:00 XLI 300 @ 56.2999992370605"
## [1] "2015-05-05 00:00:00 XLI -300 @ 55.6599998474121"
## [1] "2015-05-05 00:00:00 XLI -300 @ 55.6599998474121"
## [1] "2015-05-06 00:00:00 XLI 300 @ 55.6300010681152"
## [1] "2015-05-06 00:00:00 XLI 300 @ 55.6300010681152"
## [1] "2015-05-11 00:00:00 XLI -300 @ 56.5299987792969"
## [1] "2015-05-11 00:00:00 XLI -300 @ 56.5299987792969"
## [1] "2015-05-21 00:00:00 XLI 300 @ 57.1599998474121"
## [1] "2015-05-21 00:00:00 XLI 300 @ 57.1599998474121"
## [1] "2015-06-04 00:00:00 XLI -300 @ 55.8199996948242"
## [1] "2015-06-04 00:00:00 XLI -300 @ 55.8199996948242"
## [1] "2015-06-05 00:00:00 XLI 300 @ 55.8600006103516"
## [1] "2015-06-05 00:00:00 XLI 300 @ 55.8600006103516"
## [1] "2015-06-11 00:00:00 XLI -300 @ 56.310001373291"
## [1] "2015-06-11 00:00:00 XLI -300 @ 56.310001373291"
## [1] "2015-06-16 00:00:00 XLI 300 @ 55.560001373291"
## [1] "2015-06-16 00:00:00 XLI 300 @ 55.560001373291"
## [1] "2015-06-19 00:00:00 XLI -300 @ 55.7200012207031"
## [1] "2015-06-19 00:00:00 XLI -300 @ 55.7200012207031"
## [1] "2015-06-25 00:00:00 XLI 300 @ 54.9700012207031"
## [1] "2015-06-25 00:00:00 XLI 300 @ 54.9700012207031"
## [1] "2015-07-08 00:00:00 XLI -300 @ 53.4799995422363"
## [1] "2015-07-08 00:00:00 XLI -300 @ 53.4799995422363"
## [1] "2015-07-09 00:00:00 XLI 300 @ 53.6100006103516"
## [1] "2015-07-09 00:00:00 XLI 300 @ 53.6100006103516"
## [1] "2015-07-13 00:00:00 XLI -300 @ 54.7700004577637"
## [1] "2015-07-13 00:00:00 XLI -300 @ 54.7700004577637"
## [1] "2015-07-22 00:00:00 XLI 300 @ 54.0999984741211"
## [1] "2015-07-22 00:00:00 XLI 300 @ 54.0999984741211"
## [1] "2015-07-29 00:00:00 XLI -300 @ 54.3199996948242"
## [1] "2015-07-29 00:00:00 XLI -300 @ 54.3199996948242"
## [1] "2015-08-05 00:00:00 XLI 300 @ 54.2299995422363"
## [1] "2015-08-05 00:00:00 XLI 300 @ 54.2299995422363"
## [1] "2015-08-06 00:00:00 XLI -300 @ 53.9500007629395"
## [1] "2015-08-06 00:00:00 XLI -300 @ 53.9500007629395"
## [1] "2015-08-10 00:00:00 XLI 300 @ 54.7400016784668"
## [1] "2015-08-10 00:00:00 XLI 300 @ 54.7400016784668"
## [1] "2015-08-11 00:00:00 XLI -300 @ 54.0699996948242"
## [1] "2015-08-11 00:00:00 XLI -300 @ 54.0699996948242"
## [1] "2015-08-20 00:00:00 XLI 300 @ 52.9199981689453"
## [1] "2015-08-20 00:00:00 XLI 300 @ 52.9199981689453"
## [1] "2015-08-28 00:00:00 XLI -300 @ 51.75"
## [1] "2015-08-28 00:00:00 XLI -300 @ 51.75"
## [1] "2015-09-02 00:00:00 XLI 300 @ 51.0400009155273"
## [1] "2015-09-02 00:00:00 XLI 300 @ 51.0400009155273"
## [1] "2015-09-09 00:00:00 XLI -300 @ 51.2000007629395"
## [1] "2015-09-09 00:00:00 XLI -300 @ 51.2000007629395"
## [1] "2015-09-21 00:00:00 XLI 300 @ 51.1100006103516"
## [1] "2015-09-21 00:00:00 XLI 300 @ 51.1100006103516"
## [1] "2015-10-01 00:00:00 XLI -300 @ 49.7799987792969"
## [1] "2015-10-01 00:00:00 XLI -300 @ 49.7799987792969"
## [1] "2015-10-14 00:00:00 XLI 300 @ 52.25"
## [1] "2015-10-14 00:00:00 XLI 300 @ 52.25"
## [1] "2015-10-21 00:00:00 XLI -300 @ 52.9799995422363"
## [1] "2015-10-21 00:00:00 XLI -300 @ 52.9799995422363"
## [1] "2015-10-28 00:00:00 XLI 300 @ 54.3699989318848"
## [1] "2015-10-28 00:00:00 XLI 300 @ 54.3699989318848"
## [1] "2015-11-03 00:00:00 XLI -300 @ 54.939998626709"
## [1] "2015-11-03 00:00:00 XLI -300 @ 54.939998626709"
## [1] "2015-11-10 00:00:00 XLI 300 @ 54.4300003051758"
## [1] "2015-11-10 00:00:00 XLI 300 @ 54.4300003051758"
## [1] "2015-11-19 00:00:00 XLI -300 @ 55.0900001525879"
## [1] "2015-11-19 00:00:00 XLI -300 @ 55.0900001525879"
## [1] "2015-12-01 00:00:00 XLI 300 @ 55"
## [1] "2015-12-01 00:00:00 XLI 300 @ 55"
## [1] "2015-12-17 00:00:00 XLI -300 @ 52.8600006103516"
## [1] "2015-12-17 00:00:00 XLI -300 @ 52.8600006103516"
## [1] "2015-12-21 00:00:00 XLI 300 @ 52.1399993896484"
## [1] "2015-12-21 00:00:00 XLI 300 @ 52.1399993896484"
## [1] "2015-12-23 00:00:00 XLI -300 @ 53.4799995422363"
## [1] "2015-12-23 00:00:00 XLI -300 @ 53.4799995422363"
## [1] "2016-01-04 00:00:00 XLI 300 @ 52.2999992370605"
## [1] "2016-01-04 00:00:00 XLI 300 @ 52.2999992370605"
## [1] "2016-01-27 00:00:00 XLI -300 @ 48.4000015258789"
## [1] "2016-01-27 00:00:00 XLI -300 @ 48.4000015258789"
## [1] "2016-02-03 00:00:00 XLI 300 @ 49.6599998474121"
## [1] "2016-02-03 00:00:00 XLI 300 @ 49.6599998474121"
## [1] "2016-02-05 00:00:00 XLI -300 @ 50.0400009155273"
## [1] "2016-02-05 00:00:00 XLI -300 @ 50.0400009155273"
## [1] "2016-02-12 00:00:00 XLI 300 @ 49.6699981689453"
## [1] "2016-02-12 00:00:00 XLI 300 @ 49.6699981689453"
## [1] "2016-02-17 00:00:00 XLI -300 @ 51.4500007629395"
## [1] "2016-02-17 00:00:00 XLI -300 @ 51.4500007629395"
## [1] "2016-03-09 00:00:00 XLI 300 @ 53.3499984741211"
## [1] "2016-03-09 00:00:00 XLI 300 @ 53.3499984741211"
## [1] "2016-03-14 00:00:00 XLI -300 @ 54.0900001525879"
## [1] "2016-03-14 00:00:00 XLI -300 @ 54.0900001525879"
## [1] "2016-03-24 00:00:00 XLI 300 @ 55.1199989318848"
## [1] "2016-03-24 00:00:00 XLI 300 @ 55.1199989318848"
## [1] "2016-03-30 00:00:00 XLI -300 @ 55.5999984741211"
## [1] "2016-03-30 00:00:00 XLI -300 @ 55.5999984741211"
## [1] "2016-04-05 00:00:00 XLI 300 @ 54.7599983215332"
## [1] "2016-04-05 00:00:00 XLI 300 @ 54.7599983215332"
## [1] "2016-04-13 00:00:00 XLI -300 @ 55.8699989318848"
## [1] "2016-04-13 00:00:00 XLI -300 @ 55.8699989318848"
## [1] "2016-04-26 00:00:00 XLI 300 @ 56.6399993896484"
## [1] "2016-04-26 00:00:00 XLI 300 @ 56.6399993896484"
## [1] "2016-04-27 00:00:00 XLI -300 @ 57.0400009155273"
## [1] "2016-04-27 00:00:00 XLI -300 @ 57.0400009155273"
## [1] "2016-05-02 00:00:00 XLI 300 @ 56.4500007629395"
## [1] "2016-05-02 00:00:00 XLI 300 @ 56.4500007629395"
## [1] "2016-05-11 00:00:00 XLI -300 @ 55.8699989318848"
## [1] "2016-05-11 00:00:00 XLI -300 @ 55.8699989318848"
## [1] "2016-05-16 00:00:00 XLI 300 @ 55.7299995422363"
## [1] "2016-05-16 00:00:00 XLI 300 @ 55.7299995422363"
## [1] "2016-05-25 00:00:00 XLI -300 @ 55.8800010681152"
## [1] "2016-05-25 00:00:00 XLI -300 @ 55.8800010681152"
## [1] "2016-06-13 00:00:00 XLI 300 @ 55.8600006103516"
## [1] "2016-06-13 00:00:00 XLI 300 @ 55.8600006103516"
## [1] "2016-06-21 00:00:00 XLI -300 @ 56.2000007629395"
## [1] "2016-06-21 00:00:00 XLI -300 @ 56.2000007629395"
## [1] "2016-06-27 00:00:00 XLI 300 @ 53.0999984741211"
## [1] "2016-06-27 00:00:00 XLI 300 @ 53.0999984741211"
## [1] "2016-06-30 00:00:00 XLI -300 @ 56.0099983215332"
## [1] "2016-06-30 00:00:00 XLI -300 @ 56.0099983215332"
## [1] "2016-07-22 00:00:00 XLI 300 @ 58.2900009155273"
## [1] "2016-07-22 00:00:00 XLI 300 @ 58.2900009155273"
## [1] "2016-08-08 00:00:00 XLI -300 @ 58.3899993896484"
## [1] "2016-08-08 00:00:00 XLI -300 @ 58.3899993896484"
## [1] "2016-08-25 00:00:00 XLI 300 @ 58.8300018310547"
## [1] "2016-08-25 00:00:00 XLI 300 @ 58.8300018310547"
## [1] "2016-08-30 00:00:00 XLI -300 @ 58.9199981689453"
## [1] "2016-08-30 00:00:00 XLI -300 @ 58.9199981689453"
## [1] "2016-09-01 00:00:00 XLI 300 @ 58.6399993896484"
## [1] "2016-09-01 00:00:00 XLI 300 @ 58.6399993896484"
## [1] "2016-09-06 00:00:00 XLI -300 @ 58.7599983215332"
## [1] "2016-09-06 00:00:00 XLI -300 @ 58.7599983215332"
## [1] "2016-09-12 00:00:00 XLI 300 @ 57.8499984741211"
## [1] "2016-09-12 00:00:00 XLI 300 @ 57.8499984741211"
## [1] "2016-09-22 00:00:00 XLI -300 @ 58.060001373291"
## [1] "2016-09-22 00:00:00 XLI -300 @ 58.060001373291"
## [1] "2016-10-05 00:00:00 XLI 300 @ 58.310001373291"
## [1] "2016-10-05 00:00:00 XLI 300 @ 58.310001373291"
## [1] "2016-10-20 00:00:00 XLI -300 @ 57.0699996948242"
## [1] "2016-10-20 00:00:00 XLI -300 @ 57.0699996948242"
## [1] "2016-10-21 00:00:00 XLI 300 @ 56.9900016784668"
## [1] "2016-10-21 00:00:00 XLI 300 @ 56.9900016784668"
## [1] "2016-11-01 00:00:00 XLI -300 @ 56.7200012207031"
## [1] "2016-11-01 00:00:00 XLI -300 @ 56.7200012207031"
## [1] "2016-11-02 00:00:00 XLI 300 @ 56.5099983215332"
## [1] "2016-11-02 00:00:00 XLI 300 @ 56.5099983215332"
## [1] "2016-11-08 00:00:00 XLI -300 @ 58.2099990844727"
## [1] "2016-11-08 00:00:00 XLI -300 @ 58.2099990844727"
## [1] "2016-12-15 00:00:00 XLI 300 @ 63.0900001525879"
## [1] "2016-12-15 00:00:00 XLI 300 @ 63.0900001525879"
## [1] "2016-12-21 00:00:00 XLI -300 @ 63.0499992370605"
## [1] "2016-12-21 00:00:00 XLI -300 @ 63.0499992370605"
## [1] "2016-12-29 00:00:00 XLI 300 @ 62.439998626709"
## [1] "2016-12-29 00:00:00 XLI 300 @ 62.439998626709"
## [1] "2017-01-05 00:00:00 XLI -300 @ 62.7799987792969"
## [1] "2017-01-05 00:00:00 XLI -300 @ 62.7799987792969"
## [1] "2017-01-18 00:00:00 XLI 300 @ 62.9700012207031"
## [1] "2017-01-18 00:00:00 XLI 300 @ 62.9700012207031"
## [1] "2017-01-20 00:00:00 XLI -300 @ 63.439998626709"
## [1] "2017-01-20 00:00:00 XLI -300 @ 63.439998626709"
## [1] "2017-01-24 00:00:00 XLI 300 @ 63.7200012207031"
## [1] "2017-01-24 00:00:00 XLI 300 @ 63.7200012207031"
## [1] "2017-01-25 00:00:00 XLI -300 @ 64.3899993896484"
## [1] "2017-01-25 00:00:00 XLI -300 @ 64.3899993896484"
## [1] "2017-01-31 00:00:00 XLI 300 @ 63.3800010681152"
## [1] "2017-01-31 00:00:00 XLI 300 @ 63.3800010681152"
## [1] "2017-02-06 00:00:00 XLI -300 @ 63.7099990844727"
## [1] "2017-02-06 00:00:00 XLI -300 @ 63.7099990844727"
## [1] "2017-02-24 00:00:00 XLI 300 @ 65.8899993896484"
## [1] "2017-02-24 00:00:00 XLI 300 @ 65.8899993896484"
## [1] "2017-02-28 00:00:00 XLI -300 @ 65.8600006103516"
## [1] "2017-02-28 00:00:00 XLI -300 @ 65.8600006103516"
## [1] "2017-03-08 00:00:00 XLI 300 @ 65.7399978637695"
## [1] "2017-03-08 00:00:00 XLI 300 @ 65.7399978637695"
## [1] "2017-03-29 00:00:00 XLI -300 @ 64.9700012207031"
## [1] "2017-03-29 00:00:00 XLI -300 @ 64.9700012207031"
## [1] "2017-04-06 00:00:00 XLI 300 @ 65.0599975585938"
## [1] "2017-04-06 00:00:00 XLI 300 @ 65.0599975585938"
## [1] "2017-04-10 00:00:00 XLI -300 @ 65.2900009155273"
## [1] "2017-04-10 00:00:00 XLI -300 @ 65.2900009155273"
## [1] "2017-04-13 00:00:00 XLI 300 @ 64.0199966430664"
## [1] "2017-04-13 00:00:00 XLI 300 @ 64.0199966430664"
## [1] "2017-04-21 00:00:00 XLI -300 @ 65.4100036621094"
## [1] "2017-04-21 00:00:00 XLI -300 @ 65.4100036621094"
## [1] "2017-05-01 00:00:00 XLI 300 @ 66.1399993896484"
## [1] "2017-05-01 00:00:00 XLI 300 @ 66.1399993896484"
## [1] "2017-05-04 00:00:00 XLI -300 @ 66.5800018310547"
## [1] "2017-05-04 00:00:00 XLI -300 @ 66.5800018310547"
## [1] "2017-05-15 00:00:00 XLI 300 @ 66.6100006103516"
## [1] "2017-05-15 00:00:00 XLI 300 @ 66.6100006103516"
## [1] "2017-05-22 00:00:00 XLI -300 @ 66.6699981689453"
## [1] "2017-05-22 00:00:00 XLI -300 @ 66.6699981689453"
## [1] "2017-06-07 00:00:00 XLI 300 @ 67.4300003051758"
## [1] "2017-06-07 00:00:00 XLI 300 @ 67.4300003051758"
## [1] "2017-06-12 00:00:00 XLI -300 @ 68.1600036621094"
## [1] "2017-06-12 00:00:00 XLI -300 @ 68.1600036621094"
## [1] "2017-06-21 00:00:00 XLI 300 @ 67.9000015258789"
## [1] "2017-06-21 00:00:00 XLI 300 @ 67.9000015258789"
## [1] "2017-07-05 00:00:00 XLI -300 @ 68.7300033569336"
## [1] "2017-07-05 00:00:00 XLI -300 @ 68.7300033569336"
## [1] "2017-07-21 00:00:00 XLI 300 @ 68.7799987792969"
## [1] "2017-07-21 00:00:00 XLI 300 @ 68.7799987792969"
## [1] "2017-08-04 00:00:00 XLI -300 @ 68.879997253418"
## [1] "2017-08-04 00:00:00 XLI -300 @ 68.879997253418"
## [1] "2017-08-11 00:00:00 XLI 300 @ 67.8600006103516"
## [1] "2017-08-11 00:00:00 XLI 300 @ 67.8600006103516"
## [1] "2017-08-15 00:00:00 XLI -300 @ 68.4199981689453"
## [1] "2017-08-15 00:00:00 XLI -300 @ 68.4199981689453"
## [1] "2017-08-18 00:00:00 XLI 300 @ 67.1500015258789"
## [1] "2017-08-18 00:00:00 XLI 300 @ 67.1500015258789"
## [1] "2017-08-23 00:00:00 XLI -300 @ 67.3899993896484"
## [1] "2017-08-23 00:00:00 XLI -300 @ 67.3899993896484"
## [1] "2017-08-25 00:00:00 XLI 300 @ 67.5"
## [1] "2017-08-25 00:00:00 XLI 300 @ 67.5"
## [1] "2017-08-30 00:00:00 XLI -300 @ 68.2300033569336"
## [1] "2017-08-30 00:00:00 XLI -300 @ 68.2300033569336"
## [1] "2017-09-06 00:00:00 XLI 300 @ 67.9000015258789"
## [1] "2017-09-06 00:00:00 XLI 300 @ 67.9000015258789"
## [1] "2017-09-11 00:00:00 XLI -300 @ 68.8600006103516"
## [1] "2017-09-11 00:00:00 XLI -300 @ 68.8600006103516"
## [1] "2017-10-10 00:00:00 XLI 300 @ 71.8499984741211"
## [1] "2017-10-10 00:00:00 XLI 300 @ 71.8499984741211"
## [1] "2017-10-13 00:00:00 XLI -300 @ 72.0599975585938"
## [1] "2017-10-13 00:00:00 XLI -300 @ 72.0599975585938"
## [1] "2017-10-18 00:00:00 XLI 300 @ 71.9800033569336"
## [1] "2017-10-18 00:00:00 XLI 300 @ 71.9800033569336"
## [1] "2017-10-20 00:00:00 XLI -300 @ 72.9599990844727"
## [1] "2017-10-20 00:00:00 XLI -300 @ 72.9599990844727"
## [1] "2017-10-26 00:00:00 XLI 300 @ 72.2900009155273"
## [1] "2017-10-26 00:00:00 XLI 300 @ 72.2900009155273"
## [1] "2017-11-03 00:00:00 XLI -300 @ 71.8300018310547"
## [1] "2017-11-03 00:00:00 XLI -300 @ 71.8300018310547"
## [1] "2017-11-10 00:00:00 XLI 300 @ 71.0599975585938"
## [1] "2017-11-10 00:00:00 XLI 300 @ 71.0599975585938"
## [1] "2017-11-22 00:00:00 XLI -300 @ 71.4100036621094"
## [1] "2017-11-22 00:00:00 XLI -300 @ 71.4100036621094"
## [1] "2017-12-15 00:00:00 XLI 300 @ 74.5199966430664"
## [1] "2017-12-15 00:00:00 XLI 300 @ 74.5199966430664"
## [1] "2017-12-19 00:00:00 XLI -300 @ 75.0699996948242"
## [1] "2017-12-19 00:00:00 XLI -300 @ 75.0699996948242"
## [1] "2018-01-31 00:00:00 XLI 300 @ 79.7300033569336"
## [1] "2018-01-31 00:00:00 XLI 300 @ 79.7300033569336"
## [1] "2018-02-15 00:00:00 XLI -300 @ 77.2699966430664"
## [1] "2018-02-15 00:00:00 XLI -300 @ 77.2699966430664"
## [1] "2018-03-01 00:00:00 XLI 300 @ 75.1500015258789"
## [1] "2018-03-01 00:00:00 XLI 300 @ 75.1500015258789"
## [1] "2018-03-07 00:00:00 XLI -300 @ 76.3600006103516"
## [1] "2018-03-07 00:00:00 XLI -300 @ 76.3600006103516"
## [1] "2018-03-15 00:00:00 XLI 300 @ 76.4800033569336"
## [1] "2018-03-15 00:00:00 XLI 300 @ 76.4800033569336"
## [1] "2018-04-02 00:00:00 XLI -300 @ 72.7600021362305"
## [1] "2018-04-02 00:00:00 XLI -300 @ 72.7600021362305"
## [1] "2018-04-03 00:00:00 XLI 300 @ 73.7699966430664"
## [1] "2018-04-03 00:00:00 XLI 300 @ 73.7699966430664"
## [1] "2018-04-06 00:00:00 XLI -300 @ 72.7699966430664"
## [1] "2018-04-06 00:00:00 XLI -300 @ 72.7699966430664"
## [1] "2018-04-09 00:00:00 XLI 300 @ 72.5500030517578"
## [1] "2018-04-09 00:00:00 XLI 300 @ 72.5500030517578"
## [1] "2018-04-13 00:00:00 XLI -300 @ 73.9899978637695"
## [1] "2018-04-13 00:00:00 XLI -300 @ 73.9899978637695"
## [1] "2018-04-25 00:00:00 XLI 300 @ 73.6100006103516"
## [1] "2018-04-25 00:00:00 XLI 300 @ 73.6100006103516"
## [1] "2018-05-07 00:00:00 XLI -300 @ 72.7399978637695"
## [1] "2018-05-07 00:00:00 XLI -300 @ 72.7399978637695"
## [1] "2018-05-30 00:00:00 XLI 300 @ 75.5299987792969"
## [1] "2018-05-30 00:00:00 XLI 300 @ 75.5299987792969"
## [1] "2018-06-07 00:00:00 XLI -300 @ 76.1900024414062"
## [1] "2018-06-07 00:00:00 XLI -300 @ 76.1900024414062"
## [1] "2018-06-14 00:00:00 XLI 300 @ 75.6100006103516"
## [1] "2018-06-14 00:00:00 XLI 300 @ 75.6100006103516"
## [1] "2018-07-03 00:00:00 XLI -300 @ 71.5599975585938"
## [1] "2018-07-03 00:00:00 XLI -300 @ 71.5599975585938"
## [1] "2018-07-12 00:00:00 XLI 300 @ 73.370002746582"
## [1] "2018-07-12 00:00:00 XLI 300 @ 73.370002746582"
## [1] "2018-07-16 00:00:00 XLI -300 @ 73.4499969482422"
## [1] "2018-07-16 00:00:00 XLI -300 @ 73.4499969482422"
## [1] "2018-07-24 00:00:00 XLI 300 @ 74.2900009155273"
## [1] "2018-07-24 00:00:00 XLI 300 @ 74.2900009155273"
## [1] "2018-07-26 00:00:00 XLI -300 @ 76"
## [1] "2018-07-26 00:00:00 XLI -300 @ 76"
## [1] "2018-07-31 00:00:00 XLI 300 @ 76.9199981689453"
## [1] "2018-07-31 00:00:00 XLI 300 @ 76.9199981689453"
## [1] "2018-08-01 00:00:00 XLI -300 @ 75.879997253418"
## [1] "2018-08-01 00:00:00 XLI -300 @ 75.879997253418"
## [1] "2018-08-10 00:00:00 XLI 300 @ 75.0699996948242"
## [1] "2018-08-10 00:00:00 XLI 300 @ 75.0699996948242"
## [1] "2018-08-17 00:00:00 XLI -300 @ 76.2799987792969"
## [1] "2018-08-17 00:00:00 XLI -300 @ 76.2799987792969"
## [1] "2018-08-31 00:00:00 XLI 300 @ 77.0999984741211"
## [1] "2018-08-31 00:00:00 XLI 300 @ 77.0999984741211"
## [1] "2018-09-06 00:00:00 XLI -300 @ 77.8300018310547"
## [1] "2018-09-06 00:00:00 XLI -300 @ 77.8300018310547"
## [1] "2018-09-25 00:00:00 XLI 300 @ 78.3899993896484"
## [1] "2018-09-25 00:00:00 XLI 300 @ 78.3899993896484"
## [1] "2018-10-02 00:00:00 XLI -300 @ 79.2699966430664"
## [1] "2018-10-02 00:00:00 XLI -300 @ 79.2699966430664"
## [1] "2018-10-08 00:00:00 XLI 300 @ 79.129997253418"
## [1] "2018-10-08 00:00:00 XLI 300 @ 79.129997253418"
## [1] "2018-10-17 00:00:00 XLI -300 @ 74.7399978637695"
## [1] "2018-10-17 00:00:00 XLI -300 @ 74.7399978637695"
## [1] "2018-10-19 00:00:00 XLI 300 @ 73.1800003051758"
## [1] "2018-10-19 00:00:00 XLI 300 @ 73.1800003051758"
## [1] "2018-11-01 00:00:00 XLI -300 @ 71.1100006103516"
## [1] "2018-11-01 00:00:00 XLI -300 @ 71.1100006103516"
## [1] "2018-11-13 00:00:00 XLI 300 @ 71.3099975585938"
## [1] "2018-11-13 00:00:00 XLI 300 @ 71.3099975585938"
## [1] "2018-11-16 00:00:00 XLI -300 @ 71.9899978637695"
## [1] "2018-11-16 00:00:00 XLI -300 @ 71.9899978637695"
## [1] "2018-11-20 00:00:00 XLI 300 @ 69.379997253418"
## [1] "2018-11-20 00:00:00 XLI 300 @ 69.379997253418"
## [1] "2018-11-29 00:00:00 XLI -300 @ 71.8399963378906"
## [1] "2018-11-29 00:00:00 XLI -300 @ 71.8399963378906"
## [1] "2018-12-06 00:00:00 XLI 300 @ 69.870002746582"
## [1] "2018-12-06 00:00:00 XLI 300 @ 69.870002746582"
## [1] "2018-12-28 00:00:00 XLI -300 @ 63.7700004577637"
## [1] "2018-12-28 00:00:00 XLI -300 @ 63.7700004577637"
## [1] "2019-01-04 00:00:00 XLI 300 @ 65.1500015258789"
## [1] "2019-01-04 00:00:00 XLI 300 @ 65.1500015258789"
## [1] "2019-01-07 00:00:00 XLI -300 @ 65.6800003051758"
## [1] "2019-01-07 00:00:00 XLI -300 @ 65.6800003051758"
## [1] "2019-03-05 00:00:00 XLI 300 @ 75.5800018310547"
## [1] "2019-03-05 00:00:00 XLI 300 @ 75.5800018310547"
## [1] "2019-03-29 00:00:00 XLI -300 @ 75.0299987792969"
## [1] "2019-03-29 00:00:00 XLI -300 @ 75.0299987792969"
## [1] "2019-04-10 00:00:00 XLI 300 @ 75.620002746582"
## [1] "2019-04-10 00:00:00 XLI 300 @ 75.620002746582"
## [1] "2019-04-15 00:00:00 XLI -300 @ 76.8499984741211"
## [1] "2019-04-15 00:00:00 XLI -300 @ 76.8499984741211"
## [1] "2019-04-26 00:00:00 XLI 300 @ 77.5199966430664"
## [1] "2019-04-26 00:00:00 XLI 300 @ 77.5199966430664"
## [1] "2019-05-01 00:00:00 XLI -300 @ 77.5"
## [1] "2019-05-01 00:00:00 XLI -300 @ 77.5"
## [1] "2019-05-03 00:00:00 XLI 300 @ 78.4000015258789"
## [1] "2019-05-03 00:00:00 XLI 300 @ 78.4000015258789"
## [1] "2019-05-06 00:00:00 XLI -300 @ 77.6500015258789"
## [1] "2019-05-06 00:00:00 XLI -300 @ 77.6500015258789"
## [1] "2019-05-08 00:00:00 XLI 300 @ 76.0800018310547"
## [1] "2019-05-08 00:00:00 XLI 300 @ 76.0800018310547"
## [1] "2019-05-17 00:00:00 XLI -300 @ 74.8199996948242"
## [1] "2019-05-17 00:00:00 XLI -300 @ 74.8199996948242"
## [1] "2019-05-21 00:00:00 XLI 300 @ 75.5100021362305"
## [1] "2019-05-21 00:00:00 XLI 300 @ 75.5100021362305"
## [1] "2019-05-22 00:00:00 XLI -300 @ 74.8899993896484"
## [1] "2019-05-22 00:00:00 XLI -300 @ 74.8899993896484"
## [1] "2019-05-24 00:00:00 XLI 300 @ 73.7799987792969"
## [1] "2019-05-24 00:00:00 XLI 300 @ 73.7799987792969"
## [1] "2019-06-05 00:00:00 XLI -300 @ 74.9899978637695"
## [1] "2019-06-05 00:00:00 XLI -300 @ 74.9899978637695"
## [1] "2019-06-18 00:00:00 XLI 300 @ 76.6100006103516"
## [1] "2019-06-18 00:00:00 XLI 300 @ 76.6100006103516"
## [1] "2019-06-19 00:00:00 XLI -300 @ 76.5500030517578"
## [1] "2019-06-19 00:00:00 XLI -300 @ 76.5500030517578"
## [1] "2019-06-26 00:00:00 XLI 300 @ 76.5400009155273"
## [1] "2019-06-26 00:00:00 XLI 300 @ 76.5400009155273"
## [1] "2019-07-01 00:00:00 XLI -300 @ 77.4899978637695"
## [1] "2019-07-01 00:00:00 XLI -300 @ 77.4899978637695"
## [1] "2019-07-09 00:00:00 XLI 300 @ 76.6999969482422"
## [1] "2019-07-09 00:00:00 XLI 300 @ 76.6999969482422"
## [1] "2019-07-15 00:00:00 XLI -300 @ 78.0699996948242"
## [1] "2019-07-15 00:00:00 XLI -300 @ 78.0699996948242"
## [1] "2019-07-18 00:00:00 XLI 300 @ 77.0299987792969"
## [1] "2019-07-18 00:00:00 XLI 300 @ 77.0299987792969"
## [1] "2019-07-24 00:00:00 XLI -300 @ 78.8300018310547"
## [1] "2019-07-24 00:00:00 XLI -300 @ 78.8300018310547"
## [1] "2019-07-30 00:00:00 XLI 300 @ 78.6999969482422"
## [1] "2019-07-30 00:00:00 XLI 300 @ 78.6999969482422"
## [1] "2019-07-31 00:00:00 XLI -300 @ 77.8199996948242"
## [1] "2019-07-31 00:00:00 XLI -300 @ 77.8199996948242"
## [1] "2019-08-01 00:00:00 XLI 300 @ 76.3099975585938"
## [1] "2019-08-01 00:00:00 XLI 300 @ 76.3099975585938"
## [1] "2019-08-09 00:00:00 XLI -300 @ 75.4199981689453"
## [1] "2019-08-09 00:00:00 XLI -300 @ 75.4199981689453"
## [1] "2019-08-13 00:00:00 XLI 300 @ 75.2699966430664"
## [1] "2019-08-13 00:00:00 XLI 300 @ 75.2699966430664"
## [1] "2019-08-20 00:00:00 XLI -300 @ 74.5599975585938"
## [1] "2019-08-20 00:00:00 XLI -300 @ 74.5599975585938"
## [1] "2019-08-26 00:00:00 XLI 300 @ 73.6600036621094"
## [1] "2019-08-26 00:00:00 XLI 300 @ 73.6600036621094"
## [1] "2019-08-29 00:00:00 XLI -300 @ 75.4499969482422"
## [1] "2019-08-29 00:00:00 XLI -300 @ 75.4499969482422"
## [1] "2019-09-20 00:00:00 XLI 300 @ 77.8099975585938"
## [1] "2019-09-20 00:00:00 XLI 300 @ 77.8099975585938"
## [1] "2019-10-11 00:00:00 XLI -300 @ 76.8000030517578"
## [1] "2019-10-11 00:00:00 XLI -300 @ 76.8000030517578"
## [1] "2019-11-01 00:00:00 XLI 300 @ 80.2200012207031"
## [1] "2019-11-01 00:00:00 XLI 300 @ 80.2200012207031"
## [1] "2019-11-04 00:00:00 XLI -300 @ 81.1500015258789"
## [1] "2019-11-04 00:00:00 XLI -300 @ 81.1500015258789"
## [1] "2019-11-14 00:00:00 XLI 300 @ 81.7099990844727"
## [1] "2019-11-14 00:00:00 XLI 300 @ 81.7099990844727"
## [1] "2019-11-18 00:00:00 XLI -300 @ 82"
## [1] "2019-11-18 00:00:00 XLI -300 @ 82"
## [1] "2019-11-21 00:00:00 XLI 300 @ 81.25"
## [1] "2019-11-21 00:00:00 XLI 300 @ 81.25"
## [1] "2019-11-26 00:00:00 XLI -300 @ 82.5"
## [1] "2019-11-26 00:00:00 XLI -300 @ 82.5"
## [1] "2019-12-02 00:00:00 XLI 300 @ 80.6900024414062"
## [1] "2019-12-02 00:00:00 XLI 300 @ 80.6900024414062"
## [1] "2019-12-09 00:00:00 XLI -300 @ 80.8000030517578"
## [1] "2019-12-09 00:00:00 XLI -300 @ 80.8000030517578"
## [1] "2019-12-19 00:00:00 XLI 300 @ 81.4700012207031"
## [1] "2019-12-19 00:00:00 XLI 300 @ 81.4700012207031"
## [1] "2019-12-24 00:00:00 XLI -300 @ 81.7799987792969"
## [1] "2019-12-24 00:00:00 XLI -300 @ 81.7799987792969"
## [1] "2019-12-31 00:00:00 XLI 300 @ 81.4700012207031"
## [1] "2019-12-31 00:00:00 XLI 300 @ 81.4700012207031"
## [1] "2020-01-03 00:00:00 XLI -300 @ 82.8499984741211"
## [1] "2020-01-03 00:00:00 XLI -300 @ 82.8499984741211"
## [1] "2020-01-22 00:00:00 XLI 300 @ 83.0400009155273"
## [1] "2020-01-22 00:00:00 XLI 300 @ 83.0400009155273"
## [1] "2020-02-05 00:00:00 XLI -300 @ 83.9899978637695"
## [1] "2020-02-05 00:00:00 XLI -300 @ 83.9899978637695"
## [1] "2020-02-19 00:00:00 XLI 300 @ 84.129997253418"
## [1] "2020-02-19 00:00:00 XLI 300 @ 84.129997253418"
## [1] "2020-03-05 00:00:00 XLI -300 @ 73.0899963378906"
## [1] "2020-03-05 00:00:00 XLI -300 @ 73.0899963378906"
## [1] "2020-03-06 00:00:00 XLI 300 @ 72.4499969482422"
## [1] "2020-03-06 00:00:00 XLI 300 @ 72.4499969482422"
## [1] "2020-03-25 00:00:00 XLI -300 @ 57.8300018310547"
## [1] "2020-03-25 00:00:00 XLI -300 @ 57.8300018310547"
## [1] "2020-04-02 00:00:00 XLI 300 @ 57.0999984741211"
## [1] "2020-04-02 00:00:00 XLI 300 @ 57.0999984741211"
## [1] "2020-04-07 00:00:00 XLI -300 @ 60.0999984741211"
## [1] "2020-04-07 00:00:00 XLI -300 @ 60.0999984741211"
## [1] "2020-04-16 00:00:00 XLI 300 @ 60.2700004577637"
## [1] "2020-04-16 00:00:00 XLI 300 @ 60.2700004577637"
## [1] "2020-04-20 00:00:00 XLI -300 @ 61.4199981689453"
## [1] "2020-04-20 00:00:00 XLI -300 @ 61.4199981689453"
## [1] "2020-04-22 00:00:00 XLI 300 @ 60.5999984741211"
## [1] "2020-04-22 00:00:00 XLI 300 @ 60.5999984741211"
## [1] "2020-04-27 00:00:00 XLI -300 @ 63.0999984741211"
## [1] "2020-04-27 00:00:00 XLI -300 @ 63.0999984741211"
## [1] "2020-05-04 00:00:00 XLI 300 @ 61.4799995422363"
## [1] "2020-05-04 00:00:00 XLI 300 @ 61.4799995422363"
## [1] "2020-05-11 00:00:00 XLI -300 @ 62.3199996948242"
## [1] "2020-05-11 00:00:00 XLI -300 @ 62.3199996948242"
## [1] "2020-05-13 00:00:00 XLI 300 @ 59.0499992370605"
## [1] "2020-05-13 00:00:00 XLI 300 @ 59.0499992370605"
## [1] "2020-05-19 00:00:00 XLI -300 @ 62.5699996948242"
## [1] "2020-05-19 00:00:00 XLI -300 @ 62.5699996948242"
## [1] "2020-06-11 00:00:00 XLI 300 @ 67.5100021362305"
## [1] "2020-06-11 00:00:00 XLI 300 @ 67.5100021362305"
## [1] "2020-06-17 00:00:00 XLI -300 @ 70.3499984741211"
## [1] "2020-06-17 00:00:00 XLI -300 @ 70.3499984741211"
## [1] "2020-06-22 00:00:00 XLI 300 @ 69.0400009155273"
## [1] "2020-06-22 00:00:00 XLI 300 @ 69.0400009155273"
## [1] "2020-06-30 00:00:00 XLI -300 @ 68.6999969482422"
## [1] "2020-06-30 00:00:00 XLI -300 @ 68.6999969482422"
## [1] "2020-07-10 00:00:00 XLI 300 @ 68.0100021362305"
## [1] "2020-07-10 00:00:00 XLI 300 @ 68.0100021362305"
## [1] "2020-07-15 00:00:00 XLI -300 @ 71.5500030517578"
## [1] "2020-07-15 00:00:00 XLI -300 @ 71.5500030517578"
## [1] "2020-07-27 00:00:00 XLI 300 @ 72.1399993896484"
## [1] "2020-07-27 00:00:00 XLI 300 @ 72.1399993896484"
## [1] "2020-07-30 00:00:00 XLI -300 @ 72"
## [1] "2020-07-30 00:00:00 XLI -300 @ 72"
## [1] "2020-08-03 00:00:00 XLI 300 @ 72.0299987792969"
## [1] "2020-08-03 00:00:00 XLI 300 @ 72.0299987792969"
## [1] "2020-08-06 00:00:00 XLI -300 @ 73.870002746582"
## [1] "2020-08-06 00:00:00 XLI -300 @ 73.870002746582"
## [1] "2020-08-19 00:00:00 XLI 300 @ 76.5500030517578"
## [1] "2020-08-19 00:00:00 XLI 300 @ 76.5500030517578"
## [1] "2020-08-25 00:00:00 XLI -300 @ 77.7300033569336"
## [1] "2020-08-25 00:00:00 XLI -300 @ 77.7300033569336"
## [1] "2020-09-04 00:00:00 XLI 300 @ 77.8399963378906"
## [1] "2020-09-04 00:00:00 XLI 300 @ 77.8399963378906"
## [1] "2020-09-15 00:00:00 XLI -300 @ 78.7099990844727"
## [1] "2020-09-15 00:00:00 XLI -300 @ 78.7099990844727"
## [1] "2020-09-22 00:00:00 XLI 300 @ 76.620002746582"
## [1] "2020-09-22 00:00:00 XLI 300 @ 76.620002746582"
## [1] "2020-09-28 00:00:00 XLI -300 @ 77.870002746582"
## [1] "2020-09-28 00:00:00 XLI -300 @ 77.870002746582"
## [1] "2020-10-20 00:00:00 XLI 300 @ 81.0100021362305"
## [1] "2020-10-20 00:00:00 XLI 300 @ 81.0100021362305"
## [1] "2020-10-26 00:00:00 XLI -300 @ 79.1399993896484"
## [1] "2020-10-26 00:00:00 XLI -300 @ 79.1399993896484"
## [1] "2020-10-27 00:00:00 XLI 300 @ 77.4100036621094"
## [1] "2020-10-27 00:00:00 XLI 300 @ 77.4100036621094"
## [1] "2020-11-03 00:00:00 XLI -300 @ 80.2200012207031"
## [1] "2020-11-03 00:00:00 XLI -300 @ 80.2200012207031"
## [1] "2020-11-23 00:00:00 XLI 300 @ 88.1100006103516"
## [1] "2020-11-23 00:00:00 XLI 300 @ 88.1100006103516"
## [1] "2020-11-24 00:00:00 XLI -300 @ 89.6500015258789"
## [1] "2020-11-24 00:00:00 XLI -300 @ 89.6500015258789"
## [1] "2020-12-01 00:00:00 XLI 300 @ 87.8099975585938"
## [1] "2020-12-01 00:00:00 XLI 300 @ 87.8099975585938"
## [1] "2020-12-07 00:00:00 XLI -300 @ 88.7799987792969"
## [1] "2020-12-07 00:00:00 XLI -300 @ 88.7799987792969"
## [1] "2020-12-11 00:00:00 XLI 300 @ 88.7699966430664"
## [1] "2020-12-11 00:00:00 XLI 300 @ 88.7699966430664"
## [1] "2021-01-04 00:00:00 XLI -300 @ 86.4100036621094"
## [1] "2021-01-04 00:00:00 XLI -300 @ 86.4100036621094"
## [1] "2021-01-05 00:00:00 XLI 300 @ 87.2600021362305"
## [1] "2021-01-05 00:00:00 XLI 300 @ 87.2600021362305"
## [1] "2021-01-07 00:00:00 XLI -300 @ 89.8300018310547"
## [1] "2021-01-07 00:00:00 XLI -300 @ 89.8300018310547"
## [1] "2021-01-19 00:00:00 XLI 300 @ 89.120002746582"
## [1] "2021-01-19 00:00:00 XLI 300 @ 89.120002746582"
## [1] "2021-02-03 00:00:00 XLI -300 @ 87.5299987792969"
## [1] "2021-02-03 00:00:00 XLI -300 @ 87.5299987792969"
## [1] "2021-02-19 00:00:00 XLI 300 @ 90.9800033569336"
## [1] "2021-02-19 00:00:00 XLI 300 @ 90.9800033569336"
## [1] "2021-02-22 00:00:00 XLI -300 @ 91.2699966430664"
## [1] "2021-02-22 00:00:00 XLI -300 @ 91.2699966430664"
## [1] "2021-03-01 00:00:00 XLI 300 @ 92.9300003051758"
## [1] "2021-03-01 00:00:00 XLI 300 @ 92.9300003051758"
## [1] "2021-03-02 00:00:00 XLI -300 @ 92.6600036621094"
## [1] "2021-03-02 00:00:00 XLI -300 @ 92.6600036621094"
## [1] "2021-03-05 00:00:00 XLI 300 @ 93.4400024414062"
## [1] "2021-03-05 00:00:00 XLI 300 @ 93.4400024414062"
## [1] "2021-03-08 00:00:00 XLI -300 @ 94.4199981689453"
## [1] "2021-03-08 00:00:00 XLI -300 @ 94.4199981689453"
## [1] "2021-03-22 00:00:00 XLI 300 @ 96.120002746582"
## [1] "2021-03-22 00:00:00 XLI 300 @ 96.120002746582"
## [1] "2021-03-26 00:00:00 XLI -300 @ 98.3199996948242"
## [1] "2021-03-26 00:00:00 XLI -300 @ 98.3199996948242"
## [1] "2021-04-21 00:00:00 XLI 300 @ 100.970001220703"
## [1] "2021-04-21 00:00:00 XLI 300 @ 100.970001220703"
## [1] "2021-04-26 00:00:00 XLI -300 @ 101.26000213623"
## [1] "2021-04-26 00:00:00 XLI -300 @ 101.26000213623"
## [1] "2021-05-12 00:00:00 XLI 300 @ 101.400001525879"
## [1] "2021-05-12 00:00:00 XLI 300 @ 101.400001525879"
## [1] "2021-05-17 00:00:00 XLI -300 @ 104.410003662109"
## [1] "2021-05-17 00:00:00 XLI -300 @ 104.410003662109"
## [1] "2021-05-19 00:00:00 XLI 300 @ 102.309997558594"
## [1] "2021-05-19 00:00:00 XLI 300 @ 102.309997558594"
## [1] "2021-05-25 00:00:00 XLI -300 @ 103.370002746582"
## [1] "2021-05-25 00:00:00 XLI -300 @ 103.370002746582"
## [1] "2021-06-08 00:00:00 XLI 300 @ 104.879997253418"
## [1] "2021-06-08 00:00:00 XLI 300 @ 104.879997253418"
## [1] "2021-06-25 00:00:00 XLI -300 @ 102.349998474121"
## [1] "2021-06-25 00:00:00 XLI -300 @ 102.349998474121"
## [1] "2021-06-30 00:00:00 XLI 300 @ 102.400001525879"
## [1] "2021-06-30 00:00:00 XLI 300 @ 102.400001525879"
## [1] "2021-07-01 00:00:00 XLI -300 @ 103.129997253418"
## [1] "2021-07-01 00:00:00 XLI -300 @ 103.129997253418"
## [1] "2021-07-07 00:00:00 XLI 300 @ 103.319999694824"
## [1] "2021-07-07 00:00:00 XLI 300 @ 103.319999694824"
## [1] "2021-07-08 00:00:00 XLI -300 @ 101.879997253418"
## [1] "2021-07-08 00:00:00 XLI -300 @ 101.879997253418"
## [1] "2021-07-09 00:00:00 XLI 300 @ 103.48999786377"
## [1] "2021-07-09 00:00:00 XLI 300 @ 103.48999786377"
## [1] "2021-07-13 00:00:00 XLI -300 @ 102.629997253418"
## [1] "2021-07-13 00:00:00 XLI -300 @ 102.629997253418"
## [1] "2021-07-19 00:00:00 XLI 300 @ 99.7799987792969"
## [1] "2021-07-19 00:00:00 XLI 300 @ 99.7799987792969"
## [1] "2021-07-22 00:00:00 XLI -300 @ 103.169998168945"
## [1] "2021-07-22 00:00:00 XLI -300 @ 103.169998168945"
## [1] "2021-07-28 00:00:00 XLI 300 @ 102.75"
## [1] "2021-07-28 00:00:00 XLI 300 @ 102.75"
## [1] "2021-07-30 00:00:00 XLI -300 @ 103.360000610352"
## [1] "2021-07-30 00:00:00 XLI -300 @ 103.360000610352"
## [1] "2021-08-03 00:00:00 XLI 300 @ 103.98999786377"
## [1] "2021-08-03 00:00:00 XLI 300 @ 103.98999786377"
## [1] "2021-08-04 00:00:00 XLI -300 @ 102.580001831055"
## [1] "2021-08-04 00:00:00 XLI -300 @ 102.580001831055"
## [1] "2021-08-18 00:00:00 XLI 300 @ 103.080001831055"
## [1] "2021-08-18 00:00:00 XLI 300 @ 103.080001831055"
## [1] "2021-08-24 00:00:00 XLI -300 @ 103.98999786377"
## [1] "2021-08-24 00:00:00 XLI -300 @ 103.98999786377"
## [1] "2021-09-02 00:00:00 XLI 300 @ 105.230003356934"
## [1] "2021-09-02 00:00:00 XLI 300 @ 105.230003356934"
## [1] "2021-09-03 00:00:00 XLI -300 @ 104.589996337891"
## [1] "2021-09-03 00:00:00 XLI -300 @ 104.589996337891"
## [1] "2021-09-08 00:00:00 XLI 300 @ 102.919998168945"
## [1] "2021-09-08 00:00:00 XLI 300 @ 102.919998168945"
## [1] "2021-09-24 00:00:00 XLI -300 @ 100.849998474121"
## [1] "2021-09-24 00:00:00 XLI -300 @ 100.849998474121"
## [1] "2021-09-29 00:00:00 XLI 300 @ 99.8899993896484"
## [1] "2021-09-29 00:00:00 XLI 300 @ 99.8899993896484"
## [1] "2021-10-06 00:00:00 XLI -300 @ 100.180000305176"
## [1] "2021-10-06 00:00:00 XLI -300 @ 100.180000305176"
## [1] "2021-10-12 00:00:00 XLI 300 @ 99.8099975585938"
## [1] "2021-10-12 00:00:00 XLI 300 @ 99.8099975585938"
## [1] "2021-10-15 00:00:00 XLI -300 @ 102.889999389648"
## [1] "2021-10-15 00:00:00 XLI -300 @ 102.889999389648"
## [1] "2021-10-28 00:00:00 XLI 300 @ 104.459999084473"
## [1] "2021-10-28 00:00:00 XLI 300 @ 104.459999084473"
## [1] "2021-11-02 00:00:00 XLI -300 @ 105.129997253418"
## [1] "2021-11-02 00:00:00 XLI -300 @ 105.129997253418"
## [1] "2021-11-12 00:00:00 XLI 300 @ 106.900001525879"
## [1] "2021-11-12 00:00:00 XLI 300 @ 106.900001525879"
## [1] "2021-11-15 00:00:00 XLI -300 @ 107.099998474121"
## [1] "2021-11-15 00:00:00 XLI -300 @ 107.099998474121"
## [1] "2021-11-18 00:00:00 XLI 300 @ 106.26000213623"
## [1] "2021-11-18 00:00:00 XLI 300 @ 106.26000213623"
## [1] "2021-12-07 00:00:00 XLI -300 @ 104.98999786377"
## [1] "2021-12-07 00:00:00 XLI -300 @ 104.98999786377"
## [1] "2021-12-14 00:00:00 XLI 300 @ 103.269996643066"
## [1] "2021-12-14 00:00:00 XLI 300 @ 103.269996643066"
## [1] "2021-12-27 00:00:00 XLI -300 @ 105.019996643066"
## [1] "2021-12-27 00:00:00 XLI -300 @ 105.019996643066"
## [1] "2022-01-04 00:00:00 XLI 300 @ 107.050003051758"
## [1] "2022-01-04 00:00:00 XLI 300 @ 107.050003051758"
## [1] "2022-01-05 00:00:00 XLI -300 @ 106.029998779297"
## [1] "2022-01-05 00:00:00 XLI -300 @ 106.029998779297"
## [1] "2022-01-11 00:00:00 XLI 300 @ 105.919998168945"
## [1] "2022-01-11 00:00:00 XLI 300 @ 105.919998168945"
## [1] "2022-01-14 00:00:00 XLI -300 @ 105.849998474121"
## [1] "2022-01-14 00:00:00 XLI -300 @ 105.849998474121"
## [1] "2022-01-18 00:00:00 XLI 300 @ 104.629997253418"
## [1] "2022-01-18 00:00:00 XLI 300 @ 104.629997253418"
## [1] "2022-02-01 00:00:00 XLI -300 @ 102.129997253418"
## [1] "2022-02-01 00:00:00 XLI -300 @ 102.129997253418"
## [1] "2022-02-07 00:00:00 XLI 300 @ 100.190002441406"
## [1] "2022-02-07 00:00:00 XLI 300 @ 100.190002441406"
## [1] "2022-02-09 00:00:00 XLI -300 @ 102.580001831055"
## [1] "2022-02-09 00:00:00 XLI -300 @ 102.580001831055"
## [1] "2022-02-14 00:00:00 XLI 300 @ 98.9899978637695"
## [1] "2022-02-14 00:00:00 XLI 300 @ 98.9899978637695"
## [1] "2022-02-17 00:00:00 XLI -300 @ 99.1600036621094"
## [1] "2022-02-17 00:00:00 XLI -300 @ 99.1600036621094"
## [1] "2022-02-18 00:00:00 XLI 300 @ 98.3399963378906"
## [1] "2022-02-18 00:00:00 XLI 300 @ 98.3399963378906"
## [1] "2022-02-28 00:00:00 XLI -300 @ 99.8899993896484"
## [1] "2022-02-28 00:00:00 XLI -300 @ 99.8899993896484"
## [1] "2022-03-08 00:00:00 XLI 300 @ 97.0999984741211"
## [1] "2022-03-08 00:00:00 XLI 300 @ 97.0999984741211"
## [1] "2022-03-16 00:00:00 XLI -300 @ 101.150001525879"
## [1] "2022-03-16 00:00:00 XLI -300 @ 101.150001525879"
## [1] "2022-04-01 00:00:00 XLI 300 @ 102.180000305176"
## [1] "2022-04-01 00:00:00 XLI 300 @ 102.180000305176"
## [1] "2022-04-14 00:00:00 XLI -300 @ 99.9400024414062"
## [1] "2022-04-14 00:00:00 XLI -300 @ 99.9400024414062"
## [1] "2022-04-25 00:00:00 XLI 300 @ 98.4300003051758"
## [1] "2022-04-25 00:00:00 XLI 300 @ 98.4300003051758"
## [1] "2022-05-05 00:00:00 XLI -300 @ 96.1699981689453"
## [1] "2022-05-05 00:00:00 XLI -300 @ 96.1699981689453"
## [1] "2022-05-09 00:00:00 XLI 300 @ 93.2099990844727"
## [1] "2022-05-09 00:00:00 XLI 300 @ 93.2099990844727"
## [1] "2022-05-16 00:00:00 XLI -300 @ 92.9700012207031"
## [1] "2022-05-16 00:00:00 XLI -300 @ 92.9700012207031"
## [1] "2022-05-19 00:00:00 XLI 300 @ 90.7200012207031"
## [1] "2022-05-19 00:00:00 XLI 300 @ 90.7200012207031"
## [1] "2022-05-26 00:00:00 XLI -300 @ 93.5500030517578"
## [1] "2022-05-26 00:00:00 XLI -300 @ 93.5500030517578"
## [1] "2022-06-10 00:00:00 XLI 300 @ 90.8399963378906"
## [1] "2022-06-10 00:00:00 XLI 300 @ 90.8399963378906"
## [1] "2022-06-27 00:00:00 XLI -300 @ 88.6100006103516"
## [1] "2022-06-27 00:00:00 XLI -300 @ 88.6100006103516"
## [1] "2022-06-30 00:00:00 XLI 300 @ 87.3399963378906"
## [1] "2022-06-30 00:00:00 XLI 300 @ 87.3399963378906"
## [1] "2022-07-05 00:00:00 XLI -300 @ 86.7799987792969"
## [1] "2022-07-05 00:00:00 XLI -300 @ 86.7799987792969"
## [1] "2022-07-06 00:00:00 XLI 300 @ 87.2799987792969"
## [1] "2022-07-06 00:00:00 XLI 300 @ 87.2799987792969"
## [1] "2022-07-08 00:00:00 XLI -300 @ 87.9100036621094"
## [1] "2022-07-08 00:00:00 XLI -300 @ 87.9100036621094"
## [1] "2022-07-12 00:00:00 XLI 300 @ 87.0500030517578"
## [1] "2022-07-12 00:00:00 XLI 300 @ 87.0500030517578"
## [1] "2022-07-20 00:00:00 XLI -300 @ 90.0899963378906"
## [1] "2022-07-20 00:00:00 XLI -300 @ 90.0899963378906"
## [1] "2022-08-10 00:00:00 XLI 300 @ 97.8399963378906"
## [1] "2022-08-10 00:00:00 XLI 300 @ 97.8399963378906"
## [1] "2022-08-11 00:00:00 XLI -300 @ 98.3600006103516"
## [1] "2022-08-11 00:00:00 XLI -300 @ 98.3600006103516"
## [1] "2022-08-22 00:00:00 XLI 300 @ 96.9599990844727"
## [1] "2022-08-22 00:00:00 XLI 300 @ 96.9599990844727"
## [1] "2022-08-26 00:00:00 XLI -300 @ 95.5199966430664"
## [1] "2022-08-26 00:00:00 XLI -300 @ 95.5199966430664"
## [1] "2022-08-29 00:00:00 XLI 300 @ 95.0899963378906"
## [1] "2022-08-29 00:00:00 XLI 300 @ 95.0899963378906"
## [1] "2022-09-08 00:00:00 XLI -300 @ 94.0699996948242"
## [1] "2022-09-08 00:00:00 XLI -300 @ 94.0699996948242"
## [1] "2022-09-14 00:00:00 XLI 300 @ 92.0699996948242"
## [1] "2022-09-14 00:00:00 XLI 300 @ 92.0699996948242"
## [1] "2022-09-29 00:00:00 XLI -300 @ 83.9400024414062"
## [1] "2022-09-29 00:00:00 XLI -300 @ 83.9400024414062"
## [1] "2022-10-03 00:00:00 XLI 300 @ 85.3399963378906"
## [1] "2022-10-03 00:00:00 XLI 300 @ 85.3399963378906"
## [1] "2022-10-04 00:00:00 XLI -300 @ 88.3099975585938"
## [1] "2022-10-04 00:00:00 XLI -300 @ 88.3099975585938"
## [1] "2022-10-10 00:00:00 XLI 300 @ 85.4599990844727"
## [1] "2022-10-10 00:00:00 XLI 300 @ 85.4599990844727"
## [1] "2022-10-14 00:00:00 XLI -300 @ 84.7399978637695"
## [1] "2022-10-14 00:00:00 XLI -300 @ 84.7399978637695"
## [1] "2022-10-21 00:00:00 XLI 300 @ 88.6900024414062"
## [1] "2022-10-21 00:00:00 XLI 300 @ 88.6900024414062"
## [1] "2022-10-24 00:00:00 XLI -300 @ 89.870002746582"
## [1] "2022-10-24 00:00:00 XLI -300 @ 89.870002746582"
## [1] "2022-11-03 00:00:00 XLI 300 @ 93.5699996948242"
## [1] "2022-11-03 00:00:00 XLI 300 @ 93.5699996948242"
## [1] "2022-11-07 00:00:00 XLI -300 @ 96.0899963378906"
## [1] "2022-11-07 00:00:00 XLI -300 @ 96.0899963378906"
## [1] "2022-11-29 00:00:00 XLI 300 @ 100.069999694824"
## [1] "2022-11-29 00:00:00 XLI 300 @ 100.069999694824"
## [1] "2022-12-01 00:00:00 XLI -300 @ 101.75"
## [1] "2022-12-01 00:00:00 XLI -300 @ 101.75"
## [1] "2022-12-06 00:00:00 XLI 300 @ 99.4300003051758"
## [1] "2022-12-06 00:00:00 XLI 300 @ 99.4300003051758"
## [1] "2022-12-13 00:00:00 XLI -300 @ 101.150001525879"
## [1] "2022-12-13 00:00:00 XLI -300 @ 101.150001525879"
## [1] "2022-12-16 00:00:00 XLI 300 @ 98.0999984741211"
## [1] "2022-12-16 00:00:00 XLI 300 @ 98.0999984741211"
## [1] "2022-12-22 00:00:00 XLI -300 @ 97.8099975585938"
## [1] "2022-12-22 00:00:00 XLI -300 @ 97.8099975585938"
## [1] "2022-12-29 00:00:00 XLI 300 @ 98.5999984741211"
## [1] "2022-12-29 00:00:00 XLI 300 @ 98.5999984741211"
## [1] "2023-01-05 00:00:00 XLI -300 @ 98.2200012207031"
## [1] "2023-01-05 00:00:00 XLI -300 @ 98.2200012207031"
## [1] "2023-01-18 00:00:00 XLI 300 @ 99.6800003051758"
## [1] "2023-01-18 00:00:00 XLI 300 @ 99.6800003051758"
## [1] "2023-01-25 00:00:00 XLI -300 @ 100.169998168945"
## [1] "2023-01-25 00:00:00 XLI -300 @ 100.169998168945"
## [1] "2023-01-31 00:00:00 XLI 300 @ 101.849998474121"
## [1] "2023-01-31 00:00:00 XLI 300 @ 101.849998474121"
## [1] "2023-02-01 00:00:00 XLI -300 @ 102.589996337891"
## [1] "2023-02-01 00:00:00 XLI -300 @ 102.589996337891"
## [1] "2023-02-09 00:00:00 XLI 300 @ 101.419998168945"
## [1] "2023-02-09 00:00:00 XLI 300 @ 101.419998168945"
## [1] "2023-02-14 00:00:00 XLI -300 @ 102.790000915527"
## [1] "2023-02-14 00:00:00 XLI -300 @ 102.790000915527"
## [1] "2023-02-17 00:00:00 XLI 300 @ 103.029998779297"
## [1] "2023-02-17 00:00:00 XLI 300 @ 103.029998779297"
## [1] "2023-03-02 00:00:00 XLI -300 @ 102.559997558594"
## [1] "2023-03-02 00:00:00 XLI -300 @ 102.559997558594"
## [1] "2023-03-08 00:00:00 XLI 300 @ 102.389999389648"
## [1] "2023-03-08 00:00:00 XLI 300 @ 102.389999389648"
## [1] "2023-03-22 00:00:00 XLI -300 @ 96.7900009155273"
## [1] "2023-03-22 00:00:00 XLI -300 @ 96.7900009155273"
## [1] "2023-03-23 00:00:00 XLI 300 @ 96.5100021362305"
## [1] "2023-03-23 00:00:00 XLI 300 @ 96.5100021362305"
## [1] "2023-03-28 00:00:00 XLI -300 @ 98.2200012207031"
## [1] "2023-03-28 00:00:00 XLI -300 @ 98.2200012207031"
## [1] "2023-04-05 00:00:00 XLI 300 @ 97.8000030517578"
## [1] "2023-04-05 00:00:00 XLI 300 @ 97.8000030517578"
## [1] "2023-04-12 00:00:00 XLI -300 @ 99.5800018310547"
## [1] "2023-04-12 00:00:00 XLI -300 @ 99.5800018310547"
## [1] "2023-04-24 00:00:00 XLI 300 @ 100.849998474121"
## [1] "2023-04-24 00:00:00 XLI 300 @ 100.849998474121"
## [1] "2023-05-01 00:00:00 XLI -300 @ 100.540000915527"
## [1] "2023-05-01 00:00:00 XLI -300 @ 100.540000915527"
## [1] "2023-05-04 00:00:00 XLI 300 @ 98.0299987792969"
## [1] "2023-05-04 00:00:00 XLI 300 @ 98.0299987792969"
## [1] "2023-05-16 00:00:00 XLI -300 @ 97.620002746582"
## [1] "2023-05-16 00:00:00 XLI -300 @ 97.620002746582"
## [1] "2023-05-17 00:00:00 XLI 300 @ 99.3000030517578"
## [1] "2023-05-17 00:00:00 XLI 300 @ 99.3000030517578"
## [1] "2023-05-18 00:00:00 XLI -300 @ 100.019996643066"
## [1] "2023-05-18 00:00:00 XLI -300 @ 100.019996643066"
## [1] "2023-05-24 00:00:00 XLI 300 @ 97.2900009155273"
## [1] "2023-05-24 00:00:00 XLI 300 @ 97.2900009155273"
## [1] "2023-06-05 00:00:00 XLI -300 @ 100.23999786377"
## [1] "2023-06-05 00:00:00 XLI -300 @ 100.23999786377"
## [1] "2023-06-21 00:00:00 XLI 300 @ 104.830001831055"
## [1] "2023-06-21 00:00:00 XLI 300 @ 104.830001831055"
## [1] "2023-06-28 00:00:00 XLI -300 @ 105.389999389648"
## [1] "2023-06-28 00:00:00 XLI -300 @ 105.389999389648"
## [1] "2023-07-07 00:00:00 XLI 300 @ 106.199996948242"
## [1] "2023-07-07 00:00:00 XLI 300 @ 106.199996948242"
## [1] "2023-07-11 00:00:00 XLI -300 @ 108.980003356934"
## [1] "2023-07-11 00:00:00 XLI -300 @ 108.980003356934"
## [1] "2023-08-03 00:00:00 XLI 300 @ 108.900001525879"
## [1] "2023-08-03 00:00:00 XLI 300 @ 108.900001525879"
## [1] "2023-08-24 00:00:00 XLI -300 @ 105.650001525879"
## [1] "2023-08-24 00:00:00 XLI -300 @ 105.650001525879"
## [1] "2023-08-25 00:00:00 XLI 300 @ 106.540000915527"
## [1] "2023-08-25 00:00:00 XLI 300 @ 106.540000915527"
## [1] "2023-08-29 00:00:00 XLI -300 @ 108.230003356934"
## [1] "2023-08-29 00:00:00 XLI -300 @ 108.230003356934"
## [1] "2023-09-06 00:00:00 XLI 300 @ 106.51000213623"
## [1] "2023-09-06 00:00:00 XLI 300 @ 106.51000213623"
## [1] "2023-10-09 00:00:00 XLI -300 @ 102.360000610352"
## [1] "2023-10-09 00:00:00 XLI -300 @ 102.360000610352"
## [1] "2023-10-16 00:00:00 XLI 300 @ 102.830001831055"
## [1] "2023-10-16 00:00:00 XLI 300 @ 102.830001831055"
## [1] "2023-10-18 00:00:00 XLI -300 @ 100.660003662109"
## [1] "2023-10-18 00:00:00 XLI -300 @ 100.660003662109"
## [1] "2023-10-19 00:00:00 XLI 300 @ 99.7300033569336"
## [1] "2023-10-19 00:00:00 XLI 300 @ 99.7300033569336"
## [1] "2023-11-01 00:00:00 XLI -300 @ 98.6800003051758"
## [1] "2023-11-01 00:00:00 XLI -300 @ 98.6800003051758"
## [1] "2023-11-28 00:00:00 XLI 300 @ 105.48999786377"
## [1] "2023-11-28 00:00:00 XLI 300 @ 105.48999786377"
## [1] "2023-12-01 00:00:00 XLI -300 @ 108.73999786377"
## [1] "2023-12-01 00:00:00 XLI -300 @ 108.73999786377"
## [1] "2023-12-21 00:00:00 XLI 300 @ 112.589996337891"
## [1] "2023-12-21 00:00:00 XLI 300 @ 112.589996337891"
## [1] "2023-12-26 00:00:00 XLI -300 @ 113.930000305176"
## [1] "2023-12-26 00:00:00 XLI -300 @ 113.930000305176"
## [1] "2024-01-03 00:00:00 XLI 300 @ 111.160003662109"
## [1] "2024-01-03 00:00:00 XLI 300 @ 111.160003662109"
## [1] "2024-01-09 00:00:00 XLI -300 @ 111.809997558594"
## [1] "2024-01-09 00:00:00 XLI -300 @ 111.809997558594"
## [1] "2024-01-17 00:00:00 XLI 300 @ 110.230003356934"
## [1] "2024-01-17 00:00:00 XLI 300 @ 110.230003356934"
## [1] "2024-01-22 00:00:00 XLI -300 @ 113.319999694824"
## [1] "2024-01-22 00:00:00 XLI -300 @ 113.319999694824"
## [1] "2024-02-01 00:00:00 XLI 300 @ 114.809997558594"
## [1] "2024-02-01 00:00:00 XLI 300 @ 114.809997558594"
## [1] "2024-02-02 00:00:00 XLI -300 @ 115.580001831055"
## [1] "2024-02-02 00:00:00 XLI -300 @ 115.580001831055"
## [1] "2024-02-14 00:00:00 XLI 300 @ 117.860000610352"
## [1] "2024-02-14 00:00:00 XLI 300 @ 117.860000610352"
## [1] "2024-02-15 00:00:00 XLI -300 @ 118.73999786377"
## [1] "2024-02-15 00:00:00 XLI -300 @ 118.73999786377"
## [1] "2024-03-12 00:00:00 XLI 300 @ 122.209999084473"
## [1] "2024-03-12 00:00:00 XLI 300 @ 122.209999084473"
## [1] "2024-03-14 00:00:00 XLI -300 @ 122.019996643066"
## [1] "2024-03-14 00:00:00 XLI -300 @ 122.019996643066"
## [1] "2024-03-19 00:00:00 XLI 300 @ 122.930000305176"
## [1] "2024-03-19 00:00:00 XLI 300 @ 122.930000305176"
## [1] "2024-03-20 00:00:00 XLI -300 @ 124.410003662109"
## [1] "2024-03-20 00:00:00 XLI -300 @ 124.410003662109"
## [1] "2024-03-27 00:00:00 XLI 300 @ 125.940002441406"
## [1] "2024-03-27 00:00:00 XLI 300 @ 125.940002441406"
## [1] "2024-03-28 00:00:00 XLI -300 @ 125.959999084473"
## [1] "2024-03-28 00:00:00 XLI -300 @ 125.959999084473"
## [1] "2024-04-03 00:00:00 XLI 300 @ 125.050003051758"
## [1] "2024-04-03 00:00:00 XLI 300 @ 125.050003051758"
## [1] "2024-04-08 00:00:00 XLI -300 @ 125.449996948242"
## [1] "2024-04-08 00:00:00 XLI -300 @ 125.449996948242"
## [1] "2024-04-11 00:00:00 XLI 300 @ 124.230003356934"
## [1] "2024-04-11 00:00:00 XLI 300 @ 124.230003356934"
## [1] "2024-04-23 00:00:00 XLI -300 @ 123.069999694824"
## [1] "2024-04-23 00:00:00 XLI -300 @ 123.069999694824"
## [1] "2024-05-01 00:00:00 XLI 300 @ 121.220001220703"
## [1] "2024-05-01 00:00:00 XLI 300 @ 121.220001220703"
## [1] "2024-05-06 00:00:00 XLI -300 @ 124.01000213623"
## [1] "2024-05-06 00:00:00 XLI -300 @ 124.01000213623"
## [1] "2024-05-22 00:00:00 XLI 300 @ 125.309997558594"
## [1] "2024-05-22 00:00:00 XLI 300 @ 125.309997558594"
## [1] "2024-06-03 00:00:00 XLI -300 @ 122"
## [1] "2024-06-03 00:00:00 XLI -300 @ 122"
## [1] "2024-06-05 00:00:00 XLI 300 @ 122.930000305176"
## [1] "2024-06-05 00:00:00 XLI 300 @ 122.930000305176"
## [1] "2024-06-06 00:00:00 XLI -300 @ 122.199996948242"
## [1] "2024-06-06 00:00:00 XLI -300 @ 122.199996948242"
## [1] "2024-06-12 00:00:00 XLI 300 @ 123.169998168945"
## [1] "2024-06-12 00:00:00 XLI 300 @ 123.169998168945"
## [1] "2024-06-13 00:00:00 XLI -300 @ 122.379997253418"
## [1] "2024-06-13 00:00:00 XLI -300 @ 122.379997253418"
## [1] "2024-06-17 00:00:00 XLI 300 @ 122.48999786377"
## [1] "2024-06-17 00:00:00 XLI 300 @ 122.48999786377"
## [1] "2024-06-20 00:00:00 XLI -300 @ 123.230003356934"
## [1] "2024-06-20 00:00:00 XLI -300 @ 123.230003356934"
## [1] "2024-06-26 00:00:00 XLI 300 @ 121.690002441406"
## [1] "2024-06-26 00:00:00 XLI 300 @ 121.690002441406"
## [1] "2024-07-11 00:00:00 XLI -300 @ 123.470001220703"
## [1] "2024-07-11 00:00:00 XLI -300 @ 123.470001220703"
## [1] "2024-07-22 00:00:00 XLI 300 @ 126.139999389648"
## [1] "2024-07-22 00:00:00 XLI 300 @ 126.139999389648"
## [1] "2024-07-29 00:00:00 XLI -300 @ 126.080001831055"
## [1] "2024-07-29 00:00:00 XLI -300 @ 126.080001831055"
## [1] "2024-08-02 00:00:00 XLI 300 @ 122.730003356934"
## [1] "2024-08-02 00:00:00 XLI 300 @ 122.730003356934"
## [1] "2024-08-09 00:00:00 XLI -300 @ 124.279998779297"
## [1] "2024-08-09 00:00:00 XLI -300 @ 124.279998779297"
## [1] "2024-09-04 00:00:00 XLI 300 @ 128.679992675781"
## [1] "2024-09-04 00:00:00 XLI 300 @ 128.679992675781"
## [1] "2024-09-12 00:00:00 XLI -300 @ 129.259994506836"
## [1] "2024-09-12 00:00:00 XLI -300 @ 129.259994506836"
## [1] "2024-10-04 00:00:00 XLI 300 @ 135.509994506836"
## [1] "2024-10-04 00:00:00 XLI 300 @ 135.509994506836"
## [1] "2024-10-07 00:00:00 XLI -300 @ 135.179992675781"
## [1] "2024-10-07 00:00:00 XLI -300 @ 135.179992675781"
## [1] "2024-10-23 00:00:00 XLI 300 @ 136.699996948242"
## [1] "2024-10-23 00:00:00 XLI 300 @ 136.699996948242"
## [1] "2024-11-06 00:00:00 XLI -300 @ 141.429992675781"
## [1] "2024-11-06 00:00:00 XLI -300 @ 141.429992675781"
## [1] "2024-11-15 00:00:00 XLI 300 @ 139.110000610352"
## [1] "2024-11-15 00:00:00 XLI 300 @ 139.110000610352"
## [1] "2024-11-22 00:00:00 XLI -300 @ 142.649993896484"
## [1] "2024-11-22 00:00:00 XLI -300 @ 142.649993896484"
## [1] "2024-12-04 00:00:00 XLI 300 @ 142.649993896484"
## [1] "2024-12-04 00:00:00 XLI 300 @ 142.649993896484"
## [1] "2024-12-27 00:00:00 XLI -300 @ 133.259994506836"
## [1] "2024-12-27 00:00:00 XLI -300 @ 133.259994506836"
## [1] "2024-12-30 00:00:00 XLI 300 @ 131.919998168945"
## [1] "2024-12-30 00:00:00 XLI 300 @ 131.919998168945"
## [1] "2025-01-06 00:00:00 XLI -300 @ 132.429992675781"
## [1] "2025-01-06 00:00:00 XLI -300 @ 132.429992675781"
## [1] "2025-01-13 00:00:00 XLI 300 @ 132.869995117188"
## [1] "2025-01-13 00:00:00 XLI 300 @ 132.869995117188"
## [1] "2025-01-15 00:00:00 XLI -300 @ 135.289993286133"
## [1] "2025-01-15 00:00:00 XLI -300 @ 135.289993286133"
## [1] "2025-01-28 00:00:00 XLI 300 @ 138.259994506836"
## [1] "2025-01-28 00:00:00 XLI 300 @ 138.259994506836"
## [1] "2025-02-07 00:00:00 XLI -300 @ 137.330001831055"
## [1] "2025-02-07 00:00:00 XLI -300 @ 137.330001831055"
## [1] "2025-02-13 00:00:00 XLI 300 @ 137.889999389648"
## [1] "2025-02-13 00:00:00 XLI 300 @ 137.889999389648"
## [1] "2025-02-19 00:00:00 XLI -300 @ 138.770004272461"
## [1] "2025-02-19 00:00:00 XLI -300 @ 138.770004272461"
## [1] "2025-02-21 00:00:00 XLI 300 @ 134.839996337891"
## [1] "2025-02-21 00:00:00 XLI 300 @ 134.839996337891"
## [1] "2025-03-03 00:00:00 XLI -300 @ 134.389999389648"
## [1] "2025-03-03 00:00:00 XLI -300 @ 134.389999389648"
## [1] "2025-03-05 00:00:00 XLI 300 @ 133.850006103516"
## [1] "2025-03-05 00:00:00 XLI 300 @ 133.850006103516"
## [1] "2025-03-18 00:00:00 XLI -300 @ 131.880004882812"
## [1] "2025-03-18 00:00:00 XLI -300 @ 131.880004882812"
## [1] "2025-03-28 00:00:00 XLI 300 @ 130.149993896484"
## [1] "2025-03-28 00:00:00 XLI 300 @ 130.149993896484"
## [1] "2025-04-03 00:00:00 XLI -300 @ 125.849998474121"
## [1] "2025-04-03 00:00:00 XLI -300 @ 125.849998474121"
## [1] "2025-04-04 00:00:00 XLI 300 @ 117.940002441406"
## [1] "2025-04-04 00:00:00 XLI 300 @ 117.940002441406"
## [1] "2025-04-10 00:00:00 XLI -300 @ 123.48999786377"
## [1] "2025-04-10 00:00:00 XLI -300 @ 123.48999786377"
## [1] "2025-04-17 00:00:00 XLI 300 @ 125.300003051758"
## [1] "2025-04-17 00:00:00 XLI 300 @ 125.300003051758"
## [1] "2025-04-24 00:00:00 XLI -300 @ 129.020004272461"
## [1] "2025-04-24 00:00:00 XLI -300 @ 129.020004272461"
## [1] "2025-05-22 00:00:00 XLI 300 @ 141.289993286133"
## [1] "2025-05-22 00:00:00 XLI 300 @ 141.289993286133"
## [1] "2025-05-28 00:00:00 XLI -300 @ 142.600006103516"
## [1] "2025-05-28 00:00:00 XLI -300 @ 142.600006103516"
## [1] "2025-06-13 00:00:00 XLI 300 @ 142.649993896484"
## [1] "2025-06-13 00:00:00 XLI 300 @ 142.649993896484"
## [1] "2025-06-24 00:00:00 XLI -300 @ 145.059997558594"
## [1] "2025-06-24 00:00:00 XLI -300 @ 145.059997558594"
## [1] "1999-01-04 00:00:00 XLK 300 @ 33"
## [1] "1999-01-05 00:00:00 XLK -300 @ 33.84375"
## [1] "1999-01-05 00:00:00 XLK -300 @ 33.84375"
## [1] "1999-01-13 00:00:00 XLK 300 @ 34.25"
## [1] "1999-01-13 00:00:00 XLK 300 @ 34.25"
## [1] "1999-01-19 00:00:00 XLK -300 @ 35.984375"
## [1] "1999-01-19 00:00:00 XLK -300 @ 35.984375"
## [1] "1999-01-25 00:00:00 XLK 300 @ 35.359375"
## [1] "1999-01-25 00:00:00 XLK 300 @ 35.359375"
## [1] "1999-01-27 00:00:00 XLK -300 @ 36"
## [1] "1999-01-27 00:00:00 XLK -300 @ 36"
## [1] "1999-02-05 00:00:00 XLK 300 @ 35.3125"
## [1] "1999-02-05 00:00:00 XLK 300 @ 35.3125"
## [1] "1999-02-12 00:00:00 XLK -300 @ 34.78125"
## [1] "1999-02-12 00:00:00 XLK -300 @ 34.78125"
## [1] "1999-02-17 00:00:00 XLK 300 @ 33.84375"
## [1] "1999-02-17 00:00:00 XLK 300 @ 33.84375"
## [1] "1999-02-23 00:00:00 XLK -300 @ 36.03125"
## [1] "1999-02-23 00:00:00 XLK -300 @ 36.03125"
## [1] "1999-03-01 00:00:00 XLK 300 @ 33.90625"
## [1] "1999-03-01 00:00:00 XLK 300 @ 33.90625"
## [1] "1999-03-08 00:00:00 XLK -300 @ 35.6875"
## [1] "1999-03-08 00:00:00 XLK -300 @ 35.6875"
## [1] "1999-03-15 00:00:00 XLK 300 @ 35.5"
## [1] "1999-03-15 00:00:00 XLK 300 @ 35.5"
## [1] "1999-03-16 00:00:00 XLK -300 @ 36.109375"
## [1] "1999-03-16 00:00:00 XLK -300 @ 36.109375"
## [1] "1999-03-22 00:00:00 XLK 300 @ 35.5"
## [1] "1999-03-22 00:00:00 XLK 300 @ 35.5"
## [1] "1999-03-26 00:00:00 XLK -300 @ 35.78125"
## [1] "1999-03-26 00:00:00 XLK -300 @ 35.78125"
## [1] "1999-04-13 00:00:00 XLK 300 @ 37.8125"
## [1] "1999-04-13 00:00:00 XLK 300 @ 37.8125"
## [1] "1999-04-23 00:00:00 XLK -300 @ 38"
## [1] "1999-04-23 00:00:00 XLK -300 @ 38"
## [1] "1999-04-29 00:00:00 XLK 300 @ 37.109375"
## [1] "1999-04-29 00:00:00 XLK 300 @ 37.109375"
## [1] "1999-05-11 00:00:00 XLK -300 @ 37.875"
## [1] "1999-05-11 00:00:00 XLK -300 @ 37.875"
## [1] "1999-05-17 00:00:00 XLK 300 @ 38.03125"
## [1] "1999-05-17 00:00:00 XLK 300 @ 38.03125"
## [1] "1999-05-19 00:00:00 XLK -300 @ 38.5"
## [1] "1999-05-19 00:00:00 XLK -300 @ 38.5"
## [1] "1999-05-21 00:00:00 XLK 300 @ 37.5625"
## [1] "1999-05-21 00:00:00 XLK 300 @ 37.5625"
## [1] "1999-06-07 00:00:00 XLK -300 @ 38"
## [1] "1999-06-07 00:00:00 XLK -300 @ 38"
## [1] "1999-06-14 00:00:00 XLK 300 @ 36.453125"
## [1] "1999-06-14 00:00:00 XLK 300 @ 36.453125"
## [1] "1999-06-17 00:00:00 XLK -300 @ 38.71875"
## [1] "1999-06-17 00:00:00 XLK -300 @ 38.71875"
## [1] "1999-06-25 00:00:00 XLK 300 @ 38.734375"
## [1] "1999-06-25 00:00:00 XLK 300 @ 38.734375"
## [1] "1999-06-29 00:00:00 XLK -300 @ 39.875"
## [1] "1999-06-29 00:00:00 XLK -300 @ 39.875"
## [1] "1999-07-21 00:00:00 XLK 300 @ 41.875"
## [1] "1999-07-21 00:00:00 XLK 300 @ 41.875"
## [1] "1999-07-29 00:00:00 XLK -300 @ 40.4375"
## [1] "1999-07-29 00:00:00 XLK -300 @ 40.4375"
## [1] "1999-08-02 00:00:00 XLK 300 @ 39.9375"
## [1] "1999-08-02 00:00:00 XLK 300 @ 39.9375"
## [1] "1999-08-12 00:00:00 XLK -300 @ 39.25"
## [1] "1999-08-12 00:00:00 XLK -300 @ 39.25"
## [1] "1999-08-20 00:00:00 XLK 300 @ 40.0625"
## [1] "1999-08-20 00:00:00 XLK 300 @ 40.0625"
## [1] "1999-08-24 00:00:00 XLK -300 @ 41.625"
## [1] "1999-08-24 00:00:00 XLK -300 @ 41.625"
## [1] "1999-08-31 00:00:00 XLK 300 @ 41.421875"
## [1] "1999-08-31 00:00:00 XLK 300 @ 41.421875"
## [1] "1999-09-07 00:00:00 XLK -300 @ 43.015625"
## [1] "1999-09-07 00:00:00 XLK -300 @ 43.015625"
## [1] "1999-09-16 00:00:00 XLK 300 @ 42.34375"
## [1] "1999-09-16 00:00:00 XLK 300 @ 42.34375"
## [1] "1999-09-20 00:00:00 XLK -300 @ 43.375"
## [1] "1999-09-20 00:00:00 XLK -300 @ 43.375"
## [1] "1999-09-22 00:00:00 XLK 300 @ 42.5625"
## [1] "1999-09-22 00:00:00 XLK 300 @ 42.5625"
## [1] "1999-10-05 00:00:00 XLK -300 @ 42.25"
## [1] "1999-10-05 00:00:00 XLK -300 @ 42.25"
## [1] "1999-10-13 00:00:00 XLK 300 @ 41.0625"
## [1] "1999-10-13 00:00:00 XLK 300 @ 41.0625"
## [1] "1999-10-21 00:00:00 XLK -300 @ 39.78125"
## [1] "1999-10-21 00:00:00 XLK -300 @ 39.78125"
## [1] "1999-12-01 00:00:00 XLK 300 @ 47.125"
## [1] "1999-12-01 00:00:00 XLK 300 @ 47.125"
## [1] "1999-12-03 00:00:00 XLK -300 @ 49.625"
## [1] "1999-12-03 00:00:00 XLK -300 @ 49.625"
## [1] "1999-12-15 00:00:00 XLK 300 @ 50.0625"
## [1] "1999-12-15 00:00:00 XLK 300 @ 50.0625"
## [1] "1999-12-17 00:00:00 XLK -300 @ 51.5625"
## [1] "1999-12-17 00:00:00 XLK -300 @ 51.5625"
## [1] "2000-01-05 00:00:00 XLK 300 @ 51.84375"
## [1] "2000-01-05 00:00:00 XLK 300 @ 51.84375"
## [1] "2000-01-11 00:00:00 XLK -300 @ 51.4375"
## [1] "2000-01-11 00:00:00 XLK -300 @ 51.4375"
## [1] "2000-01-25 00:00:00 XLK 300 @ 52.984375"
## [1] "2000-01-25 00:00:00 XLK 300 @ 52.984375"
## [1] "2000-02-02 00:00:00 XLK -300 @ 52"
## [1] "2000-02-02 00:00:00 XLK -300 @ 52"
## [1] "2000-02-17 00:00:00 XLK 300 @ 55.5"
## [1] "2000-02-17 00:00:00 XLK 300 @ 55.5"
## [1] "2000-02-18 00:00:00 XLK -300 @ 53.625"
## [1] "2000-02-18 00:00:00 XLK -300 @ 53.625"
## [1] "2000-02-22 00:00:00 XLK 300 @ 53.5"
## [1] "2000-02-22 00:00:00 XLK 300 @ 53.5"
## [1] "2000-02-24 00:00:00 XLK -300 @ 55.8125"
## [1] "2000-02-24 00:00:00 XLK -300 @ 55.8125"
## [1] "2000-02-29 00:00:00 XLK 300 @ 55.875"
## [1] "2000-02-29 00:00:00 XLK 300 @ 55.875"
## [1] "2000-03-01 00:00:00 XLK -300 @ 56.4375"
## [1] "2000-03-01 00:00:00 XLK -300 @ 56.4375"
## [1] "2000-03-08 00:00:00 XLK 300 @ 57.875"
## [1] "2000-03-08 00:00:00 XLK 300 @ 57.875"
## [1] "2000-03-10 00:00:00 XLK -300 @ 59.75"
## [1] "2000-03-10 00:00:00 XLK -300 @ 59.75"
## [1] "2000-03-15 00:00:00 XLK 300 @ 56.53125"
## [1] "2000-03-15 00:00:00 XLK 300 @ 56.53125"
## [1] "2000-03-20 00:00:00 XLK -300 @ 59.625"
## [1] "2000-03-20 00:00:00 XLK -300 @ 59.625"
## [1] "2000-03-30 00:00:00 XLK 300 @ 59.4375"
## [1] "2000-03-30 00:00:00 XLK 300 @ 59.4375"
## [1] "2000-04-10 00:00:00 XLK -300 @ 58.375"
## [1] "2000-04-10 00:00:00 XLK -300 @ 58.375"
## [1] "2000-04-12 00:00:00 XLK 300 @ 53.25"
## [1] "2000-04-12 00:00:00 XLK 300 @ 53.25"
## [1] "2000-04-19 00:00:00 XLK -300 @ 53.34375"
## [1] "2000-04-19 00:00:00 XLK -300 @ 53.34375"
## [1] "2000-04-25 00:00:00 XLK 300 @ 54.21875"
## [1] "2000-04-25 00:00:00 XLK 300 @ 54.21875"
## [1] "2000-04-26 00:00:00 XLK -300 @ 53.1875"
## [1] "2000-04-26 00:00:00 XLK -300 @ 53.1875"
## [1] "2000-05-04 00:00:00 XLK 300 @ 52"
## [1] "2000-05-04 00:00:00 XLK 300 @ 52"
## [1] "2000-05-16 00:00:00 XLK -300 @ 52.59375"
## [1] "2000-05-16 00:00:00 XLK -300 @ 52.59375"
## [1] "2000-05-19 00:00:00 XLK 300 @ 48.5625"
## [1] "2000-05-19 00:00:00 XLK 300 @ 48.5625"
## [1] "2000-05-31 00:00:00 XLK -300 @ 49.28125"
## [1] "2000-05-31 00:00:00 XLK -300 @ 49.28125"
## [1] "2000-06-13 00:00:00 XLK 300 @ 54.125"
## [1] "2000-06-13 00:00:00 XLK 300 @ 54.125"
## [1] "2000-06-19 00:00:00 XLK -300 @ 56.09375"
## [1] "2000-06-19 00:00:00 XLK -300 @ 56.09375"
## [1] "2000-06-23 00:00:00 XLK 300 @ 53.828125"
## [1] "2000-06-23 00:00:00 XLK 300 @ 53.828125"
## [1] "2000-07-05 00:00:00 XLK -300 @ 52.8125"
## [1] "2000-07-05 00:00:00 XLK -300 @ 52.8125"
## [1] "2000-07-06 00:00:00 XLK 300 @ 53.625"
## [1] "2000-07-06 00:00:00 XLK 300 @ 53.625"
## [1] "2000-07-10 00:00:00 XLK -300 @ 53.90625"
## [1] "2000-07-10 00:00:00 XLK -300 @ 53.90625"
## [1] "2000-07-12 00:00:00 XLK 300 @ 54.84375"
## [1] "2000-07-12 00:00:00 XLK 300 @ 54.84375"
## [1] "2000-07-13 00:00:00 XLK -300 @ 55.90625"
## [1] "2000-07-13 00:00:00 XLK -300 @ 55.90625"
## [1] "2000-07-20 00:00:00 XLK 300 @ 56.15625"
## [1] "2000-07-20 00:00:00 XLK 300 @ 56.15625"
## [1] "2000-08-04 00:00:00 XLK -300 @ 51.46875"
## [1] "2000-08-04 00:00:00 XLK -300 @ 51.46875"
## [1] "2000-08-11 00:00:00 XLK 300 @ 51.875"
## [1] "2000-08-11 00:00:00 XLK 300 @ 51.875"
## [1] "2000-08-15 00:00:00 XLK -300 @ 53.0625"
## [1] "2000-08-15 00:00:00 XLK -300 @ 53.0625"
## [1] "2000-09-06 00:00:00 XLK 300 @ 53.875"
## [1] "2000-09-06 00:00:00 XLK 300 @ 53.875"
## [1] "2000-09-20 00:00:00 XLK -300 @ 51.75"
## [1] "2000-09-20 00:00:00 XLK -300 @ 51.75"
## [1] "2000-09-25 00:00:00 XLK 300 @ 48.21875"
## [1] "2000-09-25 00:00:00 XLK 300 @ 48.21875"
## [1] "2000-09-29 00:00:00 XLK -300 @ 46.375"
## [1] "2000-09-29 00:00:00 XLK -300 @ 46.375"
## [1] "2000-10-02 00:00:00 XLK 300 @ 46.03125"
## [1] "2000-10-02 00:00:00 XLK 300 @ 46.03125"
## [1] "2000-10-16 00:00:00 XLK -300 @ 42.75"
## [1] "2000-10-16 00:00:00 XLK -300 @ 42.75"
## [1] "2000-10-19 00:00:00 XLK 300 @ 44.609375"
## [1] "2000-10-19 00:00:00 XLK 300 @ 44.609375"
## [1] "2000-10-20 00:00:00 XLK -300 @ 45.28125"
## [1] "2000-10-20 00:00:00 XLK -300 @ 45.28125"
## [1] "2000-10-26 00:00:00 XLK 300 @ 42"
## [1] "2000-10-26 00:00:00 XLK 300 @ 42"
## [1] "2000-11-01 00:00:00 XLK -300 @ 42.875"
## [1] "2000-11-01 00:00:00 XLK -300 @ 42.875"
## [1] "2000-11-09 00:00:00 XLK 300 @ 41.015625"
## [1] "2000-11-09 00:00:00 XLK 300 @ 41.015625"
## [1] "2000-11-15 00:00:00 XLK -300 @ 41"
## [1] "2000-11-15 00:00:00 XLK -300 @ 41"
## [1] "2000-11-21 00:00:00 XLK 300 @ 38.5625"
## [1] "2000-11-21 00:00:00 XLK 300 @ 38.5625"
## [1] "2000-12-06 00:00:00 XLK -300 @ 37.25"
## [1] "2000-12-06 00:00:00 XLK -300 @ 37.25"
## [1] "2000-12-14 00:00:00 XLK 300 @ 36.125"
## [1] "2000-12-14 00:00:00 XLK 300 @ 36.125"
## [1] "2000-12-26 00:00:00 XLK -300 @ 32.1875"
## [1] "2000-12-26 00:00:00 XLK -300 @ 32.1875"
## [1] "2001-01-02 00:00:00 XLK 300 @ 29.5"
## [1] "2001-01-02 00:00:00 XLK 300 @ 29.5"
## [1] "2001-01-04 00:00:00 XLK -300 @ 34.59375"
## [1] "2001-01-04 00:00:00 XLK -300 @ 34.59375"
## [1] "2001-01-26 00:00:00 XLK 300 @ 37.375"
## [1] "2001-01-26 00:00:00 XLK 300 @ 37.375"
## [1] "2001-01-30 00:00:00 XLK -300 @ 38.25"
## [1] "2001-01-30 00:00:00 XLK -300 @ 38.25"
## [1] "2001-02-01 00:00:00 XLK 300 @ 37.2799987792969"
## [1] "2001-02-01 00:00:00 XLK 300 @ 37.2799987792969"
## [1] "2001-02-16 00:00:00 XLK -300 @ 31.9899997711182"
## [1] "2001-02-16 00:00:00 XLK -300 @ 31.9899997711182"
## [1] "2001-02-20 00:00:00 XLK 300 @ 30.2700004577637"
## [1] "2001-02-20 00:00:00 XLK 300 @ 30.2700004577637"
## [1] "2001-03-07 00:00:00 XLK -300 @ 29.6399993896484"
## [1] "2001-03-07 00:00:00 XLK -300 @ 29.6399993896484"
## [1] "2001-03-12 00:00:00 XLK 300 @ 25.7000007629395"
## [1] "2001-03-12 00:00:00 XLK 300 @ 25.7000007629395"
## [1] "2001-03-23 00:00:00 XLK -300 @ 26.7999992370605"
## [1] "2001-03-23 00:00:00 XLK -300 @ 26.7999992370605"
## [1] "2001-03-29 00:00:00 XLK 300 @ 24.9500007629395"
## [1] "2001-03-29 00:00:00 XLK 300 @ 24.9500007629395"
## [1] "2001-04-06 00:00:00 XLK -300 @ 23.3500003814697"
## [1] "2001-04-06 00:00:00 XLK -300 @ 23.3500003814697"
## [1] "2001-04-24 00:00:00 XLK 300 @ 27.8999996185303"
## [1] "2001-04-24 00:00:00 XLK 300 @ 27.8999996185303"
## [1] "2001-05-01 00:00:00 XLK -300 @ 29.5"
## [1] "2001-05-01 00:00:00 XLK -300 @ 29.5"
## [1] "2001-05-10 00:00:00 XLK 300 @ 28.8099994659424"
## [1] "2001-05-10 00:00:00 XLK 300 @ 28.8099994659424"
## [1] "2001-05-17 00:00:00 XLK -300 @ 29.3600006103516"
## [1] "2001-05-17 00:00:00 XLK -300 @ 29.3600006103516"
## [1] "2001-05-29 00:00:00 XLK 300 @ 28.5400009155273"
## [1] "2001-05-29 00:00:00 XLK 300 @ 28.5400009155273"
## [1] "2001-06-06 00:00:00 XLK -300 @ 28.8700008392334"
## [1] "2001-06-06 00:00:00 XLK -300 @ 28.8700008392334"
## [1] "2001-06-12 00:00:00 XLK 300 @ 28.3299999237061"
## [1] "2001-06-12 00:00:00 XLK 300 @ 28.3299999237061"
## [1] "2001-06-22 00:00:00 XLK -300 @ 26.3999996185303"
## [1] "2001-06-22 00:00:00 XLK -300 @ 26.3999996185303"
## [1] "2001-07-06 00:00:00 XLK 300 @ 25.8999996185303"
## [1] "2001-07-06 00:00:00 XLK 300 @ 25.8999996185303"
## [1] "2001-07-13 00:00:00 XLK -300 @ 27.3400001525879"
## [1] "2001-07-13 00:00:00 XLK -300 @ 27.3400001525879"
## [1] "2001-07-19 00:00:00 XLK 300 @ 26.4500007629395"
## [1] "2001-07-19 00:00:00 XLK 300 @ 26.4500007629395"
## [1] "2001-07-27 00:00:00 XLK -300 @ 26.3099994659424"
## [1] "2001-07-27 00:00:00 XLK -300 @ 26.3099994659424"
## [1] "2001-08-07 00:00:00 XLK 300 @ 26.4200000762939"
## [1] "2001-08-07 00:00:00 XLK 300 @ 26.4200000762939"
## [1] "2001-08-27 00:00:00 XLK -300 @ 24.8999996185303"
## [1] "2001-08-27 00:00:00 XLK -300 @ 24.8999996185303"
## [1] "2001-08-29 00:00:00 XLK 300 @ 23.75"
## [1] "2001-08-29 00:00:00 XLK 300 @ 23.75"
## [1] "2001-09-26 00:00:00 XLK -300 @ 18.8899993896484"
## [1] "2001-09-26 00:00:00 XLK -300 @ 18.8899993896484"
## [1] "2001-09-28 00:00:00 XLK 300 @ 19.25"
## [1] "2001-09-28 00:00:00 XLK 300 @ 19.25"
## [1] "2001-10-04 00:00:00 XLK -300 @ 20.6800003051758"
## [1] "2001-10-04 00:00:00 XLK -300 @ 20.6800003051758"
## [1] "2001-10-10 00:00:00 XLK 300 @ 20.9599990844727"
## [1] "2001-10-10 00:00:00 XLK 300 @ 20.9599990844727"
## [1] "2001-10-11 00:00:00 XLK -300 @ 21.9699993133545"
## [1] "2001-10-11 00:00:00 XLK -300 @ 21.9699993133545"
## [1] "2001-10-18 00:00:00 XLK 300 @ 20.9500007629395"
## [1] "2001-10-18 00:00:00 XLK 300 @ 20.9500007629395"
## [1] "2001-10-23 00:00:00 XLK -300 @ 21.75"
## [1] "2001-10-23 00:00:00 XLK -300 @ 21.75"
## [1] "2001-10-30 00:00:00 XLK 300 @ 21.0599994659424"
## [1] "2001-10-30 00:00:00 XLK 300 @ 21.0599994659424"
## [1] "2001-11-02 00:00:00 XLK -300 @ 22.1200008392334"
## [1] "2001-11-02 00:00:00 XLK -300 @ 22.1200008392334"
## [1] "2001-11-21 00:00:00 XLK 300 @ 24.0200004577637"
## [1] "2001-11-21 00:00:00 XLK 300 @ 24.0200004577637"
## [1] "2001-11-27 00:00:00 XLK -300 @ 24.7299995422363"
## [1] "2001-11-27 00:00:00 XLK -300 @ 24.7299995422363"
## [1] "2001-11-29 00:00:00 XLK 300 @ 24.5900001525879"
## [1] "2001-11-29 00:00:00 XLK 300 @ 24.5900001525879"
## [1] "2001-12-05 00:00:00 XLK -300 @ 26.1499996185303"
## [1] "2001-12-05 00:00:00 XLK -300 @ 26.1499996185303"
## [1] "2001-12-11 00:00:00 XLK 300 @ 25.2199993133545"
## [1] "2001-12-11 00:00:00 XLK 300 @ 25.2199993133545"
## [1] "2001-12-19 00:00:00 XLK -300 @ 24.7299995422363"
## [1] "2001-12-19 00:00:00 XLK -300 @ 24.7299995422363"
## [1] "2001-12-21 00:00:00 XLK 300 @ 24.2000007629395"
## [1] "2001-12-21 00:00:00 XLK 300 @ 24.2000007629395"
## [1] "2001-12-28 00:00:00 XLK -300 @ 24.5599994659424"
## [1] "2001-12-28 00:00:00 XLK -300 @ 24.5599994659424"
## [1] "2002-01-02 00:00:00 XLK 300 @ 24.6000003814697"
## [1] "2002-01-02 00:00:00 XLK 300 @ 24.6000003814697"
## [1] "2002-01-04 00:00:00 XLK -300 @ 25.8400001525879"
## [1] "2002-01-04 00:00:00 XLK -300 @ 25.8400001525879"
## [1] "2002-01-11 00:00:00 XLK 300 @ 25.1000003814697"
## [1] "2002-01-11 00:00:00 XLK 300 @ 25.1000003814697"
## [1] "2002-01-29 00:00:00 XLK -300 @ 23.1000003814697"
## [1] "2002-01-29 00:00:00 XLK -300 @ 23.1000003814697"
## [1] "2002-01-30 00:00:00 XLK 300 @ 23.3999996185303"
## [1] "2002-01-30 00:00:00 XLK 300 @ 23.3999996185303"
## [1] "2002-02-12 00:00:00 XLK -300 @ 22.3799991607666"
## [1] "2002-02-12 00:00:00 XLK -300 @ 22.3799991607666"
## [1] "2002-02-19 00:00:00 XLK 300 @ 21.0799999237061"
## [1] "2002-02-19 00:00:00 XLK 300 @ 21.0799999237061"
## [1] "2002-02-26 00:00:00 XLK -300 @ 21.0400009155273"
## [1] "2002-02-26 00:00:00 XLK -300 @ 21.0400009155273"
## [1] "2002-03-01 00:00:00 XLK 300 @ 21.6900005340576"
## [1] "2002-03-01 00:00:00 XLK 300 @ 21.6900005340576"
## [1] "2002-03-04 00:00:00 XLK -300 @ 22.4799995422363"
## [1] "2002-03-04 00:00:00 XLK -300 @ 22.4799995422363"
## [1] "2002-03-14 00:00:00 XLK 300 @ 22"
## [1] "2002-03-14 00:00:00 XLK 300 @ 22"
## [1] "2002-04-01 00:00:00 XLK -300 @ 21.9099998474121"
## [1] "2002-04-01 00:00:00 XLK -300 @ 21.9099998474121"
## [1] "2002-04-03 00:00:00 XLK 300 @ 20.9400005340576"
## [1] "2002-04-03 00:00:00 XLK 300 @ 20.9400005340576"
## [1] "2002-04-17 00:00:00 XLK -300 @ 20.8299999237061"
## [1] "2002-04-17 00:00:00 XLK -300 @ 20.8299999237061"
## [1] "2002-04-23 00:00:00 XLK 300 @ 19.6299991607666"
## [1] "2002-04-23 00:00:00 XLK 300 @ 19.6299991607666"
## [1] "2002-05-09 00:00:00 XLK -300 @ 18.6399993896484"
## [1] "2002-05-09 00:00:00 XLK -300 @ 18.6399993896484"
## [1] "2002-05-21 00:00:00 XLK 300 @ 18.9400005340576"
## [1] "2002-05-21 00:00:00 XLK 300 @ 18.9400005340576"
## [1] "2002-06-18 00:00:00 XLK -300 @ 17.2199993133545"
## [1] "2002-06-18 00:00:00 XLK -300 @ 17.2199993133545"
## [1] "2002-06-20 00:00:00 XLK 300 @ 16.1599998474121"
## [1] "2002-06-20 00:00:00 XLK 300 @ 16.1599998474121"
## [1] "2002-06-28 00:00:00 XLK -300 @ 15.8199996948242"
## [1] "2002-06-28 00:00:00 XLK -300 @ 15.8199996948242"
## [1] "2002-07-02 00:00:00 XLK 300 @ 14.6999998092651"
## [1] "2002-07-02 00:00:00 XLK 300 @ 14.6999998092651"
## [1] "2002-07-08 00:00:00 XLK -300 @ 15.5799999237061"
## [1] "2002-07-08 00:00:00 XLK -300 @ 15.5799999237061"
## [1] "2002-07-11 00:00:00 XLK 300 @ 15.4899997711182"
## [1] "2002-07-11 00:00:00 XLK 300 @ 15.4899997711182"
## [1] "2002-07-16 00:00:00 XLK -300 @ 15.539999961853"
## [1] "2002-07-16 00:00:00 XLK -300 @ 15.539999961853"
## [1] "2002-07-19 00:00:00 XLK 300 @ 14.8400001525879"
## [1] "2002-07-19 00:00:00 XLK 300 @ 14.8400001525879"
## [1] "2002-07-30 00:00:00 XLK -300 @ 14.3999996185303"
## [1] "2002-07-30 00:00:00 XLK -300 @ 14.3999996185303"
## [1] "2002-08-02 00:00:00 XLK 300 @ 13.3999996185303"
## [1] "2002-08-02 00:00:00 XLK 300 @ 13.3999996185303"
## [1] "2002-08-09 00:00:00 XLK -300 @ 14.0500001907349"
## [1] "2002-08-09 00:00:00 XLK -300 @ 14.0500001907349"
## [1] "2002-08-14 00:00:00 XLK 300 @ 14.4499998092651"
## [1] "2002-08-14 00:00:00 XLK 300 @ 14.4499998092651"
## [1] "2002-08-15 00:00:00 XLK -300 @ 14.6499996185303"
## [1] "2002-08-15 00:00:00 XLK -300 @ 14.6499996185303"
## [1] "2002-08-26 00:00:00 XLK 300 @ 15.289999961853"
## [1] "2002-08-26 00:00:00 XLK 300 @ 15.289999961853"
## [1] "2002-09-10 00:00:00 XLK -300 @ 14.289999961853"
## [1] "2002-09-10 00:00:00 XLK -300 @ 14.289999961853"
## [1] "2002-09-13 00:00:00 XLK 300 @ 13.8999996185303"
## [1] "2002-09-13 00:00:00 XLK 300 @ 13.8999996185303"
## [1] "2002-10-11 00:00:00 XLK -300 @ 12.960000038147"
## [1] "2002-10-11 00:00:00 XLK -300 @ 12.960000038147"
## [1] "2002-11-08 00:00:00 XLK 300 @ 15.1999998092651"
## [1] "2002-11-08 00:00:00 XLK 300 @ 15.1999998092651"
## [1] "2002-11-15 00:00:00 XLK -300 @ 15.789999961853"
## [1] "2002-11-15 00:00:00 XLK -300 @ 15.789999961853"
## [1] "2002-11-20 00:00:00 XLK 300 @ 16"
## [1] "2002-11-20 00:00:00 XLK 300 @ 16"
## [1] "2002-11-21 00:00:00 XLK -300 @ 16.8299999237061"
## [1] "2002-11-21 00:00:00 XLK -300 @ 16.8299999237061"
## [1] "2002-12-04 00:00:00 XLK 300 @ 16.2999992370605"
## [1] "2002-12-04 00:00:00 XLK 300 @ 16.2999992370605"
## [1] "2002-12-17 00:00:00 XLK -300 @ 15.7200002670288"
## [1] "2002-12-17 00:00:00 XLK -300 @ 15.7200002670288"
## [1] "2002-12-19 00:00:00 XLK 300 @ 15.2299995422363"
## [1] "2002-12-19 00:00:00 XLK 300 @ 15.2299995422363"
## [1] "2002-12-24 00:00:00 XLK -300 @ 15.3800001144409"
## [1] "2002-12-24 00:00:00 XLK -300 @ 15.3800001144409"
## [1] "2002-12-27 00:00:00 XLK 300 @ 15.0299997329712"
## [1] "2002-12-27 00:00:00 XLK 300 @ 15.0299997329712"
## [1] "2003-01-03 00:00:00 XLK -300 @ 15.6599998474121"
## [1] "2003-01-03 00:00:00 XLK -300 @ 15.6599998474121"
## [1] "2003-01-17 00:00:00 XLK 300 @ 15.2200002670288"
## [1] "2003-01-17 00:00:00 XLK 300 @ 15.2200002670288"
## [1] "2003-01-30 00:00:00 XLK -300 @ 14.4700002670288"
## [1] "2003-01-30 00:00:00 XLK -300 @ 14.4700002670288"
## [1] "2003-01-31 00:00:00 XLK 300 @ 14.4499998092651"
## [1] "2003-01-31 00:00:00 XLK 300 @ 14.4499998092651"
## [1] "2003-02-18 00:00:00 XLK -300 @ 14.8999996185303"
## [1] "2003-02-18 00:00:00 XLK -300 @ 14.8999996185303"
## [1] "2003-02-25 00:00:00 XLK 300 @ 14.539999961853"
## [1] "2003-02-25 00:00:00 XLK 300 @ 14.539999961853"
## [1] "2003-03-03 00:00:00 XLK -300 @ 14.2700004577637"
## [1] "2003-03-03 00:00:00 XLK -300 @ 14.2700004577637"
## [1] "2003-03-05 00:00:00 XLK 300 @ 14.25"
## [1] "2003-03-05 00:00:00 XLK 300 @ 14.25"
## [1] "2003-03-14 00:00:00 XLK -300 @ 14.6099996566772"
## [1] "2003-03-14 00:00:00 XLK -300 @ 14.6099996566772"
## [1] "2003-03-25 00:00:00 XLK 300 @ 15.1099996566772"
## [1] "2003-03-25 00:00:00 XLK 300 @ 15.1099996566772"
## [1] "2003-04-03 00:00:00 XLK -300 @ 15.0500001907349"
## [1] "2003-04-03 00:00:00 XLK -300 @ 15.0500001907349"
## [1] "2003-04-09 00:00:00 XLK 300 @ 14.4499998092651"
## [1] "2003-04-09 00:00:00 XLK 300 @ 14.4499998092651"
## [1] "2003-04-15 00:00:00 XLK -300 @ 14.789999961853"
## [1] "2003-04-15 00:00:00 XLK -300 @ 14.789999961853"
## [1] "2003-04-28 00:00:00 XLK 300 @ 15.6300001144409"
## [1] "2003-04-28 00:00:00 XLK 300 @ 15.6300001144409"
## [1] "2003-04-30 00:00:00 XLK -300 @ 15.6099996566772"
## [1] "2003-04-30 00:00:00 XLK -300 @ 15.6099996566772"
## [1] "2003-05-09 00:00:00 XLK 300 @ 16.3199996948242"
## [1] "2003-05-09 00:00:00 XLK 300 @ 16.3199996948242"
## [1] "2003-05-12 00:00:00 XLK -300 @ 16.5699996948242"
## [1] "2003-05-12 00:00:00 XLK -300 @ 16.5699996948242"
## [1] "2003-05-20 00:00:00 XLK 300 @ 15.9300003051758"
## [1] "2003-05-20 00:00:00 XLK 300 @ 15.9300003051758"
## [1] "2003-05-27 00:00:00 XLK -300 @ 16.5599994659424"
## [1] "2003-05-27 00:00:00 XLK -300 @ 16.5599994659424"
## [1] "2003-06-10 00:00:00 XLK 300 @ 17.1900005340576"
## [1] "2003-06-10 00:00:00 XLK 300 @ 17.1900005340576"
## [1] "2003-06-12 00:00:00 XLK -300 @ 17.3799991607666"
## [1] "2003-06-12 00:00:00 XLK -300 @ 17.3799991607666"
## [1] "2003-06-16 00:00:00 XLK 300 @ 17.4200000762939"
## [1] "2003-06-16 00:00:00 XLK 300 @ 17.4200000762939"
## [1] "2003-06-17 00:00:00 XLK -300 @ 17.5"
## [1] "2003-06-17 00:00:00 XLK -300 @ 17.5"
## [1] "2003-06-24 00:00:00 XLK 300 @ 17.1000003814697"
## [1] "2003-06-24 00:00:00 XLK 300 @ 17.1000003814697"
## [1] "2003-07-02 00:00:00 XLK -300 @ 17.6700000762939"
## [1] "2003-07-02 00:00:00 XLK -300 @ 17.6700000762939"
## [1] "2003-07-11 00:00:00 XLK 300 @ 18.0100002288818"
## [1] "2003-07-11 00:00:00 XLK 300 @ 18.0100002288818"
## [1] "2003-07-16 00:00:00 XLK -300 @ 18.0599994659424"
## [1] "2003-07-16 00:00:00 XLK -300 @ 18.0599994659424"
## [1] "2003-07-18 00:00:00 XLK 300 @ 17.5499992370605"
## [1] "2003-07-18 00:00:00 XLK 300 @ 17.5499992370605"
## [1] "2003-07-28 00:00:00 XLK -300 @ 17.7800006866455"
## [1] "2003-07-28 00:00:00 XLK -300 @ 17.7800006866455"
## [1] "2003-07-31 00:00:00 XLK 300 @ 17.6000003814697"
## [1] "2003-07-31 00:00:00 XLK 300 @ 17.6000003814697"
## [1] "2003-08-05 00:00:00 XLK -300 @ 17.2199993133545"
## [1] "2003-08-05 00:00:00 XLK -300 @ 17.2199993133545"
## [1] "2003-08-06 00:00:00 XLK 300 @ 17.0599994659424"
## [1] "2003-08-06 00:00:00 XLK 300 @ 17.0599994659424"
## [1] "2003-08-13 00:00:00 XLK -300 @ 17.2999992370605"
## [1] "2003-08-13 00:00:00 XLK -300 @ 17.2999992370605"
## [1] "2003-09-11 00:00:00 XLK 300 @ 18.9099998474121"
## [1] "2003-09-11 00:00:00 XLK 300 @ 18.9099998474121"
## [1] "2003-09-17 00:00:00 XLK -300 @ 19.2700004577637"
## [1] "2003-09-17 00:00:00 XLK -300 @ 19.2700004577637"
## [1] "2003-09-23 00:00:00 XLK 300 @ 19.2999992370605"
## [1] "2003-09-23 00:00:00 XLK 300 @ 19.2999992370605"
## [1] "2003-10-06 00:00:00 XLK -300 @ 19.3099994659424"
## [1] "2003-10-06 00:00:00 XLK -300 @ 19.3099994659424"
## [1] "2003-10-20 00:00:00 XLK 300 @ 19.6499996185303"
## [1] "2003-10-20 00:00:00 XLK 300 @ 19.6499996185303"
## [1] "2003-10-22 00:00:00 XLK -300 @ 19.4699993133545"
## [1] "2003-10-22 00:00:00 XLK -300 @ 19.4699993133545"
## [1] "2003-10-23 00:00:00 XLK 300 @ 19.3199996948242"
## [1] "2003-10-23 00:00:00 XLK 300 @ 19.3199996948242"
## [1] "2003-10-29 00:00:00 XLK -300 @ 19.6200008392334"
## [1] "2003-10-29 00:00:00 XLK -300 @ 19.6200008392334"
## [1] "2003-11-11 00:00:00 XLK 300 @ 19.7399997711182"
## [1] "2003-11-11 00:00:00 XLK 300 @ 19.7399997711182"
## [1] "2003-11-13 00:00:00 XLK -300 @ 19.9899997711182"
## [1] "2003-11-13 00:00:00 XLK -300 @ 19.9899997711182"
## [1] "2003-11-17 00:00:00 XLK 300 @ 19.4500007629395"
## [1] "2003-11-17 00:00:00 XLK 300 @ 19.4500007629395"
## [1] "2003-11-25 00:00:00 XLK -300 @ 19.75"
## [1] "2003-11-25 00:00:00 XLK -300 @ 19.75"
## [1] "2003-12-08 00:00:00 XLK 300 @ 19.8799991607666"
## [1] "2003-12-08 00:00:00 XLK 300 @ 19.8799991607666"
## [1] "2003-12-12 00:00:00 XLK -300 @ 19.9500007629395"
## [1] "2003-12-12 00:00:00 XLK -300 @ 19.9500007629395"
## [1] "2003-12-16 00:00:00 XLK 300 @ 19.7999992370605"
## [1] "2003-12-16 00:00:00 XLK 300 @ 19.7999992370605"
## [1] "2003-12-19 00:00:00 XLK -300 @ 19.8899993896484"
## [1] "2003-12-19 00:00:00 XLK -300 @ 19.8899993896484"
## [1] "2004-01-23 00:00:00 XLK 300 @ 21.6499996185303"
## [1] "2004-01-23 00:00:00 XLK 300 @ 21.6499996185303"
## [1] "2004-01-27 00:00:00 XLK -300 @ 21.7099990844727"
## [1] "2004-01-27 00:00:00 XLK -300 @ 21.7099990844727"
## [1] "2004-01-29 00:00:00 XLK 300 @ 21.2399997711182"
## [1] "2004-01-29 00:00:00 XLK 300 @ 21.2399997711182"
## [1] "2004-02-09 00:00:00 XLK -300 @ 21.0699996948242"
## [1] "2004-02-09 00:00:00 XLK -300 @ 21.0699996948242"
## [1] "2004-02-17 00:00:00 XLK 300 @ 21.3899993896484"
## [1] "2004-02-17 00:00:00 XLK 300 @ 21.3899993896484"
## [1] "2004-02-18 00:00:00 XLK -300 @ 21.2900009155273"
## [1] "2004-02-18 00:00:00 XLK -300 @ 21.2900009155273"
## [1] "2004-02-20 00:00:00 XLK 300 @ 20.8700008392334"
## [1] "2004-02-20 00:00:00 XLK 300 @ 20.8700008392334"
## [1] "2004-02-27 00:00:00 XLK -300 @ 20.7099990844727"
## [1] "2004-02-27 00:00:00 XLK -300 @ 20.7099990844727"
## [1] "2004-03-09 00:00:00 XLK 300 @ 20.3500003814697"
## [1] "2004-03-09 00:00:00 XLK 300 @ 20.3500003814697"
## [1] "2004-03-18 00:00:00 XLK -300 @ 20.0200004577637"
## [1] "2004-03-18 00:00:00 XLK -300 @ 20.0200004577637"
## [1] "2004-03-22 00:00:00 XLK 300 @ 19.4300003051758"
## [1] "2004-03-22 00:00:00 XLK 300 @ 19.4300003051758"
## [1] "2004-03-26 00:00:00 XLK -300 @ 20"
## [1] "2004-03-26 00:00:00 XLK -300 @ 20"
## [1] "2004-04-14 00:00:00 XLK 300 @ 20.5200004577637"
## [1] "2004-04-14 00:00:00 XLK 300 @ 20.5200004577637"
## [1] "2004-04-23 00:00:00 XLK -300 @ 20.7600002288818"
## [1] "2004-04-23 00:00:00 XLK -300 @ 20.7600002288818"
## [1] "2004-04-29 00:00:00 XLK 300 @ 19.7999992370605"
## [1] "2004-04-29 00:00:00 XLK 300 @ 19.7999992370605"
## [1] "2004-05-06 00:00:00 XLK -300 @ 19.7000007629395"
## [1] "2004-05-06 00:00:00 XLK -300 @ 19.7000007629395"
## [1] "2004-05-10 00:00:00 XLK 300 @ 19.5200004577637"
## [1] "2004-05-10 00:00:00 XLK 300 @ 19.5200004577637"
## [1] "2004-05-12 00:00:00 XLK -300 @ 19.7199993133545"
## [1] "2004-05-12 00:00:00 XLK -300 @ 19.7199993133545"
## [1] "2004-05-17 00:00:00 XLK 300 @ 19.2399997711182"
## [1] "2004-05-17 00:00:00 XLK 300 @ 19.2399997711182"
## [1] "2004-05-24 00:00:00 XLK -300 @ 19.6000003814697"
## [1] "2004-05-24 00:00:00 XLK -300 @ 19.6000003814697"
## [1] "2004-06-04 00:00:00 XLK 300 @ 19.9400005340576"
## [1] "2004-06-04 00:00:00 XLK 300 @ 19.9400005340576"
## [1] "2004-06-08 00:00:00 XLK -300 @ 20.5100002288818"
## [1] "2004-06-08 00:00:00 XLK -300 @ 20.5100002288818"
## [1] "2004-06-15 00:00:00 XLK 300 @ 20.4099998474121"
## [1] "2004-06-15 00:00:00 XLK 300 @ 20.4099998474121"
## [1] "2004-06-23 00:00:00 XLK -300 @ 20.5300006866455"
## [1] "2004-06-23 00:00:00 XLK -300 @ 20.5300006866455"
## [1] "2004-07-02 00:00:00 XLK 300 @ 20.1000003814697"
## [1] "2004-07-02 00:00:00 XLK 300 @ 20.1000003814697"
## [1] "2004-07-21 00:00:00 XLK -300 @ 18.9799995422363"
## [1] "2004-07-21 00:00:00 XLK -300 @ 18.9799995422363"
## [1] "2004-07-26 00:00:00 XLK 300 @ 18.9599990844727"
## [1] "2004-07-26 00:00:00 XLK 300 @ 18.9599990844727"
## [1] "2004-07-28 00:00:00 XLK -300 @ 19.1299991607666"
## [1] "2004-07-28 00:00:00 XLK -300 @ 19.1299991607666"
## [1] "2004-08-04 00:00:00 XLK 300 @ 19.2000007629395"
## [1] "2004-08-04 00:00:00 XLK 300 @ 19.2000007629395"
## [1] "2004-08-18 00:00:00 XLK -300 @ 18.6299991607666"
## [1] "2004-08-18 00:00:00 XLK -300 @ 18.6299991607666"
## [1] "2004-08-31 00:00:00 XLK 300 @ 18.5799999237061"
## [1] "2004-08-31 00:00:00 XLK 300 @ 18.5799999237061"
## [1] "2004-09-03 00:00:00 XLK -300 @ 18.5300006866455"
## [1] "2004-09-03 00:00:00 XLK -300 @ 18.5300006866455"
## [1] "2004-09-07 00:00:00 XLK 300 @ 18.6100006103516"
## [1] "2004-09-07 00:00:00 XLK 300 @ 18.6100006103516"
## [1] "2004-09-10 00:00:00 XLK -300 @ 19.2299995422363"
## [1] "2004-09-10 00:00:00 XLK -300 @ 19.2299995422363"
## [1] "2004-09-16 00:00:00 XLK 300 @ 19.1299991607666"
## [1] "2004-09-16 00:00:00 XLK 300 @ 19.1299991607666"
## [1] "2004-09-21 00:00:00 XLK -300 @ 19.3999996185303"
## [1] "2004-09-21 00:00:00 XLK -300 @ 19.3999996185303"
## [1] "2004-09-23 00:00:00 XLK 300 @ 19.1299991607666"
## [1] "2004-09-23 00:00:00 XLK 300 @ 19.1299991607666"
## [1] "2004-09-30 00:00:00 XLK -300 @ 19.1200008392334"
## [1] "2004-09-30 00:00:00 XLK -300 @ 19.1200008392334"
## [1] "2004-10-11 00:00:00 XLK 300 @ 19.6000003814697"
## [1] "2004-10-11 00:00:00 XLK 300 @ 19.6000003814697"
## [1] "2004-10-19 00:00:00 XLK -300 @ 19.6499996185303"
## [1] "2004-10-19 00:00:00 XLK -300 @ 19.6499996185303"
## [1] "2004-10-25 00:00:00 XLK 300 @ 19.3899993896484"
## [1] "2004-10-25 00:00:00 XLK 300 @ 19.3899993896484"
## [1] "2004-10-28 00:00:00 XLK -300 @ 19.9500007629395"
## [1] "2004-10-28 00:00:00 XLK -300 @ 19.9500007629395"
## [1] "2004-11-11 00:00:00 XLK 300 @ 20.7700004577637"
## [1] "2004-11-11 00:00:00 XLK 300 @ 20.7700004577637"
## [1] "2004-11-12 00:00:00 XLK -300 @ 21.0599994659424"
## [1] "2004-11-12 00:00:00 XLK -300 @ 21.0599994659424"
## [1] "2004-11-22 00:00:00 XLK 300 @ 21.0400009155273"
## [1] "2004-11-22 00:00:00 XLK 300 @ 21.0400009155273"
## [1] "2004-12-02 00:00:00 XLK -300 @ 21.4699993133545"
## [1] "2004-12-02 00:00:00 XLK -300 @ 21.4699993133545"
## [1] "2004-12-08 00:00:00 XLK 300 @ 21.3999996185303"
## [1] "2004-12-08 00:00:00 XLK 300 @ 21.3999996185303"
## [1] "2004-12-14 00:00:00 XLK -300 @ 21.5699996948242"
## [1] "2004-12-14 00:00:00 XLK -300 @ 21.5699996948242"
## [1] "2004-12-17 00:00:00 XLK 300 @ 20.9599990844727"
## [1] "2004-12-17 00:00:00 XLK 300 @ 20.9599990844727"
## [1] "2004-12-27 00:00:00 XLK -300 @ 21.0300006866455"
## [1] "2004-12-27 00:00:00 XLK -300 @ 21.0300006866455"
## [1] "2004-12-28 00:00:00 XLK 300 @ 21.1399993896484"
## [1] "2004-12-28 00:00:00 XLK 300 @ 21.1399993896484"
## [1] "2004-12-31 00:00:00 XLK -300 @ 21.1100006103516"
## [1] "2004-12-31 00:00:00 XLK -300 @ 21.1100006103516"
## [1] "2005-01-04 00:00:00 XLK 300 @ 20.5400009155273"
## [1] "2005-01-04 00:00:00 XLK 300 @ 20.5400009155273"
## [1] "2005-01-19 00:00:00 XLK -300 @ 20.0100002288818"
## [1] "2005-01-19 00:00:00 XLK -300 @ 20.0100002288818"
## [1] "2005-01-20 00:00:00 XLK 300 @ 19.8700008392334"
## [1] "2005-01-20 00:00:00 XLK 300 @ 19.8700008392334"
## [1] "2005-01-27 00:00:00 XLK -300 @ 19.7800006866455"
## [1] "2005-01-27 00:00:00 XLK -300 @ 19.7800006866455"
## [1] "2005-02-04 00:00:00 XLK 300 @ 20.2600002288818"
## [1] "2005-02-04 00:00:00 XLK 300 @ 20.2600002288818"
## [1] "2005-02-07 00:00:00 XLK -300 @ 20.2000007629395"
## [1] "2005-02-07 00:00:00 XLK -300 @ 20.2000007629395"
## [1] "2005-02-10 00:00:00 XLK 300 @ 19.9899997711182"
## [1] "2005-02-10 00:00:00 XLK 300 @ 19.9899997711182"
## [1] "2005-02-14 00:00:00 XLK -300 @ 20.2199993133545"
## [1] "2005-02-14 00:00:00 XLK -300 @ 20.2199993133545"
## [1] "2005-02-18 00:00:00 XLK 300 @ 19.8799991607666"
## [1] "2005-02-18 00:00:00 XLK 300 @ 19.8799991607666"
## [1] "2005-02-28 00:00:00 XLK -300 @ 19.9500007629395"
## [1] "2005-02-28 00:00:00 XLK -300 @ 19.9500007629395"
## [1] "2005-03-04 00:00:00 XLK 300 @ 20.1200008392334"
## [1] "2005-03-04 00:00:00 XLK 300 @ 20.1200008392334"
## [1] "2005-03-08 00:00:00 XLK -300 @ 20.1000003814697"
## [1] "2005-03-08 00:00:00 XLK -300 @ 20.1000003814697"
## [1] "2005-03-10 00:00:00 XLK 300 @ 20.1499996185303"
## [1] "2005-03-10 00:00:00 XLK 300 @ 20.1499996185303"
## [1] "2005-03-31 00:00:00 XLK -300 @ 19.5599994659424"
## [1] "2005-03-31 00:00:00 XLK -300 @ 19.5599994659424"
## [1] "2005-04-12 00:00:00 XLK 300 @ 19.6000003814697"
## [1] "2005-04-12 00:00:00 XLK 300 @ 19.6000003814697"
## [1] "2005-04-22 00:00:00 XLK -300 @ 18.8199996948242"
## [1] "2005-04-22 00:00:00 XLK -300 @ 18.8199996948242"
## [1] "2005-04-29 00:00:00 XLK 300 @ 18.8700008392334"
## [1] "2005-04-29 00:00:00 XLK 300 @ 18.8700008392334"
## [1] "2005-05-04 00:00:00 XLK -300 @ 19.1100006103516"
## [1] "2005-05-04 00:00:00 XLK -300 @ 19.1100006103516"
## [1] "2005-05-11 00:00:00 XLK 300 @ 19.1000003814697"
## [1] "2005-05-11 00:00:00 XLK 300 @ 19.1000003814697"
## [1] "2005-05-16 00:00:00 XLK -300 @ 19.5400009155273"
## [1] "2005-05-16 00:00:00 XLK -300 @ 19.5400009155273"
## [1] "2005-06-07 00:00:00 XLK 300 @ 20.1399993896484"
## [1] "2005-06-07 00:00:00 XLK 300 @ 20.1399993896484"
## [1] "2005-06-10 00:00:00 XLK -300 @ 20.1700000762939"
## [1] "2005-06-10 00:00:00 XLK -300 @ 20.1700000762939"
## [1] "2005-06-15 00:00:00 XLK 300 @ 20.25"
## [1] "2005-06-15 00:00:00 XLK 300 @ 20.25"
## [1] "2005-06-17 00:00:00 XLK -300 @ 20.2999992370605"
## [1] "2005-06-17 00:00:00 XLK -300 @ 20.2999992370605"
## [1] "2005-06-24 00:00:00 XLK 300 @ 19.9899997711182"
## [1] "2005-06-24 00:00:00 XLK 300 @ 19.9899997711182"
## [1] "2005-07-06 00:00:00 XLK -300 @ 20.0499992370605"
## [1] "2005-07-06 00:00:00 XLK -300 @ 20.0499992370605"
## [1] "2005-07-25 00:00:00 XLK 300 @ 20.8500003814697"
## [1] "2005-07-25 00:00:00 XLK 300 @ 20.8500003814697"
## [1] "2005-07-28 00:00:00 XLK -300 @ 21.1599998474121"
## [1] "2005-07-28 00:00:00 XLK -300 @ 21.1599998474121"
## [1] "2005-08-08 00:00:00 XLK 300 @ 20.9899997711182"
## [1] "2005-08-08 00:00:00 XLK 300 @ 20.9899997711182"
## [1] "2005-08-30 00:00:00 XLK -300 @ 20.7399997711182"
## [1] "2005-08-30 00:00:00 XLK -300 @ 20.7399997711182"
## [1] "2005-09-06 00:00:00 XLK 300 @ 20.9799995422363"
## [1] "2005-09-06 00:00:00 XLK 300 @ 20.9799995422363"
## [1] "2005-09-07 00:00:00 XLK -300 @ 20.9799995422363"
## [1] "2005-09-07 00:00:00 XLK -300 @ 20.9799995422363"
## [1] "2005-09-15 00:00:00 XLK 300 @ 20.8500003814697"
## [1] "2005-09-15 00:00:00 XLK 300 @ 20.8500003814697"
## [1] "2005-09-29 00:00:00 XLK -300 @ 20.7600002288818"
## [1] "2005-09-29 00:00:00 XLK -300 @ 20.7600002288818"
## [1] "2005-10-05 00:00:00 XLK 300 @ 20.3899993896484"
## [1] "2005-10-05 00:00:00 XLK 300 @ 20.3899993896484"
## [1] "2005-10-20 00:00:00 XLK -300 @ 20.0499992370605"
## [1] "2005-10-20 00:00:00 XLK -300 @ 20.0499992370605"
## [1] "2005-10-28 00:00:00 XLK 300 @ 20.2099990844727"
## [1] "2005-10-28 00:00:00 XLK 300 @ 20.2099990844727"
## [1] "2005-11-01 00:00:00 XLK -300 @ 20.3799991607666"
## [1] "2005-11-01 00:00:00 XLK -300 @ 20.3799991607666"
## [1] "2005-12-01 00:00:00 XLK 300 @ 22.0400009155273"
## [1] "2005-12-01 00:00:00 XLK 300 @ 22.0400009155273"
## [1] "2005-12-02 00:00:00 XLK -300 @ 22.0200004577637"
## [1] "2005-12-02 00:00:00 XLK -300 @ 22.0200004577637"
## [1] "2005-12-09 00:00:00 XLK 300 @ 21.8199996948242"
## [1] "2005-12-09 00:00:00 XLK 300 @ 21.8199996948242"
## [1] "2005-12-27 00:00:00 XLK -300 @ 21.2099990844727"
## [1] "2005-12-27 00:00:00 XLK -300 @ 21.2099990844727"
## [1] "2005-12-28 00:00:00 XLK 300 @ 21.1599998474121"
## [1] "2005-12-28 00:00:00 XLK 300 @ 21.1599998474121"
## [1] "2006-01-04 00:00:00 XLK -300 @ 21.5599994659424"
## [1] "2006-01-04 00:00:00 XLK -300 @ 21.5599994659424"
## [1] "2006-01-18 00:00:00 XLK 300 @ 21.6499996185303"
## [1] "2006-01-18 00:00:00 XLK 300 @ 21.6499996185303"
## [1] "2006-01-27 00:00:00 XLK -300 @ 21.7099990844727"
## [1] "2006-01-27 00:00:00 XLK -300 @ 21.7099990844727"
## [1] "2006-02-03 00:00:00 XLK 300 @ 21.2800006866455"
## [1] "2006-02-03 00:00:00 XLK 300 @ 21.2800006866455"
## [1] "2006-02-09 00:00:00 XLK -300 @ 21.4699993133545"
## [1] "2006-02-09 00:00:00 XLK -300 @ 21.4699993133545"
## [1] "2006-02-22 00:00:00 XLK 300 @ 21.7999992370605"
## [1] "2006-02-22 00:00:00 XLK 300 @ 21.7999992370605"
## [1] "2006-02-28 00:00:00 XLK -300 @ 21.6499996185303"
## [1] "2006-02-28 00:00:00 XLK -300 @ 21.6499996185303"
## [1] "2006-03-01 00:00:00 XLK 300 @ 22.0799999237061"
## [1] "2006-03-01 00:00:00 XLK 300 @ 22.0799999237061"
## [1] "2006-03-02 00:00:00 XLK -300 @ 22.1299991607666"
## [1] "2006-03-02 00:00:00 XLK -300 @ 22.1299991607666"
## [1] "2006-03-07 00:00:00 XLK 300 @ 21.7700004577637"
## [1] "2006-03-07 00:00:00 XLK 300 @ 21.7700004577637"
## [1] "2006-03-14 00:00:00 XLK -300 @ 22.0499992370605"
## [1] "2006-03-14 00:00:00 XLK -300 @ 22.0499992370605"
## [1] "2006-03-24 00:00:00 XLK 300 @ 22.0900001525879"
## [1] "2006-03-24 00:00:00 XLK 300 @ 22.0900001525879"
## [1] "2006-03-28 00:00:00 XLK -300 @ 21.8700008392334"
## [1] "2006-03-28 00:00:00 XLK -300 @ 21.8700008392334"
## [1] "2006-03-29 00:00:00 XLK 300 @ 22.2000007629395"
## [1] "2006-03-29 00:00:00 XLK 300 @ 22.2000007629395"
## [1] "2006-03-30 00:00:00 XLK -300 @ 22.2700004577637"
## [1] "2006-03-30 00:00:00 XLK -300 @ 22.2700004577637"
## [1] "2006-04-10 00:00:00 XLK 300 @ 22.2299995422363"
## [1] "2006-04-10 00:00:00 XLK 300 @ 22.2299995422363"
## [1] "2006-04-19 00:00:00 XLK -300 @ 22.2800006866455"
## [1] "2006-04-19 00:00:00 XLK -300 @ 22.2800006866455"
## [1] "2006-04-24 00:00:00 XLK 300 @ 22.0300006866455"
## [1] "2006-04-24 00:00:00 XLK 300 @ 22.0300006866455"
## [1] "2006-04-28 00:00:00 XLK -300 @ 21.8500003814697"
## [1] "2006-04-28 00:00:00 XLK -300 @ 21.8500003814697"
## [1] "2006-05-01 00:00:00 XLK 300 @ 21.6700000762939"
## [1] "2006-05-01 00:00:00 XLK 300 @ 21.6700000762939"
## [1] "2006-05-08 00:00:00 XLK -300 @ 21.9500007629395"
## [1] "2006-05-08 00:00:00 XLK -300 @ 21.9500007629395"
## [1] "2006-05-11 00:00:00 XLK 300 @ 21.1800003051758"
## [1] "2006-05-11 00:00:00 XLK 300 @ 21.1800003051758"
## [1] "2006-05-26 00:00:00 XLK -300 @ 20.7600002288818"
## [1] "2006-05-26 00:00:00 XLK -300 @ 20.7600002288818"
## [1] "2006-05-31 00:00:00 XLK 300 @ 20.4300003051758"
## [1] "2006-05-31 00:00:00 XLK 300 @ 20.4300003051758"
## [1] "2006-06-02 00:00:00 XLK -300 @ 20.7099990844727"
## [1] "2006-06-02 00:00:00 XLK -300 @ 20.7099990844727"
## [1] "2006-06-06 00:00:00 XLK 300 @ 20.3999996185303"
## [1] "2006-06-06 00:00:00 XLK 300 @ 20.3999996185303"
## [1] "2006-06-16 00:00:00 XLK -300 @ 20.1900005340576"
## [1] "2006-06-16 00:00:00 XLK -300 @ 20.1900005340576"
## [1] "2006-06-26 00:00:00 XLK 300 @ 20.0699996948242"
## [1] "2006-06-26 00:00:00 XLK 300 @ 20.0699996948242"
## [1] "2006-06-30 00:00:00 XLK -300 @ 20.3299999237061"
## [1] "2006-06-30 00:00:00 XLK -300 @ 20.3299999237061"
## [1] "2006-07-06 00:00:00 XLK 300 @ 20.1800003051758"
## [1] "2006-07-06 00:00:00 XLK 300 @ 20.1800003051758"
## [1] "2006-07-20 00:00:00 XLK -300 @ 19.2000007629395"
## [1] "2006-07-20 00:00:00 XLK -300 @ 19.2000007629395"
## [1] "2006-07-24 00:00:00 XLK 300 @ 19.2900009155273"
## [1] "2006-07-24 00:00:00 XLK 300 @ 19.2900009155273"
## [1] "2006-07-26 00:00:00 XLK -300 @ 19.5499992370605"
## [1] "2006-07-26 00:00:00 XLK -300 @ 19.5499992370605"
## [1] "2006-08-02 00:00:00 XLK 300 @ 19.7600002288818"
## [1] "2006-08-02 00:00:00 XLK 300 @ 19.7600002288818"
## [1] "2006-08-04 00:00:00 XLK -300 @ 19.7600002288818"
## [1] "2006-08-04 00:00:00 XLK -300 @ 19.7600002288818"
## [1] "2006-08-09 00:00:00 XLK 300 @ 19.7399997711182"
## [1] "2006-08-09 00:00:00 XLK 300 @ 19.7399997711182"
## [1] "2006-08-11 00:00:00 XLK -300 @ 19.7099990844727"
## [1] "2006-08-11 00:00:00 XLK -300 @ 19.7099990844727"
## [1] "2006-08-24 00:00:00 XLK 300 @ 20.6800003051758"
## [1] "2006-08-24 00:00:00 XLK 300 @ 20.6800003051758"
## [1] "2006-08-28 00:00:00 XLK -300 @ 20.9300003051758"
## [1] "2006-08-28 00:00:00 XLK -300 @ 20.9300003051758"
## [1] "2006-09-07 00:00:00 XLK 300 @ 20.9200000762939"
## [1] "2006-09-07 00:00:00 XLK 300 @ 20.9200000762939"
## [1] "2006-09-12 00:00:00 XLK -300 @ 21.6399993896484"
## [1] "2006-09-12 00:00:00 XLK -300 @ 21.6399993896484"
## [1] "2006-09-20 00:00:00 XLK 300 @ 21.9400005340576"
## [1] "2006-09-20 00:00:00 XLK 300 @ 21.9400005340576"
## [1] "2006-09-21 00:00:00 XLK -300 @ 21.7299995422363"
## [1] "2006-09-21 00:00:00 XLK -300 @ 21.7299995422363"
## [1] "2006-09-25 00:00:00 XLK 300 @ 21.9899997711182"
## [1] "2006-09-25 00:00:00 XLK 300 @ 21.9899997711182"
## [1] "2006-09-26 00:00:00 XLK -300 @ 22.1299991607666"
## [1] "2006-09-26 00:00:00 XLK -300 @ 22.1299991607666"
## [1] "2006-10-03 00:00:00 XLK 300 @ 21.9599990844727"
## [1] "2006-10-03 00:00:00 XLK 300 @ 21.9599990844727"
## [1] "2006-10-05 00:00:00 XLK -300 @ 22.2900009155273"
## [1] "2006-10-05 00:00:00 XLK -300 @ 22.2900009155273"
## [1] "2006-10-18 00:00:00 XLK 300 @ 22.5499992370605"
## [1] "2006-10-18 00:00:00 XLK 300 @ 22.5499992370605"
## [1] "2006-10-23 00:00:00 XLK -300 @ 22.8999996185303"
## [1] "2006-10-23 00:00:00 XLK -300 @ 22.8999996185303"
## [1] "2006-10-30 00:00:00 XLK 300 @ 22.8400001525879"
## [1] "2006-10-30 00:00:00 XLK 300 @ 22.8400001525879"
## [1] "2006-11-07 00:00:00 XLK -300 @ 23.0200004577637"
## [1] "2006-11-07 00:00:00 XLK -300 @ 23.0200004577637"
## [1] "2006-11-28 00:00:00 XLK 300 @ 23.3199996948242"
## [1] "2006-11-28 00:00:00 XLK 300 @ 23.3199996948242"
## [1] "2006-12-05 00:00:00 XLK -300 @ 23.6299991607666"
## [1] "2006-12-05 00:00:00 XLK -300 @ 23.6299991607666"
## [1] "2006-12-08 00:00:00 XLK 300 @ 23.3899993896484"
## [1] "2006-12-08 00:00:00 XLK 300 @ 23.3899993896484"
## [1] "2006-12-12 00:00:00 XLK -300 @ 23.4500007629395"
## [1] "2006-12-12 00:00:00 XLK -300 @ 23.4500007629395"
## [1] "2006-12-19 00:00:00 XLK 300 @ 23.3199996948242"
## [1] "2006-12-19 00:00:00 XLK 300 @ 23.3199996948242"
## [1] "2006-12-28 00:00:00 XLK -300 @ 23.3299999237061"
## [1] "2006-12-28 00:00:00 XLK -300 @ 23.3299999237061"
## [1] "2007-01-18 00:00:00 XLK 300 @ 23.3899993896484"
## [1] "2007-01-18 00:00:00 XLK 300 @ 23.3899993896484"
## [1] "2007-01-25 00:00:00 XLK -300 @ 23.3400001525879"
## [1] "2007-01-25 00:00:00 XLK -300 @ 23.3400001525879"
## [1] "2007-02-12 00:00:00 XLK 300 @ 23.4400005340576"
## [1] "2007-02-12 00:00:00 XLK 300 @ 23.4400005340576"
## [1] "2007-02-15 00:00:00 XLK -300 @ 23.9500007629395"
## [1] "2007-02-15 00:00:00 XLK -300 @ 23.9500007629395"
## [1] "2007-02-28 00:00:00 XLK 300 @ 23.0900001525879"
## [1] "2007-02-28 00:00:00 XLK 300 @ 23.0900001525879"
## [1] "2007-03-07 00:00:00 XLK -300 @ 22.75"
## [1] "2007-03-07 00:00:00 XLK -300 @ 22.75"
## [1] "2007-03-14 00:00:00 XLK 300 @ 22.9799995422363"
## [1] "2007-03-14 00:00:00 XLK 300 @ 22.9799995422363"
## [1] "2007-03-20 00:00:00 XLK -300 @ 23.25"
## [1] "2007-03-20 00:00:00 XLK -300 @ 23.25"
## [1] "2007-03-29 00:00:00 XLK 300 @ 23.3700008392334"
## [1] "2007-03-29 00:00:00 XLK 300 @ 23.3700008392334"
## [1] "2007-04-04 00:00:00 XLK -300 @ 23.7700004577637"
## [1] "2007-04-04 00:00:00 XLK -300 @ 23.7700004577637"
## [1] "2007-04-12 00:00:00 XLK 300 @ 23.8700008392334"
## [1] "2007-04-12 00:00:00 XLK 300 @ 23.8700008392334"
## [1] "2007-04-16 00:00:00 XLK -300 @ 24.0900001525879"
## [1] "2007-04-16 00:00:00 XLK -300 @ 24.0900001525879"
## [1] "2007-05-01 00:00:00 XLK 300 @ 24.5400009155273"
## [1] "2007-05-01 00:00:00 XLK 300 @ 24.5400009155273"
## [1] "2007-05-03 00:00:00 XLK -300 @ 24.9099998474121"
## [1] "2007-05-03 00:00:00 XLK -300 @ 24.9099998474121"
## [1] "2007-05-11 00:00:00 XLK 300 @ 25.1900005340576"
## [1] "2007-05-11 00:00:00 XLK 300 @ 25.1900005340576"
## [1] "2007-05-14 00:00:00 XLK -300 @ 25.0699996948242"
## [1] "2007-05-14 00:00:00 XLK -300 @ 25.0699996948242"
## [1] "2007-05-25 00:00:00 XLK 300 @ 25.1900005340576"
## [1] "2007-05-25 00:00:00 XLK 300 @ 25.1900005340576"
## [1] "2007-05-30 00:00:00 XLK -300 @ 25.5300006866455"
## [1] "2007-05-30 00:00:00 XLK -300 @ 25.5300006866455"
## [1] "2007-06-07 00:00:00 XLK 300 @ 24.9899997711182"
## [1] "2007-06-07 00:00:00 XLK 300 @ 24.9899997711182"
## [1] "2007-06-15 00:00:00 XLK -300 @ 25.7800006866455"
## [1] "2007-06-15 00:00:00 XLK -300 @ 25.7800006866455"
## [1] "2007-06-21 00:00:00 XLK 300 @ 25.8199996948242"
## [1] "2007-06-21 00:00:00 XLK 300 @ 25.8199996948242"
## [1] "2007-06-28 00:00:00 XLK -300 @ 25.6900005340576"
## [1] "2007-06-28 00:00:00 XLK -300 @ 25.6900005340576"
## [1] "2007-07-11 00:00:00 XLK 300 @ 26.1499996185303"
## [1] "2007-07-11 00:00:00 XLK 300 @ 26.1499996185303"
## [1] "2007-07-13 00:00:00 XLK -300 @ 26.6499996185303"
## [1] "2007-07-13 00:00:00 XLK -300 @ 26.6499996185303"
## [1] "2007-07-25 00:00:00 XLK 300 @ 26.6000003814697"
## [1] "2007-07-25 00:00:00 XLK 300 @ 26.6000003814697"
## [1] "2007-08-09 00:00:00 XLK -300 @ 25.6000003814697"
## [1] "2007-08-09 00:00:00 XLK -300 @ 25.6000003814697"
## [1] "2007-08-10 00:00:00 XLK 300 @ 25.2399997711182"
## [1] "2007-08-10 00:00:00 XLK 300 @ 25.2399997711182"
## [1] "2007-08-22 00:00:00 XLK -300 @ 25.3299999237061"
## [1] "2007-08-22 00:00:00 XLK -300 @ 25.3299999237061"
## [1] "2007-08-29 00:00:00 XLK 300 @ 25.7600002288818"
## [1] "2007-08-29 00:00:00 XLK 300 @ 25.7600002288818"
## [1] "2007-08-30 00:00:00 XLK -300 @ 25.8700008392334"
## [1] "2007-08-30 00:00:00 XLK -300 @ 25.8700008392334"
## [1] "2007-09-10 00:00:00 XLK 300 @ 25.7000007629395"
## [1] "2007-09-10 00:00:00 XLK 300 @ 25.7000007629395"
## [1] "2007-09-19 00:00:00 XLK -300 @ 26.4699993133545"
## [1] "2007-09-19 00:00:00 XLK -300 @ 26.4699993133545"
## [1] "2007-10-04 00:00:00 XLK 300 @ 27.1100006103516"
## [1] "2007-10-04 00:00:00 XLK 300 @ 27.1100006103516"
## [1] "2007-10-08 00:00:00 XLK -300 @ 27.4500007629395"
## [1] "2007-10-08 00:00:00 XLK -300 @ 27.4500007629395"
## [1] "2007-10-12 00:00:00 XLK 300 @ 27.7099990844727"
## [1] "2007-10-12 00:00:00 XLK 300 @ 27.7099990844727"
## [1] "2007-10-18 00:00:00 XLK -300 @ 27.8099994659424"
## [1] "2007-10-18 00:00:00 XLK -300 @ 27.8099994659424"
## [1] "2007-10-22 00:00:00 XLK 300 @ 27.3199996948242"
## [1] "2007-10-22 00:00:00 XLK 300 @ 27.3199996948242"
## [1] "2007-10-24 00:00:00 XLK -300 @ 27.3400001525879"
## [1] "2007-10-24 00:00:00 XLK -300 @ 27.3400001525879"
## [1] "2007-11-08 00:00:00 XLK 300 @ 26.5200004577637"
## [1] "2007-11-08 00:00:00 XLK 300 @ 26.5200004577637"
## [1] "2007-11-29 00:00:00 XLK -300 @ 26.3999996185303"
## [1] "2007-11-29 00:00:00 XLK -300 @ 26.3999996185303"
## [1] "2007-12-05 00:00:00 XLK 300 @ 26.6000003814697"
## [1] "2007-12-05 00:00:00 XLK 300 @ 26.6000003814697"
## [1] "2007-12-06 00:00:00 XLK -300 @ 26.8700008392334"
## [1] "2007-12-06 00:00:00 XLK -300 @ 26.8700008392334"
## [1] "2007-12-12 00:00:00 XLK 300 @ 27.0699996948242"
## [1] "2007-12-12 00:00:00 XLK 300 @ 27.0699996948242"
## [1] "2007-12-13 00:00:00 XLK -300 @ 26.9300003051758"
## [1] "2007-12-13 00:00:00 XLK -300 @ 26.9300003051758"
## [1] "2007-12-18 00:00:00 XLK 300 @ 26.25"
## [1] "2007-12-18 00:00:00 XLK 300 @ 26.25"
## [1] "2007-12-21 00:00:00 XLK -300 @ 27.0200004577637"
## [1] "2007-12-21 00:00:00 XLK -300 @ 27.0200004577637"
## [1] "2007-12-31 00:00:00 XLK 300 @ 26.6599998474121"
## [1] "2007-12-31 00:00:00 XLK 300 @ 26.6599998474121"
## [1] "2008-01-30 00:00:00 XLK -300 @ 22.9599990844727"
## [1] "2008-01-30 00:00:00 XLK -300 @ 22.9599990844727"
## [1] "2008-02-06 00:00:00 XLK 300 @ 22.3299999237061"
## [1] "2008-02-06 00:00:00 XLK 300 @ 22.3299999237061"
## [1] "2008-02-12 00:00:00 XLK -300 @ 22.7399997711182"
## [1] "2008-02-12 00:00:00 XLK -300 @ 22.7399997711182"
## [1] "2008-02-20 00:00:00 XLK 300 @ 22.5499992370605"
## [1] "2008-02-20 00:00:00 XLK 300 @ 22.5499992370605"
## [1] "2008-02-26 00:00:00 XLK -300 @ 22.8799991607666"
## [1] "2008-02-26 00:00:00 XLK -300 @ 22.8799991607666"
## [1] "2008-02-29 00:00:00 XLK 300 @ 22.1499996185303"
## [1] "2008-02-29 00:00:00 XLK 300 @ 22.1499996185303"
## [1] "2008-03-12 00:00:00 XLK -300 @ 22.3199996948242"
## [1] "2008-03-12 00:00:00 XLK -300 @ 22.3199996948242"
## [1] "2008-03-17 00:00:00 XLK 300 @ 21.8500003814697"
## [1] "2008-03-17 00:00:00 XLK 300 @ 21.8500003814697"
## [1] "2008-03-19 00:00:00 XLK -300 @ 22.1499996185303"
## [1] "2008-03-19 00:00:00 XLK -300 @ 22.1499996185303"
## [1] "2008-03-28 00:00:00 XLK 300 @ 22.4300003051758"
## [1] "2008-03-28 00:00:00 XLK 300 @ 22.4300003051758"
## [1] "2008-04-02 00:00:00 XLK -300 @ 23.3299999237061"
## [1] "2008-04-02 00:00:00 XLK -300 @ 23.3299999237061"
## [1] "2008-04-09 00:00:00 XLK 300 @ 23.0200004577637"
## [1] "2008-04-09 00:00:00 XLK 300 @ 23.0200004577637"
## [1] "2008-04-17 00:00:00 XLK -300 @ 23.4099998474121"
## [1] "2008-04-17 00:00:00 XLK -300 @ 23.4099998474121"
## [1] "2008-05-01 00:00:00 XLK 300 @ 24.7999992370605"
## [1] "2008-05-01 00:00:00 XLK 300 @ 24.7999992370605"
## [1] "2008-05-02 00:00:00 XLK -300 @ 24.7900009155273"
## [1] "2008-05-02 00:00:00 XLK -300 @ 24.7900009155273"
## [1] "2008-05-12 00:00:00 XLK 300 @ 24.8999996185303"
## [1] "2008-05-12 00:00:00 XLK 300 @ 24.8999996185303"
## [1] "2008-05-13 00:00:00 XLK -300 @ 24.8999996185303"
## [1] "2008-05-13 00:00:00 XLK -300 @ 24.8999996185303"
## [1] "2008-05-21 00:00:00 XLK 300 @ 24.4400005340576"
## [1] "2008-05-21 00:00:00 XLK 300 @ 24.4400005340576"
## [1] "2008-05-28 00:00:00 XLK -300 @ 25.0200004577637"
## [1] "2008-05-28 00:00:00 XLK -300 @ 25.0200004577637"
## [1] "2008-06-04 00:00:00 XLK 300 @ 24.8999996185303"
## [1] "2008-06-04 00:00:00 XLK 300 @ 24.8999996185303"
## [1] "2008-06-06 00:00:00 XLK -300 @ 24.7199993133545"
## [1] "2008-06-06 00:00:00 XLK -300 @ 24.7199993133545"
## [1] "2008-06-09 00:00:00 XLK 300 @ 24.6700000762939"
## [1] "2008-06-09 00:00:00 XLK 300 @ 24.6700000762939"
## [1] "2008-06-17 00:00:00 XLK -300 @ 24.4200000762939"
## [1] "2008-06-17 00:00:00 XLK -300 @ 24.4200000762939"
## [1] "2008-06-19 00:00:00 XLK 300 @ 24.25"
## [1] "2008-06-19 00:00:00 XLK 300 @ 24.25"
## [1] "2008-07-09 00:00:00 XLK -300 @ 22.1499996185303"
## [1] "2008-07-09 00:00:00 XLK -300 @ 22.1499996185303"
## [1] "2008-07-10 00:00:00 XLK 300 @ 22.4300003051758"
## [1] "2008-07-10 00:00:00 XLK 300 @ 22.4300003051758"
## [1] "2008-07-17 00:00:00 XLK -300 @ 22.5499992370605"
## [1] "2008-07-17 00:00:00 XLK -300 @ 22.5499992370605"
## [1] "2008-07-23 00:00:00 XLK 300 @ 22.6299991607666"
## [1] "2008-07-23 00:00:00 XLK 300 @ 22.6299991607666"
## [1] "2008-07-24 00:00:00 XLK -300 @ 22.0499992370605"
## [1] "2008-07-24 00:00:00 XLK -300 @ 22.0499992370605"
## [1] "2008-07-25 00:00:00 XLK 300 @ 22.3600006103516"
## [1] "2008-07-25 00:00:00 XLK 300 @ 22.3600006103516"
## [1] "2008-07-31 00:00:00 XLK -300 @ 22.3500003814697"
## [1] "2008-07-31 00:00:00 XLK -300 @ 22.3500003814697"
## [1] "2008-08-04 00:00:00 XLK 300 @ 22.2099990844727"
## [1] "2008-08-04 00:00:00 XLK 300 @ 22.2099990844727"
## [1] "2008-08-06 00:00:00 XLK -300 @ 22.9500007629395"
## [1] "2008-08-06 00:00:00 XLK -300 @ 22.9500007629395"
## [1] "2008-08-19 00:00:00 XLK 300 @ 23.0200004577637"
## [1] "2008-08-19 00:00:00 XLK 300 @ 23.0200004577637"
## [1] "2008-08-25 00:00:00 XLK -300 @ 23"
## [1] "2008-08-25 00:00:00 XLK -300 @ 23"
## [1] "2008-08-27 00:00:00 XLK 300 @ 23.1299991607666"
## [1] "2008-08-27 00:00:00 XLK 300 @ 23.1299991607666"
## [1] "2008-08-29 00:00:00 XLK -300 @ 22.75"
## [1] "2008-08-29 00:00:00 XLK -300 @ 22.75"
## [1] "2008-09-02 00:00:00 XLK 300 @ 22.6200008392334"
## [1] "2008-09-02 00:00:00 XLK 300 @ 22.6200008392334"
## [1] "2008-09-15 00:00:00 XLK -300 @ 20.7000007629395"
## [1] "2008-09-15 00:00:00 XLK -300 @ 20.7000007629395"
## [1] "2008-09-16 00:00:00 XLK 300 @ 21.0900001525879"
## [1] "2008-09-16 00:00:00 XLK 300 @ 21.0900001525879"
## [1] "2008-09-26 00:00:00 XLK -300 @ 20.7999992370605"
## [1] "2008-09-26 00:00:00 XLK -300 @ 20.7999992370605"
## [1] "2008-09-30 00:00:00 XLK 300 @ 19.8500003814697"
## [1] "2008-09-30 00:00:00 XLK 300 @ 19.8500003814697"
## [1] "2008-10-14 00:00:00 XLK -300 @ 17.1599998474121"
## [1] "2008-10-14 00:00:00 XLK -300 @ 17.1599998474121"
## [1] "2008-10-16 00:00:00 XLK 300 @ 16.7000007629395"
## [1] "2008-10-16 00:00:00 XLK 300 @ 16.7000007629395"
## [1] "2008-10-21 00:00:00 XLK -300 @ 16.2999992370605"
## [1] "2008-10-21 00:00:00 XLK -300 @ 16.2999992370605"
## [1] "2008-10-23 00:00:00 XLK 300 @ 15.8000001907349"
## [1] "2008-10-23 00:00:00 XLK 300 @ 15.8000001907349"
## [1] "2008-10-29 00:00:00 XLK -300 @ 16.1499996185303"
## [1] "2008-10-29 00:00:00 XLK -300 @ 16.1499996185303"
## [1] "2008-11-06 00:00:00 XLK 300 @ 15.3999996185303"
## [1] "2008-11-06 00:00:00 XLK 300 @ 15.3999996185303"
## [1] "2008-11-25 00:00:00 XLK -300 @ 14.7700004577637"
## [1] "2008-11-25 00:00:00 XLK -300 @ 14.7700004577637"
## [1] "2008-12-02 00:00:00 XLK 300 @ 14.6499996185303"
## [1] "2008-12-02 00:00:00 XLK 300 @ 14.6499996185303"
## [1] "2008-12-04 00:00:00 XLK -300 @ 14.460000038147"
## [1] "2008-12-04 00:00:00 XLK -300 @ 14.460000038147"
## [1] "2008-12-12 00:00:00 XLK 300 @ 15.3500003814697"
## [1] "2008-12-12 00:00:00 XLK 300 @ 15.3500003814697"
## [1] "2008-12-17 00:00:00 XLK -300 @ 15.6599998474121"
## [1] "2008-12-17 00:00:00 XLK -300 @ 15.6599998474121"
## [1] "2008-12-19 00:00:00 XLK 300 @ 15.2700004577637"
## [1] "2008-12-19 00:00:00 XLK 300 @ 15.2700004577637"
## [1] "2008-12-31 00:00:00 XLK -300 @ 15.4099998474121"
## [1] "2008-12-31 00:00:00 XLK -300 @ 15.4099998474121"
## [1] "2009-01-12 00:00:00 XLK 300 @ 15.2700004577637"
## [1] "2009-01-12 00:00:00 XLK 300 @ 15.2700004577637"
## [1] "2009-01-27 00:00:00 XLK -300 @ 15.1599998474121"
## [1] "2009-01-27 00:00:00 XLK -300 @ 15.1599998474121"
## [1] "2009-02-02 00:00:00 XLK 300 @ 14.9099998474121"
## [1] "2009-02-02 00:00:00 XLK 300 @ 14.9099998474121"
## [1] "2009-02-04 00:00:00 XLK -300 @ 15.1999998092651"
## [1] "2009-02-04 00:00:00 XLK -300 @ 15.1999998092651"
## [1] "2009-02-11 00:00:00 XLK 300 @ 15.3900003433228"
## [1] "2009-02-11 00:00:00 XLK 300 @ 15.3900003433228"
## [1] "2009-03-11 00:00:00 XLK -300 @ 14.289999961853"
## [1] "2009-03-11 00:00:00 XLK -300 @ 14.289999961853"
## [1] "2009-03-31 00:00:00 XLK 300 @ 15.6199998855591"
## [1] "2009-03-31 00:00:00 XLK 300 @ 15.6199998855591"
## [1] "2009-04-02 00:00:00 XLK -300 @ 16.4799995422363"
## [1] "2009-04-02 00:00:00 XLK -300 @ 16.4799995422363"
## [1] "2009-04-08 00:00:00 XLK 300 @ 16.3199996948242"
## [1] "2009-04-08 00:00:00 XLK 300 @ 16.3199996948242"
## [1] "2009-04-13 00:00:00 XLK -300 @ 16.7299995422363"
## [1] "2009-04-13 00:00:00 XLK -300 @ 16.7299995422363"
## [1] "2009-04-21 00:00:00 XLK 300 @ 16.7000007629395"
## [1] "2009-04-21 00:00:00 XLK 300 @ 16.7000007629395"
## [1] "2009-04-24 00:00:00 XLK -300 @ 17.1000003814697"
## [1] "2009-04-24 00:00:00 XLK -300 @ 17.1000003814697"
## [1] "2009-05-08 00:00:00 XLK 300 @ 17.0900001525879"
## [1] "2009-05-08 00:00:00 XLK 300 @ 17.0900001525879"
## [1] "2009-05-19 00:00:00 XLK -300 @ 17.3600006103516"
## [1] "2009-05-19 00:00:00 XLK -300 @ 17.3600006103516"
## [1] "2009-05-22 00:00:00 XLK 300 @ 16.9400005340576"
## [1] "2009-05-22 00:00:00 XLK 300 @ 16.9400005340576"
## [1] "2009-05-27 00:00:00 XLK -300 @ 17.2099990844727"
## [1] "2009-05-27 00:00:00 XLK -300 @ 17.2099990844727"
## [1] "2009-06-16 00:00:00 XLK 300 @ 17.9599990844727"
## [1] "2009-06-16 00:00:00 XLK 300 @ 17.9599990844727"
## [1] "2009-06-26 00:00:00 XLK -300 @ 18.1599998474121"
## [1] "2009-06-26 00:00:00 XLK -300 @ 18.1599998474121"
## [1] "2009-07-06 00:00:00 XLK 300 @ 17.7800006866455"
## [1] "2009-07-06 00:00:00 XLK 300 @ 17.7800006866455"
## [1] "2009-07-14 00:00:00 XLK -300 @ 17.8799991607666"
## [1] "2009-07-14 00:00:00 XLK -300 @ 17.8799991607666"
## [1] "2009-08-06 00:00:00 XLK 300 @ 19.5900001525879"
## [1] "2009-08-06 00:00:00 XLK 300 @ 19.5900001525879"
## [1] "2009-08-13 00:00:00 XLK -300 @ 19.8999996185303"
## [1] "2009-08-13 00:00:00 XLK -300 @ 19.8999996185303"
## [1] "2009-08-18 00:00:00 XLK 300 @ 19.5300006866455"
## [1] "2009-08-18 00:00:00 XLK 300 @ 19.5300006866455"
## [1] "2009-08-21 00:00:00 XLK -300 @ 20.0900001525879"
## [1] "2009-08-21 00:00:00 XLK -300 @ 20.0900001525879"
## [1] "2009-09-01 00:00:00 XLK 300 @ 19.6100006103516"
## [1] "2009-09-01 00:00:00 XLK 300 @ 19.6100006103516"
## [1] "2009-09-08 00:00:00 XLK -300 @ 20.2399997711182"
## [1] "2009-09-08 00:00:00 XLK -300 @ 20.2399997711182"
## [1] "2009-09-25 00:00:00 XLK 300 @ 20.5799999237061"
## [1] "2009-09-25 00:00:00 XLK 300 @ 20.5799999237061"
## [1] "2009-09-29 00:00:00 XLK -300 @ 20.8099994659424"
## [1] "2009-09-29 00:00:00 XLK -300 @ 20.8099994659424"
## [1] "2009-10-02 00:00:00 XLK 300 @ 20.25"
## [1] "2009-10-02 00:00:00 XLK 300 @ 20.25"
## [1] "2009-10-07 00:00:00 XLK -300 @ 20.75"
## [1] "2009-10-07 00:00:00 XLK -300 @ 20.75"
## [1] "2009-10-19 00:00:00 XLK 300 @ 21.3500003814697"
## [1] "2009-10-19 00:00:00 XLK 300 @ 21.3500003814697"
## [1] "2009-10-20 00:00:00 XLK -300 @ 21.2800006866455"
## [1] "2009-10-20 00:00:00 XLK -300 @ 21.2800006866455"
## [1] "2009-10-27 00:00:00 XLK 300 @ 21.0799999237061"
## [1] "2009-10-27 00:00:00 XLK 300 @ 21.0799999237061"
## [1] "2009-11-06 00:00:00 XLK -300 @ 21.25"
## [1] "2009-11-06 00:00:00 XLK -300 @ 21.25"
## [1] "2009-11-20 00:00:00 XLK 300 @ 21.6900005340576"
## [1] "2009-11-20 00:00:00 XLK 300 @ 21.6900005340576"
## [1] "2009-11-24 00:00:00 XLK -300 @ 22.0300006866455"
## [1] "2009-11-24 00:00:00 XLK -300 @ 22.0300006866455"
## [1] "2009-11-30 00:00:00 XLK 300 @ 21.75"
## [1] "2009-11-30 00:00:00 XLK 300 @ 21.75"
## [1] "2009-12-02 00:00:00 XLK -300 @ 22.0699996948242"
## [1] "2009-12-02 00:00:00 XLK -300 @ 22.0699996948242"
## [1] "2009-12-09 00:00:00 XLK 300 @ 22.1900005340576"
## [1] "2009-12-09 00:00:00 XLK 300 @ 22.1900005340576"
## [1] "2009-12-11 00:00:00 XLK -300 @ 22.2399997711182"
## [1] "2009-12-11 00:00:00 XLK -300 @ 22.2399997711182"
## [1] "2009-12-18 00:00:00 XLK 300 @ 22.3299999237061"
## [1] "2009-12-18 00:00:00 XLK 300 @ 22.3299999237061"
## [1] "2009-12-22 00:00:00 XLK -300 @ 22.7099990844727"
## [1] "2009-12-22 00:00:00 XLK -300 @ 22.7099990844727"
## [1] "2010-01-04 00:00:00 XLK 300 @ 23.2700004577637"
## [1] "2010-01-04 00:00:00 XLK 300 @ 23.2700004577637"
## [1] "2010-01-05 00:00:00 XLK -300 @ 23.2399997711182"
## [1] "2010-01-05 00:00:00 XLK -300 @ 23.2399997711182"
## [1] "2010-01-07 00:00:00 XLK 300 @ 22.8899993896484"
## [1] "2010-01-07 00:00:00 XLK 300 @ 22.8899993896484"
## [1] "2010-01-20 00:00:00 XLK -300 @ 22.6800003051758"
## [1] "2010-01-20 00:00:00 XLK -300 @ 22.6800003051758"
## [1] "2010-01-22 00:00:00 XLK 300 @ 21.6599998474121"
## [1] "2010-01-22 00:00:00 XLK 300 @ 21.6599998474121"
## [1] "2010-02-04 00:00:00 XLK -300 @ 20.8600006103516"
## [1] "2010-02-04 00:00:00 XLK -300 @ 20.8600006103516"
## [1] "2010-02-05 00:00:00 XLK 300 @ 21.0699996948242"
## [1] "2010-02-05 00:00:00 XLK 300 @ 21.0699996948242"
## [1] "2010-02-12 00:00:00 XLK -300 @ 21.3600006103516"
## [1] "2010-02-12 00:00:00 XLK -300 @ 21.3600006103516"
## [1] "2010-02-24 00:00:00 XLK 300 @ 21.7199993133545"
## [1] "2010-02-24 00:00:00 XLK 300 @ 21.7199993133545"
## [1] "2010-03-02 00:00:00 XLK -300 @ 21.9400005340576"
## [1] "2010-03-02 00:00:00 XLK -300 @ 21.9400005340576"
## [1] "2010-03-22 00:00:00 XLK 300 @ 22.9599990844727"
## [1] "2010-03-22 00:00:00 XLK 300 @ 22.9599990844727"
## [1] "2010-03-24 00:00:00 XLK -300 @ 23.0699996948242"
## [1] "2010-03-24 00:00:00 XLK -300 @ 23.0699996948242"
## [1] "2010-03-29 00:00:00 XLK 300 @ 23.0699996948242"
## [1] "2010-03-29 00:00:00 XLK 300 @ 23.0699996948242"
## [1] "2010-03-31 00:00:00 XLK -300 @ 23.1000003814697"
## [1] "2010-03-31 00:00:00 XLK -300 @ 23.1000003814697"
## [1] "2010-04-28 00:00:00 XLK 300 @ 23.6499996185303"
## [1] "2010-04-28 00:00:00 XLK 300 @ 23.6499996185303"
## [1] "2010-05-13 00:00:00 XLK -300 @ 22.8500003814697"
## [1] "2010-05-13 00:00:00 XLK -300 @ 22.8500003814697"
## [1] "2010-05-17 00:00:00 XLK 300 @ 22.5200004577637"
## [1] "2010-05-17 00:00:00 XLK 300 @ 22.5200004577637"
## [1] "2010-05-28 00:00:00 XLK -300 @ 21.6399993896484"
## [1] "2010-05-28 00:00:00 XLK -300 @ 21.6399993896484"
## [1] "2010-06-07 00:00:00 XLK 300 @ 21.1100006103516"
## [1] "2010-06-07 00:00:00 XLK 300 @ 21.1100006103516"
## [1] "2010-06-11 00:00:00 XLK -300 @ 21.7399997711182"
## [1] "2010-06-11 00:00:00 XLK -300 @ 21.7399997711182"
## [1] "2010-06-22 00:00:00 XLK 300 @ 21.9799995422363"
## [1] "2010-06-22 00:00:00 XLK 300 @ 21.9799995422363"
## [1] "2010-07-08 00:00:00 XLK -300 @ 21.2800006866455"
## [1] "2010-07-08 00:00:00 XLK -300 @ 21.2800006866455"
## [1] "2010-07-19 00:00:00 XLK 300 @ 21.5799999237061"
## [1] "2010-07-19 00:00:00 XLK 300 @ 21.5799999237061"
## [1] "2010-07-23 00:00:00 XLK -300 @ 22.1900005340576"
## [1] "2010-07-23 00:00:00 XLK -300 @ 22.1900005340576"
## [1] "2010-07-30 00:00:00 XLK 300 @ 21.9200000762939"
## [1] "2010-07-30 00:00:00 XLK 300 @ 21.9200000762939"
## [1] "2010-08-03 00:00:00 XLK -300 @ 22.2600002288818"
## [1] "2010-08-03 00:00:00 XLK -300 @ 22.2600002288818"
## [1] "2010-08-11 00:00:00 XLK 300 @ 21.6700000762939"
## [1] "2010-08-11 00:00:00 XLK 300 @ 21.6700000762939"
## [1] "2010-08-18 00:00:00 XLK -300 @ 21.6599998474121"
## [1] "2010-08-18 00:00:00 XLK -300 @ 21.6599998474121"
## [1] "2010-08-23 00:00:00 XLK 300 @ 21.1599998474121"
## [1] "2010-08-23 00:00:00 XLK 300 @ 21.1599998474121"
## [1] "2010-09-02 00:00:00 XLK -300 @ 21.4099998474121"
## [1] "2010-09-02 00:00:00 XLK -300 @ 21.4099998474121"
## [1] "2010-10-01 00:00:00 XLK 300 @ 23.0300006866455"
## [1] "2010-10-01 00:00:00 XLK 300 @ 23.0300006866455"
## [1] "2010-10-06 00:00:00 XLK -300 @ 23.1800003051758"
## [1] "2010-10-06 00:00:00 XLK -300 @ 23.1800003051758"
## [1] "2010-11-12 00:00:00 XLK 300 @ 24.3400001525879"
## [1] "2010-11-12 00:00:00 XLK 300 @ 24.3400001525879"
## [1] "2010-11-19 00:00:00 XLK -300 @ 24.3099994659424"
## [1] "2010-11-19 00:00:00 XLK -300 @ 24.3099994659424"
## [1] "2010-11-24 00:00:00 XLK 300 @ 24.4899997711182"
## [1] "2010-11-24 00:00:00 XLK 300 @ 24.4899997711182"
## [1] "2010-11-26 00:00:00 XLK -300 @ 24.25"
## [1] "2010-11-26 00:00:00 XLK -300 @ 24.25"
## [1] "2010-12-01 00:00:00 XLK 300 @ 24.4599990844727"
## [1] "2010-12-01 00:00:00 XLK 300 @ 24.4599990844727"
## [1] "2010-12-02 00:00:00 XLK -300 @ 24.75"
## [1] "2010-12-02 00:00:00 XLK -300 @ 24.75"
## [1] "2010-12-16 00:00:00 XLK 300 @ 25.1200008392334"
## [1] "2010-12-16 00:00:00 XLK 300 @ 25.1200008392334"
## [1] "2010-12-22 00:00:00 XLK -300 @ 25.2199993133545"
## [1] "2010-12-22 00:00:00 XLK -300 @ 25.2199993133545"
## [1] "2011-01-03 00:00:00 XLK 300 @ 25.4699993133545"
## [1] "2011-01-03 00:00:00 XLK 300 @ 25.4699993133545"
## [1] "2011-01-04 00:00:00 XLK -300 @ 25.5699996948242"
## [1] "2011-01-04 00:00:00 XLK -300 @ 25.5699996948242"
## [1] "2011-01-21 00:00:00 XLK 300 @ 25.7199993133545"
## [1] "2011-01-21 00:00:00 XLK 300 @ 25.7199993133545"
## [1] "2011-01-25 00:00:00 XLK -300 @ 26.2000007629395"
## [1] "2011-01-25 00:00:00 XLK -300 @ 26.2000007629395"
## [1] "2011-01-31 00:00:00 XLK 300 @ 25.9899997711182"
## [1] "2011-01-31 00:00:00 XLK 300 @ 25.9899997711182"
## [1] "2011-02-02 00:00:00 XLK -300 @ 26.4799995422363"
## [1] "2011-02-02 00:00:00 XLK -300 @ 26.4799995422363"
## [1] "2011-02-11 00:00:00 XLK 300 @ 26.8999996185303"
## [1] "2011-02-11 00:00:00 XLK 300 @ 26.8999996185303"
## [1] "2011-02-15 00:00:00 XLK -300 @ 26.8400001525879"
## [1] "2011-02-15 00:00:00 XLK -300 @ 26.8400001525879"
## [1] "2011-02-23 00:00:00 XLK 300 @ 26.0300006866455"
## [1] "2011-02-23 00:00:00 XLK 300 @ 26.0300006866455"
## [1] "2011-03-01 00:00:00 XLK -300 @ 26.0499992370605"
## [1] "2011-03-01 00:00:00 XLK -300 @ 26.0499992370605"
## [1] "2011-03-02 00:00:00 XLK 300 @ 26.2099990844727"
## [1] "2011-03-02 00:00:00 XLK 300 @ 26.2099990844727"
## [1] "2011-03-04 00:00:00 XLK -300 @ 26.4200000762939"
## [1] "2011-03-04 00:00:00 XLK -300 @ 26.4200000762939"
## [1] "2011-03-08 00:00:00 XLK 300 @ 26.2999992370605"
## [1] "2011-03-08 00:00:00 XLK 300 @ 26.2999992370605"
## [1] "2011-03-22 00:00:00 XLK -300 @ 25.2800006866455"
## [1] "2011-03-22 00:00:00 XLK -300 @ 25.2800006866455"
## [1] "2011-04-05 00:00:00 XLK 300 @ 25.8799991607666"
## [1] "2011-04-05 00:00:00 XLK 300 @ 25.8799991607666"
## [1] "2011-04-07 00:00:00 XLK -300 @ 26.0799999237061"
## [1] "2011-04-07 00:00:00 XLK -300 @ 26.0799999237061"
## [1] "2011-04-11 00:00:00 XLK 300 @ 25.8899993896484"
## [1] "2011-04-11 00:00:00 XLK 300 @ 25.8899993896484"
## [1] "2011-04-21 00:00:00 XLK -300 @ 26.3500003814697"
## [1] "2011-04-21 00:00:00 XLK -300 @ 26.3500003814697"
## [1] "2011-05-03 00:00:00 XLK 300 @ 26.6499996185303"
## [1] "2011-05-03 00:00:00 XLK 300 @ 26.6499996185303"
## [1] "2011-05-10 00:00:00 XLK -300 @ 26.8299999237061"
## [1] "2011-05-10 00:00:00 XLK -300 @ 26.8299999237061"
## [1] "2011-05-16 00:00:00 XLK 300 @ 26.0799999237061"
## [1] "2011-05-16 00:00:00 XLK 300 @ 26.0799999237061"
## [1] "2011-05-27 00:00:00 XLK -300 @ 26.1000003814697"
## [1] "2011-05-27 00:00:00 XLK -300 @ 26.1000003814697"
## [1] "2011-06-02 00:00:00 XLK 300 @ 25.9300003051758"
## [1] "2011-06-02 00:00:00 XLK 300 @ 25.9300003051758"
## [1] "2011-06-15 00:00:00 XLK -300 @ 24.6299991607666"
## [1] "2011-06-15 00:00:00 XLK -300 @ 24.6299991607666"
## [1] "2011-06-16 00:00:00 XLK 300 @ 24.5699996948242"
## [1] "2011-06-16 00:00:00 XLK 300 @ 24.5699996948242"
## [1] "2011-06-22 00:00:00 XLK -300 @ 24.7999992370605"
## [1] "2011-06-22 00:00:00 XLK -300 @ 24.7999992370605"
## [1] "2011-06-27 00:00:00 XLK 300 @ 24.8700008392334"
## [1] "2011-06-27 00:00:00 XLK 300 @ 24.8700008392334"
## [1] "2011-06-29 00:00:00 XLK -300 @ 25.3799991607666"
## [1] "2011-06-29 00:00:00 XLK -300 @ 25.3799991607666"
## [1] "2011-07-12 00:00:00 XLK 300 @ 25.7999992370605"
## [1] "2011-07-12 00:00:00 XLK 300 @ 25.7999992370605"
## [1] "2011-07-20 00:00:00 XLK -300 @ 26.3700008392334"
## [1] "2011-07-20 00:00:00 XLK -300 @ 26.3700008392334"
## [1] "2011-07-28 00:00:00 XLK 300 @ 26.0200004577637"
## [1] "2011-07-28 00:00:00 XLK 300 @ 26.0200004577637"
## [1] "2011-08-16 00:00:00 XLK -300 @ 24.3700008392334"
## [1] "2011-08-16 00:00:00 XLK -300 @ 24.3700008392334"
## [1] "2011-08-19 00:00:00 XLK 300 @ 22.5200004577637"
## [1] "2011-08-19 00:00:00 XLK 300 @ 22.5200004577637"
## [1] "2011-08-24 00:00:00 XLK -300 @ 23.6800003051758"
## [1] "2011-08-24 00:00:00 XLK -300 @ 23.6800003051758"
## [1] "2011-09-06 00:00:00 XLK 300 @ 23.5100002288818"
## [1] "2011-09-06 00:00:00 XLK 300 @ 23.5100002288818"
## [1] "2011-09-08 00:00:00 XLK -300 @ 24"
## [1] "2011-09-08 00:00:00 XLK -300 @ 24"
## [1] "2011-09-12 00:00:00 XLK 300 @ 23.7700004577637"
## [1] "2011-09-12 00:00:00 XLK 300 @ 23.7700004577637"
## [1] "2011-09-14 00:00:00 XLK -300 @ 24.4099998474121"
## [1] "2011-09-14 00:00:00 XLK -300 @ 24.4099998474121"
## [1] "2011-09-22 00:00:00 XLK 300 @ 23.7299995422363"
## [1] "2011-09-22 00:00:00 XLK 300 @ 23.7299995422363"
## [1] "2011-09-28 00:00:00 XLK -300 @ 24.2600002288818"
## [1] "2011-09-28 00:00:00 XLK -300 @ 24.2600002288818"
## [1] "2011-10-03 00:00:00 XLK 300 @ 23.0699996948242"
## [1] "2011-10-03 00:00:00 XLK 300 @ 23.0699996948242"
## [1] "2011-10-06 00:00:00 XLK -300 @ 24.3899993896484"
## [1] "2011-10-06 00:00:00 XLK -300 @ 24.3899993896484"
## [1] "2011-10-20 00:00:00 XLK 300 @ 25.2099990844727"
## [1] "2011-10-20 00:00:00 XLK 300 @ 25.2099990844727"
## [1] "2011-10-25 00:00:00 XLK -300 @ 25.5200004577637"
## [1] "2011-10-25 00:00:00 XLK -300 @ 25.5200004577637"
## [1] "2011-11-02 00:00:00 XLK 300 @ 25.6000003814697"
## [1] "2011-11-02 00:00:00 XLK 300 @ 25.6000003814697"
## [1] "2011-11-04 00:00:00 XLK -300 @ 26.0499992370605"
## [1] "2011-11-04 00:00:00 XLK -300 @ 26.0499992370605"
## [1] "2011-11-10 00:00:00 XLK 300 @ 25.6700000762939"
## [1] "2011-11-10 00:00:00 XLK 300 @ 25.6700000762939"
## [1] "2011-11-14 00:00:00 XLK -300 @ 25.9599990844727"
## [1] "2011-11-14 00:00:00 XLK -300 @ 25.9599990844727"
## [1] "2011-11-18 00:00:00 XLK 300 @ 25.2099990844727"
## [1] "2011-11-18 00:00:00 XLK 300 @ 25.2099990844727"
## [1] "2011-11-29 00:00:00 XLK -300 @ 24.6700000762939"
## [1] "2011-11-29 00:00:00 XLK -300 @ 24.6700000762939"
## [1] "2011-12-09 00:00:00 XLK 300 @ 26.0400009155273"
## [1] "2011-12-09 00:00:00 XLK 300 @ 26.0400009155273"
## [1] "2011-12-21 00:00:00 XLK -300 @ 25.0200004577637"
## [1] "2011-12-21 00:00:00 XLK -300 @ 25.0200004577637"
## [1] "2012-03-06 00:00:00 XLK 300 @ 28.5499992370605"
## [1] "2012-03-06 00:00:00 XLK 300 @ 28.5499992370605"
## [1] "2012-03-09 00:00:00 XLK -300 @ 29.1800003051758"
## [1] "2012-03-09 00:00:00 XLK -300 @ 29.1800003051758"
## [1] "2012-03-23 00:00:00 XLK 300 @ 29.9899997711182"
## [1] "2012-03-23 00:00:00 XLK 300 @ 29.9899997711182"
## [1] "2012-03-27 00:00:00 XLK -300 @ 30.4200000762939"
## [1] "2012-03-27 00:00:00 XLK -300 @ 30.4200000762939"
## [1] "2012-04-02 00:00:00 XLK 300 @ 30.4799995422363"
## [1] "2012-04-02 00:00:00 XLK 300 @ 30.4799995422363"
## [1] "2012-04-03 00:00:00 XLK -300 @ 30.4599990844727"
## [1] "2012-04-03 00:00:00 XLK -300 @ 30.4599990844727"
## [1] "2012-04-05 00:00:00 XLK 300 @ 30.1700000762939"
## [1] "2012-04-05 00:00:00 XLK 300 @ 30.1700000762939"
## [1] "2012-04-13 00:00:00 XLK -300 @ 29.6100006103516"
## [1] "2012-04-13 00:00:00 XLK -300 @ 29.6100006103516"
## [1] "2012-04-16 00:00:00 XLK 300 @ 29.2999992370605"
## [1] "2012-04-16 00:00:00 XLK 300 @ 29.2999992370605"
## [1] "2012-04-18 00:00:00 XLK -300 @ 29.7199993133545"
## [1] "2012-04-18 00:00:00 XLK -300 @ 29.7199993133545"
## [1] "2012-04-20 00:00:00 XLK 300 @ 29.2800006866455"
## [1] "2012-04-20 00:00:00 XLK 300 @ 29.2800006866455"
## [1] "2012-04-26 00:00:00 XLK -300 @ 30.0400009155273"
## [1] "2012-04-26 00:00:00 XLK -300 @ 30.0400009155273"
## [1] "2012-05-04 00:00:00 XLK 300 @ 29.0699996948242"
## [1] "2012-05-04 00:00:00 XLK 300 @ 29.0699996948242"
## [1] "2012-05-22 00:00:00 XLK -300 @ 28.0599994659424"
## [1] "2012-05-22 00:00:00 XLK -300 @ 28.0599994659424"
## [1] "2012-05-29 00:00:00 XLK 300 @ 28.2399997711182"
## [1] "2012-05-29 00:00:00 XLK 300 @ 28.2399997711182"
## [1] "2012-05-30 00:00:00 XLK -300 @ 28.0599994659424"
## [1] "2012-05-30 00:00:00 XLK -300 @ 28.0599994659424"
## [1] "2012-06-01 00:00:00 XLK 300 @ 27.2000007629395"
## [1] "2012-06-01 00:00:00 XLK 300 @ 27.2000007629395"
## [1] "2012-06-07 00:00:00 XLK -300 @ 28.0200004577637"
## [1] "2012-06-07 00:00:00 XLK -300 @ 28.0200004577637"
## [1] "2012-06-22 00:00:00 XLK 300 @ 28.4799995422363"
## [1] "2012-06-22 00:00:00 XLK 300 @ 28.4799995422363"
## [1] "2012-07-02 00:00:00 XLK -300 @ 28.8899993896484"
## [1] "2012-07-02 00:00:00 XLK -300 @ 28.8899993896484"
## [1] "2012-07-09 00:00:00 XLK 300 @ 28.6299991607666"
## [1] "2012-07-09 00:00:00 XLK 300 @ 28.6299991607666"
## [1] "2012-07-18 00:00:00 XLK -300 @ 28.8400001525879"
## [1] "2012-07-18 00:00:00 XLK -300 @ 28.8400001525879"
## [1] "2012-07-24 00:00:00 XLK 300 @ 28.1900005340576"
## [1] "2012-07-24 00:00:00 XLK 300 @ 28.1900005340576"
## [1] "2012-07-27 00:00:00 XLK -300 @ 29.1299991607666"
## [1] "2012-07-27 00:00:00 XLK -300 @ 29.1299991607666"
## [1] "2012-08-03 00:00:00 XLK 300 @ 29.5400009155273"
## [1] "2012-08-03 00:00:00 XLK 300 @ 29.5400009155273"
## [1] "2012-08-06 00:00:00 XLK -300 @ 29.75"
## [1] "2012-08-06 00:00:00 XLK -300 @ 29.75"
## [1] "2012-08-24 00:00:00 XLK 300 @ 30.5699996948242"
## [1] "2012-08-24 00:00:00 XLK 300 @ 30.5699996948242"
## [1] "2012-09-07 00:00:00 XLK -300 @ 31.0900001525879"
## [1] "2012-09-07 00:00:00 XLK -300 @ 31.0900001525879"
## [1] "2012-09-24 00:00:00 XLK 300 @ 31.3099994659424"
## [1] "2012-09-24 00:00:00 XLK 300 @ 31.3099994659424"
## [1] "2012-10-04 00:00:00 XLK -300 @ 31.0499992370605"
## [1] "2012-10-04 00:00:00 XLK -300 @ 31.0499992370605"
## [1] "2012-10-09 00:00:00 XLK 300 @ 30.1800003051758"
## [1] "2012-10-09 00:00:00 XLK 300 @ 30.1800003051758"
## [1] "2012-10-17 00:00:00 XLK -300 @ 30.3199996948242"
## [1] "2012-10-17 00:00:00 XLK -300 @ 30.3199996948242"
## [1] "2012-10-19 00:00:00 XLK 300 @ 29.2900009155273"
## [1] "2012-10-19 00:00:00 XLK 300 @ 29.2900009155273"
## [1] "2012-11-02 00:00:00 XLK -300 @ 28.9599990844727"
## [1] "2012-11-02 00:00:00 XLK -300 @ 28.9599990844727"
## [1] "2012-11-08 00:00:00 XLK 300 @ 28.1100006103516"
## [1] "2012-11-08 00:00:00 XLK 300 @ 28.1100006103516"
## [1] "2012-11-20 00:00:00 XLK -300 @ 28.2999992370605"
## [1] "2012-11-20 00:00:00 XLK -300 @ 28.2999992370605"
## [1] "2012-12-05 00:00:00 XLK 300 @ 28.75"
## [1] "2012-12-05 00:00:00 XLK 300 @ 28.75"
## [1] "2012-12-12 00:00:00 XLK -300 @ 29.1800003051758"
## [1] "2012-12-12 00:00:00 XLK -300 @ 29.1800003051758"
## [1] "2012-12-17 00:00:00 XLK 300 @ 29.0400009155273"
## [1] "2012-12-17 00:00:00 XLK 300 @ 29.0400009155273"
## [1] "2012-12-19 00:00:00 XLK -300 @ 29.3199996948242"
## [1] "2012-12-19 00:00:00 XLK -300 @ 29.3199996948242"
## [1] "2012-12-24 00:00:00 XLK 300 @ 28.8700008392334"
## [1] "2012-12-24 00:00:00 XLK 300 @ 28.8700008392334"
## [1] "2013-01-02 00:00:00 XLK -300 @ 29.8099994659424"
## [1] "2013-01-02 00:00:00 XLK -300 @ 29.8099994659424"
## [1] "2013-01-09 00:00:00 XLK 300 @ 29.3999996185303"
## [1] "2013-01-09 00:00:00 XLK 300 @ 29.3999996185303"
## [1] "2013-01-11 00:00:00 XLK -300 @ 29.5900001525879"
## [1] "2013-01-11 00:00:00 XLK -300 @ 29.5900001525879"
## [1] "2013-01-15 00:00:00 XLK 300 @ 29.2099990844727"
## [1] "2013-01-15 00:00:00 XLK 300 @ 29.2099990844727"
## [1] "2013-01-18 00:00:00 XLK -300 @ 29.3899993896484"
## [1] "2013-01-18 00:00:00 XLK -300 @ 29.3899993896484"
## [1] "2013-01-25 00:00:00 XLK 300 @ 29.2999992370605"
## [1] "2013-01-25 00:00:00 XLK 300 @ 29.2999992370605"
## [1] "2013-02-04 00:00:00 XLK -300 @ 29.3400001525879"
## [1] "2013-02-04 00:00:00 XLK -300 @ 29.3400001525879"
## [1] "2013-02-15 00:00:00 XLK 300 @ 29.7800006866455"
## [1] "2013-02-15 00:00:00 XLK 300 @ 29.7800006866455"
## [1] "2013-02-20 00:00:00 XLK -300 @ 29.5699996948242"
## [1] "2013-02-20 00:00:00 XLK -300 @ 29.5699996948242"
## [1] "2013-02-21 00:00:00 XLK 300 @ 29.3299999237061"
## [1] "2013-02-21 00:00:00 XLK 300 @ 29.3299999237061"
## [1] "2013-02-28 00:00:00 XLK -300 @ 29.6299991607666"
## [1] "2013-02-28 00:00:00 XLK -300 @ 29.6299991607666"
## [1] "2013-03-20 00:00:00 XLK 300 @ 30.3199996948242"
## [1] "2013-03-20 00:00:00 XLK 300 @ 30.3199996948242"
## [1] "2013-03-21 00:00:00 XLK -300 @ 29.9799995422363"
## [1] "2013-03-21 00:00:00 XLK -300 @ 29.9799995422363"
## [1] "2013-03-22 00:00:00 XLK 300 @ 30.1700000762939"
## [1] "2013-03-22 00:00:00 XLK 300 @ 30.1700000762939"
## [1] "2013-03-27 00:00:00 XLK -300 @ 30.2099990844727"
## [1] "2013-03-27 00:00:00 XLK -300 @ 30.2099990844727"
## [1] "2013-04-02 00:00:00 XLK 300 @ 30.1900005340576"
## [1] "2013-04-02 00:00:00 XLK 300 @ 30.1900005340576"
## [1] "2013-04-10 00:00:00 XLK -300 @ 30.6000003814697"
## [1] "2013-04-10 00:00:00 XLK -300 @ 30.6000003814697"
## [1] "2013-04-16 00:00:00 XLK 300 @ 30.2399997711182"
## [1] "2013-04-16 00:00:00 XLK 300 @ 30.2399997711182"
## [1] "2013-04-24 00:00:00 XLK -300 @ 29.9500007629395"
## [1] "2013-04-24 00:00:00 XLK -300 @ 29.9500007629395"
## [1] "2013-05-23 00:00:00 XLK 300 @ 31.7399997711182"
## [1] "2013-05-23 00:00:00 XLK 300 @ 31.7399997711182"
## [1] "2013-05-31 00:00:00 XLK -300 @ 31.6599998474121"
## [1] "2013-05-31 00:00:00 XLK -300 @ 31.6599998474121"
## [1] "2013-06-03 00:00:00 XLK 300 @ 31.8199996948242"
## [1] "2013-06-03 00:00:00 XLK 300 @ 31.8199996948242"
## [1] "2013-06-10 00:00:00 XLK -300 @ 31.7999992370605"
## [1] "2013-06-10 00:00:00 XLK -300 @ 31.7999992370605"
## [1] "2013-06-12 00:00:00 XLK 300 @ 31.2600002288818"
## [1] "2013-06-12 00:00:00 XLK 300 @ 31.2600002288818"
## [1] "2013-06-19 00:00:00 XLK -300 @ 31.5499992370605"
## [1] "2013-06-19 00:00:00 XLK -300 @ 31.5499992370605"
## [1] "2013-06-21 00:00:00 XLK 300 @ 30.5100002288818"
## [1] "2013-06-21 00:00:00 XLK 300 @ 30.5100002288818"
## [1] "2013-06-28 00:00:00 XLK -300 @ 30.5900001525879"
## [1] "2013-06-28 00:00:00 XLK -300 @ 30.5900001525879"
## [1] "2013-07-22 00:00:00 XLK 300 @ 31.5400009155273"
## [1] "2013-07-22 00:00:00 XLK 300 @ 31.5400009155273"
## [1] "2013-07-29 00:00:00 XLK -300 @ 31.6800003051758"
## [1] "2013-07-29 00:00:00 XLK -300 @ 31.6800003051758"
## [1] "2013-08-08 00:00:00 XLK 300 @ 32.1300010681152"
## [1] "2013-08-08 00:00:00 XLK 300 @ 32.1300010681152"
## [1] "2013-08-13 00:00:00 XLK -300 @ 32.4000015258789"
## [1] "2013-08-13 00:00:00 XLK -300 @ 32.4000015258789"
## [1] "2013-08-16 00:00:00 XLK 300 @ 31.8199996948242"
## [1] "2013-08-16 00:00:00 XLK 300 @ 31.8199996948242"
## [1] "2013-08-23 00:00:00 XLK -300 @ 32.0699996948242"
## [1] "2013-08-23 00:00:00 XLK -300 @ 32.0699996948242"
## [1] "2013-08-28 00:00:00 XLK 300 @ 31.3799991607666"
## [1] "2013-08-28 00:00:00 XLK 300 @ 31.3799991607666"
## [1] "2013-09-05 00:00:00 XLK -300 @ 31.75"
## [1] "2013-09-05 00:00:00 XLK -300 @ 31.75"
## [1] "2013-09-23 00:00:00 XLK 300 @ 32.5099983215332"
## [1] "2013-09-23 00:00:00 XLK 300 @ 32.5099983215332"
## [1] "2013-10-11 00:00:00 XLK -300 @ 32.4500007629395"
## [1] "2013-10-11 00:00:00 XLK -300 @ 32.4500007629395"
## [1] "2013-11-08 00:00:00 XLK 300 @ 33.9000015258789"
## [1] "2013-11-08 00:00:00 XLK 300 @ 33.9000015258789"
## [1] "2013-11-13 00:00:00 XLK -300 @ 34.3199996948242"
## [1] "2013-11-13 00:00:00 XLK -300 @ 34.3199996948242"
## [1] "2013-11-20 00:00:00 XLK 300 @ 33.939998626709"
## [1] "2013-11-20 00:00:00 XLK 300 @ 33.939998626709"
## [1] "2013-11-22 00:00:00 XLK -300 @ 34.1599998474121"
## [1] "2013-11-22 00:00:00 XLK -300 @ 34.1599998474121"
## [1] "2013-12-12 00:00:00 XLK 300 @ 34.310001373291"
## [1] "2013-12-12 00:00:00 XLK 300 @ 34.310001373291"
## [1] "2013-12-19 00:00:00 XLK -300 @ 34.8600006103516"
## [1] "2013-12-19 00:00:00 XLK -300 @ 34.8600006103516"
## [1] "2014-01-03 00:00:00 XLK 300 @ 35.2200012207031"
## [1] "2014-01-03 00:00:00 XLK 300 @ 35.2200012207031"
## [1] "2014-01-08 00:00:00 XLK -300 @ 35.4799995422363"
## [1] "2014-01-08 00:00:00 XLK -300 @ 35.4799995422363"
## [1] "2014-01-10 00:00:00 XLK 300 @ 35.3199996948242"
## [1] "2014-01-10 00:00:00 XLK 300 @ 35.3199996948242"
## [1] "2014-01-15 00:00:00 XLK -300 @ 35.9599990844727"
## [1] "2014-01-15 00:00:00 XLK -300 @ 35.9599990844727"
## [1] "2014-01-27 00:00:00 XLK 300 @ 34.7999992370605"
## [1] "2014-01-27 00:00:00 XLK 300 @ 34.7999992370605"
## [1] "2014-02-07 00:00:00 XLK -300 @ 35.0999984741211"
## [1] "2014-02-07 00:00:00 XLK -300 @ 35.0999984741211"
## [1] "2014-03-04 00:00:00 XLK 300 @ 36.4300003051758"
## [1] "2014-03-04 00:00:00 XLK 300 @ 36.4300003051758"
## [1] "2014-03-05 00:00:00 XLK -300 @ 36.4799995422363"
## [1] "2014-03-05 00:00:00 XLK -300 @ 36.4799995422363"
## [1] "2014-03-11 00:00:00 XLK 300 @ 36.2799987792969"
## [1] "2014-03-11 00:00:00 XLK 300 @ 36.2799987792969"
## [1] "2014-03-19 00:00:00 XLK -300 @ 36.3699989318848"
## [1] "2014-03-19 00:00:00 XLK -300 @ 36.3699989318848"
## [1] "2014-03-27 00:00:00 XLK 300 @ 35.9300003051758"
## [1] "2014-03-27 00:00:00 XLK 300 @ 35.9300003051758"
## [1] "2014-04-01 00:00:00 XLK -300 @ 36.7799987792969"
## [1] "2014-04-01 00:00:00 XLK -300 @ 36.7799987792969"
## [1] "2014-04-07 00:00:00 XLK 300 @ 35.6399993896484"
## [1] "2014-04-07 00:00:00 XLK 300 @ 35.6399993896484"
## [1] "2014-04-10 00:00:00 XLK -300 @ 35.5999984741211"
## [1] "2014-04-10 00:00:00 XLK -300 @ 35.5999984741211"
## [1] "2014-04-11 00:00:00 XLK 300 @ 35.2000007629395"
## [1] "2014-04-11 00:00:00 XLK 300 @ 35.2000007629395"
## [1] "2014-04-17 00:00:00 XLK -300 @ 36.0299987792969"
## [1] "2014-04-17 00:00:00 XLK -300 @ 36.0299987792969"
## [1] "2014-04-24 00:00:00 XLK 300 @ 36.2099990844727"
## [1] "2014-04-24 00:00:00 XLK 300 @ 36.2099990844727"
## [1] "2014-04-30 00:00:00 XLK -300 @ 36.4500007629395"
## [1] "2014-04-30 00:00:00 XLK -300 @ 36.4500007629395"
## [1] "2014-05-07 00:00:00 XLK 300 @ 36.189998626709"
## [1] "2014-05-07 00:00:00 XLK 300 @ 36.189998626709"
## [1] "2014-05-13 00:00:00 XLK -300 @ 36.8400001525879"
## [1] "2014-05-13 00:00:00 XLK -300 @ 36.8400001525879"
## [1] "2014-05-16 00:00:00 XLK 300 @ 36.6800003051758"
## [1] "2014-05-16 00:00:00 XLK 300 @ 36.6800003051758"
## [1] "2014-05-20 00:00:00 XLK -300 @ 36.7099990844727"
## [1] "2014-05-20 00:00:00 XLK -300 @ 36.7099990844727"
## [1] "2014-06-13 00:00:00 XLK 300 @ 38.1300010681152"
## [1] "2014-06-13 00:00:00 XLK 300 @ 38.1300010681152"
## [1] "2014-06-18 00:00:00 XLK -300 @ 38.4199981689453"
## [1] "2014-06-18 00:00:00 XLK -300 @ 38.4199981689453"
## [1] "2014-06-23 00:00:00 XLK 300 @ 38.2000007629395"
## [1] "2014-06-23 00:00:00 XLK 300 @ 38.2000007629395"
## [1] "2014-06-30 00:00:00 XLK -300 @ 38.3499984741211"
## [1] "2014-06-30 00:00:00 XLK -300 @ 38.3499984741211"
## [1] "2014-07-09 00:00:00 XLK 300 @ 38.8300018310547"
## [1] "2014-07-09 00:00:00 XLK 300 @ 38.8300018310547"
## [1] "2014-07-14 00:00:00 XLK -300 @ 39.2000007629395"
## [1] "2014-07-14 00:00:00 XLK -300 @ 39.2000007629395"
## [1] "2014-08-01 00:00:00 XLK 300 @ 38.7900009155273"
## [1] "2014-08-01 00:00:00 XLK 300 @ 38.7900009155273"
## [1] "2014-08-12 00:00:00 XLK -300 @ 38.8400001525879"
## [1] "2014-08-12 00:00:00 XLK -300 @ 38.8400001525879"
## [1] "2014-08-29 00:00:00 XLK 300 @ 40.2799987792969"
## [1] "2014-08-29 00:00:00 XLK 300 @ 40.2799987792969"
## [1] "2014-09-02 00:00:00 XLK -300 @ 40.2900009155273"
## [1] "2014-09-02 00:00:00 XLK -300 @ 40.2900009155273"
## [1] "2014-09-04 00:00:00 XLK 300 @ 40.0499992370605"
## [1] "2014-09-04 00:00:00 XLK 300 @ 40.0499992370605"
## [1] "2014-09-08 00:00:00 XLK -300 @ 40.3499984741211"
## [1] "2014-09-08 00:00:00 XLK -300 @ 40.3499984741211"
## [1] "2014-09-10 00:00:00 XLK 300 @ 40.2999992370605"
## [1] "2014-09-10 00:00:00 XLK 300 @ 40.2999992370605"
## [1] "2014-09-12 00:00:00 XLK -300 @ 40.2200012207031"
## [1] "2014-09-12 00:00:00 XLK -300 @ 40.2200012207031"
## [1] "2014-09-16 00:00:00 XLK 300 @ 40.2799987792969"
## [1] "2014-09-16 00:00:00 XLK 300 @ 40.2799987792969"
## [1] "2014-09-18 00:00:00 XLK -300 @ 40.5999984741211"
## [1] "2014-09-18 00:00:00 XLK -300 @ 40.5999984741211"
## [1] "2014-09-23 00:00:00 XLK 300 @ 39.9799995422363"
## [1] "2014-09-23 00:00:00 XLK 300 @ 39.9799995422363"
## [1] "2014-10-09 00:00:00 XLK -300 @ 39.0499992370605"
## [1] "2014-10-09 00:00:00 XLK -300 @ 39.0499992370605"
## [1] "2014-10-13 00:00:00 XLK 300 @ 37.6300010681152"
## [1] "2014-10-13 00:00:00 XLK 300 @ 37.6300010681152"
## [1] "2014-10-21 00:00:00 XLK -300 @ 38.6599998474121"
## [1] "2014-10-21 00:00:00 XLK -300 @ 38.6599998474121"
## [1] "2014-12-09 00:00:00 XLK 300 @ 41.6800003051758"
## [1] "2014-12-09 00:00:00 XLK 300 @ 41.6800003051758"
## [1] "2014-12-19 00:00:00 XLK -300 @ 41.5699996948242"
## [1] "2014-12-19 00:00:00 XLK -300 @ 41.5699996948242"
## [1] "2014-12-31 00:00:00 XLK 300 @ 41.3499984741211"
## [1] "2014-12-31 00:00:00 XLK 300 @ 41.3499984741211"
## [1] "2015-01-09 00:00:00 XLK -300 @ 41.25"
## [1] "2015-01-09 00:00:00 XLK -300 @ 41.25"
## [1] "2015-01-14 00:00:00 XLK 300 @ 40.5099983215332"
## [1] "2015-01-14 00:00:00 XLK 300 @ 40.5099983215332"
## [1] "2015-01-21 00:00:00 XLK -300 @ 40.7900009155273"
## [1] "2015-01-21 00:00:00 XLK -300 @ 40.7900009155273"
## [1] "2015-01-28 00:00:00 XLK 300 @ 40.0200004577637"
## [1] "2015-01-28 00:00:00 XLK 300 @ 40.0200004577637"
## [1] "2015-02-04 00:00:00 XLK -300 @ 40.8499984741211"
## [1] "2015-02-04 00:00:00 XLK -300 @ 40.8499984741211"
## [1] "2015-03-05 00:00:00 XLK 300 @ 42.9199981689453"
## [1] "2015-03-05 00:00:00 XLK 300 @ 42.9199981689453"
## [1] "2015-03-17 00:00:00 XLK -300 @ 41.9900016784668"
## [1] "2015-03-17 00:00:00 XLK -300 @ 41.9900016784668"
## [1] "2015-03-26 00:00:00 XLK 300 @ 41.3400001525879"
## [1] "2015-03-26 00:00:00 XLK 300 @ 41.3400001525879"
## [1] "2015-03-31 00:00:00 XLK -300 @ 41.439998626709"
## [1] "2015-03-31 00:00:00 XLK -300 @ 41.439998626709"
## [1] "2015-04-02 00:00:00 XLK 300 @ 41.3699989318848"
## [1] "2015-04-02 00:00:00 XLK 300 @ 41.3699989318848"
## [1] "2015-04-07 00:00:00 XLK -300 @ 41.6800003051758"
## [1] "2015-04-07 00:00:00 XLK -300 @ 41.6800003051758"
## [1] "2015-04-15 00:00:00 XLK 300 @ 42.2000007629395"
## [1] "2015-04-15 00:00:00 XLK 300 @ 42.2000007629395"
## [1] "2015-04-16 00:00:00 XLK -300 @ 42.0499992370605"
## [1] "2015-04-16 00:00:00 XLK -300 @ 42.0499992370605"
## [1] "2015-04-20 00:00:00 XLK 300 @ 42.1800003051758"
## [1] "2015-04-20 00:00:00 XLK 300 @ 42.1800003051758"
## [1] "2015-04-23 00:00:00 XLK -300 @ 42.7599983215332"
## [1] "2015-04-23 00:00:00 XLK -300 @ 42.7599983215332"
## [1] "2015-05-01 00:00:00 XLK 300 @ 43.0999984741211"
## [1] "2015-05-01 00:00:00 XLK 300 @ 43.0999984741211"
## [1] "2015-05-11 00:00:00 XLK -300 @ 42.810001373291"
## [1] "2015-05-11 00:00:00 XLK -300 @ 42.810001373291"
## [1] "2015-05-27 00:00:00 XLK 300 @ 43.7799987792969"
## [1] "2015-05-27 00:00:00 XLK 300 @ 43.7799987792969"
## [1] "2015-05-28 00:00:00 XLK -300 @ 43.689998626709"
## [1] "2015-05-28 00:00:00 XLK -300 @ 43.689998626709"
## [1] "2015-06-05 00:00:00 XLK 300 @ 42.9500007629395"
## [1] "2015-06-05 00:00:00 XLK 300 @ 42.9500007629395"
## [1] "2015-06-11 00:00:00 XLK -300 @ 43.0499992370605"
## [1] "2015-06-11 00:00:00 XLK -300 @ 43.0499992370605"
## [1] "2015-06-15 00:00:00 XLK 300 @ 42.4099998474121"
## [1] "2015-06-15 00:00:00 XLK 300 @ 42.4099998474121"
## [1] "2015-06-19 00:00:00 XLK -300 @ 42.5400009155273"
## [1] "2015-06-19 00:00:00 XLK -300 @ 42.5400009155273"
## [1] "2015-06-22 00:00:00 XLK 300 @ 42.8899993896484"
## [1] "2015-06-22 00:00:00 XLK 300 @ 42.8899993896484"
## [1] "2015-07-13 00:00:00 XLK -300 @ 42.0699996948242"
## [1] "2015-07-13 00:00:00 XLK -300 @ 42.0699996948242"
## [1] "2015-07-23 00:00:00 XLK 300 @ 42.5900001525879"
## [1] "2015-07-23 00:00:00 XLK 300 @ 42.5900001525879"
## [1] "2015-07-30 00:00:00 XLK -300 @ 42.7200012207031"
## [1] "2015-07-30 00:00:00 XLK -300 @ 42.7200012207031"
## [1] "2015-08-04 00:00:00 XLK 300 @ 42.0999984741211"
## [1] "2015-08-04 00:00:00 XLK 300 @ 42.0999984741211"
## [1] "2015-08-11 00:00:00 XLK -300 @ 42.1399993896484"
## [1] "2015-08-11 00:00:00 XLK -300 @ 42.1399993896484"
## [1] "2015-08-20 00:00:00 XLK 300 @ 41.1300010681152"
## [1] "2015-08-20 00:00:00 XLK 300 @ 41.1300010681152"
## [1] "2015-08-27 00:00:00 XLK -300 @ 40.5200004577637"
## [1] "2015-08-27 00:00:00 XLK -300 @ 40.5200004577637"
## [1] "2015-09-02 00:00:00 XLK 300 @ 39.8800010681152"
## [1] "2015-09-02 00:00:00 XLK 300 @ 39.8800010681152"
## [1] "2015-09-09 00:00:00 XLK -300 @ 39.8699989318848"
## [1] "2015-09-09 00:00:00 XLK -300 @ 39.8699989318848"
## [1] "2015-09-21 00:00:00 XLK 300 @ 40.4599990844727"
## [1] "2015-09-21 00:00:00 XLK 300 @ 40.4599990844727"
## [1] "2015-10-02 00:00:00 XLK -300 @ 40.0800018310547"
## [1] "2015-10-02 00:00:00 XLK -300 @ 40.0800018310547"
## [1] "2015-10-22 00:00:00 XLK 300 @ 42.6399993896484"
## [1] "2015-10-22 00:00:00 XLK 300 @ 42.6399993896484"
## [1] "2015-10-23 00:00:00 XLK -300 @ 43.8300018310547"
## [1] "2015-10-23 00:00:00 XLK -300 @ 43.8300018310547"
## [1] "2015-11-10 00:00:00 XLK 300 @ 43.6199989318848"
## [1] "2015-11-10 00:00:00 XLK 300 @ 43.6199989318848"
## [1] "2015-11-19 00:00:00 XLK -300 @ 43.8800010681152"
## [1] "2015-11-19 00:00:00 XLK -300 @ 43.8800010681152"
## [1] "2015-11-27 00:00:00 XLK 300 @ 43.9099998474121"
## [1] "2015-11-27 00:00:00 XLK 300 @ 43.9099998474121"
## [1] "2015-12-02 00:00:00 XLK -300 @ 44.0699996948242"
## [1] "2015-12-02 00:00:00 XLK -300 @ 44.0699996948242"
## [1] "2015-12-04 00:00:00 XLK 300 @ 44.5699996948242"
## [1] "2015-12-04 00:00:00 XLK 300 @ 44.5699996948242"
## [1] "2015-12-07 00:00:00 XLK -300 @ 44.3499984741211"
## [1] "2015-12-07 00:00:00 XLK -300 @ 44.3499984741211"
## [1] "2015-12-10 00:00:00 XLK 300 @ 43.7099990844727"
## [1] "2015-12-10 00:00:00 XLK 300 @ 43.7099990844727"
## [1] "2015-12-17 00:00:00 XLK -300 @ 43.2200012207031"
## [1] "2015-12-17 00:00:00 XLK -300 @ 43.2200012207031"
## [1] "2015-12-21 00:00:00 XLK 300 @ 42.5999984741211"
## [1] "2015-12-21 00:00:00 XLK 300 @ 42.5999984741211"
## [1] "2015-12-24 00:00:00 XLK -300 @ 43.25"
## [1] "2015-12-24 00:00:00 XLK -300 @ 43.25"
## [1] "2016-01-04 00:00:00 XLK 300 @ 42.2700004577637"
## [1] "2016-01-04 00:00:00 XLK 300 @ 42.2700004577637"
## [1] "2016-01-25 00:00:00 XLK -300 @ 39.9099998474121"
## [1] "2016-01-25 00:00:00 XLK -300 @ 39.9099998474121"
## [1] "2016-01-28 00:00:00 XLK 300 @ 39.9799995422363"
## [1] "2016-01-28 00:00:00 XLK 300 @ 39.9799995422363"
## [1] "2016-02-01 00:00:00 XLK -300 @ 41.3899993896484"
## [1] "2016-02-01 00:00:00 XLK -300 @ 41.3899993896484"
## [1] "2016-02-08 00:00:00 XLK 300 @ 38.9300003051758"
## [1] "2016-02-08 00:00:00 XLK 300 @ 38.9300003051758"
## [1] "2016-02-16 00:00:00 XLK -300 @ 39.9700012207031"
## [1] "2016-02-16 00:00:00 XLK -300 @ 39.9700012207031"
## [1] "2016-03-09 00:00:00 XLK 300 @ 42.2599983215332"
## [1] "2016-03-09 00:00:00 XLK 300 @ 42.2599983215332"
## [1] "2016-03-14 00:00:00 XLK -300 @ 42.9199981689453"
## [1] "2016-03-14 00:00:00 XLK -300 @ 42.9199981689453"
## [1] "2016-03-24 00:00:00 XLK 300 @ 43.6199989318848"
## [1] "2016-03-24 00:00:00 XLK 300 @ 43.6199989318848"
## [1] "2016-03-30 00:00:00 XLK -300 @ 44.4500007629395"
## [1] "2016-03-30 00:00:00 XLK -300 @ 44.4500007629395"
## [1] "2016-04-06 00:00:00 XLK 300 @ 44.5299987792969"
## [1] "2016-04-06 00:00:00 XLK 300 @ 44.5299987792969"
## [1] "2016-04-14 00:00:00 XLK -300 @ 44.5099983215332"
## [1] "2016-04-14 00:00:00 XLK -300 @ 44.5099983215332"
## [1] "2016-04-22 00:00:00 XLK 300 @ 43.439998626709"
## [1] "2016-04-22 00:00:00 XLK 300 @ 43.439998626709"
## [1] "2016-05-09 00:00:00 XLK -300 @ 42.25"
## [1] "2016-05-09 00:00:00 XLK -300 @ 42.25"
## [1] "2016-05-16 00:00:00 XLK 300 @ 42.7999992370605"
## [1] "2016-05-16 00:00:00 XLK 300 @ 42.7999992370605"
## [1] "2016-05-17 00:00:00 XLK -300 @ 42.3699989318848"
## [1] "2016-05-17 00:00:00 XLK -300 @ 42.3699989318848"
## [1] "2016-05-20 00:00:00 XLK 300 @ 42.7299995422363"
## [1] "2016-05-20 00:00:00 XLK 300 @ 42.7299995422363"
## [1] "2016-05-23 00:00:00 XLK -300 @ 42.6500015258789"
## [1] "2016-05-23 00:00:00 XLK -300 @ 42.6500015258789"
## [1] "2016-06-06 00:00:00 XLK 300 @ 44.0200004577637"
## [1] "2016-06-06 00:00:00 XLK 300 @ 44.0200004577637"
## [1] "2016-06-08 00:00:00 XLK -300 @ 44.2900009155273"
## [1] "2016-06-08 00:00:00 XLK -300 @ 44.2900009155273"
## [1] "2016-06-13 00:00:00 XLK 300 @ 43.4700012207031"
## [1] "2016-06-13 00:00:00 XLK 300 @ 43.4700012207031"
## [1] "2016-06-22 00:00:00 XLK -300 @ 43.3800010681152"
## [1] "2016-06-22 00:00:00 XLK -300 @ 43.3800010681152"
## [1] "2016-06-27 00:00:00 XLK 300 @ 41.4300003051758"
## [1] "2016-06-27 00:00:00 XLK 300 @ 41.4300003051758"
## [1] "2016-06-30 00:00:00 XLK -300 @ 43.3699989318848"
## [1] "2016-06-30 00:00:00 XLK -300 @ 43.3699989318848"
## [1] "2016-08-03 00:00:00 XLK 300 @ 46.3499984741211"
## [1] "2016-08-03 00:00:00 XLK 300 @ 46.3499984741211"
## [1] "2016-08-05 00:00:00 XLK -300 @ 47.0499992370605"
## [1] "2016-08-05 00:00:00 XLK -300 @ 47.0499992370605"
## [1] "2016-08-17 00:00:00 XLK 300 @ 46.9700012207031"
## [1] "2016-08-17 00:00:00 XLK 300 @ 46.9700012207031"
## [1] "2016-08-24 00:00:00 XLK -300 @ 46.9300003051758"
## [1] "2016-08-24 00:00:00 XLK -300 @ 46.9300003051758"
## [1] "2016-08-25 00:00:00 XLK 300 @ 47.0299987792969"
## [1] "2016-08-25 00:00:00 XLK 300 @ 47.0299987792969"
## [1] "2016-08-30 00:00:00 XLK -300 @ 47.0699996948242"
## [1] "2016-08-30 00:00:00 XLK -300 @ 47.0699996948242"
## [1] "2016-09-01 00:00:00 XLK 300 @ 47.1399993896484"
## [1] "2016-09-01 00:00:00 XLK 300 @ 47.1399993896484"
## [1] "2016-09-06 00:00:00 XLK -300 @ 47.5900001525879"
## [1] "2016-09-06 00:00:00 XLK -300 @ 47.5900001525879"
## [1] "2016-09-09 00:00:00 XLK 300 @ 46.1599998474121"
## [1] "2016-09-09 00:00:00 XLK 300 @ 46.1599998474121"
## [1] "2016-09-16 00:00:00 XLK -300 @ 47.2099990844727"
## [1] "2016-09-16 00:00:00 XLK -300 @ 47.2099990844727"
## [1] "2016-09-27 00:00:00 XLK 300 @ 47.7299995422363"
## [1] "2016-09-27 00:00:00 XLK 300 @ 47.7299995422363"
## [1] "2016-09-28 00:00:00 XLK -300 @ 47.8199996948242"
## [1] "2016-09-28 00:00:00 XLK -300 @ 47.8199996948242"
## [1] "2016-10-05 00:00:00 XLK 300 @ 47.6399993896484"
## [1] "2016-10-05 00:00:00 XLK 300 @ 47.6399993896484"
## [1] "2016-10-07 00:00:00 XLK -300 @ 47.6199989318848"
## [1] "2016-10-07 00:00:00 XLK -300 @ 47.6199989318848"
## [1] "2016-10-12 00:00:00 XLK 300 @ 47.4900016784668"
## [1] "2016-10-12 00:00:00 XLK 300 @ 47.4900016784668"
## [1] "2016-10-19 00:00:00 XLK -300 @ 47.6199989318848"
## [1] "2016-10-19 00:00:00 XLK -300 @ 47.6199989318848"
## [1] "2016-10-27 00:00:00 XLK 300 @ 47.4900016784668"
## [1] "2016-10-27 00:00:00 XLK 300 @ 47.4900016784668"
## [1] "2016-11-08 00:00:00 XLK -300 @ 47.4099998474121"
## [1] "2016-11-08 00:00:00 XLK -300 @ 47.4099998474121"
## [1] "2016-11-11 00:00:00 XLK 300 @ 46.7299995422363"
## [1] "2016-11-11 00:00:00 XLK 300 @ 46.7299995422363"
## [1] "2016-11-17 00:00:00 XLK -300 @ 47.4000015258789"
## [1] "2016-11-17 00:00:00 XLK -300 @ 47.4000015258789"
## [1] "2016-12-01 00:00:00 XLK 300 @ 46.5200004577637"
## [1] "2016-12-01 00:00:00 XLK 300 @ 46.5200004577637"
## [1] "2016-12-07 00:00:00 XLK -300 @ 48.1800003051758"
## [1] "2016-12-07 00:00:00 XLK -300 @ 48.1800003051758"
## [1] "2016-12-19 00:00:00 XLK 300 @ 48.939998626709"
## [1] "2016-12-19 00:00:00 XLK 300 @ 48.939998626709"
## [1] "2016-12-21 00:00:00 XLK -300 @ 49.0200004577637"
## [1] "2016-12-21 00:00:00 XLK -300 @ 49.0200004577637"
## [1] "2016-12-29 00:00:00 XLK 300 @ 48.7400016784668"
## [1] "2016-12-29 00:00:00 XLK 300 @ 48.7400016784668"
## [1] "2017-01-05 00:00:00 XLK -300 @ 49.0400009155273"
## [1] "2017-01-05 00:00:00 XLK -300 @ 49.0400009155273"
## [1] "2017-01-31 00:00:00 XLK 300 @ 50.0800018310547"
## [1] "2017-01-31 00:00:00 XLK 300 @ 50.0800018310547"
## [1] "2017-02-06 00:00:00 XLK -300 @ 50.7200012207031"
## [1] "2017-02-06 00:00:00 XLK -300 @ 50.7200012207031"
## [1] "2017-03-01 00:00:00 XLK 300 @ 53.0900001525879"
## [1] "2017-03-01 00:00:00 XLK 300 @ 53.0900001525879"
## [1] "2017-03-02 00:00:00 XLK -300 @ 52.7400016784668"
## [1] "2017-03-02 00:00:00 XLK -300 @ 52.7400016784668"
## [1] "2017-03-22 00:00:00 XLK 300 @ 52.939998626709"
## [1] "2017-03-22 00:00:00 XLK 300 @ 52.939998626709"
## [1] "2017-03-29 00:00:00 XLK -300 @ 53.310001373291"
## [1] "2017-03-29 00:00:00 XLK -300 @ 53.310001373291"
## [1] "2017-04-06 00:00:00 XLK 300 @ 53.0900001525879"
## [1] "2017-04-06 00:00:00 XLK 300 @ 53.0900001525879"
## [1] "2017-04-18 00:00:00 XLK -300 @ 52.8400001525879"
## [1] "2017-04-18 00:00:00 XLK -300 @ 52.8400001525879"
## [1] "2017-05-18 00:00:00 XLK 300 @ 54.9199981689453"
## [1] "2017-05-18 00:00:00 XLK 300 @ 54.9199981689453"
## [1] "2017-05-23 00:00:00 XLK -300 @ 55.7799987792969"
## [1] "2017-05-23 00:00:00 XLK -300 @ 55.7799987792969"
## [1] "2017-06-12 00:00:00 XLK 300 @ 55.689998626709"
## [1] "2017-06-12 00:00:00 XLK 300 @ 55.689998626709"
## [1] "2017-06-20 00:00:00 XLK -300 @ 55.6199989318848"
## [1] "2017-06-20 00:00:00 XLK -300 @ 55.6199989318848"
## [1] "2017-06-28 00:00:00 XLK 300 @ 55.7700004577637"
## [1] "2017-06-28 00:00:00 XLK 300 @ 55.7700004577637"
## [1] "2017-07-11 00:00:00 XLK -300 @ 55.5299987792969"
## [1] "2017-07-11 00:00:00 XLK -300 @ 55.5299987792969"
## [1] "2017-07-31 00:00:00 XLK 300 @ 57.1599998474121"
## [1] "2017-07-31 00:00:00 XLK 300 @ 57.1599998474121"
## [1] "2017-08-03 00:00:00 XLK -300 @ 57.4799995422363"
## [1] "2017-08-03 00:00:00 XLK -300 @ 57.4799995422363"
## [1] "2017-08-11 00:00:00 XLK 300 @ 57.0999984741211"
## [1] "2017-08-11 00:00:00 XLK 300 @ 57.0999984741211"
## [1] "2017-08-15 00:00:00 XLK -300 @ 58.0999984741211"
## [1] "2017-08-15 00:00:00 XLK -300 @ 58.0999984741211"
## [1] "2017-08-18 00:00:00 XLK 300 @ 57.0699996948242"
## [1] "2017-08-18 00:00:00 XLK 300 @ 57.0699996948242"
## [1] "2017-08-23 00:00:00 XLK -300 @ 57.7599983215332"
## [1] "2017-08-23 00:00:00 XLK -300 @ 57.7599983215332"
## [1] "2017-09-06 00:00:00 XLK 300 @ 58.310001373291"
## [1] "2017-09-06 00:00:00 XLK 300 @ 58.310001373291"
## [1] "2017-09-12 00:00:00 XLK -300 @ 58.9900016784668"
## [1] "2017-09-12 00:00:00 XLK -300 @ 58.9900016784668"
## [1] "2017-09-22 00:00:00 XLK 300 @ 58.5200004577637"
## [1] "2017-09-22 00:00:00 XLK 300 @ 58.5200004577637"
## [1] "2017-09-28 00:00:00 XLK -300 @ 58.7000007629395"
## [1] "2017-09-28 00:00:00 XLK -300 @ 58.7000007629395"
## [1] "2017-10-26 00:00:00 XLK 300 @ 60.9000015258789"
## [1] "2017-10-26 00:00:00 XLK 300 @ 60.9000015258789"
## [1] "2017-10-30 00:00:00 XLK -300 @ 62.6800003051758"
## [1] "2017-10-30 00:00:00 XLK -300 @ 62.6800003051758"
## [1] "2017-11-14 00:00:00 XLK 300 @ 63.3499984741211"
## [1] "2017-11-14 00:00:00 XLK 300 @ 63.3499984741211"
## [1] "2017-11-17 00:00:00 XLK -300 @ 63.3499984741211"
## [1] "2017-11-17 00:00:00 XLK -300 @ 63.3499984741211"
## [1] "2017-11-30 00:00:00 XLK 300 @ 63.8400001525879"
## [1] "2017-11-30 00:00:00 XLK 300 @ 63.8400001525879"
## [1] "2017-12-08 00:00:00 XLK -300 @ 63.5999984741211"
## [1] "2017-12-08 00:00:00 XLK -300 @ 63.5999984741211"
## [1] "2017-12-26 00:00:00 XLK 300 @ 64.1100006103516"
## [1] "2017-12-26 00:00:00 XLK 300 @ 64.1100006103516"
## [1] "2018-01-03 00:00:00 XLK -300 @ 65.2799987792969"
## [1] "2018-01-03 00:00:00 XLK -300 @ 65.2799987792969"
## [1] "2018-01-31 00:00:00 XLK 300 @ 68.4499969482422"
## [1] "2018-01-31 00:00:00 XLK 300 @ 68.4499969482422"
## [1] "2018-02-14 00:00:00 XLK -300 @ 66.0199966430664"
## [1] "2018-02-14 00:00:00 XLK -300 @ 66.0199966430664"
## [1] "2018-03-02 00:00:00 XLK 300 @ 67.6800003051758"
## [1] "2018-03-02 00:00:00 XLK 300 @ 67.6800003051758"
## [1] "2018-03-06 00:00:00 XLK -300 @ 68.5199966430664"
## [1] "2018-03-06 00:00:00 XLK -300 @ 68.5199966430664"
## [1] "2018-03-19 00:00:00 XLK 300 @ 68.2300033569336"
## [1] "2018-03-19 00:00:00 XLK 300 @ 68.2300033569336"
## [1] "2018-04-05 00:00:00 XLK -300 @ 65.6600036621094"
## [1] "2018-04-05 00:00:00 XLK -300 @ 65.6600036621094"
## [1] "2018-04-09 00:00:00 XLK 300 @ 64.5500030517578"
## [1] "2018-04-09 00:00:00 XLK 300 @ 64.5500030517578"
## [1] "2018-04-11 00:00:00 XLK -300 @ 65.75"
## [1] "2018-04-11 00:00:00 XLK -300 @ 65.75"
## [1] "2018-04-23 00:00:00 XLK 300 @ 65.9700012207031"
## [1] "2018-04-23 00:00:00 XLK 300 @ 65.9700012207031"
## [1] "2018-04-27 00:00:00 XLK -300 @ 65.8899993896484"
## [1] "2018-04-27 00:00:00 XLK -300 @ 65.8899993896484"
## [1] "2018-05-16 00:00:00 XLK 300 @ 69.5199966430664"
## [1] "2018-05-16 00:00:00 XLK 300 @ 69.5199966430664"
## [1] "2018-05-22 00:00:00 XLK -300 @ 69.370002746582"
## [1] "2018-05-22 00:00:00 XLK -300 @ 69.370002746582"
## [1] "2018-05-30 00:00:00 XLK 300 @ 69.879997253418"
## [1] "2018-05-30 00:00:00 XLK 300 @ 69.879997253418"
## [1] "2018-05-31 00:00:00 XLK -300 @ 69.9000015258789"
## [1] "2018-05-31 00:00:00 XLK -300 @ 69.9000015258789"
## [1] "2018-06-20 00:00:00 XLK 300 @ 71.5800018310547"
## [1] "2018-06-20 00:00:00 XLK 300 @ 71.5800018310547"
## [1] "2018-07-03 00:00:00 XLK -300 @ 69.2600021362305"
## [1] "2018-07-03 00:00:00 XLK -300 @ 69.2600021362305"
## [1] "2018-07-30 00:00:00 XLK 300 @ 70.7300033569336"
## [1] "2018-07-30 00:00:00 XLK 300 @ 70.7300033569336"
## [1] "2018-08-03 00:00:00 XLK -300 @ 72.7200012207031"
## [1] "2018-08-03 00:00:00 XLK -300 @ 72.7200012207031"
## [1] "2018-08-13 00:00:00 XLK 300 @ 72.9300003051758"
## [1] "2018-08-13 00:00:00 XLK 300 @ 72.9300003051758"
## [1] "2018-08-15 00:00:00 XLK -300 @ 72.7200012207031"
## [1] "2018-08-15 00:00:00 XLK -300 @ 72.7200012207031"
## [1] "2018-08-16 00:00:00 XLK 300 @ 73.0400009155273"
## [1] "2018-08-16 00:00:00 XLK 300 @ 73.0400009155273"
## [1] "2018-08-23 00:00:00 XLK -300 @ 73.5400009155273"
## [1] "2018-08-23 00:00:00 XLK -300 @ 73.5400009155273"
## [1] "2018-09-06 00:00:00 XLK 300 @ 73.8300018310547"
## [1] "2018-09-06 00:00:00 XLK 300 @ 73.8300018310547"
## [1] "2018-09-12 00:00:00 XLK -300 @ 74.129997253418"
## [1] "2018-09-12 00:00:00 XLK -300 @ 74.129997253418"
## [1] "2018-09-18 00:00:00 XLK 300 @ 74.4700012207031"
## [1] "2018-09-18 00:00:00 XLK 300 @ 74.4700012207031"
## [1] "2018-09-21 00:00:00 XLK -300 @ 74.6100006103516"
## [1] "2018-09-21 00:00:00 XLK -300 @ 74.6100006103516"
## [1] "2018-09-27 00:00:00 XLK 300 @ 75.0500030517578"
## [1] "2018-09-27 00:00:00 XLK 300 @ 75.0500030517578"
## [1] "2018-09-28 00:00:00 XLK -300 @ 75.3300018310547"
## [1] "2018-09-28 00:00:00 XLK -300 @ 75.3300018310547"
## [1] "2018-10-05 00:00:00 XLK 300 @ 73.620002746582"
## [1] "2018-10-05 00:00:00 XLK 300 @ 73.620002746582"
## [1] "2018-10-17 00:00:00 XLK -300 @ 71.4400024414062"
## [1] "2018-10-17 00:00:00 XLK -300 @ 71.4400024414062"
## [1] "2018-10-19 00:00:00 XLK 300 @ 70.0100021362305"
## [1] "2018-10-19 00:00:00 XLK 300 @ 70.0100021362305"
## [1] "2018-11-01 00:00:00 XLK -300 @ 70.1100006103516"
## [1] "2018-11-01 00:00:00 XLK -300 @ 70.1100006103516"
## [1] "2018-11-13 00:00:00 XLK 300 @ 67.4599990844727"
## [1] "2018-11-13 00:00:00 XLK 300 @ 67.4599990844727"
## [1] "2018-11-27 00:00:00 XLK -300 @ 65.6600036621094"
## [1] "2018-11-27 00:00:00 XLK -300 @ 65.6600036621094"
## [1] "2018-12-06 00:00:00 XLK 300 @ 66.9599990844727"
## [1] "2018-12-06 00:00:00 XLK 300 @ 66.9599990844727"
## [1] "2018-12-14 00:00:00 XLK -300 @ 64.5699996948242"
## [1] "2018-12-14 00:00:00 XLK -300 @ 64.5699996948242"
## [1] "2018-12-17 00:00:00 XLK 300 @ 63.2000007629395"
## [1] "2018-12-17 00:00:00 XLK 300 @ 63.2000007629395"
## [1] "2018-12-28 00:00:00 XLK -300 @ 61.4000015258789"
## [1] "2018-12-28 00:00:00 XLK -300 @ 61.4000015258789"
## [1] "2019-01-04 00:00:00 XLK 300 @ 61.5"
## [1] "2019-01-04 00:00:00 XLK 300 @ 61.5"
## [1] "2019-01-08 00:00:00 XLK -300 @ 62.5699996948242"
## [1] "2019-01-08 00:00:00 XLK -300 @ 62.5699996948242"
## [1] "2019-01-15 00:00:00 XLK 300 @ 63.9000015258789"
## [1] "2019-01-15 00:00:00 XLK 300 @ 63.9000015258789"
## [1] "2019-01-16 00:00:00 XLK -300 @ 63.9599990844727"
## [1] "2019-01-16 00:00:00 XLK -300 @ 63.9599990844727"
## [1] "2019-01-30 00:00:00 XLK 300 @ 66.3499984741211"
## [1] "2019-01-30 00:00:00 XLK 300 @ 66.3499984741211"
## [1] "2019-01-31 00:00:00 XLK -300 @ 66.2799987792969"
## [1] "2019-01-31 00:00:00 XLK -300 @ 66.2799987792969"
## [1] "2019-03-06 00:00:00 XLK 300 @ 70.4899978637695"
## [1] "2019-03-06 00:00:00 XLK 300 @ 70.4899978637695"
## [1] "2019-03-12 00:00:00 XLK -300 @ 71.7300033569336"
## [1] "2019-03-12 00:00:00 XLK -300 @ 71.7300033569336"
## [1] "2019-03-26 00:00:00 XLK 300 @ 73.4000015258789"
## [1] "2019-03-26 00:00:00 XLK 300 @ 73.4000015258789"
## [1] "2019-04-01 00:00:00 XLK -300 @ 75.0100021362305"
## [1] "2019-04-01 00:00:00 XLK -300 @ 75.0100021362305"
## [1] "2019-05-02 00:00:00 XLK 300 @ 78.0999984741211"
## [1] "2019-05-02 00:00:00 XLK 300 @ 78.0999984741211"
## [1] "2019-05-06 00:00:00 XLK -300 @ 78.2300033569336"
## [1] "2019-05-06 00:00:00 XLK -300 @ 78.2300033569336"
## [1] "2019-05-08 00:00:00 XLK 300 @ 76.4599990844727"
## [1] "2019-05-08 00:00:00 XLK 300 @ 76.4599990844727"
## [1] "2019-05-17 00:00:00 XLK -300 @ 75.379997253418"
## [1] "2019-05-17 00:00:00 XLK -300 @ 75.379997253418"
## [1] "2019-05-21 00:00:00 XLK 300 @ 74.9800033569336"
## [1] "2019-05-21 00:00:00 XLK 300 @ 74.9800033569336"
## [1] "2019-06-05 00:00:00 XLK -300 @ 73.9400024414062"
## [1] "2019-06-05 00:00:00 XLK -300 @ 73.9400024414062"
## [1] "2019-06-17 00:00:00 XLK 300 @ 76.1600036621094"
## [1] "2019-06-17 00:00:00 XLK 300 @ 76.1600036621094"
## [1] "2019-06-19 00:00:00 XLK -300 @ 77.8199996948242"
## [1] "2019-06-19 00:00:00 XLK -300 @ 77.8199996948242"
## [1] "2019-06-26 00:00:00 XLK 300 @ 77.8499984741211"
## [1] "2019-06-26 00:00:00 XLK 300 @ 77.8499984741211"
## [1] "2019-07-02 00:00:00 XLK -300 @ 79.4899978637695"
## [1] "2019-07-02 00:00:00 XLK -300 @ 79.4899978637695"
## [1] "2019-07-09 00:00:00 XLK 300 @ 79.620002746582"
## [1] "2019-07-09 00:00:00 XLK 300 @ 79.620002746582"
## [1] "2019-07-11 00:00:00 XLK -300 @ 80.5500030517578"
## [1] "2019-07-11 00:00:00 XLK -300 @ 80.5500030517578"
## [1] "2019-07-18 00:00:00 XLK 300 @ 81.0400009155273"
## [1] "2019-07-18 00:00:00 XLK 300 @ 81.0400009155273"
## [1] "2019-07-23 00:00:00 XLK -300 @ 82.0699996948242"
## [1] "2019-07-23 00:00:00 XLK -300 @ 82.0699996948242"
## [1] "2019-07-31 00:00:00 XLK 300 @ 80.7699966430664"
## [1] "2019-07-31 00:00:00 XLK 300 @ 80.7699966430664"
## [1] "2019-08-09 00:00:00 XLK -300 @ 78.4899978637695"
## [1] "2019-08-09 00:00:00 XLK -300 @ 78.4899978637695"
## [1] "2019-08-13 00:00:00 XLK 300 @ 79.4000015258789"
## [1] "2019-08-13 00:00:00 XLK 300 @ 79.4000015258789"
## [1] "2019-08-14 00:00:00 XLK -300 @ 76.9599990844727"
## [1] "2019-08-14 00:00:00 XLK -300 @ 76.9599990844727"
## [1] "2019-08-15 00:00:00 XLK 300 @ 76.8199996948242"
## [1] "2019-08-15 00:00:00 XLK 300 @ 76.8199996948242"
## [1] "2019-08-20 00:00:00 XLK -300 @ 79.0699996948242"
## [1] "2019-08-20 00:00:00 XLK -300 @ 79.0699996948242"
## [1] "2019-08-26 00:00:00 XLK 300 @ 78.2399978637695"
## [1] "2019-08-26 00:00:00 XLK 300 @ 78.2399978637695"
## [1] "2019-08-30 00:00:00 XLK -300 @ 79.5299987792969"
## [1] "2019-08-30 00:00:00 XLK -300 @ 79.5299987792969"
## [1] "2019-09-04 00:00:00 XLK 300 @ 79.9000015258789"
## [1] "2019-09-04 00:00:00 XLK 300 @ 79.9000015258789"
## [1] "2019-09-05 00:00:00 XLK -300 @ 81.5699996948242"
## [1] "2019-09-05 00:00:00 XLK -300 @ 81.5699996948242"
## [1] "2019-09-11 00:00:00 XLK 300 @ 81.3199996948242"
## [1] "2019-09-11 00:00:00 XLK 300 @ 81.3199996948242"
## [1] "2019-09-12 00:00:00 XLK -300 @ 81.7600021362305"
## [1] "2019-09-12 00:00:00 XLK -300 @ 81.7600021362305"
## [1] "2019-09-17 00:00:00 XLK 300 @ 81.2900009155273"
## [1] "2019-09-17 00:00:00 XLK 300 @ 81.2900009155273"
## [1] "2019-09-20 00:00:00 XLK -300 @ 80.2600021362305"
## [1] "2019-09-20 00:00:00 XLK -300 @ 80.2600021362305"
## [1] "2019-09-23 00:00:00 XLK 300 @ 80.5100021362305"
## [1] "2019-09-23 00:00:00 XLK 300 @ 80.5100021362305"
## [1] "2019-10-07 00:00:00 XLK -300 @ 80.2099990844727"
## [1] "2019-10-07 00:00:00 XLK -300 @ 80.2099990844727"
## [1] "2019-10-09 00:00:00 XLK 300 @ 79.9100036621094"
## [1] "2019-10-09 00:00:00 XLK 300 @ 79.9100036621094"
## [1] "2019-10-11 00:00:00 XLK -300 @ 81.5699996948242"
## [1] "2019-10-11 00:00:00 XLK -300 @ 81.5699996948242"
## [1] "2019-10-21 00:00:00 XLK 300 @ 81.7799987792969"
## [1] "2019-10-21 00:00:00 XLK 300 @ 81.7799987792969"
## [1] "2019-10-25 00:00:00 XLK -300 @ 82.9199981689453"
## [1] "2019-10-25 00:00:00 XLK -300 @ 82.9199981689453"
## [1] "2019-11-22 00:00:00 XLK 300 @ 86.5899963378906"
## [1] "2019-11-22 00:00:00 XLK 300 @ 86.5899963378906"
## [1] "2019-11-26 00:00:00 XLK -300 @ 87.9300003051758"
## [1] "2019-11-26 00:00:00 XLK -300 @ 87.9300003051758"
## [1] "2019-12-03 00:00:00 XLK 300 @ 86.129997253418"
## [1] "2019-12-03 00:00:00 XLK 300 @ 86.129997253418"
## [1] "2019-12-09 00:00:00 XLK -300 @ 87.3000030517578"
## [1] "2019-12-09 00:00:00 XLK -300 @ 87.3000030517578"
## [1] "2019-12-31 00:00:00 XLK 300 @ 91.6699981689453"
## [1] "2019-12-31 00:00:00 XLK 300 @ 91.6699981689453"
## [1] "2020-01-03 00:00:00 XLK -300 @ 92.3399963378906"
## [1] "2020-01-03 00:00:00 XLK -300 @ 92.3399963378906"
## [1] "2020-01-28 00:00:00 XLK 300 @ 96.9300003051758"
## [1] "2020-01-28 00:00:00 XLK 300 @ 96.9300003051758"
## [1] "2020-01-31 00:00:00 XLK -300 @ 95.3300018310547"
## [1] "2020-01-31 00:00:00 XLK -300 @ 95.3300018310547"
## [1] "2020-02-03 00:00:00 XLK 300 @ 96.5899963378906"
## [1] "2020-02-03 00:00:00 XLK 300 @ 96.5899963378906"
## [1] "2020-02-05 00:00:00 XLK -300 @ 99.6999969482422"
## [1] "2020-02-05 00:00:00 XLK -300 @ 99.6999969482422"
## [1] "2020-02-24 00:00:00 XLK 300 @ 95.3300018310547"
## [1] "2020-02-24 00:00:00 XLK 300 @ 95.3300018310547"
## [1] "2020-03-03 00:00:00 XLK -300 @ 89.9300003051758"
## [1] "2020-03-03 00:00:00 XLK -300 @ 89.9300003051758"
## [1] "2020-03-09 00:00:00 XLK 300 @ 82.1600036621094"
## [1] "2020-03-09 00:00:00 XLK 300 @ 82.1600036621094"
## [1] "2020-03-25 00:00:00 XLK -300 @ 77.5100021362305"
## [1] "2020-03-25 00:00:00 XLK -300 @ 77.5100021362305"
## [1] "2020-04-02 00:00:00 XLK 300 @ 78.3300018310547"
## [1] "2020-04-02 00:00:00 XLK 300 @ 78.3300018310547"
## [1] "2020-04-07 00:00:00 XLK -300 @ 82.9499969482422"
## [1] "2020-04-07 00:00:00 XLK -300 @ 82.9499969482422"
## [1] "2020-04-22 00:00:00 XLK 300 @ 87.3899993896484"
## [1] "2020-04-22 00:00:00 XLK 300 @ 87.3899993896484"
## [1] "2020-04-27 00:00:00 XLK -300 @ 89.3899993896484"
## [1] "2020-04-27 00:00:00 XLK -300 @ 89.3899993896484"
## [1] "2020-05-04 00:00:00 XLK 300 @ 90.0800018310547"
## [1] "2020-05-04 00:00:00 XLK 300 @ 90.0800018310547"
## [1] "2020-05-06 00:00:00 XLK -300 @ 92.0299987792969"
## [1] "2020-05-06 00:00:00 XLK -300 @ 92.0299987792969"
## [1] "2020-05-14 00:00:00 XLK 300 @ 93"
## [1] "2020-05-14 00:00:00 XLK 300 @ 93"
## [1] "2020-05-19 00:00:00 XLK -300 @ 95.4100036621094"
## [1] "2020-05-19 00:00:00 XLK -300 @ 95.4100036621094"
## [1] "2020-06-12 00:00:00 XLK 300 @ 99.4100036621094"
## [1] "2020-06-12 00:00:00 XLK 300 @ 99.4100036621094"
## [1] "2020-06-17 00:00:00 XLK -300 @ 102.48999786377"
## [1] "2020-06-17 00:00:00 XLK -300 @ 102.48999786377"
## [1] "2020-06-25 00:00:00 XLK 300 @ 103.580001831055"
## [1] "2020-06-25 00:00:00 XLK 300 @ 103.580001831055"
## [1] "2020-07-01 00:00:00 XLK -300 @ 104.660003662109"
## [1] "2020-07-01 00:00:00 XLK -300 @ 104.660003662109"
## [1] "2020-07-14 00:00:00 XLK 300 @ 107.059997558594"
## [1] "2020-07-14 00:00:00 XLK 300 @ 107.059997558594"
## [1] "2020-07-21 00:00:00 XLK -300 @ 108.459999084473"
## [1] "2020-07-21 00:00:00 XLK -300 @ 108.459999084473"
## [1] "2020-07-24 00:00:00 XLK 300 @ 105.199996948242"
## [1] "2020-07-24 00:00:00 XLK 300 @ 105.199996948242"
## [1] "2020-07-31 00:00:00 XLK -300 @ 110.430000305176"
## [1] "2020-07-31 00:00:00 XLK -300 @ 110.430000305176"
## [1] "2020-08-12 00:00:00 XLK 300 @ 113.910003662109"
## [1] "2020-08-12 00:00:00 XLK 300 @ 113.910003662109"
## [1] "2020-08-18 00:00:00 XLK -300 @ 115.069999694824"
## [1] "2020-08-18 00:00:00 XLK -300 @ 115.069999694824"
## [1] "2020-09-04 00:00:00 XLK 300 @ 118.120002746582"
## [1] "2020-09-04 00:00:00 XLK 300 @ 118.120002746582"
## [1] "2020-09-16 00:00:00 XLK -300 @ 114.669998168945"
## [1] "2020-09-16 00:00:00 XLK -300 @ 114.669998168945"
## [1] "2020-09-18 00:00:00 XLK 300 @ 111.76000213623"
## [1] "2020-09-18 00:00:00 XLK 300 @ 111.76000213623"
## [1] "2020-09-23 00:00:00 XLK -300 @ 110.660003662109"
## [1] "2020-09-23 00:00:00 XLK -300 @ 110.660003662109"
## [1] "2020-09-24 00:00:00 XLK 300 @ 111.279998779297"
## [1] "2020-09-24 00:00:00 XLK 300 @ 111.279998779297"
## [1] "2020-09-28 00:00:00 XLK -300 @ 116.120002746582"
## [1] "2020-09-28 00:00:00 XLK -300 @ 116.120002746582"
## [1] "2020-10-05 00:00:00 XLK 300 @ 117.459999084473"
## [1] "2020-10-05 00:00:00 XLK 300 @ 117.459999084473"
## [1] "2020-10-09 00:00:00 XLK -300 @ 120.180000305176"
## [1] "2020-10-09 00:00:00 XLK -300 @ 120.180000305176"
## [1] "2020-10-19 00:00:00 XLK 300 @ 118.900001525879"
## [1] "2020-10-19 00:00:00 XLK 300 @ 118.900001525879"
## [1] "2020-11-04 00:00:00 XLK -300 @ 117.5"
## [1] "2020-11-04 00:00:00 XLK -300 @ 117.5"
## [1] "2020-11-11 00:00:00 XLK 300 @ 121.26000213623"
## [1] "2020-11-11 00:00:00 XLK 300 @ 121.26000213623"
## [1] "2020-11-12 00:00:00 XLK -300 @ 120.180000305176"
## [1] "2020-11-12 00:00:00 XLK -300 @ 120.180000305176"
## [1] "2020-11-19 00:00:00 XLK 300 @ 121.360000610352"
## [1] "2020-11-19 00:00:00 XLK 300 @ 121.360000610352"
## [1] "2020-11-25 00:00:00 XLK -300 @ 122.01000213623"
## [1] "2020-11-25 00:00:00 XLK -300 @ 122.01000213623"
## [1] "2020-12-10 00:00:00 XLK 300 @ 124.559997558594"
## [1] "2020-12-10 00:00:00 XLK 300 @ 124.559997558594"
## [1] "2020-12-16 00:00:00 XLK -300 @ 127.690002441406"
## [1] "2020-12-16 00:00:00 XLK -300 @ 127.690002441406"
## [1] "2021-01-05 00:00:00 XLK 300 @ 128.729995727539"
## [1] "2021-01-05 00:00:00 XLK 300 @ 128.729995727539"
## [1] "2021-01-08 00:00:00 XLK -300 @ 130.759994506836"
## [1] "2021-01-08 00:00:00 XLK -300 @ 130.759994506836"
## [1] "2021-01-15 00:00:00 XLK 300 @ 127.419998168945"
## [1] "2021-01-15 00:00:00 XLK 300 @ 127.419998168945"
## [1] "2021-01-21 00:00:00 XLK -300 @ 133.339996337891"
## [1] "2021-01-21 00:00:00 XLK -300 @ 133.339996337891"
## [1] "2021-01-28 00:00:00 XLK 300 @ 132.039993286133"
## [1] "2021-01-28 00:00:00 XLK 300 @ 132.039993286133"
## [1] "2021-02-03 00:00:00 XLK -300 @ 133.490005493164"
## [1] "2021-02-03 00:00:00 XLK -300 @ 133.490005493164"
## [1] "2021-02-18 00:00:00 XLK 300 @ 136.25"
## [1] "2021-02-18 00:00:00 XLK 300 @ 136.25"
## [1] "2021-03-02 00:00:00 XLK -300 @ 132.759994506836"
## [1] "2021-03-02 00:00:00 XLK -300 @ 132.759994506836"
## [1] "2021-03-04 00:00:00 XLK 300 @ 126.559997558594"
## [1] "2021-03-04 00:00:00 XLK 300 @ 126.559997558594"
## [1] "2021-03-12 00:00:00 XLK -300 @ 131.410003662109"
## [1] "2021-03-12 00:00:00 XLK -300 @ 131.410003662109"
## [1] "2021-03-19 00:00:00 XLK 300 @ 129.600006103516"
## [1] "2021-03-19 00:00:00 XLK 300 @ 129.600006103516"
## [1] "2021-03-29 00:00:00 XLK -300 @ 131.979995727539"
## [1] "2021-03-29 00:00:00 XLK -300 @ 131.979995727539"
## [1] "2021-04-21 00:00:00 XLK 300 @ 142.270004272461"
## [1] "2021-04-21 00:00:00 XLK 300 @ 142.270004272461"
## [1] "2021-04-27 00:00:00 XLK -300 @ 143.080001831055"
## [1] "2021-04-27 00:00:00 XLK -300 @ 143.080001831055"
## [1] "2021-04-29 00:00:00 XLK 300 @ 141.630004882812"
## [1] "2021-04-29 00:00:00 XLK 300 @ 141.630004882812"
## [1] "2021-05-10 00:00:00 XLK -300 @ 135.520004272461"
## [1] "2021-05-10 00:00:00 XLK -300 @ 135.520004272461"
## [1] "2021-05-11 00:00:00 XLK 300 @ 135.110000610352"
## [1] "2021-05-11 00:00:00 XLK 300 @ 135.110000610352"
## [1] "2021-05-17 00:00:00 XLK -300 @ 134.979995727539"
## [1] "2021-05-17 00:00:00 XLK -300 @ 134.979995727539"
## [1] "2021-06-02 00:00:00 XLK 300 @ 138.669998168945"
## [1] "2021-06-02 00:00:00 XLK 300 @ 138.669998168945"
## [1] "2021-06-03 00:00:00 XLK -300 @ 137.380004882812"
## [1] "2021-06-03 00:00:00 XLK -300 @ 137.380004882812"
## [1] "2021-06-04 00:00:00 XLK 300 @ 140.020004272461"
## [1] "2021-06-04 00:00:00 XLK 300 @ 140.020004272461"
## [1] "2021-06-07 00:00:00 XLK -300 @ 139.990005493164"
## [1] "2021-06-07 00:00:00 XLK -300 @ 139.990005493164"
## [1] "2021-07-19 00:00:00 XLK 300 @ 148.229995727539"
## [1] "2021-07-19 00:00:00 XLK 300 @ 148.229995727539"
## [1] "2021-07-22 00:00:00 XLK -300 @ 153"
## [1] "2021-07-22 00:00:00 XLK -300 @ 153"
## [1] "2021-07-29 00:00:00 XLK 300 @ 153.5"
## [1] "2021-07-29 00:00:00 XLK 300 @ 153.5"
## [1] "2021-08-04 00:00:00 XLK -300 @ 154.139999389648"
## [1] "2021-08-04 00:00:00 XLK -300 @ 154.139999389648"
## [1] "2021-08-11 00:00:00 XLK 300 @ 153.270004272461"
## [1] "2021-08-11 00:00:00 XLK 300 @ 153.270004272461"
## [1] "2021-08-13 00:00:00 XLK -300 @ 154.990005493164"
## [1] "2021-08-13 00:00:00 XLK -300 @ 154.990005493164"
## [1] "2021-08-19 00:00:00 XLK 300 @ 153.759994506836"
## [1] "2021-08-19 00:00:00 XLK 300 @ 153.759994506836"
## [1] "2021-08-23 00:00:00 XLK -300 @ 157.75"
## [1] "2021-08-23 00:00:00 XLK -300 @ 157.75"
## [1] "2021-08-27 00:00:00 XLK 300 @ 158"
## [1] "2021-08-27 00:00:00 XLK 300 @ 158"
## [1] "2021-08-30 00:00:00 XLK -300 @ 159.699996948242"
## [1] "2021-08-30 00:00:00 XLK -300 @ 159.699996948242"
## [1] "2021-09-09 00:00:00 XLK 300 @ 158.190002441406"
## [1] "2021-09-09 00:00:00 XLK 300 @ 158.190002441406"
## [1] "2021-09-16 00:00:00 XLK -300 @ 157.940002441406"
## [1] "2021-09-16 00:00:00 XLK -300 @ 157.940002441406"
## [1] "2021-09-20 00:00:00 XLK 300 @ 152.380004882812"
## [1] "2021-09-20 00:00:00 XLK 300 @ 152.380004882812"
## [1] "2021-09-24 00:00:00 XLK -300 @ 156.710006713867"
## [1] "2021-09-24 00:00:00 XLK -300 @ 156.710006713867"
## [1] "2021-09-29 00:00:00 XLK 300 @ 150.399993896484"
## [1] "2021-09-29 00:00:00 XLK 300 @ 150.399993896484"
## [1] "2021-10-08 00:00:00 XLK -300 @ 151.960006713867"
## [1] "2021-10-08 00:00:00 XLK -300 @ 151.960006713867"
## [1] "2021-10-13 00:00:00 XLK 300 @ 151.259994506836"
## [1] "2021-10-13 00:00:00 XLK 300 @ 151.259994506836"
## [1] "2021-10-15 00:00:00 XLK -300 @ 155.910003662109"
## [1] "2021-10-15 00:00:00 XLK -300 @ 155.910003662109"
## [1] "2021-11-11 00:00:00 XLK 300 @ 165.300003051758"
## [1] "2021-11-11 00:00:00 XLK 300 @ 165.300003051758"
## [1] "2021-11-15 00:00:00 XLK -300 @ 167.139999389648"
## [1] "2021-11-15 00:00:00 XLK -300 @ 167.139999389648"
## [1] "2021-11-29 00:00:00 XLK 300 @ 170.139999389648"
## [1] "2021-11-29 00:00:00 XLK 300 @ 170.139999389648"
## [1] "2021-12-08 00:00:00 XLK -300 @ 173.309997558594"
## [1] "2021-12-08 00:00:00 XLK -300 @ 173.309997558594"
## [1] "2021-12-15 00:00:00 XLK 300 @ 173.940002441406"
## [1] "2021-12-15 00:00:00 XLK 300 @ 173.940002441406"
## [1] "2021-12-23 00:00:00 XLK -300 @ 172.940002441406"
## [1] "2021-12-23 00:00:00 XLK -300 @ 172.940002441406"
## [1] "2022-01-03 00:00:00 XLK 300 @ 175.520004272461"
## [1] "2022-01-03 00:00:00 XLK 300 @ 175.520004272461"
## [1] "2022-01-04 00:00:00 XLK -300 @ 173.660003662109"
## [1] "2022-01-04 00:00:00 XLK -300 @ 173.660003662109"
## [1] "2022-01-05 00:00:00 XLK 300 @ 168.320007324219"
## [1] "2022-01-05 00:00:00 XLK 300 @ 168.320007324219"
## [1] "2022-01-13 00:00:00 XLK -300 @ 164.369995117188"
## [1] "2022-01-13 00:00:00 XLK -300 @ 164.369995117188"
## [1] "2022-01-14 00:00:00 XLK 300 @ 165.759994506836"
## [1] "2022-01-14 00:00:00 XLK 300 @ 165.759994506836"
## [1] "2022-01-31 00:00:00 XLK -300 @ 161.970001220703"
## [1] "2022-01-31 00:00:00 XLK -300 @ 161.970001220703"
## [1] "2022-02-04 00:00:00 XLK 300 @ 159.600006103516"
## [1] "2022-02-04 00:00:00 XLK 300 @ 159.600006103516"
## [1] "2022-02-10 00:00:00 XLK -300 @ 159.770004272461"
## [1] "2022-02-10 00:00:00 XLK -300 @ 159.770004272461"
## [1] "2022-02-14 00:00:00 XLK 300 @ 154.839996337891"
## [1] "2022-02-14 00:00:00 XLK 300 @ 154.839996337891"
## [1] "2022-02-16 00:00:00 XLK -300 @ 158.75"
## [1] "2022-02-16 00:00:00 XLK -300 @ 158.75"
## [1] "2022-02-18 00:00:00 XLK 300 @ 152.440002441406"
## [1] "2022-02-18 00:00:00 XLK 300 @ 152.440002441406"
## [1] "2022-02-28 00:00:00 XLK -300 @ 154.070007324219"
## [1] "2022-02-28 00:00:00 XLK -300 @ 154.070007324219"
## [1] "2022-03-02 00:00:00 XLK 300 @ 154.259994506836"
## [1] "2022-03-02 00:00:00 XLK 300 @ 154.259994506836"
## [1] "2022-03-10 00:00:00 XLK -300 @ 146.639999389648"
## [1] "2022-03-10 00:00:00 XLK -300 @ 146.639999389648"
## [1] "2022-03-14 00:00:00 XLK 300 @ 141.389999389648"
## [1] "2022-03-14 00:00:00 XLK 300 @ 141.389999389648"
## [1] "2022-03-17 00:00:00 XLK -300 @ 151.960006713867"
## [1] "2022-03-17 00:00:00 XLK -300 @ 151.960006713867"
## [1] "2022-04-01 00:00:00 XLK 300 @ 158.460006713867"
## [1] "2022-04-01 00:00:00 XLK 300 @ 158.460006713867"
## [1] "2022-04-05 00:00:00 XLK -300 @ 158.070007324219"
## [1] "2022-04-05 00:00:00 XLK -300 @ 158.070007324219"
## [1] "2022-04-06 00:00:00 XLK 300 @ 154.330001831055"
## [1] "2022-04-06 00:00:00 XLK 300 @ 154.330001831055"
## [1] "2022-04-20 00:00:00 XLK -300 @ 149.740005493164"
## [1] "2022-04-20 00:00:00 XLK -300 @ 149.740005493164"
## [1] "2022-04-22 00:00:00 XLK 300 @ 143.080001831055"
## [1] "2022-04-22 00:00:00 XLK 300 @ 143.080001831055"
## [1] "2022-04-29 00:00:00 XLK -300 @ 141.419998168945"
## [1] "2022-04-29 00:00:00 XLK -300 @ 141.419998168945"
## [1] "2022-05-06 00:00:00 XLK 300 @ 140.570007324219"
## [1] "2022-05-06 00:00:00 XLK 300 @ 140.570007324219"
## [1] "2022-05-18 00:00:00 XLK -300 @ 132.220001220703"
## [1] "2022-05-18 00:00:00 XLK -300 @ 132.220001220703"
## [1] "2022-05-19 00:00:00 XLK 300 @ 130.770004272461"
## [1] "2022-05-19 00:00:00 XLK 300 @ 130.770004272461"
## [1] "2022-05-24 00:00:00 XLK -300 @ 132.080001831055"
## [1] "2022-05-24 00:00:00 XLK -300 @ 132.080001831055"
## [1] "2022-06-10 00:00:00 XLK 300 @ 131.089996337891"
## [1] "2022-06-10 00:00:00 XLK 300 @ 131.089996337891"
## [1] "2022-06-22 00:00:00 XLK -300 @ 126.919998168945"
## [1] "2022-06-22 00:00:00 XLK -300 @ 126.919998168945"
## [1] "2022-06-29 00:00:00 XLK 300 @ 128.839996337891"
## [1] "2022-06-29 00:00:00 XLK 300 @ 128.839996337891"
## [1] "2022-07-06 00:00:00 XLK -300 @ 130.119995117188"
## [1] "2022-07-06 00:00:00 XLK -300 @ 130.119995117188"
## [1] "2022-07-13 00:00:00 XLK 300 @ 128.910003662109"
## [1] "2022-07-13 00:00:00 XLK 300 @ 128.910003662109"
## [1] "2022-07-18 00:00:00 XLK -300 @ 131.100006103516"
## [1] "2022-07-18 00:00:00 XLK -300 @ 131.100006103516"
## [1] "2022-07-27 00:00:00 XLK 300 @ 139.910003662109"
## [1] "2022-07-27 00:00:00 XLK 300 @ 139.910003662109"
## [1] "2022-07-28 00:00:00 XLK -300 @ 142.039993286133"
## [1] "2022-07-28 00:00:00 XLK -300 @ 142.039993286133"
## [1] "2022-08-10 00:00:00 XLK 300 @ 148.25"
## [1] "2022-08-10 00:00:00 XLK 300 @ 148.25"
## [1] "2022-08-11 00:00:00 XLK -300 @ 147.669998168945"
## [1] "2022-08-11 00:00:00 XLK -300 @ 147.669998168945"
## [1] "2022-08-22 00:00:00 XLK 300 @ 143.979995727539"
## [1] "2022-08-22 00:00:00 XLK 300 @ 143.979995727539"
## [1] "2022-08-26 00:00:00 XLK -300 @ 139.880004882812"
## [1] "2022-08-26 00:00:00 XLK -300 @ 139.880004882812"
## [1] "2022-08-29 00:00:00 XLK 300 @ 138.029998779297"
## [1] "2022-08-29 00:00:00 XLK 300 @ 138.029998779297"
## [1] "2022-09-09 00:00:00 XLK -300 @ 137.199996948242"
## [1] "2022-09-09 00:00:00 XLK -300 @ 137.199996948242"
## [1] "2022-09-14 00:00:00 XLK 300 @ 132.479995727539"
## [1] "2022-09-14 00:00:00 XLK 300 @ 132.479995727539"
## [1] "2022-09-29 00:00:00 XLK -300 @ 121.099998474121"
## [1] "2022-09-29 00:00:00 XLK -300 @ 121.099998474121"
## [1] "2022-09-30 00:00:00 XLK 300 @ 118.779998779297"
## [1] "2022-09-30 00:00:00 XLK 300 @ 118.779998779297"
## [1] "2022-10-05 00:00:00 XLK -300 @ 126.98999786377"
## [1] "2022-10-05 00:00:00 XLK -300 @ 126.98999786377"
## [1] "2022-10-10 00:00:00 XLK 300 @ 118.73999786377"
## [1] "2022-10-10 00:00:00 XLK 300 @ 118.73999786377"
## [1] "2022-10-14 00:00:00 XLK -300 @ 116.800003051758"
## [1] "2022-10-14 00:00:00 XLK -300 @ 116.800003051758"
## [1] "2022-10-28 00:00:00 XLK 300 @ 129.580001831055"
## [1] "2022-10-28 00:00:00 XLK 300 @ 129.580001831055"
## [1] "2022-10-31 00:00:00 XLK -300 @ 127.870002746582"
## [1] "2022-10-31 00:00:00 XLK -300 @ 127.870002746582"
## [1] "2022-11-03 00:00:00 XLK 300 @ 118.819999694824"
## [1] "2022-11-03 00:00:00 XLK 300 @ 118.819999694824"
## [1] "2022-11-09 00:00:00 XLK -300 @ 120.959999084473"
## [1] "2022-11-09 00:00:00 XLK -300 @ 120.959999084473"
## [1] "2022-11-10 00:00:00 XLK 300 @ 130.899993896484"
## [1] "2022-11-10 00:00:00 XLK 300 @ 130.899993896484"
## [1] "2022-11-11 00:00:00 XLK -300 @ 133.139999389648"
## [1] "2022-11-11 00:00:00 XLK -300 @ 133.139999389648"
## [1] "2022-11-22 00:00:00 XLK 300 @ 133.199996948242"
## [1] "2022-11-22 00:00:00 XLK 300 @ 133.199996948242"
## [1] "2022-11-23 00:00:00 XLK -300 @ 134.380004882812"
## [1] "2022-11-23 00:00:00 XLK -300 @ 134.380004882812"
## [1] "2022-11-29 00:00:00 XLK 300 @ 129.460006713867"
## [1] "2022-11-29 00:00:00 XLK 300 @ 129.460006713867"
## [1] "2022-12-01 00:00:00 XLK -300 @ 136.149993896484"
## [1] "2022-12-01 00:00:00 XLK -300 @ 136.149993896484"
## [1] "2022-12-06 00:00:00 XLK 300 @ 130.259994506836"
## [1] "2022-12-06 00:00:00 XLK 300 @ 130.259994506836"
## [1] "2022-12-13 00:00:00 XLK -300 @ 135.350006103516"
## [1] "2022-12-13 00:00:00 XLK -300 @ 135.350006103516"
## [1] "2022-12-16 00:00:00 XLK 300 @ 127.480003356934"
## [1] "2022-12-16 00:00:00 XLK 300 @ 127.480003356934"
## [1] "2023-01-09 00:00:00 XLK -300 @ 126.180000305176"
## [1] "2023-01-09 00:00:00 XLK -300 @ 126.180000305176"
## [1] "2023-01-19 00:00:00 XLK 300 @ 127.879997253418"
## [1] "2023-01-19 00:00:00 XLK 300 @ 127.879997253418"
## [1] "2023-01-23 00:00:00 XLK -300 @ 134.330001831055"
## [1] "2023-01-23 00:00:00 XLK -300 @ 134.330001831055"
## [1] "2023-01-31 00:00:00 XLK 300 @ 135.960006713867"
## [1] "2023-01-31 00:00:00 XLK 300 @ 135.960006713867"
## [1] "2023-02-02 00:00:00 XLK -300 @ 142.960006713867"
## [1] "2023-02-02 00:00:00 XLK -300 @ 142.960006713867"
## [1] "2023-02-13 00:00:00 XLK 300 @ 142.809997558594"
## [1] "2023-02-13 00:00:00 XLK 300 @ 142.809997558594"
## [1] "2023-02-14 00:00:00 XLK -300 @ 143.419998168945"
## [1] "2023-02-14 00:00:00 XLK -300 @ 143.419998168945"
## [1] "2023-02-17 00:00:00 XLK 300 @ 139.820007324219"
## [1] "2023-02-17 00:00:00 XLK 300 @ 139.820007324219"
## [1] "2023-03-03 00:00:00 XLK -300 @ 140.139999389648"
## [1] "2023-03-03 00:00:00 XLK -300 @ 140.139999389648"
## [1] "2023-03-10 00:00:00 XLK 300 @ 135.770004272461"
## [1] "2023-03-10 00:00:00 XLK 300 @ 135.770004272461"
## [1] "2023-03-15 00:00:00 XLK -300 @ 139.740005493164"
## [1] "2023-03-15 00:00:00 XLK -300 @ 139.740005493164"
## [1] "2023-03-29 00:00:00 XLK 300 @ 147.169998168945"
## [1] "2023-03-29 00:00:00 XLK 300 @ 147.169998168945"
## [1] "2023-03-30 00:00:00 XLK -300 @ 148.880004882812"
## [1] "2023-03-30 00:00:00 XLK -300 @ 148.880004882812"
## [1] "2023-04-06 00:00:00 XLK 300 @ 149.070007324219"
## [1] "2023-04-06 00:00:00 XLK 300 @ 149.070007324219"
## [1] "2023-04-14 00:00:00 XLK -300 @ 148.649993896484"
## [1] "2023-04-14 00:00:00 XLK -300 @ 148.649993896484"
## [1] "2023-04-21 00:00:00 XLK 300 @ 147.759994506836"
## [1] "2023-04-21 00:00:00 XLK 300 @ 147.759994506836"
## [1] "2023-04-28 00:00:00 XLK -300 @ 150.830001831055"
## [1] "2023-04-28 00:00:00 XLK -300 @ 150.830001831055"
## [1] "2023-05-04 00:00:00 XLK 300 @ 147.539993286133"
## [1] "2023-05-04 00:00:00 XLK 300 @ 147.539993286133"
## [1] "2023-05-08 00:00:00 XLK -300 @ 151.160003662109"
## [1] "2023-05-08 00:00:00 XLK -300 @ 151.160003662109"
## [1] "2023-05-24 00:00:00 XLK 300 @ 154.309997558594"
## [1] "2023-05-24 00:00:00 XLK 300 @ 154.309997558594"
## [1] "2023-05-26 00:00:00 XLK -300 @ 164.779998779297"
## [1] "2023-05-26 00:00:00 XLK -300 @ 164.779998779297"
## [1] "2023-06-08 00:00:00 XLK 300 @ 165.190002441406"
## [1] "2023-06-08 00:00:00 XLK 300 @ 165.190002441406"
## [1] "2023-06-12 00:00:00 XLK -300 @ 169.619995117188"
## [1] "2023-06-12 00:00:00 XLK -300 @ 169.619995117188"
## [1] "2023-06-22 00:00:00 XLK 300 @ 170.5"
## [1] "2023-06-22 00:00:00 XLK 300 @ 170.5"
## [1] "2023-06-28 00:00:00 XLK -300 @ 170.839996337891"
## [1] "2023-06-28 00:00:00 XLK -300 @ 170.839996337891"
## [1] "2023-07-07 00:00:00 XLK 300 @ 171.210006713867"
## [1] "2023-07-07 00:00:00 XLK 300 @ 171.210006713867"
## [1] "2023-07-13 00:00:00 XLK -300 @ 176.25"
## [1] "2023-07-13 00:00:00 XLK -300 @ 176.25"
## [1] "2023-07-21 00:00:00 XLK 300 @ 176.130004882812"
## [1] "2023-07-21 00:00:00 XLK 300 @ 176.130004882812"
## [1] "2023-07-26 00:00:00 XLK -300 @ 176.059997558594"
## [1] "2023-07-26 00:00:00 XLK -300 @ 176.059997558594"
## [1] "2023-07-28 00:00:00 XLK 300 @ 177.940002441406"
## [1] "2023-07-28 00:00:00 XLK 300 @ 177.940002441406"
## [1] "2023-07-31 00:00:00 XLK -300 @ 178.350006103516"
## [1] "2023-07-31 00:00:00 XLK -300 @ 178.350006103516"
## [1] "2023-08-03 00:00:00 XLK 300 @ 173.520004272461"
## [1] "2023-08-03 00:00:00 XLK 300 @ 173.520004272461"
## [1] "2023-08-15 00:00:00 XLK -300 @ 167.889999389648"
## [1] "2023-08-15 00:00:00 XLK -300 @ 167.889999389648"
## [1] "2023-08-17 00:00:00 XLK 300 @ 164.710006713867"
## [1] "2023-08-17 00:00:00 XLK 300 @ 164.710006713867"
## [1] "2023-08-22 00:00:00 XLK -300 @ 167.919998168945"
## [1] "2023-08-22 00:00:00 XLK -300 @ 167.919998168945"
## [1] "2023-09-07 00:00:00 XLK 300 @ 172.429992675781"
## [1] "2023-09-07 00:00:00 XLK 300 @ 172.429992675781"
## [1] "2023-10-02 00:00:00 XLK -300 @ 165.690002441406"
## [1] "2023-10-02 00:00:00 XLK -300 @ 165.690002441406"
## [1] "2023-10-04 00:00:00 XLK 300 @ 164.910003662109"
## [1] "2023-10-04 00:00:00 XLK 300 @ 164.910003662109"
## [1] "2023-10-09 00:00:00 XLK -300 @ 169.089996337891"
## [1] "2023-10-09 00:00:00 XLK -300 @ 169.089996337891"
## [1] "2023-10-16 00:00:00 XLK 300 @ 170.25"
## [1] "2023-10-16 00:00:00 XLK 300 @ 170.25"
## [1] "2023-11-01 00:00:00 XLK -300 @ 167.179992675781"
## [1] "2023-11-01 00:00:00 XLK -300 @ 167.179992675781"
## [1] "2023-12-05 00:00:00 XLK 300 @ 184.419998168945"
## [1] "2023-12-05 00:00:00 XLK 300 @ 184.419998168945"
## [1] "2023-12-08 00:00:00 XLK -300 @ 186.660003662109"
## [1] "2023-12-08 00:00:00 XLK -300 @ 186.660003662109"
## [1] "2023-12-21 00:00:00 XLK 300 @ 191.800003051758"
## [1] "2023-12-21 00:00:00 XLK 300 @ 191.800003051758"
## [1] "2023-12-27 00:00:00 XLK -300 @ 192.839996337891"
## [1] "2023-12-27 00:00:00 XLK -300 @ 192.839996337891"
## [1] "2024-01-03 00:00:00 XLK 300 @ 185.529998779297"
## [1] "2024-01-03 00:00:00 XLK 300 @ 185.529998779297"
## [1] "2024-01-09 00:00:00 XLK -300 @ 189.039993286133"
## [1] "2024-01-09 00:00:00 XLK -300 @ 189.039993286133"
## [1] "2024-02-01 00:00:00 XLK 300 @ 200.169998168945"
## [1] "2024-02-01 00:00:00 XLK 300 @ 200.169998168945"
## [1] "2024-02-05 00:00:00 XLK -300 @ 202.699996948242"
## [1] "2024-02-05 00:00:00 XLK -300 @ 202.699996948242"
## [1] "2024-02-14 00:00:00 XLK 300 @ 204.880004882812"
## [1] "2024-02-14 00:00:00 XLK 300 @ 204.880004882812"
## [1] "2024-02-23 00:00:00 XLK -300 @ 205.289993286133"
## [1] "2024-02-23 00:00:00 XLK -300 @ 205.289993286133"
## [1] "2024-03-06 00:00:00 XLK 300 @ 207.210006713867"
## [1] "2024-03-06 00:00:00 XLK 300 @ 207.210006713867"
## [1] "2024-03-08 00:00:00 XLK -300 @ 207.350006103516"
## [1] "2024-03-08 00:00:00 XLK -300 @ 207.350006103516"
## [1] "2024-03-18 00:00:00 XLK 300 @ 206.300003051758"
## [1] "2024-03-18 00:00:00 XLK 300 @ 206.300003051758"
## [1] "2024-03-21 00:00:00 XLK -300 @ 209.839996337891"
## [1] "2024-03-21 00:00:00 XLK -300 @ 209.839996337891"
## [1] "2024-03-26 00:00:00 XLK 300 @ 207.660003662109"
## [1] "2024-03-26 00:00:00 XLK 300 @ 207.660003662109"
## [1] "2024-04-10 00:00:00 XLK -300 @ 204.710006713867"
## [1] "2024-04-10 00:00:00 XLK -300 @ 204.710006713867"
## [1] "2024-04-11 00:00:00 XLK 300 @ 208.800003051758"
## [1] "2024-04-11 00:00:00 XLK 300 @ 208.800003051758"
## [1] "2024-04-12 00:00:00 XLK -300 @ 205.419998168945"
## [1] "2024-04-12 00:00:00 XLK -300 @ 205.419998168945"
## [1] "2024-04-16 00:00:00 XLK 300 @ 201.759994506836"
## [1] "2024-04-16 00:00:00 XLK 300 @ 201.759994506836"
## [1] "2024-04-24 00:00:00 XLK -300 @ 198.029998779297"
## [1] "2024-04-24 00:00:00 XLK -300 @ 198.029998779297"
## [1] "2024-05-01 00:00:00 XLK 300 @ 194.259994506836"
## [1] "2024-05-01 00:00:00 XLK 300 @ 194.259994506836"
## [1] "2024-05-06 00:00:00 XLK -300 @ 204.929992675781"
## [1] "2024-05-06 00:00:00 XLK -300 @ 204.929992675781"
## [1] "2024-05-24 00:00:00 XLK 300 @ 215.190002441406"
## [1] "2024-05-24 00:00:00 XLK 300 @ 215.190002441406"
## [1] "2024-05-28 00:00:00 XLK -300 @ 216.100006103516"
## [1] "2024-05-28 00:00:00 XLK -300 @ 216.100006103516"
## [1] "2024-05-31 00:00:00 XLK 300 @ 210.160003662109"
## [1] "2024-05-31 00:00:00 XLK 300 @ 210.160003662109"
## [1] "2024-06-06 00:00:00 XLK -300 @ 215.100006103516"
## [1] "2024-06-06 00:00:00 XLK -300 @ 215.100006103516"
## [1] "2024-06-24 00:00:00 XLK 300 @ 222.419998168945"
## [1] "2024-06-24 00:00:00 XLK 300 @ 222.419998168945"
## [1] "2024-07-02 00:00:00 XLK -300 @ 229.080001831055"
## [1] "2024-07-02 00:00:00 XLK -300 @ 229.080001831055"
## [1] "2024-07-12 00:00:00 XLK 300 @ 233.800003051758"
## [1] "2024-07-12 00:00:00 XLK 300 @ 233.800003051758"
## [1] "2024-08-01 00:00:00 XLK -300 @ 210.639999389648"
## [1] "2024-08-01 00:00:00 XLK -300 @ 210.639999389648"
## [1] "2024-08-05 00:00:00 XLK 300 @ 197.899993896484"
## [1] "2024-08-05 00:00:00 XLK 300 @ 197.899993896484"
## [1] "2024-08-09 00:00:00 XLK -300 @ 205.630004882812"
## [1] "2024-08-09 00:00:00 XLK -300 @ 205.630004882812"
## [1] "2024-08-23 00:00:00 XLK 300 @ 223.960006713867"
## [1] "2024-08-23 00:00:00 XLK 300 @ 223.960006713867"
## [1] "2024-09-11 00:00:00 XLK -300 @ 217.539993286133"
## [1] "2024-09-11 00:00:00 XLK -300 @ 217.539993286133"
## [1] "2024-09-19 00:00:00 XLK 300 @ 223.619995117188"
## [1] "2024-09-19 00:00:00 XLK 300 @ 223.619995117188"
## [1] "2024-09-20 00:00:00 XLK -300 @ 222.529998779297"
## [1] "2024-09-20 00:00:00 XLK -300 @ 222.529998779297"
## [1] "2024-10-02 00:00:00 XLK 300 @ 221.889999389648"
## [1] "2024-10-02 00:00:00 XLK 300 @ 221.889999389648"
## [1] "2024-10-07 00:00:00 XLK -300 @ 223.740005493164"
## [1] "2024-10-07 00:00:00 XLK -300 @ 223.740005493164"
## [1] "2024-10-16 00:00:00 XLK 300 @ 229.389999389648"
## [1] "2024-10-16 00:00:00 XLK 300 @ 229.389999389648"
## [1] "2024-10-21 00:00:00 XLK -300 @ 231.990005493164"
## [1] "2024-10-21 00:00:00 XLK -300 @ 231.990005493164"
## [1] "2024-10-24 00:00:00 XLK 300 @ 229.100006103516"
## [1] "2024-10-24 00:00:00 XLK 300 @ 229.100006103516"
## [1] "2024-10-30 00:00:00 XLK -300 @ 229.610000610352"
## [1] "2024-10-30 00:00:00 XLK -300 @ 229.610000610352"
## [1] "2024-11-01 00:00:00 XLK 300 @ 223.910003662109"
## [1] "2024-11-01 00:00:00 XLK 300 @ 223.910003662109"
## [1] "2024-11-06 00:00:00 XLK -300 @ 233.350006103516"
## [1] "2024-11-06 00:00:00 XLK -300 @ 233.350006103516"
## [1] "2024-11-15 00:00:00 XLK 300 @ 228.710006713867"
## [1] "2024-11-15 00:00:00 XLK 300 @ 228.710006713867"
## [1] "2024-11-22 00:00:00 XLK -300 @ 233.600006103516"
## [1] "2024-11-22 00:00:00 XLK -300 @ 233.600006103516"
## [1] "2024-11-29 00:00:00 XLK 300 @ 233.729995727539"
## [1] "2024-11-29 00:00:00 XLK 300 @ 233.729995727539"
## [1] "2024-12-03 00:00:00 XLK -300 @ 236.800003051758"
## [1] "2024-12-03 00:00:00 XLK -300 @ 236.800003051758"
## [1] "2024-12-11 00:00:00 XLK 300 @ 239.369995117188"
## [1] "2024-12-11 00:00:00 XLK 300 @ 239.369995117188"
## [1] "2024-12-17 00:00:00 XLK -300 @ 239.979995727539"
## [1] "2024-12-17 00:00:00 XLK -300 @ 239.979995727539"
## [1] "2024-12-19 00:00:00 XLK 300 @ 232.490005493164"
## [1] "2024-12-19 00:00:00 XLK 300 @ 232.490005493164"
## [1] "2024-12-24 00:00:00 XLK -300 @ 240.529998779297"
## [1] "2024-12-24 00:00:00 XLK -300 @ 240.529998779297"
## [1] "2024-12-30 00:00:00 XLK 300 @ 234.470001220703"
## [1] "2024-12-30 00:00:00 XLK 300 @ 234.470001220703"
## [1] "2025-01-06 00:00:00 XLK -300 @ 238.75"
## [1] "2025-01-06 00:00:00 XLK -300 @ 238.75"
## [1] "2025-01-13 00:00:00 XLK 300 @ 227.160003662109"
## [1] "2025-01-13 00:00:00 XLK 300 @ 227.160003662109"
## [1] "2025-01-16 00:00:00 XLK -300 @ 230.5"
## [1] "2025-01-16 00:00:00 XLK -300 @ 230.5"
## [1] "2025-01-28 00:00:00 XLK 300 @ 233.639999389648"
## [1] "2025-01-28 00:00:00 XLK 300 @ 233.639999389648"
## [1] "2025-02-06 00:00:00 XLK -300 @ 234.830001831055"
## [1] "2025-02-06 00:00:00 XLK -300 @ 234.830001831055"
## [1] "2025-02-24 00:00:00 XLK 300 @ 231.509994506836"
## [1] "2025-02-24 00:00:00 XLK 300 @ 231.509994506836"
## [1] "2025-03-17 00:00:00 XLK -300 @ 215.429992675781"
## [1] "2025-03-17 00:00:00 XLK -300 @ 215.429992675781"
## [1] "2025-03-27 00:00:00 XLK 300 @ 211.509994506836"
## [1] "2025-03-27 00:00:00 XLK 300 @ 211.509994506836"
## [1] "2025-04-03 00:00:00 XLK -300 @ 195.229995727539"
## [1] "2025-04-03 00:00:00 XLK -300 @ 195.229995727539"
## [1] "2025-04-04 00:00:00 XLK 300 @ 182.369995117188"
## [1] "2025-04-04 00:00:00 XLK 300 @ 182.369995117188"
## [1] "2025-04-10 00:00:00 XLK -300 @ 194.369995117188"
## [1] "2025-04-10 00:00:00 XLK -300 @ 194.369995117188"
## [1] "2025-04-17 00:00:00 XLK 300 @ 192.860000610352"
## [1] "2025-04-17 00:00:00 XLK 300 @ 192.860000610352"
## [1] "2025-04-24 00:00:00 XLK -300 @ 205.429992675781"
## [1] "2025-04-24 00:00:00 XLK -300 @ 205.429992675781"
## [1] "2025-05-22 00:00:00 XLK 300 @ 229.339996337891"
## [1] "2025-05-22 00:00:00 XLK 300 @ 229.339996337891"
## [1] "2025-05-28 00:00:00 XLK -300 @ 231.240005493164"
## [1] "2025-05-28 00:00:00 XLK -300 @ 231.240005493164"
## [1] "2025-06-16 00:00:00 XLK 300 @ 243.039993286133"
## [1] "2025-06-16 00:00:00 XLK 300 @ 243.039993286133"
## [1] "2025-06-17 00:00:00 XLK -300 @ 241.320007324219"
## [1] "2025-06-17 00:00:00 XLK -300 @ 241.320007324219"
## [1] "2025-06-23 00:00:00 XLK 300 @ 242.880004882812"
## [1] "2025-06-23 00:00:00 XLK 300 @ 242.880004882812"
## [1] "2025-06-24 00:00:00 XLK -300 @ 247.240005493164"
## [1] "2025-06-24 00:00:00 XLK -300 @ 247.240005493164"
## [1] "1998-12-30 00:00:00 XLP -300 @ 27.359375"
## [1] "1999-01-05 00:00:00 XLP 300 @ 27.140625"
## [1] "1999-01-05 00:00:00 XLP 300 @ 27.140625"
## [1] "1999-01-07 00:00:00 XLP -300 @ 27.15625"
## [1] "1999-01-07 00:00:00 XLP -300 @ 27.15625"
## [1] "1999-01-11 00:00:00 XLP 300 @ 26.5"
## [1] "1999-01-11 00:00:00 XLP 300 @ 26.5"
## [1] "1999-01-27 00:00:00 XLP -300 @ 26.265625"
## [1] "1999-01-27 00:00:00 XLP -300 @ 26.265625"
## [1] "1999-02-08 00:00:00 XLP 300 @ 26.234375"
## [1] "1999-02-08 00:00:00 XLP 300 @ 26.234375"
## [1] "1999-02-12 00:00:00 XLP -300 @ 26.171875"
## [1] "1999-02-12 00:00:00 XLP -300 @ 26.171875"
## [1] "1999-02-26 00:00:00 XLP 300 @ 26.515625"
## [1] "1999-02-26 00:00:00 XLP 300 @ 26.515625"
## [1] "1999-03-05 00:00:00 XLP -300 @ 27.078125"
## [1] "1999-03-05 00:00:00 XLP -300 @ 27.078125"
## [1] "1999-03-11 00:00:00 XLP 300 @ 27.203125"
## [1] "1999-03-11 00:00:00 XLP 300 @ 27.203125"
## [1] "1999-03-15 00:00:00 XLP -300 @ 27.671875"
## [1] "1999-03-15 00:00:00 XLP -300 @ 27.671875"
## [1] "1999-03-18 00:00:00 XLP 300 @ 27.796875"
## [1] "1999-03-18 00:00:00 XLP 300 @ 27.796875"
## [1] "1999-03-30 00:00:00 XLP -300 @ 27.03125"
## [1] "1999-03-30 00:00:00 XLP -300 @ 27.03125"
## [1] "1999-04-01 00:00:00 XLP 300 @ 26.484375"
## [1] "1999-04-01 00:00:00 XLP 300 @ 26.484375"
## [1] "1999-04-09 00:00:00 XLP -300 @ 26.96875"
## [1] "1999-04-09 00:00:00 XLP -300 @ 26.96875"
## [1] "1999-04-15 00:00:00 XLP 300 @ 26.03125"
## [1] "1999-04-15 00:00:00 XLP 300 @ 26.03125"
## [1] "1999-04-22 00:00:00 XLP -300 @ 26.65625"
## [1] "1999-04-22 00:00:00 XLP -300 @ 26.65625"
## [1] "1999-04-29 00:00:00 XLP 300 @ 25.859375"
## [1] "1999-04-29 00:00:00 XLP 300 @ 25.859375"
## [1] "1999-05-13 00:00:00 XLP -300 @ 26.21875"
## [1] "1999-05-13 00:00:00 XLP -300 @ 26.21875"
## [1] "1999-05-17 00:00:00 XLP 300 @ 25.921875"
## [1] "1999-05-17 00:00:00 XLP 300 @ 25.921875"
## [1] "1999-05-21 00:00:00 XLP -300 @ 25.921875"
## [1] "1999-05-21 00:00:00 XLP -300 @ 25.921875"
## [1] "1999-05-25 00:00:00 XLP 300 @ 25"
## [1] "1999-05-25 00:00:00 XLP 300 @ 25"
## [1] "1999-06-01 00:00:00 XLP -300 @ 25.34375"
## [1] "1999-06-01 00:00:00 XLP -300 @ 25.34375"
## [1] "1999-06-03 00:00:00 XLP 300 @ 25.1875"
## [1] "1999-06-03 00:00:00 XLP 300 @ 25.1875"
## [1] "1999-06-07 00:00:00 XLP -300 @ 25.84375"
## [1] "1999-06-07 00:00:00 XLP -300 @ 25.84375"
## [1] "1999-06-10 00:00:00 XLP 300 @ 24.875"
## [1] "1999-06-10 00:00:00 XLP 300 @ 24.875"
## [1] "1999-06-17 00:00:00 XLP -300 @ 25.15625"
## [1] "1999-06-17 00:00:00 XLP -300 @ 25.15625"
## [1] "1999-06-22 00:00:00 XLP 300 @ 24.90625"
## [1] "1999-06-22 00:00:00 XLP 300 @ 24.90625"
## [1] "1999-06-30 00:00:00 XLP -300 @ 25.59375"
## [1] "1999-06-30 00:00:00 XLP -300 @ 25.59375"
## [1] "1999-07-09 00:00:00 XLP 300 @ 25.671875"
## [1] "1999-07-09 00:00:00 XLP 300 @ 25.671875"
## [1] "1999-07-16 00:00:00 XLP -300 @ 25.875"
## [1] "1999-07-16 00:00:00 XLP -300 @ 25.875"
## [1] "1999-07-20 00:00:00 XLP 300 @ 25.4375"
## [1] "1999-07-20 00:00:00 XLP 300 @ 25.4375"
## [1] "1999-08-13 00:00:00 XLP -300 @ 24.25"
## [1] "1999-08-13 00:00:00 XLP -300 @ 24.25"
## [1] "1999-08-19 00:00:00 XLP 300 @ 24.328125"
## [1] "1999-08-19 00:00:00 XLP 300 @ 24.328125"
## [1] "1999-08-23 00:00:00 XLP -300 @ 25.359375"
## [1] "1999-08-23 00:00:00 XLP -300 @ 25.359375"
## [1] "1999-09-01 00:00:00 XLP 300 @ 24.96875"
## [1] "1999-09-01 00:00:00 XLP 300 @ 24.96875"
## [1] "1999-09-07 00:00:00 XLP -300 @ 25.1875"
## [1] "1999-09-07 00:00:00 XLP -300 @ 25.1875"
## [1] "1999-09-10 00:00:00 XLP 300 @ 24.875"
## [1] "1999-09-10 00:00:00 XLP 300 @ 24.875"
## [1] "1999-10-04 00:00:00 XLP -300 @ 23.390625"
## [1] "1999-10-04 00:00:00 XLP -300 @ 23.390625"
## [1] "1999-10-14 00:00:00 XLP 300 @ 23.625"
## [1] "1999-10-14 00:00:00 XLP 300 @ 23.625"
## [1] "1999-10-20 00:00:00 XLP -300 @ 24.265625"
## [1] "1999-10-20 00:00:00 XLP -300 @ 24.265625"
## [1] "1999-10-27 00:00:00 XLP 300 @ 24.296875"
## [1] "1999-10-27 00:00:00 XLP 300 @ 24.296875"
## [1] "1999-10-29 00:00:00 XLP -300 @ 24.828125"
## [1] "1999-10-29 00:00:00 XLP -300 @ 24.828125"
## [1] "1999-11-03 00:00:00 XLP 300 @ 25.015625"
## [1] "1999-11-03 00:00:00 XLP 300 @ 25.015625"
## [1] "1999-11-04 00:00:00 XLP -300 @ 24.90625"
## [1] "1999-11-04 00:00:00 XLP -300 @ 24.90625"
## [1] "1999-11-10 00:00:00 XLP 300 @ 24.640625"
## [1] "1999-11-10 00:00:00 XLP 300 @ 24.640625"
## [1] "1999-11-15 00:00:00 XLP -300 @ 24.703125"
## [1] "1999-11-15 00:00:00 XLP -300 @ 24.703125"
## [1] "1999-12-01 00:00:00 XLP 300 @ 24.8125"
## [1] "1999-12-01 00:00:00 XLP 300 @ 24.8125"
## [1] "1999-12-06 00:00:00 XLP -300 @ 24.390625"
## [1] "1999-12-06 00:00:00 XLP -300 @ 24.390625"
## [1] "1999-12-07 00:00:00 XLP 300 @ 24"
## [1] "1999-12-07 00:00:00 XLP 300 @ 24"
## [1] "1999-12-16 00:00:00 XLP -300 @ 23"
## [1] "1999-12-16 00:00:00 XLP -300 @ 23"
## [1] "1999-12-17 00:00:00 XLP 300 @ 23"
## [1] "1999-12-17 00:00:00 XLP 300 @ 23"
## [1] "1999-12-27 00:00:00 XLP -300 @ 23.46875"
## [1] "1999-12-27 00:00:00 XLP -300 @ 23.46875"
## [1] "1999-12-30 00:00:00 XLP 300 @ 23.015625"
## [1] "1999-12-30 00:00:00 XLP 300 @ 23.015625"
## [1] "2000-01-07 00:00:00 XLP -300 @ 24.375"
## [1] "2000-01-07 00:00:00 XLP -300 @ 24.375"
## [1] "2000-01-19 00:00:00 XLP 300 @ 23.921875"
## [1] "2000-01-19 00:00:00 XLP 300 @ 23.921875"
## [1] "2000-01-28 00:00:00 XLP -300 @ 22.8125"
## [1] "2000-01-28 00:00:00 XLP -300 @ 22.8125"
## [1] "2000-02-04 00:00:00 XLP 300 @ 22.71875"
## [1] "2000-02-04 00:00:00 XLP 300 @ 22.71875"
## [1] "2000-02-09 00:00:00 XLP -300 @ 22.765625"
## [1] "2000-02-09 00:00:00 XLP -300 @ 22.765625"
## [1] "2000-02-11 00:00:00 XLP 300 @ 21.578125"
## [1] "2000-02-11 00:00:00 XLP 300 @ 21.578125"
## [1] "2000-02-16 00:00:00 XLP -300 @ 21.859375"
## [1] "2000-02-16 00:00:00 XLP -300 @ 21.859375"
## [1] "2000-02-18 00:00:00 XLP 300 @ 21.28125"
## [1] "2000-02-18 00:00:00 XLP 300 @ 21.28125"
## [1] "2000-03-10 00:00:00 XLP -300 @ 19.578125"
## [1] "2000-03-10 00:00:00 XLP -300 @ 19.578125"
## [1] "2000-03-14 00:00:00 XLP 300 @ 19.15625"
## [1] "2000-03-14 00:00:00 XLP 300 @ 19.15625"
## [1] "2000-03-16 00:00:00 XLP -300 @ 21.25"
## [1] "2000-03-16 00:00:00 XLP -300 @ 21.25"
## [1] "2000-03-27 00:00:00 XLP 300 @ 20.3125"
## [1] "2000-03-27 00:00:00 XLP 300 @ 20.3125"
## [1] "2000-03-30 00:00:00 XLP -300 @ 21.328125"
## [1] "2000-03-30 00:00:00 XLP -300 @ 21.328125"
## [1] "2000-04-10 00:00:00 XLP 300 @ 22.359375"
## [1] "2000-04-10 00:00:00 XLP 300 @ 22.359375"
## [1] "2000-04-12 00:00:00 XLP -300 @ 23.015625"
## [1] "2000-04-12 00:00:00 XLP -300 @ 23.015625"
## [1] "2000-04-17 00:00:00 XLP 300 @ 22.359375"
## [1] "2000-04-17 00:00:00 XLP 300 @ 22.359375"
## [1] "2000-04-20 00:00:00 XLP -300 @ 22.75"
## [1] "2000-04-20 00:00:00 XLP -300 @ 22.75"
## [1] "2000-05-01 00:00:00 XLP 300 @ 22.625"
## [1] "2000-05-01 00:00:00 XLP 300 @ 22.625"
## [1] "2000-05-08 00:00:00 XLP -300 @ 23.703125"
## [1] "2000-05-08 00:00:00 XLP -300 @ 23.703125"
## [1] "2000-05-15 00:00:00 XLP 300 @ 23.890625"
## [1] "2000-05-15 00:00:00 XLP 300 @ 23.890625"
## [1] "2000-05-16 00:00:00 XLP -300 @ 23.78125"
## [1] "2000-05-16 00:00:00 XLP -300 @ 23.78125"
## [1] "2000-05-24 00:00:00 XLP 300 @ 24.296875"
## [1] "2000-05-24 00:00:00 XLP 300 @ 24.296875"
## [1] "2000-05-25 00:00:00 XLP -300 @ 24.234375"
## [1] "2000-05-25 00:00:00 XLP -300 @ 24.234375"
## [1] "2000-06-01 00:00:00 XLP 300 @ 24"
## [1] "2000-06-01 00:00:00 XLP 300 @ 24"
## [1] "2000-06-08 00:00:00 XLP -300 @ 23.46875"
## [1] "2000-06-08 00:00:00 XLP -300 @ 23.46875"
## [1] "2000-06-21 00:00:00 XLP 300 @ 24.3125"
## [1] "2000-06-21 00:00:00 XLP 300 @ 24.3125"
## [1] "2000-06-27 00:00:00 XLP -300 @ 24.75"
## [1] "2000-06-27 00:00:00 XLP -300 @ 24.75"
## [1] "2000-07-10 00:00:00 XLP 300 @ 25.4375"
## [1] "2000-07-10 00:00:00 XLP 300 @ 25.4375"
## [1] "2000-07-11 00:00:00 XLP -300 @ 25.453125"
## [1] "2000-07-11 00:00:00 XLP -300 @ 25.453125"
## [1] "2000-07-13 00:00:00 XLP 300 @ 24.5625"
## [1] "2000-07-13 00:00:00 XLP 300 @ 24.5625"
## [1] "2000-07-25 00:00:00 XLP -300 @ 24.1875"
## [1] "2000-07-25 00:00:00 XLP -300 @ 24.1875"
## [1] "2000-08-08 00:00:00 XLP 300 @ 24.859375"
## [1] "2000-08-08 00:00:00 XLP 300 @ 24.859375"
## [1] "2000-08-17 00:00:00 XLP -300 @ 24.578125"
## [1] "2000-08-17 00:00:00 XLP -300 @ 24.578125"
## [1] "2000-08-21 00:00:00 XLP 300 @ 24.53125"
## [1] "2000-08-21 00:00:00 XLP 300 @ 24.53125"
## [1] "2000-08-24 00:00:00 XLP -300 @ 24.4375"
## [1] "2000-08-24 00:00:00 XLP -300 @ 24.4375"
## [1] "2000-08-30 00:00:00 XLP 300 @ 23.96875"
## [1] "2000-08-30 00:00:00 XLP 300 @ 23.96875"
## [1] "2000-09-12 00:00:00 XLP -300 @ 24"
## [1] "2000-09-12 00:00:00 XLP -300 @ 24"
## [1] "2000-09-15 00:00:00 XLP 300 @ 23.625"
## [1] "2000-09-15 00:00:00 XLP 300 @ 23.625"
## [1] "2000-09-22 00:00:00 XLP -300 @ 24.9375"
## [1] "2000-09-22 00:00:00 XLP -300 @ 24.9375"
## [1] "2000-10-05 00:00:00 XLP 300 @ 25.3125"
## [1] "2000-10-05 00:00:00 XLP 300 @ 25.3125"
## [1] "2000-10-06 00:00:00 XLP -300 @ 25.171875"
## [1] "2000-10-06 00:00:00 XLP -300 @ 25.171875"
## [1] "2000-10-16 00:00:00 XLP 300 @ 25.59375"
## [1] "2000-10-16 00:00:00 XLP 300 @ 25.59375"
## [1] "2000-10-17 00:00:00 XLP -300 @ 25.8125"
## [1] "2000-10-17 00:00:00 XLP -300 @ 25.8125"
## [1] "2000-10-20 00:00:00 XLP 300 @ 25.5"
## [1] "2000-10-20 00:00:00 XLP 300 @ 25.5"
## [1] "2000-10-24 00:00:00 XLP -300 @ 25.84375"
## [1] "2000-10-24 00:00:00 XLP -300 @ 25.84375"
## [1] "2000-11-03 00:00:00 XLP 300 @ 26.34375"
## [1] "2000-11-03 00:00:00 XLP 300 @ 26.34375"
## [1] "2000-11-07 00:00:00 XLP -300 @ 26.578125"
## [1] "2000-11-07 00:00:00 XLP -300 @ 26.578125"
## [1] "2000-11-14 00:00:00 XLP 300 @ 26.875"
## [1] "2000-11-14 00:00:00 XLP 300 @ 26.875"
## [1] "2000-11-22 00:00:00 XLP -300 @ 27.28125"
## [1] "2000-11-22 00:00:00 XLP -300 @ 27.28125"
## [1] "2000-11-27 00:00:00 XLP 300 @ 27.546875"
## [1] "2000-11-27 00:00:00 XLP 300 @ 27.546875"
## [1] "2000-11-28 00:00:00 XLP -300 @ 27.84375"
## [1] "2000-11-28 00:00:00 XLP -300 @ 27.84375"
## [1] "2000-12-04 00:00:00 XLP 300 @ 27.75"
## [1] "2000-12-04 00:00:00 XLP 300 @ 27.75"
## [1] "2000-12-14 00:00:00 XLP -300 @ 27.421875"
## [1] "2000-12-14 00:00:00 XLP -300 @ 27.421875"
## [1] "2000-12-26 00:00:00 XLP 300 @ 28.046875"
## [1] "2000-12-26 00:00:00 XLP 300 @ 28.046875"
## [1] "2000-12-27 00:00:00 XLP -300 @ 28.234375"
## [1] "2000-12-27 00:00:00 XLP -300 @ 28.234375"
## [1] "2001-01-03 00:00:00 XLP 300 @ 26.890625"
## [1] "2001-01-03 00:00:00 XLP 300 @ 26.890625"
## [1] "2001-01-24 00:00:00 XLP -300 @ 26.046875"
## [1] "2001-01-24 00:00:00 XLP -300 @ 26.046875"
## [1] "2001-01-30 00:00:00 XLP 300 @ 26.4099998474121"
## [1] "2001-01-30 00:00:00 XLP 300 @ 26.4099998474121"
## [1] "2001-02-01 00:00:00 XLP -300 @ 26.7099990844727"
## [1] "2001-02-01 00:00:00 XLP -300 @ 26.7099990844727"
## [1] "2001-02-15 00:00:00 XLP 300 @ 26.5400009155273"
## [1] "2001-02-15 00:00:00 XLP 300 @ 26.5400009155273"
## [1] "2001-03-01 00:00:00 XLP -300 @ 26.3899993896484"
## [1] "2001-03-01 00:00:00 XLP -300 @ 26.3899993896484"
## [1] "2001-03-02 00:00:00 XLP 300 @ 26.6399993896484"
## [1] "2001-03-02 00:00:00 XLP 300 @ 26.6399993896484"
## [1] "2001-03-27 00:00:00 XLP -300 @ 24.5699996948242"
## [1] "2001-03-27 00:00:00 XLP -300 @ 24.5699996948242"
## [1] "2001-04-03 00:00:00 XLP 300 @ 23.9400005340576"
## [1] "2001-04-03 00:00:00 XLP 300 @ 23.9400005340576"
## [1] "2001-04-06 00:00:00 XLP -300 @ 24.4200000762939"
## [1] "2001-04-06 00:00:00 XLP -300 @ 24.4200000762939"
## [1] "2001-04-12 00:00:00 XLP 300 @ 24.4500007629395"
## [1] "2001-04-12 00:00:00 XLP 300 @ 24.4500007629395"
## [1] "2001-04-18 00:00:00 XLP -300 @ 24.75"
## [1] "2001-04-18 00:00:00 XLP -300 @ 24.75"
## [1] "2001-04-23 00:00:00 XLP 300 @ 24.5"
## [1] "2001-04-23 00:00:00 XLP 300 @ 24.5"
## [1] "2001-04-26 00:00:00 XLP -300 @ 24.9200000762939"
## [1] "2001-04-26 00:00:00 XLP -300 @ 24.9200000762939"
## [1] "2001-05-14 00:00:00 XLP 300 @ 25.3999996185303"
## [1] "2001-05-14 00:00:00 XLP 300 @ 25.3999996185303"
## [1] "2001-05-17 00:00:00 XLP -300 @ 26.1499996185303"
## [1] "2001-05-17 00:00:00 XLP -300 @ 26.1499996185303"
## [1] "2001-05-23 00:00:00 XLP 300 @ 25.5"
## [1] "2001-05-23 00:00:00 XLP 300 @ 25.5"
## [1] "2001-05-31 00:00:00 XLP -300 @ 25.5699996948242"
## [1] "2001-05-31 00:00:00 XLP -300 @ 25.5699996948242"
## [1] "2001-06-12 00:00:00 XLP 300 @ 25.7700004577637"
## [1] "2001-06-12 00:00:00 XLP 300 @ 25.7700004577637"
## [1] "2001-06-21 00:00:00 XLP -300 @ 25.8400001525879"
## [1] "2001-06-21 00:00:00 XLP -300 @ 25.8400001525879"
## [1] "2001-06-25 00:00:00 XLP 300 @ 24.9899997711182"
## [1] "2001-06-25 00:00:00 XLP 300 @ 24.9899997711182"
## [1] "2001-07-18 00:00:00 XLP -300 @ 25.1800003051758"
## [1] "2001-07-18 00:00:00 XLP -300 @ 25.1800003051758"
## [1] "2001-07-25 00:00:00 XLP 300 @ 24.6800003051758"
## [1] "2001-07-25 00:00:00 XLP 300 @ 24.6800003051758"
## [1] "2001-07-31 00:00:00 XLP -300 @ 25.0499992370605"
## [1] "2001-07-31 00:00:00 XLP -300 @ 25.0499992370605"
## [1] "2001-08-03 00:00:00 XLP 300 @ 25.0799999237061"
## [1] "2001-08-03 00:00:00 XLP 300 @ 25.0799999237061"
## [1] "2001-08-06 00:00:00 XLP -300 @ 24.9500007629395"
## [1] "2001-08-06 00:00:00 XLP -300 @ 24.9500007629395"
## [1] "2001-08-09 00:00:00 XLP 300 @ 24.9799995422363"
## [1] "2001-08-09 00:00:00 XLP 300 @ 24.9799995422363"
## [1] "2001-08-13 00:00:00 XLP -300 @ 25.2900009155273"
## [1] "2001-08-13 00:00:00 XLP -300 @ 25.2900009155273"
## [1] "2001-08-29 00:00:00 XLP 300 @ 25.25"
## [1] "2001-08-29 00:00:00 XLP 300 @ 25.25"
## [1] "2001-09-06 00:00:00 XLP -300 @ 25.2999992370605"
## [1] "2001-09-06 00:00:00 XLP -300 @ 25.2999992370605"
## [1] "2001-09-10 00:00:00 XLP 300 @ 25.4500007629395"
## [1] "2001-09-10 00:00:00 XLP 300 @ 25.4500007629395"
## [1] "2001-09-27 00:00:00 XLP -300 @ 24.8400001525879"
## [1] "2001-09-27 00:00:00 XLP -300 @ 24.8400001525879"
## [1] "2001-10-18 00:00:00 XLP 300 @ 25.2999992370605"
## [1] "2001-10-18 00:00:00 XLP 300 @ 25.2999992370605"
## [1] "2001-10-22 00:00:00 XLP -300 @ 25.8500003814697"
## [1] "2001-10-22 00:00:00 XLP -300 @ 25.8500003814697"
## [1] "2001-10-30 00:00:00 XLP 300 @ 25.1900005340576"
## [1] "2001-10-30 00:00:00 XLP 300 @ 25.1900005340576"
## [1] "2001-11-02 00:00:00 XLP -300 @ 25.4400005340576"
## [1] "2001-11-02 00:00:00 XLP -300 @ 25.4400005340576"
## [1] "2001-11-09 00:00:00 XLP 300 @ 25.3899993896484"
## [1] "2001-11-09 00:00:00 XLP 300 @ 25.3899993896484"
## [1] "2001-11-19 00:00:00 XLP -300 @ 25.75"
## [1] "2001-11-19 00:00:00 XLP -300 @ 25.75"
## [1] "2001-11-28 00:00:00 XLP 300 @ 25.5499992370605"
## [1] "2001-11-28 00:00:00 XLP 300 @ 25.5499992370605"
## [1] "2001-12-18 00:00:00 XLP -300 @ 25.2399997711182"
## [1] "2001-12-18 00:00:00 XLP -300 @ 25.2399997711182"
## [1] "2001-12-31 00:00:00 XLP 300 @ 25.3999996185303"
## [1] "2001-12-31 00:00:00 XLP 300 @ 25.3999996185303"
## [1] "2002-01-14 00:00:00 XLP -300 @ 25.2299995422363"
## [1] "2002-01-14 00:00:00 XLP -300 @ 25.2299995422363"
## [1] "2002-01-17 00:00:00 XLP 300 @ 25.25"
## [1] "2002-01-17 00:00:00 XLP 300 @ 25.25"
## [1] "2002-01-23 00:00:00 XLP -300 @ 25.5200004577637"
## [1] "2002-01-23 00:00:00 XLP -300 @ 25.5200004577637"
## [1] "2002-01-25 00:00:00 XLP 300 @ 25.1000003814697"
## [1] "2002-01-25 00:00:00 XLP 300 @ 25.1000003814697"
## [1] "2002-02-01 00:00:00 XLP -300 @ 25.25"
## [1] "2002-02-01 00:00:00 XLP -300 @ 25.25"
## [1] "2002-02-05 00:00:00 XLP 300 @ 25.2700004577637"
## [1] "2002-02-05 00:00:00 XLP 300 @ 25.2700004577637"
## [1] "2002-02-12 00:00:00 XLP -300 @ 25.3299999237061"
## [1] "2002-02-12 00:00:00 XLP -300 @ 25.3299999237061"
## [1] "2002-02-20 00:00:00 XLP 300 @ 25.6900005340576"
## [1] "2002-02-20 00:00:00 XLP 300 @ 25.6900005340576"
## [1] "2002-02-21 00:00:00 XLP -300 @ 25.3700008392334"
## [1] "2002-02-21 00:00:00 XLP -300 @ 25.3700008392334"
## [1] "2002-03-06 00:00:00 XLP 300 @ 26.0100002288818"
## [1] "2002-03-06 00:00:00 XLP 300 @ 26.0100002288818"
## [1] "2002-03-14 00:00:00 XLP -300 @ 26.0300006866455"
## [1] "2002-03-14 00:00:00 XLP -300 @ 26.0300006866455"
## [1] "2002-03-21 00:00:00 XLP 300 @ 26.1299991607666"
## [1] "2002-03-21 00:00:00 XLP 300 @ 26.1299991607666"
## [1] "2002-04-11 00:00:00 XLP -300 @ 25.5100002288818"
## [1] "2002-04-11 00:00:00 XLP -300 @ 25.5100002288818"
## [1] "2002-04-18 00:00:00 XLP 300 @ 25.7800006866455"
## [1] "2002-04-18 00:00:00 XLP 300 @ 25.7800006866455"
## [1] "2002-05-02 00:00:00 XLP -300 @ 25.4899997711182"
## [1] "2002-05-02 00:00:00 XLP -300 @ 25.4899997711182"
## [1] "2002-05-06 00:00:00 XLP 300 @ 25.0699996948242"
## [1] "2002-05-06 00:00:00 XLP 300 @ 25.0699996948242"
## [1] "2002-05-14 00:00:00 XLP -300 @ 25.2099990844727"
## [1] "2002-05-14 00:00:00 XLP -300 @ 25.2099990844727"
## [1] "2002-05-16 00:00:00 XLP 300 @ 24.8700008392334"
## [1] "2002-05-16 00:00:00 XLP 300 @ 24.8700008392334"
## [1] "2002-05-20 00:00:00 XLP -300 @ 25.0400009155273"
## [1] "2002-05-20 00:00:00 XLP -300 @ 25.0400009155273"
## [1] "2002-05-22 00:00:00 XLP 300 @ 25.0499992370605"
## [1] "2002-05-22 00:00:00 XLP 300 @ 25.0499992370605"
## [1] "2002-05-24 00:00:00 XLP -300 @ 24.8400001525879"
## [1] "2002-05-24 00:00:00 XLP -300 @ 24.8400001525879"
## [1] "2002-05-28 00:00:00 XLP 300 @ 24.75"
## [1] "2002-05-28 00:00:00 XLP 300 @ 24.75"
## [1] "2002-06-18 00:00:00 XLP -300 @ 24"
## [1] "2002-06-18 00:00:00 XLP -300 @ 24"
## [1] "2002-06-21 00:00:00 XLP 300 @ 22.9899997711182"
## [1] "2002-06-21 00:00:00 XLP 300 @ 22.9899997711182"
## [1] "2002-07-08 00:00:00 XLP -300 @ 22.4200000762939"
## [1] "2002-07-08 00:00:00 XLP -300 @ 22.4200000762939"
## [1] "2002-07-10 00:00:00 XLP 300 @ 21.6000003814697"
## [1] "2002-07-10 00:00:00 XLP 300 @ 21.6000003814697"
## [1] "2002-07-25 00:00:00 XLP -300 @ 20.3600006103516"
## [1] "2002-07-25 00:00:00 XLP -300 @ 20.3600006103516"
## [1] "2002-08-06 00:00:00 XLP 300 @ 20.7900009155273"
## [1] "2002-08-06 00:00:00 XLP 300 @ 20.7900009155273"
## [1] "2002-08-08 00:00:00 XLP -300 @ 21.7600002288818"
## [1] "2002-08-08 00:00:00 XLP -300 @ 21.7600002288818"
## [1] "2002-08-26 00:00:00 XLP 300 @ 21.8400001525879"
## [1] "2002-08-26 00:00:00 XLP 300 @ 21.8400001525879"
## [1] "2002-09-10 00:00:00 XLP -300 @ 21.5699996948242"
## [1] "2002-09-10 00:00:00 XLP -300 @ 21.5699996948242"
## [1] "2002-09-13 00:00:00 XLP 300 @ 21.3700008392334"
## [1] "2002-09-13 00:00:00 XLP 300 @ 21.3700008392334"
## [1] "2002-09-17 00:00:00 XLP -300 @ 21.1299991607666"
## [1] "2002-09-17 00:00:00 XLP -300 @ 21.1299991607666"
## [1] "2002-09-18 00:00:00 XLP 300 @ 21.1399993896484"
## [1] "2002-09-18 00:00:00 XLP 300 @ 21.1399993896484"
## [1] "2002-09-27 00:00:00 XLP -300 @ 20"
## [1] "2002-09-27 00:00:00 XLP -300 @ 20"
## [1] "2002-09-30 00:00:00 XLP 300 @ 19.7900009155273"
## [1] "2002-09-30 00:00:00 XLP 300 @ 19.7900009155273"
## [1] "2002-10-02 00:00:00 XLP -300 @ 20.2700004577637"
## [1] "2002-10-02 00:00:00 XLP -300 @ 20.2700004577637"
## [1] "2002-10-07 00:00:00 XLP 300 @ 19.9599990844727"
## [1] "2002-10-07 00:00:00 XLP 300 @ 19.9599990844727"
## [1] "2002-10-09 00:00:00 XLP -300 @ 20.1200008392334"
## [1] "2002-10-09 00:00:00 XLP -300 @ 20.1200008392334"
## [1] "2002-10-25 00:00:00 XLP 300 @ 20.8299999237061"
## [1] "2002-10-25 00:00:00 XLP 300 @ 20.8299999237061"
## [1] "2002-11-04 00:00:00 XLP -300 @ 20.3500003814697"
## [1] "2002-11-04 00:00:00 XLP -300 @ 20.3500003814697"
## [1] "2002-11-05 00:00:00 XLP 300 @ 20.5499992370605"
## [1] "2002-11-05 00:00:00 XLP 300 @ 20.5499992370605"
## [1] "2002-11-15 00:00:00 XLP -300 @ 20.3299999237061"
## [1] "2002-11-15 00:00:00 XLP -300 @ 20.3299999237061"
## [1] "2002-11-22 00:00:00 XLP 300 @ 20.0900001525879"
## [1] "2002-11-22 00:00:00 XLP 300 @ 20.0900001525879"
## [1] "2002-11-29 00:00:00 XLP -300 @ 19.9899997711182"
## [1] "2002-11-29 00:00:00 XLP -300 @ 19.9899997711182"
## [1] "2002-12-03 00:00:00 XLP 300 @ 19.9500007629395"
## [1] "2002-12-03 00:00:00 XLP 300 @ 19.9500007629395"
## [1] "2002-12-05 00:00:00 XLP -300 @ 20.0499992370605"
## [1] "2002-12-05 00:00:00 XLP -300 @ 20.0499992370605"
## [1] "2002-12-13 00:00:00 XLP 300 @ 20.1800003051758"
## [1] "2002-12-13 00:00:00 XLP 300 @ 20.1800003051758"
## [1] "2002-12-17 00:00:00 XLP -300 @ 20.0699996948242"
## [1] "2002-12-17 00:00:00 XLP -300 @ 20.0699996948242"
## [1] "2002-12-18 00:00:00 XLP 300 @ 20.0400009155273"
## [1] "2002-12-18 00:00:00 XLP 300 @ 20.0400009155273"
## [1] "2003-01-03 00:00:00 XLP -300 @ 20.2999992370605"
## [1] "2003-01-03 00:00:00 XLP -300 @ 20.2999992370605"
## [1] "2003-01-09 00:00:00 XLP 300 @ 20.3500003814697"
## [1] "2003-01-09 00:00:00 XLP 300 @ 20.3500003814697"
## [1] "2003-01-13 00:00:00 XLP -300 @ 20.4599990844727"
## [1] "2003-01-13 00:00:00 XLP -300 @ 20.4599990844727"
## [1] "2003-01-16 00:00:00 XLP 300 @ 20.6200008392334"
## [1] "2003-01-16 00:00:00 XLP 300 @ 20.6200008392334"
## [1] "2003-01-17 00:00:00 XLP -300 @ 20.5"
## [1] "2003-01-17 00:00:00 XLP -300 @ 20.5"
## [1] "2003-01-22 00:00:00 XLP 300 @ 20.1100006103516"
## [1] "2003-01-22 00:00:00 XLP 300 @ 20.1100006103516"
## [1] "2003-02-04 00:00:00 XLP -300 @ 19.3400001525879"
## [1] "2003-02-04 00:00:00 XLP -300 @ 19.3400001525879"
## [1] "2003-02-07 00:00:00 XLP 300 @ 18.9200000762939"
## [1] "2003-02-07 00:00:00 XLP 300 @ 18.9200000762939"
## [1] "2003-02-18 00:00:00 XLP -300 @ 19.1800003051758"
## [1] "2003-02-18 00:00:00 XLP -300 @ 19.1800003051758"
## [1] "2003-02-21 00:00:00 XLP 300 @ 18.9500007629395"
## [1] "2003-02-21 00:00:00 XLP 300 @ 18.9500007629395"
## [1] "2003-03-13 00:00:00 XLP -300 @ 18.5400009155273"
## [1] "2003-03-13 00:00:00 XLP -300 @ 18.5400009155273"
## [1] "2003-03-25 00:00:00 XLP 300 @ 18.9799995422363"
## [1] "2003-03-25 00:00:00 XLP 300 @ 18.9799995422363"
## [1] "2003-04-03 00:00:00 XLP -300 @ 18.7700004577637"
## [1] "2003-04-03 00:00:00 XLP -300 @ 18.7700004577637"
## [1] "2003-04-17 00:00:00 XLP 300 @ 19.1000003814697"
## [1] "2003-04-17 00:00:00 XLP 300 @ 19.1000003814697"
## [1] "2003-04-23 00:00:00 XLP -300 @ 19.2600002288818"
## [1] "2003-04-23 00:00:00 XLP -300 @ 19.2600002288818"
## [1] "2003-04-28 00:00:00 XLP 300 @ 19.1100006103516"
## [1] "2003-04-28 00:00:00 XLP 300 @ 19.1100006103516"
## [1] "2003-04-30 00:00:00 XLP -300 @ 19.1200008392334"
## [1] "2003-04-30 00:00:00 XLP -300 @ 19.1200008392334"
## [1] "2003-05-15 00:00:00 XLP 300 @ 19.5100002288818"
## [1] "2003-05-15 00:00:00 XLP 300 @ 19.5100002288818"
## [1] "2003-05-22 00:00:00 XLP -300 @ 19.7399997711182"
## [1] "2003-05-22 00:00:00 XLP -300 @ 19.7399997711182"
## [1] "2003-06-16 00:00:00 XLP 300 @ 20.7700004577637"
## [1] "2003-06-16 00:00:00 XLP 300 @ 20.7700004577637"
## [1] "2003-06-17 00:00:00 XLP -300 @ 20.6399993896484"
## [1] "2003-06-17 00:00:00 XLP -300 @ 20.6399993896484"
## [1] "2003-06-20 00:00:00 XLP 300 @ 20.2900009155273"
## [1] "2003-06-20 00:00:00 XLP 300 @ 20.2900009155273"
## [1] "2003-07-02 00:00:00 XLP -300 @ 20.4599990844727"
## [1] "2003-07-02 00:00:00 XLP -300 @ 20.4599990844727"
## [1] "2003-07-10 00:00:00 XLP 300 @ 20.1599998474121"
## [1] "2003-07-10 00:00:00 XLP 300 @ 20.1599998474121"
## [1] "2003-07-16 00:00:00 XLP -300 @ 20.1499996185303"
## [1] "2003-07-16 00:00:00 XLP -300 @ 20.1499996185303"
## [1] "2003-07-17 00:00:00 XLP 300 @ 20.0799999237061"
## [1] "2003-07-17 00:00:00 XLP 300 @ 20.0799999237061"
## [1] "2003-07-23 00:00:00 XLP -300 @ 20.2099990844727"
## [1] "2003-07-23 00:00:00 XLP -300 @ 20.2099990844727"
## [1] "2003-07-25 00:00:00 XLP 300 @ 20.2299995422363"
## [1] "2003-07-25 00:00:00 XLP 300 @ 20.2299995422363"
## [1] "2003-08-08 00:00:00 XLP -300 @ 20.1800003051758"
## [1] "2003-08-08 00:00:00 XLP -300 @ 20.1800003051758"
## [1] "2003-08-21 00:00:00 XLP 300 @ 20.3500003814697"
## [1] "2003-08-21 00:00:00 XLP 300 @ 20.3500003814697"
## [1] "2003-08-28 00:00:00 XLP -300 @ 20.4599990844727"
## [1] "2003-08-28 00:00:00 XLP -300 @ 20.4599990844727"
## [1] "2003-09-10 00:00:00 XLP 300 @ 20.4500007629395"
## [1] "2003-09-10 00:00:00 XLP 300 @ 20.4500007629395"
## [1] "2003-09-15 00:00:00 XLP -300 @ 20.5900001525879"
## [1] "2003-09-15 00:00:00 XLP -300 @ 20.5900001525879"
## [1] "2003-09-23 00:00:00 XLP 300 @ 20.6599998474121"
## [1] "2003-09-23 00:00:00 XLP 300 @ 20.6599998474121"
## [1] "2003-10-02 00:00:00 XLP -300 @ 20.6900005340576"
## [1] "2003-10-02 00:00:00 XLP -300 @ 20.6900005340576"
## [1] "2003-10-20 00:00:00 XLP 300 @ 21.0599994659424"
## [1] "2003-10-20 00:00:00 XLP 300 @ 21.0599994659424"
## [1] "2003-10-29 00:00:00 XLP -300 @ 21.2299995422363"
## [1] "2003-10-29 00:00:00 XLP -300 @ 21.2299995422363"
## [1] "2003-11-14 00:00:00 XLP 300 @ 21.1499996185303"
## [1] "2003-11-14 00:00:00 XLP 300 @ 21.1499996185303"
## [1] "2003-11-25 00:00:00 XLP -300 @ 21.4400005340576"
## [1] "2003-11-25 00:00:00 XLP -300 @ 21.4400005340576"
## [1] "2003-12-03 00:00:00 XLP 300 @ 21.2700004577637"
## [1] "2003-12-03 00:00:00 XLP 300 @ 21.2700004577637"
## [1] "2003-12-15 00:00:00 XLP -300 @ 21.2700004577637"
## [1] "2003-12-15 00:00:00 XLP -300 @ 21.2700004577637"
## [1] "2004-01-05 00:00:00 XLP 300 @ 21.6599998474121"
## [1] "2004-01-05 00:00:00 XLP 300 @ 21.6599998474121"
## [1] "2004-01-15 00:00:00 XLP -300 @ 21.6000003814697"
## [1] "2004-01-15 00:00:00 XLP -300 @ 21.6000003814697"
## [1] "2004-01-21 00:00:00 XLP 300 @ 21.6100006103516"
## [1] "2004-01-21 00:00:00 XLP 300 @ 21.6100006103516"
## [1] "2004-01-22 00:00:00 XLP -300 @ 21.5400009155273"
## [1] "2004-01-22 00:00:00 XLP -300 @ 21.5400009155273"
## [1] "2004-01-29 00:00:00 XLP 300 @ 21.8999996185303"
## [1] "2004-01-29 00:00:00 XLP 300 @ 21.8999996185303"
## [1] "2004-01-30 00:00:00 XLP -300 @ 21.7800006866455"
## [1] "2004-01-30 00:00:00 XLP -300 @ 21.7800006866455"
## [1] "2004-02-17 00:00:00 XLP 300 @ 22.6100006103516"
## [1] "2004-02-17 00:00:00 XLP 300 @ 22.6100006103516"
## [1] "2004-02-18 00:00:00 XLP -300 @ 22.5799999237061"
## [1] "2004-02-18 00:00:00 XLP -300 @ 22.5799999237061"
## [1] "2004-03-11 00:00:00 XLP 300 @ 22.6200008392334"
## [1] "2004-03-11 00:00:00 XLP 300 @ 22.6200008392334"
## [1] "2004-03-18 00:00:00 XLP -300 @ 22.7000007629395"
## [1] "2004-03-18 00:00:00 XLP -300 @ 22.7000007629395"
## [1] "2004-03-23 00:00:00 XLP 300 @ 22.2299995422363"
## [1] "2004-03-23 00:00:00 XLP 300 @ 22.2299995422363"
## [1] "2004-03-26 00:00:00 XLP -300 @ 22.4699993133545"
## [1] "2004-03-26 00:00:00 XLP -300 @ 22.4699993133545"
## [1] "2004-04-12 00:00:00 XLP 300 @ 22.9200000762939"
## [1] "2004-04-12 00:00:00 XLP 300 @ 22.9200000762939"
## [1] "2004-04-16 00:00:00 XLP -300 @ 23.0799999237061"
## [1] "2004-04-16 00:00:00 XLP -300 @ 23.0799999237061"
## [1] "2004-04-29 00:00:00 XLP 300 @ 23.1299991607666"
## [1] "2004-04-29 00:00:00 XLP 300 @ 23.1299991607666"
## [1] "2004-05-04 00:00:00 XLP -300 @ 23.2199993133545"
## [1] "2004-05-04 00:00:00 XLP -300 @ 23.2199993133545"
## [1] "2004-05-07 00:00:00 XLP 300 @ 22.9400005340576"
## [1] "2004-05-07 00:00:00 XLP 300 @ 22.9400005340576"
## [1] "2004-05-26 00:00:00 XLP -300 @ 22.8700008392334"
## [1] "2004-05-26 00:00:00 XLP -300 @ 22.8700008392334"
## [1] "2004-06-15 00:00:00 XLP 300 @ 23.4400005340576"
## [1] "2004-06-15 00:00:00 XLP 300 @ 23.4400005340576"
## [1] "2004-07-01 00:00:00 XLP -300 @ 22.8600006103516"
## [1] "2004-07-01 00:00:00 XLP -300 @ 22.8600006103516"
## [1] "2004-07-02 00:00:00 XLP 300 @ 22.8600006103516"
## [1] "2004-07-02 00:00:00 XLP 300 @ 22.8600006103516"
## [1] "2004-07-12 00:00:00 XLP -300 @ 22.9500007629395"
## [1] "2004-07-12 00:00:00 XLP -300 @ 22.9500007629395"
## [1] "2004-07-16 00:00:00 XLP 300 @ 22.8099994659424"
## [1] "2004-07-16 00:00:00 XLP 300 @ 22.8099994659424"
## [1] "2004-08-03 00:00:00 XLP -300 @ 22.0799999237061"
## [1] "2004-08-03 00:00:00 XLP -300 @ 22.0799999237061"
## [1] "2004-08-06 00:00:00 XLP 300 @ 21.6000003814697"
## [1] "2004-08-06 00:00:00 XLP 300 @ 21.6000003814697"
## [1] "2004-08-12 00:00:00 XLP -300 @ 21.9699993133545"
## [1] "2004-08-12 00:00:00 XLP -300 @ 21.9699993133545"
## [1] "2004-08-31 00:00:00 XLP 300 @ 22.3400001525879"
## [1] "2004-08-31 00:00:00 XLP 300 @ 22.3400001525879"
## [1] "2004-09-03 00:00:00 XLP -300 @ 22.7000007629395"
## [1] "2004-09-03 00:00:00 XLP -300 @ 22.7000007629395"
## [1] "2004-09-09 00:00:00 XLP 300 @ 22.3700008392334"
## [1] "2004-09-09 00:00:00 XLP 300 @ 22.3700008392334"
## [1] "2004-09-30 00:00:00 XLP -300 @ 21.6599998474121"
## [1] "2004-09-30 00:00:00 XLP -300 @ 21.6599998474121"
## [1] "2004-10-08 00:00:00 XLP 300 @ 21.6100006103516"
## [1] "2004-10-08 00:00:00 XLP 300 @ 21.6100006103516"
## [1] "2004-10-19 00:00:00 XLP -300 @ 21.4599990844727"
## [1] "2004-10-19 00:00:00 XLP -300 @ 21.4599990844727"
## [1] "2004-10-25 00:00:00 XLP 300 @ 21.2600002288818"
## [1] "2004-10-25 00:00:00 XLP 300 @ 21.2600002288818"
## [1] "2004-10-27 00:00:00 XLP -300 @ 21.7199993133545"
## [1] "2004-10-27 00:00:00 XLP -300 @ 21.7199993133545"
## [1] "2004-11-22 00:00:00 XLP 300 @ 22.7999992370605"
## [1] "2004-11-22 00:00:00 XLP 300 @ 22.7999992370605"
## [1] "2004-12-03 00:00:00 XLP -300 @ 22.8099994659424"
## [1] "2004-12-03 00:00:00 XLP -300 @ 22.8099994659424"
## [1] "2004-12-08 00:00:00 XLP 300 @ 22.6100006103516"
## [1] "2004-12-08 00:00:00 XLP 300 @ 22.6100006103516"
## [1] "2004-12-10 00:00:00 XLP -300 @ 22.9099998474121"
## [1] "2004-12-10 00:00:00 XLP -300 @ 22.9099998474121"
## [1] "2004-12-20 00:00:00 XLP 300 @ 22.8400001525879"
## [1] "2004-12-20 00:00:00 XLP 300 @ 22.8400001525879"
## [1] "2004-12-23 00:00:00 XLP -300 @ 23.0400009155273"
## [1] "2004-12-23 00:00:00 XLP -300 @ 23.0400009155273"
## [1] "2005-01-05 00:00:00 XLP 300 @ 22.8799991607666"
## [1] "2005-01-05 00:00:00 XLP 300 @ 22.8799991607666"
## [1] "2005-01-10 00:00:00 XLP -300 @ 23.2399997711182"
## [1] "2005-01-10 00:00:00 XLP -300 @ 23.2399997711182"
## [1] "2005-01-14 00:00:00 XLP 300 @ 23.1900005340576"
## [1] "2005-01-14 00:00:00 XLP 300 @ 23.1900005340576"
## [1] "2005-01-19 00:00:00 XLP -300 @ 23.3899993896484"
## [1] "2005-01-19 00:00:00 XLP -300 @ 23.3899993896484"
## [1] "2005-01-24 00:00:00 XLP 300 @ 23.0799999237061"
## [1] "2005-01-24 00:00:00 XLP 300 @ 23.0799999237061"
## [1] "2005-01-28 00:00:00 XLP -300 @ 23.2900009155273"
## [1] "2005-01-28 00:00:00 XLP -300 @ 23.2900009155273"
## [1] "2005-02-10 00:00:00 XLP 300 @ 23.3999996185303"
## [1] "2005-02-10 00:00:00 XLP 300 @ 23.3999996185303"
## [1] "2005-02-14 00:00:00 XLP -300 @ 23.5499992370605"
## [1] "2005-02-14 00:00:00 XLP -300 @ 23.5499992370605"
## [1] "2005-02-18 00:00:00 XLP 300 @ 23.4699993133545"
## [1] "2005-02-18 00:00:00 XLP 300 @ 23.4699993133545"
## [1] "2005-02-28 00:00:00 XLP -300 @ 23.3199996948242"
## [1] "2005-02-28 00:00:00 XLP -300 @ 23.3199996948242"
## [1] "2005-03-09 00:00:00 XLP 300 @ 23.3799991607666"
## [1] "2005-03-09 00:00:00 XLP 300 @ 23.3799991607666"
## [1] "2005-03-31 00:00:00 XLP -300 @ 23.0200004577637"
## [1] "2005-03-31 00:00:00 XLP -300 @ 23.0200004577637"
## [1] "2005-04-04 00:00:00 XLP 300 @ 22.9300003051758"
## [1] "2005-04-04 00:00:00 XLP 300 @ 22.9300003051758"
## [1] "2005-04-06 00:00:00 XLP -300 @ 23.0400009155273"
## [1] "2005-04-06 00:00:00 XLP -300 @ 23.0400009155273"
## [1] "2005-04-15 00:00:00 XLP 300 @ 22.8600006103516"
## [1] "2005-04-15 00:00:00 XLP 300 @ 22.8600006103516"
## [1] "2005-05-03 00:00:00 XLP -300 @ 23.0499992370605"
## [1] "2005-05-03 00:00:00 XLP -300 @ 23.0499992370605"
## [1] "2005-05-13 00:00:00 XLP 300 @ 22.8500003814697"
## [1] "2005-05-13 00:00:00 XLP 300 @ 22.8500003814697"
## [1] "2005-05-18 00:00:00 XLP -300 @ 23.4099998474121"
## [1] "2005-05-18 00:00:00 XLP -300 @ 23.4099998474121"
## [1] "2005-05-26 00:00:00 XLP 300 @ 23.4599990844727"
## [1] "2005-05-26 00:00:00 XLP 300 @ 23.4599990844727"
## [1] "2005-06-02 00:00:00 XLP -300 @ 23.5300006866455"
## [1] "2005-06-02 00:00:00 XLP -300 @ 23.5300006866455"
## [1] "2005-06-06 00:00:00 XLP 300 @ 23.3500003814697"
## [1] "2005-06-06 00:00:00 XLP 300 @ 23.3500003814697"
## [1] "2005-06-14 00:00:00 XLP -300 @ 23.4099998474121"
## [1] "2005-06-14 00:00:00 XLP -300 @ 23.4099998474121"
## [1] "2005-06-17 00:00:00 XLP 300 @ 23.2999992370605"
## [1] "2005-06-17 00:00:00 XLP 300 @ 23.2999992370605"
## [1] "2005-06-29 00:00:00 XLP -300 @ 22.9500007629395"
## [1] "2005-06-29 00:00:00 XLP -300 @ 22.9500007629395"
## [1] "2005-07-01 00:00:00 XLP 300 @ 22.8299999237061"
## [1] "2005-07-01 00:00:00 XLP 300 @ 22.8299999237061"
## [1] "2005-07-06 00:00:00 XLP -300 @ 22.7399997711182"
## [1] "2005-07-06 00:00:00 XLP -300 @ 22.7399997711182"
## [1] "2005-07-07 00:00:00 XLP 300 @ 22.7000007629395"
## [1] "2005-07-07 00:00:00 XLP 300 @ 22.7000007629395"
## [1] "2005-07-11 00:00:00 XLP -300 @ 23.1299991607666"
## [1] "2005-07-11 00:00:00 XLP -300 @ 23.1299991607666"
## [1] "2005-07-20 00:00:00 XLP 300 @ 23.2999992370605"
## [1] "2005-07-20 00:00:00 XLP 300 @ 23.2999992370605"
## [1] "2005-07-27 00:00:00 XLP -300 @ 23.3799991607666"
## [1] "2005-07-27 00:00:00 XLP -300 @ 23.3799991607666"
## [1] "2005-08-02 00:00:00 XLP 300 @ 23.4400005340576"
## [1] "2005-08-02 00:00:00 XLP 300 @ 23.4400005340576"
## [1] "2005-08-04 00:00:00 XLP -300 @ 23.2900009155273"
## [1] "2005-08-04 00:00:00 XLP -300 @ 23.2900009155273"
## [1] "2005-08-05 00:00:00 XLP 300 @ 23.1399993896484"
## [1] "2005-08-05 00:00:00 XLP 300 @ 23.1399993896484"
## [1] "2005-08-16 00:00:00 XLP -300 @ 22.9599990844727"
## [1] "2005-08-16 00:00:00 XLP -300 @ 22.9599990844727"
## [1] "2005-08-17 00:00:00 XLP 300 @ 22.9500007629395"
## [1] "2005-08-17 00:00:00 XLP 300 @ 22.9500007629395"
## [1] "2005-08-19 00:00:00 XLP -300 @ 23.1800003051758"
## [1] "2005-08-19 00:00:00 XLP -300 @ 23.1800003051758"
## [1] "2005-08-25 00:00:00 XLP 300 @ 23.0100002288818"
## [1] "2005-08-25 00:00:00 XLP 300 @ 23.0100002288818"
## [1] "2005-08-30 00:00:00 XLP -300 @ 22.9899997711182"
## [1] "2005-08-30 00:00:00 XLP -300 @ 22.9899997711182"
## [1] "2005-09-14 00:00:00 XLP 300 @ 23.0400009155273"
## [1] "2005-09-14 00:00:00 XLP 300 @ 23.0400009155273"
## [1] "2005-09-28 00:00:00 XLP -300 @ 22.9200000762939"
## [1] "2005-09-28 00:00:00 XLP -300 @ 22.9200000762939"
## [1] "2005-10-06 00:00:00 XLP 300 @ 22.8600006103516"
## [1] "2005-10-06 00:00:00 XLP 300 @ 22.8600006103516"
## [1] "2005-10-18 00:00:00 XLP -300 @ 22.8299999237061"
## [1] "2005-10-18 00:00:00 XLP -300 @ 22.8299999237061"
## [1] "2005-10-28 00:00:00 XLP 300 @ 23.0799999237061"
## [1] "2005-10-28 00:00:00 XLP 300 @ 23.0799999237061"
## [1] "2005-10-31 00:00:00 XLP -300 @ 23.1700000762939"
## [1] "2005-10-31 00:00:00 XLP -300 @ 23.1700000762939"
## [1] "2005-11-16 00:00:00 XLP 300 @ 23.3500003814697"
## [1] "2005-11-16 00:00:00 XLP 300 @ 23.3500003814697"
## [1] "2005-11-21 00:00:00 XLP -300 @ 23.4300003051758"
## [1] "2005-11-21 00:00:00 XLP -300 @ 23.4300003051758"
## [1] "2005-11-30 00:00:00 XLP 300 @ 23.3799991607666"
## [1] "2005-11-30 00:00:00 XLP 300 @ 23.3799991607666"
## [1] "2005-12-13 00:00:00 XLP -300 @ 23.7000007629395"
## [1] "2005-12-13 00:00:00 XLP -300 @ 23.7000007629395"
## [1] "2005-12-21 00:00:00 XLP 300 @ 23.6900005340576"
## [1] "2005-12-21 00:00:00 XLP 300 @ 23.6900005340576"
## [1] "2006-01-05 00:00:00 XLP -300 @ 23.3999996185303"
## [1] "2006-01-05 00:00:00 XLP -300 @ 23.3999996185303"
## [1] "2006-01-13 00:00:00 XLP 300 @ 23.4799995422363"
## [1] "2006-01-13 00:00:00 XLP 300 @ 23.4799995422363"
## [1] "2006-01-27 00:00:00 XLP -300 @ 23.5300006866455"
## [1] "2006-01-27 00:00:00 XLP -300 @ 23.5300006866455"
## [1] "2006-02-01 00:00:00 XLP 300 @ 23.3899993896484"
## [1] "2006-02-01 00:00:00 XLP 300 @ 23.3899993896484"
## [1] "2006-02-10 00:00:00 XLP -300 @ 23.2099990844727"
## [1] "2006-02-10 00:00:00 XLP -300 @ 23.2099990844727"
## [1] "2006-03-01 00:00:00 XLP 300 @ 23.6200008392334"
## [1] "2006-03-01 00:00:00 XLP 300 @ 23.6200008392334"
## [1] "2006-03-08 00:00:00 XLP -300 @ 23.8899993896484"
## [1] "2006-03-08 00:00:00 XLP -300 @ 23.8899993896484"
## [1] "2006-03-16 00:00:00 XLP 300 @ 24.1000003814697"
## [1] "2006-03-16 00:00:00 XLP 300 @ 24.1000003814697"
## [1] "2006-03-23 00:00:00 XLP -300 @ 23.9799995422363"
## [1] "2006-03-23 00:00:00 XLP -300 @ 23.9799995422363"
## [1] "2006-03-28 00:00:00 XLP 300 @ 23.7099990844727"
## [1] "2006-03-28 00:00:00 XLP 300 @ 23.7099990844727"
## [1] "2006-04-19 00:00:00 XLP -300 @ 23.3799991607666"
## [1] "2006-04-19 00:00:00 XLP -300 @ 23.3799991607666"
## [1] "2006-05-12 00:00:00 XLP 300 @ 23.6700000762939"
## [1] "2006-05-12 00:00:00 XLP 300 @ 23.6700000762939"
## [1] "2006-05-17 00:00:00 XLP -300 @ 23.7199993133545"
## [1] "2006-05-17 00:00:00 XLP -300 @ 23.7199993133545"
## [1] "2006-05-18 00:00:00 XLP 300 @ 23.6000003814697"
## [1] "2006-05-18 00:00:00 XLP 300 @ 23.6000003814697"
## [1] "2006-05-25 00:00:00 XLP -300 @ 24.0900001525879"
## [1] "2006-05-25 00:00:00 XLP -300 @ 24.0900001525879"
## [1] "2006-05-31 00:00:00 XLP 300 @ 23.8799991607666"
## [1] "2006-05-31 00:00:00 XLP 300 @ 23.8799991607666"
## [1] "2006-06-02 00:00:00 XLP -300 @ 23.9599990844727"
## [1] "2006-06-02 00:00:00 XLP -300 @ 23.9599990844727"
## [1] "2006-06-06 00:00:00 XLP 300 @ 23.6900005340576"
## [1] "2006-06-06 00:00:00 XLP 300 @ 23.6900005340576"
## [1] "2006-06-12 00:00:00 XLP -300 @ 23.6399993896484"
## [1] "2006-06-12 00:00:00 XLP -300 @ 23.6399993896484"
## [1] "2006-06-13 00:00:00 XLP 300 @ 23.5599994659424"
## [1] "2006-06-13 00:00:00 XLP 300 @ 23.5599994659424"
## [1] "2006-06-16 00:00:00 XLP -300 @ 23.75"
## [1] "2006-06-16 00:00:00 XLP -300 @ 23.75"
## [1] "2006-06-20 00:00:00 XLP 300 @ 23.8299999237061"
## [1] "2006-06-20 00:00:00 XLP 300 @ 23.8299999237061"
## [1] "2006-06-21 00:00:00 XLP -300 @ 23.9200000762939"
## [1] "2006-06-21 00:00:00 XLP -300 @ 23.9200000762939"
## [1] "2006-07-14 00:00:00 XLP 300 @ 24"
## [1] "2006-07-14 00:00:00 XLP 300 @ 24"
## [1] "2006-07-20 00:00:00 XLP -300 @ 24.4899997711182"
## [1] "2006-07-20 00:00:00 XLP -300 @ 24.4899997711182"
## [1] "2006-07-28 00:00:00 XLP 300 @ 24.6900005340576"
## [1] "2006-07-28 00:00:00 XLP 300 @ 24.6900005340576"
## [1] "2006-08-03 00:00:00 XLP -300 @ 24.7299995422363"
## [1] "2006-08-03 00:00:00 XLP -300 @ 24.7299995422363"
## [1] "2006-08-10 00:00:00 XLP 300 @ 24.8899993896484"
## [1] "2006-08-10 00:00:00 XLP 300 @ 24.8899993896484"
## [1] "2006-08-11 00:00:00 XLP -300 @ 24.8400001525879"
## [1] "2006-08-11 00:00:00 XLP -300 @ 24.8400001525879"
## [1] "2006-08-24 00:00:00 XLP 300 @ 25.2800006866455"
## [1] "2006-08-24 00:00:00 XLP 300 @ 25.2800006866455"
## [1] "2006-08-25 00:00:00 XLP -300 @ 25.2399997711182"
## [1] "2006-08-25 00:00:00 XLP -300 @ 25.2399997711182"
## [1] "2006-09-07 00:00:00 XLP 300 @ 25.4099998474121"
## [1] "2006-09-07 00:00:00 XLP 300 @ 25.4099998474121"
## [1] "2006-09-12 00:00:00 XLP -300 @ 25.7399997711182"
## [1] "2006-09-12 00:00:00 XLP -300 @ 25.7399997711182"
## [1] "2006-09-14 00:00:00 XLP 300 @ 25.6800003051758"
## [1] "2006-09-14 00:00:00 XLP 300 @ 25.6800003051758"
## [1] "2006-09-21 00:00:00 XLP -300 @ 25.4599990844727"
## [1] "2006-09-21 00:00:00 XLP -300 @ 25.4599990844727"
## [1] "2006-09-22 00:00:00 XLP 300 @ 25.4799995422363"
## [1] "2006-09-22 00:00:00 XLP 300 @ 25.4799995422363"
## [1] "2006-09-28 00:00:00 XLP -300 @ 25.4500007629395"
## [1] "2006-09-28 00:00:00 XLP -300 @ 25.4500007629395"
## [1] "2006-10-02 00:00:00 XLP 300 @ 25.2099990844727"
## [1] "2006-10-02 00:00:00 XLP 300 @ 25.2099990844727"
## [1] "2006-10-05 00:00:00 XLP -300 @ 25.4099998474121"
## [1] "2006-10-05 00:00:00 XLP -300 @ 25.4099998474121"
## [1] "2006-10-09 00:00:00 XLP 300 @ 25.3600006103516"
## [1] "2006-10-09 00:00:00 XLP 300 @ 25.3600006103516"
## [1] "2006-10-19 00:00:00 XLP -300 @ 25.4500007629395"
## [1] "2006-10-19 00:00:00 XLP -300 @ 25.4500007629395"
## [1] "2006-11-01 00:00:00 XLP 300 @ 25.6299991607666"
## [1] "2006-11-01 00:00:00 XLP 300 @ 25.6299991607666"
## [1] "2006-11-09 00:00:00 XLP -300 @ 25.5400009155273"
## [1] "2006-11-09 00:00:00 XLP -300 @ 25.5400009155273"
## [1] "2006-11-10 00:00:00 XLP 300 @ 25.5499992370605"
## [1] "2006-11-10 00:00:00 XLP 300 @ 25.5499992370605"
## [1] "2006-11-16 00:00:00 XLP -300 @ 25.8500003814697"
## [1] "2006-11-16 00:00:00 XLP -300 @ 25.8500003814697"
## [1] "2006-11-27 00:00:00 XLP 300 @ 25.4099998474121"
## [1] "2006-11-27 00:00:00 XLP 300 @ 25.4099998474121"
## [1] "2006-11-30 00:00:00 XLP -300 @ 25.6100006103516"
## [1] "2006-11-30 00:00:00 XLP -300 @ 25.6100006103516"
## [1] "2006-12-04 00:00:00 XLP 300 @ 25.8999996185303"
## [1] "2006-12-04 00:00:00 XLP 300 @ 25.8999996185303"
## [1] "2006-12-05 00:00:00 XLP -300 @ 26.0400009155273"
## [1] "2006-12-05 00:00:00 XLP -300 @ 26.0400009155273"
## [1] "2006-12-19 00:00:00 XLP 300 @ 26.0599994659424"
## [1] "2006-12-19 00:00:00 XLP 300 @ 26.0599994659424"
## [1] "2006-12-22 00:00:00 XLP -300 @ 26.0699996948242"
## [1] "2006-12-22 00:00:00 XLP -300 @ 26.0699996948242"
## [1] "2007-01-03 00:00:00 XLP 300 @ 26.2900009155273"
## [1] "2007-01-03 00:00:00 XLP 300 @ 26.2900009155273"
## [1] "2007-01-04 00:00:00 XLP -300 @ 26.3299999237061"
## [1] "2007-01-04 00:00:00 XLP -300 @ 26.3299999237061"
## [1] "2007-01-08 00:00:00 XLP 300 @ 26.1800003051758"
## [1] "2007-01-08 00:00:00 XLP 300 @ 26.1800003051758"
## [1] "2007-01-11 00:00:00 XLP -300 @ 26.5499992370605"
## [1] "2007-01-11 00:00:00 XLP -300 @ 26.5499992370605"
## [1] "2007-01-26 00:00:00 XLP 300 @ 26.4899997711182"
## [1] "2007-01-26 00:00:00 XLP 300 @ 26.4899997711182"
## [1] "2007-02-01 00:00:00 XLP -300 @ 26.75"
## [1] "2007-02-01 00:00:00 XLP -300 @ 26.75"
## [1] "2007-02-07 00:00:00 XLP 300 @ 26.6100006103516"
## [1] "2007-02-07 00:00:00 XLP 300 @ 26.6100006103516"
## [1] "2007-02-15 00:00:00 XLP -300 @ 26.8700008392334"
## [1] "2007-02-15 00:00:00 XLP -300 @ 26.8700008392334"
## [1] "2007-02-23 00:00:00 XLP 300 @ 26.8199996948242"
## [1] "2007-02-23 00:00:00 XLP 300 @ 26.8199996948242"
## [1] "2007-03-09 00:00:00 XLP -300 @ 26.2199993133545"
## [1] "2007-03-09 00:00:00 XLP -300 @ 26.2199993133545"
## [1] "2007-03-14 00:00:00 XLP 300 @ 25.7999992370605"
## [1] "2007-03-14 00:00:00 XLP 300 @ 25.7999992370605"
## [1] "2007-03-16 00:00:00 XLP -300 @ 25.9300003051758"
## [1] "2007-03-16 00:00:00 XLP -300 @ 25.9300003051758"
## [1] "2007-03-28 00:00:00 XLP 300 @ 26.4300003051758"
## [1] "2007-03-28 00:00:00 XLP 300 @ 26.4300003051758"
## [1] "2007-04-02 00:00:00 XLP -300 @ 26.7199993133545"
## [1] "2007-04-02 00:00:00 XLP -300 @ 26.7199993133545"
## [1] "2007-04-30 00:00:00 XLP 300 @ 27.3999996185303"
## [1] "2007-04-30 00:00:00 XLP 300 @ 27.3999996185303"
## [1] "2007-05-08 00:00:00 XLP -300 @ 27.2600002288818"
## [1] "2007-05-08 00:00:00 XLP -300 @ 27.2600002288818"
## [1] "2007-05-09 00:00:00 XLP 300 @ 27.2999992370605"
## [1] "2007-05-09 00:00:00 XLP 300 @ 27.2999992370605"
## [1] "2007-05-16 00:00:00 XLP -300 @ 27.5599994659424"
## [1] "2007-05-16 00:00:00 XLP -300 @ 27.5599994659424"
## [1] "2007-05-25 00:00:00 XLP 300 @ 27.5"
## [1] "2007-05-25 00:00:00 XLP 300 @ 27.5"
## [1] "2007-05-30 00:00:00 XLP -300 @ 27.7299995422363"
## [1] "2007-05-30 00:00:00 XLP -300 @ 27.7299995422363"
## [1] "2007-06-07 00:00:00 XLP 300 @ 27.2999992370605"
## [1] "2007-06-07 00:00:00 XLP 300 @ 27.2999992370605"
## [1] "2007-06-28 00:00:00 XLP -300 @ 27.0200004577637"
## [1] "2007-06-28 00:00:00 XLP -300 @ 27.0200004577637"
## [1] "2007-07-11 00:00:00 XLP 300 @ 27.2800006866455"
## [1] "2007-07-11 00:00:00 XLP 300 @ 27.2800006866455"
## [1] "2007-07-13 00:00:00 XLP -300 @ 27.7000007629395"
## [1] "2007-07-13 00:00:00 XLP -300 @ 27.7000007629395"
## [1] "2007-07-23 00:00:00 XLP 300 @ 27.3999996185303"
## [1] "2007-07-23 00:00:00 XLP 300 @ 27.3999996185303"
## [1] "2007-08-03 00:00:00 XLP -300 @ 26.6499996185303"
## [1] "2007-08-03 00:00:00 XLP -300 @ 26.6499996185303"
## [1] "2007-08-13 00:00:00 XLP 300 @ 27.0200004577637"
## [1] "2007-08-13 00:00:00 XLP 300 @ 27.0200004577637"
## [1] "2007-08-21 00:00:00 XLP -300 @ 26.8500003814697"
## [1] "2007-08-21 00:00:00 XLP -300 @ 26.8500003814697"
## [1] "2007-08-29 00:00:00 XLP 300 @ 26.9200000762939"
## [1] "2007-08-29 00:00:00 XLP 300 @ 26.9200000762939"
## [1] "2007-09-05 00:00:00 XLP -300 @ 26.9400005340576"
## [1] "2007-09-05 00:00:00 XLP -300 @ 26.9400005340576"
## [1] "2007-09-10 00:00:00 XLP 300 @ 26.8199996948242"
## [1] "2007-09-10 00:00:00 XLP 300 @ 26.8199996948242"
## [1] "2007-09-12 00:00:00 XLP -300 @ 27.1399993896484"
## [1] "2007-09-12 00:00:00 XLP -300 @ 27.1399993896484"
## [1] "2007-09-26 00:00:00 XLP 300 @ 27.7900009155273"
## [1] "2007-09-26 00:00:00 XLP 300 @ 27.7900009155273"
## [1] "2007-09-27 00:00:00 XLP -300 @ 27.8899993896484"
## [1] "2007-09-27 00:00:00 XLP -300 @ 27.8899993896484"
## [1] "2007-10-04 00:00:00 XLP 300 @ 27.8999996185303"
## [1] "2007-10-04 00:00:00 XLP 300 @ 27.8999996185303"
## [1] "2007-10-08 00:00:00 XLP -300 @ 27.8199996948242"
## [1] "2007-10-08 00:00:00 XLP -300 @ 27.8199996948242"
## [1] "2007-10-09 00:00:00 XLP 300 @ 27.9799995422363"
## [1] "2007-10-09 00:00:00 XLP 300 @ 27.9799995422363"
## [1] "2007-10-11 00:00:00 XLP -300 @ 28.1700000762939"
## [1] "2007-10-11 00:00:00 XLP -300 @ 28.1700000762939"
## [1] "2007-10-17 00:00:00 XLP 300 @ 28.1200008392334"
## [1] "2007-10-17 00:00:00 XLP 300 @ 28.1200008392334"
## [1] "2007-10-26 00:00:00 XLP -300 @ 28.3400001525879"
## [1] "2007-10-26 00:00:00 XLP -300 @ 28.3400001525879"
## [1] "2007-11-02 00:00:00 XLP 300 @ 28.0300006866455"
## [1] "2007-11-02 00:00:00 XLP 300 @ 28.0300006866455"
## [1] "2007-11-07 00:00:00 XLP -300 @ 27.9500007629395"
## [1] "2007-11-07 00:00:00 XLP -300 @ 27.9500007629395"
## [1] "2007-11-08 00:00:00 XLP 300 @ 28.1499996185303"
## [1] "2007-11-08 00:00:00 XLP 300 @ 28.1499996185303"
## [1] "2007-11-14 00:00:00 XLP -300 @ 28.4599990844727"
## [1] "2007-11-14 00:00:00 XLP -300 @ 28.4599990844727"
## [1] "2007-11-23 00:00:00 XLP 300 @ 28.5400009155273"
## [1] "2007-11-23 00:00:00 XLP 300 @ 28.5400009155273"
## [1] "2007-11-29 00:00:00 XLP -300 @ 29.1499996185303"
## [1] "2007-11-29 00:00:00 XLP -300 @ 29.1499996185303"
## [1] "2007-12-12 00:00:00 XLP 300 @ 29.25"
## [1] "2007-12-12 00:00:00 XLP 300 @ 29.25"
## [1] "2007-12-14 00:00:00 XLP -300 @ 29.0200004577637"
## [1] "2007-12-14 00:00:00 XLP -300 @ 29.0200004577637"
## [1] "2007-12-17 00:00:00 XLP 300 @ 28.8199996948242"
## [1] "2007-12-17 00:00:00 XLP 300 @ 28.8199996948242"
## [1] "2007-12-24 00:00:00 XLP -300 @ 29.2999992370605"
## [1] "2007-12-24 00:00:00 XLP -300 @ 29.2999992370605"
## [1] "2007-12-28 00:00:00 XLP 300 @ 29.0300006866455"
## [1] "2007-12-28 00:00:00 XLP 300 @ 29.0300006866455"
## [1] "2008-01-10 00:00:00 XLP -300 @ 28.6700000762939"
## [1] "2008-01-10 00:00:00 XLP -300 @ 28.6700000762939"
## [1] "2008-01-14 00:00:00 XLP 300 @ 28.1499996185303"
## [1] "2008-01-14 00:00:00 XLP 300 @ 28.1499996185303"
## [1] "2008-02-01 00:00:00 XLP -300 @ 27.4699993133545"
## [1] "2008-02-01 00:00:00 XLP -300 @ 27.4699993133545"
## [1] "2008-02-06 00:00:00 XLP 300 @ 26.8199996948242"
## [1] "2008-02-06 00:00:00 XLP 300 @ 26.8199996948242"
## [1] "2008-02-13 00:00:00 XLP -300 @ 27.3700008392334"
## [1] "2008-02-13 00:00:00 XLP -300 @ 27.3700008392334"
## [1] "2008-03-03 00:00:00 XLP 300 @ 27.3999996185303"
## [1] "2008-03-03 00:00:00 XLP 300 @ 27.3999996185303"
## [1] "2008-03-12 00:00:00 XLP -300 @ 27.4300003051758"
## [1] "2008-03-12 00:00:00 XLP -300 @ 27.4300003051758"
## [1] "2008-03-17 00:00:00 XLP 300 @ 26.8099994659424"
## [1] "2008-03-17 00:00:00 XLP 300 @ 26.8099994659424"
## [1] "2008-03-19 00:00:00 XLP -300 @ 27.4500007629395"
## [1] "2008-03-19 00:00:00 XLP -300 @ 27.4500007629395"
## [1] "2008-04-10 00:00:00 XLP 300 @ 27.9699993133545"
## [1] "2008-04-10 00:00:00 XLP 300 @ 27.9699993133545"
## [1] "2008-04-16 00:00:00 XLP -300 @ 28.1100006103516"
## [1] "2008-04-16 00:00:00 XLP -300 @ 28.1100006103516"
## [1] "2008-04-21 00:00:00 XLP 300 @ 28.0400009155273"
## [1] "2008-04-21 00:00:00 XLP 300 @ 28.0400009155273"
## [1] "2008-04-25 00:00:00 XLP -300 @ 27.9300003051758"
## [1] "2008-04-25 00:00:00 XLP -300 @ 27.9300003051758"
## [1] "2008-04-28 00:00:00 XLP 300 @ 28.1000003814697"
## [1] "2008-04-28 00:00:00 XLP 300 @ 28.1000003814697"
## [1] "2008-04-30 00:00:00 XLP -300 @ 27.6499996185303"
## [1] "2008-04-30 00:00:00 XLP -300 @ 27.6499996185303"
## [1] "2008-05-01 00:00:00 XLP 300 @ 28.1499996185303"
## [1] "2008-05-01 00:00:00 XLP 300 @ 28.1499996185303"
## [1] "2008-05-07 00:00:00 XLP -300 @ 27.9200000762939"
## [1] "2008-05-07 00:00:00 XLP -300 @ 27.9200000762939"
## [1] "2008-05-08 00:00:00 XLP 300 @ 28"
## [1] "2008-05-08 00:00:00 XLP 300 @ 28"
## [1] "2008-05-13 00:00:00 XLP -300 @ 28.0499992370605"
## [1] "2008-05-13 00:00:00 XLP -300 @ 28.0499992370605"
## [1] "2008-05-21 00:00:00 XLP 300 @ 27.9300003051758"
## [1] "2008-05-21 00:00:00 XLP 300 @ 27.9300003051758"
## [1] "2008-05-30 00:00:00 XLP -300 @ 28.4899997711182"
## [1] "2008-05-30 00:00:00 XLP -300 @ 28.4899997711182"
## [1] "2008-06-09 00:00:00 XLP 300 @ 28.0499992370605"
## [1] "2008-06-09 00:00:00 XLP 300 @ 28.0499992370605"
## [1] "2008-06-26 00:00:00 XLP -300 @ 26.8400001525879"
## [1] "2008-06-26 00:00:00 XLP -300 @ 26.8400001525879"
## [1] "2008-06-27 00:00:00 XLP 300 @ 26.5599994659424"
## [1] "2008-06-27 00:00:00 XLP 300 @ 26.5599994659424"
## [1] "2008-07-08 00:00:00 XLP -300 @ 27.2900009155273"
## [1] "2008-07-08 00:00:00 XLP -300 @ 27.2900009155273"
## [1] "2008-07-16 00:00:00 XLP 300 @ 27.2399997711182"
## [1] "2008-07-16 00:00:00 XLP 300 @ 27.2399997711182"
## [1] "2008-07-17 00:00:00 XLP -300 @ 27.2900009155273"
## [1] "2008-07-17 00:00:00 XLP -300 @ 27.2900009155273"
## [1] "2008-07-21 00:00:00 XLP 300 @ 26.7700004577637"
## [1] "2008-07-21 00:00:00 XLP 300 @ 26.7700004577637"
## [1] "2008-07-23 00:00:00 XLP -300 @ 27.4300003051758"
## [1] "2008-07-23 00:00:00 XLP -300 @ 27.4300003051758"
## [1] "2008-07-29 00:00:00 XLP 300 @ 27.5100002288818"
## [1] "2008-07-29 00:00:00 XLP 300 @ 27.5100002288818"
## [1] "2008-07-30 00:00:00 XLP -300 @ 27.8299999237061"
## [1] "2008-07-30 00:00:00 XLP -300 @ 27.8299999237061"
## [1] "2008-08-20 00:00:00 XLP 300 @ 28.4799995422363"
## [1] "2008-08-20 00:00:00 XLP 300 @ 28.4799995422363"
## [1] "2008-08-25 00:00:00 XLP -300 @ 28.2199993133545"
## [1] "2008-08-25 00:00:00 XLP -300 @ 28.2199993133545"
## [1] "2008-08-27 00:00:00 XLP 300 @ 28.2399997711182"
## [1] "2008-08-27 00:00:00 XLP 300 @ 28.2399997711182"
## [1] "2008-08-29 00:00:00 XLP -300 @ 28.1399993896484"
## [1] "2008-08-29 00:00:00 XLP -300 @ 28.1399993896484"
## [1] "2008-09-02 00:00:00 XLP 300 @ 28.4500007629395"
## [1] "2008-09-02 00:00:00 XLP 300 @ 28.4500007629395"
## [1] "2008-09-09 00:00:00 XLP -300 @ 28.7700004577637"
## [1] "2008-09-09 00:00:00 XLP -300 @ 28.7700004577637"
## [1] "2008-09-16 00:00:00 XLP 300 @ 28.7999992370605"
## [1] "2008-09-16 00:00:00 XLP 300 @ 28.7999992370605"
## [1] "2008-09-26 00:00:00 XLP -300 @ 27.7000007629395"
## [1] "2008-09-26 00:00:00 XLP -300 @ 27.7000007629395"
## [1] "2008-09-30 00:00:00 XLP 300 @ 27.6000003814697"
## [1] "2008-09-30 00:00:00 XLP 300 @ 27.6000003814697"
## [1] "2008-10-02 00:00:00 XLP -300 @ 27.4500007629395"
## [1] "2008-10-02 00:00:00 XLP -300 @ 27.4500007629395"
## [1] "2008-10-06 00:00:00 XLP 300 @ 26.4400005340576"
## [1] "2008-10-06 00:00:00 XLP 300 @ 26.4400005340576"
## [1] "2008-10-15 00:00:00 XLP -300 @ 23.8999996185303"
## [1] "2008-10-15 00:00:00 XLP -300 @ 23.8999996185303"
## [1] "2008-10-16 00:00:00 XLP 300 @ 24.1299991607666"
## [1] "2008-10-16 00:00:00 XLP 300 @ 24.1299991607666"
## [1] "2008-10-21 00:00:00 XLP -300 @ 24.2800006866455"
## [1] "2008-10-21 00:00:00 XLP -300 @ 24.2800006866455"
## [1] "2008-10-23 00:00:00 XLP 300 @ 24"
## [1] "2008-10-23 00:00:00 XLP 300 @ 24"
## [1] "2008-10-29 00:00:00 XLP -300 @ 23.2900009155273"
## [1] "2008-10-29 00:00:00 XLP -300 @ 23.2900009155273"
## [1] "2008-11-07 00:00:00 XLP 300 @ 24.2600002288818"
## [1] "2008-11-07 00:00:00 XLP 300 @ 24.2600002288818"
## [1] "2008-11-25 00:00:00 XLP -300 @ 23.4099998474121"
## [1] "2008-11-25 00:00:00 XLP -300 @ 23.4099998474121"
## [1] "2008-12-02 00:00:00 XLP 300 @ 23.0699996948242"
## [1] "2008-12-02 00:00:00 XLP 300 @ 23.0699996948242"
## [1] "2008-12-08 00:00:00 XLP -300 @ 23.8400001525879"
## [1] "2008-12-08 00:00:00 XLP -300 @ 23.8400001525879"
## [1] "2008-12-12 00:00:00 XLP 300 @ 23.1399993896484"
## [1] "2008-12-12 00:00:00 XLP 300 @ 23.1399993896484"
## [1] "2008-12-17 00:00:00 XLP -300 @ 23.5400009155273"
## [1] "2008-12-17 00:00:00 XLP -300 @ 23.5400009155273"
## [1] "2008-12-22 00:00:00 XLP 300 @ 23.2900009155273"
## [1] "2008-12-22 00:00:00 XLP 300 @ 23.2900009155273"
## [1] "2008-12-31 00:00:00 XLP -300 @ 23.8700008392334"
## [1] "2008-12-31 00:00:00 XLP -300 @ 23.8700008392334"
## [1] "2009-01-08 00:00:00 XLP 300 @ 23.3999996185303"
## [1] "2009-01-08 00:00:00 XLP 300 @ 23.3999996185303"
## [1] "2009-01-28 00:00:00 XLP -300 @ 23.0499992370605"
## [1] "2009-01-28 00:00:00 XLP -300 @ 23.0499992370605"
## [1] "2009-02-02 00:00:00 XLP 300 @ 21.9599990844727"
## [1] "2009-02-02 00:00:00 XLP 300 @ 21.9599990844727"
## [1] "2009-02-09 00:00:00 XLP -300 @ 22.2999992370605"
## [1] "2009-02-09 00:00:00 XLP -300 @ 22.2999992370605"
## [1] "2009-02-11 00:00:00 XLP 300 @ 21.7000007629395"
## [1] "2009-02-11 00:00:00 XLP 300 @ 21.7000007629395"
## [1] "2009-02-20 00:00:00 XLP -300 @ 21.2999992370605"
## [1] "2009-02-20 00:00:00 XLP -300 @ 21.2999992370605"
## [1] "2009-02-24 00:00:00 XLP 300 @ 21.1499996185303"
## [1] "2009-02-24 00:00:00 XLP 300 @ 21.1499996185303"
## [1] "2009-03-13 00:00:00 XLP -300 @ 20.5599994659424"
## [1] "2009-03-13 00:00:00 XLP -300 @ 20.5599994659424"
## [1] "2009-03-23 00:00:00 XLP 300 @ 21.4699993133545"
## [1] "2009-03-23 00:00:00 XLP 300 @ 21.4699993133545"
## [1] "2009-03-24 00:00:00 XLP -300 @ 21.3700008392334"
## [1] "2009-03-24 00:00:00 XLP -300 @ 21.3700008392334"
## [1] "2009-03-31 00:00:00 XLP 300 @ 21.1000003814697"
## [1] "2009-03-31 00:00:00 XLP 300 @ 21.1000003814697"
## [1] "2009-04-03 00:00:00 XLP -300 @ 21.8199996948242"
## [1] "2009-04-03 00:00:00 XLP -300 @ 21.8199996948242"
## [1] "2009-04-08 00:00:00 XLP 300 @ 21.6599998474121"
## [1] "2009-04-08 00:00:00 XLP 300 @ 21.6599998474121"
## [1] "2009-04-17 00:00:00 XLP -300 @ 22.0900001525879"
## [1] "2009-04-17 00:00:00 XLP -300 @ 22.0900001525879"
## [1] "2009-04-21 00:00:00 XLP 300 @ 21.8799991607666"
## [1] "2009-04-21 00:00:00 XLP 300 @ 21.8799991607666"
## [1] "2009-04-29 00:00:00 XLP -300 @ 22.0900001525879"
## [1] "2009-04-29 00:00:00 XLP -300 @ 22.0900001525879"
## [1] "2009-05-14 00:00:00 XLP 300 @ 22.5799999237061"
## [1] "2009-05-14 00:00:00 XLP 300 @ 22.5799999237061"
## [1] "2009-05-19 00:00:00 XLP -300 @ 22.9699993133545"
## [1] "2009-05-19 00:00:00 XLP -300 @ 22.9699993133545"
## [1] "2009-05-28 00:00:00 XLP 300 @ 22.8700008392334"
## [1] "2009-05-28 00:00:00 XLP 300 @ 22.8700008392334"
## [1] "2009-06-01 00:00:00 XLP -300 @ 23.5799999237061"
## [1] "2009-06-01 00:00:00 XLP -300 @ 23.5799999237061"
## [1] "2009-06-10 00:00:00 XLP 300 @ 23.2399997711182"
## [1] "2009-06-10 00:00:00 XLP 300 @ 23.2399997711182"
## [1] "2009-06-15 00:00:00 XLP -300 @ 22.9500007629395"
## [1] "2009-06-15 00:00:00 XLP -300 @ 22.9500007629395"
## [1] "2009-06-16 00:00:00 XLP 300 @ 22.6499996185303"
## [1] "2009-06-16 00:00:00 XLP 300 @ 22.6499996185303"
## [1] "2009-06-19 00:00:00 XLP -300 @ 22.8899993896484"
## [1] "2009-06-19 00:00:00 XLP -300 @ 22.8899993896484"
## [1] "2009-06-23 00:00:00 XLP 300 @ 22.6599998474121"
## [1] "2009-06-23 00:00:00 XLP 300 @ 22.6599998474121"
## [1] "2009-06-26 00:00:00 XLP -300 @ 23.0300006866455"
## [1] "2009-06-26 00:00:00 XLP -300 @ 23.0300006866455"
## [1] "2009-07-06 00:00:00 XLP 300 @ 23.3600006103516"
## [1] "2009-07-06 00:00:00 XLP 300 @ 23.3600006103516"
## [1] "2009-07-14 00:00:00 XLP -300 @ 23.3700008392334"
## [1] "2009-07-14 00:00:00 XLP -300 @ 23.3700008392334"
## [1] "2009-08-06 00:00:00 XLP 300 @ 24.1800003051758"
## [1] "2009-08-06 00:00:00 XLP 300 @ 24.1800003051758"
## [1] "2009-08-14 00:00:00 XLP -300 @ 24.3999996185303"
## [1] "2009-08-14 00:00:00 XLP -300 @ 24.3999996185303"
## [1] "2009-08-18 00:00:00 XLP 300 @ 24.1900005340576"
## [1] "2009-08-18 00:00:00 XLP 300 @ 24.1900005340576"
## [1] "2009-08-20 00:00:00 XLP -300 @ 24.4699993133545"
## [1] "2009-08-20 00:00:00 XLP -300 @ 24.4699993133545"
## [1] "2009-08-31 00:00:00 XLP 300 @ 24.8199996948242"
## [1] "2009-08-31 00:00:00 XLP 300 @ 24.8199996948242"
## [1] "2009-09-08 00:00:00 XLP -300 @ 25.0499992370605"
## [1] "2009-09-08 00:00:00 XLP -300 @ 25.0499992370605"
## [1] "2009-09-16 00:00:00 XLP 300 @ 25.3400001525879"
## [1] "2009-09-16 00:00:00 XLP 300 @ 25.3400001525879"
## [1] "2009-09-17 00:00:00 XLP -300 @ 25.25"
## [1] "2009-09-17 00:00:00 XLP -300 @ 25.25"
## [1] "2009-09-25 00:00:00 XLP 300 @ 25.2399997711182"
## [1] "2009-09-25 00:00:00 XLP 300 @ 25.2399997711182"
## [1] "2009-09-30 00:00:00 XLP -300 @ 25.4599990844727"
## [1] "2009-09-30 00:00:00 XLP -300 @ 25.4599990844727"
## [1] "2009-10-02 00:00:00 XLP 300 @ 25.3099994659424"
## [1] "2009-10-02 00:00:00 XLP 300 @ 25.3099994659424"
## [1] "2009-10-07 00:00:00 XLP -300 @ 25.7099990844727"
## [1] "2009-10-07 00:00:00 XLP -300 @ 25.7099990844727"
## [1] "2009-10-22 00:00:00 XLP 300 @ 26.3299999237061"
## [1] "2009-10-22 00:00:00 XLP 300 @ 26.3299999237061"
## [1] "2009-10-30 00:00:00 XLP -300 @ 25.8299999237061"
## [1] "2009-10-30 00:00:00 XLP -300 @ 25.8299999237061"
## [1] "2009-11-30 00:00:00 XLP 300 @ 26.7800006866455"
## [1] "2009-11-30 00:00:00 XLP 300 @ 26.7800006866455"
## [1] "2009-12-02 00:00:00 XLP -300 @ 27.1200008392334"
## [1] "2009-12-02 00:00:00 XLP -300 @ 27.1200008392334"
## [1] "2009-12-04 00:00:00 XLP 300 @ 27.0499992370605"
## [1] "2009-12-04 00:00:00 XLP 300 @ 27.0499992370605"
## [1] "2009-12-14 00:00:00 XLP -300 @ 27.1000003814697"
## [1] "2009-12-14 00:00:00 XLP -300 @ 27.1000003814697"
## [1] "2009-12-17 00:00:00 XLP 300 @ 26.5400009155273"
## [1] "2009-12-17 00:00:00 XLP 300 @ 26.5400009155273"
## [1] "2009-12-28 00:00:00 XLP -300 @ 26.7299995422363"
## [1] "2009-12-28 00:00:00 XLP -300 @ 26.7299995422363"
## [1] "2010-01-04 00:00:00 XLP 300 @ 26.6700000762939"
## [1] "2010-01-04 00:00:00 XLP 300 @ 26.6700000762939"
## [1] "2010-01-13 00:00:00 XLP -300 @ 26.9799995422363"
## [1] "2010-01-13 00:00:00 XLP -300 @ 26.9799995422363"
## [1] "2010-01-19 00:00:00 XLP 300 @ 26.9300003051758"
## [1] "2010-01-19 00:00:00 XLP 300 @ 26.9300003051758"
## [1] "2010-02-02 00:00:00 XLP -300 @ 26.7800006866455"
## [1] "2010-02-02 00:00:00 XLP -300 @ 26.7800006866455"
## [1] "2010-02-05 00:00:00 XLP 300 @ 25.9799995422363"
## [1] "2010-02-05 00:00:00 XLP 300 @ 25.9799995422363"
## [1] "2010-02-10 00:00:00 XLP -300 @ 26.2299995422363"
## [1] "2010-02-10 00:00:00 XLP -300 @ 26.2299995422363"
## [1] "2010-02-24 00:00:00 XLP 300 @ 27.1399993896484"
## [1] "2010-02-24 00:00:00 XLP 300 @ 27.1399993896484"
## [1] "2010-02-25 00:00:00 XLP -300 @ 27.1599998474121"
## [1] "2010-02-25 00:00:00 XLP -300 @ 27.1599998474121"
## [1] "2010-03-01 00:00:00 XLP 300 @ 27.2199993133545"
## [1] "2010-03-01 00:00:00 XLP 300 @ 27.2199993133545"
## [1] "2010-03-02 00:00:00 XLP -300 @ 27.3199996948242"
## [1] "2010-03-02 00:00:00 XLP -300 @ 27.3199996948242"
## [1] "2010-03-11 00:00:00 XLP 300 @ 27.4599990844727"
## [1] "2010-03-11 00:00:00 XLP 300 @ 27.4599990844727"
## [1] "2010-03-15 00:00:00 XLP -300 @ 27.6900005340576"
## [1] "2010-03-15 00:00:00 XLP -300 @ 27.6900005340576"
## [1] "2010-03-22 00:00:00 XLP 300 @ 27.9099998474121"
## [1] "2010-03-22 00:00:00 XLP 300 @ 27.9099998474121"
## [1] "2010-03-24 00:00:00 XLP -300 @ 27.9300003051758"
## [1] "2010-03-24 00:00:00 XLP -300 @ 27.9300003051758"
## [1] "2010-04-01 00:00:00 XLP 300 @ 28.1100006103516"
## [1] "2010-04-01 00:00:00 XLP 300 @ 28.1100006103516"
## [1] "2010-04-05 00:00:00 XLP -300 @ 28.1100006103516"
## [1] "2010-04-05 00:00:00 XLP -300 @ 28.1100006103516"
## [1] "2010-04-08 00:00:00 XLP 300 @ 27.8899993896484"
## [1] "2010-04-08 00:00:00 XLP 300 @ 27.8899993896484"
## [1] "2010-04-12 00:00:00 XLP -300 @ 28.1299991607666"
## [1] "2010-04-12 00:00:00 XLP -300 @ 28.1299991607666"
## [1] "2010-04-19 00:00:00 XLP 300 @ 28.0200004577637"
## [1] "2010-04-19 00:00:00 XLP 300 @ 28.0200004577637"
## [1] "2010-04-21 00:00:00 XLP -300 @ 28.1000003814697"
## [1] "2010-04-21 00:00:00 XLP -300 @ 28.1000003814697"
## [1] "2010-04-26 00:00:00 XLP 300 @ 27.9699993133545"
## [1] "2010-04-26 00:00:00 XLP 300 @ 27.9699993133545"
## [1] "2010-05-11 00:00:00 XLP -300 @ 27.5100002288818"
## [1] "2010-05-11 00:00:00 XLP -300 @ 27.5100002288818"
## [1] "2010-05-17 00:00:00 XLP 300 @ 27.5599994659424"
## [1] "2010-05-17 00:00:00 XLP 300 @ 27.5599994659424"
## [1] "2010-05-28 00:00:00 XLP -300 @ 26.3500003814697"
## [1] "2010-05-28 00:00:00 XLP -300 @ 26.3500003814697"
## [1] "2010-06-07 00:00:00 XLP 300 @ 25.8700008392334"
## [1] "2010-06-07 00:00:00 XLP 300 @ 25.8700008392334"
## [1] "2010-06-11 00:00:00 XLP -300 @ 26.4699993133545"
## [1] "2010-06-11 00:00:00 XLP -300 @ 26.4699993133545"
## [1] "2010-06-22 00:00:00 XLP 300 @ 26.2999992370605"
## [1] "2010-06-22 00:00:00 XLP 300 @ 26.2999992370605"
## [1] "2010-07-08 00:00:00 XLP -300 @ 26.4799995422363"
## [1] "2010-07-08 00:00:00 XLP -300 @ 26.4799995422363"
## [1] "2010-07-19 00:00:00 XLP 300 @ 26.5699996948242"
## [1] "2010-07-19 00:00:00 XLP 300 @ 26.5699996948242"
## [1] "2010-07-21 00:00:00 XLP -300 @ 26.6000003814697"
## [1] "2010-07-21 00:00:00 XLP -300 @ 26.6000003814697"
## [1] "2010-07-30 00:00:00 XLP 300 @ 26.9799995422363"
## [1] "2010-07-30 00:00:00 XLP 300 @ 26.9799995422363"
## [1] "2010-08-03 00:00:00 XLP -300 @ 27.0499992370605"
## [1] "2010-08-03 00:00:00 XLP -300 @ 27.0499992370605"
## [1] "2010-08-12 00:00:00 XLP 300 @ 26.8099994659424"
## [1] "2010-08-12 00:00:00 XLP 300 @ 26.8099994659424"
## [1] "2010-08-18 00:00:00 XLP -300 @ 27.0499992370605"
## [1] "2010-08-18 00:00:00 XLP -300 @ 27.0499992370605"
## [1] "2010-08-20 00:00:00 XLP 300 @ 26.7299995422363"
## [1] "2010-08-20 00:00:00 XLP 300 @ 26.7299995422363"
## [1] "2010-09-02 00:00:00 XLP -300 @ 27.1200008392334"
## [1] "2010-09-02 00:00:00 XLP -300 @ 27.1200008392334"
## [1] "2010-09-20 00:00:00 XLP 300 @ 27.8500003814697"
## [1] "2010-09-20 00:00:00 XLP 300 @ 27.8500003814697"
## [1] "2010-09-21 00:00:00 XLP -300 @ 27.7999992370605"
## [1] "2010-09-21 00:00:00 XLP -300 @ 27.7999992370605"
## [1] "2010-09-24 00:00:00 XLP 300 @ 28.0400009155273"
## [1] "2010-09-24 00:00:00 XLP 300 @ 28.0400009155273"
## [1] "2010-09-27 00:00:00 XLP -300 @ 27.8799991607666"
## [1] "2010-09-27 00:00:00 XLP -300 @ 27.8799991607666"
## [1] "2010-10-01 00:00:00 XLP 300 @ 27.9300003051758"
## [1] "2010-10-01 00:00:00 XLP 300 @ 27.9300003051758"
## [1] "2010-10-06 00:00:00 XLP -300 @ 28.2299995422363"
## [1] "2010-10-06 00:00:00 XLP -300 @ 28.2299995422363"
## [1] "2010-10-20 00:00:00 XLP 300 @ 28.6100006103516"
## [1] "2010-10-20 00:00:00 XLP 300 @ 28.6100006103516"
## [1] "2010-10-22 00:00:00 XLP -300 @ 28.8099994659424"
## [1] "2010-10-22 00:00:00 XLP -300 @ 28.8099994659424"
## [1] "2010-10-28 00:00:00 XLP 300 @ 28.6700000762939"
## [1] "2010-10-28 00:00:00 XLP 300 @ 28.6700000762939"
## [1] "2010-11-01 00:00:00 XLP -300 @ 28.6499996185303"
## [1] "2010-11-01 00:00:00 XLP -300 @ 28.6499996185303"
## [1] "2010-11-10 00:00:00 XLP 300 @ 28.8199996948242"
## [1] "2010-11-10 00:00:00 XLP 300 @ 28.8199996948242"
## [1] "2010-11-19 00:00:00 XLP -300 @ 28.8099994659424"
## [1] "2010-11-19 00:00:00 XLP -300 @ 28.8099994659424"
## [1] "2010-11-24 00:00:00 XLP 300 @ 28.6900005340576"
## [1] "2010-11-24 00:00:00 XLP 300 @ 28.6900005340576"
## [1] "2010-12-02 00:00:00 XLP -300 @ 28.7999992370605"
## [1] "2010-12-02 00:00:00 XLP -300 @ 28.7999992370605"
## [1] "2010-12-22 00:00:00 XLP 300 @ 29.3899993896484"
## [1] "2010-12-22 00:00:00 XLP 300 @ 29.3899993896484"
## [1] "2010-12-27 00:00:00 XLP -300 @ 29.2600002288818"
## [1] "2010-12-27 00:00:00 XLP -300 @ 29.2600002288818"
## [1] "2010-12-28 00:00:00 XLP 300 @ 29.3400001525879"
## [1] "2010-12-28 00:00:00 XLP 300 @ 29.3400001525879"
## [1] "2011-01-04 00:00:00 XLP -300 @ 29.2700004577637"
## [1] "2011-01-04 00:00:00 XLP -300 @ 29.2700004577637"
## [1] "2011-01-05 00:00:00 XLP 300 @ 29.2800006866455"
## [1] "2011-01-05 00:00:00 XLP 300 @ 29.2800006866455"
## [1] "2011-01-13 00:00:00 XLP -300 @ 29.3299999237061"
## [1] "2011-01-13 00:00:00 XLP -300 @ 29.3299999237061"
## [1] "2011-01-28 00:00:00 XLP 300 @ 28.9799995422363"
## [1] "2011-01-28 00:00:00 XLP 300 @ 28.9799995422363"
## [1] "2011-02-07 00:00:00 XLP -300 @ 29.3400001525879"
## [1] "2011-02-07 00:00:00 XLP -300 @ 29.3400001525879"
## [1] "2011-02-24 00:00:00 XLP 300 @ 29.3999996185303"
## [1] "2011-02-24 00:00:00 XLP 300 @ 29.3999996185303"
## [1] "2011-03-01 00:00:00 XLP -300 @ 29.4899997711182"
## [1] "2011-03-01 00:00:00 XLP -300 @ 29.4899997711182"
## [1] "2011-03-03 00:00:00 XLP 300 @ 29.7099990844727"
## [1] "2011-03-03 00:00:00 XLP 300 @ 29.7099990844727"
## [1] "2011-03-04 00:00:00 XLP -300 @ 29.5799999237061"
## [1] "2011-03-04 00:00:00 XLP -300 @ 29.5799999237061"
## [1] "2011-03-15 00:00:00 XLP 300 @ 29.2600002288818"
## [1] "2011-03-15 00:00:00 XLP 300 @ 29.2600002288818"
## [1] "2011-03-22 00:00:00 XLP -300 @ 29.3700008392334"
## [1] "2011-03-22 00:00:00 XLP -300 @ 29.3700008392334"
## [1] "2011-05-06 00:00:00 XLP 300 @ 31.4400005340576"
## [1] "2011-05-06 00:00:00 XLP 300 @ 31.4400005340576"
## [1] "2011-05-10 00:00:00 XLP -300 @ 31.7399997711182"
## [1] "2011-05-10 00:00:00 XLP -300 @ 31.7399997711182"
## [1] "2011-05-24 00:00:00 XLP 300 @ 32.0699996948242"
## [1] "2011-05-24 00:00:00 XLP 300 @ 32.0699996948242"
## [1] "2011-06-01 00:00:00 XLP -300 @ 31.9799995422363"
## [1] "2011-06-01 00:00:00 XLP -300 @ 31.9799995422363"
## [1] "2011-06-03 00:00:00 XLP 300 @ 31.3099994659424"
## [1] "2011-06-03 00:00:00 XLP 300 @ 31.3099994659424"
## [1] "2011-06-10 00:00:00 XLP -300 @ 30.9099998474121"
## [1] "2011-06-10 00:00:00 XLP -300 @ 30.9099998474121"
## [1] "2011-06-13 00:00:00 XLP 300 @ 31.0499992370605"
## [1] "2011-06-13 00:00:00 XLP 300 @ 31.0499992370605"
## [1] "2011-06-15 00:00:00 XLP -300 @ 30.9099998474121"
## [1] "2011-06-15 00:00:00 XLP -300 @ 30.9099998474121"
## [1] "2011-06-16 00:00:00 XLP 300 @ 31.1599998474121"
## [1] "2011-06-16 00:00:00 XLP 300 @ 31.1599998474121"
## [1] "2011-06-21 00:00:00 XLP -300 @ 31.3400001525879"
## [1] "2011-06-21 00:00:00 XLP -300 @ 31.3400001525879"
## [1] "2011-06-23 00:00:00 XLP 300 @ 30.8600006103516"
## [1] "2011-06-23 00:00:00 XLP 300 @ 30.8600006103516"
## [1] "2011-06-30 00:00:00 XLP -300 @ 31.2299995422363"
## [1] "2011-06-30 00:00:00 XLP -300 @ 31.2299995422363"
## [1] "2011-07-12 00:00:00 XLP 300 @ 31.4099998474121"
## [1] "2011-07-12 00:00:00 XLP 300 @ 31.4099998474121"
## [1] "2011-07-20 00:00:00 XLP -300 @ 31.5400009155273"
## [1] "2011-07-20 00:00:00 XLP -300 @ 31.5400009155273"
## [1] "2011-07-26 00:00:00 XLP 300 @ 31.3700008392334"
## [1] "2011-07-26 00:00:00 XLP 300 @ 31.3700008392334"
## [1] "2011-08-15 00:00:00 XLP -300 @ 29.9599990844727"
## [1] "2011-08-15 00:00:00 XLP -300 @ 29.9599990844727"
## [1] "2011-08-19 00:00:00 XLP 300 @ 29.5499992370605"
## [1] "2011-08-19 00:00:00 XLP 300 @ 29.5499992370605"
## [1] "2011-08-24 00:00:00 XLP -300 @ 30.3799991607666"
## [1] "2011-08-24 00:00:00 XLP -300 @ 30.3799991607666"
## [1] "2011-09-06 00:00:00 XLP 300 @ 30.2199993133545"
## [1] "2011-09-06 00:00:00 XLP 300 @ 30.2199993133545"
## [1] "2011-09-08 00:00:00 XLP -300 @ 30.6800003051758"
## [1] "2011-09-08 00:00:00 XLP -300 @ 30.6800003051758"
## [1] "2011-09-12 00:00:00 XLP 300 @ 30.0300006866455"
## [1] "2011-09-12 00:00:00 XLP 300 @ 30.0300006866455"
## [1] "2011-09-15 00:00:00 XLP -300 @ 30.8600006103516"
## [1] "2011-09-15 00:00:00 XLP -300 @ 30.8600006103516"
## [1] "2011-09-22 00:00:00 XLP 300 @ 29.4400005340576"
## [1] "2011-09-22 00:00:00 XLP 300 @ 29.4400005340576"
## [1] "2011-09-27 00:00:00 XLP -300 @ 30.25"
## [1] "2011-09-27 00:00:00 XLP -300 @ 30.25"
## [1] "2011-09-29 00:00:00 XLP 300 @ 29.9699993133545"
## [1] "2011-09-29 00:00:00 XLP 300 @ 29.9699993133545"
## [1] "2011-10-07 00:00:00 XLP -300 @ 30.0699996948242"
## [1] "2011-10-07 00:00:00 XLP -300 @ 30.0699996948242"
## [1] "2011-10-26 00:00:00 XLP 300 @ 31.1900005340576"
## [1] "2011-10-26 00:00:00 XLP 300 @ 31.1900005340576"
## [1] "2011-10-28 00:00:00 XLP -300 @ 31.5100002288818"
## [1] "2011-10-28 00:00:00 XLP -300 @ 31.5100002288818"
## [1] "2011-11-01 00:00:00 XLP 300 @ 30.5"
## [1] "2011-11-01 00:00:00 XLP 300 @ 30.5"
## [1] "2011-11-04 00:00:00 XLP -300 @ 30.9899997711182"
## [1] "2011-11-04 00:00:00 XLP -300 @ 30.9899997711182"
## [1] "2011-11-10 00:00:00 XLP 300 @ 31.1200008392334"
## [1] "2011-11-10 00:00:00 XLP 300 @ 31.1200008392334"
## [1] "2011-11-14 00:00:00 XLP -300 @ 31.2099990844727"
## [1] "2011-11-14 00:00:00 XLP -300 @ 31.2099990844727"
## [1] "2011-11-17 00:00:00 XLP 300 @ 30.9699993133545"
## [1] "2011-11-17 00:00:00 XLP 300 @ 30.9699993133545"
## [1] "2011-11-29 00:00:00 XLP -300 @ 31.1700000762939"
## [1] "2011-11-29 00:00:00 XLP -300 @ 31.1700000762939"
## [1] "2011-12-09 00:00:00 XLP 300 @ 32.0099983215332"
## [1] "2011-12-09 00:00:00 XLP 300 @ 32.0099983215332"
## [1] "2011-12-16 00:00:00 XLP -300 @ 31.4899997711182"
## [1] "2011-12-16 00:00:00 XLP -300 @ 31.4899997711182"
## [1] "2011-12-20 00:00:00 XLP 300 @ 32.0099983215332"
## [1] "2011-12-20 00:00:00 XLP 300 @ 32.0099983215332"
## [1] "2011-12-21 00:00:00 XLP -300 @ 32.3499984741211"
## [1] "2011-12-21 00:00:00 XLP -300 @ 32.3499984741211"
## [1] "2012-01-05 00:00:00 XLP 300 @ 32.3699989318848"
## [1] "2012-01-05 00:00:00 XLP 300 @ 32.3699989318848"
## [1] "2012-01-18 00:00:00 XLP -300 @ 32.3300018310547"
## [1] "2012-01-18 00:00:00 XLP -300 @ 32.3300018310547"
## [1] "2012-01-25 00:00:00 XLP 300 @ 32.560001373291"
## [1] "2012-01-25 00:00:00 XLP 300 @ 32.560001373291"
## [1] "2012-01-26 00:00:00 XLP -300 @ 32.439998626709"
## [1] "2012-01-26 00:00:00 XLP -300 @ 32.439998626709"
## [1] "2012-01-30 00:00:00 XLP 300 @ 32.0099983215332"
## [1] "2012-01-30 00:00:00 XLP 300 @ 32.0099983215332"
## [1] "2012-02-02 00:00:00 XLP -300 @ 32.3800010681152"
## [1] "2012-02-02 00:00:00 XLP -300 @ 32.3800010681152"
## [1] "2012-02-22 00:00:00 XLP 300 @ 32.7799987792969"
## [1] "2012-02-22 00:00:00 XLP 300 @ 32.7799987792969"
## [1] "2012-02-27 00:00:00 XLP -300 @ 33.060001373291"
## [1] "2012-02-27 00:00:00 XLP -300 @ 33.060001373291"
## [1] "2012-03-07 00:00:00 XLP 300 @ 33.1300010681152"
## [1] "2012-03-07 00:00:00 XLP 300 @ 33.1300010681152"
## [1] "2012-03-09 00:00:00 XLP -300 @ 33.4700012207031"
## [1] "2012-03-09 00:00:00 XLP -300 @ 33.4700012207031"
## [1] "2012-03-19 00:00:00 XLP 300 @ 33.6199989318848"
## [1] "2012-03-19 00:00:00 XLP 300 @ 33.6199989318848"
## [1] "2012-03-23 00:00:00 XLP -300 @ 33.7599983215332"
## [1] "2012-03-23 00:00:00 XLP -300 @ 33.7599983215332"
## [1] "2012-04-10 00:00:00 XLP 300 @ 33.439998626709"
## [1] "2012-04-10 00:00:00 XLP 300 @ 33.439998626709"
## [1] "2012-04-17 00:00:00 XLP -300 @ 34.1100006103516"
## [1] "2012-04-17 00:00:00 XLP -300 @ 34.1100006103516"
## [1] "2012-04-24 00:00:00 XLP 300 @ 33.7900009155273"
## [1] "2012-04-24 00:00:00 XLP 300 @ 33.7900009155273"
## [1] "2012-04-27 00:00:00 XLP -300 @ 34.2700004577637"
## [1] "2012-04-27 00:00:00 XLP -300 @ 34.2700004577637"
## [1] "2012-05-07 00:00:00 XLP 300 @ 34.1300010681152"
## [1] "2012-05-07 00:00:00 XLP 300 @ 34.1300010681152"
## [1] "2012-05-25 00:00:00 XLP -300 @ 33.8899993896484"
## [1] "2012-05-25 00:00:00 XLP -300 @ 33.8899993896484"
## [1] "2012-06-01 00:00:00 XLP 300 @ 33.1599998474121"
## [1] "2012-06-01 00:00:00 XLP 300 @ 33.1599998474121"
## [1] "2012-06-07 00:00:00 XLP -300 @ 33.7999992370605"
## [1] "2012-06-07 00:00:00 XLP -300 @ 33.7999992370605"
## [1] "2012-06-21 00:00:00 XLP 300 @ 33.810001373291"
## [1] "2012-06-21 00:00:00 XLP 300 @ 33.810001373291"
## [1] "2012-06-28 00:00:00 XLP -300 @ 34.1300010681152"
## [1] "2012-06-28 00:00:00 XLP -300 @ 34.1300010681152"
## [1] "2012-07-23 00:00:00 XLP 300 @ 34.7400016784668"
## [1] "2012-07-23 00:00:00 XLP 300 @ 34.7400016784668"
## [1] "2012-07-27 00:00:00 XLP -300 @ 35.6100006103516"
## [1] "2012-07-27 00:00:00 XLP -300 @ 35.6100006103516"
## [1] "2012-08-03 00:00:00 XLP 300 @ 35.75"
## [1] "2012-08-03 00:00:00 XLP 300 @ 35.75"
## [1] "2012-08-06 00:00:00 XLP -300 @ 35.7299995422363"
## [1] "2012-08-06 00:00:00 XLP -300 @ 35.7299995422363"
## [1] "2012-08-22 00:00:00 XLP 300 @ 35.5699996948242"
## [1] "2012-08-22 00:00:00 XLP 300 @ 35.5699996948242"
## [1] "2012-08-29 00:00:00 XLP -300 @ 35.5900001525879"
## [1] "2012-08-29 00:00:00 XLP -300 @ 35.5900001525879"
## [1] "2012-08-31 00:00:00 XLP 300 @ 35.4599990844727"
## [1] "2012-08-31 00:00:00 XLP 300 @ 35.4599990844727"
## [1] "2012-09-05 00:00:00 XLP -300 @ 35.6100006103516"
## [1] "2012-09-05 00:00:00 XLP -300 @ 35.6100006103516"
## [1] "2012-09-12 00:00:00 XLP 300 @ 35.4199981689453"
## [1] "2012-09-12 00:00:00 XLP 300 @ 35.4199981689453"
## [1] "2012-09-14 00:00:00 XLP -300 @ 35.7799987792969"
## [1] "2012-09-14 00:00:00 XLP -300 @ 35.7799987792969"
## [1] "2012-09-24 00:00:00 XLP 300 @ 36.0800018310547"
## [1] "2012-09-24 00:00:00 XLP 300 @ 36.0800018310547"
## [1] "2012-10-02 00:00:00 XLP -300 @ 36.0900001525879"
## [1] "2012-10-02 00:00:00 XLP -300 @ 36.0900001525879"
## [1] "2012-10-10 00:00:00 XLP 300 @ 35.9000015258789"
## [1] "2012-10-10 00:00:00 XLP 300 @ 35.9000015258789"
## [1] "2012-10-16 00:00:00 XLP -300 @ 36.1800003051758"
## [1] "2012-10-16 00:00:00 XLP -300 @ 36.1800003051758"
## [1] "2012-10-22 00:00:00 XLP 300 @ 35.7299995422363"
## [1] "2012-10-22 00:00:00 XLP 300 @ 35.7299995422363"
## [1] "2012-11-07 00:00:00 XLP -300 @ 34.9799995422363"
## [1] "2012-11-07 00:00:00 XLP -300 @ 34.9799995422363"
## [1] "2012-11-08 00:00:00 XLP 300 @ 34.5999984741211"
## [1] "2012-11-08 00:00:00 XLP 300 @ 34.5999984741211"
## [1] "2012-11-20 00:00:00 XLP -300 @ 35.0999984741211"
## [1] "2012-11-20 00:00:00 XLP -300 @ 35.0999984741211"
## [1] "2012-12-14 00:00:00 XLP 300 @ 35.9599990844727"
## [1] "2012-12-14 00:00:00 XLP 300 @ 35.9599990844727"
## [1] "2013-01-03 00:00:00 XLP -300 @ 35.7099990844727"
## [1] "2013-01-03 00:00:00 XLP -300 @ 35.7099990844727"
## [1] "2013-01-09 00:00:00 XLP 300 @ 35.5499992370605"
## [1] "2013-01-09 00:00:00 XLP 300 @ 35.5499992370605"
## [1] "2013-01-11 00:00:00 XLP -300 @ 35.9199981689453"
## [1] "2013-01-11 00:00:00 XLP -300 @ 35.9199981689453"
## [1] "2013-02-26 00:00:00 XLP 300 @ 37.8300018310547"
## [1] "2013-02-26 00:00:00 XLP 300 @ 37.8300018310547"
## [1] "2013-02-28 00:00:00 XLP -300 @ 38.0900001525879"
## [1] "2013-02-28 00:00:00 XLP -300 @ 38.0900001525879"
## [1] "2013-03-18 00:00:00 XLP 300 @ 38.3699989318848"
## [1] "2013-03-18 00:00:00 XLP 300 @ 38.3699989318848"
## [1] "2013-03-21 00:00:00 XLP -300 @ 38.939998626709"
## [1] "2013-03-21 00:00:00 XLP -300 @ 38.939998626709"
## [1] "2013-04-08 00:00:00 XLP 300 @ 40.1100006103516"
## [1] "2013-04-08 00:00:00 XLP 300 @ 40.1100006103516"
## [1] "2013-04-09 00:00:00 XLP -300 @ 40.0699996948242"
## [1] "2013-04-09 00:00:00 XLP -300 @ 40.0699996948242"
## [1] "2013-04-16 00:00:00 XLP 300 @ 40.810001373291"
## [1] "2013-04-16 00:00:00 XLP 300 @ 40.810001373291"
## [1] "2013-04-17 00:00:00 XLP -300 @ 40.4599990844727"
## [1] "2013-04-17 00:00:00 XLP -300 @ 40.4599990844727"
## [1] "2013-04-25 00:00:00 XLP 300 @ 40.9000015258789"
## [1] "2013-04-25 00:00:00 XLP 300 @ 40.9000015258789"
## [1] "2013-05-03 00:00:00 XLP -300 @ 41.2299995422363"
## [1] "2013-05-03 00:00:00 XLP -300 @ 41.2299995422363"
## [1] "2013-05-07 00:00:00 XLP 300 @ 41.2400016784668"
## [1] "2013-05-07 00:00:00 XLP 300 @ 41.2400016784668"
## [1] "2013-05-08 00:00:00 XLP -300 @ 41.2900009155273"
## [1] "2013-05-08 00:00:00 XLP -300 @ 41.2900009155273"
## [1] "2013-05-10 00:00:00 XLP 300 @ 41.1599998474121"
## [1] "2013-05-10 00:00:00 XLP 300 @ 41.1599998474121"
## [1] "2013-05-15 00:00:00 XLP -300 @ 42.1300010681152"
## [1] "2013-05-15 00:00:00 XLP -300 @ 42.1300010681152"
## [1] "2013-05-21 00:00:00 XLP 300 @ 41.5499992370605"
## [1] "2013-05-21 00:00:00 XLP 300 @ 41.5499992370605"
## [1] "2013-05-28 00:00:00 XLP -300 @ 41.7700004577637"
## [1] "2013-05-28 00:00:00 XLP -300 @ 41.7700004577637"
## [1] "2013-05-30 00:00:00 XLP 300 @ 40.810001373291"
## [1] "2013-05-30 00:00:00 XLP 300 @ 40.810001373291"
## [1] "2013-06-10 00:00:00 XLP -300 @ 40.6800003051758"
## [1] "2013-06-10 00:00:00 XLP -300 @ 40.6800003051758"
## [1] "2013-06-13 00:00:00 XLP 300 @ 40.7999992370605"
## [1] "2013-06-13 00:00:00 XLP 300 @ 40.7999992370605"
## [1] "2013-06-14 00:00:00 XLP -300 @ 40.7000007629395"
## [1] "2013-06-14 00:00:00 XLP -300 @ 40.7000007629395"
## [1] "2013-06-20 00:00:00 XLP 300 @ 39.1699981689453"
## [1] "2013-06-20 00:00:00 XLP 300 @ 39.1699981689453"
## [1] "2013-06-27 00:00:00 XLP -300 @ 39.9199981689453"
## [1] "2013-06-27 00:00:00 XLP -300 @ 39.9199981689453"
## [1] "2013-07-25 00:00:00 XLP 300 @ 41.5800018310547"
## [1] "2013-07-25 00:00:00 XLP 300 @ 41.5800018310547"
## [1] "2013-08-02 00:00:00 XLP -300 @ 41.75"
## [1] "2013-08-02 00:00:00 XLP -300 @ 41.75"
## [1] "2013-08-08 00:00:00 XLP 300 @ 41.75"
## [1] "2013-08-08 00:00:00 XLP 300 @ 41.75"
## [1] "2013-08-26 00:00:00 XLP -300 @ 39.7400016784668"
## [1] "2013-08-26 00:00:00 XLP -300 @ 39.7400016784668"
## [1] "2013-08-27 00:00:00 XLP 300 @ 39.5299987792969"
## [1] "2013-08-27 00:00:00 XLP 300 @ 39.5299987792969"
## [1] "2013-09-05 00:00:00 XLP -300 @ 39.6699981689453"
## [1] "2013-09-05 00:00:00 XLP -300 @ 39.6699981689453"
## [1] "2013-09-23 00:00:00 XLP 300 @ 40.7999992370605"
## [1] "2013-09-23 00:00:00 XLP 300 @ 40.7999992370605"
## [1] "2013-10-11 00:00:00 XLP -300 @ 40.5699996948242"
## [1] "2013-10-11 00:00:00 XLP -300 @ 40.5699996948242"
## [1] "2013-11-01 00:00:00 XLP 300 @ 42.5099983215332"
## [1] "2013-11-01 00:00:00 XLP 300 @ 42.5099983215332"
## [1] "2013-11-06 00:00:00 XLP -300 @ 43.0900001525879"
## [1] "2013-11-06 00:00:00 XLP -300 @ 43.0900001525879"
## [1] "2013-11-08 00:00:00 XLP 300 @ 42.6699981689453"
## [1] "2013-11-08 00:00:00 XLP 300 @ 42.6699981689453"
## [1] "2013-11-14 00:00:00 XLP -300 @ 43.2799987792969"
## [1] "2013-11-14 00:00:00 XLP -300 @ 43.2799987792969"
## [1] "2013-11-20 00:00:00 XLP 300 @ 42.8600006103516"
## [1] "2013-11-20 00:00:00 XLP 300 @ 42.8600006103516"
## [1] "2013-11-25 00:00:00 XLP -300 @ 43.0900001525879"
## [1] "2013-11-25 00:00:00 XLP -300 @ 43.0900001525879"
## [1] "2013-12-02 00:00:00 XLP 300 @ 42.7799987792969"
## [1] "2013-12-02 00:00:00 XLP 300 @ 42.7799987792969"
## [1] "2013-12-09 00:00:00 XLP -300 @ 43.2299995422363"
## [1] "2013-12-09 00:00:00 XLP -300 @ 43.2299995422363"
## [1] "2013-12-13 00:00:00 XLP 300 @ 42.2700004577637"
## [1] "2013-12-13 00:00:00 XLP 300 @ 42.2700004577637"
## [1] "2013-12-19 00:00:00 XLP -300 @ 42.6800003051758"
## [1] "2013-12-19 00:00:00 XLP -300 @ 42.6800003051758"
## [1] "2014-01-03 00:00:00 XLP 300 @ 42.3699989318848"
## [1] "2014-01-03 00:00:00 XLP 300 @ 42.3699989318848"
## [1] "2014-02-07 00:00:00 XLP -300 @ 40.9300003051758"
## [1] "2014-02-07 00:00:00 XLP -300 @ 40.9300003051758"
## [1] "2014-03-14 00:00:00 XLP 300 @ 42.5800018310547"
## [1] "2014-03-14 00:00:00 XLP 300 @ 42.5800018310547"
## [1] "2014-03-18 00:00:00 XLP -300 @ 42.9199981689453"
## [1] "2014-03-18 00:00:00 XLP -300 @ 42.9199981689453"
## [1] "2014-03-20 00:00:00 XLP 300 @ 42.7400016784668"
## [1] "2014-03-20 00:00:00 XLP 300 @ 42.7400016784668"
## [1] "2014-03-26 00:00:00 XLP -300 @ 42.6699981689453"
## [1] "2014-03-26 00:00:00 XLP -300 @ 42.6699981689453"
## [1] "2014-04-07 00:00:00 XLP 300 @ 42.9900016784668"
## [1] "2014-04-07 00:00:00 XLP 300 @ 42.9900016784668"
## [1] "2014-04-09 00:00:00 XLP -300 @ 43.4000015258789"
## [1] "2014-04-09 00:00:00 XLP -300 @ 43.4000015258789"
## [1] "2014-04-11 00:00:00 XLP 300 @ 42.75"
## [1] "2014-04-11 00:00:00 XLP 300 @ 42.75"
## [1] "2014-04-16 00:00:00 XLP -300 @ 43.6199989318848"
## [1] "2014-04-16 00:00:00 XLP -300 @ 43.6199989318848"
## [1] "2014-05-06 00:00:00 XLP 300 @ 43.8199996948242"
## [1] "2014-05-06 00:00:00 XLP 300 @ 43.8199996948242"
## [1] "2014-05-08 00:00:00 XLP -300 @ 44.2999992370605"
## [1] "2014-05-08 00:00:00 XLP -300 @ 44.2999992370605"
## [1] "2014-05-15 00:00:00 XLP 300 @ 44.0099983215332"
## [1] "2014-05-15 00:00:00 XLP 300 @ 44.0099983215332"
## [1] "2014-05-28 00:00:00 XLP -300 @ 44.3400001525879"
## [1] "2014-05-28 00:00:00 XLP -300 @ 44.3400001525879"
## [1] "2014-06-12 00:00:00 XLP 300 @ 44.7200012207031"
## [1] "2014-06-12 00:00:00 XLP 300 @ 44.7200012207031"
## [1] "2014-06-19 00:00:00 XLP -300 @ 45.6699981689453"
## [1] "2014-06-19 00:00:00 XLP -300 @ 45.6699981689453"
## [1] "2014-06-24 00:00:00 XLP 300 @ 44.810001373291"
## [1] "2014-06-24 00:00:00 XLP 300 @ 44.810001373291"
## [1] "2014-07-03 00:00:00 XLP -300 @ 45.0900001525879"
## [1] "2014-07-03 00:00:00 XLP -300 @ 45.0900001525879"
## [1] "2014-07-16 00:00:00 XLP 300 @ 45.0299987792969"
## [1] "2014-07-16 00:00:00 XLP 300 @ 45.0299987792969"
## [1] "2014-07-21 00:00:00 XLP -300 @ 44.9900016784668"
## [1] "2014-07-21 00:00:00 XLP -300 @ 44.9900016784668"
## [1] "2014-07-24 00:00:00 XLP 300 @ 44.9700012207031"
## [1] "2014-07-24 00:00:00 XLP 300 @ 44.9700012207031"
## [1] "2014-08-07 00:00:00 XLP -300 @ 43.4300003051758"
## [1] "2014-08-07 00:00:00 XLP -300 @ 43.4300003051758"
## [1] "2014-09-10 00:00:00 XLP 300 @ 45.3499984741211"
## [1] "2014-09-10 00:00:00 XLP 300 @ 45.3499984741211"
## [1] "2014-09-17 00:00:00 XLP -300 @ 45.5099983215332"
## [1] "2014-09-17 00:00:00 XLP -300 @ 45.5099983215332"
## [1] "2014-09-23 00:00:00 XLP 300 @ 44.9500007629395"
## [1] "2014-09-23 00:00:00 XLP 300 @ 44.9500007629395"
## [1] "2014-09-25 00:00:00 XLP -300 @ 44.9300003051758"
## [1] "2014-09-25 00:00:00 XLP -300 @ 44.9300003051758"
## [1] "2014-09-26 00:00:00 XLP 300 @ 45.0999984741211"
## [1] "2014-09-26 00:00:00 XLP 300 @ 45.0999984741211"
## [1] "2014-10-06 00:00:00 XLP -300 @ 45.4599990844727"
## [1] "2014-10-06 00:00:00 XLP -300 @ 45.4599990844727"
## [1] "2014-10-14 00:00:00 XLP 300 @ 44.9599990844727"
## [1] "2014-10-14 00:00:00 XLP 300 @ 44.9599990844727"
## [1] "2014-10-21 00:00:00 XLP -300 @ 45.4599990844727"
## [1] "2014-10-21 00:00:00 XLP -300 @ 45.4599990844727"
## [1] "2014-11-17 00:00:00 XLP 300 @ 48.0800018310547"
## [1] "2014-11-17 00:00:00 XLP 300 @ 48.0800018310547"
## [1] "2014-11-18 00:00:00 XLP -300 @ 48.2599983215332"
## [1] "2014-11-18 00:00:00 XLP -300 @ 48.2599983215332"
## [1] "2014-12-04 00:00:00 XLP 300 @ 48.7599983215332"
## [1] "2014-12-04 00:00:00 XLP 300 @ 48.7599983215332"
## [1] "2014-12-18 00:00:00 XLP -300 @ 49.0200004577637"
## [1] "2014-12-18 00:00:00 XLP -300 @ 49.0200004577637"
## [1] "2014-12-31 00:00:00 XLP 300 @ 48.4900016784668"
## [1] "2014-12-31 00:00:00 XLP 300 @ 48.4900016784668"
## [1] "2015-01-08 00:00:00 XLP -300 @ 49.5099983215332"
## [1] "2015-01-08 00:00:00 XLP -300 @ 49.5099983215332"
## [1] "2015-01-15 00:00:00 XLP 300 @ 48.8800010681152"
## [1] "2015-01-15 00:00:00 XLP 300 @ 48.8800010681152"
## [1] "2015-01-20 00:00:00 XLP -300 @ 49.4700012207031"
## [1] "2015-01-20 00:00:00 XLP -300 @ 49.4700012207031"
## [1] "2015-01-28 00:00:00 XLP 300 @ 48.5099983215332"
## [1] "2015-01-28 00:00:00 XLP 300 @ 48.5099983215332"
## [1] "2015-02-04 00:00:00 XLP -300 @ 49.0400009155273"
## [1] "2015-02-04 00:00:00 XLP -300 @ 49.0400009155273"
## [1] "2015-02-10 00:00:00 XLP 300 @ 49.2700004577637"
## [1] "2015-02-10 00:00:00 XLP 300 @ 49.2700004577637"
## [1] "2015-02-11 00:00:00 XLP -300 @ 49.5"
## [1] "2015-02-11 00:00:00 XLP -300 @ 49.5"
## [1] "2015-03-05 00:00:00 XLP 300 @ 49.7299995422363"
## [1] "2015-03-05 00:00:00 XLP 300 @ 49.7299995422363"
## [1] "2015-03-17 00:00:00 XLP -300 @ 48.5200004577637"
## [1] "2015-03-17 00:00:00 XLP -300 @ 48.5200004577637"
## [1] "2015-03-26 00:00:00 XLP 300 @ 48.4099998474121"
## [1] "2015-03-26 00:00:00 XLP 300 @ 48.4099998474121"
## [1] "2015-03-31 00:00:00 XLP -300 @ 48.7400016784668"
## [1] "2015-03-31 00:00:00 XLP -300 @ 48.7400016784668"
## [1] "2015-04-16 00:00:00 XLP 300 @ 49.5200004577637"
## [1] "2015-04-16 00:00:00 XLP 300 @ 49.5200004577637"
## [1] "2015-05-05 00:00:00 XLP -300 @ 48.4900016784668"
## [1] "2015-05-05 00:00:00 XLP -300 @ 48.4900016784668"
## [1] "2015-05-06 00:00:00 XLP 300 @ 48.6399993896484"
## [1] "2015-05-06 00:00:00 XLP 300 @ 48.6399993896484"
## [1] "2015-05-11 00:00:00 XLP -300 @ 48.9700012207031"
## [1] "2015-05-11 00:00:00 XLP -300 @ 48.9700012207031"
## [1] "2015-05-21 00:00:00 XLP 300 @ 49.4599990844727"
## [1] "2015-05-21 00:00:00 XLP 300 @ 49.4599990844727"
## [1] "2015-06-11 00:00:00 XLP -300 @ 48.25"
## [1] "2015-06-11 00:00:00 XLP -300 @ 48.25"
## [1] "2015-06-16 00:00:00 XLP 300 @ 48.2299995422363"
## [1] "2015-06-16 00:00:00 XLP 300 @ 48.2299995422363"
## [1] "2015-06-17 00:00:00 XLP -300 @ 48.4900016784668"
## [1] "2015-06-17 00:00:00 XLP -300 @ 48.4900016784668"
## [1] "2015-06-25 00:00:00 XLP 300 @ 48.3300018310547"
## [1] "2015-06-25 00:00:00 XLP 300 @ 48.3300018310547"
## [1] "2015-07-02 00:00:00 XLP -300 @ 48.1699981689453"
## [1] "2015-07-02 00:00:00 XLP -300 @ 48.1699981689453"
## [1] "2015-07-24 00:00:00 XLP 300 @ 49.6800003051758"
## [1] "2015-07-24 00:00:00 XLP 300 @ 49.6800003051758"
## [1] "2015-07-29 00:00:00 XLP -300 @ 50.3800010681152"
## [1] "2015-07-29 00:00:00 XLP -300 @ 50.3800010681152"
## [1] "2015-08-10 00:00:00 XLP 300 @ 50.3499984741211"
## [1] "2015-08-10 00:00:00 XLP 300 @ 50.3499984741211"
## [1] "2015-08-28 00:00:00 XLP -300 @ 47.6399993896484"
## [1] "2015-08-28 00:00:00 XLP -300 @ 47.6399993896484"
## [1] "2015-09-02 00:00:00 XLP 300 @ 46.9700012207031"
## [1] "2015-09-02 00:00:00 XLP 300 @ 46.9700012207031"
## [1] "2015-09-09 00:00:00 XLP -300 @ 46.7099990844727"
## [1] "2015-09-09 00:00:00 XLP -300 @ 46.7099990844727"
## [1] "2015-09-21 00:00:00 XLP 300 @ 47.5400009155273"
## [1] "2015-09-21 00:00:00 XLP 300 @ 47.5400009155273"
## [1] "2015-09-28 00:00:00 XLP -300 @ 46.7799987792969"
## [1] "2015-09-28 00:00:00 XLP -300 @ 46.7799987792969"
## [1] "2015-09-29 00:00:00 XLP 300 @ 46.7599983215332"
## [1] "2015-09-29 00:00:00 XLP 300 @ 46.7599983215332"
## [1] "2015-10-01 00:00:00 XLP -300 @ 47.189998626709"
## [1] "2015-10-01 00:00:00 XLP -300 @ 47.189998626709"
## [1] "2015-10-15 00:00:00 XLP 300 @ 49.1599998474121"
## [1] "2015-10-15 00:00:00 XLP 300 @ 49.1599998474121"
## [1] "2015-10-19 00:00:00 XLP -300 @ 49.8499984741211"
## [1] "2015-10-19 00:00:00 XLP -300 @ 49.8499984741211"
## [1] "2015-10-29 00:00:00 XLP 300 @ 50.439998626709"
## [1] "2015-10-29 00:00:00 XLP 300 @ 50.439998626709"
## [1] "2015-11-19 00:00:00 XLP -300 @ 49.4300003051758"
## [1] "2015-11-19 00:00:00 XLP -300 @ 49.4300003051758"
## [1] "2015-12-01 00:00:00 XLP 300 @ 49.8400001525879"
## [1] "2015-12-01 00:00:00 XLP 300 @ 49.8400001525879"
## [1] "2015-12-07 00:00:00 XLP -300 @ 50.5800018310547"
## [1] "2015-12-07 00:00:00 XLP -300 @ 50.5800018310547"
## [1] "2015-12-10 00:00:00 XLP 300 @ 50.0299987792969"
## [1] "2015-12-10 00:00:00 XLP 300 @ 50.0299987792969"
## [1] "2015-12-16 00:00:00 XLP -300 @ 51.2599983215332"
## [1] "2015-12-16 00:00:00 XLP -300 @ 51.2599983215332"
## [1] "2015-12-21 00:00:00 XLP 300 @ 49.9000015258789"
## [1] "2015-12-21 00:00:00 XLP 300 @ 49.9000015258789"
## [1] "2015-12-23 00:00:00 XLP -300 @ 50.9199981689453"
## [1] "2015-12-23 00:00:00 XLP -300 @ 50.9199981689453"
## [1] "2016-01-04 00:00:00 XLP 300 @ 49.8499984741211"
## [1] "2016-01-04 00:00:00 XLP 300 @ 49.8499984741211"
## [1] "2016-01-13 00:00:00 XLP -300 @ 48.8400001525879"
## [1] "2016-01-13 00:00:00 XLP -300 @ 48.8400001525879"
## [1] "2016-01-14 00:00:00 XLP 300 @ 49.0699996948242"
## [1] "2016-01-14 00:00:00 XLP 300 @ 49.0699996948242"
## [1] "2016-01-25 00:00:00 XLP -300 @ 48.8499984741211"
## [1] "2016-01-25 00:00:00 XLP -300 @ 48.8499984741211"
## [1] "2016-02-05 00:00:00 XLP 300 @ 49.6300010681152"
## [1] "2016-02-05 00:00:00 XLP 300 @ 49.6300010681152"
## [1] "2016-02-16 00:00:00 XLP -300 @ 50.4700012207031"
## [1] "2016-02-16 00:00:00 XLP -300 @ 50.4700012207031"
## [1] "2016-03-01 00:00:00 XLP 300 @ 51.4099998474121"
## [1] "2016-03-01 00:00:00 XLP 300 @ 51.4099998474121"
## [1] "2016-03-03 00:00:00 XLP -300 @ 51.8199996948242"
## [1] "2016-03-03 00:00:00 XLP -300 @ 51.8199996948242"
## [1] "2016-03-23 00:00:00 XLP 300 @ 52.3800010681152"
## [1] "2016-03-23 00:00:00 XLP 300 @ 52.3800010681152"
## [1] "2016-03-29 00:00:00 XLP -300 @ 52.9900016784668"
## [1] "2016-03-29 00:00:00 XLP -300 @ 52.9900016784668"
## [1] "2016-04-08 00:00:00 XLP 300 @ 53.4099998474121"
## [1] "2016-04-08 00:00:00 XLP 300 @ 53.4099998474121"
## [1] "2016-04-19 00:00:00 XLP -300 @ 53.310001373291"
## [1] "2016-04-19 00:00:00 XLP -300 @ 53.310001373291"
## [1] "2016-04-21 00:00:00 XLP 300 @ 51.7700004577637"
## [1] "2016-04-21 00:00:00 XLP 300 @ 51.7700004577637"
## [1] "2016-04-29 00:00:00 XLP -300 @ 52.2999992370605"
## [1] "2016-04-29 00:00:00 XLP -300 @ 52.2999992370605"
## [1] "2016-05-16 00:00:00 XLP 300 @ 53.5800018310547"
## [1] "2016-05-16 00:00:00 XLP 300 @ 53.5800018310547"
## [1] "2016-05-25 00:00:00 XLP -300 @ 52.7299995422363"
## [1] "2016-05-25 00:00:00 XLP -300 @ 52.7299995422363"
## [1] "2016-06-01 00:00:00 XLP 300 @ 53.2000007629395"
## [1] "2016-06-01 00:00:00 XLP 300 @ 53.2000007629395"
## [1] "2016-06-02 00:00:00 XLP -300 @ 53.2200012207031"
## [1] "2016-06-02 00:00:00 XLP -300 @ 53.2200012207031"
## [1] "2016-06-14 00:00:00 XLP 300 @ 53.8899993896484"
## [1] "2016-06-14 00:00:00 XLP 300 @ 53.8899993896484"
## [1] "2016-06-17 00:00:00 XLP -300 @ 53.4700012207031"
## [1] "2016-06-17 00:00:00 XLP -300 @ 53.4700012207031"
## [1] "2016-06-20 00:00:00 XLP 300 @ 53.6399993896484"
## [1] "2016-06-20 00:00:00 XLP 300 @ 53.6399993896484"
## [1] "2016-06-24 00:00:00 XLP -300 @ 53.0999984741211"
## [1] "2016-06-24 00:00:00 XLP -300 @ 53.0999984741211"
## [1] "2016-06-27 00:00:00 XLP 300 @ 52.9900016784668"
## [1] "2016-06-27 00:00:00 XLP 300 @ 52.9900016784668"
## [1] "2016-06-30 00:00:00 XLP -300 @ 55.1500015258789"
## [1] "2016-06-30 00:00:00 XLP -300 @ 55.1500015258789"
## [1] "2016-07-20 00:00:00 XLP 300 @ 55.4000015258789"
## [1] "2016-07-20 00:00:00 XLP 300 @ 55.4000015258789"
## [1] "2016-08-10 00:00:00 XLP -300 @ 54.9000015258789"
## [1] "2016-08-10 00:00:00 XLP -300 @ 54.9000015258789"
## [1] "2016-08-17 00:00:00 XLP 300 @ 54.8600006103516"
## [1] "2016-08-17 00:00:00 XLP 300 @ 54.8600006103516"
## [1] "2016-08-19 00:00:00 XLP -300 @ 54.9199981689453"
## [1] "2016-08-19 00:00:00 XLP -300 @ 54.9199981689453"
## [1] "2016-08-25 00:00:00 XLP 300 @ 54.5900001525879"
## [1] "2016-08-25 00:00:00 XLP 300 @ 54.5900001525879"
## [1] "2016-09-06 00:00:00 XLP -300 @ 54.939998626709"
## [1] "2016-09-06 00:00:00 XLP -300 @ 54.939998626709"
## [1] "2016-09-08 00:00:00 XLP 300 @ 54.1599998474121"
## [1] "2016-09-08 00:00:00 XLP 300 @ 54.1599998474121"
## [1] "2016-09-22 00:00:00 XLP -300 @ 53.5800018310547"
## [1] "2016-09-22 00:00:00 XLP -300 @ 53.5800018310547"
## [1] "2016-09-27 00:00:00 XLP 300 @ 53.1100006103516"
## [1] "2016-09-27 00:00:00 XLP 300 @ 53.1100006103516"
## [1] "2016-10-24 00:00:00 XLP -300 @ 52.5699996948242"
## [1] "2016-10-24 00:00:00 XLP -300 @ 52.5699996948242"
## [1] "2016-10-28 00:00:00 XLP 300 @ 52.6699981689453"
## [1] "2016-10-28 00:00:00 XLP 300 @ 52.6699981689453"
## [1] "2016-11-01 00:00:00 XLP -300 @ 52.5699996948242"
## [1] "2016-11-01 00:00:00 XLP -300 @ 52.5699996948242"
## [1] "2016-11-03 00:00:00 XLP 300 @ 52.0800018310547"
## [1] "2016-11-03 00:00:00 XLP 300 @ 52.0800018310547"
## [1] "2016-11-08 00:00:00 XLP -300 @ 52.7000007629395"
## [1] "2016-11-08 00:00:00 XLP -300 @ 52.7000007629395"
## [1] "2016-11-10 00:00:00 XLP 300 @ 50.5900001525879"
## [1] "2016-11-10 00:00:00 XLP 300 @ 50.5900001525879"
## [1] "2016-11-22 00:00:00 XLP -300 @ 51.0999984741211"
## [1] "2016-11-22 00:00:00 XLP -300 @ 51.0999984741211"
## [1] "2016-12-01 00:00:00 XLP 300 @ 50.25"
## [1] "2016-12-01 00:00:00 XLP 300 @ 50.25"
## [1] "2016-12-07 00:00:00 XLP -300 @ 51.5099983215332"
## [1] "2016-12-07 00:00:00 XLP -300 @ 51.5099983215332"
## [1] "2016-12-23 00:00:00 XLP 300 @ 52.060001373291"
## [1] "2016-12-23 00:00:00 XLP 300 @ 52.060001373291"
## [1] "2017-01-06 00:00:00 XLP -300 @ 52.1199989318848"
## [1] "2017-01-06 00:00:00 XLP -300 @ 52.1199989318848"
## [1] "2017-01-10 00:00:00 XLP 300 @ 51.439998626709"
## [1] "2017-01-10 00:00:00 XLP 300 @ 51.439998626709"
## [1] "2017-01-18 00:00:00 XLP -300 @ 52.4300003051758"
## [1] "2017-01-18 00:00:00 XLP -300 @ 52.4300003051758"
## [1] "2017-01-30 00:00:00 XLP 300 @ 52.3400001525879"
## [1] "2017-01-30 00:00:00 XLP 300 @ 52.3400001525879"
## [1] "2017-02-06 00:00:00 XLP -300 @ 52.7099990844727"
## [1] "2017-02-06 00:00:00 XLP -300 @ 52.7099990844727"
## [1] "2017-03-06 00:00:00 XLP 300 @ 54.9000015258789"
## [1] "2017-03-06 00:00:00 XLP 300 @ 54.9000015258789"
## [1] "2017-03-13 00:00:00 XLP -300 @ 55.0900001525879"
## [1] "2017-03-13 00:00:00 XLP -300 @ 55.0900001525879"
## [1] "2017-03-20 00:00:00 XLP 300 @ 55.0900001525879"
## [1] "2017-03-20 00:00:00 XLP 300 @ 55.0900001525879"
## [1] "2017-03-30 00:00:00 XLP -300 @ 54.7400016784668"
## [1] "2017-03-30 00:00:00 XLP -300 @ 54.7400016784668"
## [1] "2017-04-03 00:00:00 XLP 300 @ 54.4900016784668"
## [1] "2017-04-03 00:00:00 XLP 300 @ 54.4900016784668"
## [1] "2017-04-10 00:00:00 XLP -300 @ 54.8600006103516"
## [1] "2017-04-10 00:00:00 XLP -300 @ 54.8600006103516"
## [1] "2017-04-24 00:00:00 XLP 300 @ 55.5"
## [1] "2017-04-24 00:00:00 XLP 300 @ 55.5"
## [1] "2017-04-25 00:00:00 XLP -300 @ 55.7200012207031"
## [1] "2017-04-25 00:00:00 XLP -300 @ 55.7200012207031"
## [1] "2017-04-28 00:00:00 XLP 300 @ 55.1800003051758"
## [1] "2017-04-28 00:00:00 XLP 300 @ 55.1800003051758"
## [1] "2017-05-05 00:00:00 XLP -300 @ 55.2200012207031"
## [1] "2017-05-05 00:00:00 XLP -300 @ 55.2200012207031"
## [1] "2017-05-10 00:00:00 XLP 300 @ 55.0400009155273"
## [1] "2017-05-10 00:00:00 XLP 300 @ 55.0400009155273"
## [1] "2017-05-22 00:00:00 XLP -300 @ 55.6599998474121"
## [1] "2017-05-22 00:00:00 XLP -300 @ 55.6599998474121"
## [1] "2017-06-09 00:00:00 XLP 300 @ 56.6699981689453"
## [1] "2017-06-09 00:00:00 XLP 300 @ 56.6699981689453"
## [1] "2017-06-15 00:00:00 XLP -300 @ 56.9799995422363"
## [1] "2017-06-15 00:00:00 XLP -300 @ 56.9799995422363"
## [1] "2017-06-19 00:00:00 XLP 300 @ 56.2200012207031"
## [1] "2017-06-19 00:00:00 XLP 300 @ 56.2200012207031"
## [1] "2017-07-17 00:00:00 XLP -300 @ 54.7799987792969"
## [1] "2017-07-17 00:00:00 XLP -300 @ 54.7799987792969"
## [1] "2017-08-02 00:00:00 XLP 300 @ 55.2200012207031"
## [1] "2017-08-02 00:00:00 XLP 300 @ 55.2200012207031"
## [1] "2017-08-08 00:00:00 XLP -300 @ 55.2200012207031"
## [1] "2017-08-08 00:00:00 XLP -300 @ 55.2200012207031"
## [1] "2017-08-11 00:00:00 XLP 300 @ 55.1199989318848"
## [1] "2017-08-11 00:00:00 XLP 300 @ 55.1199989318848"
## [1] "2017-08-15 00:00:00 XLP -300 @ 55.6699981689453"
## [1] "2017-08-15 00:00:00 XLP -300 @ 55.6699981689453"
## [1] "2017-08-18 00:00:00 XLP 300 @ 55.2000007629395"
## [1] "2017-08-18 00:00:00 XLP 300 @ 55.2000007629395"
## [1] "2017-09-05 00:00:00 XLP -300 @ 55.0499992370605"
## [1] "2017-09-05 00:00:00 XLP -300 @ 55.0499992370605"
## [1] "2017-09-18 00:00:00 XLP 300 @ 55.2999992370605"
## [1] "2017-09-18 00:00:00 XLP 300 @ 55.2999992370605"
## [1] "2017-10-05 00:00:00 XLP -300 @ 54.3499984741211"
## [1] "2017-10-05 00:00:00 XLP -300 @ 54.3499984741211"
## [1] "2017-10-09 00:00:00 XLP 300 @ 53.6599998474121"
## [1] "2017-10-09 00:00:00 XLP 300 @ 53.6599998474121"
## [1] "2017-10-11 00:00:00 XLP -300 @ 54.2400016784668"
## [1] "2017-10-11 00:00:00 XLP -300 @ 54.2400016784668"
## [1] "2017-10-18 00:00:00 XLP 300 @ 54.3199996948242"
## [1] "2017-10-18 00:00:00 XLP 300 @ 54.3199996948242"
## [1] "2017-11-09 00:00:00 XLP -300 @ 53.7299995422363"
## [1] "2017-11-09 00:00:00 XLP -300 @ 53.7299995422363"
## [1] "2017-12-22 00:00:00 XLP 300 @ 56.8699989318848"
## [1] "2017-12-22 00:00:00 XLP 300 @ 56.8699989318848"
## [1] "2017-12-27 00:00:00 XLP -300 @ 56.9900016784668"
## [1] "2017-12-27 00:00:00 XLP -300 @ 56.9900016784668"
## [1] "2018-01-02 00:00:00 XLP 300 @ 56.5400009155273"
## [1] "2018-01-02 00:00:00 XLP 300 @ 56.5400009155273"
## [1] "2018-01-08 00:00:00 XLP -300 @ 57.0699996948242"
## [1] "2018-01-08 00:00:00 XLP -300 @ 57.0699996948242"
## [1] "2018-01-11 00:00:00 XLP 300 @ 56.6300010681152"
## [1] "2018-01-11 00:00:00 XLP 300 @ 56.6300010681152"
## [1] "2018-01-17 00:00:00 XLP -300 @ 57.560001373291"
## [1] "2018-01-17 00:00:00 XLP -300 @ 57.560001373291"
## [1] "2018-01-31 00:00:00 XLP 300 @ 57.8199996948242"
## [1] "2018-01-31 00:00:00 XLP 300 @ 57.8199996948242"
## [1] "2018-02-14 00:00:00 XLP -300 @ 54.4799995422363"
## [1] "2018-02-14 00:00:00 XLP -300 @ 54.4799995422363"
## [1] "2018-02-21 00:00:00 XLP 300 @ 53.689998626709"
## [1] "2018-02-21 00:00:00 XLP 300 @ 53.689998626709"
## [1] "2018-02-27 00:00:00 XLP -300 @ 53.9700012207031"
## [1] "2018-02-27 00:00:00 XLP -300 @ 53.9700012207031"
## [1] "2018-02-28 00:00:00 XLP 300 @ 53.4099998474121"
## [1] "2018-02-28 00:00:00 XLP 300 @ 53.4099998474121"
## [1] "2018-03-06 00:00:00 XLP -300 @ 54.25"
## [1] "2018-03-06 00:00:00 XLP -300 @ 54.25"
## [1] "2018-03-08 00:00:00 XLP 300 @ 54.25"
## [1] "2018-03-08 00:00:00 XLP 300 @ 54.25"
## [1] "2018-03-12 00:00:00 XLP -300 @ 54.5"
## [1] "2018-03-12 00:00:00 XLP -300 @ 54.5"
## [1] "2018-03-15 00:00:00 XLP 300 @ 53.5299987792969"
## [1] "2018-03-15 00:00:00 XLP 300 @ 53.5299987792969"
## [1] "2018-03-29 00:00:00 XLP -300 @ 52.6300010681152"
## [1] "2018-03-29 00:00:00 XLP -300 @ 52.6300010681152"
## [1] "2018-04-03 00:00:00 XLP 300 @ 52.0200004577637"
## [1] "2018-04-03 00:00:00 XLP 300 @ 52.0200004577637"
## [1] "2018-04-05 00:00:00 XLP -300 @ 52.9599990844727"
## [1] "2018-04-05 00:00:00 XLP -300 @ 52.9599990844727"
## [1] "2018-04-13 00:00:00 XLP 300 @ 52.5900001525879"
## [1] "2018-04-13 00:00:00 XLP 300 @ 52.5900001525879"
## [1] "2018-04-16 00:00:00 XLP -300 @ 53.1599998474121"
## [1] "2018-04-16 00:00:00 XLP -300 @ 53.1599998474121"
## [1] "2018-04-20 00:00:00 XLP 300 @ 50.4900016784668"
## [1] "2018-04-20 00:00:00 XLP 300 @ 50.4900016784668"
## [1] "2018-04-30 00:00:00 XLP -300 @ 50.4500007629395"
## [1] "2018-04-30 00:00:00 XLP -300 @ 50.4500007629395"
## [1] "2018-05-02 00:00:00 XLP 300 @ 49.0299987792969"
## [1] "2018-05-02 00:00:00 XLP 300 @ 49.0299987792969"
## [1] "2018-05-11 00:00:00 XLP -300 @ 49.5400009155273"
## [1] "2018-05-11 00:00:00 XLP -300 @ 49.5400009155273"
## [1] "2018-05-16 00:00:00 XLP 300 @ 49.6800003051758"
## [1] "2018-05-16 00:00:00 XLP 300 @ 49.6800003051758"
## [1] "2018-05-17 00:00:00 XLP -300 @ 49.8499984741211"
## [1] "2018-05-17 00:00:00 XLP -300 @ 49.8499984741211"
## [1] "2018-06-19 00:00:00 XLP 300 @ 51.060001373291"
## [1] "2018-06-19 00:00:00 XLP 300 @ 51.060001373291"
## [1] "2018-06-25 00:00:00 XLP -300 @ 51.8899993896484"
## [1] "2018-06-25 00:00:00 XLP -300 @ 51.8899993896484"
## [1] "2018-07-02 00:00:00 XLP 300 @ 51.2299995422363"
## [1] "2018-07-02 00:00:00 XLP 300 @ 51.2299995422363"
## [1] "2018-07-06 00:00:00 XLP -300 @ 52.2200012207031"
## [1] "2018-07-06 00:00:00 XLP -300 @ 52.2200012207031"
## [1] "2018-08-02 00:00:00 XLP 300 @ 53.6599998474121"
## [1] "2018-08-02 00:00:00 XLP 300 @ 53.6599998474121"
## [1] "2018-08-03 00:00:00 XLP -300 @ 54.2900009155273"
## [1] "2018-08-03 00:00:00 XLP -300 @ 54.2900009155273"
## [1] "2018-08-09 00:00:00 XLP 300 @ 53.439998626709"
## [1] "2018-08-09 00:00:00 XLP 300 @ 53.439998626709"
## [1] "2018-08-15 00:00:00 XLP -300 @ 53.8300018310547"
## [1] "2018-08-15 00:00:00 XLP -300 @ 53.8300018310547"
## [1] "2018-08-23 00:00:00 XLP 300 @ 54.1300010681152"
## [1] "2018-08-23 00:00:00 XLP 300 @ 54.1300010681152"
## [1] "2018-09-06 00:00:00 XLP -300 @ 54.4799995422363"
## [1] "2018-09-06 00:00:00 XLP -300 @ 54.4799995422363"
## [1] "2018-09-20 00:00:00 XLP 300 @ 55.3199996948242"
## [1] "2018-09-20 00:00:00 XLP 300 @ 55.3199996948242"
## [1] "2018-09-21 00:00:00 XLP -300 @ 55.0200004577637"
## [1] "2018-09-21 00:00:00 XLP -300 @ 55.0200004577637"
## [1] "2018-09-25 00:00:00 XLP 300 @ 53.8600006103516"
## [1] "2018-09-25 00:00:00 XLP 300 @ 53.8600006103516"
## [1] "2018-10-03 00:00:00 XLP -300 @ 53.6199989318848"
## [1] "2018-10-03 00:00:00 XLP -300 @ 53.6199989318848"
## [1] "2018-10-04 00:00:00 XLP 300 @ 53.4900016784668"
## [1] "2018-10-04 00:00:00 XLP 300 @ 53.4900016784668"
## [1] "2018-10-09 00:00:00 XLP -300 @ 54.060001373291"
## [1] "2018-10-09 00:00:00 XLP -300 @ 54.060001373291"
## [1] "2018-10-11 00:00:00 XLP 300 @ 52.0900001525879"
## [1] "2018-10-11 00:00:00 XLP 300 @ 52.0900001525879"
## [1] "2018-10-17 00:00:00 XLP -300 @ 53.5400009155273"
## [1] "2018-10-17 00:00:00 XLP -300 @ 53.5400009155273"
## [1] "2018-10-29 00:00:00 XLP 300 @ 54.4500007629395"
## [1] "2018-10-29 00:00:00 XLP 300 @ 54.4500007629395"
## [1] "2018-10-31 00:00:00 XLP -300 @ 55.0099983215332"
## [1] "2018-10-31 00:00:00 XLP -300 @ 55.0099983215332"
## [1] "2018-11-15 00:00:00 XLP 300 @ 55.9199981689453"
## [1] "2018-11-15 00:00:00 XLP 300 @ 55.9199981689453"
## [1] "2018-11-28 00:00:00 XLP -300 @ 55.810001373291"
## [1] "2018-11-28 00:00:00 XLP -300 @ 55.810001373291"
## [1] "2018-12-06 00:00:00 XLP 300 @ 55.4199981689453"
## [1] "2018-12-06 00:00:00 XLP 300 @ 55.4199981689453"
## [1] "2018-12-14 00:00:00 XLP -300 @ 54.5"
## [1] "2018-12-14 00:00:00 XLP -300 @ 54.5"
## [1] "2018-12-17 00:00:00 XLP 300 @ 53.2400016784668"
## [1] "2018-12-17 00:00:00 XLP 300 @ 53.2400016784668"
## [1] "2019-01-02 00:00:00 XLP -300 @ 50.4799995422363"
## [1] "2019-01-02 00:00:00 XLP -300 @ 50.4799995422363"
## [1] "2019-01-04 00:00:00 XLP 300 @ 51.2599983215332"
## [1] "2019-01-04 00:00:00 XLP 300 @ 51.2599983215332"
## [1] "2019-01-07 00:00:00 XLP -300 @ 51.189998626709"
## [1] "2019-01-07 00:00:00 XLP -300 @ 51.189998626709"
## [1] "2019-01-28 00:00:00 XLP 300 @ 51.9500007629395"
## [1] "2019-01-28 00:00:00 XLP 300 @ 51.9500007629395"
## [1] "2019-01-31 00:00:00 XLP -300 @ 53.3899993896484"
## [1] "2019-01-31 00:00:00 XLP -300 @ 53.3899993896484"
## [1] "2019-02-15 00:00:00 XLP 300 @ 54.3499984741211"
## [1] "2019-02-15 00:00:00 XLP 300 @ 54.3499984741211"
## [1] "2019-02-20 00:00:00 XLP -300 @ 54.5299987792969"
## [1] "2019-02-20 00:00:00 XLP -300 @ 54.5299987792969"
## [1] "2019-02-26 00:00:00 XLP 300 @ 54.1599998474121"
## [1] "2019-02-26 00:00:00 XLP 300 @ 54.1599998474121"
## [1] "2019-03-01 00:00:00 XLP -300 @ 54.2400016784668"
## [1] "2019-03-01 00:00:00 XLP -300 @ 54.2400016784668"
## [1] "2019-03-05 00:00:00 XLP 300 @ 54.1100006103516"
## [1] "2019-03-05 00:00:00 XLP 300 @ 54.1100006103516"
## [1] "2019-03-12 00:00:00 XLP -300 @ 54.4300003051758"
## [1] "2019-03-12 00:00:00 XLP -300 @ 54.4300003051758"
## [1] "2019-03-21 00:00:00 XLP 300 @ 55.1500015258789"
## [1] "2019-03-21 00:00:00 XLP 300 @ 55.1500015258789"
## [1] "2019-03-22 00:00:00 XLP -300 @ 55.0800018310547"
## [1] "2019-03-22 00:00:00 XLP -300 @ 55.0800018310547"
## [1] "2019-04-03 00:00:00 XLP 300 @ 55.189998626709"
## [1] "2019-04-03 00:00:00 XLP 300 @ 55.189998626709"
## [1] "2019-04-09 00:00:00 XLP -300 @ 55.75"
## [1] "2019-04-09 00:00:00 XLP -300 @ 55.75"
## [1] "2019-04-24 00:00:00 XLP 300 @ 56.8300018310547"
## [1] "2019-04-24 00:00:00 XLP 300 @ 56.8300018310547"
## [1] "2019-04-29 00:00:00 XLP -300 @ 57.0499992370605"
## [1] "2019-04-29 00:00:00 XLP -300 @ 57.0499992370605"
## [1] "2019-05-08 00:00:00 XLP 300 @ 56.7400016784668"
## [1] "2019-05-08 00:00:00 XLP 300 @ 56.7400016784668"
## [1] "2019-05-13 00:00:00 XLP -300 @ 56.7700004577637"
## [1] "2019-05-13 00:00:00 XLP -300 @ 56.7700004577637"
## [1] "2019-05-22 00:00:00 XLP 300 @ 57.75"
## [1] "2019-05-22 00:00:00 XLP 300 @ 57.75"
## [1] "2019-05-23 00:00:00 XLP -300 @ 57.7299995422363"
## [1] "2019-05-23 00:00:00 XLP -300 @ 57.7299995422363"
## [1] "2019-05-28 00:00:00 XLP 300 @ 56.5800018310547"
## [1] "2019-05-28 00:00:00 XLP 300 @ 56.5800018310547"
## [1] "2019-06-05 00:00:00 XLP -300 @ 57.4700012207031"
## [1] "2019-06-05 00:00:00 XLP -300 @ 57.4700012207031"
## [1] "2019-06-19 00:00:00 XLP 300 @ 58.8400001525879"
## [1] "2019-06-19 00:00:00 XLP 300 @ 58.8400001525879"
## [1] "2019-06-21 00:00:00 XLP -300 @ 58.7200012207031"
## [1] "2019-06-21 00:00:00 XLP -300 @ 58.7200012207031"
## [1] "2019-06-27 00:00:00 XLP 300 @ 58.1100006103516"
## [1] "2019-06-27 00:00:00 XLP 300 @ 58.1100006103516"
## [1] "2019-07-02 00:00:00 XLP -300 @ 58.9300003051758"
## [1] "2019-07-02 00:00:00 XLP -300 @ 58.9300003051758"
## [1] "2019-07-10 00:00:00 XLP 300 @ 59.5099983215332"
## [1] "2019-07-10 00:00:00 XLP 300 @ 59.5099983215332"
## [1] "2019-07-12 00:00:00 XLP -300 @ 59.8300018310547"
## [1] "2019-07-12 00:00:00 XLP -300 @ 59.8300018310547"
## [1] "2019-07-23 00:00:00 XLP 300 @ 60.0200004577637"
## [1] "2019-07-23 00:00:00 XLP 300 @ 60.0200004577637"
## [1] "2019-07-29 00:00:00 XLP -300 @ 60.4799995422363"
## [1] "2019-07-29 00:00:00 XLP -300 @ 60.4799995422363"
## [1] "2019-08-01 00:00:00 XLP 300 @ 59.2200012207031"
## [1] "2019-08-01 00:00:00 XLP 300 @ 59.2200012207031"
## [1] "2019-08-09 00:00:00 XLP -300 @ 59.3199996948242"
## [1] "2019-08-09 00:00:00 XLP -300 @ 59.3199996948242"
## [1] "2019-08-15 00:00:00 XLP 300 @ 59.5299987792969"
## [1] "2019-08-15 00:00:00 XLP 300 @ 59.5299987792969"
## [1] "2019-08-19 00:00:00 XLP -300 @ 60.810001373291"
## [1] "2019-08-19 00:00:00 XLP -300 @ 60.810001373291"
## [1] "2019-08-26 00:00:00 XLP 300 @ 60.3600006103516"
## [1] "2019-08-26 00:00:00 XLP 300 @ 60.3600006103516"
## [1] "2019-08-29 00:00:00 XLP -300 @ 60.7999992370605"
## [1] "2019-08-29 00:00:00 XLP -300 @ 60.7999992370605"
## [1] "2019-09-11 00:00:00 XLP 300 @ 61.1399993896484"
## [1] "2019-09-11 00:00:00 XLP 300 @ 61.1399993896484"
## [1] "2019-09-13 00:00:00 XLP -300 @ 61.0400009155273"
## [1] "2019-09-13 00:00:00 XLP -300 @ 61.0400009155273"
## [1] "2019-09-17 00:00:00 XLP 300 @ 60.7799987792969"
## [1] "2019-09-17 00:00:00 XLP 300 @ 60.7799987792969"
## [1] "2019-09-25 00:00:00 XLP -300 @ 60.8499984741211"
## [1] "2019-09-25 00:00:00 XLP -300 @ 60.8499984741211"
## [1] "2019-10-03 00:00:00 XLP 300 @ 60.4500007629395"
## [1] "2019-10-03 00:00:00 XLP 300 @ 60.4500007629395"
## [1] "2019-10-07 00:00:00 XLP -300 @ 60.9000015258789"
## [1] "2019-10-07 00:00:00 XLP -300 @ 60.9000015258789"
## [1] "2019-10-09 00:00:00 XLP 300 @ 60.7799987792969"
## [1] "2019-10-09 00:00:00 XLP 300 @ 60.7799987792969"
## [1] "2019-10-18 00:00:00 XLP -300 @ 60.7400016784668"
## [1] "2019-10-18 00:00:00 XLP -300 @ 60.7400016784668"
## [1] "2019-10-29 00:00:00 XLP 300 @ 60.9700012207031"
## [1] "2019-10-29 00:00:00 XLP 300 @ 60.9700012207031"
## [1] "2019-10-31 00:00:00 XLP -300 @ 61.1599998474121"
## [1] "2019-10-31 00:00:00 XLP -300 @ 61.1599998474121"
## [1] "2019-11-05 00:00:00 XLP 300 @ 60.7599983215332"
## [1] "2019-11-05 00:00:00 XLP 300 @ 60.7599983215332"
## [1] "2019-11-13 00:00:00 XLP -300 @ 61.3300018310547"
## [1] "2019-11-13 00:00:00 XLP -300 @ 61.3300018310547"
## [1] "2019-11-22 00:00:00 XLP 300 @ 61.2999992370605"
## [1] "2019-11-22 00:00:00 XLP 300 @ 61.2999992370605"
## [1] "2019-11-27 00:00:00 XLP -300 @ 62.0200004577637"
## [1] "2019-11-27 00:00:00 XLP -300 @ 62.0200004577637"
## [1] "2019-12-24 00:00:00 XLP 300 @ 62.9099998474121"
## [1] "2019-12-24 00:00:00 XLP 300 @ 62.9099998474121"
## [1] "2019-12-30 00:00:00 XLP -300 @ 62.9199981689453"
## [1] "2019-12-30 00:00:00 XLP -300 @ 62.9199981689453"
## [1] "2020-01-03 00:00:00 XLP 300 @ 62.3800010681152"
## [1] "2020-01-03 00:00:00 XLP 300 @ 62.3800010681152"
## [1] "2020-01-10 00:00:00 XLP -300 @ 62.6599998474121"
## [1] "2020-01-10 00:00:00 XLP -300 @ 62.6599998474121"
## [1] "2020-01-27 00:00:00 XLP 300 @ 63.3899993896484"
## [1] "2020-01-27 00:00:00 XLP 300 @ 63.3899993896484"
## [1] "2020-01-31 00:00:00 XLP -300 @ 63.1800003051758"
## [1] "2020-01-31 00:00:00 XLP -300 @ 63.1800003051758"
## [1] "2020-02-25 00:00:00 XLP 300 @ 62.0200004577637"
## [1] "2020-02-25 00:00:00 XLP 300 @ 62.0200004577637"
## [1] "2020-03-05 00:00:00 XLP -300 @ 62.0299987792969"
## [1] "2020-03-05 00:00:00 XLP -300 @ 62.0299987792969"
## [1] "2020-03-10 00:00:00 XLP 300 @ 60.5499992370605"
## [1] "2020-03-10 00:00:00 XLP 300 @ 60.5499992370605"
## [1] "2020-03-27 00:00:00 XLP -300 @ 53.5099983215332"
## [1] "2020-03-27 00:00:00 XLP -300 @ 53.5099983215332"
## [1] "2020-04-22 00:00:00 XLP 300 @ 58.6100006103516"
## [1] "2020-04-22 00:00:00 XLP 300 @ 58.6100006103516"
## [1] "2020-04-29 00:00:00 XLP -300 @ 58.9599990844727"
## [1] "2020-04-29 00:00:00 XLP -300 @ 58.9599990844727"
## [1] "2020-05-01 00:00:00 XLP 300 @ 57.6199989318848"
## [1] "2020-05-01 00:00:00 XLP 300 @ 57.6199989318848"
## [1] "2020-05-11 00:00:00 XLP -300 @ 58.0400009155273"
## [1] "2020-05-11 00:00:00 XLP -300 @ 58.0400009155273"
## [1] "2020-05-14 00:00:00 XLP 300 @ 56.8899993896484"
## [1] "2020-05-14 00:00:00 XLP 300 @ 56.8899993896484"
## [1] "2020-05-19 00:00:00 XLP -300 @ 57.2299995422363"
## [1] "2020-05-19 00:00:00 XLP -300 @ 57.2299995422363"
## [1] "2020-06-12 00:00:00 XLP 300 @ 58.1199989318848"
## [1] "2020-06-12 00:00:00 XLP 300 @ 58.1199989318848"
## [1] "2020-06-17 00:00:00 XLP -300 @ 59.6199989318848"
## [1] "2020-06-17 00:00:00 XLP -300 @ 59.6199989318848"
## [1] "2020-06-23 00:00:00 XLP 300 @ 58.9000015258789"
## [1] "2020-06-23 00:00:00 XLP 300 @ 58.9000015258789"
## [1] "2020-07-01 00:00:00 XLP -300 @ 58.689998626709"
## [1] "2020-07-01 00:00:00 XLP -300 @ 58.689998626709"
## [1] "2020-07-10 00:00:00 XLP 300 @ 60.2900009155273"
## [1] "2020-07-10 00:00:00 XLP 300 @ 60.2900009155273"
## [1] "2020-07-13 00:00:00 XLP -300 @ 60.2000007629395"
## [1] "2020-07-13 00:00:00 XLP -300 @ 60.2000007629395"
## [1] "2020-08-04 00:00:00 XLP 300 @ 63.310001373291"
## [1] "2020-08-04 00:00:00 XLP 300 @ 63.310001373291"
## [1] "2020-08-05 00:00:00 XLP -300 @ 63.1800003051758"
## [1] "2020-08-05 00:00:00 XLP -300 @ 63.1800003051758"
## [1] "2020-08-21 00:00:00 XLP 300 @ 64.3000030517578"
## [1] "2020-08-21 00:00:00 XLP 300 @ 64.3000030517578"
## [1] "2020-08-25 00:00:00 XLP -300 @ 64.7099990844727"
## [1] "2020-08-25 00:00:00 XLP -300 @ 64.7099990844727"
## [1] "2020-09-09 00:00:00 XLP 300 @ 65.0899963378906"
## [1] "2020-09-09 00:00:00 XLP 300 @ 65.0899963378906"
## [1] "2020-09-15 00:00:00 XLP -300 @ 64.9800033569336"
## [1] "2020-09-15 00:00:00 XLP -300 @ 64.9800033569336"
## [1] "2020-09-18 00:00:00 XLP 300 @ 63.689998626709"
## [1] "2020-09-18 00:00:00 XLP 300 @ 63.689998626709"
## [1] "2020-09-29 00:00:00 XLP -300 @ 63.3300018310547"
## [1] "2020-09-29 00:00:00 XLP -300 @ 63.3300018310547"
## [1] "2020-10-20 00:00:00 XLP 300 @ 65.2399978637695"
## [1] "2020-10-20 00:00:00 XLP 300 @ 65.2399978637695"
## [1] "2020-11-03 00:00:00 XLP -300 @ 64.2900009155273"
## [1] "2020-11-03 00:00:00 XLP -300 @ 64.2900009155273"
## [1] "2020-11-19 00:00:00 XLP 300 @ 66.9199981689453"
## [1] "2020-11-19 00:00:00 XLP 300 @ 66.9199981689453"
## [1] "2020-11-25 00:00:00 XLP -300 @ 66.9300003051758"
## [1] "2020-11-25 00:00:00 XLP -300 @ 66.9300003051758"
## [1] "2020-12-11 00:00:00 XLP 300 @ 67.3199996948242"
## [1] "2020-12-11 00:00:00 XLP 300 @ 67.3199996948242"
## [1] "2020-12-17 00:00:00 XLP -300 @ 67.7799987792969"
## [1] "2020-12-17 00:00:00 XLP -300 @ 67.7799987792969"
## [1] "2020-12-22 00:00:00 XLP 300 @ 66.1699981689453"
## [1] "2020-12-22 00:00:00 XLP 300 @ 66.1699981689453"
## [1] "2020-12-29 00:00:00 XLP -300 @ 67.0500030517578"
## [1] "2020-12-29 00:00:00 XLP -300 @ 67.0500030517578"
## [1] "2021-01-05 00:00:00 XLP 300 @ 66.7200012207031"
## [1] "2021-01-05 00:00:00 XLP 300 @ 66.7200012207031"
## [1] "2021-01-11 00:00:00 XLP -300 @ 66.3300018310547"
## [1] "2021-01-11 00:00:00 XLP -300 @ 66.3300018310547"
## [1] "2021-01-12 00:00:00 XLP 300 @ 66.1100006103516"
## [1] "2021-01-12 00:00:00 XLP 300 @ 66.1100006103516"
## [1] "2021-01-26 00:00:00 XLP -300 @ 66.3099975585938"
## [1] "2021-01-26 00:00:00 XLP -300 @ 66.3099975585938"
## [1] "2021-01-28 00:00:00 XLP 300 @ 65.4400024414062"
## [1] "2021-01-28 00:00:00 XLP 300 @ 65.4400024414062"
## [1] "2021-02-05 00:00:00 XLP -300 @ 65.7600021362305"
## [1] "2021-02-05 00:00:00 XLP -300 @ 65.7600021362305"
## [1] "2021-02-12 00:00:00 XLP 300 @ 65.6900024414062"
## [1] "2021-02-12 00:00:00 XLP 300 @ 65.6900024414062"
## [1] "2021-02-18 00:00:00 XLP -300 @ 65.7699966430664"
## [1] "2021-02-18 00:00:00 XLP -300 @ 65.7699966430664"
## [1] "2021-02-22 00:00:00 XLP 300 @ 65"
## [1] "2021-02-22 00:00:00 XLP 300 @ 65"
## [1] "2021-03-08 00:00:00 XLP -300 @ 64.9800033569336"
## [1] "2021-03-08 00:00:00 XLP -300 @ 64.9800033569336"
## [1] "2021-03-19 00:00:00 XLP 300 @ 66.379997253418"
## [1] "2021-03-19 00:00:00 XLP 300 @ 66.379997253418"
## [1] "2021-03-23 00:00:00 XLP -300 @ 67"
## [1] "2021-03-23 00:00:00 XLP -300 @ 67"
## [1] "2021-04-05 00:00:00 XLP 300 @ 68.8499984741211"
## [1] "2021-04-05 00:00:00 XLP 300 @ 68.8499984741211"
## [1] "2021-04-06 00:00:00 XLP -300 @ 69.1399993896484"
## [1] "2021-04-06 00:00:00 XLP -300 @ 69.1399993896484"
## [1] "2021-04-15 00:00:00 XLP 300 @ 69.4100036621094"
## [1] "2021-04-15 00:00:00 XLP 300 @ 69.4100036621094"
## [1] "2021-04-16 00:00:00 XLP -300 @ 69.8099975585938"
## [1] "2021-04-16 00:00:00 XLP -300 @ 69.8099975585938"
## [1] "2021-04-26 00:00:00 XLP 300 @ 68.7900009155273"
## [1] "2021-04-26 00:00:00 XLP 300 @ 68.7900009155273"
## [1] "2021-04-30 00:00:00 XLP -300 @ 69.5800018310547"
## [1] "2021-04-30 00:00:00 XLP -300 @ 69.5800018310547"
## [1] "2021-05-13 00:00:00 XLP 300 @ 70.5999984741211"
## [1] "2021-05-13 00:00:00 XLP 300 @ 70.5999984741211"
## [1] "2021-05-17 00:00:00 XLP -300 @ 70.8099975585938"
## [1] "2021-05-17 00:00:00 XLP -300 @ 70.8099975585938"
## [1] "2021-05-20 00:00:00 XLP 300 @ 71.0100021362305"
## [1] "2021-05-20 00:00:00 XLP 300 @ 71.0100021362305"
## [1] "2021-05-21 00:00:00 XLP -300 @ 71.0199966430664"
## [1] "2021-05-21 00:00:00 XLP -300 @ 71.0199966430664"
## [1] "2021-05-28 00:00:00 XLP 300 @ 70.8099975585938"
## [1] "2021-05-28 00:00:00 XLP 300 @ 70.8099975585938"
## [1] "2021-06-04 00:00:00 XLP -300 @ 71.5199966430664"
## [1] "2021-06-04 00:00:00 XLP -300 @ 71.5199966430664"
## [1] "2021-06-09 00:00:00 XLP 300 @ 70.4599990844727"
## [1] "2021-06-09 00:00:00 XLP 300 @ 70.4599990844727"
## [1] "2021-06-28 00:00:00 XLP -300 @ 69.7399978637695"
## [1] "2021-06-28 00:00:00 XLP -300 @ 69.7399978637695"
## [1] "2021-07-22 00:00:00 XLP 300 @ 70.5500030517578"
## [1] "2021-07-22 00:00:00 XLP 300 @ 70.5500030517578"
## [1] "2021-07-26 00:00:00 XLP -300 @ 71.5199966430664"
## [1] "2021-07-26 00:00:00 XLP -300 @ 71.5199966430664"
## [1] "2021-07-29 00:00:00 XLP 300 @ 71.3899993896484"
## [1] "2021-07-29 00:00:00 XLP 300 @ 71.3899993896484"
## [1] "2021-08-10 00:00:00 XLP -300 @ 71.7099990844727"
## [1] "2021-08-10 00:00:00 XLP -300 @ 71.7099990844727"
## [1] "2021-08-19 00:00:00 XLP 300 @ 72.6399993896484"
## [1] "2021-08-19 00:00:00 XLP 300 @ 72.6399993896484"
## [1] "2021-08-31 00:00:00 XLP -300 @ 72.2600021362305"
## [1] "2021-08-31 00:00:00 XLP -300 @ 72.2600021362305"
## [1] "2021-09-08 00:00:00 XLP 300 @ 72.6100006103516"
## [1] "2021-09-08 00:00:00 XLP 300 @ 72.6100006103516"
## [1] "2021-10-07 00:00:00 XLP -300 @ 70.129997253418"
## [1] "2021-10-07 00:00:00 XLP -300 @ 70.129997253418"
## [1] "2021-11-17 00:00:00 XLP 300 @ 72.5699996948242"
## [1] "2021-11-17 00:00:00 XLP 300 @ 72.5699996948242"
## [1] "2021-11-23 00:00:00 XLP -300 @ 73.0999984741211"
## [1] "2021-11-23 00:00:00 XLP -300 @ 73.0999984741211"
## [1] "2021-11-29 00:00:00 XLP 300 @ 72.1399993896484"
## [1] "2021-11-29 00:00:00 XLP 300 @ 72.1399993896484"
## [1] "2021-12-06 00:00:00 XLP -300 @ 72.8300018310547"
## [1] "2021-12-06 00:00:00 XLP -300 @ 72.8300018310547"
## [1] "2021-12-21 00:00:00 XLP 300 @ 74.6100006103516"
## [1] "2021-12-21 00:00:00 XLP 300 @ 74.6100006103516"
## [1] "2021-12-27 00:00:00 XLP -300 @ 76.0500030517578"
## [1] "2021-12-27 00:00:00 XLP -300 @ 76.0500030517578"
## [1] "2022-01-11 00:00:00 XLP 300 @ 76.7200012207031"
## [1] "2022-01-11 00:00:00 XLP 300 @ 76.7200012207031"
## [1] "2022-01-18 00:00:00 XLP -300 @ 75.9199981689453"
## [1] "2022-01-18 00:00:00 XLP -300 @ 75.9199981689453"
## [1] "2022-01-19 00:00:00 XLP 300 @ 76.4000015258789"
## [1] "2022-01-19 00:00:00 XLP 300 @ 76.4000015258789"
## [1] "2022-01-31 00:00:00 XLP -300 @ 75.9700012207031"
## [1] "2022-01-31 00:00:00 XLP -300 @ 75.9700012207031"
## [1] "2022-02-07 00:00:00 XLP 300 @ 76.0299987792969"
## [1] "2022-02-07 00:00:00 XLP 300 @ 76.0299987792969"
## [1] "2022-02-18 00:00:00 XLP -300 @ 76.0299987792969"
## [1] "2022-02-18 00:00:00 XLP -300 @ 76.0299987792969"
## [1] "2022-02-23 00:00:00 XLP 300 @ 74.8300018310547"
## [1] "2022-02-23 00:00:00 XLP 300 @ 74.8300018310547"
## [1] "2022-02-28 00:00:00 XLP -300 @ 74.9000015258789"
## [1] "2022-02-28 00:00:00 XLP -300 @ 74.9000015258789"
## [1] "2022-03-08 00:00:00 XLP 300 @ 72.4800033569336"
## [1] "2022-03-08 00:00:00 XLP 300 @ 72.4800033569336"
## [1] "2022-03-16 00:00:00 XLP -300 @ 73.5100021362305"
## [1] "2022-03-16 00:00:00 XLP -300 @ 73.5100021362305"
## [1] "2022-04-19 00:00:00 XLP 300 @ 79.379997253418"
## [1] "2022-04-19 00:00:00 XLP 300 @ 79.379997253418"
## [1] "2022-04-20 00:00:00 XLP -300 @ 80.5699996948242"
## [1] "2022-04-20 00:00:00 XLP -300 @ 80.5699996948242"
## [1] "2022-04-25 00:00:00 XLP 300 @ 79.5899963378906"
## [1] "2022-04-25 00:00:00 XLP 300 @ 79.5899963378906"
## [1] "2022-04-29 00:00:00 XLP -300 @ 77.6399993896484"
## [1] "2022-04-29 00:00:00 XLP -300 @ 77.6399993896484"
## [1] "2022-05-02 00:00:00 XLP 300 @ 76.620002746582"
## [1] "2022-05-02 00:00:00 XLP 300 @ 76.620002746582"
## [1] "2022-05-05 00:00:00 XLP -300 @ 76.6399993896484"
## [1] "2022-05-05 00:00:00 XLP -300 @ 76.6399993896484"
## [1] "2022-05-11 00:00:00 XLP 300 @ 75.8300018310547"
## [1] "2022-05-11 00:00:00 XLP 300 @ 75.8300018310547"
## [1] "2022-05-16 00:00:00 XLP -300 @ 77.3000030517578"
## [1] "2022-05-16 00:00:00 XLP -300 @ 77.3000030517578"
## [1] "2022-05-19 00:00:00 XLP 300 @ 70.5500030517578"
## [1] "2022-05-19 00:00:00 XLP 300 @ 70.5500030517578"
## [1] "2022-05-25 00:00:00 XLP -300 @ 73.3600006103516"
## [1] "2022-05-25 00:00:00 XLP -300 @ 73.3600006103516"
## [1] "2022-06-02 00:00:00 XLP 300 @ 74.5699996948242"
## [1] "2022-06-02 00:00:00 XLP 300 @ 74.5699996948242"
## [1] "2022-06-22 00:00:00 XLP -300 @ 70.0899963378906"
## [1] "2022-06-22 00:00:00 XLP -300 @ 70.0899963378906"
## [1] "2022-07-12 00:00:00 XLP 300 @ 72.5899963378906"
## [1] "2022-07-12 00:00:00 XLP 300 @ 72.5899963378906"
## [1] "2022-07-18 00:00:00 XLP -300 @ 72.2300033569336"
## [1] "2022-07-18 00:00:00 XLP -300 @ 72.2300033569336"
## [1] "2022-07-19 00:00:00 XLP 300 @ 72.9899978637695"
## [1] "2022-07-19 00:00:00 XLP 300 @ 72.9899978637695"
## [1] "2022-07-25 00:00:00 XLP -300 @ 73.5599975585938"
## [1] "2022-07-25 00:00:00 XLP -300 @ 73.5599975585938"
## [1] "2022-08-08 00:00:00 XLP 300 @ 74.5999984741211"
## [1] "2022-08-08 00:00:00 XLP 300 @ 74.5999984741211"
## [1] "2022-08-11 00:00:00 XLP -300 @ 74.8600006103516"
## [1] "2022-08-11 00:00:00 XLP -300 @ 74.8600006103516"
## [1] "2022-08-23 00:00:00 XLP 300 @ 75.8000030517578"
## [1] "2022-08-23 00:00:00 XLP 300 @ 75.8000030517578"
## [1] "2022-09-08 00:00:00 XLP -300 @ 73.2600021362305"
## [1] "2022-09-08 00:00:00 XLP -300 @ 73.2600021362305"
## [1] "2022-09-14 00:00:00 XLP 300 @ 71.7600021362305"
## [1] "2022-09-14 00:00:00 XLP 300 @ 71.7600021362305"
## [1] "2022-10-05 00:00:00 XLP -300 @ 68.5100021362305"
## [1] "2022-10-05 00:00:00 XLP -300 @ 68.5100021362305"
## [1] "2022-10-07 00:00:00 XLP 300 @ 66.5"
## [1] "2022-10-07 00:00:00 XLP 300 @ 66.5"
## [1] "2022-10-13 00:00:00 XLP -300 @ 68.7699966430664"
## [1] "2022-10-13 00:00:00 XLP -300 @ 68.7699966430664"
## [1] "2022-10-21 00:00:00 XLP 300 @ 68.9100036621094"
## [1] "2022-10-21 00:00:00 XLP 300 @ 68.9100036621094"
## [1] "2022-10-25 00:00:00 XLP -300 @ 71.0699996948242"
## [1] "2022-10-25 00:00:00 XLP -300 @ 71.0699996948242"
## [1] "2022-11-03 00:00:00 XLP 300 @ 71.0100021362305"
## [1] "2022-11-03 00:00:00 XLP 300 @ 71.0100021362305"
## [1] "2022-11-08 00:00:00 XLP -300 @ 72.6999969482422"
## [1] "2022-11-08 00:00:00 XLP -300 @ 72.6999969482422"
## [1] "2022-11-30 00:00:00 XLP 300 @ 77.1900024414062"
## [1] "2022-11-30 00:00:00 XLP 300 @ 77.1900024414062"
## [1] "2022-12-01 00:00:00 XLP -300 @ 76.8399963378906"
## [1] "2022-12-01 00:00:00 XLP -300 @ 76.8399963378906"
## [1] "2022-12-06 00:00:00 XLP 300 @ 75.75"
## [1] "2022-12-06 00:00:00 XLP 300 @ 75.75"
## [1] "2022-12-09 00:00:00 XLP -300 @ 75.8899993896484"
## [1] "2022-12-09 00:00:00 XLP -300 @ 75.8899993896484"
## [1] "2022-12-16 00:00:00 XLP 300 @ 74.8600006103516"
## [1] "2022-12-16 00:00:00 XLP 300 @ 74.8600006103516"
## [1] "2022-12-22 00:00:00 XLP -300 @ 74.7900009155273"
## [1] "2022-12-22 00:00:00 XLP -300 @ 74.7900009155273"
## [1] "2022-12-29 00:00:00 XLP 300 @ 74.9199981689453"
## [1] "2022-12-29 00:00:00 XLP 300 @ 74.9199981689453"
## [1] "2023-01-09 00:00:00 XLP -300 @ 75.0400009155273"
## [1] "2023-01-09 00:00:00 XLP -300 @ 75.0400009155273"
## [1] "2023-01-13 00:00:00 XLP 300 @ 74.7399978637695"
## [1] "2023-01-13 00:00:00 XLP 300 @ 74.7399978637695"
## [1] "2023-01-25 00:00:00 XLP -300 @ 73.3300018310547"
## [1] "2023-01-25 00:00:00 XLP -300 @ 73.3300018310547"
## [1] "2023-01-30 00:00:00 XLP 300 @ 72.9499969482422"
## [1] "2023-01-30 00:00:00 XLP 300 @ 72.9499969482422"
## [1] "2023-02-01 00:00:00 XLP -300 @ 74.3300018310547"
## [1] "2023-02-01 00:00:00 XLP -300 @ 74.3300018310547"
## [1] "2023-02-06 00:00:00 XLP 300 @ 73.4899978637695"
## [1] "2023-02-06 00:00:00 XLP 300 @ 73.4899978637695"
## [1] "2023-02-14 00:00:00 XLP -300 @ 73.129997253418"
## [1] "2023-02-14 00:00:00 XLP -300 @ 73.129997253418"
## [1] "2023-02-17 00:00:00 XLP 300 @ 73.6800003051758"
## [1] "2023-02-17 00:00:00 XLP 300 @ 73.6800003051758"
## [1] "2023-02-21 00:00:00 XLP -300 @ 73.4000015258789"
## [1] "2023-02-21 00:00:00 XLP -300 @ 73.4000015258789"
## [1] "2023-02-27 00:00:00 XLP 300 @ 72.629997253418"
## [1] "2023-02-27 00:00:00 XLP 300 @ 72.629997253418"
## [1] "2023-03-06 00:00:00 XLP -300 @ 72.7300033569336"
## [1] "2023-03-06 00:00:00 XLP -300 @ 72.7300033569336"
## [1] "2023-03-08 00:00:00 XLP 300 @ 72.129997253418"
## [1] "2023-03-08 00:00:00 XLP 300 @ 72.129997253418"
## [1] "2023-03-15 00:00:00 XLP -300 @ 72.5899963378906"
## [1] "2023-03-15 00:00:00 XLP -300 @ 72.5899963378906"
## [1] "2023-03-23 00:00:00 XLP 300 @ 71.75"
## [1] "2023-03-23 00:00:00 XLP 300 @ 71.75"
## [1] "2023-03-27 00:00:00 XLP -300 @ 73.3600006103516"
## [1] "2023-03-27 00:00:00 XLP -300 @ 73.3600006103516"
## [1] "2023-04-27 00:00:00 XLP 300 @ 77.0299987792969"
## [1] "2023-04-27 00:00:00 XLP 300 @ 77.0299987792969"
## [1] "2023-04-28 00:00:00 XLP -300 @ 77.4400024414062"
## [1] "2023-04-28 00:00:00 XLP -300 @ 77.4400024414062"
## [1] "2023-05-04 00:00:00 XLP 300 @ 76.4700012207031"
## [1] "2023-05-04 00:00:00 XLP 300 @ 76.4700012207031"
## [1] "2023-05-08 00:00:00 XLP -300 @ 76.9499969482422"
## [1] "2023-05-08 00:00:00 XLP -300 @ 76.9499969482422"
## [1] "2023-05-11 00:00:00 XLP 300 @ 76.8199996948242"
## [1] "2023-05-11 00:00:00 XLP 300 @ 76.8199996948242"
## [1] "2023-05-15 00:00:00 XLP -300 @ 76.9300003051758"
## [1] "2023-05-15 00:00:00 XLP -300 @ 76.9300003051758"
## [1] "2023-05-17 00:00:00 XLP 300 @ 76.2399978637695"
## [1] "2023-05-17 00:00:00 XLP 300 @ 76.2399978637695"
## [1] "2023-06-05 00:00:00 XLP -300 @ 73.3399963378906"
## [1] "2023-06-05 00:00:00 XLP -300 @ 73.3399963378906"
## [1] "2023-06-08 00:00:00 XLP 300 @ 73.2300033569336"
## [1] "2023-06-08 00:00:00 XLP 300 @ 73.2300033569336"
## [1] "2023-06-14 00:00:00 XLP -300 @ 73.8399963378906"
## [1] "2023-06-14 00:00:00 XLP -300 @ 73.8399963378906"
## [1] "2023-06-21 00:00:00 XLP 300 @ 73.8399963378906"
## [1] "2023-06-21 00:00:00 XLP 300 @ 73.8399963378906"
## [1] "2023-07-03 00:00:00 XLP -300 @ 74.75"
## [1] "2023-07-03 00:00:00 XLP -300 @ 74.75"
## [1] "2023-07-10 00:00:00 XLP 300 @ 73.4400024414062"
## [1] "2023-07-10 00:00:00 XLP 300 @ 73.4400024414062"
## [1] "2023-07-14 00:00:00 XLP -300 @ 74.2799987792969"
## [1] "2023-07-14 00:00:00 XLP -300 @ 74.2799987792969"
## [1] "2023-07-28 00:00:00 XLP 300 @ 76.0999984741211"
## [1] "2023-07-28 00:00:00 XLP 300 @ 76.0999984741211"
## [1] "2023-07-31 00:00:00 XLP -300 @ 75.75"
## [1] "2023-07-31 00:00:00 XLP -300 @ 75.75"
## [1] "2023-08-02 00:00:00 XLP 300 @ 75.6100006103516"
## [1] "2023-08-02 00:00:00 XLP 300 @ 75.6100006103516"
## [1] "2023-08-29 00:00:00 XLP -300 @ 73.0100021362305"
## [1] "2023-08-29 00:00:00 XLP -300 @ 73.0100021362305"
## [1] "2023-09-05 00:00:00 XLP 300 @ 71.5199966430664"
## [1] "2023-09-05 00:00:00 XLP 300 @ 71.5199966430664"
## [1] "2023-09-12 00:00:00 XLP -300 @ 71.6999969482422"
## [1] "2023-09-12 00:00:00 XLP -300 @ 71.6999969482422"
## [1] "2023-09-19 00:00:00 XLP 300 @ 71.370002746582"
## [1] "2023-09-19 00:00:00 XLP 300 @ 71.370002746582"
## [1] "2023-10-11 00:00:00 XLP -300 @ 66.9499969482422"
## [1] "2023-10-11 00:00:00 XLP -300 @ 66.9499969482422"
## [1] "2023-10-13 00:00:00 XLP 300 @ 66.8000030517578"
## [1] "2023-10-13 00:00:00 XLP 300 @ 66.8000030517578"
## [1] "2023-10-17 00:00:00 XLP -300 @ 67.7799987792969"
## [1] "2023-10-17 00:00:00 XLP -300 @ 67.7799987792969"
## [1] "2023-10-23 00:00:00 XLP 300 @ 67.1399993896484"
## [1] "2023-10-23 00:00:00 XLP 300 @ 67.1399993896484"
## [1] "2023-10-25 00:00:00 XLP -300 @ 67.9400024414062"
## [1] "2023-10-25 00:00:00 XLP -300 @ 67.9400024414062"
## [1] "2023-10-30 00:00:00 XLP 300 @ 67.620002746582"
## [1] "2023-10-30 00:00:00 XLP 300 @ 67.620002746582"
## [1] "2023-11-01 00:00:00 XLP -300 @ 67.7900009155273"
## [1] "2023-11-01 00:00:00 XLP -300 @ 67.7900009155273"
## [1] "2023-11-10 00:00:00 XLP 300 @ 68.9599990844727"
## [1] "2023-11-10 00:00:00 XLP 300 @ 68.9599990844727"
## [1] "2023-11-13 00:00:00 XLP -300 @ 69.1800003051758"
## [1] "2023-11-13 00:00:00 XLP -300 @ 69.1800003051758"
## [1] "2023-11-21 00:00:00 XLP 300 @ 69.6500015258789"
## [1] "2023-11-21 00:00:00 XLP 300 @ 69.6500015258789"
## [1] "2023-11-24 00:00:00 XLP -300 @ 70.4100036621094"
## [1] "2023-11-24 00:00:00 XLP -300 @ 70.4100036621094"
## [1] "2023-11-30 00:00:00 XLP 300 @ 70.6600036621094"
## [1] "2023-11-30 00:00:00 XLP 300 @ 70.6600036621094"
## [1] "2023-12-01 00:00:00 XLP -300 @ 70.9499969482422"
## [1] "2023-12-01 00:00:00 XLP -300 @ 70.9499969482422"
## [1] "2023-12-06 00:00:00 XLP 300 @ 70.3000030517578"
## [1] "2023-12-06 00:00:00 XLP 300 @ 70.3000030517578"
## [1] "2023-12-12 00:00:00 XLP -300 @ 71.0100021362305"
## [1] "2023-12-12 00:00:00 XLP -300 @ 71.0100021362305"
## [1] "2023-12-21 00:00:00 XLP 300 @ 70.6800003051758"
## [1] "2023-12-21 00:00:00 XLP 300 @ 70.6800003051758"
## [1] "2023-12-27 00:00:00 XLP -300 @ 71.8499984741211"
## [1] "2023-12-27 00:00:00 XLP -300 @ 71.8499984741211"
## [1] "2024-01-08 00:00:00 XLP 300 @ 72.5400009155273"
## [1] "2024-01-08 00:00:00 XLP 300 @ 72.5400009155273"
## [1] "2024-01-09 00:00:00 XLP -300 @ 72.7300033569336"
## [1] "2024-01-09 00:00:00 XLP -300 @ 72.7300033569336"
## [1] "2024-01-17 00:00:00 XLP 300 @ 72.3499984741211"
## [1] "2024-01-17 00:00:00 XLP 300 @ 72.3499984741211"
## [1] "2024-01-24 00:00:00 XLP -300 @ 71.5899963378906"
## [1] "2024-01-24 00:00:00 XLP -300 @ 71.5899963378906"
## [1] "2024-01-25 00:00:00 XLP 300 @ 72.2799987792969"
## [1] "2024-01-25 00:00:00 XLP 300 @ 72.2799987792969"
## [1] "2024-01-29 00:00:00 XLP -300 @ 73.0500030517578"
## [1] "2024-01-29 00:00:00 XLP -300 @ 73.0500030517578"
## [1] "2024-02-12 00:00:00 XLP 300 @ 73.629997253418"
## [1] "2024-02-12 00:00:00 XLP 300 @ 73.629997253418"
## [1] "2024-02-20 00:00:00 XLP -300 @ 74.0500030517578"
## [1] "2024-02-20 00:00:00 XLP -300 @ 74.0500030517578"
## [1] "2024-03-15 00:00:00 XLP 300 @ 75.5299987792969"
## [1] "2024-03-15 00:00:00 XLP 300 @ 75.5299987792969"
## [1] "2024-03-20 00:00:00 XLP -300 @ 75.9700012207031"
## [1] "2024-03-20 00:00:00 XLP -300 @ 75.9700012207031"
## [1] "2024-03-25 00:00:00 XLP 300 @ 75.4300003051758"
## [1] "2024-03-25 00:00:00 XLP 300 @ 75.4300003051758"
## [1] "2024-03-28 00:00:00 XLP -300 @ 76.3600006103516"
## [1] "2024-03-28 00:00:00 XLP -300 @ 76.3600006103516"
## [1] "2024-04-02 00:00:00 XLP 300 @ 75.3600006103516"
## [1] "2024-04-02 00:00:00 XLP 300 @ 75.3600006103516"
## [1] "2024-04-19 00:00:00 XLP -300 @ 74.4400024414062"
## [1] "2024-04-19 00:00:00 XLP -300 @ 74.4400024414062"
## [1] "2024-05-02 00:00:00 XLP 300 @ 75.6500015258789"
## [1] "2024-05-02 00:00:00 XLP 300 @ 75.6500015258789"
## [1] "2024-05-06 00:00:00 XLP -300 @ 75.9199981689453"
## [1] "2024-05-06 00:00:00 XLP -300 @ 75.9199981689453"
## [1] "2024-05-24 00:00:00 XLP 300 @ 77.0999984741211"
## [1] "2024-05-24 00:00:00 XLP 300 @ 77.0999984741211"
## [1] "2024-06-03 00:00:00 XLP -300 @ 77.3099975585938"
## [1] "2024-06-03 00:00:00 XLP -300 @ 77.3099975585938"
## [1] "2024-06-12 00:00:00 XLP 300 @ 76.7099990844727"
## [1] "2024-06-12 00:00:00 XLP 300 @ 76.7099990844727"
## [1] "2024-06-18 00:00:00 XLP -300 @ 77.7799987792969"
## [1] "2024-06-18 00:00:00 XLP -300 @ 77.7799987792969"
## [1] "2024-06-26 00:00:00 XLP 300 @ 77.25"
## [1] "2024-06-26 00:00:00 XLP 300 @ 77.25"
## [1] "2024-07-08 00:00:00 XLP -300 @ 77.2600021362305"
## [1] "2024-07-08 00:00:00 XLP -300 @ 77.2600021362305"
## [1] "2024-07-16 00:00:00 XLP 300 @ 77.7399978637695"
## [1] "2024-07-16 00:00:00 XLP 300 @ 77.7399978637695"
## [1] "2024-07-17 00:00:00 XLP -300 @ 78.7399978637695"
## [1] "2024-07-17 00:00:00 XLP -300 @ 78.7399978637695"
## [1] "2024-07-24 00:00:00 XLP 300 @ 77.7900009155273"
## [1] "2024-07-24 00:00:00 XLP 300 @ 77.7900009155273"
## [1] "2024-07-29 00:00:00 XLP -300 @ 78.5199966430664"
## [1] "2024-07-29 00:00:00 XLP -300 @ 78.5199966430664"
## [1] "2024-07-31 00:00:00 XLP 300 @ 77.8499984741211"
## [1] "2024-07-31 00:00:00 XLP 300 @ 77.8499984741211"
## [1] "2024-08-02 00:00:00 XLP -300 @ 79.2600021362305"
## [1] "2024-08-02 00:00:00 XLP -300 @ 79.2600021362305"
## [1] "2024-08-06 00:00:00 XLP 300 @ 78.2399978637695"
## [1] "2024-08-06 00:00:00 XLP 300 @ 78.2399978637695"
## [1] "2024-08-09 00:00:00 XLP -300 @ 79.1500015258789"
## [1] "2024-08-09 00:00:00 XLP -300 @ 79.1500015258789"
## [1] "2024-08-30 00:00:00 XLP 300 @ 82.5100021362305"
## [1] "2024-08-30 00:00:00 XLP 300 @ 82.5100021362305"
## [1] "2024-09-03 00:00:00 XLP -300 @ 83.0899963378906"
## [1] "2024-09-03 00:00:00 XLP -300 @ 83.0899963378906"
## [1] "2024-09-12 00:00:00 XLP 300 @ 83.3399963378906"
## [1] "2024-09-12 00:00:00 XLP 300 @ 83.3399963378906"
## [1] "2024-09-16 00:00:00 XLP -300 @ 84.2600021362305"
## [1] "2024-09-16 00:00:00 XLP -300 @ 84.2600021362305"
## [1] "2024-09-19 00:00:00 XLP 300 @ 82.6500015258789"
## [1] "2024-09-19 00:00:00 XLP 300 @ 82.6500015258789"
## [1] "2024-09-30 00:00:00 XLP -300 @ 83"
## [1] "2024-09-30 00:00:00 XLP -300 @ 83"
## [1] "2024-10-02 00:00:00 XLP 300 @ 82.0199966430664"
## [1] "2024-10-02 00:00:00 XLP 300 @ 82.0199966430664"
## [1] "2024-10-10 00:00:00 XLP -300 @ 81.1900024414062"
## [1] "2024-10-10 00:00:00 XLP -300 @ 81.1900024414062"
## [1] "2024-10-22 00:00:00 XLP 300 @ 82.0100021362305"
## [1] "2024-10-22 00:00:00 XLP 300 @ 82.0100021362305"
## [1] "2024-11-06 00:00:00 XLP -300 @ 79.5599975585938"
## [1] "2024-11-06 00:00:00 XLP -300 @ 79.5599975585938"
## [1] "2024-11-07 00:00:00 XLP 300 @ 79.8499984741211"
## [1] "2024-11-07 00:00:00 XLP 300 @ 79.8499984741211"
## [1] "2024-11-11 00:00:00 XLP -300 @ 80.5400009155273"
## [1] "2024-11-11 00:00:00 XLP -300 @ 80.5400009155273"
## [1] "2024-11-18 00:00:00 XLP 300 @ 80.5199966430664"
## [1] "2024-11-18 00:00:00 XLP 300 @ 80.5199966430664"
## [1] "2024-11-22 00:00:00 XLP -300 @ 81.8399963378906"
## [1] "2024-11-22 00:00:00 XLP -300 @ 81.8399963378906"
## [1] "2024-12-04 00:00:00 XLP 300 @ 82.4599990844727"
## [1] "2024-12-04 00:00:00 XLP 300 @ 82.4599990844727"
## [1] "2025-01-17 00:00:00 XLP -300 @ 77.2399978637695"
## [1] "2025-01-17 00:00:00 XLP -300 @ 77.2399978637695"
## [1] "2025-02-05 00:00:00 XLP 300 @ 79.1100006103516"
## [1] "2025-02-05 00:00:00 XLP 300 @ 79.1100006103516"
## [1] "2025-02-07 00:00:00 XLP -300 @ 79.3499984741211"
## [1] "2025-02-07 00:00:00 XLP -300 @ 79.3499984741211"
## [1] "2025-03-05 00:00:00 XLP 300 @ 82.4400024414062"
## [1] "2025-03-05 00:00:00 XLP 300 @ 82.4400024414062"
## [1] "2025-03-10 00:00:00 XLP -300 @ 82.6800003051758"
## [1] "2025-03-10 00:00:00 XLP -300 @ 82.6800003051758"
## [1] "2025-03-12 00:00:00 XLP 300 @ 79.6999969482422"
## [1] "2025-03-12 00:00:00 XLP 300 @ 79.6999969482422"
## [1] "2025-03-18 00:00:00 XLP -300 @ 79.75"
## [1] "2025-03-18 00:00:00 XLP -300 @ 79.75"
## [1] "2025-03-21 00:00:00 XLP 300 @ 79.3300018310547"
## [1] "2025-03-21 00:00:00 XLP 300 @ 79.3300018310547"
## [1] "2025-03-27 00:00:00 XLP -300 @ 80.8099975585938"
## [1] "2025-03-27 00:00:00 XLP -300 @ 80.8099975585938"
## [1] "2025-04-07 00:00:00 XLP 300 @ 77.5500030517578"
## [1] "2025-04-07 00:00:00 XLP 300 @ 77.5500030517578"
## [1] "2025-04-10 00:00:00 XLP -300 @ 79.3499984741211"
## [1] "2025-04-10 00:00:00 XLP -300 @ 79.3499984741211"
## [1] "2025-04-25 00:00:00 XLP 300 @ 80.8399963378906"
## [1] "2025-04-25 00:00:00 XLP 300 @ 80.8399963378906"
## [1] "2025-05-01 00:00:00 XLP -300 @ 81.120002746582"
## [1] "2025-05-01 00:00:00 XLP -300 @ 81.120002746582"
## [1] "2025-05-12 00:00:00 XLP 300 @ 81.0299987792969"
## [1] "2025-05-12 00:00:00 XLP 300 @ 81.0299987792969"
## [1] "2025-05-16 00:00:00 XLP -300 @ 82.0699996948242"
## [1] "2025-05-16 00:00:00 XLP -300 @ 82.0699996948242"
## [1] "2025-05-22 00:00:00 XLP 300 @ 81.3000030517578"
## [1] "2025-05-22 00:00:00 XLP 300 @ 81.3000030517578"
## [1] "2025-05-28 00:00:00 XLP -300 @ 81.7799987792969"
## [1] "2025-05-28 00:00:00 XLP -300 @ 81.7799987792969"
## [1] "2025-06-05 00:00:00 XLP 300 @ 81.4300003051758"
## [1] "2025-06-05 00:00:00 XLP 300 @ 81.4300003051758"
## [1] "2025-06-13 00:00:00 XLP -300 @ 80.9599990844727"
## [1] "2025-06-13 00:00:00 XLP -300 @ 80.9599990844727"
## [1] "2025-06-16 00:00:00 XLP 300 @ 81.2200012207031"
## [1] "2025-06-16 00:00:00 XLP 300 @ 81.2200012207031"
## [1] "2025-06-24 00:00:00 XLP -300 @ 81.3300018310547"
## [1] "2025-06-24 00:00:00 XLP -300 @ 81.3300018310547"
## [1] "2025-06-26 00:00:00 XLP 300 @ 80.1699981689453"
## [1] "2025-06-26 00:00:00 XLP 300 @ 80.1699981689453"
## [1] "2025-07-01 00:00:00 XLP -300 @ 81.9800033569336"
## [1] "2025-07-01 00:00:00 XLP -300 @ 81.9800033569336"
## [1] "2025-07-09 00:00:00 XLP 300 @ 80.8199996948242"
## [1] "2025-07-09 00:00:00 XLP 300 @ 80.8199996948242"
## [1] "1998-12-30 00:00:00 XLU -300 @ 30.34375"
## [1] "1999-01-05 00:00:00 XLU 300 @ 30.109375"
## [1] "1999-01-05 00:00:00 XLU 300 @ 30.109375"
## [1] "1999-01-07 00:00:00 XLU -300 @ 30.3125"
## [1] "1999-01-07 00:00:00 XLU -300 @ 30.3125"
## [1] "1999-01-12 00:00:00 XLU 300 @ 29.6875"
## [1] "1999-01-12 00:00:00 XLU 300 @ 29.6875"
## [1] "1999-01-20 00:00:00 XLU -300 @ 30.40625"
## [1] "1999-01-20 00:00:00 XLU -300 @ 30.40625"
## [1] "1999-01-26 00:00:00 XLU 300 @ 29.9375"
## [1] "1999-01-26 00:00:00 XLU 300 @ 29.9375"
## [1] "1999-02-19 00:00:00 XLU -300 @ 28.859375"
## [1] "1999-02-19 00:00:00 XLU -300 @ 28.859375"
## [1] "1999-02-26 00:00:00 XLU 300 @ 28.671875"
## [1] "1999-02-26 00:00:00 XLU 300 @ 28.671875"
## [1] "1999-03-05 00:00:00 XLU -300 @ 28.765625"
## [1] "1999-03-05 00:00:00 XLU -300 @ 28.765625"
## [1] "1999-03-11 00:00:00 XLU 300 @ 28.484375"
## [1] "1999-03-11 00:00:00 XLU 300 @ 28.484375"
## [1] "1999-03-15 00:00:00 XLU -300 @ 28.875"
## [1] "1999-03-15 00:00:00 XLU -300 @ 28.875"
## [1] "1999-03-18 00:00:00 XLU 300 @ 28.921875"
## [1] "1999-03-18 00:00:00 XLU 300 @ 28.921875"
## [1] "1999-03-19 00:00:00 XLU -300 @ 28.203125"
## [1] "1999-03-19 00:00:00 XLU -300 @ 28.203125"
## [1] "1999-03-22 00:00:00 XLU 300 @ 28.296875"
## [1] "1999-03-22 00:00:00 XLU 300 @ 28.296875"
## [1] "1999-04-05 00:00:00 XLU -300 @ 27.46875"
## [1] "1999-04-05 00:00:00 XLU -300 @ 27.46875"
## [1] "1999-04-15 00:00:00 XLU 300 @ 28.03125"
## [1] "1999-04-15 00:00:00 XLU 300 @ 28.03125"
## [1] "1999-04-19 00:00:00 XLU -300 @ 28.625"
## [1] "1999-04-19 00:00:00 XLU -300 @ 28.625"
## [1] "1999-05-07 00:00:00 XLU 300 @ 29.421875"
## [1] "1999-05-07 00:00:00 XLU 300 @ 29.421875"
## [1] "1999-05-13 00:00:00 XLU -300 @ 29.921875"
## [1] "1999-05-13 00:00:00 XLU -300 @ 29.921875"
## [1] "1999-05-17 00:00:00 XLU 300 @ 29.96875"
## [1] "1999-05-17 00:00:00 XLU 300 @ 29.96875"
## [1] "1999-05-18 00:00:00 XLU -300 @ 29.3125"
## [1] "1999-05-18 00:00:00 XLU -300 @ 29.3125"
## [1] "1999-05-28 00:00:00 XLU 300 @ 29.609375"
## [1] "1999-05-28 00:00:00 XLU 300 @ 29.609375"
## [1] "1999-06-07 00:00:00 XLU -300 @ 30"
## [1] "1999-06-07 00:00:00 XLU -300 @ 30"
## [1] "1999-06-14 00:00:00 XLU 300 @ 30.609375"
## [1] "1999-06-14 00:00:00 XLU 300 @ 30.609375"
## [1] "1999-06-15 00:00:00 XLU -300 @ 30.640625"
## [1] "1999-06-15 00:00:00 XLU -300 @ 30.640625"
## [1] "1999-06-22 00:00:00 XLU 300 @ 30.25"
## [1] "1999-06-22 00:00:00 XLU 300 @ 30.25"
## [1] "1999-07-01 00:00:00 XLU -300 @ 30.53125"
## [1] "1999-07-01 00:00:00 XLU -300 @ 30.53125"
## [1] "1999-07-13 00:00:00 XLU 300 @ 30.21875"
## [1] "1999-07-13 00:00:00 XLU 300 @ 30.21875"
## [1] "1999-07-16 00:00:00 XLU -300 @ 31.234375"
## [1] "1999-07-16 00:00:00 XLU -300 @ 31.234375"
## [1] "1999-07-26 00:00:00 XLU 300 @ 31.0625"
## [1] "1999-07-26 00:00:00 XLU 300 @ 31.0625"
## [1] "1999-07-28 00:00:00 XLU -300 @ 31.1875"
## [1] "1999-07-28 00:00:00 XLU -300 @ 31.1875"
## [1] "1999-07-30 00:00:00 XLU 300 @ 30.734375"
## [1] "1999-07-30 00:00:00 XLU 300 @ 30.734375"
## [1] "1999-08-03 00:00:00 XLU -300 @ 31"
## [1] "1999-08-03 00:00:00 XLU -300 @ 31"
## [1] "1999-08-05 00:00:00 XLU 300 @ 30.8125"
## [1] "1999-08-05 00:00:00 XLU 300 @ 30.8125"
## [1] "1999-08-18 00:00:00 XLU -300 @ 30.234375"
## [1] "1999-08-18 00:00:00 XLU -300 @ 30.234375"
## [1] "1999-08-20 00:00:00 XLU 300 @ 29.8125"
## [1] "1999-08-20 00:00:00 XLU 300 @ 29.8125"
## [1] "1999-08-26 00:00:00 XLU -300 @ 30.3125"
## [1] "1999-08-26 00:00:00 XLU -300 @ 30.3125"
## [1] "1999-08-30 00:00:00 XLU 300 @ 29.5"
## [1] "1999-08-30 00:00:00 XLU 300 @ 29.5"
## [1] "1999-09-14 00:00:00 XLU -300 @ 29.390625"
## [1] "1999-09-14 00:00:00 XLU -300 @ 29.390625"
## [1] "1999-09-17 00:00:00 XLU 300 @ 29.421875"
## [1] "1999-09-17 00:00:00 XLU 300 @ 29.421875"
## [1] "1999-10-01 00:00:00 XLU -300 @ 29.578125"
## [1] "1999-10-01 00:00:00 XLU -300 @ 29.578125"
## [1] "1999-10-06 00:00:00 XLU 300 @ 29.703125"
## [1] "1999-10-06 00:00:00 XLU 300 @ 29.703125"
## [1] "1999-10-28 00:00:00 XLU -300 @ 30"
## [1] "1999-10-28 00:00:00 XLU -300 @ 30"
## [1] "1999-11-04 00:00:00 XLU 300 @ 29.4375"
## [1] "1999-11-04 00:00:00 XLU 300 @ 29.4375"
## [1] "1999-11-09 00:00:00 XLU -300 @ 29.4375"
## [1] "1999-11-09 00:00:00 XLU -300 @ 29.4375"
## [1] "1999-11-10 00:00:00 XLU 300 @ 29.5625"
## [1] "1999-11-10 00:00:00 XLU 300 @ 29.5625"
## [1] "1999-11-18 00:00:00 XLU -300 @ 29.359375"
## [1] "1999-11-18 00:00:00 XLU -300 @ 29.359375"
## [1] "1999-11-23 00:00:00 XLU 300 @ 28.75"
## [1] "1999-11-23 00:00:00 XLU 300 @ 28.75"
## [1] "1999-12-02 00:00:00 XLU -300 @ 28.921875"
## [1] "1999-12-02 00:00:00 XLU -300 @ 28.921875"
## [1] "1999-12-13 00:00:00 XLU 300 @ 29.0625"
## [1] "1999-12-13 00:00:00 XLU 300 @ 29.0625"
## [1] "1999-12-16 00:00:00 XLU -300 @ 28.875"
## [1] "1999-12-16 00:00:00 XLU -300 @ 28.875"
## [1] "1999-12-17 00:00:00 XLU 300 @ 29.0625"
## [1] "1999-12-17 00:00:00 XLU 300 @ 29.0625"
## [1] "2000-01-10 00:00:00 XLU -300 @ 27.578125"
## [1] "2000-01-10 00:00:00 XLU -300 @ 27.578125"
## [1] "2000-01-13 00:00:00 XLU 300 @ 26.75"
## [1] "2000-01-13 00:00:00 XLU 300 @ 26.75"
## [1] "2000-01-21 00:00:00 XLU -300 @ 27.875"
## [1] "2000-01-21 00:00:00 XLU -300 @ 27.875"
## [1] "2000-01-26 00:00:00 XLU 300 @ 26.734375"
## [1] "2000-01-26 00:00:00 XLU 300 @ 26.734375"
## [1] "2000-02-01 00:00:00 XLU -300 @ 27.4375"
## [1] "2000-02-01 00:00:00 XLU -300 @ 27.4375"
## [1] "2000-02-07 00:00:00 XLU 300 @ 27.03125"
## [1] "2000-02-07 00:00:00 XLU 300 @ 27.03125"
## [1] "2000-03-01 00:00:00 XLU -300 @ 25.34375"
## [1] "2000-03-01 00:00:00 XLU -300 @ 25.34375"
## [1] "2000-03-08 00:00:00 XLU 300 @ 25.375"
## [1] "2000-03-08 00:00:00 XLU 300 @ 25.375"
## [1] "2000-03-14 00:00:00 XLU -300 @ 25.484375"
## [1] "2000-03-14 00:00:00 XLU -300 @ 25.484375"
## [1] "2000-03-15 00:00:00 XLU 300 @ 25.625"
## [1] "2000-03-15 00:00:00 XLU 300 @ 25.625"
## [1] "2000-03-17 00:00:00 XLU -300 @ 26.640625"
## [1] "2000-03-17 00:00:00 XLU -300 @ 26.640625"
## [1] "2000-03-23 00:00:00 XLU 300 @ 26.1875"
## [1] "2000-03-23 00:00:00 XLU 300 @ 26.1875"
## [1] "2000-03-30 00:00:00 XLU -300 @ 26.578125"
## [1] "2000-03-30 00:00:00 XLU -300 @ 26.578125"
## [1] "2000-04-17 00:00:00 XLU 300 @ 27.203125"
## [1] "2000-04-17 00:00:00 XLU 300 @ 27.203125"
## [1] "2000-04-25 00:00:00 XLU -300 @ 29.21875"
## [1] "2000-04-25 00:00:00 XLU -300 @ 29.21875"
## [1] "2000-05-03 00:00:00 XLU 300 @ 27.546875"
## [1] "2000-05-03 00:00:00 XLU 300 @ 27.546875"
## [1] "2000-05-09 00:00:00 XLU -300 @ 27.65625"
## [1] "2000-05-09 00:00:00 XLU -300 @ 27.65625"
## [1] "2000-05-18 00:00:00 XLU 300 @ 28.375"
## [1] "2000-05-18 00:00:00 XLU 300 @ 28.375"
## [1] "2000-05-31 00:00:00 XLU -300 @ 28.421875"
## [1] "2000-05-31 00:00:00 XLU -300 @ 28.421875"
## [1] "2000-06-06 00:00:00 XLU 300 @ 28.53125"
## [1] "2000-06-06 00:00:00 XLU 300 @ 28.53125"
## [1] "2000-06-08 00:00:00 XLU -300 @ 28.8125"
## [1] "2000-06-08 00:00:00 XLU -300 @ 28.8125"
## [1] "2000-06-19 00:00:00 XLU 300 @ 29.3125"
## [1] "2000-06-19 00:00:00 XLU 300 @ 29.3125"
## [1] "2000-07-06 00:00:00 XLU -300 @ 28.34375"
## [1] "2000-07-06 00:00:00 XLU -300 @ 28.34375"
## [1] "2000-07-12 00:00:00 XLU 300 @ 28.5"
## [1] "2000-07-12 00:00:00 XLU 300 @ 28.5"
## [1] "2000-07-14 00:00:00 XLU -300 @ 28.234375"
## [1] "2000-07-14 00:00:00 XLU -300 @ 28.234375"
## [1] "2000-07-17 00:00:00 XLU 300 @ 28"
## [1] "2000-07-17 00:00:00 XLU 300 @ 28"
## [1] "2000-07-26 00:00:00 XLU -300 @ 27.875"
## [1] "2000-07-26 00:00:00 XLU -300 @ 27.875"
## [1] "2000-07-28 00:00:00 XLU 300 @ 27.59375"
## [1] "2000-07-28 00:00:00 XLU 300 @ 27.59375"
## [1] "2000-08-02 00:00:00 XLU -300 @ 28.75"
## [1] "2000-08-02 00:00:00 XLU -300 @ 28.75"
## [1] "2000-08-09 00:00:00 XLU 300 @ 27.984375"
## [1] "2000-08-09 00:00:00 XLU 300 @ 27.984375"
## [1] "2000-08-15 00:00:00 XLU -300 @ 28.65625"
## [1] "2000-08-15 00:00:00 XLU -300 @ 28.65625"
## [1] "2000-08-17 00:00:00 XLU 300 @ 27.875"
## [1] "2000-08-17 00:00:00 XLU 300 @ 27.875"
## [1] "2000-08-29 00:00:00 XLU -300 @ 28.25"
## [1] "2000-08-29 00:00:00 XLU -300 @ 28.25"
## [1] "2000-09-15 00:00:00 XLU 300 @ 30.53125"
## [1] "2000-09-15 00:00:00 XLU 300 @ 30.53125"
## [1] "2000-09-25 00:00:00 XLU -300 @ 30.5"
## [1] "2000-09-25 00:00:00 XLU -300 @ 30.5"
## [1] "2000-10-11 00:00:00 XLU 300 @ 31.625"
## [1] "2000-10-11 00:00:00 XLU 300 @ 31.625"
## [1] "2000-10-17 00:00:00 XLU -300 @ 32.265625"
## [1] "2000-10-17 00:00:00 XLU -300 @ 32.265625"
## [1] "2000-10-23 00:00:00 XLU 300 @ 32.34375"
## [1] "2000-10-23 00:00:00 XLU 300 @ 32.34375"
## [1] "2000-10-24 00:00:00 XLU -300 @ 32.203125"
## [1] "2000-10-24 00:00:00 XLU -300 @ 32.203125"
## [1] "2000-10-27 00:00:00 XLU 300 @ 32.625"
## [1] "2000-10-27 00:00:00 XLU 300 @ 32.625"
## [1] "2000-10-30 00:00:00 XLU -300 @ 33.890625"
## [1] "2000-10-30 00:00:00 XLU -300 @ 33.890625"
## [1] "2000-11-07 00:00:00 XLU 300 @ 33.703125"
## [1] "2000-11-07 00:00:00 XLU 300 @ 33.703125"
## [1] "2000-11-09 00:00:00 XLU -300 @ 34.0625"
## [1] "2000-11-09 00:00:00 XLU -300 @ 34.0625"
## [1] "2000-11-15 00:00:00 XLU 300 @ 33.65625"
## [1] "2000-11-15 00:00:00 XLU 300 @ 33.65625"
## [1] "2000-11-17 00:00:00 XLU -300 @ 33.53125"
## [1] "2000-11-17 00:00:00 XLU -300 @ 33.53125"
## [1] "2000-11-20 00:00:00 XLU 300 @ 33.859375"
## [1] "2000-11-20 00:00:00 XLU 300 @ 33.859375"
## [1] "2000-11-29 00:00:00 XLU -300 @ 34.1875"
## [1] "2000-11-29 00:00:00 XLU -300 @ 34.1875"
## [1] "2000-12-04 00:00:00 XLU 300 @ 33.84375"
## [1] "2000-12-04 00:00:00 XLU 300 @ 33.84375"
## [1] "2000-12-06 00:00:00 XLU -300 @ 34.1875"
## [1] "2000-12-06 00:00:00 XLU -300 @ 34.1875"
## [1] "2000-12-11 00:00:00 XLU 300 @ 33.4375"
## [1] "2000-12-11 00:00:00 XLU 300 @ 33.4375"
## [1] "2000-12-14 00:00:00 XLU -300 @ 34.15625"
## [1] "2000-12-14 00:00:00 XLU -300 @ 34.15625"
## [1] "2000-12-18 00:00:00 XLU 300 @ 33.3125"
## [1] "2000-12-18 00:00:00 XLU 300 @ 33.3125"
## [1] "2000-12-27 00:00:00 XLU -300 @ 33.078125"
## [1] "2000-12-27 00:00:00 XLU -300 @ 33.078125"
## [1] "2001-01-04 00:00:00 XLU 300 @ 31.5"
## [1] "2001-01-04 00:00:00 XLU 300 @ 31.5"
## [1] "2001-01-19 00:00:00 XLU -300 @ 31.25"
## [1] "2001-01-19 00:00:00 XLU -300 @ 31.25"
## [1] "2001-01-29 00:00:00 XLU 300 @ 31.6100006103516"
## [1] "2001-01-29 00:00:00 XLU 300 @ 31.6100006103516"
## [1] "2001-01-30 00:00:00 XLU -300 @ 31.6100006103516"
## [1] "2001-01-30 00:00:00 XLU -300 @ 31.6100006103516"
## [1] "2001-02-01 00:00:00 XLU 300 @ 31.7000007629395"
## [1] "2001-02-01 00:00:00 XLU 300 @ 31.7000007629395"
## [1] "2001-02-02 00:00:00 XLU -300 @ 31.3500003814697"
## [1] "2001-02-02 00:00:00 XLU -300 @ 31.3500003814697"
## [1] "2001-02-15 00:00:00 XLU 300 @ 31.8299999237061"
## [1] "2001-02-15 00:00:00 XLU 300 @ 31.8299999237061"
## [1] "2001-02-21 00:00:00 XLU -300 @ 31.7800006866455"
## [1] "2001-02-21 00:00:00 XLU -300 @ 31.7800006866455"
## [1] "2001-02-22 00:00:00 XLU 300 @ 32.1199989318848"
## [1] "2001-02-22 00:00:00 XLU 300 @ 32.1199989318848"
## [1] "2001-02-27 00:00:00 XLU -300 @ 32.3400001525879"
## [1] "2001-02-27 00:00:00 XLU -300 @ 32.3400001525879"
## [1] "2001-03-01 00:00:00 XLU 300 @ 31.6200008392334"
## [1] "2001-03-01 00:00:00 XLU 300 @ 31.6200008392334"
## [1] "2001-03-09 00:00:00 XLU -300 @ 31.4799995422363"
## [1] "2001-03-09 00:00:00 XLU -300 @ 31.4799995422363"
## [1] "2001-03-14 00:00:00 XLU 300 @ 30.0300006866455"
## [1] "2001-03-14 00:00:00 XLU 300 @ 30.0300006866455"
## [1] "2001-03-27 00:00:00 XLU -300 @ 31.0100002288818"
## [1] "2001-03-27 00:00:00 XLU -300 @ 31.0100002288818"
## [1] "2001-04-09 00:00:00 XLU 300 @ 31.2399997711182"
## [1] "2001-04-09 00:00:00 XLU 300 @ 31.2399997711182"
## [1] "2001-04-11 00:00:00 XLU -300 @ 31.4599990844727"
## [1] "2001-04-11 00:00:00 XLU -300 @ 31.4599990844727"
## [1] "2001-04-23 00:00:00 XLU 300 @ 31.75"
## [1] "2001-04-23 00:00:00 XLU 300 @ 31.75"
## [1] "2001-04-26 00:00:00 XLU -300 @ 32.75"
## [1] "2001-04-26 00:00:00 XLU -300 @ 32.75"
## [1] "2001-05-04 00:00:00 XLU 300 @ 32.5999984741211"
## [1] "2001-05-04 00:00:00 XLU 300 @ 32.5999984741211"
## [1] "2001-05-15 00:00:00 XLU -300 @ 32.5999984741211"
## [1] "2001-05-15 00:00:00 XLU -300 @ 32.5999984741211"
## [1] "2001-05-25 00:00:00 XLU 300 @ 32.6800003051758"
## [1] "2001-05-25 00:00:00 XLU 300 @ 32.6800003051758"
## [1] "2001-06-01 00:00:00 XLU -300 @ 32.75"
## [1] "2001-06-01 00:00:00 XLU -300 @ 32.75"
## [1] "2001-06-06 00:00:00 XLU 300 @ 32.0299987792969"
## [1] "2001-06-06 00:00:00 XLU 300 @ 32.0299987792969"
## [1] "2001-06-12 00:00:00 XLU -300 @ 32.4599990844727"
## [1] "2001-06-12 00:00:00 XLU -300 @ 32.4599990844727"
## [1] "2001-06-14 00:00:00 XLU 300 @ 30.8500003814697"
## [1] "2001-06-14 00:00:00 XLU 300 @ 30.8500003814697"
## [1] "2001-06-28 00:00:00 XLU -300 @ 30.8199996948242"
## [1] "2001-06-28 00:00:00 XLU -300 @ 30.8199996948242"
## [1] "2001-07-13 00:00:00 XLU 300 @ 31.6299991607666"
## [1] "2001-07-13 00:00:00 XLU 300 @ 31.6299991607666"
## [1] "2001-07-18 00:00:00 XLU -300 @ 31.5699996948242"
## [1] "2001-07-18 00:00:00 XLU -300 @ 31.5699996948242"
## [1] "2001-07-19 00:00:00 XLU 300 @ 31.7700004577637"
## [1] "2001-07-19 00:00:00 XLU 300 @ 31.7700004577637"
## [1] "2001-07-31 00:00:00 XLU -300 @ 30.8700008392334"
## [1] "2001-07-31 00:00:00 XLU -300 @ 30.8700008392334"
## [1] "2001-08-07 00:00:00 XLU 300 @ 30.7299995422363"
## [1] "2001-08-07 00:00:00 XLU 300 @ 30.7299995422363"
## [1] "2001-08-13 00:00:00 XLU -300 @ 30.4200000762939"
## [1] "2001-08-13 00:00:00 XLU -300 @ 30.4200000762939"
## [1] "2001-08-16 00:00:00 XLU 300 @ 30.3700008392334"
## [1] "2001-08-16 00:00:00 XLU 300 @ 30.3700008392334"
## [1] "2001-08-27 00:00:00 XLU -300 @ 30.4200000762939"
## [1] "2001-08-27 00:00:00 XLU -300 @ 30.4200000762939"
## [1] "2001-08-30 00:00:00 XLU 300 @ 29.75"
## [1] "2001-08-30 00:00:00 XLU 300 @ 29.75"
## [1] "2001-09-05 00:00:00 XLU -300 @ 29.8999996185303"
## [1] "2001-09-05 00:00:00 XLU -300 @ 29.8999996185303"
## [1] "2001-09-07 00:00:00 XLU 300 @ 29.6299991607666"
## [1] "2001-09-07 00:00:00 XLU 300 @ 29.6299991607666"
## [1] "2001-09-17 00:00:00 XLU -300 @ 29.8500003814697"
## [1] "2001-09-17 00:00:00 XLU -300 @ 29.8500003814697"
## [1] "2001-09-24 00:00:00 XLU 300 @ 29.2299995422363"
## [1] "2001-09-24 00:00:00 XLU 300 @ 29.2299995422363"
## [1] "2001-10-02 00:00:00 XLU -300 @ 29.8299999237061"
## [1] "2001-10-02 00:00:00 XLU -300 @ 29.8299999237061"
## [1] "2001-10-12 00:00:00 XLU 300 @ 29.4599990844727"
## [1] "2001-10-12 00:00:00 XLU 300 @ 29.4599990844727"
## [1] "2001-11-05 00:00:00 XLU -300 @ 28.3299999237061"
## [1] "2001-11-05 00:00:00 XLU -300 @ 28.3299999237061"
## [1] "2001-11-08 00:00:00 XLU 300 @ 28.4599990844727"
## [1] "2001-11-08 00:00:00 XLU 300 @ 28.4599990844727"
## [1] "2001-11-09 00:00:00 XLU -300 @ 28.6399993896484"
## [1] "2001-11-09 00:00:00 XLU -300 @ 28.6399993896484"
## [1] "2001-11-15 00:00:00 XLU 300 @ 28.1700000762939"
## [1] "2001-11-15 00:00:00 XLU 300 @ 28.1700000762939"
## [1] "2001-11-19 00:00:00 XLU -300 @ 28.3999996185303"
## [1] "2001-11-19 00:00:00 XLU -300 @ 28.3999996185303"
## [1] "2001-11-23 00:00:00 XLU 300 @ 28.2199993133545"
## [1] "2001-11-23 00:00:00 XLU 300 @ 28.2199993133545"
## [1] "2001-12-05 00:00:00 XLU -300 @ 27.9300003051758"
## [1] "2001-12-05 00:00:00 XLU -300 @ 27.9300003051758"
## [1] "2001-12-11 00:00:00 XLU 300 @ 27.0699996948242"
## [1] "2001-12-11 00:00:00 XLU 300 @ 27.0699996948242"
## [1] "2001-12-19 00:00:00 XLU -300 @ 28.1100006103516"
## [1] "2001-12-19 00:00:00 XLU -300 @ 28.1100006103516"
## [1] "2001-12-24 00:00:00 XLU 300 @ 27.7800006866455"
## [1] "2001-12-24 00:00:00 XLU 300 @ 27.7800006866455"
## [1] "2001-12-28 00:00:00 XLU -300 @ 28.0200004577637"
## [1] "2001-12-28 00:00:00 XLU -300 @ 28.0200004577637"
## [1] "2002-01-09 00:00:00 XLU 300 @ 27.8799991607666"
## [1] "2002-01-09 00:00:00 XLU 300 @ 27.8799991607666"
## [1] "2002-02-04 00:00:00 XLU -300 @ 26.7999992370605"
## [1] "2002-02-04 00:00:00 XLU -300 @ 26.7999992370605"
## [1] "2002-02-05 00:00:00 XLU 300 @ 26.4400005340576"
## [1] "2002-02-05 00:00:00 XLU 300 @ 26.4400005340576"
## [1] "2002-02-12 00:00:00 XLU -300 @ 26.6000003814697"
## [1] "2002-02-12 00:00:00 XLU -300 @ 26.6000003814697"
## [1] "2002-02-20 00:00:00 XLU 300 @ 26.6399993896484"
## [1] "2002-02-20 00:00:00 XLU 300 @ 26.6399993896484"
## [1] "2002-02-26 00:00:00 XLU -300 @ 26.7399997711182"
## [1] "2002-02-26 00:00:00 XLU -300 @ 26.7399997711182"
## [1] "2002-03-13 00:00:00 XLU 300 @ 28"
## [1] "2002-03-13 00:00:00 XLU 300 @ 28"
## [1] "2002-03-19 00:00:00 XLU -300 @ 28.1700000762939"
## [1] "2002-03-19 00:00:00 XLU -300 @ 28.1700000762939"
## [1] "2002-03-27 00:00:00 XLU 300 @ 27.9300003051758"
## [1] "2002-03-27 00:00:00 XLU 300 @ 27.9300003051758"
## [1] "2002-04-01 00:00:00 XLU -300 @ 27.8899993896484"
## [1] "2002-04-01 00:00:00 XLU -300 @ 27.8899993896484"
## [1] "2002-04-08 00:00:00 XLU 300 @ 27.7399997711182"
## [1] "2002-04-08 00:00:00 XLU 300 @ 27.7399997711182"
## [1] "2002-04-18 00:00:00 XLU -300 @ 27.3700008392334"
## [1] "2002-04-18 00:00:00 XLU -300 @ 27.3700008392334"
## [1] "2002-04-22 00:00:00 XLU 300 @ 26.7199993133545"
## [1] "2002-04-22 00:00:00 XLU 300 @ 26.7199993133545"
## [1] "2002-05-02 00:00:00 XLU -300 @ 26.5499992370605"
## [1] "2002-05-02 00:00:00 XLU -300 @ 26.5499992370605"
## [1] "2002-05-07 00:00:00 XLU 300 @ 26"
## [1] "2002-05-07 00:00:00 XLU 300 @ 26"
## [1] "2002-05-15 00:00:00 XLU -300 @ 26.1100006103516"
## [1] "2002-05-15 00:00:00 XLU -300 @ 26.1100006103516"
## [1] "2002-05-20 00:00:00 XLU 300 @ 26.1000003814697"
## [1] "2002-05-20 00:00:00 XLU 300 @ 26.1000003814697"
## [1] "2002-05-22 00:00:00 XLU -300 @ 26.7600002288818"
## [1] "2002-05-22 00:00:00 XLU -300 @ 26.7600002288818"
## [1] "2002-05-30 00:00:00 XLU 300 @ 26.4500007629395"
## [1] "2002-05-30 00:00:00 XLU 300 @ 26.4500007629395"
## [1] "2002-06-18 00:00:00 XLU -300 @ 25.7600002288818"
## [1] "2002-06-18 00:00:00 XLU -300 @ 25.7600002288818"
## [1] "2002-06-20 00:00:00 XLU 300 @ 24.75"
## [1] "2002-06-20 00:00:00 XLU 300 @ 24.75"
## [1] "2002-07-01 00:00:00 XLU -300 @ 23.75"
## [1] "2002-07-01 00:00:00 XLU -300 @ 23.75"
## [1] "2002-07-03 00:00:00 XLU 300 @ 23.1100006103516"
## [1] "2002-07-03 00:00:00 XLU 300 @ 23.1100006103516"
## [1] "2002-07-26 00:00:00 XLU -300 @ 18.75"
## [1] "2002-07-26 00:00:00 XLU -300 @ 18.75"
## [1] "2002-08-06 00:00:00 XLU 300 @ 20.4400005340576"
## [1] "2002-08-06 00:00:00 XLU 300 @ 20.4400005340576"
## [1] "2002-08-07 00:00:00 XLU -300 @ 20.5900001525879"
## [1] "2002-08-07 00:00:00 XLU -300 @ 20.5900001525879"
## [1] "2002-08-30 00:00:00 XLU 300 @ 21.5"
## [1] "2002-08-30 00:00:00 XLU 300 @ 21.5"
## [1] "2002-09-27 00:00:00 XLU -300 @ 18.4200000762939"
## [1] "2002-09-27 00:00:00 XLU -300 @ 18.4200000762939"
## [1] "2002-10-04 00:00:00 XLU 300 @ 17.4599990844727"
## [1] "2002-10-04 00:00:00 XLU 300 @ 17.4599990844727"
## [1] "2002-10-22 00:00:00 XLU -300 @ 17.0799999237061"
## [1] "2002-10-22 00:00:00 XLU -300 @ 17.0799999237061"
## [1] "2002-11-08 00:00:00 XLU 300 @ 17.9200000762939"
## [1] "2002-11-08 00:00:00 XLU 300 @ 17.9200000762939"
## [1] "2002-11-15 00:00:00 XLU -300 @ 18.1499996185303"
## [1] "2002-11-15 00:00:00 XLU -300 @ 18.1499996185303"
## [1] "2002-11-27 00:00:00 XLU 300 @ 18.6900005340576"
## [1] "2002-11-27 00:00:00 XLU 300 @ 18.6900005340576"
## [1] "2002-12-10 00:00:00 XLU -300 @ 18.5799999237061"
## [1] "2002-12-10 00:00:00 XLU -300 @ 18.5799999237061"
## [1] "2002-12-24 00:00:00 XLU 300 @ 19.0900001525879"
## [1] "2002-12-24 00:00:00 XLU 300 @ 19.0900001525879"
## [1] "2003-01-03 00:00:00 XLU -300 @ 19.7999992370605"
## [1] "2003-01-03 00:00:00 XLU -300 @ 19.7999992370605"
## [1] "2003-01-14 00:00:00 XLU 300 @ 19.8899993896484"
## [1] "2003-01-14 00:00:00 XLU 300 @ 19.8899993896484"
## [1] "2003-02-19 00:00:00 XLU -300 @ 17.7800006866455"
## [1] "2003-02-19 00:00:00 XLU -300 @ 17.7800006866455"
## [1] "2003-02-27 00:00:00 XLU 300 @ 17.7199993133545"
## [1] "2003-02-27 00:00:00 XLU 300 @ 17.7199993133545"
## [1] "2003-03-04 00:00:00 XLU -300 @ 17.7099990844727"
## [1] "2003-03-04 00:00:00 XLU -300 @ 17.7099990844727"
## [1] "2003-03-11 00:00:00 XLU 300 @ 17.5"
## [1] "2003-03-11 00:00:00 XLU 300 @ 17.5"
## [1] "2003-03-14 00:00:00 XLU -300 @ 17.9099998474121"
## [1] "2003-03-14 00:00:00 XLU -300 @ 17.9099998474121"
## [1] "2003-03-25 00:00:00 XLU 300 @ 18.5300006866455"
## [1] "2003-03-25 00:00:00 XLU 300 @ 18.5300006866455"
## [1] "2003-04-02 00:00:00 XLU -300 @ 18.5400009155273"
## [1] "2003-04-02 00:00:00 XLU -300 @ 18.5400009155273"
## [1] "2003-04-10 00:00:00 XLU 300 @ 18.7000007629395"
## [1] "2003-04-10 00:00:00 XLU 300 @ 18.7000007629395"
## [1] "2003-04-11 00:00:00 XLU -300 @ 18.6399993896484"
## [1] "2003-04-11 00:00:00 XLU -300 @ 18.6399993896484"
## [1] "2003-05-02 00:00:00 XLU 300 @ 19.8799991607666"
## [1] "2003-05-02 00:00:00 XLU 300 @ 19.8799991607666"
## [1] "2003-05-06 00:00:00 XLU -300 @ 19.9300003051758"
## [1] "2003-05-06 00:00:00 XLU -300 @ 19.9300003051758"
## [1] "2003-05-09 00:00:00 XLU 300 @ 20"
## [1] "2003-05-09 00:00:00 XLU 300 @ 20"
## [1] "2003-05-12 00:00:00 XLU -300 @ 20.1499996185303"
## [1] "2003-05-12 00:00:00 XLU -300 @ 20.1499996185303"
## [1] "2003-06-09 00:00:00 XLU 300 @ 22.0799999237061"
## [1] "2003-06-09 00:00:00 XLU 300 @ 22.0799999237061"
## [1] "2003-06-12 00:00:00 XLU -300 @ 22.6200008392334"
## [1] "2003-06-12 00:00:00 XLU -300 @ 22.6200008392334"
## [1] "2003-06-23 00:00:00 XLU 300 @ 22.2800006866455"
## [1] "2003-06-23 00:00:00 XLU 300 @ 22.2800006866455"
## [1] "2003-07-28 00:00:00 XLU -300 @ 20.8500003814697"
## [1] "2003-07-28 00:00:00 XLU -300 @ 20.8500003814697"
## [1] "2003-07-30 00:00:00 XLU 300 @ 20.6100006103516"
## [1] "2003-07-30 00:00:00 XLU 300 @ 20.6100006103516"
## [1] "2003-08-08 00:00:00 XLU -300 @ 20.6399993896484"
## [1] "2003-08-08 00:00:00 XLU -300 @ 20.6399993896484"
## [1] "2003-08-25 00:00:00 XLU 300 @ 20.8199996948242"
## [1] "2003-08-25 00:00:00 XLU 300 @ 20.8199996948242"
## [1] "2003-08-28 00:00:00 XLU -300 @ 21"
## [1] "2003-08-28 00:00:00 XLU -300 @ 21"
## [1] "2003-09-12 00:00:00 XLU 300 @ 21.6599998474121"
## [1] "2003-09-12 00:00:00 XLU 300 @ 21.6599998474121"
## [1] "2003-09-15 00:00:00 XLU -300 @ 21.5400009155273"
## [1] "2003-09-15 00:00:00 XLU -300 @ 21.5400009155273"
## [1] "2003-09-23 00:00:00 XLU 300 @ 21.7299995422363"
## [1] "2003-09-23 00:00:00 XLU 300 @ 21.7299995422363"
## [1] "2003-09-29 00:00:00 XLU -300 @ 21.9400005340576"
## [1] "2003-09-29 00:00:00 XLU -300 @ 21.9400005340576"
## [1] "2003-10-09 00:00:00 XLU 300 @ 22.0499992370605"
## [1] "2003-10-09 00:00:00 XLU 300 @ 22.0499992370605"
## [1] "2003-10-14 00:00:00 XLU -300 @ 22.1800003051758"
## [1] "2003-10-14 00:00:00 XLU -300 @ 22.1800003051758"
## [1] "2003-10-16 00:00:00 XLU 300 @ 22"
## [1] "2003-10-16 00:00:00 XLU 300 @ 22"
## [1] "2003-10-28 00:00:00 XLU -300 @ 21.9300003051758"
## [1] "2003-10-28 00:00:00 XLU -300 @ 21.9300003051758"
## [1] "2003-11-07 00:00:00 XLU 300 @ 21.8099994659424"
## [1] "2003-11-07 00:00:00 XLU 300 @ 21.8099994659424"
## [1] "2003-11-14 00:00:00 XLU -300 @ 21.8299999237061"
## [1] "2003-11-14 00:00:00 XLU -300 @ 21.8299999237061"
## [1] "2003-11-18 00:00:00 XLU 300 @ 21.2600002288818"
## [1] "2003-11-18 00:00:00 XLU 300 @ 21.2600002288818"
## [1] "2003-11-25 00:00:00 XLU -300 @ 21.8899993896484"
## [1] "2003-11-25 00:00:00 XLU -300 @ 21.8899993896484"
## [1] "2003-12-10 00:00:00 XLU 300 @ 22.2999992370605"
## [1] "2003-12-10 00:00:00 XLU 300 @ 22.2999992370605"
## [1] "2003-12-12 00:00:00 XLU -300 @ 22.4500007629395"
## [1] "2003-12-12 00:00:00 XLU -300 @ 22.4500007629395"
## [1] "2004-01-12 00:00:00 XLU 300 @ 23.2800006866455"
## [1] "2004-01-12 00:00:00 XLU 300 @ 23.2800006866455"
## [1] "2004-01-15 00:00:00 XLU -300 @ 23.3700008392334"
## [1] "2004-01-15 00:00:00 XLU -300 @ 23.3700008392334"
## [1] "2004-01-27 00:00:00 XLU 300 @ 23.5699996948242"
## [1] "2004-01-27 00:00:00 XLU 300 @ 23.5699996948242"
## [1] "2004-01-30 00:00:00 XLU -300 @ 23.8099994659424"
## [1] "2004-01-30 00:00:00 XLU -300 @ 23.8099994659424"
## [1] "2004-02-03 00:00:00 XLU 300 @ 23.8799991607666"
## [1] "2004-02-03 00:00:00 XLU 300 @ 23.8799991607666"
## [1] "2004-02-04 00:00:00 XLU -300 @ 23.4899997711182"
## [1] "2004-02-04 00:00:00 XLU -300 @ 23.4899997711182"
## [1] "2004-02-05 00:00:00 XLU 300 @ 23.3500003814697"
## [1] "2004-02-05 00:00:00 XLU 300 @ 23.3500003814697"
## [1] "2004-02-10 00:00:00 XLU -300 @ 23.8899993896484"
## [1] "2004-02-10 00:00:00 XLU -300 @ 23.8899993896484"
## [1] "2004-02-23 00:00:00 XLU 300 @ 23.7299995422363"
## [1] "2004-02-23 00:00:00 XLU 300 @ 23.7299995422363"
## [1] "2004-02-26 00:00:00 XLU -300 @ 24"
## [1] "2004-02-26 00:00:00 XLU -300 @ 24"
## [1] "2004-03-10 00:00:00 XLU 300 @ 24.1299991607666"
## [1] "2004-03-10 00:00:00 XLU 300 @ 24.1299991607666"
## [1] "2004-03-17 00:00:00 XLU -300 @ 24.5499992370605"
## [1] "2004-03-17 00:00:00 XLU -300 @ 24.5499992370605"
## [1] "2004-03-22 00:00:00 XLU 300 @ 23.8199996948242"
## [1] "2004-03-22 00:00:00 XLU 300 @ 23.8199996948242"
## [1] "2004-03-29 00:00:00 XLU -300 @ 24.1299991607666"
## [1] "2004-03-29 00:00:00 XLU -300 @ 24.1299991607666"
## [1] "2004-04-08 00:00:00 XLU 300 @ 24.0799999237061"
## [1] "2004-04-08 00:00:00 XLU 300 @ 24.0799999237061"
## [1] "2004-04-23 00:00:00 XLU -300 @ 23.5499992370605"
## [1] "2004-04-23 00:00:00 XLU -300 @ 23.5499992370605"
## [1] "2004-04-30 00:00:00 XLU 300 @ 23.2800006866455"
## [1] "2004-04-30 00:00:00 XLU 300 @ 23.2800006866455"
## [1] "2004-05-05 00:00:00 XLU -300 @ 23.3700008392334"
## [1] "2004-05-05 00:00:00 XLU -300 @ 23.3700008392334"
## [1] "2004-05-10 00:00:00 XLU 300 @ 22.4200000762939"
## [1] "2004-05-10 00:00:00 XLU 300 @ 22.4200000762939"
## [1] "2004-05-17 00:00:00 XLU -300 @ 22.3099994659424"
## [1] "2004-05-17 00:00:00 XLU -300 @ 22.3099994659424"
## [1] "2004-05-18 00:00:00 XLU 300 @ 22.5"
## [1] "2004-05-18 00:00:00 XLU 300 @ 22.5"
## [1] "2004-05-21 00:00:00 XLU -300 @ 22.5400009155273"
## [1] "2004-05-21 00:00:00 XLU -300 @ 22.5400009155273"
## [1] "2004-06-04 00:00:00 XLU 300 @ 23.3999996185303"
## [1] "2004-06-04 00:00:00 XLU 300 @ 23.3999996185303"
## [1] "2004-06-08 00:00:00 XLU -300 @ 23.3799991607666"
## [1] "2004-06-08 00:00:00 XLU -300 @ 23.3799991607666"
## [1] "2004-06-10 00:00:00 XLU 300 @ 23.3899993896484"
## [1] "2004-06-10 00:00:00 XLU 300 @ 23.3899993896484"
## [1] "2004-06-17 00:00:00 XLU -300 @ 23.6200008392334"
## [1] "2004-06-17 00:00:00 XLU -300 @ 23.6200008392334"
## [1] "2004-06-30 00:00:00 XLU 300 @ 23.7600002288818"
## [1] "2004-06-30 00:00:00 XLU 300 @ 23.7600002288818"
## [1] "2004-07-15 00:00:00 XLU -300 @ 23.9099998474121"
## [1] "2004-07-15 00:00:00 XLU -300 @ 23.9099998474121"
## [1] "2004-07-22 00:00:00 XLU 300 @ 23.7000007629395"
## [1] "2004-07-22 00:00:00 XLU 300 @ 23.7000007629395"
## [1] "2004-07-29 00:00:00 XLU -300 @ 23.9500007629395"
## [1] "2004-07-29 00:00:00 XLU -300 @ 23.9500007629395"
## [1] "2004-09-14 00:00:00 XLU 300 @ 25.0200004577637"
## [1] "2004-09-14 00:00:00 XLU 300 @ 25.0200004577637"
## [1] "2004-09-17 00:00:00 XLU -300 @ 25.1599998474121"
## [1] "2004-09-17 00:00:00 XLU -300 @ 25.1599998474121"
## [1] "2004-09-21 00:00:00 XLU 300 @ 25.2099990844727"
## [1] "2004-09-21 00:00:00 XLU 300 @ 25.2099990844727"
## [1] "2004-09-22 00:00:00 XLU -300 @ 25.1000003814697"
## [1] "2004-09-22 00:00:00 XLU -300 @ 25.1000003814697"
## [1] "2004-09-24 00:00:00 XLU 300 @ 24.8600006103516"
## [1] "2004-09-24 00:00:00 XLU 300 @ 24.8600006103516"
## [1] "2004-09-29 00:00:00 XLU -300 @ 25"
## [1] "2004-09-29 00:00:00 XLU -300 @ 25"
## [1] "2004-10-14 00:00:00 XLU 300 @ 25.3799991607666"
## [1] "2004-10-14 00:00:00 XLU 300 @ 25.3799991607666"
## [1] "2004-10-18 00:00:00 XLU -300 @ 25.3999996185303"
## [1] "2004-10-18 00:00:00 XLU -300 @ 25.3999996185303"
## [1] "2004-10-20 00:00:00 XLU 300 @ 25.3899993896484"
## [1] "2004-10-20 00:00:00 XLU 300 @ 25.3899993896484"
## [1] "2004-10-22 00:00:00 XLU -300 @ 25.6599998474121"
## [1] "2004-10-22 00:00:00 XLU -300 @ 25.6599998474121"
## [1] "2004-11-03 00:00:00 XLU 300 @ 26.5100002288818"
## [1] "2004-11-03 00:00:00 XLU 300 @ 26.5100002288818"
## [1] "2004-11-05 00:00:00 XLU -300 @ 26.9400005340576"
## [1] "2004-11-05 00:00:00 XLU -300 @ 26.9400005340576"
## [1] "2004-11-18 00:00:00 XLU 300 @ 27.3999996185303"
## [1] "2004-11-18 00:00:00 XLU 300 @ 27.3999996185303"
## [1] "2004-11-23 00:00:00 XLU -300 @ 27.8999996185303"
## [1] "2004-11-23 00:00:00 XLU -300 @ 27.8999996185303"
## [1] "2004-11-30 00:00:00 XLU 300 @ 27.4400005340576"
## [1] "2004-11-30 00:00:00 XLU 300 @ 27.4400005340576"
## [1] "2004-12-07 00:00:00 XLU -300 @ 27.1000003814697"
## [1] "2004-12-07 00:00:00 XLU -300 @ 27.1000003814697"
## [1] "2004-12-09 00:00:00 XLU 300 @ 26.9699993133545"
## [1] "2004-12-09 00:00:00 XLU 300 @ 26.9699993133545"
## [1] "2004-12-14 00:00:00 XLU -300 @ 27.5699996948242"
## [1] "2004-12-14 00:00:00 XLU -300 @ 27.5699996948242"
## [1] "2004-12-20 00:00:00 XLU 300 @ 27.6700000762939"
## [1] "2004-12-20 00:00:00 XLU 300 @ 27.6700000762939"
## [1] "2004-12-22 00:00:00 XLU -300 @ 28.0200004577637"
## [1] "2004-12-22 00:00:00 XLU -300 @ 28.0200004577637"
## [1] "2004-12-28 00:00:00 XLU 300 @ 27.8999996185303"
## [1] "2004-12-28 00:00:00 XLU 300 @ 27.8999996185303"
## [1] "2004-12-30 00:00:00 XLU -300 @ 27.9899997711182"
## [1] "2004-12-30 00:00:00 XLU -300 @ 27.9899997711182"
## [1] "2005-01-03 00:00:00 XLU 300 @ 27.5300006866455"
## [1] "2005-01-03 00:00:00 XLU 300 @ 27.5300006866455"
## [1] "2005-01-14 00:00:00 XLU -300 @ 27.5499992370605"
## [1] "2005-01-14 00:00:00 XLU -300 @ 27.5499992370605"
## [1] "2005-01-24 00:00:00 XLU 300 @ 27.7099990844727"
## [1] "2005-01-24 00:00:00 XLU 300 @ 27.7099990844727"
## [1] "2005-01-25 00:00:00 XLU -300 @ 27.5499992370605"
## [1] "2005-01-25 00:00:00 XLU -300 @ 27.5499992370605"
## [1] "2005-02-22 00:00:00 XLU 300 @ 28.3199996948242"
## [1] "2005-02-22 00:00:00 XLU 300 @ 28.3199996948242"
## [1] "2005-02-28 00:00:00 XLU -300 @ 29.0499992370605"
## [1] "2005-02-28 00:00:00 XLU -300 @ 29.0499992370605"
## [1] "2005-03-10 00:00:00 XLU 300 @ 29.3799991607666"
## [1] "2005-03-10 00:00:00 XLU 300 @ 29.3799991607666"
## [1] "2005-03-15 00:00:00 XLU -300 @ 29.5699996948242"
## [1] "2005-03-15 00:00:00 XLU -300 @ 29.5699996948242"
## [1] "2005-03-17 00:00:00 XLU 300 @ 29.4699993133545"
## [1] "2005-03-17 00:00:00 XLU 300 @ 29.4699993133545"
## [1] "2005-03-31 00:00:00 XLU -300 @ 29.1499996185303"
## [1] "2005-03-31 00:00:00 XLU -300 @ 29.1499996185303"
## [1] "2005-04-15 00:00:00 XLU 300 @ 29.0100002288818"
## [1] "2005-04-15 00:00:00 XLU 300 @ 29.0100002288818"
## [1] "2005-04-20 00:00:00 XLU -300 @ 29.2700004577637"
## [1] "2005-04-20 00:00:00 XLU -300 @ 29.2700004577637"
## [1] "2005-05-06 00:00:00 XLU 300 @ 29.8199996948242"
## [1] "2005-05-06 00:00:00 XLU 300 @ 29.8199996948242"
## [1] "2005-05-10 00:00:00 XLU -300 @ 29.8500003814697"
## [1] "2005-05-10 00:00:00 XLU -300 @ 29.8500003814697"
## [1] "2005-05-13 00:00:00 XLU 300 @ 29.1700000762939"
## [1] "2005-05-13 00:00:00 XLU 300 @ 29.1700000762939"
## [1] "2005-05-18 00:00:00 XLU -300 @ 29.7099990844727"
## [1] "2005-05-18 00:00:00 XLU -300 @ 29.7099990844727"
## [1] "2005-06-17 00:00:00 XLU 300 @ 30.8700008392334"
## [1] "2005-06-17 00:00:00 XLU 300 @ 30.8700008392334"
## [1] "2005-06-20 00:00:00 XLU -300 @ 30.9300003051758"
## [1] "2005-06-20 00:00:00 XLU -300 @ 30.9300003051758"
## [1] "2005-07-07 00:00:00 XLU 300 @ 31.6200008392334"
## [1] "2005-07-07 00:00:00 XLU 300 @ 31.6200008392334"
## [1] "2005-07-11 00:00:00 XLU -300 @ 32.1699981689453"
## [1] "2005-07-11 00:00:00 XLU -300 @ 32.1699981689453"
## [1] "2005-07-15 00:00:00 XLU 300 @ 32.0200004577637"
## [1] "2005-07-15 00:00:00 XLU 300 @ 32.0200004577637"
## [1] "2005-07-21 00:00:00 XLU -300 @ 31.6200008392334"
## [1] "2005-07-21 00:00:00 XLU -300 @ 31.6200008392334"
## [1] "2005-07-22 00:00:00 XLU 300 @ 31.7999992370605"
## [1] "2005-07-22 00:00:00 XLU 300 @ 31.7999992370605"
## [1] "2005-07-28 00:00:00 XLU -300 @ 32.2599983215332"
## [1] "2005-07-28 00:00:00 XLU -300 @ 32.2599983215332"
## [1] "2005-08-02 00:00:00 XLU 300 @ 32.5900001525879"
## [1] "2005-08-02 00:00:00 XLU 300 @ 32.5900001525879"
## [1] "2005-08-03 00:00:00 XLU -300 @ 32.6800003051758"
## [1] "2005-08-03 00:00:00 XLU -300 @ 32.6800003051758"
## [1] "2005-08-08 00:00:00 XLU 300 @ 31.2600002288818"
## [1] "2005-08-08 00:00:00 XLU 300 @ 31.2600002288818"
## [1] "2005-08-16 00:00:00 XLU -300 @ 31.3600006103516"
## [1] "2005-08-16 00:00:00 XLU -300 @ 31.3600006103516"
## [1] "2005-08-17 00:00:00 XLU 300 @ 31.3299999237061"
## [1] "2005-08-17 00:00:00 XLU 300 @ 31.3299999237061"
## [1] "2005-08-22 00:00:00 XLU -300 @ 31.8500003814697"
## [1] "2005-08-22 00:00:00 XLU -300 @ 31.8500003814697"
## [1] "2005-09-14 00:00:00 XLU 300 @ 33.2299995422363"
## [1] "2005-09-14 00:00:00 XLU 300 @ 33.2299995422363"
## [1] "2005-09-16 00:00:00 XLU -300 @ 33.5900001525879"
## [1] "2005-09-16 00:00:00 XLU -300 @ 33.5900001525879"
## [1] "2005-09-21 00:00:00 XLU 300 @ 32.7799987792969"
## [1] "2005-09-21 00:00:00 XLU 300 @ 32.7799987792969"
## [1] "2005-09-27 00:00:00 XLU -300 @ 32.9599990844727"
## [1] "2005-09-27 00:00:00 XLU -300 @ 32.9599990844727"
## [1] "2005-10-06 00:00:00 XLU 300 @ 31.9899997711182"
## [1] "2005-10-06 00:00:00 XLU 300 @ 31.9899997711182"
## [1] "2005-10-25 00:00:00 XLU -300 @ 31.1700000762939"
## [1] "2005-10-25 00:00:00 XLU -300 @ 31.1700000762939"
## [1] "2005-10-28 00:00:00 XLU 300 @ 31.0499992370605"
## [1] "2005-10-28 00:00:00 XLU 300 @ 31.0499992370605"
## [1] "2005-10-31 00:00:00 XLU -300 @ 31.4500007629395"
## [1] "2005-10-31 00:00:00 XLU -300 @ 31.4500007629395"
## [1] "2005-11-08 00:00:00 XLU 300 @ 30.7999992370605"
## [1] "2005-11-08 00:00:00 XLU 300 @ 30.7999992370605"
## [1] "2005-11-10 00:00:00 XLU -300 @ 30.9200000762939"
## [1] "2005-11-10 00:00:00 XLU -300 @ 30.9200000762939"
## [1] "2005-11-14 00:00:00 XLU 300 @ 30.4400005340576"
## [1] "2005-11-14 00:00:00 XLU 300 @ 30.4400005340576"
## [1] "2005-11-17 00:00:00 XLU -300 @ 31.2299995422363"
## [1] "2005-11-17 00:00:00 XLU -300 @ 31.2299995422363"
## [1] "2005-12-01 00:00:00 XLU 300 @ 31.5200004577637"
## [1] "2005-12-01 00:00:00 XLU 300 @ 31.5200004577637"
## [1] "2005-12-09 00:00:00 XLU -300 @ 32"
## [1] "2005-12-09 00:00:00 XLU -300 @ 32"
## [1] "2005-12-20 00:00:00 XLU 300 @ 31.9300003051758"
## [1] "2005-12-20 00:00:00 XLU 300 @ 31.9300003051758"
## [1] "2006-01-04 00:00:00 XLU -300 @ 32.0499992370605"
## [1] "2006-01-04 00:00:00 XLU -300 @ 32.0499992370605"
## [1] "2006-01-26 00:00:00 XLU 300 @ 32.2099990844727"
## [1] "2006-01-26 00:00:00 XLU 300 @ 32.2099990844727"
## [1] "2006-02-17 00:00:00 XLU -300 @ 32.2999992370605"
## [1] "2006-02-17 00:00:00 XLU -300 @ 32.2999992370605"
## [1] "2006-03-02 00:00:00 XLU 300 @ 32.4599990844727"
## [1] "2006-03-02 00:00:00 XLU 300 @ 32.4599990844727"
## [1] "2006-03-14 00:00:00 XLU -300 @ 32.0900001525879"
## [1] "2006-03-14 00:00:00 XLU -300 @ 32.0900001525879"
## [1] "2006-03-21 00:00:00 XLU 300 @ 31.4400005340576"
## [1] "2006-03-21 00:00:00 XLU 300 @ 31.4400005340576"
## [1] "2006-04-05 00:00:00 XLU -300 @ 31.5"
## [1] "2006-04-05 00:00:00 XLU -300 @ 31.5"
## [1] "2006-04-10 00:00:00 XLU 300 @ 30.6599998474121"
## [1] "2006-04-10 00:00:00 XLU 300 @ 30.6599998474121"
## [1] "2006-04-19 00:00:00 XLU -300 @ 30.8899993896484"
## [1] "2006-04-19 00:00:00 XLU -300 @ 30.8899993896484"
## [1] "2006-04-27 00:00:00 XLU 300 @ 31.1900005340576"
## [1] "2006-04-27 00:00:00 XLU 300 @ 31.1900005340576"
## [1] "2006-05-01 00:00:00 XLU -300 @ 31.0300006866455"
## [1] "2006-05-01 00:00:00 XLU -300 @ 31.0300006866455"
## [1] "2006-05-15 00:00:00 XLU 300 @ 31.4599990844727"
## [1] "2006-05-15 00:00:00 XLU 300 @ 31.4599990844727"
## [1] "2006-05-23 00:00:00 XLU -300 @ 30.8899993896484"
## [1] "2006-05-23 00:00:00 XLU -300 @ 30.8899993896484"
## [1] "2006-05-24 00:00:00 XLU 300 @ 31"
## [1] "2006-05-24 00:00:00 XLU 300 @ 31"
## [1] "2006-05-26 00:00:00 XLU -300 @ 31.6299991607666"
## [1] "2006-05-26 00:00:00 XLU -300 @ 31.6299991607666"
## [1] "2006-06-14 00:00:00 XLU 300 @ 31.9099998474121"
## [1] "2006-06-14 00:00:00 XLU 300 @ 31.9099998474121"
## [1] "2006-06-16 00:00:00 XLU -300 @ 32.1100006103516"
## [1] "2006-06-16 00:00:00 XLU -300 @ 32.1100006103516"
## [1] "2006-06-20 00:00:00 XLU 300 @ 31.75"
## [1] "2006-06-20 00:00:00 XLU 300 @ 31.75"
## [1] "2006-06-27 00:00:00 XLU -300 @ 31.6700000762939"
## [1] "2006-06-27 00:00:00 XLU -300 @ 31.6700000762939"
## [1] "2006-08-08 00:00:00 XLU 300 @ 33.9900016784668"
## [1] "2006-08-08 00:00:00 XLU 300 @ 33.9900016784668"
## [1] "2006-08-15 00:00:00 XLU -300 @ 34.3199996948242"
## [1] "2006-08-15 00:00:00 XLU -300 @ 34.3199996948242"
## [1] "2006-08-18 00:00:00 XLU 300 @ 34.3400001525879"
## [1] "2006-08-18 00:00:00 XLU 300 @ 34.3400001525879"
## [1] "2006-08-21 00:00:00 XLU -300 @ 34.4099998474121"
## [1] "2006-08-21 00:00:00 XLU -300 @ 34.4099998474121"
## [1] "2006-08-24 00:00:00 XLU 300 @ 34.310001373291"
## [1] "2006-08-24 00:00:00 XLU 300 @ 34.310001373291"
## [1] "2006-08-29 00:00:00 XLU -300 @ 34.5999984741211"
## [1] "2006-08-29 00:00:00 XLU -300 @ 34.5999984741211"
## [1] "2006-09-06 00:00:00 XLU 300 @ 34.2999992370605"
## [1] "2006-09-06 00:00:00 XLU 300 @ 34.2999992370605"
## [1] "2006-09-26 00:00:00 XLU -300 @ 33.9700012207031"
## [1] "2006-09-26 00:00:00 XLU -300 @ 33.9700012207031"
## [1] "2006-10-02 00:00:00 XLU 300 @ 34.2400016784668"
## [1] "2006-10-02 00:00:00 XLU 300 @ 34.2400016784668"
## [1] "2006-10-04 00:00:00 XLU -300 @ 34.5200004577637"
## [1] "2006-10-04 00:00:00 XLU -300 @ 34.5200004577637"
## [1] "2006-10-09 00:00:00 XLU 300 @ 34.189998626709"
## [1] "2006-10-09 00:00:00 XLU 300 @ 34.189998626709"
## [1] "2006-10-11 00:00:00 XLU -300 @ 34.5200004577637"
## [1] "2006-10-11 00:00:00 XLU -300 @ 34.5200004577637"
## [1] "2006-11-06 00:00:00 XLU 300 @ 35.4199981689453"
## [1] "2006-11-06 00:00:00 XLU 300 @ 35.4199981689453"
## [1] "2006-11-09 00:00:00 XLU -300 @ 35.6399993896484"
## [1] "2006-11-09 00:00:00 XLU -300 @ 35.6399993896484"
## [1] "2006-11-28 00:00:00 XLU 300 @ 36.060001373291"
## [1] "2006-11-28 00:00:00 XLU 300 @ 36.060001373291"
## [1] "2006-11-30 00:00:00 XLU -300 @ 36.7400016784668"
## [1] "2006-11-30 00:00:00 XLU -300 @ 36.7400016784668"
## [1] "2006-12-11 00:00:00 XLU 300 @ 36.9700012207031"
## [1] "2006-12-11 00:00:00 XLU 300 @ 36.9700012207031"
## [1] "2006-12-12 00:00:00 XLU -300 @ 37.1100006103516"
## [1] "2006-12-12 00:00:00 XLU -300 @ 37.1100006103516"
## [1] "2006-12-18 00:00:00 XLU 300 @ 36.6800003051758"
## [1] "2006-12-18 00:00:00 XLU 300 @ 36.6800003051758"
## [1] "2006-12-28 00:00:00 XLU -300 @ 36.7299995422363"
## [1] "2006-12-28 00:00:00 XLU -300 @ 36.7299995422363"
## [1] "2007-01-08 00:00:00 XLU 300 @ 36.0900001525879"
## [1] "2007-01-08 00:00:00 XLU 300 @ 36.0900001525879"
## [1] "2007-01-24 00:00:00 XLU -300 @ 36.3699989318848"
## [1] "2007-01-24 00:00:00 XLU -300 @ 36.3699989318848"
## [1] "2007-02-28 00:00:00 XLU 300 @ 38.5299987792969"
## [1] "2007-02-28 00:00:00 XLU 300 @ 38.5299987792969"
## [1] "2007-03-09 00:00:00 XLU -300 @ 38.2000007629395"
## [1] "2007-03-09 00:00:00 XLU -300 @ 38.2000007629395"
## [1] "2007-03-14 00:00:00 XLU 300 @ 38.25"
## [1] "2007-03-14 00:00:00 XLU 300 @ 38.25"
## [1] "2007-03-16 00:00:00 XLU -300 @ 38.4000015258789"
## [1] "2007-03-16 00:00:00 XLU -300 @ 38.4000015258789"
## [1] "2007-04-02 00:00:00 XLU 300 @ 40.6500015258789"
## [1] "2007-04-02 00:00:00 XLU 300 @ 40.6500015258789"
## [1] "2007-04-03 00:00:00 XLU -300 @ 40.7000007629395"
## [1] "2007-04-03 00:00:00 XLU -300 @ 40.7000007629395"
## [1] "2007-04-13 00:00:00 XLU 300 @ 40.7200012207031"
## [1] "2007-04-13 00:00:00 XLU 300 @ 40.7200012207031"
## [1] "2007-04-17 00:00:00 XLU -300 @ 41.1500015258789"
## [1] "2007-04-17 00:00:00 XLU -300 @ 41.1500015258789"
## [1] "2007-04-30 00:00:00 XLU 300 @ 41.6500015258789"
## [1] "2007-04-30 00:00:00 XLU 300 @ 41.6500015258789"
## [1] "2007-05-03 00:00:00 XLU -300 @ 42.1699981689453"
## [1] "2007-05-03 00:00:00 XLU -300 @ 42.1699981689453"
## [1] "2007-05-11 00:00:00 XLU 300 @ 42.2000007629395"
## [1] "2007-05-11 00:00:00 XLU 300 @ 42.2000007629395"
## [1] "2007-05-15 00:00:00 XLU -300 @ 42.5999984741211"
## [1] "2007-05-15 00:00:00 XLU -300 @ 42.5999984741211"
## [1] "2007-05-24 00:00:00 XLU 300 @ 41.0800018310547"
## [1] "2007-05-24 00:00:00 XLU 300 @ 41.0800018310547"
## [1] "2007-05-31 00:00:00 XLU -300 @ 41.8400001525879"
## [1] "2007-05-31 00:00:00 XLU -300 @ 41.8400001525879"
## [1] "2007-06-05 00:00:00 XLU 300 @ 40.9000015258789"
## [1] "2007-06-05 00:00:00 XLU 300 @ 40.9000015258789"
## [1] "2007-06-15 00:00:00 XLU -300 @ 40.439998626709"
## [1] "2007-06-15 00:00:00 XLU -300 @ 40.439998626709"
## [1] "2007-06-21 00:00:00 XLU 300 @ 39.4599990844727"
## [1] "2007-06-21 00:00:00 XLU 300 @ 39.4599990844727"
## [1] "2007-06-28 00:00:00 XLU -300 @ 39.2700004577637"
## [1] "2007-06-28 00:00:00 XLU -300 @ 39.2700004577637"
## [1] "2007-07-09 00:00:00 XLU 300 @ 39.9199981689453"
## [1] "2007-07-09 00:00:00 XLU 300 @ 39.9199981689453"
## [1] "2007-07-13 00:00:00 XLU -300 @ 40.75"
## [1] "2007-07-13 00:00:00 XLU -300 @ 40.75"
## [1] "2007-07-25 00:00:00 XLU 300 @ 39.5999984741211"
## [1] "2007-07-25 00:00:00 XLU 300 @ 39.5999984741211"
## [1] "2007-08-02 00:00:00 XLU -300 @ 39.2799987792969"
## [1] "2007-08-02 00:00:00 XLU -300 @ 39.2799987792969"
## [1] "2007-08-06 00:00:00 XLU 300 @ 39.1399993896484"
## [1] "2007-08-06 00:00:00 XLU 300 @ 39.1399993896484"
## [1] "2007-08-08 00:00:00 XLU -300 @ 40.4300003051758"
## [1] "2007-08-08 00:00:00 XLU -300 @ 40.4300003051758"
## [1] "2007-08-13 00:00:00 XLU 300 @ 39.2099990844727"
## [1] "2007-08-13 00:00:00 XLU 300 @ 39.2099990844727"
## [1] "2007-08-21 00:00:00 XLU -300 @ 38.7999992370605"
## [1] "2007-08-21 00:00:00 XLU -300 @ 38.7999992370605"
## [1] "2007-08-28 00:00:00 XLU 300 @ 38"
## [1] "2007-08-28 00:00:00 XLU 300 @ 38"
## [1] "2007-09-05 00:00:00 XLU -300 @ 39.25"
## [1] "2007-09-05 00:00:00 XLU -300 @ 39.25"
## [1] "2007-09-10 00:00:00 XLU 300 @ 39.0400009155273"
## [1] "2007-09-10 00:00:00 XLU 300 @ 39.0400009155273"
## [1] "2007-09-12 00:00:00 XLU -300 @ 39.6300010681152"
## [1] "2007-09-12 00:00:00 XLU -300 @ 39.6300010681152"
## [1] "2007-10-01 00:00:00 XLU 300 @ 40.3400001525879"
## [1] "2007-10-01 00:00:00 XLU 300 @ 40.3400001525879"
## [1] "2007-10-05 00:00:00 XLU -300 @ 40.9000015258789"
## [1] "2007-10-05 00:00:00 XLU -300 @ 40.9000015258789"
## [1] "2007-10-16 00:00:00 XLU 300 @ 40.8899993896484"
## [1] "2007-10-16 00:00:00 XLU 300 @ 40.8899993896484"
## [1] "2007-10-26 00:00:00 XLU -300 @ 41.5400009155273"
## [1] "2007-10-26 00:00:00 XLU -300 @ 41.5400009155273"
## [1] "2007-11-02 00:00:00 XLU 300 @ 41.9199981689453"
## [1] "2007-11-02 00:00:00 XLU 300 @ 41.9199981689453"
## [1] "2007-11-06 00:00:00 XLU -300 @ 42.4199981689453"
## [1] "2007-11-06 00:00:00 XLU -300 @ 42.4199981689453"
## [1] "2007-11-08 00:00:00 XLU 300 @ 42.2599983215332"
## [1] "2007-11-08 00:00:00 XLU 300 @ 42.2599983215332"
## [1] "2007-11-20 00:00:00 XLU -300 @ 42.310001373291"
## [1] "2007-11-20 00:00:00 XLU -300 @ 42.310001373291"
## [1] "2007-12-12 00:00:00 XLU 300 @ 43.3600006103516"
## [1] "2007-12-12 00:00:00 XLU 300 @ 43.3600006103516"
## [1] "2007-12-14 00:00:00 XLU -300 @ 43.1800003051758"
## [1] "2007-12-14 00:00:00 XLU -300 @ 43.1800003051758"
## [1] "2007-12-17 00:00:00 XLU 300 @ 42.7799987792969"
## [1] "2007-12-17 00:00:00 XLU 300 @ 42.7799987792969"
## [1] "2008-01-08 00:00:00 XLU -300 @ 43.2400016784668"
## [1] "2008-01-08 00:00:00 XLU -300 @ 43.2400016784668"
## [1] "2008-01-16 00:00:00 XLU 300 @ 42.2599983215332"
## [1] "2008-01-16 00:00:00 XLU 300 @ 42.2599983215332"
## [1] "2008-02-01 00:00:00 XLU -300 @ 40.2400016784668"
## [1] "2008-02-01 00:00:00 XLU -300 @ 40.2400016784668"
## [1] "2008-02-08 00:00:00 XLU 300 @ 39"
## [1] "2008-02-08 00:00:00 XLU 300 @ 39"
## [1] "2008-02-13 00:00:00 XLU -300 @ 39.7999992370605"
## [1] "2008-02-13 00:00:00 XLU -300 @ 39.7999992370605"
## [1] "2008-02-15 00:00:00 XLU 300 @ 39.8499984741211"
## [1] "2008-02-15 00:00:00 XLU 300 @ 39.8499984741211"
## [1] "2008-02-27 00:00:00 XLU -300 @ 39.0099983215332"
## [1] "2008-02-27 00:00:00 XLU -300 @ 39.0099983215332"
## [1] "2008-02-28 00:00:00 XLU 300 @ 38.75"
## [1] "2008-02-28 00:00:00 XLU 300 @ 38.75"
## [1] "2008-03-05 00:00:00 XLU -300 @ 38.7299995422363"
## [1] "2008-03-05 00:00:00 XLU -300 @ 38.7299995422363"
## [1] "2008-03-07 00:00:00 XLU 300 @ 37.7000007629395"
## [1] "2008-03-07 00:00:00 XLU 300 @ 37.7000007629395"
## [1] "2008-03-12 00:00:00 XLU -300 @ 38.2999992370605"
## [1] "2008-03-12 00:00:00 XLU -300 @ 38.2999992370605"
## [1] "2008-03-17 00:00:00 XLU 300 @ 37.9199981689453"
## [1] "2008-03-17 00:00:00 XLU 300 @ 37.9199981689453"
## [1] "2008-03-19 00:00:00 XLU -300 @ 37.8300018310547"
## [1] "2008-03-19 00:00:00 XLU -300 @ 37.8300018310547"
## [1] "2008-03-24 00:00:00 XLU 300 @ 37.5699996948242"
## [1] "2008-03-24 00:00:00 XLU 300 @ 37.5699996948242"
## [1] "2008-03-28 00:00:00 XLU -300 @ 37.6300010681152"
## [1] "2008-03-28 00:00:00 XLU -300 @ 37.6300010681152"
## [1] "2008-04-11 00:00:00 XLU 300 @ 39.2700004577637"
## [1] "2008-04-11 00:00:00 XLU 300 @ 39.2700004577637"
## [1] "2008-04-16 00:00:00 XLU -300 @ 40.4700012207031"
## [1] "2008-04-16 00:00:00 XLU -300 @ 40.4700012207031"
## [1] "2008-04-23 00:00:00 XLU 300 @ 40.25"
## [1] "2008-04-23 00:00:00 XLU 300 @ 40.25"
## [1] "2008-04-28 00:00:00 XLU -300 @ 39.9500007629395"
## [1] "2008-04-28 00:00:00 XLU -300 @ 39.9500007629395"
## [1] "2008-04-29 00:00:00 XLU 300 @ 40.1399993896484"
## [1] "2008-04-29 00:00:00 XLU 300 @ 40.1399993896484"
## [1] "2008-05-02 00:00:00 XLU -300 @ 41.0200004577637"
## [1] "2008-05-02 00:00:00 XLU -300 @ 41.0200004577637"
## [1] "2008-05-08 00:00:00 XLU 300 @ 39.9099998474121"
## [1] "2008-05-08 00:00:00 XLU 300 @ 39.9099998474121"
## [1] "2008-05-13 00:00:00 XLU -300 @ 40.3699989318848"
## [1] "2008-05-13 00:00:00 XLU -300 @ 40.3699989318848"
## [1] "2008-05-27 00:00:00 XLU 300 @ 41.1199989318848"
## [1] "2008-05-27 00:00:00 XLU 300 @ 41.1199989318848"
## [1] "2008-05-30 00:00:00 XLU -300 @ 41.310001373291"
## [1] "2008-05-30 00:00:00 XLU -300 @ 41.310001373291"
## [1] "2008-06-03 00:00:00 XLU 300 @ 40.6500015258789"
## [1] "2008-06-03 00:00:00 XLU 300 @ 40.6500015258789"
## [1] "2008-06-06 00:00:00 XLU -300 @ 40.5400009155273"
## [1] "2008-06-06 00:00:00 XLU -300 @ 40.5400009155273"
## [1] "2008-06-09 00:00:00 XLU 300 @ 41.1699981689453"
## [1] "2008-06-09 00:00:00 XLU 300 @ 41.1699981689453"
## [1] "2008-06-16 00:00:00 XLU -300 @ 41.3300018310547"
## [1] "2008-06-16 00:00:00 XLU -300 @ 41.3300018310547"
## [1] "2008-06-23 00:00:00 XLU 300 @ 41.1599998474121"
## [1] "2008-06-23 00:00:00 XLU 300 @ 41.1599998474121"
## [1] "2008-07-02 00:00:00 XLU -300 @ 40.7999992370605"
## [1] "2008-07-02 00:00:00 XLU -300 @ 40.7999992370605"
## [1] "2008-07-07 00:00:00 XLU 300 @ 39.9799995422363"
## [1] "2008-07-07 00:00:00 XLU 300 @ 39.9799995422363"
## [1] "2008-07-10 00:00:00 XLU -300 @ 40.7700004577637"
## [1] "2008-07-10 00:00:00 XLU -300 @ 40.7700004577637"
## [1] "2008-07-15 00:00:00 XLU 300 @ 39.9000015258789"
## [1] "2008-07-15 00:00:00 XLU 300 @ 39.9000015258789"
## [1] "2008-07-22 00:00:00 XLU -300 @ 39.0800018310547"
## [1] "2008-07-22 00:00:00 XLU -300 @ 39.0800018310547"
## [1] "2008-07-24 00:00:00 XLU 300 @ 38.0699996948242"
## [1] "2008-07-24 00:00:00 XLU 300 @ 38.0699996948242"
## [1] "2008-07-31 00:00:00 XLU -300 @ 38.0800018310547"
## [1] "2008-07-31 00:00:00 XLU -300 @ 38.0800018310547"
## [1] "2008-08-04 00:00:00 XLU 300 @ 36.5900001525879"
## [1] "2008-08-04 00:00:00 XLU 300 @ 36.5900001525879"
## [1] "2008-08-11 00:00:00 XLU -300 @ 37.5800018310547"
## [1] "2008-08-11 00:00:00 XLU -300 @ 37.5800018310547"
## [1] "2008-08-15 00:00:00 XLU 300 @ 36.9500007629395"
## [1] "2008-08-15 00:00:00 XLU 300 @ 36.9500007629395"
## [1] "2008-08-20 00:00:00 XLU -300 @ 37.3400001525879"
## [1] "2008-08-20 00:00:00 XLU -300 @ 37.3400001525879"
## [1] "2008-09-02 00:00:00 XLU 300 @ 37.2000007629395"
## [1] "2008-09-02 00:00:00 XLU 300 @ 37.2000007629395"
## [1] "2008-09-15 00:00:00 XLU -300 @ 35.2099990844727"
## [1] "2008-09-15 00:00:00 XLU -300 @ 35.2099990844727"
## [1] "2008-09-16 00:00:00 XLU 300 @ 34.6800003051758"
## [1] "2008-09-16 00:00:00 XLU 300 @ 34.6800003051758"
## [1] "2008-09-22 00:00:00 XLU -300 @ 34.1300010681152"
## [1] "2008-09-22 00:00:00 XLU -300 @ 34.1300010681152"
## [1] "2008-09-24 00:00:00 XLU 300 @ 33.8499984741211"
## [1] "2008-09-24 00:00:00 XLU 300 @ 33.8499984741211"
## [1] "2008-09-26 00:00:00 XLU -300 @ 34.5299987792969"
## [1] "2008-09-26 00:00:00 XLU -300 @ 34.5299987792969"
## [1] "2008-09-30 00:00:00 XLU 300 @ 33.2299995422363"
## [1] "2008-09-30 00:00:00 XLU 300 @ 33.2299995422363"
## [1] "2008-10-14 00:00:00 XLU -300 @ 28.6299991607666"
## [1] "2008-10-14 00:00:00 XLU -300 @ 28.6299991607666"
## [1] "2008-10-16 00:00:00 XLU 300 @ 27.2700004577637"
## [1] "2008-10-16 00:00:00 XLU 300 @ 27.2700004577637"
## [1] "2008-10-21 00:00:00 XLU -300 @ 28.7800006866455"
## [1] "2008-10-21 00:00:00 XLU -300 @ 28.7800006866455"
## [1] "2008-10-23 00:00:00 XLU 300 @ 28.2199993133545"
## [1] "2008-10-23 00:00:00 XLU 300 @ 28.2199993133545"
## [1] "2008-10-29 00:00:00 XLU -300 @ 28.1299991607666"
## [1] "2008-10-29 00:00:00 XLU -300 @ 28.1299991607666"
## [1] "2008-11-07 00:00:00 XLU 300 @ 29.0599994659424"
## [1] "2008-11-07 00:00:00 XLU 300 @ 29.0599994659424"
## [1] "2008-11-14 00:00:00 XLU -300 @ 28.7999992370605"
## [1] "2008-11-14 00:00:00 XLU -300 @ 28.7999992370605"
## [1] "2008-11-20 00:00:00 XLU 300 @ 26.2099990844727"
## [1] "2008-11-20 00:00:00 XLU 300 @ 26.2099990844727"
## [1] "2008-11-24 00:00:00 XLU -300 @ 29.1200008392334"
## [1] "2008-11-24 00:00:00 XLU -300 @ 29.1200008392334"
## [1] "2008-12-02 00:00:00 XLU 300 @ 28.8500003814697"
## [1] "2008-12-02 00:00:00 XLU 300 @ 28.8500003814697"
## [1] "2008-12-17 00:00:00 XLU -300 @ 28.5300006866455"
## [1] "2008-12-17 00:00:00 XLU -300 @ 28.5300006866455"
## [1] "2008-12-23 00:00:00 XLU 300 @ 27.8799991607666"
## [1] "2008-12-23 00:00:00 XLU 300 @ 27.8799991607666"
## [1] "2008-12-31 00:00:00 XLU -300 @ 29.0300006866455"
## [1] "2008-12-31 00:00:00 XLU -300 @ 29.0300006866455"
## [1] "2009-01-09 00:00:00 XLU 300 @ 29.0799999237061"
## [1] "2009-01-09 00:00:00 XLU 300 @ 29.0799999237061"
## [1] "2009-01-20 00:00:00 XLU -300 @ 28.3999996185303"
## [1] "2009-01-20 00:00:00 XLU -300 @ 28.3999996185303"
## [1] "2009-02-02 00:00:00 XLU 300 @ 29.1399993896484"
## [1] "2009-02-02 00:00:00 XLU 300 @ 29.1399993896484"
## [1] "2009-02-05 00:00:00 XLU -300 @ 29.7000007629395"
## [1] "2009-02-05 00:00:00 XLU -300 @ 29.7000007629395"
## [1] "2009-02-11 00:00:00 XLU 300 @ 28.7900009155273"
## [1] "2009-02-11 00:00:00 XLU 300 @ 28.7900009155273"
## [1] "2009-03-13 00:00:00 XLU -300 @ 23.6200008392334"
## [1] "2009-03-13 00:00:00 XLU -300 @ 23.6200008392334"
## [1] "2009-03-31 00:00:00 XLU 300 @ 25.5499992370605"
## [1] "2009-03-31 00:00:00 XLU 300 @ 25.5499992370605"
## [1] "2009-04-03 00:00:00 XLU -300 @ 26.1499996185303"
## [1] "2009-04-03 00:00:00 XLU -300 @ 26.1499996185303"
## [1] "2009-04-08 00:00:00 XLU 300 @ 26.0599994659424"
## [1] "2009-04-08 00:00:00 XLU 300 @ 26.0599994659424"
## [1] "2009-04-09 00:00:00 XLU -300 @ 26.0699996948242"
## [1] "2009-04-09 00:00:00 XLU -300 @ 26.0699996948242"
## [1] "2009-04-14 00:00:00 XLU 300 @ 25.3999996185303"
## [1] "2009-04-14 00:00:00 XLU 300 @ 25.3999996185303"
## [1] "2009-04-17 00:00:00 XLU -300 @ 25.7800006866455"
## [1] "2009-04-17 00:00:00 XLU -300 @ 25.7800006866455"
## [1] "2009-04-21 00:00:00 XLU 300 @ 25.5799999237061"
## [1] "2009-04-21 00:00:00 XLU 300 @ 25.5799999237061"
## [1] "2009-04-28 00:00:00 XLU -300 @ 25.6399993896484"
## [1] "2009-04-28 00:00:00 XLU -300 @ 25.6399993896484"
## [1] "2009-05-14 00:00:00 XLU 300 @ 26.5699996948242"
## [1] "2009-05-14 00:00:00 XLU 300 @ 26.5699996948242"
## [1] "2009-05-27 00:00:00 XLU -300 @ 26.0400009155273"
## [1] "2009-05-27 00:00:00 XLU -300 @ 26.0400009155273"
## [1] "2009-06-10 00:00:00 XLU 300 @ 27.2999992370605"
## [1] "2009-06-10 00:00:00 XLU 300 @ 27.2999992370605"
## [1] "2009-06-11 00:00:00 XLU -300 @ 27.8299999237061"
## [1] "2009-06-11 00:00:00 XLU -300 @ 27.8299999237061"
## [1] "2009-06-17 00:00:00 XLU 300 @ 27.5"
## [1] "2009-06-17 00:00:00 XLU 300 @ 27.5"
## [1] "2009-06-19 00:00:00 XLU -300 @ 27.4699993133545"
## [1] "2009-06-19 00:00:00 XLU -300 @ 27.4699993133545"
## [1] "2009-06-23 00:00:00 XLU 300 @ 27.1499996185303"
## [1] "2009-06-23 00:00:00 XLU 300 @ 27.1499996185303"
## [1] "2009-06-26 00:00:00 XLU -300 @ 27.7399997711182"
## [1] "2009-06-26 00:00:00 XLU -300 @ 27.7399997711182"
## [1] "2009-07-06 00:00:00 XLU 300 @ 27.6000003814697"
## [1] "2009-07-06 00:00:00 XLU 300 @ 27.6000003814697"
## [1] "2009-07-14 00:00:00 XLU -300 @ 27.5900001525879"
## [1] "2009-07-14 00:00:00 XLU -300 @ 27.5900001525879"
## [1] "2009-07-29 00:00:00 XLU 300 @ 28.8700008392334"
## [1] "2009-07-29 00:00:00 XLU 300 @ 28.8700008392334"
## [1] "2009-07-31 00:00:00 XLU -300 @ 28.9400005340576"
## [1] "2009-07-31 00:00:00 XLU -300 @ 28.9400005340576"
## [1] "2009-08-05 00:00:00 XLU 300 @ 28.6000003814697"
## [1] "2009-08-05 00:00:00 XLU 300 @ 28.6000003814697"
## [1] "2009-08-10 00:00:00 XLU -300 @ 28.9799995422363"
## [1] "2009-08-10 00:00:00 XLU -300 @ 28.9799995422363"
## [1] "2009-08-18 00:00:00 XLU 300 @ 28.7000007629395"
## [1] "2009-08-18 00:00:00 XLU 300 @ 28.7000007629395"
## [1] "2009-08-21 00:00:00 XLU -300 @ 29.7199993133545"
## [1] "2009-08-21 00:00:00 XLU -300 @ 29.7199993133545"
## [1] "2009-08-31 00:00:00 XLU 300 @ 29.2299995422363"
## [1] "2009-08-31 00:00:00 XLU 300 @ 29.2299995422363"
## [1] "2009-09-09 00:00:00 XLU -300 @ 28.9500007629395"
## [1] "2009-09-09 00:00:00 XLU -300 @ 28.9500007629395"
## [1] "2009-09-22 00:00:00 XLU 300 @ 29.4599990844727"
## [1] "2009-09-22 00:00:00 XLU 300 @ 29.4599990844727"
## [1] "2009-09-29 00:00:00 XLU -300 @ 29.5100002288818"
## [1] "2009-09-29 00:00:00 XLU -300 @ 29.5100002288818"
## [1] "2009-10-02 00:00:00 XLU 300 @ 28.5200004577637"
## [1] "2009-10-02 00:00:00 XLU 300 @ 28.5200004577637"
## [1] "2009-10-07 00:00:00 XLU -300 @ 29.0699996948242"
## [1] "2009-10-07 00:00:00 XLU -300 @ 29.0699996948242"
## [1] "2009-10-26 00:00:00 XLU 300 @ 29.0400009155273"
## [1] "2009-10-26 00:00:00 XLU 300 @ 29.0400009155273"
## [1] "2009-11-06 00:00:00 XLU -300 @ 28.9200000762939"
## [1] "2009-11-06 00:00:00 XLU -300 @ 28.9200000762939"
## [1] "2009-11-13 00:00:00 XLU 300 @ 29.3600006103516"
## [1] "2009-11-13 00:00:00 XLU 300 @ 29.3600006103516"
## [1] "2009-11-17 00:00:00 XLU -300 @ 29.6100006103516"
## [1] "2009-11-17 00:00:00 XLU -300 @ 29.6100006103516"
## [1] "2009-11-20 00:00:00 XLU 300 @ 29.25"
## [1] "2009-11-20 00:00:00 XLU 300 @ 29.25"
## [1] "2009-11-24 00:00:00 XLU -300 @ 29.6800003051758"
## [1] "2009-11-24 00:00:00 XLU -300 @ 29.6800003051758"
## [1] "2009-12-18 00:00:00 XLU 300 @ 31.3500003814697"
## [1] "2009-12-18 00:00:00 XLU 300 @ 31.3500003814697"
## [1] "2009-12-28 00:00:00 XLU -300 @ 31.5"
## [1] "2009-12-28 00:00:00 XLU -300 @ 31.5"
## [1] "2010-01-04 00:00:00 XLU 300 @ 31.0799999237061"
## [1] "2010-01-04 00:00:00 XLU 300 @ 31.0799999237061"
## [1] "2010-01-12 00:00:00 XLU -300 @ 30.9099998474121"
## [1] "2010-01-12 00:00:00 XLU -300 @ 30.9099998474121"
## [1] "2010-01-19 00:00:00 XLU 300 @ 31.2700004577637"
## [1] "2010-01-19 00:00:00 XLU 300 @ 31.2700004577637"
## [1] "2010-01-20 00:00:00 XLU -300 @ 30.9400005340576"
## [1] "2010-01-20 00:00:00 XLU -300 @ 30.9400005340576"
## [1] "2010-01-22 00:00:00 XLU 300 @ 29.8199996948242"
## [1] "2010-01-22 00:00:00 XLU 300 @ 29.8199996948242"
## [1] "2010-02-03 00:00:00 XLU -300 @ 29.75"
## [1] "2010-02-03 00:00:00 XLU -300 @ 29.75"
## [1] "2010-02-05 00:00:00 XLU 300 @ 28.9200000762939"
## [1] "2010-02-05 00:00:00 XLU 300 @ 28.9200000762939"
## [1] "2010-02-17 00:00:00 XLU -300 @ 29.1900005340576"
## [1] "2010-02-17 00:00:00 XLU -300 @ 29.1900005340576"
## [1] "2010-02-26 00:00:00 XLU 300 @ 29.1399993896484"
## [1] "2010-02-26 00:00:00 XLU 300 @ 29.1399993896484"
## [1] "2010-03-02 00:00:00 XLU -300 @ 29.6499996185303"
## [1] "2010-03-02 00:00:00 XLU -300 @ 29.6499996185303"
## [1] "2010-03-15 00:00:00 XLU 300 @ 29.9500007629395"
## [1] "2010-03-15 00:00:00 XLU 300 @ 29.9500007629395"
## [1] "2010-03-17 00:00:00 XLU -300 @ 30.3999996185303"
## [1] "2010-03-17 00:00:00 XLU -300 @ 30.3999996185303"
## [1] "2010-03-22 00:00:00 XLU 300 @ 29.7600002288818"
## [1] "2010-03-22 00:00:00 XLU 300 @ 29.7600002288818"
## [1] "2010-03-30 00:00:00 XLU -300 @ 29.7299995422363"
## [1] "2010-03-30 00:00:00 XLU -300 @ 29.7299995422363"
## [1] "2010-04-09 00:00:00 XLU 300 @ 30.2399997711182"
## [1] "2010-04-09 00:00:00 XLU 300 @ 30.2399997711182"
## [1] "2010-04-13 00:00:00 XLU -300 @ 30.1599998474121"
## [1] "2010-04-13 00:00:00 XLU -300 @ 30.1599998474121"
## [1] "2010-04-19 00:00:00 XLU 300 @ 29.8600006103516"
## [1] "2010-04-19 00:00:00 XLU 300 @ 29.8600006103516"
## [1] "2010-04-21 00:00:00 XLU -300 @ 30.2700004577637"
## [1] "2010-04-21 00:00:00 XLU -300 @ 30.2700004577637"
## [1] "2010-04-28 00:00:00 XLU 300 @ 30.2900009155273"
## [1] "2010-04-28 00:00:00 XLU 300 @ 30.2900009155273"
## [1] "2010-05-03 00:00:00 XLU -300 @ 30.8299999237061"
## [1] "2010-05-03 00:00:00 XLU -300 @ 30.8299999237061"
## [1] "2010-05-06 00:00:00 XLU 300 @ 29.2600002288818"
## [1] "2010-05-06 00:00:00 XLU 300 @ 29.2600002288818"
## [1] "2010-05-11 00:00:00 XLU -300 @ 30.0599994659424"
## [1] "2010-05-11 00:00:00 XLU -300 @ 30.0599994659424"
## [1] "2010-05-17 00:00:00 XLU 300 @ 29.9599990844727"
## [1] "2010-05-17 00:00:00 XLU 300 @ 29.9599990844727"
## [1] "2010-05-28 00:00:00 XLU -300 @ 28.7600002288818"
## [1] "2010-05-28 00:00:00 XLU -300 @ 28.7600002288818"
## [1] "2010-06-02 00:00:00 XLU 300 @ 28.6800003051758"
## [1] "2010-06-02 00:00:00 XLU 300 @ 28.6800003051758"
## [1] "2010-06-04 00:00:00 XLU -300 @ 28.1200008392334"
## [1] "2010-06-04 00:00:00 XLU -300 @ 28.1200008392334"
## [1] "2010-06-07 00:00:00 XLU 300 @ 28.2900009155273"
## [1] "2010-06-07 00:00:00 XLU 300 @ 28.2900009155273"
## [1] "2010-06-11 00:00:00 XLU -300 @ 29.2199993133545"
## [1] "2010-06-11 00:00:00 XLU -300 @ 29.2199993133545"
## [1] "2010-06-22 00:00:00 XLU 300 @ 29.1299991607666"
## [1] "2010-06-22 00:00:00 XLU 300 @ 29.1299991607666"
## [1] "2010-07-07 00:00:00 XLU -300 @ 29.3700008392334"
## [1] "2010-07-07 00:00:00 XLU -300 @ 29.3700008392334"
## [1] "2010-07-19 00:00:00 XLU 300 @ 30.1499996185303"
## [1] "2010-07-19 00:00:00 XLU 300 @ 30.1499996185303"
## [1] "2010-07-21 00:00:00 XLU -300 @ 29.9500007629395"
## [1] "2010-07-21 00:00:00 XLU -300 @ 29.9500007629395"
## [1] "2010-07-30 00:00:00 XLU 300 @ 30.3700008392334"
## [1] "2010-07-30 00:00:00 XLU 300 @ 30.3700008392334"
## [1] "2010-08-03 00:00:00 XLU -300 @ 30.8500003814697"
## [1] "2010-08-03 00:00:00 XLU -300 @ 30.8500003814697"
## [1] "2010-08-12 00:00:00 XLU 300 @ 30.5900001525879"
## [1] "2010-08-12 00:00:00 XLU 300 @ 30.5900001525879"
## [1] "2010-08-18 00:00:00 XLU -300 @ 30.8299999237061"
## [1] "2010-08-18 00:00:00 XLU -300 @ 30.8299999237061"
## [1] "2010-08-20 00:00:00 XLU 300 @ 30.4699993133545"
## [1] "2010-08-20 00:00:00 XLU 300 @ 30.4699993133545"
## [1] "2010-08-25 00:00:00 XLU -300 @ 30.7000007629395"
## [1] "2010-08-25 00:00:00 XLU -300 @ 30.7000007629395"
## [1] "2010-08-27 00:00:00 XLU 300 @ 31.1399993896484"
## [1] "2010-08-27 00:00:00 XLU 300 @ 31.1399993896484"
## [1] "2010-08-30 00:00:00 XLU -300 @ 30.6700000762939"
## [1] "2010-08-30 00:00:00 XLU -300 @ 30.6700000762939"
## [1] "2010-09-09 00:00:00 XLU 300 @ 31.6200008392334"
## [1] "2010-09-09 00:00:00 XLU 300 @ 31.6200008392334"
## [1] "2010-09-10 00:00:00 XLU -300 @ 31.4400005340576"
## [1] "2010-09-10 00:00:00 XLU -300 @ 31.4400005340576"
## [1] "2010-09-16 00:00:00 XLU 300 @ 31.2199993133545"
## [1] "2010-09-16 00:00:00 XLU 300 @ 31.2199993133545"
## [1] "2010-09-27 00:00:00 XLU -300 @ 31.5200004577637"
## [1] "2010-09-27 00:00:00 XLU -300 @ 31.5200004577637"
## [1] "2010-10-01 00:00:00 XLU 300 @ 31.5499992370605"
## [1] "2010-10-01 00:00:00 XLU 300 @ 31.5499992370605"
## [1] "2010-10-04 00:00:00 XLU -300 @ 31.4899997711182"
## [1] "2010-10-04 00:00:00 XLU -300 @ 31.4899997711182"
## [1] "2010-10-13 00:00:00 XLU 300 @ 31.8500003814697"
## [1] "2010-10-13 00:00:00 XLU 300 @ 31.8500003814697"
## [1] "2010-10-18 00:00:00 XLU -300 @ 31.8999996185303"
## [1] "2010-10-18 00:00:00 XLU -300 @ 31.8999996185303"
## [1] "2010-10-25 00:00:00 XLU 300 @ 31.7999992370605"
## [1] "2010-10-25 00:00:00 XLU 300 @ 31.7999992370605"
## [1] "2010-11-05 00:00:00 XLU -300 @ 32.0499992370605"
## [1] "2010-11-05 00:00:00 XLU -300 @ 32.0499992370605"
## [1] "2010-11-10 00:00:00 XLU 300 @ 31.6200008392334"
## [1] "2010-11-10 00:00:00 XLU 300 @ 31.6200008392334"
## [1] "2010-12-02 00:00:00 XLU -300 @ 31.2099990844727"
## [1] "2010-12-02 00:00:00 XLU -300 @ 31.2099990844727"
## [1] "2010-12-08 00:00:00 XLU 300 @ 30.8700008392334"
## [1] "2010-12-08 00:00:00 XLU 300 @ 30.8700008392334"
## [1] "2010-12-13 00:00:00 XLU -300 @ 31.2700004577637"
## [1] "2010-12-13 00:00:00 XLU -300 @ 31.2700004577637"
## [1] "2010-12-16 00:00:00 XLU 300 @ 31.3600006103516"
## [1] "2010-12-16 00:00:00 XLU 300 @ 31.3600006103516"
## [1] "2010-12-17 00:00:00 XLU -300 @ 31.1499996185303"
## [1] "2010-12-17 00:00:00 XLU -300 @ 31.1499996185303"
## [1] "2010-12-31 00:00:00 XLU 300 @ 31.3400001525879"
## [1] "2010-12-31 00:00:00 XLU 300 @ 31.3400001525879"
## [1] "2011-01-04 00:00:00 XLU -300 @ 31.6399993896484"
## [1] "2011-01-04 00:00:00 XLU -300 @ 31.6399993896484"
## [1] "2011-01-11 00:00:00 XLU 300 @ 31.4599990844727"
## [1] "2011-01-11 00:00:00 XLU 300 @ 31.4599990844727"
## [1] "2011-01-13 00:00:00 XLU -300 @ 31.5900001525879"
## [1] "2011-01-13 00:00:00 XLU -300 @ 31.5900001525879"
## [1] "2011-01-27 00:00:00 XLU 300 @ 32.0800018310547"
## [1] "2011-01-27 00:00:00 XLU 300 @ 32.0800018310547"
## [1] "2011-02-02 00:00:00 XLU -300 @ 31.8700008392334"
## [1] "2011-02-02 00:00:00 XLU -300 @ 31.8700008392334"
## [1] "2011-02-15 00:00:00 XLU 300 @ 31.8700008392334"
## [1] "2011-02-15 00:00:00 XLU 300 @ 31.8700008392334"
## [1] "2011-02-22 00:00:00 XLU -300 @ 31.7700004577637"
## [1] "2011-02-22 00:00:00 XLU -300 @ 31.7700004577637"
## [1] "2011-02-23 00:00:00 XLU 300 @ 31.7000007629395"
## [1] "2011-02-23 00:00:00 XLU 300 @ 31.7000007629395"
## [1] "2011-03-01 00:00:00 XLU -300 @ 31.7900009155273"
## [1] "2011-03-01 00:00:00 XLU -300 @ 31.7900009155273"
## [1] "2011-03-15 00:00:00 XLU 300 @ 31.4799995422363"
## [1] "2011-03-15 00:00:00 XLU 300 @ 31.4799995422363"
## [1] "2011-03-23 00:00:00 XLU -300 @ 31.2700004577637"
## [1] "2011-03-23 00:00:00 XLU -300 @ 31.2700004577637"
## [1] "2011-03-29 00:00:00 XLU 300 @ 31.5900001525879"
## [1] "2011-03-29 00:00:00 XLU 300 @ 31.5900001525879"
## [1] "2011-03-30 00:00:00 XLU -300 @ 31.9500007629395"
## [1] "2011-03-30 00:00:00 XLU -300 @ 31.9500007629395"
## [1] "2011-04-11 00:00:00 XLU 300 @ 31.5599994659424"
## [1] "2011-04-11 00:00:00 XLU 300 @ 31.5599994659424"
## [1] "2011-04-15 00:00:00 XLU -300 @ 32.0999984741211"
## [1] "2011-04-15 00:00:00 XLU -300 @ 32.0999984741211"
## [1] "2011-05-06 00:00:00 XLU 300 @ 33.2900009155273"
## [1] "2011-05-06 00:00:00 XLU 300 @ 33.2900009155273"
## [1] "2011-05-10 00:00:00 XLU -300 @ 33.8400001525879"
## [1] "2011-05-10 00:00:00 XLU -300 @ 33.8400001525879"
## [1] "2011-05-24 00:00:00 XLU 300 @ 33.7000007629395"
## [1] "2011-05-24 00:00:00 XLU 300 @ 33.7000007629395"
## [1] "2011-06-01 00:00:00 XLU -300 @ 33.5200004577637"
## [1] "2011-06-01 00:00:00 XLU -300 @ 33.5200004577637"
## [1] "2011-06-02 00:00:00 XLU 300 @ 33.4199981689453"
## [1] "2011-06-02 00:00:00 XLU 300 @ 33.4199981689453"
## [1] "2011-06-15 00:00:00 XLU -300 @ 32.8400001525879"
## [1] "2011-06-15 00:00:00 XLU -300 @ 32.8400001525879"
## [1] "2011-06-16 00:00:00 XLU 300 @ 33.0999984741211"
## [1] "2011-06-16 00:00:00 XLU 300 @ 33.0999984741211"
## [1] "2011-06-21 00:00:00 XLU -300 @ 33.2000007629395"
## [1] "2011-06-21 00:00:00 XLU -300 @ 33.2000007629395"
## [1] "2011-06-23 00:00:00 XLU 300 @ 32.7000007629395"
## [1] "2011-06-23 00:00:00 XLU 300 @ 32.7000007629395"
## [1] "2011-06-28 00:00:00 XLU -300 @ 33.189998626709"
## [1] "2011-06-28 00:00:00 XLU -300 @ 33.189998626709"
## [1] "2011-07-12 00:00:00 XLU 300 @ 33.5499992370605"
## [1] "2011-07-12 00:00:00 XLU 300 @ 33.5499992370605"
## [1] "2011-07-21 00:00:00 XLU -300 @ 34.0299987792969"
## [1] "2011-07-21 00:00:00 XLU -300 @ 34.0299987792969"
## [1] "2011-07-28 00:00:00 XLU 300 @ 33.5099983215332"
## [1] "2011-07-28 00:00:00 XLU 300 @ 33.5099983215332"
## [1] "2011-08-12 00:00:00 XLU -300 @ 31.7000007629395"
## [1] "2011-08-12 00:00:00 XLU -300 @ 31.7000007629395"
## [1] "2011-08-22 00:00:00 XLU 300 @ 32.310001373291"
## [1] "2011-08-22 00:00:00 XLU 300 @ 32.310001373291"
## [1] "2011-08-24 00:00:00 XLU -300 @ 33.5999984741211"
## [1] "2011-08-24 00:00:00 XLU -300 @ 33.5999984741211"
## [1] "2011-09-06 00:00:00 XLU 300 @ 33.1300010681152"
## [1] "2011-09-06 00:00:00 XLU 300 @ 33.1300010681152"
## [1] "2011-09-15 00:00:00 XLU -300 @ 33.939998626709"
## [1] "2011-09-15 00:00:00 XLU -300 @ 33.939998626709"
## [1] "2011-09-22 00:00:00 XLU 300 @ 33.0800018310547"
## [1] "2011-09-22 00:00:00 XLU 300 @ 33.0800018310547"
## [1] "2011-09-28 00:00:00 XLU -300 @ 33.4599990844727"
## [1] "2011-09-28 00:00:00 XLU -300 @ 33.4599990844727"
## [1] "2011-10-04 00:00:00 XLU 300 @ 32.6599998474121"
## [1] "2011-10-04 00:00:00 XLU 300 @ 32.6599998474121"
## [1] "2011-10-07 00:00:00 XLU -300 @ 33.4000015258789"
## [1] "2011-10-07 00:00:00 XLU -300 @ 33.4000015258789"
## [1] "2011-10-26 00:00:00 XLU 300 @ 34.4799995422363"
## [1] "2011-10-26 00:00:00 XLU 300 @ 34.4799995422363"
## [1] "2011-10-28 00:00:00 XLU -300 @ 35.0099983215332"
## [1] "2011-10-28 00:00:00 XLU -300 @ 35.0099983215332"
## [1] "2011-11-02 00:00:00 XLU 300 @ 34.7200012207031"
## [1] "2011-11-02 00:00:00 XLU 300 @ 34.7200012207031"
## [1] "2011-11-04 00:00:00 XLU -300 @ 34.9799995422363"
## [1] "2011-11-04 00:00:00 XLU -300 @ 34.9799995422363"
## [1] "2011-11-10 00:00:00 XLU 300 @ 34.8600006103516"
## [1] "2011-11-10 00:00:00 XLU 300 @ 34.8600006103516"
## [1] "2011-11-14 00:00:00 XLU -300 @ 34.939998626709"
## [1] "2011-11-14 00:00:00 XLU -300 @ 34.939998626709"
## [1] "2011-11-17 00:00:00 XLU 300 @ 34.4000015258789"
## [1] "2011-11-17 00:00:00 XLU 300 @ 34.4000015258789"
## [1] "2011-11-29 00:00:00 XLU -300 @ 34.2200012207031"
## [1] "2011-11-29 00:00:00 XLU -300 @ 34.2200012207031"
## [1] "2011-12-09 00:00:00 XLU 300 @ 35"
## [1] "2011-12-09 00:00:00 XLU 300 @ 35"
## [1] "2011-12-16 00:00:00 XLU -300 @ 34.5400009155273"
## [1] "2011-12-16 00:00:00 XLU -300 @ 34.5400009155273"
## [1] "2011-12-19 00:00:00 XLU 300 @ 34.2799987792969"
## [1] "2011-12-19 00:00:00 XLU 300 @ 34.2799987792969"
## [1] "2011-12-21 00:00:00 XLU -300 @ 35.5299987792969"
## [1] "2011-12-21 00:00:00 XLU -300 @ 35.5299987792969"
## [1] "2012-01-04 00:00:00 XLU 300 @ 35.1399993896484"
## [1] "2012-01-04 00:00:00 XLU 300 @ 35.1399993896484"
## [1] "2012-01-26 00:00:00 XLU -300 @ 35.1599998474121"
## [1] "2012-01-26 00:00:00 XLU -300 @ 35.1599998474121"
## [1] "2012-01-31 00:00:00 XLU 300 @ 34.6800003051758"
## [1] "2012-01-31 00:00:00 XLU 300 @ 34.6800003051758"
## [1] "2012-02-06 00:00:00 XLU -300 @ 34.6800003051758"
## [1] "2012-02-06 00:00:00 XLU -300 @ 34.6800003051758"
## [1] "2012-02-07 00:00:00 XLU 300 @ 34.9300003051758"
## [1] "2012-02-07 00:00:00 XLU 300 @ 34.9300003051758"
## [1] "2012-02-08 00:00:00 XLU -300 @ 34.9700012207031"
## [1] "2012-02-08 00:00:00 XLU -300 @ 34.9700012207031"
## [1] "2012-02-13 00:00:00 XLU 300 @ 34.7599983215332"
## [1] "2012-02-13 00:00:00 XLU 300 @ 34.7599983215332"
## [1] "2012-02-17 00:00:00 XLU -300 @ 35.0499992370605"
## [1] "2012-02-17 00:00:00 XLU -300 @ 35.0499992370605"
## [1] "2012-02-29 00:00:00 XLU 300 @ 34.8899993896484"
## [1] "2012-02-29 00:00:00 XLU 300 @ 34.8899993896484"
## [1] "2012-03-06 00:00:00 XLU -300 @ 34.9000015258789"
## [1] "2012-03-06 00:00:00 XLU -300 @ 34.9000015258789"
## [1] "2012-03-07 00:00:00 XLU 300 @ 34.9199981689453"
## [1] "2012-03-07 00:00:00 XLU 300 @ 34.9199981689453"
## [1] "2012-03-09 00:00:00 XLU -300 @ 35.1699981689453"
## [1] "2012-03-09 00:00:00 XLU -300 @ 35.1699981689453"
## [1] "2012-03-15 00:00:00 XLU 300 @ 35.1300010681152"
## [1] "2012-03-15 00:00:00 XLU 300 @ 35.1300010681152"
## [1] "2012-03-27 00:00:00 XLU -300 @ 35.0099983215332"
## [1] "2012-03-27 00:00:00 XLU -300 @ 35.0099983215332"
## [1] "2012-04-09 00:00:00 XLU 300 @ 34.7099990844727"
## [1] "2012-04-09 00:00:00 XLU 300 @ 34.7099990844727"
## [1] "2012-04-17 00:00:00 XLU -300 @ 34.8300018310547"
## [1] "2012-04-17 00:00:00 XLU -300 @ 34.8300018310547"
## [1] "2012-05-04 00:00:00 XLU 300 @ 35.5699996948242"
## [1] "2012-05-04 00:00:00 XLU 300 @ 35.5699996948242"
## [1] "2012-05-11 00:00:00 XLU -300 @ 35.9300003051758"
## [1] "2012-05-11 00:00:00 XLU -300 @ 35.9300003051758"
## [1] "2012-05-16 00:00:00 XLU 300 @ 35.689998626709"
## [1] "2012-05-16 00:00:00 XLU 300 @ 35.689998626709"
## [1] "2012-05-23 00:00:00 XLU -300 @ 35.5200004577637"
## [1] "2012-05-23 00:00:00 XLU -300 @ 35.5200004577637"
## [1] "2012-06-21 00:00:00 XLU 300 @ 36.25"
## [1] "2012-06-21 00:00:00 XLU 300 @ 36.25"
## [1] "2012-06-28 00:00:00 XLU -300 @ 36.7799987792969"
## [1] "2012-06-28 00:00:00 XLU -300 @ 36.7799987792969"
## [1] "2012-07-06 00:00:00 XLU 300 @ 36.8300018310547"
## [1] "2012-07-06 00:00:00 XLU 300 @ 36.8300018310547"
## [1] "2012-07-12 00:00:00 XLU -300 @ 37.0099983215332"
## [1] "2012-07-12 00:00:00 XLU -300 @ 37.0099983215332"
## [1] "2012-07-24 00:00:00 XLU 300 @ 37.0900001525879"
## [1] "2012-07-24 00:00:00 XLU 300 @ 37.0900001525879"
## [1] "2012-07-27 00:00:00 XLU -300 @ 38.0900001525879"
## [1] "2012-07-27 00:00:00 XLU -300 @ 38.0900001525879"
## [1] "2012-08-02 00:00:00 XLU 300 @ 37.4199981689453"
## [1] "2012-08-02 00:00:00 XLU 300 @ 37.4199981689453"
## [1] "2012-09-07 00:00:00 XLU -300 @ 36.6199989318848"
## [1] "2012-09-07 00:00:00 XLU -300 @ 36.6199989318848"
## [1] "2012-09-12 00:00:00 XLU 300 @ 36.2799987792969"
## [1] "2012-09-12 00:00:00 XLU 300 @ 36.2799987792969"
## [1] "2012-09-14 00:00:00 XLU -300 @ 36.5400009155273"
## [1] "2012-09-14 00:00:00 XLU -300 @ 36.5400009155273"
## [1] "2012-09-18 00:00:00 XLU 300 @ 36.2000007629395"
## [1] "2012-09-18 00:00:00 XLU 300 @ 36.2000007629395"
## [1] "2012-09-21 00:00:00 XLU -300 @ 36.0299987792969"
## [1] "2012-09-21 00:00:00 XLU -300 @ 36.0299987792969"
## [1] "2012-09-24 00:00:00 XLU 300 @ 36.3699989318848"
## [1] "2012-09-24 00:00:00 XLU 300 @ 36.3699989318848"
## [1] "2012-10-04 00:00:00 XLU -300 @ 36.7999992370605"
## [1] "2012-10-04 00:00:00 XLU -300 @ 36.7999992370605"
## [1] "2012-10-11 00:00:00 XLU 300 @ 36.7099990844727"
## [1] "2012-10-11 00:00:00 XLU 300 @ 36.7099990844727"
## [1] "2012-10-17 00:00:00 XLU -300 @ 37.2400016784668"
## [1] "2012-10-17 00:00:00 XLU -300 @ 37.2400016784668"
## [1] "2012-10-24 00:00:00 XLU 300 @ 36.4000015258789"
## [1] "2012-10-24 00:00:00 XLU 300 @ 36.4000015258789"
## [1] "2012-11-01 00:00:00 XLU -300 @ 36.5099983215332"
## [1] "2012-11-01 00:00:00 XLU -300 @ 36.5099983215332"
## [1] "2012-11-05 00:00:00 XLU 300 @ 35.6699981689453"
## [1] "2012-11-05 00:00:00 XLU 300 @ 35.6699981689453"
## [1] "2012-11-27 00:00:00 XLU -300 @ 34.6100006103516"
## [1] "2012-11-27 00:00:00 XLU -300 @ 34.6100006103516"
## [1] "2012-12-14 00:00:00 XLU 300 @ 35.2099990844727"
## [1] "2012-12-14 00:00:00 XLU 300 @ 35.2099990844727"
## [1] "2012-12-18 00:00:00 XLU -300 @ 36"
## [1] "2012-12-18 00:00:00 XLU -300 @ 36"
## [1] "2012-12-24 00:00:00 XLU 300 @ 35.1599998474121"
## [1] "2012-12-24 00:00:00 XLU 300 @ 35.1599998474121"
## [1] "2013-01-03 00:00:00 XLU -300 @ 35.560001373291"
## [1] "2013-01-03 00:00:00 XLU -300 @ 35.560001373291"
## [1] "2013-01-09 00:00:00 XLU 300 @ 35.2099990844727"
## [1] "2013-01-09 00:00:00 XLU 300 @ 35.2099990844727"
## [1] "2013-01-14 00:00:00 XLU -300 @ 35.3300018310547"
## [1] "2013-01-14 00:00:00 XLU -300 @ 35.3300018310547"
## [1] "2013-01-17 00:00:00 XLU 300 @ 35.4000015258789"
## [1] "2013-01-17 00:00:00 XLU 300 @ 35.4000015258789"
## [1] "2013-01-22 00:00:00 XLU -300 @ 35.9799995422363"
## [1] "2013-01-22 00:00:00 XLU -300 @ 35.9799995422363"
## [1] "2013-02-05 00:00:00 XLU 300 @ 36.5299987792969"
## [1] "2013-02-05 00:00:00 XLU 300 @ 36.5299987792969"
## [1] "2013-02-07 00:00:00 XLU -300 @ 36.689998626709"
## [1] "2013-02-07 00:00:00 XLU -300 @ 36.689998626709"
## [1] "2013-02-15 00:00:00 XLU 300 @ 36.7200012207031"
## [1] "2013-02-15 00:00:00 XLU 300 @ 36.7200012207031"
## [1] "2013-02-20 00:00:00 XLU -300 @ 36.9700012207031"
## [1] "2013-02-20 00:00:00 XLU -300 @ 36.9700012207031"
## [1] "2013-03-19 00:00:00 XLU 300 @ 38.0200004577637"
## [1] "2013-03-19 00:00:00 XLU 300 @ 38.0200004577637"
## [1] "2013-03-21 00:00:00 XLU -300 @ 38.1100006103516"
## [1] "2013-03-21 00:00:00 XLU -300 @ 38.1100006103516"
## [1] "2013-04-16 00:00:00 XLU 300 @ 40.2299995422363"
## [1] "2013-04-16 00:00:00 XLU 300 @ 40.2299995422363"
## [1] "2013-04-22 00:00:00 XLU -300 @ 40.6800003051758"
## [1] "2013-04-22 00:00:00 XLU -300 @ 40.6800003051758"
## [1] "2013-05-02 00:00:00 XLU 300 @ 40.9700012207031"
## [1] "2013-05-02 00:00:00 XLU 300 @ 40.9700012207031"
## [1] "2013-05-16 00:00:00 XLU -300 @ 39.939998626709"
## [1] "2013-05-16 00:00:00 XLU -300 @ 39.939998626709"
## [1] "2013-05-23 00:00:00 XLU 300 @ 39.25"
## [1] "2013-05-23 00:00:00 XLU 300 @ 39.25"
## [1] "2013-06-10 00:00:00 XLU -300 @ 37.9599990844727"
## [1] "2013-06-10 00:00:00 XLU -300 @ 37.9599990844727"
## [1] "2013-06-12 00:00:00 XLU 300 @ 37.3400001525879"
## [1] "2013-06-12 00:00:00 XLU 300 @ 37.3400001525879"
## [1] "2013-06-14 00:00:00 XLU -300 @ 38"
## [1] "2013-06-14 00:00:00 XLU -300 @ 38"
## [1] "2013-06-20 00:00:00 XLU 300 @ 36.439998626709"
## [1] "2013-06-20 00:00:00 XLU 300 @ 36.439998626709"
## [1] "2013-06-26 00:00:00 XLU -300 @ 37.4599990844727"
## [1] "2013-06-26 00:00:00 XLU -300 @ 37.4599990844727"
## [1] "2013-07-02 00:00:00 XLU 300 @ 37.1500015258789"
## [1] "2013-07-02 00:00:00 XLU 300 @ 37.1500015258789"
## [1] "2013-07-09 00:00:00 XLU -300 @ 37.7000007629395"
## [1] "2013-07-09 00:00:00 XLU -300 @ 37.7000007629395"
## [1] "2013-07-25 00:00:00 XLU 300 @ 39.2099990844727"
## [1] "2013-07-25 00:00:00 XLU 300 @ 39.2099990844727"
## [1] "2013-07-30 00:00:00 XLU -300 @ 39.5499992370605"
## [1] "2013-07-30 00:00:00 XLU -300 @ 39.5499992370605"
## [1] "2013-08-01 00:00:00 XLU 300 @ 39.5900001525879"
## [1] "2013-08-01 00:00:00 XLU 300 @ 39.5900001525879"
## [1] "2013-08-02 00:00:00 XLU -300 @ 39.5400009155273"
## [1] "2013-08-02 00:00:00 XLU -300 @ 39.5400009155273"
## [1] "2013-08-06 00:00:00 XLU 300 @ 39.0800018310547"
## [1] "2013-08-06 00:00:00 XLU 300 @ 39.0800018310547"
## [1] "2013-08-09 00:00:00 XLU -300 @ 39.1399993896484"
## [1] "2013-08-09 00:00:00 XLU -300 @ 39.1399993896484"
## [1] "2013-08-12 00:00:00 XLU 300 @ 38.9300003051758"
## [1] "2013-08-12 00:00:00 XLU 300 @ 38.9300003051758"
## [1] "2013-08-26 00:00:00 XLU -300 @ 37.3800010681152"
## [1] "2013-08-26 00:00:00 XLU -300 @ 37.3800010681152"
## [1] "2013-08-30 00:00:00 XLU 300 @ 37.2999992370605"
## [1] "2013-08-30 00:00:00 XLU 300 @ 37.2999992370605"
## [1] "2013-09-10 00:00:00 XLU -300 @ 37.4000015258789"
## [1] "2013-09-10 00:00:00 XLU -300 @ 37.4000015258789"
## [1] "2013-09-13 00:00:00 XLU 300 @ 37.2099990844727"
## [1] "2013-09-13 00:00:00 XLU 300 @ 37.2099990844727"
## [1] "2013-09-17 00:00:00 XLU -300 @ 37.5299987792969"
## [1] "2013-09-17 00:00:00 XLU -300 @ 37.5299987792969"
## [1] "2013-09-23 00:00:00 XLU 300 @ 37.9799995422363"
## [1] "2013-09-23 00:00:00 XLU 300 @ 37.9799995422363"
## [1] "2013-10-10 00:00:00 XLU -300 @ 37.939998626709"
## [1] "2013-10-10 00:00:00 XLU -300 @ 37.939998626709"
## [1] "2013-10-16 00:00:00 XLU 300 @ 37.7200012207031"
## [1] "2013-10-16 00:00:00 XLU 300 @ 37.7200012207031"
## [1] "2013-10-18 00:00:00 XLU -300 @ 38.4300003051758"
## [1] "2013-10-18 00:00:00 XLU -300 @ 38.4300003051758"
## [1] "2013-10-31 00:00:00 XLU 300 @ 38.7799987792969"
## [1] "2013-10-31 00:00:00 XLU 300 @ 38.7799987792969"
## [1] "2013-11-05 00:00:00 XLU -300 @ 38.8600006103516"
## [1] "2013-11-05 00:00:00 XLU -300 @ 38.8600006103516"
## [1] "2013-11-06 00:00:00 XLU 300 @ 39.3899993896484"
## [1] "2013-11-06 00:00:00 XLU 300 @ 39.3899993896484"
## [1] "2013-11-07 00:00:00 XLU -300 @ 39.0200004577637"
## [1] "2013-11-07 00:00:00 XLU -300 @ 39.0200004577637"
## [1] "2013-11-13 00:00:00 XLU 300 @ 38.7999992370605"
## [1] "2013-11-13 00:00:00 XLU 300 @ 38.7999992370605"
## [1] "2013-11-15 00:00:00 XLU -300 @ 39.3699989318848"
## [1] "2013-11-15 00:00:00 XLU -300 @ 39.3699989318848"
## [1] "2013-11-20 00:00:00 XLU 300 @ 38.5999984741211"
## [1] "2013-11-20 00:00:00 XLU 300 @ 38.5999984741211"
## [1] "2013-12-05 00:00:00 XLU -300 @ 37.9199981689453"
## [1] "2013-12-05 00:00:00 XLU -300 @ 37.9199981689453"
## [1] "2013-12-06 00:00:00 XLU 300 @ 38.439998626709"
## [1] "2013-12-06 00:00:00 XLU 300 @ 38.439998626709"
## [1] "2013-12-09 00:00:00 XLU -300 @ 38.2099990844727"
## [1] "2013-12-09 00:00:00 XLU -300 @ 38.2099990844727"
## [1] "2013-12-11 00:00:00 XLU 300 @ 37.5200004577637"
## [1] "2013-12-11 00:00:00 XLU 300 @ 37.5200004577637"
## [1] "2013-12-19 00:00:00 XLU -300 @ 37.8600006103516"
## [1] "2013-12-19 00:00:00 XLU -300 @ 37.8600006103516"
## [1] "2013-12-24 00:00:00 XLU 300 @ 37.8300018310547"
## [1] "2013-12-24 00:00:00 XLU 300 @ 37.8300018310547"
## [1] "2013-12-31 00:00:00 XLU -300 @ 37.9700012207031"
## [1] "2013-12-31 00:00:00 XLU -300 @ 37.9700012207031"
## [1] "2014-01-03 00:00:00 XLU 300 @ 37.2700004577637"
## [1] "2014-01-03 00:00:00 XLU 300 @ 37.2700004577637"
## [1] "2014-01-08 00:00:00 XLU -300 @ 37.4599990844727"
## [1] "2014-01-08 00:00:00 XLU -300 @ 37.4599990844727"
## [1] "2014-01-27 00:00:00 XLU 300 @ 38.0699996948242"
## [1] "2014-01-27 00:00:00 XLU 300 @ 38.0699996948242"
## [1] "2014-01-31 00:00:00 XLU -300 @ 39.0999984741211"
## [1] "2014-01-31 00:00:00 XLU -300 @ 39.0999984741211"
## [1] "2014-02-05 00:00:00 XLU 300 @ 38.3899993896484"
## [1] "2014-02-05 00:00:00 XLU 300 @ 38.3899993896484"
## [1] "2014-02-10 00:00:00 XLU -300 @ 39.1699981689453"
## [1] "2014-02-10 00:00:00 XLU -300 @ 39.1699981689453"
## [1] "2014-02-27 00:00:00 XLU 300 @ 40.1699981689453"
## [1] "2014-02-27 00:00:00 XLU 300 @ 40.1699981689453"
## [1] "2014-03-03 00:00:00 XLU -300 @ 40.0499992370605"
## [1] "2014-03-03 00:00:00 XLU -300 @ 40.0499992370605"
## [1] "2014-03-04 00:00:00 XLU 300 @ 40.3400001525879"
## [1] "2014-03-04 00:00:00 XLU 300 @ 40.3400001525879"
## [1] "2014-03-13 00:00:00 XLU -300 @ 40.7000007629395"
## [1] "2014-03-13 00:00:00 XLU -300 @ 40.7000007629395"
## [1] "2014-03-20 00:00:00 XLU 300 @ 40.5400009155273"
## [1] "2014-03-20 00:00:00 XLU 300 @ 40.5400009155273"
## [1] "2014-03-26 00:00:00 XLU -300 @ 40.6199989318848"
## [1] "2014-03-26 00:00:00 XLU -300 @ 40.6199989318848"
## [1] "2014-05-05 00:00:00 XLU 300 @ 42.8800010681152"
## [1] "2014-05-05 00:00:00 XLU 300 @ 42.8800010681152"
## [1] "2014-05-08 00:00:00 XLU -300 @ 42.8899993896484"
## [1] "2014-05-08 00:00:00 XLU -300 @ 42.8899993896484"
## [1] "2014-05-12 00:00:00 XLU 300 @ 41.8699989318848"
## [1] "2014-05-12 00:00:00 XLU 300 @ 41.8699989318848"
## [1] "2014-05-23 00:00:00 XLU -300 @ 41.7599983215332"
## [1] "2014-05-23 00:00:00 XLU -300 @ 41.7599983215332"
## [1] "2014-06-10 00:00:00 XLU 300 @ 42.689998626709"
## [1] "2014-06-10 00:00:00 XLU 300 @ 42.689998626709"
## [1] "2014-06-17 00:00:00 XLU -300 @ 42.7799987792969"
## [1] "2014-06-17 00:00:00 XLU -300 @ 42.7799987792969"
## [1] "2014-07-03 00:00:00 XLU 300 @ 42.5"
## [1] "2014-07-03 00:00:00 XLU 300 @ 42.5"
## [1] "2014-07-11 00:00:00 XLU -300 @ 42.8300018310547"
## [1] "2014-07-11 00:00:00 XLU -300 @ 42.8300018310547"
## [1] "2014-07-15 00:00:00 XLU 300 @ 42.560001373291"
## [1] "2014-07-15 00:00:00 XLU 300 @ 42.560001373291"
## [1] "2014-07-25 00:00:00 XLU -300 @ 42.439998626709"
## [1] "2014-07-25 00:00:00 XLU -300 @ 42.439998626709"
## [1] "2014-07-28 00:00:00 XLU 300 @ 43.0299987792969"
## [1] "2014-07-28 00:00:00 XLU 300 @ 43.0299987792969"
## [1] "2014-07-29 00:00:00 XLU -300 @ 42.6300010681152"
## [1] "2014-07-29 00:00:00 XLU -300 @ 42.6300010681152"
## [1] "2014-07-31 00:00:00 XLU 300 @ 41.25"
## [1] "2014-07-31 00:00:00 XLU 300 @ 41.25"
## [1] "2014-08-11 00:00:00 XLU -300 @ 41.2900009155273"
## [1] "2014-08-11 00:00:00 XLU -300 @ 41.2900009155273"
## [1] "2014-08-27 00:00:00 XLU 300 @ 42.689998626709"
## [1] "2014-08-27 00:00:00 XLU 300 @ 42.689998626709"
## [1] "2014-08-29 00:00:00 XLU -300 @ 43.2799987792969"
## [1] "2014-08-29 00:00:00 XLU -300 @ 43.2799987792969"
## [1] "2014-09-10 00:00:00 XLU 300 @ 42.6699981689453"
## [1] "2014-09-10 00:00:00 XLU 300 @ 42.6699981689453"
## [1] "2014-09-17 00:00:00 XLU -300 @ 42.8499984741211"
## [1] "2014-09-17 00:00:00 XLU -300 @ 42.8499984741211"
## [1] "2014-09-19 00:00:00 XLU 300 @ 42.5400009155273"
## [1] "2014-09-19 00:00:00 XLU 300 @ 42.5400009155273"
## [1] "2014-09-30 00:00:00 XLU -300 @ 42.0900001525879"
## [1] "2014-09-30 00:00:00 XLU -300 @ 42.0900001525879"
## [1] "2014-10-16 00:00:00 XLU 300 @ 42.75"
## [1] "2014-10-16 00:00:00 XLU 300 @ 42.75"
## [1] "2014-10-21 00:00:00 XLU -300 @ 43.75"
## [1] "2014-10-21 00:00:00 XLU -300 @ 43.75"
## [1] "2014-11-13 00:00:00 XLU 300 @ 45.1300010681152"
## [1] "2014-11-13 00:00:00 XLU 300 @ 45.1300010681152"
## [1] "2014-11-19 00:00:00 XLU -300 @ 45.6199989318848"
## [1] "2014-11-19 00:00:00 XLU -300 @ 45.6199989318848"
## [1] "2014-11-25 00:00:00 XLU 300 @ 45.3199996948242"
## [1] "2014-11-25 00:00:00 XLU 300 @ 45.3199996948242"
## [1] "2014-12-01 00:00:00 XLU -300 @ 46.0900001525879"
## [1] "2014-12-01 00:00:00 XLU -300 @ 46.0900001525879"
## [1] "2014-12-08 00:00:00 XLU 300 @ 46.2400016784668"
## [1] "2014-12-08 00:00:00 XLU 300 @ 46.2400016784668"
## [1] "2014-12-10 00:00:00 XLU -300 @ 45.8899993896484"
## [1] "2014-12-10 00:00:00 XLU -300 @ 45.8899993896484"
## [1] "2014-12-11 00:00:00 XLU 300 @ 46.3499984741211"
## [1] "2014-12-11 00:00:00 XLU 300 @ 46.3499984741211"
## [1] "2014-12-18 00:00:00 XLU -300 @ 47.2000007629395"
## [1] "2014-12-18 00:00:00 XLU -300 @ 47.2000007629395"
## [1] "2015-01-02 00:00:00 XLU 300 @ 47.439998626709"
## [1] "2015-01-02 00:00:00 XLU 300 @ 47.439998626709"
## [1] "2015-01-09 00:00:00 XLU -300 @ 47.3800010681152"
## [1] "2015-01-09 00:00:00 XLU -300 @ 47.3800010681152"
## [1] "2015-01-29 00:00:00 XLU 300 @ 49.4099998474121"
## [1] "2015-01-29 00:00:00 XLU 300 @ 49.4099998474121"
## [1] "2015-01-30 00:00:00 XLU -300 @ 48.3199996948242"
## [1] "2015-01-30 00:00:00 XLU -300 @ 48.3199996948242"
## [1] "2015-02-02 00:00:00 XLU 300 @ 48.5299987792969"
## [1] "2015-02-02 00:00:00 XLU 300 @ 48.5299987792969"
## [1] "2015-02-19 00:00:00 XLU -300 @ 45.6800003051758"
## [1] "2015-02-19 00:00:00 XLU -300 @ 45.6800003051758"
## [1] "2015-02-26 00:00:00 XLU 300 @ 45.2799987792969"
## [1] "2015-02-26 00:00:00 XLU 300 @ 45.2799987792969"
## [1] "2015-03-13 00:00:00 XLU -300 @ 43.4799995422363"
## [1] "2015-03-13 00:00:00 XLU -300 @ 43.4799995422363"
## [1] "2015-03-25 00:00:00 XLU 300 @ 43.9900016784668"
## [1] "2015-03-25 00:00:00 XLU 300 @ 43.9900016784668"
## [1] "2015-03-31 00:00:00 XLU -300 @ 44.4300003051758"
## [1] "2015-03-31 00:00:00 XLU -300 @ 44.4300003051758"
## [1] "2015-04-10 00:00:00 XLU 300 @ 44.6599998474121"
## [1] "2015-04-10 00:00:00 XLU 300 @ 44.6599998474121"
## [1] "2015-04-21 00:00:00 XLU -300 @ 44.3600006103516"
## [1] "2015-04-21 00:00:00 XLU -300 @ 44.3600006103516"
## [1] "2015-05-01 00:00:00 XLU 300 @ 44.4700012207031"
## [1] "2015-05-01 00:00:00 XLU 300 @ 44.4700012207031"
## [1] "2015-05-05 00:00:00 XLU -300 @ 43.7999992370605"
## [1] "2015-05-05 00:00:00 XLU -300 @ 43.7999992370605"
## [1] "2015-05-06 00:00:00 XLU 300 @ 43.560001373291"
## [1] "2015-05-06 00:00:00 XLU 300 @ 43.560001373291"
## [1] "2015-05-18 00:00:00 XLU -300 @ 44.4900016784668"
## [1] "2015-05-18 00:00:00 XLU -300 @ 44.4900016784668"
## [1] "2015-05-27 00:00:00 XLU 300 @ 44.4700012207031"
## [1] "2015-05-27 00:00:00 XLU 300 @ 44.4700012207031"
## [1] "2015-05-29 00:00:00 XLU -300 @ 44.5"
## [1] "2015-05-29 00:00:00 XLU -300 @ 44.5"
## [1] "2015-06-03 00:00:00 XLU 300 @ 43.3199996948242"
## [1] "2015-06-03 00:00:00 XLU 300 @ 43.3199996948242"
## [1] "2015-06-12 00:00:00 XLU -300 @ 42.5400009155273"
## [1] "2015-06-12 00:00:00 XLU -300 @ 42.5400009155273"
## [1] "2015-06-16 00:00:00 XLU 300 @ 42.6699981689453"
## [1] "2015-06-16 00:00:00 XLU 300 @ 42.6699981689453"
## [1] "2015-06-18 00:00:00 XLU -300 @ 43.5999984741211"
## [1] "2015-06-18 00:00:00 XLU -300 @ 43.5999984741211"
## [1] "2015-06-24 00:00:00 XLU 300 @ 41.8199996948242"
## [1] "2015-06-24 00:00:00 XLU 300 @ 41.8199996948242"
## [1] "2015-07-06 00:00:00 XLU -300 @ 42.4000015258789"
## [1] "2015-07-06 00:00:00 XLU -300 @ 42.4000015258789"
## [1] "2015-07-22 00:00:00 XLU 300 @ 42.9300003051758"
## [1] "2015-07-22 00:00:00 XLU 300 @ 42.9300003051758"
## [1] "2015-07-28 00:00:00 XLU -300 @ 43.0699996948242"
## [1] "2015-07-28 00:00:00 XLU -300 @ 43.0699996948242"
## [1] "2015-08-05 00:00:00 XLU 300 @ 43.6199989318848"
## [1] "2015-08-05 00:00:00 XLU 300 @ 43.6199989318848"
## [1] "2015-08-10 00:00:00 XLU -300 @ 44.2099990844727"
## [1] "2015-08-10 00:00:00 XLU -300 @ 44.2099990844727"
## [1] "2015-08-24 00:00:00 XLU 300 @ 43.3600006103516"
## [1] "2015-08-24 00:00:00 XLU 300 @ 43.3600006103516"
## [1] "2015-09-09 00:00:00 XLU -300 @ 41.310001373291"
## [1] "2015-09-09 00:00:00 XLU -300 @ 41.310001373291"
## [1] "2015-09-23 00:00:00 XLU 300 @ 41.9799995422363"
## [1] "2015-09-23 00:00:00 XLU 300 @ 41.9799995422363"
## [1] "2015-09-25 00:00:00 XLU -300 @ 42.7299995422363"
## [1] "2015-09-25 00:00:00 XLU -300 @ 42.7299995422363"
## [1] "2015-10-26 00:00:00 XLU 300 @ 44.4300003051758"
## [1] "2015-10-26 00:00:00 XLU 300 @ 44.4300003051758"
## [1] "2015-11-04 00:00:00 XLU -300 @ 44.1599998474121"
## [1] "2015-11-04 00:00:00 XLU -300 @ 44.1599998474121"
## [1] "2015-11-06 00:00:00 XLU 300 @ 42.25"
## [1] "2015-11-06 00:00:00 XLU 300 @ 42.25"
## [1] "2015-11-12 00:00:00 XLU -300 @ 42.7000007629395"
## [1] "2015-11-12 00:00:00 XLU -300 @ 42.7000007629395"
## [1] "2015-11-16 00:00:00 XLU 300 @ 43.2599983215332"
## [1] "2015-11-16 00:00:00 XLU 300 @ 43.2599983215332"
## [1] "2015-11-17 00:00:00 XLU -300 @ 42.4799995422363"
## [1] "2015-11-17 00:00:00 XLU -300 @ 42.4799995422363"
## [1] "2015-11-27 00:00:00 XLU 300 @ 42.75"
## [1] "2015-11-27 00:00:00 XLU 300 @ 42.75"
## [1] "2015-12-02 00:00:00 XLU -300 @ 42.2000007629395"
## [1] "2015-12-02 00:00:00 XLU -300 @ 42.2000007629395"
## [1] "2015-12-03 00:00:00 XLU 300 @ 41.8800010681152"
## [1] "2015-12-03 00:00:00 XLU 300 @ 41.8800010681152"
## [1] "2015-12-08 00:00:00 XLU -300 @ 42.5999984741211"
## [1] "2015-12-08 00:00:00 XLU -300 @ 42.5999984741211"
## [1] "2015-12-11 00:00:00 XLU 300 @ 41.7900009155273"
## [1] "2015-12-11 00:00:00 XLU 300 @ 41.7900009155273"
## [1] "2015-12-16 00:00:00 XLU -300 @ 43.4000015258789"
## [1] "2015-12-16 00:00:00 XLU -300 @ 43.4000015258789"
## [1] "2015-12-21 00:00:00 XLU 300 @ 42.4799995422363"
## [1] "2015-12-21 00:00:00 XLU 300 @ 42.4799995422363"
## [1] "2015-12-24 00:00:00 XLU -300 @ 43.4700012207031"
## [1] "2015-12-24 00:00:00 XLU -300 @ 43.4700012207031"
## [1] "2016-01-04 00:00:00 XLU 300 @ 43.189998626709"
## [1] "2016-01-04 00:00:00 XLU 300 @ 43.189998626709"
## [1] "2016-01-12 00:00:00 XLU -300 @ 43.1699981689453"
## [1] "2016-01-12 00:00:00 XLU -300 @ 43.1699981689453"
## [1] "2016-01-21 00:00:00 XLU 300 @ 43.0299987792969"
## [1] "2016-01-21 00:00:00 XLU 300 @ 43.0299987792969"
## [1] "2016-01-25 00:00:00 XLU -300 @ 43.4300003051758"
## [1] "2016-01-25 00:00:00 XLU -300 @ 43.4300003051758"
## [1] "2016-02-12 00:00:00 XLU 300 @ 45.560001373291"
## [1] "2016-02-12 00:00:00 XLU 300 @ 45.560001373291"
## [1] "2016-02-19 00:00:00 XLU -300 @ 46.2000007629395"
## [1] "2016-02-19 00:00:00 XLU -300 @ 46.2000007629395"
## [1] "2016-02-29 00:00:00 XLU 300 @ 46.2999992370605"
## [1] "2016-02-29 00:00:00 XLU 300 @ 46.2999992370605"
## [1] "2016-03-04 00:00:00 XLU -300 @ 47.1100006103516"
## [1] "2016-03-04 00:00:00 XLU -300 @ 47.1100006103516"
## [1] "2016-03-23 00:00:00 XLU 300 @ 48.7799987792969"
## [1] "2016-03-23 00:00:00 XLU 300 @ 48.7799987792969"
## [1] "2016-03-28 00:00:00 XLU -300 @ 48.7299995422363"
## [1] "2016-03-28 00:00:00 XLU -300 @ 48.7299995422363"
## [1] "2016-04-06 00:00:00 XLU 300 @ 48.6100006103516"
## [1] "2016-04-06 00:00:00 XLU 300 @ 48.6100006103516"
## [1] "2016-04-13 00:00:00 XLU -300 @ 48.6800003051758"
## [1] "2016-04-13 00:00:00 XLU -300 @ 48.6800003051758"
## [1] "2016-04-15 00:00:00 XLU 300 @ 48.8899993896484"
## [1] "2016-04-15 00:00:00 XLU 300 @ 48.8899993896484"
## [1] "2016-04-18 00:00:00 XLU -300 @ 49.0800018310547"
## [1] "2016-04-18 00:00:00 XLU -300 @ 49.0800018310547"
## [1] "2016-04-21 00:00:00 XLU 300 @ 46.9300003051758"
## [1] "2016-04-21 00:00:00 XLU 300 @ 46.9300003051758"
## [1] "2016-04-28 00:00:00 XLU -300 @ 48.1300010681152"
## [1] "2016-04-28 00:00:00 XLU -300 @ 48.1300010681152"
## [1] "2016-05-18 00:00:00 XLU 300 @ 47.7000007629395"
## [1] "2016-05-18 00:00:00 XLU 300 @ 47.7000007629395"
## [1] "2016-05-27 00:00:00 XLU -300 @ 48.8300018310547"
## [1] "2016-05-27 00:00:00 XLU -300 @ 48.8300018310547"
## [1] "2016-06-21 00:00:00 XLU 300 @ 50.4300003051758"
## [1] "2016-06-21 00:00:00 XLU 300 @ 50.4300003051758"
## [1] "2016-06-28 00:00:00 XLU -300 @ 51.2200012207031"
## [1] "2016-06-28 00:00:00 XLU -300 @ 51.2200012207031"
## [1] "2016-07-08 00:00:00 XLU 300 @ 52.5400009155273"
## [1] "2016-07-08 00:00:00 XLU 300 @ 52.5400009155273"
## [1] "2016-07-25 00:00:00 XLU -300 @ 52.6699981689453"
## [1] "2016-07-25 00:00:00 XLU -300 @ 52.6699981689453"
## [1] "2016-07-27 00:00:00 XLU 300 @ 51.6100006103516"
## [1] "2016-07-27 00:00:00 XLU 300 @ 51.6100006103516"
## [1] "2016-08-15 00:00:00 XLU -300 @ 50.1199989318848"
## [1] "2016-08-15 00:00:00 XLU -300 @ 50.1199989318848"
## [1] "2016-08-16 00:00:00 XLU 300 @ 49.5299987792969"
## [1] "2016-08-16 00:00:00 XLU 300 @ 49.5299987792969"
## [1] "2016-08-19 00:00:00 XLU -300 @ 50.2700004577637"
## [1] "2016-08-19 00:00:00 XLU -300 @ 50.2700004577637"
## [1] "2016-08-25 00:00:00 XLU 300 @ 50.189998626709"
## [1] "2016-08-25 00:00:00 XLU 300 @ 50.189998626709"
## [1] "2016-09-06 00:00:00 XLU -300 @ 50.1699981689453"
## [1] "2016-09-06 00:00:00 XLU -300 @ 50.1699981689453"
## [1] "2016-09-12 00:00:00 XLU 300 @ 49.3199996948242"
## [1] "2016-09-12 00:00:00 XLU 300 @ 49.3199996948242"
## [1] "2016-09-19 00:00:00 XLU -300 @ 49.75"
## [1] "2016-09-19 00:00:00 XLU -300 @ 49.75"
## [1] "2016-09-28 00:00:00 XLU 300 @ 50.0800018310547"
## [1] "2016-09-28 00:00:00 XLU 300 @ 50.0800018310547"
## [1] "2016-10-11 00:00:00 XLU -300 @ 46.9700012207031"
## [1] "2016-10-11 00:00:00 XLU -300 @ 46.9700012207031"
## [1] "2016-10-12 00:00:00 XLU 300 @ 47.4300003051758"
## [1] "2016-10-12 00:00:00 XLU 300 @ 47.4300003051758"
## [1] "2016-10-14 00:00:00 XLU -300 @ 47.75"
## [1] "2016-10-14 00:00:00 XLU -300 @ 47.75"
## [1] "2016-10-24 00:00:00 XLU 300 @ 48.1800003051758"
## [1] "2016-10-24 00:00:00 XLU 300 @ 48.1800003051758"
## [1] "2016-10-26 00:00:00 XLU -300 @ 48.5999984741211"
## [1] "2016-10-26 00:00:00 XLU -300 @ 48.5999984741211"
## [1] "2016-11-03 00:00:00 XLU 300 @ 48.0999984741211"
## [1] "2016-11-03 00:00:00 XLU 300 @ 48.0999984741211"
## [1] "2016-11-08 00:00:00 XLU -300 @ 49.1699981689453"
## [1] "2016-11-08 00:00:00 XLU -300 @ 49.1699981689453"
## [1] "2016-11-10 00:00:00 XLU 300 @ 46.2200012207031"
## [1] "2016-11-10 00:00:00 XLU 300 @ 46.2200012207031"
## [1] "2016-11-16 00:00:00 XLU -300 @ 46.4199981689453"
## [1] "2016-11-16 00:00:00 XLU -300 @ 46.4199981689453"
## [1] "2016-11-21 00:00:00 XLU 300 @ 46.7799987792969"
## [1] "2016-11-21 00:00:00 XLU 300 @ 46.7799987792969"
## [1] "2016-11-22 00:00:00 XLU -300 @ 46.9599990844727"
## [1] "2016-11-22 00:00:00 XLU -300 @ 46.9599990844727"
## [1] "2016-12-01 00:00:00 XLU 300 @ 46.3800010681152"
## [1] "2016-12-01 00:00:00 XLU 300 @ 46.3800010681152"
## [1] "2016-12-08 00:00:00 XLU -300 @ 47.4599990844727"
## [1] "2016-12-08 00:00:00 XLU -300 @ 47.4599990844727"
## [1] "2016-12-29 00:00:00 XLU 300 @ 48.8400001525879"
## [1] "2016-12-29 00:00:00 XLU 300 @ 48.8400001525879"
## [1] "2016-12-30 00:00:00 XLU -300 @ 48.5699996948242"
## [1] "2016-12-30 00:00:00 XLU -300 @ 48.5699996948242"
## [1] "2017-01-10 00:00:00 XLU 300 @ 48.0400009155273"
## [1] "2017-01-10 00:00:00 XLU 300 @ 48.0400009155273"
## [1] "2017-01-13 00:00:00 XLU -300 @ 48.5099983215332"
## [1] "2017-01-13 00:00:00 XLU -300 @ 48.5099983215332"
## [1] "2017-01-20 00:00:00 XLU 300 @ 48.6399993896484"
## [1] "2017-01-20 00:00:00 XLU 300 @ 48.6399993896484"
## [1] "2017-01-31 00:00:00 XLU -300 @ 49.1800003051758"
## [1] "2017-01-31 00:00:00 XLU -300 @ 49.1800003051758"
## [1] "2017-02-16 00:00:00 XLU 300 @ 49.5400009155273"
## [1] "2017-02-16 00:00:00 XLU 300 @ 49.5400009155273"
## [1] "2017-02-17 00:00:00 XLU -300 @ 49.5699996948242"
## [1] "2017-02-17 00:00:00 XLU -300 @ 49.5699996948242"
## [1] "2017-03-09 00:00:00 XLU 300 @ 50.5400009155273"
## [1] "2017-03-09 00:00:00 XLU 300 @ 50.5400009155273"
## [1] "2017-03-14 00:00:00 XLU -300 @ 51.060001373291"
## [1] "2017-03-14 00:00:00 XLU -300 @ 51.060001373291"
## [1] "2017-03-21 00:00:00 XLU 300 @ 51.6100006103516"
## [1] "2017-03-21 00:00:00 XLU 300 @ 51.6100006103516"
## [1] "2017-03-22 00:00:00 XLU -300 @ 51.8600006103516"
## [1] "2017-03-22 00:00:00 XLU -300 @ 51.8600006103516"
## [1] "2017-03-30 00:00:00 XLU 300 @ 51.1100006103516"
## [1] "2017-03-30 00:00:00 XLU 300 @ 51.1100006103516"
## [1] "2017-04-05 00:00:00 XLU -300 @ 51.75"
## [1] "2017-04-05 00:00:00 XLU -300 @ 51.75"
## [1] "2017-04-10 00:00:00 XLU 300 @ 51.4900016784668"
## [1] "2017-04-10 00:00:00 XLU 300 @ 51.4900016784668"
## [1] "2017-04-13 00:00:00 XLU -300 @ 51.6800003051758"
## [1] "2017-04-13 00:00:00 XLU -300 @ 51.6800003051758"
## [1] "2017-04-20 00:00:00 XLU 300 @ 51.4700012207031"
## [1] "2017-04-20 00:00:00 XLU 300 @ 51.4700012207031"
## [1] "2017-04-25 00:00:00 XLU -300 @ 51.9300003051758"
## [1] "2017-04-25 00:00:00 XLU -300 @ 51.9300003051758"
## [1] "2017-05-01 00:00:00 XLU 300 @ 51.3899993896484"
## [1] "2017-05-01 00:00:00 XLU 300 @ 51.3899993896484"
## [1] "2017-05-08 00:00:00 XLU -300 @ 51.7099990844727"
## [1] "2017-05-08 00:00:00 XLU -300 @ 51.7099990844727"
## [1] "2017-05-10 00:00:00 XLU 300 @ 51.4099998474121"
## [1] "2017-05-10 00:00:00 XLU 300 @ 51.4099998474121"
## [1] "2017-05-15 00:00:00 XLU -300 @ 51.9500007629395"
## [1] "2017-05-15 00:00:00 XLU -300 @ 51.9500007629395"
## [1] "2017-06-09 00:00:00 XLU 300 @ 53.6699981689453"
## [1] "2017-06-09 00:00:00 XLU 300 @ 53.6699981689453"
## [1] "2017-06-15 00:00:00 XLU -300 @ 54.2999992370605"
## [1] "2017-06-15 00:00:00 XLU -300 @ 54.2999992370605"
## [1] "2017-06-22 00:00:00 XLU 300 @ 53.3899993896484"
## [1] "2017-06-22 00:00:00 XLU 300 @ 53.3899993896484"
## [1] "2017-07-13 00:00:00 XLU -300 @ 51.6800003051758"
## [1] "2017-07-13 00:00:00 XLU -300 @ 51.6800003051758"
## [1] "2017-07-26 00:00:00 XLU 300 @ 52.9900016784668"
## [1] "2017-07-26 00:00:00 XLU 300 @ 52.9900016784668"
## [1] "2017-07-28 00:00:00 XLU -300 @ 53.0400009155273"
## [1] "2017-07-28 00:00:00 XLU -300 @ 53.0400009155273"
## [1] "2017-08-14 00:00:00 XLU 300 @ 54.0499992370605"
## [1] "2017-08-14 00:00:00 XLU 300 @ 54.0499992370605"
## [1] "2017-08-16 00:00:00 XLU -300 @ 54.5699996948242"
## [1] "2017-08-16 00:00:00 XLU -300 @ 54.5699996948242"
## [1] "2017-08-31 00:00:00 XLU 300 @ 54.9700012207031"
## [1] "2017-08-31 00:00:00 XLU 300 @ 54.9700012207031"
## [1] "2017-09-08 00:00:00 XLU -300 @ 55.3600006103516"
## [1] "2017-09-08 00:00:00 XLU -300 @ 55.3600006103516"
## [1] "2017-09-13 00:00:00 XLU 300 @ 54.6300010681152"
## [1] "2017-09-13 00:00:00 XLU 300 @ 54.6300010681152"
## [1] "2017-10-05 00:00:00 XLU -300 @ 53.4700012207031"
## [1] "2017-10-05 00:00:00 XLU -300 @ 53.4700012207031"
## [1] "2017-10-26 00:00:00 XLU 300 @ 54.7099990844727"
## [1] "2017-10-26 00:00:00 XLU 300 @ 54.7099990844727"
## [1] "2017-10-30 00:00:00 XLU -300 @ 55.060001373291"
## [1] "2017-10-30 00:00:00 XLU -300 @ 55.060001373291"
## [1] "2017-11-02 00:00:00 XLU 300 @ 55.0099983215332"
## [1] "2017-11-02 00:00:00 XLU 300 @ 55.0099983215332"
## [1] "2017-11-06 00:00:00 XLU -300 @ 55"
## [1] "2017-11-06 00:00:00 XLU -300 @ 55"
## [1] "2017-11-20 00:00:00 XLU 300 @ 55.6399993896484"
## [1] "2017-11-20 00:00:00 XLU 300 @ 55.6399993896484"
## [1] "2017-11-28 00:00:00 XLU -300 @ 56.3800010681152"
## [1] "2017-11-28 00:00:00 XLU -300 @ 56.3800010681152"
## [1] "2017-12-05 00:00:00 XLU 300 @ 55.3800010681152"
## [1] "2017-12-05 00:00:00 XLU 300 @ 55.3800010681152"
## [1] "2017-12-11 00:00:00 XLU -300 @ 56.2099990844727"
## [1] "2017-12-11 00:00:00 XLU -300 @ 56.2099990844727"
## [1] "2017-12-13 00:00:00 XLU 300 @ 55.4000015258789"
## [1] "2017-12-13 00:00:00 XLU 300 @ 55.4000015258789"
## [1] "2017-12-29 00:00:00 XLU -300 @ 52.6800003051758"
## [1] "2017-12-29 00:00:00 XLU -300 @ 52.6800003051758"
## [1] "2018-01-03 00:00:00 XLU 300 @ 51.7799987792969"
## [1] "2018-01-03 00:00:00 XLU 300 @ 51.7799987792969"
## [1] "2018-01-09 00:00:00 XLU -300 @ 51.2999992370605"
## [1] "2018-01-09 00:00:00 XLU -300 @ 51.2999992370605"
## [1] "2018-01-10 00:00:00 XLU 300 @ 50.7400016784668"
## [1] "2018-01-10 00:00:00 XLU 300 @ 50.7400016784668"
## [1] "2018-01-24 00:00:00 XLU -300 @ 50.2299995422363"
## [1] "2018-01-24 00:00:00 XLU -300 @ 50.2299995422363"
## [1] "2018-01-30 00:00:00 XLU 300 @ 50.4799995422363"
## [1] "2018-01-30 00:00:00 XLU 300 @ 50.4799995422363"
## [1] "2018-02-01 00:00:00 XLU -300 @ 50.2400016784668"
## [1] "2018-02-01 00:00:00 XLU -300 @ 50.2400016784668"
## [1] "2018-02-02 00:00:00 XLU 300 @ 49.8800010681152"
## [1] "2018-02-02 00:00:00 XLU 300 @ 49.8800010681152"
## [1] "2018-02-13 00:00:00 XLU -300 @ 49.1500015258789"
## [1] "2018-02-13 00:00:00 XLU -300 @ 49.1500015258789"
## [1] "2018-02-22 00:00:00 XLU 300 @ 49.0699996948242"
## [1] "2018-02-22 00:00:00 XLU 300 @ 49.0699996948242"
## [1] "2018-02-26 00:00:00 XLU -300 @ 50.2000007629395"
## [1] "2018-02-26 00:00:00 XLU -300 @ 50.2000007629395"
## [1] "2018-02-28 00:00:00 XLU 300 @ 49.060001373291"
## [1] "2018-02-28 00:00:00 XLU 300 @ 49.060001373291"
## [1] "2018-03-06 00:00:00 XLU -300 @ 49.2700004577637"
## [1] "2018-03-06 00:00:00 XLU -300 @ 49.2700004577637"
## [1] "2018-03-08 00:00:00 XLU 300 @ 49.2599983215332"
## [1] "2018-03-08 00:00:00 XLU 300 @ 49.2599983215332"
## [1] "2018-03-13 00:00:00 XLU -300 @ 49.7200012207031"
## [1] "2018-03-13 00:00:00 XLU -300 @ 49.7200012207031"
## [1] "2018-03-20 00:00:00 XLU 300 @ 49.7099990844727"
## [1] "2018-03-20 00:00:00 XLU 300 @ 49.7099990844727"
## [1] "2018-03-28 00:00:00 XLU -300 @ 50.2599983215332"
## [1] "2018-03-28 00:00:00 XLU -300 @ 50.2599983215332"
## [1] "2018-04-11 00:00:00 XLU 300 @ 50.060001373291"
## [1] "2018-04-11 00:00:00 XLU 300 @ 50.060001373291"
## [1] "2018-04-17 00:00:00 XLU -300 @ 50.9799995422363"
## [1] "2018-04-17 00:00:00 XLU -300 @ 50.9799995422363"
## [1] "2018-04-23 00:00:00 XLU 300 @ 50.3300018310547"
## [1] "2018-04-23 00:00:00 XLU 300 @ 50.3300018310547"
## [1] "2018-04-25 00:00:00 XLU -300 @ 50.6800003051758"
## [1] "2018-04-25 00:00:00 XLU -300 @ 50.6800003051758"
## [1] "2018-05-04 00:00:00 XLU 300 @ 51.5099983215332"
## [1] "2018-05-04 00:00:00 XLU 300 @ 51.5099983215332"
## [1] "2018-05-07 00:00:00 XLU -300 @ 51.2400016784668"
## [1] "2018-05-07 00:00:00 XLU -300 @ 51.2400016784668"
## [1] "2018-05-08 00:00:00 XLU 300 @ 49.9599990844727"
## [1] "2018-05-08 00:00:00 XLU 300 @ 49.9599990844727"
## [1] "2018-05-23 00:00:00 XLU -300 @ 49.8699989318848"
## [1] "2018-05-23 00:00:00 XLU -300 @ 49.8699989318848"
## [1] "2018-06-04 00:00:00 XLU 300 @ 49.810001373291"
## [1] "2018-06-04 00:00:00 XLU 300 @ 49.810001373291"
## [1] "2018-06-13 00:00:00 XLU -300 @ 49.0200004577637"
## [1] "2018-06-13 00:00:00 XLU -300 @ 49.0200004577637"
## [1] "2018-07-10 00:00:00 XLU 300 @ 52.0200004577637"
## [1] "2018-07-10 00:00:00 XLU 300 @ 52.0200004577637"
## [1] "2018-07-20 00:00:00 XLU -300 @ 52.2900009155273"
## [1] "2018-07-20 00:00:00 XLU -300 @ 52.2900009155273"
## [1] "2018-07-24 00:00:00 XLU 300 @ 52.0999984741211"
## [1] "2018-07-24 00:00:00 XLU 300 @ 52.0999984741211"
## [1] "2018-07-27 00:00:00 XLU -300 @ 52.6399993896484"
## [1] "2018-07-27 00:00:00 XLU -300 @ 52.6399993896484"
## [1] "2018-07-31 00:00:00 XLU 300 @ 52.7900009155273"
## [1] "2018-07-31 00:00:00 XLU 300 @ 52.7900009155273"
## [1] "2018-08-01 00:00:00 XLU -300 @ 52.4500007629395"
## [1] "2018-08-01 00:00:00 XLU -300 @ 52.4500007629395"
## [1] "2018-08-09 00:00:00 XLU 300 @ 53.2200012207031"
## [1] "2018-08-09 00:00:00 XLU 300 @ 53.2200012207031"
## [1] "2018-08-16 00:00:00 XLU -300 @ 54.2400016784668"
## [1] "2018-08-16 00:00:00 XLU -300 @ 54.2400016784668"
## [1] "2018-08-22 00:00:00 XLU 300 @ 53.5400009155273"
## [1] "2018-08-22 00:00:00 XLU 300 @ 53.5400009155273"
## [1] "2018-08-30 00:00:00 XLU -300 @ 53.7000007629395"
## [1] "2018-08-30 00:00:00 XLU -300 @ 53.7000007629395"
## [1] "2018-09-04 00:00:00 XLU 300 @ 53.7099990844727"
## [1] "2018-09-04 00:00:00 XLU 300 @ 53.7099990844727"
## [1] "2018-09-06 00:00:00 XLU -300 @ 54.7700004577637"
## [1] "2018-09-06 00:00:00 XLU -300 @ 54.7700004577637"
## [1] "2018-09-20 00:00:00 XLU 300 @ 53.310001373291"
## [1] "2018-09-20 00:00:00 XLU 300 @ 53.310001373291"
## [1] "2018-10-01 00:00:00 XLU -300 @ 52.4700012207031"
## [1] "2018-10-01 00:00:00 XLU -300 @ 52.4700012207031"
## [1] "2018-10-12 00:00:00 XLU 300 @ 52.9500007629395"
## [1] "2018-10-12 00:00:00 XLU 300 @ 52.9500007629395"
## [1] "2018-10-17 00:00:00 XLU -300 @ 53.6500015258789"
## [1] "2018-10-17 00:00:00 XLU -300 @ 53.6500015258789"
## [1] "2018-10-29 00:00:00 XLU 300 @ 54.1199989318848"
## [1] "2018-10-29 00:00:00 XLU 300 @ 54.1199989318848"
## [1] "2018-11-06 00:00:00 XLU -300 @ 54.2599983215332"
## [1] "2018-11-06 00:00:00 XLU -300 @ 54.2599983215332"
## [1] "2018-11-15 00:00:00 XLU 300 @ 54.0499992370605"
## [1] "2018-11-15 00:00:00 XLU 300 @ 54.0499992370605"
## [1] "2018-11-19 00:00:00 XLU -300 @ 55.1199989318848"
## [1] "2018-11-19 00:00:00 XLU -300 @ 55.1199989318848"
## [1] "2018-11-23 00:00:00 XLU 300 @ 54.1100006103516"
## [1] "2018-11-23 00:00:00 XLU 300 @ 54.1100006103516"
## [1] "2018-11-28 00:00:00 XLU -300 @ 54.7999992370605"
## [1] "2018-11-28 00:00:00 XLU -300 @ 54.7999992370605"
## [1] "2018-12-18 00:00:00 XLU 300 @ 54.6199989318848"
## [1] "2018-12-18 00:00:00 XLU 300 @ 54.6199989318848"
## [1] "2019-01-07 00:00:00 XLU -300 @ 52.4099998474121"
## [1] "2019-01-07 00:00:00 XLU -300 @ 52.4099998474121"
## [1] "2019-01-15 00:00:00 XLU 300 @ 52.6699981689453"
## [1] "2019-01-15 00:00:00 XLU 300 @ 52.6699981689453"
## [1] "2019-01-18 00:00:00 XLU -300 @ 53.1399993896484"
## [1] "2019-01-18 00:00:00 XLU -300 @ 53.1399993896484"
## [1] "2019-01-28 00:00:00 XLU 300 @ 53.0699996948242"
## [1] "2019-01-28 00:00:00 XLU 300 @ 53.0699996948242"
## [1] "2019-01-31 00:00:00 XLU -300 @ 54.7599983215332"
## [1] "2019-01-31 00:00:00 XLU -300 @ 54.7599983215332"
## [1] "2019-02-15 00:00:00 XLU 300 @ 55.7099990844727"
## [1] "2019-02-15 00:00:00 XLU 300 @ 55.7099990844727"
## [1] "2019-02-19 00:00:00 XLU -300 @ 56.0400009155273"
## [1] "2019-02-19 00:00:00 XLU -300 @ 56.0400009155273"
## [1] "2019-03-19 00:00:00 XLU 300 @ 57.310001373291"
## [1] "2019-03-19 00:00:00 XLU 300 @ 57.310001373291"
## [1] "2019-03-22 00:00:00 XLU -300 @ 58.4900016784668"
## [1] "2019-03-22 00:00:00 XLU -300 @ 58.4900016784668"
## [1] "2019-03-29 00:00:00 XLU 300 @ 58.1699981689453"
## [1] "2019-03-29 00:00:00 XLU 300 @ 58.1699981689453"
## [1] "2019-04-08 00:00:00 XLU -300 @ 57.689998626709"
## [1] "2019-04-08 00:00:00 XLU -300 @ 57.689998626709"
## [1] "2019-04-17 00:00:00 XLU 300 @ 57.2599983215332"
## [1] "2019-04-17 00:00:00 XLU 300 @ 57.2599983215332"
## [1] "2019-04-25 00:00:00 XLU -300 @ 58.0099983215332"
## [1] "2019-04-25 00:00:00 XLU -300 @ 58.0099983215332"
## [1] "2019-05-08 00:00:00 XLU 300 @ 57.0099983215332"
## [1] "2019-05-08 00:00:00 XLU 300 @ 57.0099983215332"
## [1] "2019-05-13 00:00:00 XLU -300 @ 58.5800018310547"
## [1] "2019-05-13 00:00:00 XLU -300 @ 58.5800018310547"
## [1] "2019-05-29 00:00:00 XLU 300 @ 58.0699996948242"
## [1] "2019-05-29 00:00:00 XLU 300 @ 58.0699996948242"
## [1] "2019-06-04 00:00:00 XLU -300 @ 58.8800010681152"
## [1] "2019-06-04 00:00:00 XLU -300 @ 58.8800010681152"
## [1] "2019-06-12 00:00:00 XLU 300 @ 60.060001373291"
## [1] "2019-06-12 00:00:00 XLU 300 @ 60.060001373291"
## [1] "2019-06-13 00:00:00 XLU -300 @ 60.1800003051758"
## [1] "2019-06-13 00:00:00 XLU -300 @ 60.1800003051758"
## [1] "2019-06-26 00:00:00 XLU 300 @ 59.3199996948242"
## [1] "2019-06-26 00:00:00 XLU 300 @ 59.3199996948242"
## [1] "2019-07-03 00:00:00 XLU -300 @ 60.7099990844727"
## [1] "2019-07-03 00:00:00 XLU -300 @ 60.7099990844727"
## [1] "2019-07-15 00:00:00 XLU 300 @ 60.8499984741211"
## [1] "2019-07-15 00:00:00 XLU 300 @ 60.8499984741211"
## [1] "2019-07-19 00:00:00 XLU -300 @ 60.3699989318848"
## [1] "2019-07-19 00:00:00 XLU -300 @ 60.3699989318848"
## [1] "2019-07-22 00:00:00 XLU 300 @ 60.2400016784668"
## [1] "2019-07-22 00:00:00 XLU 300 @ 60.2400016784668"
## [1] "2019-07-30 00:00:00 XLU -300 @ 59.8300018310547"
## [1] "2019-07-30 00:00:00 XLU -300 @ 59.8300018310547"
## [1] "2019-08-01 00:00:00 XLU 300 @ 60.1599998474121"
## [1] "2019-08-01 00:00:00 XLU 300 @ 60.1599998474121"
## [1] "2019-08-02 00:00:00 XLU -300 @ 60.1500015258789"
## [1] "2019-08-02 00:00:00 XLU -300 @ 60.1500015258789"
## [1] "2019-08-06 00:00:00 XLU 300 @ 60.0299987792969"
## [1] "2019-08-06 00:00:00 XLU 300 @ 60.0299987792969"
## [1] "2019-08-08 00:00:00 XLU -300 @ 60.7999992370605"
## [1] "2019-08-08 00:00:00 XLU -300 @ 60.7999992370605"
## [1] "2019-08-15 00:00:00 XLU 300 @ 61.0699996948242"
## [1] "2019-08-15 00:00:00 XLU 300 @ 61.0699996948242"
## [1] "2019-08-16 00:00:00 XLU -300 @ 61.3800010681152"
## [1] "2019-08-16 00:00:00 XLU -300 @ 61.3800010681152"
## [1] "2019-08-26 00:00:00 XLU 300 @ 62.189998626709"
## [1] "2019-08-26 00:00:00 XLU 300 @ 62.189998626709"
## [1] "2019-08-27 00:00:00 XLU -300 @ 62.2999992370605"
## [1] "2019-08-27 00:00:00 XLU -300 @ 62.2999992370605"
## [1] "2019-09-09 00:00:00 XLU 300 @ 62.5"
## [1] "2019-09-09 00:00:00 XLU 300 @ 62.5"
## [1] "2019-09-12 00:00:00 XLU -300 @ 63.3400001525879"
## [1] "2019-09-12 00:00:00 XLU -300 @ 63.3400001525879"
## [1] "2019-10-02 00:00:00 XLU 300 @ 63.7299995422363"
## [1] "2019-10-02 00:00:00 XLU 300 @ 63.7299995422363"
## [1] "2019-10-07 00:00:00 XLU -300 @ 64.5199966430664"
## [1] "2019-10-07 00:00:00 XLU -300 @ 64.5199966430664"
## [1] "2019-10-09 00:00:00 XLU 300 @ 64.2300033569336"
## [1] "2019-10-09 00:00:00 XLU 300 @ 64.2300033569336"
## [1] "2019-10-21 00:00:00 XLU -300 @ 64.0699996948242"
## [1] "2019-10-21 00:00:00 XLU -300 @ 64.0699996948242"
## [1] "2019-10-28 00:00:00 XLU 300 @ 63.2799987792969"
## [1] "2019-10-28 00:00:00 XLU 300 @ 63.2799987792969"
## [1] "2019-11-01 00:00:00 XLU -300 @ 64.0899963378906"
## [1] "2019-11-01 00:00:00 XLU -300 @ 64.0899963378906"
## [1] "2019-11-05 00:00:00 XLU 300 @ 62.6199989318848"
## [1] "2019-11-05 00:00:00 XLU 300 @ 62.6199989318848"
## [1] "2019-11-14 00:00:00 XLU -300 @ 62.6500015258789"
## [1] "2019-11-14 00:00:00 XLU -300 @ 62.6500015258789"
## [1] "2019-11-26 00:00:00 XLU 300 @ 63"
## [1] "2019-11-26 00:00:00 XLU 300 @ 63"
## [1] "2019-11-29 00:00:00 XLU -300 @ 63.0499992370605"
## [1] "2019-11-29 00:00:00 XLU -300 @ 63.0499992370605"
## [1] "2019-12-03 00:00:00 XLU 300 @ 62.810001373291"
## [1] "2019-12-03 00:00:00 XLU 300 @ 62.810001373291"
## [1] "2019-12-05 00:00:00 XLU -300 @ 63.4000015258789"
## [1] "2019-12-05 00:00:00 XLU -300 @ 63.4000015258789"
## [1] "2019-12-10 00:00:00 XLU 300 @ 62.9799995422363"
## [1] "2019-12-10 00:00:00 XLU 300 @ 62.9799995422363"
## [1] "2019-12-16 00:00:00 XLU -300 @ 64.1600036621094"
## [1] "2019-12-16 00:00:00 XLU -300 @ 64.1600036621094"
## [1] "2019-12-24 00:00:00 XLU 300 @ 64.0800018310547"
## [1] "2019-12-24 00:00:00 XLU 300 @ 64.0800018310547"
## [1] "2019-12-30 00:00:00 XLU -300 @ 64.370002746582"
## [1] "2019-12-30 00:00:00 XLU -300 @ 64.370002746582"
## [1] "2020-01-03 00:00:00 XLU 300 @ 63.939998626709"
## [1] "2020-01-03 00:00:00 XLU 300 @ 63.939998626709"
## [1] "2020-01-10 00:00:00 XLU -300 @ 64.4000015258789"
## [1] "2020-01-10 00:00:00 XLU -300 @ 64.4000015258789"
## [1] "2020-02-05 00:00:00 XLU 300 @ 68.7900009155273"
## [1] "2020-02-05 00:00:00 XLU 300 @ 68.7900009155273"
## [1] "2020-02-12 00:00:00 XLU -300 @ 69.1500015258789"
## [1] "2020-02-12 00:00:00 XLU -300 @ 69.1500015258789"
## [1] "2020-02-25 00:00:00 XLU 300 @ 68.0500030517578"
## [1] "2020-02-25 00:00:00 XLU 300 @ 68.0500030517578"
## [1] "2020-03-05 00:00:00 XLU -300 @ 67.6600036621094"
## [1] "2020-03-05 00:00:00 XLU -300 @ 67.6600036621094"
## [1] "2020-03-10 00:00:00 XLU 300 @ 64.0500030517578"
## [1] "2020-03-10 00:00:00 XLU 300 @ 64.0500030517578"
## [1] "2020-03-26 00:00:00 XLU -300 @ 55.3800010681152"
## [1] "2020-03-26 00:00:00 XLU -300 @ 55.3800010681152"
## [1] "2020-04-02 00:00:00 XLU 300 @ 53.7099990844727"
## [1] "2020-04-02 00:00:00 XLU 300 @ 53.7099990844727"
## [1] "2020-04-07 00:00:00 XLU -300 @ 55.0900001525879"
## [1] "2020-04-07 00:00:00 XLU -300 @ 55.0900001525879"
## [1] "2020-04-22 00:00:00 XLU 300 @ 58.9500007629395"
## [1] "2020-04-22 00:00:00 XLU 300 @ 58.9500007629395"
## [1] "2020-04-28 00:00:00 XLU -300 @ 59.1500015258789"
## [1] "2020-04-28 00:00:00 XLU -300 @ 59.1500015258789"
## [1] "2020-05-01 00:00:00 XLU 300 @ 55.8800010681152"
## [1] "2020-05-01 00:00:00 XLU 300 @ 55.8800010681152"
## [1] "2020-05-11 00:00:00 XLU -300 @ 55.9199981689453"
## [1] "2020-05-11 00:00:00 XLU -300 @ 55.9199981689453"
## [1] "2020-05-14 00:00:00 XLU 300 @ 55.5499992370605"
## [1] "2020-05-14 00:00:00 XLU 300 @ 55.5499992370605"
## [1] "2020-05-19 00:00:00 XLU -300 @ 56.1199989318848"
## [1] "2020-05-19 00:00:00 XLU -300 @ 56.1199989318848"
## [1] "2020-06-12 00:00:00 XLU 300 @ 58.6699981689453"
## [1] "2020-06-12 00:00:00 XLU 300 @ 58.6699981689453"
## [1] "2020-07-01 00:00:00 XLU -300 @ 57.75"
## [1] "2020-07-01 00:00:00 XLU -300 @ 57.75"
## [1] "2020-07-08 00:00:00 XLU 300 @ 57.4700012207031"
## [1] "2020-07-08 00:00:00 XLU 300 @ 57.4700012207031"
## [1] "2020-07-13 00:00:00 XLU -300 @ 57.8300018310547"
## [1] "2020-07-13 00:00:00 XLU -300 @ 57.8300018310547"
## [1] "2020-07-28 00:00:00 XLU 300 @ 60.4500007629395"
## [1] "2020-07-28 00:00:00 XLU 300 @ 60.4500007629395"
## [1] "2020-07-30 00:00:00 XLU -300 @ 60.7299995422363"
## [1] "2020-07-30 00:00:00 XLU -300 @ 60.7299995422363"
## [1] "2020-08-04 00:00:00 XLU 300 @ 60.8300018310547"
## [1] "2020-08-04 00:00:00 XLU 300 @ 60.8300018310547"
## [1] "2020-08-10 00:00:00 XLU -300 @ 61.4700012207031"
## [1] "2020-08-10 00:00:00 XLU -300 @ 61.4700012207031"
## [1] "2020-08-12 00:00:00 XLU 300 @ 61.0099983215332"
## [1] "2020-08-12 00:00:00 XLU 300 @ 61.0099983215332"
## [1] "2020-08-25 00:00:00 XLU -300 @ 59.3699989318848"
## [1] "2020-08-25 00:00:00 XLU -300 @ 59.3699989318848"
## [1] "2020-08-27 00:00:00 XLU 300 @ 58.9000015258789"
## [1] "2020-08-27 00:00:00 XLU 300 @ 58.9000015258789"
## [1] "2020-09-01 00:00:00 XLU -300 @ 58.5699996948242"
## [1] "2020-09-01 00:00:00 XLU -300 @ 58.5699996948242"
## [1] "2020-09-02 00:00:00 XLU 300 @ 60.3899993896484"
## [1] "2020-09-02 00:00:00 XLU 300 @ 60.3899993896484"
## [1] "2020-09-03 00:00:00 XLU -300 @ 59.7099990844727"
## [1] "2020-09-03 00:00:00 XLU -300 @ 59.7099990844727"
## [1] "2020-09-09 00:00:00 XLU 300 @ 59.8199996948242"
## [1] "2020-09-09 00:00:00 XLU 300 @ 59.8199996948242"
## [1] "2020-09-10 00:00:00 XLU -300 @ 58.7900009155273"
## [1] "2020-09-10 00:00:00 XLU -300 @ 58.7900009155273"
## [1] "2020-09-11 00:00:00 XLU 300 @ 58.9300003051758"
## [1] "2020-09-11 00:00:00 XLU 300 @ 58.9300003051758"
## [1] "2020-09-15 00:00:00 XLU -300 @ 60.1399993896484"
## [1] "2020-09-15 00:00:00 XLU -300 @ 60.1399993896484"
## [1] "2020-09-18 00:00:00 XLU 300 @ 58.5200004577637"
## [1] "2020-09-18 00:00:00 XLU 300 @ 58.5200004577637"
## [1] "2020-09-28 00:00:00 XLU -300 @ 58.8699989318848"
## [1] "2020-09-28 00:00:00 XLU -300 @ 58.8699989318848"
## [1] "2020-10-29 00:00:00 XLU 300 @ 62.9700012207031"
## [1] "2020-10-29 00:00:00 XLU 300 @ 62.9700012207031"
## [1] "2020-11-03 00:00:00 XLU -300 @ 64.6699981689453"
## [1] "2020-11-03 00:00:00 XLU -300 @ 64.6699981689453"
## [1] "2020-11-18 00:00:00 XLU 300 @ 64.1699981689453"
## [1] "2020-11-18 00:00:00 XLU 300 @ 64.1699981689453"
## [1] "2020-11-25 00:00:00 XLU -300 @ 64.4000015258789"
## [1] "2020-11-25 00:00:00 XLU -300 @ 64.4000015258789"
## [1] "2020-11-30 00:00:00 XLU 300 @ 62.8400001525879"
## [1] "2020-11-30 00:00:00 XLU 300 @ 62.8400001525879"
## [1] "2020-12-16 00:00:00 XLU -300 @ 62.4099998474121"
## [1] "2020-12-16 00:00:00 XLU -300 @ 62.4099998474121"
## [1] "2020-12-22 00:00:00 XLU 300 @ 60.9000015258789"
## [1] "2020-12-22 00:00:00 XLU 300 @ 60.9000015258789"
## [1] "2020-12-29 00:00:00 XLU -300 @ 61.4700012207031"
## [1] "2020-12-29 00:00:00 XLU -300 @ 61.4700012207031"
## [1] "2021-01-05 00:00:00 XLU 300 @ 61.1100006103516"
## [1] "2021-01-05 00:00:00 XLU 300 @ 61.1100006103516"
## [1] "2021-01-07 00:00:00 XLU -300 @ 61.810001373291"
## [1] "2021-01-07 00:00:00 XLU -300 @ 61.810001373291"
## [1] "2021-01-13 00:00:00 XLU 300 @ 62.6199989318848"
## [1] "2021-01-13 00:00:00 XLU 300 @ 62.6199989318848"
## [1] "2021-01-14 00:00:00 XLU -300 @ 62.3800010681152"
## [1] "2021-01-14 00:00:00 XLU -300 @ 62.3800010681152"
## [1] "2021-01-28 00:00:00 XLU 300 @ 62.4900016784668"
## [1] "2021-01-28 00:00:00 XLU 300 @ 62.4900016784668"
## [1] "2021-02-03 00:00:00 XLU -300 @ 62.7599983215332"
## [1] "2021-02-03 00:00:00 XLU -300 @ 62.7599983215332"
## [1] "2021-02-16 00:00:00 XLU 300 @ 61.9199981689453"
## [1] "2021-02-16 00:00:00 XLU 300 @ 61.9199981689453"
## [1] "2021-03-08 00:00:00 XLU -300 @ 60.5200004577637"
## [1] "2021-03-08 00:00:00 XLU -300 @ 60.5200004577637"
## [1] "2021-03-18 00:00:00 XLU 300 @ 62.0299987792969"
## [1] "2021-03-18 00:00:00 XLU 300 @ 62.0299987792969"
## [1] "2021-03-24 00:00:00 XLU -300 @ 62.5900001525879"
## [1] "2021-03-24 00:00:00 XLU -300 @ 62.5900001525879"
## [1] "2021-04-23 00:00:00 XLU 300 @ 66.5800018310547"
## [1] "2021-04-23 00:00:00 XLU 300 @ 66.5800018310547"
## [1] "2021-04-30 00:00:00 XLU -300 @ 66.7200012207031"
## [1] "2021-04-30 00:00:00 XLU -300 @ 66.7200012207031"
## [1] "2021-05-06 00:00:00 XLU 300 @ 65.8399963378906"
## [1] "2021-05-06 00:00:00 XLU 300 @ 65.8399963378906"
## [1] "2021-05-11 00:00:00 XLU -300 @ 65.8899993896484"
## [1] "2021-05-11 00:00:00 XLU -300 @ 65.8899993896484"
## [1] "2021-05-13 00:00:00 XLU 300 @ 65.5899963378906"
## [1] "2021-05-13 00:00:00 XLU 300 @ 65.5899963378906"
## [1] "2021-05-21 00:00:00 XLU -300 @ 66.1600036621094"
## [1] "2021-05-21 00:00:00 XLU -300 @ 66.1600036621094"
## [1] "2021-05-26 00:00:00 XLU 300 @ 65.25"
## [1] "2021-05-26 00:00:00 XLU 300 @ 65.25"
## [1] "2021-06-04 00:00:00 XLU -300 @ 65.3899993896484"
## [1] "2021-06-04 00:00:00 XLU -300 @ 65.3899993896484"
## [1] "2021-06-09 00:00:00 XLU 300 @ 65.5299987792969"
## [1] "2021-06-09 00:00:00 XLU 300 @ 65.5299987792969"
## [1] "2021-06-11 00:00:00 XLU -300 @ 66.1100006103516"
## [1] "2021-06-11 00:00:00 XLU -300 @ 66.1100006103516"
## [1] "2021-06-17 00:00:00 XLU 300 @ 65.8099975585938"
## [1] "2021-06-17 00:00:00 XLU 300 @ 65.8099975585938"
## [1] "2021-06-29 00:00:00 XLU -300 @ 63.3499984741211"
## [1] "2021-06-29 00:00:00 XLU -300 @ 63.3499984741211"
## [1] "2021-06-30 00:00:00 XLU 300 @ 63.2299995422363"
## [1] "2021-06-30 00:00:00 XLU 300 @ 63.2299995422363"
## [1] "2021-07-06 00:00:00 XLU -300 @ 64.2900009155273"
## [1] "2021-07-06 00:00:00 XLU -300 @ 64.2900009155273"
## [1] "2021-07-14 00:00:00 XLU 300 @ 64.879997253418"
## [1] "2021-07-14 00:00:00 XLU 300 @ 64.879997253418"
## [1] "2021-07-15 00:00:00 XLU -300 @ 65.6100006103516"
## [1] "2021-07-15 00:00:00 XLU -300 @ 65.6100006103516"
## [1] "2021-07-22 00:00:00 XLU 300 @ 64.879997253418"
## [1] "2021-07-22 00:00:00 XLU 300 @ 64.879997253418"
## [1] "2021-07-26 00:00:00 XLU -300 @ 65.7300033569336"
## [1] "2021-07-26 00:00:00 XLU -300 @ 65.7300033569336"
## [1] "2021-08-02 00:00:00 XLU 300 @ 66.4800033569336"
## [1] "2021-08-02 00:00:00 XLU 300 @ 66.4800033569336"
## [1] "2021-08-04 00:00:00 XLU -300 @ 66.7600021362305"
## [1] "2021-08-04 00:00:00 XLU -300 @ 66.7600021362305"
## [1] "2021-08-25 00:00:00 XLU 300 @ 68.7099990844727"
## [1] "2021-08-25 00:00:00 XLU 300 @ 68.7099990844727"
## [1] "2021-09-02 00:00:00 XLU -300 @ 70.0699996948242"
## [1] "2021-09-02 00:00:00 XLU -300 @ 70.0699996948242"
## [1] "2021-09-08 00:00:00 XLU 300 @ 69.8000030517578"
## [1] "2021-09-08 00:00:00 XLU 300 @ 69.8000030517578"
## [1] "2021-10-05 00:00:00 XLU -300 @ 64.5999984741211"
## [1] "2021-10-05 00:00:00 XLU -300 @ 64.5999984741211"
## [1] "2021-10-12 00:00:00 XLU 300 @ 64.3199996948242"
## [1] "2021-10-12 00:00:00 XLU 300 @ 64.3199996948242"
## [1] "2021-10-14 00:00:00 XLU -300 @ 65.870002746582"
## [1] "2021-10-14 00:00:00 XLU -300 @ 65.870002746582"
## [1] "2021-10-19 00:00:00 XLU 300 @ 65.870002746582"
## [1] "2021-10-19 00:00:00 XLU 300 @ 65.870002746582"
## [1] "2021-10-20 00:00:00 XLU -300 @ 66.9100036621094"
## [1] "2021-10-20 00:00:00 XLU -300 @ 66.9100036621094"
## [1] "2021-11-04 00:00:00 XLU 300 @ 66.5899963378906"
## [1] "2021-11-04 00:00:00 XLU 300 @ 66.5899963378906"
## [1] "2021-11-08 00:00:00 XLU -300 @ 66.2200012207031"
## [1] "2021-11-08 00:00:00 XLU -300 @ 66.2200012207031"
## [1] "2021-11-09 00:00:00 XLU 300 @ 66.5599975585938"
## [1] "2021-11-09 00:00:00 XLU 300 @ 66.5599975585938"
## [1] "2021-11-11 00:00:00 XLU -300 @ 66.6900024414062"
## [1] "2021-11-11 00:00:00 XLU -300 @ 66.6900024414062"
## [1] "2021-11-19 00:00:00 XLU 300 @ 67.3000030517578"
## [1] "2021-11-19 00:00:00 XLU 300 @ 67.3000030517578"
## [1] "2021-11-23 00:00:00 XLU -300 @ 67.7799987792969"
## [1] "2021-11-23 00:00:00 XLU -300 @ 67.7799987792969"
## [1] "2021-11-29 00:00:00 XLU 300 @ 67.75"
## [1] "2021-11-29 00:00:00 XLU 300 @ 67.75"
## [1] "2021-12-06 00:00:00 XLU -300 @ 68.4300003051758"
## [1] "2021-12-06 00:00:00 XLU -300 @ 68.4300003051758"
## [1] "2021-12-21 00:00:00 XLU 300 @ 69.4300003051758"
## [1] "2021-12-21 00:00:00 XLU 300 @ 69.4300003051758"
## [1] "2021-12-28 00:00:00 XLU -300 @ 70.6900024414062"
## [1] "2021-12-28 00:00:00 XLU -300 @ 70.6900024414062"
## [1] "2022-01-04 00:00:00 XLU 300 @ 70.6500015258789"
## [1] "2022-01-04 00:00:00 XLU 300 @ 70.6500015258789"
## [1] "2022-01-31 00:00:00 XLU -300 @ 69.25"
## [1] "2022-01-31 00:00:00 XLU -300 @ 69.25"
## [1] "2022-02-08 00:00:00 XLU 300 @ 68.4300003051758"
## [1] "2022-02-08 00:00:00 XLU 300 @ 68.4300003051758"
## [1] "2022-02-10 00:00:00 XLU -300 @ 66.9899978637695"
## [1] "2022-02-10 00:00:00 XLU -300 @ 66.9899978637695"
## [1] "2022-02-11 00:00:00 XLU 300 @ 67.0299987792969"
## [1] "2022-02-11 00:00:00 XLU 300 @ 67.0299987792969"
## [1] "2022-02-28 00:00:00 XLU -300 @ 67.9300003051758"
## [1] "2022-02-28 00:00:00 XLU -300 @ 67.9300003051758"
## [1] "2022-03-21 00:00:00 XLU 300 @ 70.8099975585938"
## [1] "2022-03-21 00:00:00 XLU 300 @ 70.8099975585938"
## [1] "2022-03-25 00:00:00 XLU -300 @ 72.7799987792969"
## [1] "2022-03-25 00:00:00 XLU -300 @ 72.7799987792969"
## [1] "2022-04-12 00:00:00 XLU 300 @ 76.1999969482422"
## [1] "2022-04-12 00:00:00 XLU 300 @ 76.1999969482422"
## [1] "2022-04-21 00:00:00 XLU -300 @ 75.5199966430664"
## [1] "2022-04-21 00:00:00 XLU -300 @ 75.5199966430664"
## [1] "2022-04-22 00:00:00 XLU 300 @ 74.25"
## [1] "2022-04-22 00:00:00 XLU 300 @ 74.25"
## [1] "2022-05-05 00:00:00 XLU -300 @ 71.6399993896484"
## [1] "2022-05-05 00:00:00 XLU -300 @ 71.6399993896484"
## [1] "2022-05-11 00:00:00 XLU 300 @ 71.3099975585938"
## [1] "2022-05-11 00:00:00 XLU 300 @ 71.3099975585938"
## [1] "2022-05-17 00:00:00 XLU -300 @ 72.3899993896484"
## [1] "2022-05-17 00:00:00 XLU -300 @ 72.3899993896484"
## [1] "2022-06-09 00:00:00 XLU 300 @ 71.8899993896484"
## [1] "2022-06-09 00:00:00 XLU 300 @ 71.8899993896484"
## [1] "2022-06-23 00:00:00 XLU -300 @ 67.8300018310547"
## [1] "2022-06-23 00:00:00 XLU -300 @ 67.8300018310547"
## [1] "2022-07-14 00:00:00 XLU 300 @ 69.629997253418"
## [1] "2022-07-14 00:00:00 XLU 300 @ 69.629997253418"
## [1] "2022-07-25 00:00:00 XLU -300 @ 70.3000030517578"
## [1] "2022-07-25 00:00:00 XLU -300 @ 70.3000030517578"
## [1] "2022-08-23 00:00:00 XLU 300 @ 76.1800003051758"
## [1] "2022-08-23 00:00:00 XLU 300 @ 76.1800003051758"
## [1] "2022-08-26 00:00:00 XLU -300 @ 75.7099990844727"
## [1] "2022-08-26 00:00:00 XLU -300 @ 75.7099990844727"
## [1] "2022-08-29 00:00:00 XLU 300 @ 75.9400024414062"
## [1] "2022-08-29 00:00:00 XLU 300 @ 75.9400024414062"
## [1] "2022-09-08 00:00:00 XLU -300 @ 77.0699996948242"
## [1] "2022-09-08 00:00:00 XLU -300 @ 77.0699996948242"
## [1] "2022-09-14 00:00:00 XLU 300 @ 76.6600036621094"
## [1] "2022-09-14 00:00:00 XLU 300 @ 76.6600036621094"
## [1] "2022-10-05 00:00:00 XLU -300 @ 67.3300018310547"
## [1] "2022-10-05 00:00:00 XLU -300 @ 67.3300018310547"
## [1] "2022-10-07 00:00:00 XLU 300 @ 63.7599983215332"
## [1] "2022-10-07 00:00:00 XLU 300 @ 63.7599983215332"
## [1] "2022-10-19 00:00:00 XLU -300 @ 63.7700004577637"
## [1] "2022-10-19 00:00:00 XLU -300 @ 63.7700004577637"
## [1] "2022-10-21 00:00:00 XLU 300 @ 63.310001373291"
## [1] "2022-10-21 00:00:00 XLU 300 @ 63.310001373291"
## [1] "2022-10-26 00:00:00 XLU -300 @ 65.0899963378906"
## [1] "2022-10-26 00:00:00 XLU -300 @ 65.0899963378906"
## [1] "2022-11-08 00:00:00 XLU 300 @ 66.2699966430664"
## [1] "2022-11-08 00:00:00 XLU 300 @ 66.2699966430664"
## [1] "2022-11-11 00:00:00 XLU -300 @ 68.0800018310547"
## [1] "2022-11-11 00:00:00 XLU -300 @ 68.0800018310547"
## [1] "2022-11-30 00:00:00 XLU 300 @ 71.4300003051758"
## [1] "2022-11-30 00:00:00 XLU 300 @ 71.4300003051758"
## [1] "2022-12-01 00:00:00 XLU -300 @ 71.370002746582"
## [1] "2022-12-01 00:00:00 XLU -300 @ 71.370002746582"
## [1] "2022-12-06 00:00:00 XLU 300 @ 71.0699996948242"
## [1] "2022-12-06 00:00:00 XLU 300 @ 71.0699996948242"
## [1] "2022-12-09 00:00:00 XLU -300 @ 70.8300018310547"
## [1] "2022-12-09 00:00:00 XLU -300 @ 70.8300018310547"
## [1] "2022-12-16 00:00:00 XLU 300 @ 70.4800033569336"
## [1] "2022-12-16 00:00:00 XLU 300 @ 70.4800033569336"
## [1] "2022-12-22 00:00:00 XLU -300 @ 70.1900024414062"
## [1] "2022-12-22 00:00:00 XLU -300 @ 70.1900024414062"
## [1] "2023-01-03 00:00:00 XLU 300 @ 70.5"
## [1] "2023-01-03 00:00:00 XLU 300 @ 70.5"
## [1] "2023-01-05 00:00:00 XLU -300 @ 69.5999984741211"
## [1] "2023-01-05 00:00:00 XLU -300 @ 69.5999984741211"
## [1] "2023-01-06 00:00:00 XLU 300 @ 71"
## [1] "2023-01-06 00:00:00 XLU 300 @ 71"
## [1] "2023-01-10 00:00:00 XLU -300 @ 71.5"
## [1] "2023-01-10 00:00:00 XLU -300 @ 71.5"
## [1] "2023-01-17 00:00:00 XLU 300 @ 71.2300033569336"
## [1] "2023-01-17 00:00:00 XLU 300 @ 71.2300033569336"
## [1] "2023-02-01 00:00:00 XLU -300 @ 69.2099990844727"
## [1] "2023-02-01 00:00:00 XLU -300 @ 69.2099990844727"
## [1] "2023-02-06 00:00:00 XLU 300 @ 68.4899978637695"
## [1] "2023-02-06 00:00:00 XLU 300 @ 68.4899978637695"
## [1] "2023-02-14 00:00:00 XLU -300 @ 67.8300018310547"
## [1] "2023-02-14 00:00:00 XLU -300 @ 67.8300018310547"
## [1] "2023-02-22 00:00:00 XLU 300 @ 66.9400024414062"
## [1] "2023-02-22 00:00:00 XLU 300 @ 66.9400024414062"
## [1] "2023-03-06 00:00:00 XLU -300 @ 66.5699996948242"
## [1] "2023-03-06 00:00:00 XLU -300 @ 66.5699996948242"
## [1] "2023-03-13 00:00:00 XLU 300 @ 65.4100036621094"
## [1] "2023-03-13 00:00:00 XLU 300 @ 65.4100036621094"
## [1] "2023-03-15 00:00:00 XLU -300 @ 67.1699981689453"
## [1] "2023-03-15 00:00:00 XLU -300 @ 67.1699981689453"
## [1] "2023-03-22 00:00:00 XLU 300 @ 64.3600006103516"
## [1] "2023-03-22 00:00:00 XLU 300 @ 64.3600006103516"
## [1] "2023-03-27 00:00:00 XLU -300 @ 65.7699966430664"
## [1] "2023-03-27 00:00:00 XLU -300 @ 65.7699966430664"
## [1] "2023-04-17 00:00:00 XLU 300 @ 69.2699966430664"
## [1] "2023-04-17 00:00:00 XLU 300 @ 69.2699966430664"
## [1] "2023-04-24 00:00:00 XLU -300 @ 69.9700012207031"
## [1] "2023-04-24 00:00:00 XLU -300 @ 69.9700012207031"
## [1] "2023-04-27 00:00:00 XLU 300 @ 69.0800018310547"
## [1] "2023-04-27 00:00:00 XLU 300 @ 69.0800018310547"
## [1] "2023-05-08 00:00:00 XLU -300 @ 68.8199996948242"
## [1] "2023-05-08 00:00:00 XLU -300 @ 68.8199996948242"
## [1] "2023-05-16 00:00:00 XLU 300 @ 66.6500015258789"
## [1] "2023-05-16 00:00:00 XLU 300 @ 66.6500015258789"
## [1] "2023-06-05 00:00:00 XLU -300 @ 65.4300003051758"
## [1] "2023-06-05 00:00:00 XLU -300 @ 65.4300003051758"
## [1] "2023-06-21 00:00:00 XLU 300 @ 66.5100021362305"
## [1] "2023-06-21 00:00:00 XLU 300 @ 66.5100021362305"
## [1] "2023-07-03 00:00:00 XLU -300 @ 65.9300003051758"
## [1] "2023-07-03 00:00:00 XLU -300 @ 65.9300003051758"
## [1] "2023-07-10 00:00:00 XLU 300 @ 65.1100006103516"
## [1] "2023-07-10 00:00:00 XLU 300 @ 65.1100006103516"
## [1] "2023-07-12 00:00:00 XLU -300 @ 66.879997253418"
## [1] "2023-07-12 00:00:00 XLU -300 @ 66.879997253418"
## [1] "2023-07-18 00:00:00 XLU 300 @ 65.5699996948242"
## [1] "2023-07-18 00:00:00 XLU 300 @ 65.5699996948242"
## [1] "2023-07-21 00:00:00 XLU -300 @ 68.4599990844727"
## [1] "2023-07-21 00:00:00 XLU -300 @ 68.4599990844727"
## [1] "2023-07-28 00:00:00 XLU 300 @ 67.0400009155273"
## [1] "2023-07-28 00:00:00 XLU 300 @ 67.0400009155273"
## [1] "2023-08-14 00:00:00 XLU -300 @ 64.0599975585938"
## [1] "2023-08-14 00:00:00 XLU -300 @ 64.0599975585938"
## [1] "2023-08-15 00:00:00 XLU 300 @ 63.0200004577637"
## [1] "2023-08-15 00:00:00 XLU 300 @ 63.0200004577637"
## [1] "2023-08-24 00:00:00 XLU -300 @ 63.1500015258789"
## [1] "2023-08-24 00:00:00 XLU -300 @ 63.1500015258789"
## [1] "2023-09-01 00:00:00 XLU 300 @ 62.6399993896484"
## [1] "2023-09-01 00:00:00 XLU 300 @ 62.6399993896484"
## [1] "2023-09-08 00:00:00 XLU -300 @ 63.1800003051758"
## [1] "2023-09-08 00:00:00 XLU -300 @ 63.1800003051758"
## [1] "2023-09-20 00:00:00 XLU 300 @ 64.0800018310547"
## [1] "2023-09-20 00:00:00 XLU 300 @ 64.0800018310547"
## [1] "2023-10-10 00:00:00 XLU -300 @ 58.6100006103516"
## [1] "2023-10-10 00:00:00 XLU -300 @ 58.6100006103516"
## [1] "2023-10-20 00:00:00 XLU 300 @ 58.0299987792969"
## [1] "2023-10-20 00:00:00 XLU 300 @ 58.0299987792969"
## [1] "2023-10-25 00:00:00 XLU -300 @ 59.3499984741211"
## [1] "2023-10-25 00:00:00 XLU -300 @ 59.3499984741211"
## [1] "2023-11-09 00:00:00 XLU 300 @ 60"
## [1] "2023-11-09 00:00:00 XLU 300 @ 60"
## [1] "2023-11-15 00:00:00 XLU -300 @ 61.7900009155273"
## [1] "2023-11-15 00:00:00 XLU -300 @ 61.7900009155273"
## [1] "2023-11-30 00:00:00 XLU 300 @ 62.7599983215332"
## [1] "2023-11-30 00:00:00 XLU 300 @ 62.7599983215332"
## [1] "2023-12-04 00:00:00 XLU -300 @ 63.2799987792969"
## [1] "2023-12-04 00:00:00 XLU -300 @ 63.2799987792969"
## [1] "2023-12-06 00:00:00 XLU 300 @ 63.6699981689453"
## [1] "2023-12-06 00:00:00 XLU 300 @ 63.6699981689453"
## [1] "2023-12-07 00:00:00 XLU -300 @ 63.5299987792969"
## [1] "2023-12-07 00:00:00 XLU -300 @ 63.5299987792969"
## [1] "2023-12-18 00:00:00 XLU 300 @ 63.2299995422363"
## [1] "2023-12-18 00:00:00 XLU 300 @ 63.2299995422363"
## [1] "2023-12-27 00:00:00 XLU -300 @ 62.9599990844727"
## [1] "2023-12-27 00:00:00 XLU -300 @ 62.9599990844727"
## [1] "2024-01-12 00:00:00 XLU 300 @ 63.3199996948242"
## [1] "2024-01-12 00:00:00 XLU 300 @ 63.3199996948242"
## [1] "2024-01-29 00:00:00 XLU -300 @ 61.5999984741211"
## [1] "2024-01-29 00:00:00 XLU -300 @ 61.5999984741211"
## [1] "2024-02-06 00:00:00 XLU 300 @ 60.4300003051758"
## [1] "2024-02-06 00:00:00 XLU 300 @ 60.4300003051758"
## [1] "2024-02-13 00:00:00 XLU -300 @ 59.9599990844727"
## [1] "2024-02-13 00:00:00 XLU -300 @ 59.9599990844727"
## [1] "2024-02-14 00:00:00 XLU 300 @ 60.2900009155273"
## [1] "2024-02-14 00:00:00 XLU 300 @ 60.2900009155273"
## [1] "2024-02-16 00:00:00 XLU -300 @ 61.2299995422363"
## [1] "2024-02-16 00:00:00 XLU -300 @ 61.2299995422363"
## [1] "2024-02-27 00:00:00 XLU 300 @ 61.8899993896484"
## [1] "2024-02-27 00:00:00 XLU 300 @ 61.8899993896484"
## [1] "2024-02-29 00:00:00 XLU -300 @ 62.0999984741211"
## [1] "2024-02-29 00:00:00 XLU -300 @ 62.0999984741211"
## [1] "2024-03-19 00:00:00 XLU 300 @ 63.7900009155273"
## [1] "2024-03-19 00:00:00 XLU 300 @ 63.7900009155273"
## [1] "2024-03-20 00:00:00 XLU -300 @ 63.8699989318848"
## [1] "2024-03-20 00:00:00 XLU -300 @ 63.8699989318848"
## [1] "2024-03-27 00:00:00 XLU 300 @ 65.1999969482422"
## [1] "2024-03-27 00:00:00 XLU 300 @ 65.1999969482422"
## [1] "2024-03-28 00:00:00 XLU -300 @ 65.6500015258789"
## [1] "2024-03-28 00:00:00 XLU -300 @ 65.6500015258789"
## [1] "2024-04-05 00:00:00 XLU 300 @ 65.1600036621094"
## [1] "2024-04-05 00:00:00 XLU 300 @ 65.1600036621094"
## [1] "2024-04-09 00:00:00 XLU -300 @ 65.9499969482422"
## [1] "2024-04-09 00:00:00 XLU -300 @ 65.9499969482422"
## [1] "2024-04-11 00:00:00 XLU 300 @ 64.6900024414062"
## [1] "2024-04-11 00:00:00 XLU 300 @ 64.6900024414062"
## [1] "2024-04-19 00:00:00 XLU -300 @ 65.4300003051758"
## [1] "2024-04-19 00:00:00 XLU -300 @ 65.4300003051758"
## [1] "2024-04-29 00:00:00 XLU 300 @ 67.0899963378906"
## [1] "2024-04-29 00:00:00 XLU 300 @ 67.0899963378906"
## [1] "2024-04-30 00:00:00 XLU -300 @ 66.7399978637695"
## [1] "2024-04-30 00:00:00 XLU -300 @ 66.7399978637695"
## [1] "2024-05-23 00:00:00 XLU 300 @ 70.7900009155273"
## [1] "2024-05-23 00:00:00 XLU 300 @ 70.7900009155273"
## [1] "2024-06-03 00:00:00 XLU -300 @ 71.8899993896484"
## [1] "2024-06-03 00:00:00 XLU -300 @ 71.8899993896484"
## [1] "2024-06-06 00:00:00 XLU 300 @ 70.7099990844727"
## [1] "2024-06-06 00:00:00 XLU 300 @ 70.7099990844727"
## [1] "2024-06-21 00:00:00 XLU -300 @ 69.3899993896484"
## [1] "2024-06-21 00:00:00 XLU -300 @ 69.3899993896484"
## [1] "2024-06-26 00:00:00 XLU 300 @ 68.7900009155273"
## [1] "2024-06-26 00:00:00 XLU 300 @ 68.7900009155273"
## [1] "2024-07-05 00:00:00 XLU -300 @ 68.5500030517578"
## [1] "2024-07-05 00:00:00 XLU -300 @ 68.5500030517578"
## [1] "2024-07-16 00:00:00 XLU 300 @ 70.0699996948242"
## [1] "2024-07-16 00:00:00 XLU 300 @ 70.0699996948242"
## [1] "2024-07-23 00:00:00 XLU -300 @ 70.2799987792969"
## [1] "2024-07-23 00:00:00 XLU -300 @ 70.2799987792969"
## [1] "2024-08-06 00:00:00 XLU 300 @ 72.870002746582"
## [1] "2024-08-06 00:00:00 XLU 300 @ 72.870002746582"
## [1] "2024-08-12 00:00:00 XLU -300 @ 73.7399978637695"
## [1] "2024-08-12 00:00:00 XLU -300 @ 73.7399978637695"
## [1] "2024-09-09 00:00:00 XLU 300 @ 76.6800003051758"
## [1] "2024-09-09 00:00:00 XLU 300 @ 76.6800003051758"
## [1] "2024-09-11 00:00:00 XLU -300 @ 77.2799987792969"
## [1] "2024-09-11 00:00:00 XLU -300 @ 77.2799987792969"
## [1] "2024-09-20 00:00:00 XLU 300 @ 80.0800018310547"
## [1] "2024-09-20 00:00:00 XLU 300 @ 80.0800018310547"
## [1] "2024-09-23 00:00:00 XLU -300 @ 80.3300018310547"
## [1] "2024-09-23 00:00:00 XLU -300 @ 80.3300018310547"
## [1] "2024-10-08 00:00:00 XLU 300 @ 79.4800033569336"
## [1] "2024-10-08 00:00:00 XLU 300 @ 79.4800033569336"
## [1] "2024-10-15 00:00:00 XLU -300 @ 80.6100006103516"
## [1] "2024-10-15 00:00:00 XLU -300 @ 80.6100006103516"
## [1] "2024-10-28 00:00:00 XLU 300 @ 81.0100021362305"
## [1] "2024-10-28 00:00:00 XLU 300 @ 81.0100021362305"
## [1] "2024-11-11 00:00:00 XLU -300 @ 79.4000015258789"
## [1] "2024-11-11 00:00:00 XLU -300 @ 79.4000015258789"
## [1] "2024-11-14 00:00:00 XLU 300 @ 78.0800018310547"
## [1] "2024-11-14 00:00:00 XLU 300 @ 78.0800018310547"
## [1] "2024-11-18 00:00:00 XLU -300 @ 79.9400024414062"
## [1] "2024-11-18 00:00:00 XLU -300 @ 79.9400024414062"
## [1] "2024-12-03 00:00:00 XLU 300 @ 80.4499969482422"
## [1] "2024-12-03 00:00:00 XLU 300 @ 80.4499969482422"
## [1] "2024-12-23 00:00:00 XLU -300 @ 76.0599975585938"
## [1] "2024-12-23 00:00:00 XLU -300 @ 76.0599975585938"
## [1] "2024-12-31 00:00:00 XLU 300 @ 75.6900024414062"
## [1] "2024-12-31 00:00:00 XLU 300 @ 75.6900024414062"
## [1] "2025-01-03 00:00:00 XLU -300 @ 77.0800018310547"
## [1] "2025-01-03 00:00:00 XLU -300 @ 77.0800018310547"
## [1] "2025-01-10 00:00:00 XLU 300 @ 75.5800018310547"
## [1] "2025-01-10 00:00:00 XLU 300 @ 75.5800018310547"
## [1] "2025-01-16 00:00:00 XLU -300 @ 78.7300033569336"
## [1] "2025-01-16 00:00:00 XLU -300 @ 78.7300033569336"
## [1] "2025-01-28 00:00:00 XLU 300 @ 76.5800018310547"
## [1] "2025-01-28 00:00:00 XLU 300 @ 76.5800018310547"
## [1] "2025-01-31 00:00:00 XLU -300 @ 77.879997253418"
## [1] "2025-01-31 00:00:00 XLU -300 @ 77.879997253418"
## [1] "2025-02-25 00:00:00 XLU 300 @ 79.4700012207031"
## [1] "2025-02-25 00:00:00 XLU 300 @ 79.4700012207031"
## [1] "2025-03-11 00:00:00 XLU -300 @ 77.4100036621094"
## [1] "2025-03-11 00:00:00 XLU -300 @ 77.4100036621094"
## [1] "2025-03-25 00:00:00 XLU 300 @ 76.9199981689453"
## [1] "2025-03-25 00:00:00 XLU 300 @ 76.9199981689453"
## [1] "2025-03-31 00:00:00 XLU -300 @ 78.8499984741211"
## [1] "2025-03-31 00:00:00 XLU -300 @ 78.8499984741211"
## [1] "2025-04-07 00:00:00 XLU 300 @ 73.3899993896484"
## [1] "2025-04-07 00:00:00 XLU 300 @ 73.3899993896484"
## [1] "2025-04-10 00:00:00 XLU -300 @ 75.4000015258789"
## [1] "2025-04-10 00:00:00 XLU -300 @ 75.4000015258789"
## [1] "2025-04-22 00:00:00 XLU 300 @ 78"
## [1] "2025-04-22 00:00:00 XLU 300 @ 78"
## [1] "2025-04-24 00:00:00 XLU -300 @ 78.4499969482422"
## [1] "2025-04-24 00:00:00 XLU -300 @ 78.4499969482422"
## [1] "2025-05-13 00:00:00 XLU 300 @ 79.6500015258789"
## [1] "2025-05-13 00:00:00 XLU 300 @ 79.6500015258789"
## [1] "2025-05-16 00:00:00 XLU -300 @ 82.1800003051758"
## [1] "2025-05-16 00:00:00 XLU -300 @ 82.1800003051758"
## [1] "2025-05-22 00:00:00 XLU 300 @ 80.0999984741211"
## [1] "2025-05-22 00:00:00 XLU 300 @ 80.0999984741211"
## [1] "2025-05-28 00:00:00 XLU -300 @ 80.5299987792969"
## [1] "2025-05-28 00:00:00 XLU -300 @ 80.5299987792969"
## [1] "2025-05-29 00:00:00 XLU 300 @ 81.0899963378906"
## [1] "2025-05-29 00:00:00 XLU 300 @ 81.0899963378906"
## [1] "2025-06-02 00:00:00 XLU -300 @ 82.1800003051758"
## [1] "2025-06-02 00:00:00 XLU -300 @ 82.1800003051758"
## [1] "2025-06-05 00:00:00 XLU 300 @ 80.8300018310547"
## [1] "2025-06-05 00:00:00 XLU 300 @ 80.8300018310547"
## [1] "2025-06-13 00:00:00 XLU -300 @ 81.4199981689453"
## [1] "2025-06-13 00:00:00 XLU -300 @ 81.4199981689453"
## [1] "2025-06-17 00:00:00 XLU 300 @ 80.3499984741211"
## [1] "2025-06-17 00:00:00 XLU 300 @ 80.3499984741211"
## [1] "2025-06-24 00:00:00 XLU -300 @ 81.5899963378906"
## [1] "2025-06-24 00:00:00 XLU -300 @ 81.5899963378906"
## [1] "2025-06-26 00:00:00 XLU 300 @ 81.1699981689453"
## [1] "2025-06-26 00:00:00 XLU 300 @ 81.1699981689453"
## [1] "2025-07-01 00:00:00 XLU -300 @ 81.9400024414062"
## [1] "2025-07-01 00:00:00 XLU -300 @ 81.9400024414062"
## [1] "2025-07-03 00:00:00 XLU 300 @ 81.8399963378906"
## [1] "2025-07-03 00:00:00 XLU 300 @ 81.8399963378906"
## [1] "2025-07-08 00:00:00 XLU -300 @ 81.1399993896484"
## [1] "2025-07-08 00:00:00 XLU -300 @ 81.1399993896484"
## [1] "2025-07-09 00:00:00 XLU 300 @ 81.9000015258789"
## [1] "2025-07-09 00:00:00 XLU 300 @ 81.9000015258789"
## [1] "2025-07-11 00:00:00 XLU -300 @ 82.4499969482422"
## [1] "2025-07-11 00:00:00 XLU -300 @ 82.4499969482422"
## [1] "1998-12-30 00:00:00 XLV -300 @ 25.71875"
## [1] "1999-01-14 00:00:00 XLV 300 @ 26.46875"
## [1] "1999-01-14 00:00:00 XLV 300 @ 26.46875"
## [1] "1999-01-20 00:00:00 XLV -300 @ 27.75"
## [1] "1999-01-20 00:00:00 XLV -300 @ 27.75"
## [1] "1999-01-22 00:00:00 XLV 300 @ 26.671875"
## [1] "1999-01-22 00:00:00 XLV 300 @ 26.671875"
## [1] "1999-01-29 00:00:00 XLV -300 @ 27.25"
## [1] "1999-01-29 00:00:00 XLV -300 @ 27.25"
## [1] "1999-02-03 00:00:00 XLV 300 @ 27.515625"
## [1] "1999-02-03 00:00:00 XLV 300 @ 27.515625"
## [1] "1999-02-04 00:00:00 XLV -300 @ 27.3125"
## [1] "1999-02-04 00:00:00 XLV -300 @ 27.3125"
## [1] "1999-02-08 00:00:00 XLV 300 @ 26.984375"
## [1] "1999-02-08 00:00:00 XLV 300 @ 26.984375"
## [1] "1999-02-12 00:00:00 XLV -300 @ 26.875"
## [1] "1999-02-12 00:00:00 XLV -300 @ 26.875"
## [1] "1999-02-26 00:00:00 XLV 300 @ 27.28125"
## [1] "1999-02-26 00:00:00 XLV 300 @ 27.28125"
## [1] "1999-03-05 00:00:00 XLV -300 @ 28.15625"
## [1] "1999-03-05 00:00:00 XLV -300 @ 28.15625"
## [1] "1999-03-18 00:00:00 XLV 300 @ 28.515625"
## [1] "1999-03-18 00:00:00 XLV 300 @ 28.515625"
## [1] "1999-03-19 00:00:00 XLV -300 @ 28.390625"
## [1] "1999-03-19 00:00:00 XLV -300 @ 28.390625"
## [1] "1999-03-24 00:00:00 XLV 300 @ 27.65625"
## [1] "1999-03-24 00:00:00 XLV 300 @ 27.65625"
## [1] "1999-03-26 00:00:00 XLV -300 @ 27.90625"
## [1] "1999-03-26 00:00:00 XLV -300 @ 27.90625"
## [1] "1999-04-16 00:00:00 XLV 300 @ 28.71875"
## [1] "1999-04-16 00:00:00 XLV 300 @ 28.71875"
## [1] "1999-04-22 00:00:00 XLV -300 @ 29.71875"
## [1] "1999-04-22 00:00:00 XLV -300 @ 29.71875"
## [1] "1999-04-29 00:00:00 XLV 300 @ 29.21875"
## [1] "1999-04-29 00:00:00 XLV 300 @ 29.21875"
## [1] "1999-05-12 00:00:00 XLV -300 @ 29.96875"
## [1] "1999-05-12 00:00:00 XLV -300 @ 29.96875"
## [1] "1999-05-17 00:00:00 XLV 300 @ 29.0625"
## [1] "1999-05-17 00:00:00 XLV 300 @ 29.0625"
## [1] "1999-05-21 00:00:00 XLV -300 @ 29.15625"
## [1] "1999-05-21 00:00:00 XLV -300 @ 29.15625"
## [1] "1999-05-25 00:00:00 XLV 300 @ 28.1875"
## [1] "1999-05-25 00:00:00 XLV 300 @ 28.1875"
## [1] "1999-06-04 00:00:00 XLV -300 @ 29"
## [1] "1999-06-04 00:00:00 XLV -300 @ 29"
## [1] "1999-06-11 00:00:00 XLV 300 @ 27.96875"
## [1] "1999-06-11 00:00:00 XLV 300 @ 27.96875"
## [1] "1999-06-16 00:00:00 XLV -300 @ 29"
## [1] "1999-06-16 00:00:00 XLV -300 @ 29"
## [1] "1999-06-23 00:00:00 XLV 300 @ 28.875"
## [1] "1999-06-23 00:00:00 XLV 300 @ 28.875"
## [1] "1999-06-29 00:00:00 XLV -300 @ 28.96875"
## [1] "1999-06-29 00:00:00 XLV -300 @ 28.96875"
## [1] "1999-07-21 00:00:00 XLV 300 @ 29.53125"
## [1] "1999-07-21 00:00:00 XLV 300 @ 29.53125"
## [1] "1999-07-28 00:00:00 XLV -300 @ 29.15625"
## [1] "1999-07-28 00:00:00 XLV -300 @ 29.15625"
## [1] "1999-07-30 00:00:00 XLV 300 @ 28.46875"
## [1] "1999-07-30 00:00:00 XLV 300 @ 28.46875"
## [1] "1999-08-16 00:00:00 XLV -300 @ 27.59375"
## [1] "1999-08-16 00:00:00 XLV -300 @ 27.59375"
## [1] "1999-08-25 00:00:00 XLV 300 @ 28.375"
## [1] "1999-08-25 00:00:00 XLV 300 @ 28.375"
## [1] "1999-08-26 00:00:00 XLV -300 @ 28.15625"
## [1] "1999-08-26 00:00:00 XLV -300 @ 28.15625"
## [1] "1999-08-31 00:00:00 XLV 300 @ 27.1875"
## [1] "1999-08-31 00:00:00 XLV 300 @ 27.1875"
## [1] "1999-09-07 00:00:00 XLV -300 @ 28.125"
## [1] "1999-09-07 00:00:00 XLV -300 @ 28.125"
## [1] "1999-09-15 00:00:00 XLV 300 @ 27.375"
## [1] "1999-09-15 00:00:00 XLV 300 @ 27.375"
## [1] "1999-09-20 00:00:00 XLV -300 @ 27.828125"
## [1] "1999-09-20 00:00:00 XLV -300 @ 27.828125"
## [1] "1999-09-22 00:00:00 XLV 300 @ 27.265625"
## [1] "1999-09-22 00:00:00 XLV 300 @ 27.265625"
## [1] "1999-10-01 00:00:00 XLV -300 @ 26.71875"
## [1] "1999-10-01 00:00:00 XLV -300 @ 26.71875"
## [1] "1999-10-13 00:00:00 XLV 300 @ 26.34375"
## [1] "1999-10-13 00:00:00 XLV 300 @ 26.34375"
## [1] "1999-10-21 00:00:00 XLV -300 @ 26.359375"
## [1] "1999-10-21 00:00:00 XLV -300 @ 26.359375"
## [1] "1999-11-10 00:00:00 XLV 300 @ 28.171875"
## [1] "1999-11-10 00:00:00 XLV 300 @ 28.171875"
## [1] "1999-11-12 00:00:00 XLV -300 @ 29.0625"
## [1] "1999-11-12 00:00:00 XLV -300 @ 29.0625"
## [1] "1999-11-23 00:00:00 XLV 300 @ 28.515625"
## [1] "1999-11-23 00:00:00 XLV 300 @ 28.515625"
## [1] "1999-12-03 00:00:00 XLV -300 @ 29.25"
## [1] "1999-12-03 00:00:00 XLV -300 @ 29.25"
## [1] "1999-12-16 00:00:00 XLV 300 @ 29.734375"
## [1] "1999-12-16 00:00:00 XLV 300 @ 29.734375"
## [1] "1999-12-20 00:00:00 XLV -300 @ 29.96875"
## [1] "1999-12-20 00:00:00 XLV -300 @ 29.96875"
## [1] "2000-01-04 00:00:00 XLV 300 @ 29.609375"
## [1] "2000-01-04 00:00:00 XLV 300 @ 29.609375"
## [1] "2000-01-11 00:00:00 XLV -300 @ 31.96875"
## [1] "2000-01-11 00:00:00 XLV -300 @ 31.96875"
## [1] "2000-01-19 00:00:00 XLV 300 @ 32.25"
## [1] "2000-01-19 00:00:00 XLV 300 @ 32.25"
## [1] "2000-02-03 00:00:00 XLV -300 @ 31.53125"
## [1] "2000-02-03 00:00:00 XLV -300 @ 31.53125"
## [1] "2000-02-10 00:00:00 XLV 300 @ 30.640625"
## [1] "2000-02-10 00:00:00 XLV 300 @ 30.640625"
## [1] "2000-03-02 00:00:00 XLV -300 @ 28.25"
## [1] "2000-03-02 00:00:00 XLV -300 @ 28.25"
## [1] "2000-03-07 00:00:00 XLV 300 @ 27.5625"
## [1] "2000-03-07 00:00:00 XLV 300 @ 27.5625"
## [1] "2000-03-10 00:00:00 XLV -300 @ 27.828125"
## [1] "2000-03-10 00:00:00 XLV -300 @ 27.828125"
## [1] "2000-03-30 00:00:00 XLV 300 @ 30.125"
## [1] "2000-03-30 00:00:00 XLV 300 @ 30.125"
## [1] "2000-04-07 00:00:00 XLV -300 @ 30.765625"
## [1] "2000-04-07 00:00:00 XLV -300 @ 30.765625"
## [1] "2000-04-13 00:00:00 XLV 300 @ 29.5"
## [1] "2000-04-13 00:00:00 XLV 300 @ 29.5"
## [1] "2000-04-20 00:00:00 XLV -300 @ 29.59375"
## [1] "2000-04-20 00:00:00 XLV -300 @ 29.59375"
## [1] "2000-05-03 00:00:00 XLV 300 @ 28.96875"
## [1] "2000-05-03 00:00:00 XLV 300 @ 28.96875"
## [1] "2000-05-15 00:00:00 XLV -300 @ 29.609375"
## [1] "2000-05-15 00:00:00 XLV -300 @ 29.609375"
## [1] "2000-05-22 00:00:00 XLV 300 @ 28.515625"
## [1] "2000-05-22 00:00:00 XLV 300 @ 28.515625"
## [1] "2000-05-31 00:00:00 XLV -300 @ 29.5"
## [1] "2000-05-31 00:00:00 XLV -300 @ 29.5"
## [1] "2000-06-09 00:00:00 XLV 300 @ 29.8125"
## [1] "2000-06-09 00:00:00 XLV 300 @ 29.8125"
## [1] "2000-06-12 00:00:00 XLV -300 @ 29.53125"
## [1] "2000-06-12 00:00:00 XLV -300 @ 29.53125"
## [1] "2000-06-14 00:00:00 XLV 300 @ 29.625"
## [1] "2000-06-14 00:00:00 XLV 300 @ 29.625"
## [1] "2000-06-16 00:00:00 XLV -300 @ 30.125"
## [1] "2000-06-16 00:00:00 XLV -300 @ 30.125"
## [1] "2000-06-23 00:00:00 XLV 300 @ 29.5"
## [1] "2000-06-23 00:00:00 XLV 300 @ 29.5"
## [1] "2000-06-30 00:00:00 XLV -300 @ 29.5625"
## [1] "2000-06-30 00:00:00 XLV -300 @ 29.5625"
## [1] "2000-07-12 00:00:00 XLV 300 @ 29.84375"
## [1] "2000-07-12 00:00:00 XLV 300 @ 29.84375"
## [1] "2000-07-13 00:00:00 XLV -300 @ 29.9375"
## [1] "2000-07-13 00:00:00 XLV -300 @ 29.9375"
## [1] "2000-07-19 00:00:00 XLV 300 @ 29.75"
## [1] "2000-07-19 00:00:00 XLV 300 @ 29.75"
## [1] "2000-07-21 00:00:00 XLV -300 @ 29.46875"
## [1] "2000-07-21 00:00:00 XLV -300 @ 29.46875"
## [1] "2000-07-24 00:00:00 XLV 300 @ 29.1875"
## [1] "2000-07-24 00:00:00 XLV 300 @ 29.1875"
## [1] "2000-08-02 00:00:00 XLV -300 @ 29.5"
## [1] "2000-08-02 00:00:00 XLV -300 @ 29.5"
## [1] "2000-08-10 00:00:00 XLV 300 @ 29.90625"
## [1] "2000-08-10 00:00:00 XLV 300 @ 29.90625"
## [1] "2000-08-14 00:00:00 XLV -300 @ 30.4375"
## [1] "2000-08-14 00:00:00 XLV -300 @ 30.4375"
## [1] "2000-08-17 00:00:00 XLV 300 @ 30.125"
## [1] "2000-08-17 00:00:00 XLV 300 @ 30.125"
## [1] "2000-08-22 00:00:00 XLV -300 @ 29.84375"
## [1] "2000-08-22 00:00:00 XLV -300 @ 29.84375"
## [1] "2000-08-23 00:00:00 XLV 300 @ 29.875"
## [1] "2000-08-23 00:00:00 XLV 300 @ 29.875"
## [1] "2000-08-28 00:00:00 XLV -300 @ 30"
## [1] "2000-08-28 00:00:00 XLV -300 @ 30"
## [1] "2000-09-06 00:00:00 XLV 300 @ 29.40625"
## [1] "2000-09-06 00:00:00 XLV 300 @ 29.40625"
## [1] "2000-09-14 00:00:00 XLV -300 @ 29.28125"
## [1] "2000-09-14 00:00:00 XLV -300 @ 29.28125"
## [1] "2000-09-18 00:00:00 XLV 300 @ 29.109375"
## [1] "2000-09-18 00:00:00 XLV 300 @ 29.109375"
## [1] "2000-09-29 00:00:00 XLV -300 @ 29.0625"
## [1] "2000-09-29 00:00:00 XLV -300 @ 29.0625"
## [1] "2000-10-09 00:00:00 XLV 300 @ 29.15625"
## [1] "2000-10-09 00:00:00 XLV 300 @ 29.15625"
## [1] "2000-10-23 00:00:00 XLV -300 @ 28.09375"
## [1] "2000-10-23 00:00:00 XLV -300 @ 28.09375"
## [1] "2000-11-10 00:00:00 XLV 300 @ 28.453125"
## [1] "2000-11-10 00:00:00 XLV 300 @ 28.453125"
## [1] "2000-12-06 00:00:00 XLV -300 @ 28.015625"
## [1] "2000-12-06 00:00:00 XLV -300 @ 28.015625"
## [1] "2000-12-18 00:00:00 XLV 300 @ 27.53125"
## [1] "2000-12-18 00:00:00 XLV 300 @ 27.53125"
## [1] "2000-12-28 00:00:00 XLV -300 @ 27.5625"
## [1] "2000-12-28 00:00:00 XLV -300 @ 27.5625"
## [1] "2001-01-03 00:00:00 XLV 300 @ 28.203125"
## [1] "2001-01-03 00:00:00 XLV 300 @ 28.203125"
## [1] "2001-01-04 00:00:00 XLV -300 @ 29.03125"
## [1] "2001-01-04 00:00:00 XLV -300 @ 29.03125"
## [1] "2001-01-22 00:00:00 XLV 300 @ 28.9375"
## [1] "2001-01-22 00:00:00 XLV 300 @ 28.9375"
## [1] "2001-01-24 00:00:00 XLV -300 @ 29.328125"
## [1] "2001-01-24 00:00:00 XLV -300 @ 29.328125"
## [1] "2001-01-29 00:00:00 XLV 300 @ 29.4599990844727"
## [1] "2001-01-29 00:00:00 XLV 300 @ 29.4599990844727"
## [1] "2001-01-30 00:00:00 XLV -300 @ 29.3999996185303"
## [1] "2001-01-30 00:00:00 XLV -300 @ 29.3999996185303"
## [1] "2001-02-12 00:00:00 XLV 300 @ 29.4899997711182"
## [1] "2001-02-12 00:00:00 XLV 300 @ 29.4899997711182"
## [1] "2001-02-28 00:00:00 XLV -300 @ 28.6599998474121"
## [1] "2001-02-28 00:00:00 XLV -300 @ 28.6599998474121"
## [1] "2001-03-06 00:00:00 XLV 300 @ 28.5499992370605"
## [1] "2001-03-06 00:00:00 XLV 300 @ 28.5499992370605"
## [1] "2001-03-08 00:00:00 XLV -300 @ 28.8400001525879"
## [1] "2001-03-08 00:00:00 XLV -300 @ 28.8400001525879"
## [1] "2001-03-13 00:00:00 XLV 300 @ 27.1700000762939"
## [1] "2001-03-13 00:00:00 XLV 300 @ 27.1700000762939"
## [1] "2001-03-27 00:00:00 XLV -300 @ 27.0300006866455"
## [1] "2001-03-27 00:00:00 XLV -300 @ 27.0300006866455"
## [1] "2001-04-03 00:00:00 XLV 300 @ 25.8999996185303"
## [1] "2001-04-03 00:00:00 XLV 300 @ 25.8999996185303"
## [1] "2001-04-06 00:00:00 XLV -300 @ 26.5900001525879"
## [1] "2001-04-06 00:00:00 XLV -300 @ 26.5900001525879"
## [1] "2001-04-24 00:00:00 XLV 300 @ 28.3899993896484"
## [1] "2001-04-24 00:00:00 XLV 300 @ 28.3899993896484"
## [1] "2001-04-26 00:00:00 XLV -300 @ 29.0799999237061"
## [1] "2001-04-26 00:00:00 XLV -300 @ 29.0799999237061"
## [1] "2001-05-04 00:00:00 XLV 300 @ 28.8600006103516"
## [1] "2001-05-04 00:00:00 XLV 300 @ 28.8600006103516"
## [1] "2001-05-14 00:00:00 XLV -300 @ 28.8299999237061"
## [1] "2001-05-14 00:00:00 XLV -300 @ 28.8299999237061"
## [1] "2001-05-24 00:00:00 XLV 300 @ 30.4599990844727"
## [1] "2001-05-24 00:00:00 XLV 300 @ 30.4599990844727"
## [1] "2001-06-06 00:00:00 XLV -300 @ 29.8899993896484"
## [1] "2001-06-06 00:00:00 XLV -300 @ 29.8899993896484"
## [1] "2001-06-12 00:00:00 XLV 300 @ 29.6800003051758"
## [1] "2001-06-12 00:00:00 XLV 300 @ 29.6800003051758"
## [1] "2001-06-21 00:00:00 XLV -300 @ 29.4899997711182"
## [1] "2001-06-21 00:00:00 XLV -300 @ 29.4899997711182"
## [1] "2001-06-27 00:00:00 XLV 300 @ 29.2000007629395"
## [1] "2001-06-27 00:00:00 XLV 300 @ 29.2000007629395"
## [1] "2001-06-29 00:00:00 XLV -300 @ 29.5499992370605"
## [1] "2001-06-29 00:00:00 XLV -300 @ 29.5499992370605"
## [1] "2001-07-06 00:00:00 XLV 300 @ 28.8600006103516"
## [1] "2001-07-06 00:00:00 XLV 300 @ 28.8600006103516"
## [1] "2001-07-13 00:00:00 XLV -300 @ 29.1599998474121"
## [1] "2001-07-13 00:00:00 XLV -300 @ 29.1599998474121"
## [1] "2001-07-20 00:00:00 XLV 300 @ 28.8299999237061"
## [1] "2001-07-20 00:00:00 XLV 300 @ 28.8299999237061"
## [1] "2001-07-27 00:00:00 XLV -300 @ 29.1700000762939"
## [1] "2001-07-27 00:00:00 XLV -300 @ 29.1700000762939"
## [1] "2001-08-07 00:00:00 XLV 300 @ 28.8799991607666"
## [1] "2001-08-07 00:00:00 XLV 300 @ 28.8799991607666"
## [1] "2001-08-14 00:00:00 XLV -300 @ 28.4500007629395"
## [1] "2001-08-14 00:00:00 XLV -300 @ 28.4500007629395"
## [1] "2001-08-15 00:00:00 XLV 300 @ 28.0599994659424"
## [1] "2001-08-15 00:00:00 XLV 300 @ 28.0599994659424"
## [1] "2001-08-22 00:00:00 XLV -300 @ 28.1499996185303"
## [1] "2001-08-22 00:00:00 XLV -300 @ 28.1499996185303"
## [1] "2001-08-29 00:00:00 XLV 300 @ 27.7999992370605"
## [1] "2001-08-29 00:00:00 XLV 300 @ 27.7999992370605"
## [1] "2001-09-28 00:00:00 XLV -300 @ 23.5"
## [1] "2001-09-28 00:00:00 XLV -300 @ 23.5"
## [1] "2001-10-09 00:00:00 XLV 300 @ 23.5"
## [1] "2001-10-09 00:00:00 XLV 300 @ 23.5"
## [1] "2001-10-11 00:00:00 XLV -300 @ 24.5799999237061"
## [1] "2001-10-11 00:00:00 XLV -300 @ 24.5799999237061"
## [1] "2001-10-18 00:00:00 XLV 300 @ 23.5699996948242"
## [1] "2001-10-18 00:00:00 XLV 300 @ 23.5699996948242"
## [1] "2001-10-23 00:00:00 XLV -300 @ 24.2999992370605"
## [1] "2001-10-23 00:00:00 XLV -300 @ 24.2999992370605"
## [1] "2001-10-30 00:00:00 XLV 300 @ 23.3099994659424"
## [1] "2001-10-30 00:00:00 XLV 300 @ 23.3099994659424"
## [1] "2001-11-02 00:00:00 XLV -300 @ 24.0799999237061"
## [1] "2001-11-02 00:00:00 XLV -300 @ 24.0799999237061"
## [1] "2001-11-29 00:00:00 XLV 300 @ 26.25"
## [1] "2001-11-29 00:00:00 XLV 300 @ 26.25"
## [1] "2001-12-05 00:00:00 XLV -300 @ 27.6499996185303"
## [1] "2001-12-05 00:00:00 XLV -300 @ 27.6499996185303"
## [1] "2001-12-11 00:00:00 XLV 300 @ 27.1499996185303"
## [1] "2001-12-11 00:00:00 XLV 300 @ 27.1499996185303"
## [1] "2001-12-19 00:00:00 XLV -300 @ 26.8999996185303"
## [1] "2001-12-19 00:00:00 XLV -300 @ 26.8999996185303"
## [1] "2001-12-21 00:00:00 XLV 300 @ 26.4799995422363"
## [1] "2001-12-21 00:00:00 XLV 300 @ 26.4799995422363"
## [1] "2001-12-27 00:00:00 XLV -300 @ 27.1000003814697"
## [1] "2001-12-27 00:00:00 XLV -300 @ 27.1000003814697"
## [1] "2002-01-14 00:00:00 XLV 300 @ 27.3500003814697"
## [1] "2002-01-14 00:00:00 XLV 300 @ 27.3500003814697"
## [1] "2002-01-28 00:00:00 XLV -300 @ 27.1000003814697"
## [1] "2002-01-28 00:00:00 XLV -300 @ 27.1000003814697"
## [1] "2002-01-30 00:00:00 XLV 300 @ 26.4799995422363"
## [1] "2002-01-30 00:00:00 XLV 300 @ 26.4799995422363"
## [1] "2002-02-08 00:00:00 XLV -300 @ 27.25"
## [1] "2002-02-08 00:00:00 XLV -300 @ 27.25"
## [1] "2002-02-19 00:00:00 XLV 300 @ 26.8999996185303"
## [1] "2002-02-19 00:00:00 XLV 300 @ 26.8999996185303"
## [1] "2002-02-26 00:00:00 XLV -300 @ 28"
## [1] "2002-02-26 00:00:00 XLV -300 @ 28"
## [1] "2002-03-14 00:00:00 XLV 300 @ 29.1000003814697"
## [1] "2002-03-14 00:00:00 XLV 300 @ 29.1000003814697"
## [1] "2002-03-18 00:00:00 XLV -300 @ 29.8799991607666"
## [1] "2002-03-18 00:00:00 XLV -300 @ 29.8799991607666"
## [1] "2002-03-22 00:00:00 XLV 300 @ 29.5100002288818"
## [1] "2002-03-22 00:00:00 XLV 300 @ 29.5100002288818"
## [1] "2002-04-01 00:00:00 XLV -300 @ 29.3199996948242"
## [1] "2002-04-01 00:00:00 XLV -300 @ 29.3199996948242"
## [1] "2002-04-03 00:00:00 XLV 300 @ 28.7700004577637"
## [1] "2002-04-03 00:00:00 XLV 300 @ 28.7700004577637"
## [1] "2002-04-08 00:00:00 XLV -300 @ 29.6499996185303"
## [1] "2002-04-08 00:00:00 XLV -300 @ 29.6499996185303"
## [1] "2002-04-12 00:00:00 XLV 300 @ 29.5599994659424"
## [1] "2002-04-12 00:00:00 XLV 300 @ 29.5599994659424"
## [1] "2002-04-17 00:00:00 XLV -300 @ 29.8099994659424"
## [1] "2002-04-17 00:00:00 XLV -300 @ 29.8099994659424"
## [1] "2002-04-24 00:00:00 XLV 300 @ 30.2000007629395"
## [1] "2002-04-24 00:00:00 XLV 300 @ 30.2000007629395"
## [1] "2002-04-26 00:00:00 XLV -300 @ 29.7999992370605"
## [1] "2002-04-26 00:00:00 XLV -300 @ 29.7999992370605"
## [1] "2002-04-29 00:00:00 XLV 300 @ 29.1200008392334"
## [1] "2002-04-29 00:00:00 XLV 300 @ 29.1200008392334"
## [1] "2002-05-02 00:00:00 XLV -300 @ 29.8400001525879"
## [1] "2002-05-02 00:00:00 XLV -300 @ 29.8400001525879"
## [1] "2002-05-07 00:00:00 XLV 300 @ 29.1499996185303"
## [1] "2002-05-07 00:00:00 XLV 300 @ 29.1499996185303"
## [1] "2002-05-09 00:00:00 XLV -300 @ 29.4599990844727"
## [1] "2002-05-09 00:00:00 XLV -300 @ 29.4599990844727"
## [1] "2002-05-13 00:00:00 XLV 300 @ 29.4099998474121"
## [1] "2002-05-13 00:00:00 XLV 300 @ 29.4099998474121"
## [1] "2002-05-15 00:00:00 XLV -300 @ 30.2000007629395"
## [1] "2002-05-15 00:00:00 XLV -300 @ 30.2000007629395"
## [1] "2002-05-21 00:00:00 XLV 300 @ 29.7399997711182"
## [1] "2002-05-21 00:00:00 XLV 300 @ 29.7399997711182"
## [1] "2002-06-03 00:00:00 XLV -300 @ 29.3099994659424"
## [1] "2002-06-03 00:00:00 XLV -300 @ 29.3099994659424"
## [1] "2002-06-04 00:00:00 XLV 300 @ 29.2399997711182"
## [1] "2002-06-04 00:00:00 XLV 300 @ 29.2399997711182"
## [1] "2002-06-18 00:00:00 XLV -300 @ 28.7199993133545"
## [1] "2002-06-18 00:00:00 XLV -300 @ 28.7199993133545"
## [1] "2002-06-21 00:00:00 XLV 300 @ 27.2700004577637"
## [1] "2002-06-21 00:00:00 XLV 300 @ 27.2700004577637"
## [1] "2002-06-28 00:00:00 XLV -300 @ 27.6800003051758"
## [1] "2002-06-28 00:00:00 XLV -300 @ 27.6800003051758"
## [1] "2002-07-02 00:00:00 XLV 300 @ 25.9200000762939"
## [1] "2002-07-02 00:00:00 XLV 300 @ 25.9200000762939"
## [1] "2002-07-08 00:00:00 XLV -300 @ 26.5"
## [1] "2002-07-08 00:00:00 XLV -300 @ 26.5"
## [1] "2002-07-10 00:00:00 XLV 300 @ 24.1200008392334"
## [1] "2002-07-10 00:00:00 XLV 300 @ 24.1200008392334"
## [1] "2002-07-18 00:00:00 XLV -300 @ 23.6399993896484"
## [1] "2002-07-18 00:00:00 XLV -300 @ 23.6399993896484"
## [1] "2002-07-19 00:00:00 XLV 300 @ 22.6700000762939"
## [1] "2002-07-19 00:00:00 XLV 300 @ 22.6700000762939"
## [1] "2002-07-25 00:00:00 XLV -300 @ 24.2900009155273"
## [1] "2002-07-25 00:00:00 XLV -300 @ 24.2900009155273"
## [1] "2002-08-06 00:00:00 XLV 300 @ 25.4200000762939"
## [1] "2002-08-06 00:00:00 XLV 300 @ 25.4200000762939"
## [1] "2002-08-08 00:00:00 XLV -300 @ 27.25"
## [1] "2002-08-08 00:00:00 XLV -300 @ 27.25"
## [1] "2002-08-14 00:00:00 XLV 300 @ 27.2700004577637"
## [1] "2002-08-14 00:00:00 XLV 300 @ 27.2700004577637"
## [1] "2002-08-16 00:00:00 XLV -300 @ 27.2399997711182"
## [1] "2002-08-16 00:00:00 XLV -300 @ 27.2399997711182"
## [1] "2002-08-28 00:00:00 XLV 300 @ 27.1499996185303"
## [1] "2002-08-28 00:00:00 XLV 300 @ 27.1499996185303"
## [1] "2002-09-10 00:00:00 XLV -300 @ 26.8999996185303"
## [1] "2002-09-10 00:00:00 XLV -300 @ 26.8999996185303"
## [1] "2002-09-13 00:00:00 XLV 300 @ 26.6399993896484"
## [1] "2002-09-13 00:00:00 XLV 300 @ 26.6399993896484"
## [1] "2002-09-26 00:00:00 XLV -300 @ 26.4799995422363"
## [1] "2002-09-26 00:00:00 XLV -300 @ 26.4799995422363"
## [1] "2002-09-30 00:00:00 XLV 300 @ 25.3799991607666"
## [1] "2002-09-30 00:00:00 XLV 300 @ 25.3799991607666"
## [1] "2002-10-02 00:00:00 XLV -300 @ 26.1900005340576"
## [1] "2002-10-02 00:00:00 XLV -300 @ 26.1900005340576"
## [1] "2002-10-07 00:00:00 XLV 300 @ 25.2099990844727"
## [1] "2002-10-07 00:00:00 XLV 300 @ 25.2099990844727"
## [1] "2002-10-09 00:00:00 XLV -300 @ 25.6800003051758"
## [1] "2002-10-09 00:00:00 XLV -300 @ 25.6800003051758"
## [1] "2002-10-23 00:00:00 XLV 300 @ 27.2999992370605"
## [1] "2002-10-23 00:00:00 XLV 300 @ 27.2999992370605"
## [1] "2002-11-05 00:00:00 XLV -300 @ 27.5100002288818"
## [1] "2002-11-05 00:00:00 XLV -300 @ 27.5100002288818"
## [1] "2002-11-12 00:00:00 XLV 300 @ 27.4099998474121"
## [1] "2002-11-12 00:00:00 XLV 300 @ 27.4099998474121"
## [1] "2002-11-18 00:00:00 XLV -300 @ 27.6299991607666"
## [1] "2002-11-18 00:00:00 XLV -300 @ 27.6299991607666"
## [1] "2002-11-26 00:00:00 XLV 300 @ 27.2800006866455"
## [1] "2002-11-26 00:00:00 XLV 300 @ 27.2800006866455"
## [1] "2002-12-24 00:00:00 XLV -300 @ 27"
## [1] "2002-12-24 00:00:00 XLV -300 @ 27"
## [1] "2002-12-27 00:00:00 XLV 300 @ 26.1900005340576"
## [1] "2002-12-27 00:00:00 XLV 300 @ 26.1900005340576"
## [1] "2003-01-03 00:00:00 XLV -300 @ 27.5499992370605"
## [1] "2003-01-03 00:00:00 XLV -300 @ 27.5499992370605"
## [1] "2003-01-09 00:00:00 XLV 300 @ 27.5200004577637"
## [1] "2003-01-09 00:00:00 XLV 300 @ 27.5200004577637"
## [1] "2003-02-19 00:00:00 XLV -300 @ 25.8199996948242"
## [1] "2003-02-19 00:00:00 XLV -300 @ 25.8199996948242"
## [1] "2003-02-25 00:00:00 XLV 300 @ 25.6200008392334"
## [1] "2003-02-25 00:00:00 XLV 300 @ 25.6200008392334"
## [1] "2003-02-28 00:00:00 XLV -300 @ 25.8700008392334"
## [1] "2003-02-28 00:00:00 XLV -300 @ 25.8700008392334"
## [1] "2003-03-05 00:00:00 XLV 300 @ 25.7000007629395"
## [1] "2003-03-05 00:00:00 XLV 300 @ 25.7000007629395"
## [1] "2003-03-10 00:00:00 XLV -300 @ 25.5599994659424"
## [1] "2003-03-10 00:00:00 XLV -300 @ 25.5599994659424"
## [1] "2003-03-11 00:00:00 XLV 300 @ 25.2199993133545"
## [1] "2003-03-11 00:00:00 XLV 300 @ 25.2199993133545"
## [1] "2003-03-14 00:00:00 XLV -300 @ 25.4500007629395"
## [1] "2003-03-14 00:00:00 XLV -300 @ 25.4500007629395"
## [1] "2003-04-01 00:00:00 XLV 300 @ 27.0900001525879"
## [1] "2003-04-01 00:00:00 XLV 300 @ 27.0900001525879"
## [1] "2003-04-03 00:00:00 XLV -300 @ 27.4200000762939"
## [1] "2003-04-03 00:00:00 XLV -300 @ 27.4200000762939"
## [1] "2003-04-10 00:00:00 XLV 300 @ 26.9099998474121"
## [1] "2003-04-10 00:00:00 XLV 300 @ 26.9099998474121"
## [1] "2003-04-15 00:00:00 XLV -300 @ 27.0499992370605"
## [1] "2003-04-15 00:00:00 XLV -300 @ 27.0499992370605"
## [1] "2003-04-17 00:00:00 XLV 300 @ 26.6700000762939"
## [1] "2003-04-17 00:00:00 XLV 300 @ 26.6700000762939"
## [1] "2003-04-23 00:00:00 XLV -300 @ 27.4200000762939"
## [1] "2003-04-23 00:00:00 XLV -300 @ 27.4200000762939"
## [1] "2003-05-08 00:00:00 XLV 300 @ 27.8500003814697"
## [1] "2003-05-08 00:00:00 XLV 300 @ 27.8500003814697"
## [1] "2003-05-12 00:00:00 XLV -300 @ 28.4400005340576"
## [1] "2003-05-12 00:00:00 XLV -300 @ 28.4400005340576"
## [1] "2003-05-20 00:00:00 XLV 300 @ 27.3400001525879"
## [1] "2003-05-20 00:00:00 XLV 300 @ 27.3400001525879"
## [1] "2003-05-28 00:00:00 XLV -300 @ 28.0900001525879"
## [1] "2003-05-28 00:00:00 XLV -300 @ 28.0900001525879"
## [1] "2003-06-20 00:00:00 XLV 300 @ 30.2000007629395"
## [1] "2003-06-20 00:00:00 XLV 300 @ 30.2000007629395"
## [1] "2003-06-27 00:00:00 XLV -300 @ 29.5200004577637"
## [1] "2003-06-27 00:00:00 XLV -300 @ 29.5200004577637"
## [1] "2003-06-30 00:00:00 XLV 300 @ 29.3299999237061"
## [1] "2003-06-30 00:00:00 XLV 300 @ 29.3299999237061"
## [1] "2003-07-03 00:00:00 XLV -300 @ 29.5900001525879"
## [1] "2003-07-03 00:00:00 XLV -300 @ 29.5900001525879"
## [1] "2003-07-10 00:00:00 XLV 300 @ 29.3099994659424"
## [1] "2003-07-10 00:00:00 XLV 300 @ 29.3099994659424"
## [1] "2003-08-08 00:00:00 XLV -300 @ 28.5699996948242"
## [1] "2003-08-08 00:00:00 XLV -300 @ 28.5699996948242"
## [1] "2003-08-14 00:00:00 XLV 300 @ 28.1599998474121"
## [1] "2003-08-14 00:00:00 XLV 300 @ 28.1599998474121"
## [1] "2003-09-02 00:00:00 XLV -300 @ 28.2399997711182"
## [1] "2003-09-02 00:00:00 XLV -300 @ 28.2399997711182"
## [1] "2003-09-22 00:00:00 XLV 300 @ 28.3999996185303"
## [1] "2003-09-22 00:00:00 XLV 300 @ 28.3999996185303"
## [1] "2003-10-02 00:00:00 XLV -300 @ 28.5"
## [1] "2003-10-02 00:00:00 XLV -300 @ 28.5"
## [1] "2003-10-09 00:00:00 XLV 300 @ 28.1299991607666"
## [1] "2003-10-09 00:00:00 XLV 300 @ 28.1299991607666"
## [1] "2003-10-15 00:00:00 XLV -300 @ 28.1200008392334"
## [1] "2003-10-15 00:00:00 XLV -300 @ 28.1200008392334"
## [1] "2003-10-20 00:00:00 XLV 300 @ 28.0900001525879"
## [1] "2003-10-20 00:00:00 XLV 300 @ 28.0900001525879"
## [1] "2003-10-22 00:00:00 XLV -300 @ 27.5900001525879"
## [1] "2003-10-22 00:00:00 XLV -300 @ 27.5900001525879"
## [1] "2003-10-23 00:00:00 XLV 300 @ 27.8700008392334"
## [1] "2003-10-23 00:00:00 XLV 300 @ 27.8700008392334"
## [1] "2003-10-29 00:00:00 XLV -300 @ 28.0200004577637"
## [1] "2003-10-29 00:00:00 XLV -300 @ 28.0200004577637"
## [1] "2003-10-31 00:00:00 XLV 300 @ 28"
## [1] "2003-10-31 00:00:00 XLV 300 @ 28"
## [1] "2003-11-13 00:00:00 XLV -300 @ 28.6100006103516"
## [1] "2003-11-13 00:00:00 XLV -300 @ 28.6100006103516"
## [1] "2003-11-24 00:00:00 XLV 300 @ 28.7999992370605"
## [1] "2003-11-24 00:00:00 XLV 300 @ 28.7999992370605"
## [1] "2003-12-02 00:00:00 XLV -300 @ 29.0799999237061"
## [1] "2003-12-02 00:00:00 XLV -300 @ 29.0799999237061"
## [1] "2003-12-08 00:00:00 XLV 300 @ 29.2000007629395"
## [1] "2003-12-08 00:00:00 XLV 300 @ 29.2000007629395"
## [1] "2003-12-12 00:00:00 XLV -300 @ 29.3299999237061"
## [1] "2003-12-12 00:00:00 XLV -300 @ 29.3299999237061"
## [1] "2004-01-12 00:00:00 XLV 300 @ 30.2700004577637"
## [1] "2004-01-12 00:00:00 XLV 300 @ 30.2700004577637"
## [1] "2004-01-16 00:00:00 XLV -300 @ 30.4599990844727"
## [1] "2004-01-16 00:00:00 XLV -300 @ 30.4599990844727"
## [1] "2004-01-29 00:00:00 XLV 300 @ 31.1499996185303"
## [1] "2004-01-29 00:00:00 XLV 300 @ 31.1499996185303"
## [1] "2004-01-30 00:00:00 XLV -300 @ 30.9799995422363"
## [1] "2004-01-30 00:00:00 XLV -300 @ 30.9799995422363"
## [1] "2004-02-17 00:00:00 XLV 300 @ 31.7399997711182"
## [1] "2004-02-17 00:00:00 XLV 300 @ 31.7399997711182"
## [1] "2004-03-05 00:00:00 XLV -300 @ 31.6299991607666"
## [1] "2004-03-05 00:00:00 XLV -300 @ 31.6299991607666"
## [1] "2004-03-10 00:00:00 XLV 300 @ 30.7600002288818"
## [1] "2004-03-10 00:00:00 XLV 300 @ 30.7600002288818"
## [1] "2004-03-29 00:00:00 XLV -300 @ 29.8299999237061"
## [1] "2004-03-29 00:00:00 XLV -300 @ 29.8299999237061"
## [1] "2004-04-12 00:00:00 XLV 300 @ 30.6499996185303"
## [1] "2004-04-12 00:00:00 XLV 300 @ 30.6499996185303"
## [1] "2004-04-16 00:00:00 XLV -300 @ 31.4799995422363"
## [1] "2004-04-16 00:00:00 XLV -300 @ 31.4799995422363"
## [1] "2004-04-21 00:00:00 XLV 300 @ 31.1900005340576"
## [1] "2004-04-21 00:00:00 XLV 300 @ 31.1900005340576"
## [1] "2004-04-23 00:00:00 XLV -300 @ 31.3500003814697"
## [1] "2004-04-23 00:00:00 XLV -300 @ 31.3500003814697"
## [1] "2004-04-29 00:00:00 XLV 300 @ 30.8299999237061"
## [1] "2004-04-29 00:00:00 XLV 300 @ 30.8299999237061"
## [1] "2004-05-04 00:00:00 XLV -300 @ 31.2099990844727"
## [1] "2004-05-04 00:00:00 XLV -300 @ 31.2099990844727"
## [1] "2004-05-10 00:00:00 XLV 300 @ 30.6599998474121"
## [1] "2004-05-10 00:00:00 XLV 300 @ 30.6599998474121"
## [1] "2004-05-26 00:00:00 XLV -300 @ 30.4599990844727"
## [1] "2004-05-26 00:00:00 XLV -300 @ 30.4599990844727"
## [1] "2004-06-10 00:00:00 XLV 300 @ 31.0799999237061"
## [1] "2004-06-10 00:00:00 XLV 300 @ 31.0799999237061"
## [1] "2004-07-01 00:00:00 XLV -300 @ 30.1299991607666"
## [1] "2004-07-01 00:00:00 XLV -300 @ 30.1299991607666"
## [1] "2004-07-02 00:00:00 XLV 300 @ 30.1100006103516"
## [1] "2004-07-02 00:00:00 XLV 300 @ 30.1100006103516"
## [1] "2004-07-15 00:00:00 XLV -300 @ 29.5699996948242"
## [1] "2004-07-15 00:00:00 XLV -300 @ 29.5699996948242"
## [1] "2004-07-16 00:00:00 XLV 300 @ 29.3099994659424"
## [1] "2004-07-16 00:00:00 XLV 300 @ 29.3099994659424"
## [1] "2004-08-02 00:00:00 XLV -300 @ 28.8899993896484"
## [1] "2004-08-02 00:00:00 XLV -300 @ 28.8899993896484"
## [1] "2004-08-05 00:00:00 XLV 300 @ 28.2700004577637"
## [1] "2004-08-05 00:00:00 XLV 300 @ 28.2700004577637"
## [1] "2004-08-12 00:00:00 XLV -300 @ 28.4699993133545"
## [1] "2004-08-12 00:00:00 XLV -300 @ 28.4699993133545"
## [1] "2004-08-31 00:00:00 XLV 300 @ 29.3899993896484"
## [1] "2004-08-31 00:00:00 XLV 300 @ 29.3899993896484"
## [1] "2004-09-02 00:00:00 XLV -300 @ 29.8099994659424"
## [1] "2004-09-02 00:00:00 XLV -300 @ 29.8099994659424"
## [1] "2004-09-13 00:00:00 XLV 300 @ 29.75"
## [1] "2004-09-13 00:00:00 XLV 300 @ 29.75"
## [1] "2004-09-15 00:00:00 XLV -300 @ 29.8600006103516"
## [1] "2004-09-15 00:00:00 XLV -300 @ 29.8600006103516"
## [1] "2004-09-21 00:00:00 XLV 300 @ 29.6700000762939"
## [1] "2004-09-21 00:00:00 XLV 300 @ 29.6700000762939"
## [1] "2004-09-30 00:00:00 XLV -300 @ 28.7900009155273"
## [1] "2004-09-30 00:00:00 XLV -300 @ 28.7900009155273"
## [1] "2004-10-01 00:00:00 XLV 300 @ 29.0599994659424"
## [1] "2004-10-01 00:00:00 XLV 300 @ 29.0599994659424"
## [1] "2004-10-19 00:00:00 XLV -300 @ 27.5100002288818"
## [1] "2004-10-19 00:00:00 XLV -300 @ 27.5100002288818"
## [1] "2004-10-20 00:00:00 XLV 300 @ 27.5"
## [1] "2004-10-20 00:00:00 XLV 300 @ 27.5"
## [1] "2004-10-27 00:00:00 XLV -300 @ 28.1200008392334"
## [1] "2004-10-27 00:00:00 XLV -300 @ 28.1200008392334"
## [1] "2004-11-03 00:00:00 XLV 300 @ 28.5"
## [1] "2004-11-03 00:00:00 XLV 300 @ 28.5"
## [1] "2004-11-04 00:00:00 XLV -300 @ 28.5599994659424"
## [1] "2004-11-04 00:00:00 XLV -300 @ 28.5599994659424"
## [1] "2004-11-19 00:00:00 XLV 300 @ 28.4099998474121"
## [1] "2004-11-19 00:00:00 XLV 300 @ 28.4099998474121"
## [1] "2004-11-29 00:00:00 XLV -300 @ 28.6000003814697"
## [1] "2004-11-29 00:00:00 XLV -300 @ 28.6000003814697"
## [1] "2004-12-08 00:00:00 XLV 300 @ 29.3199996948242"
## [1] "2004-12-08 00:00:00 XLV 300 @ 29.3199996948242"
## [1] "2004-12-09 00:00:00 XLV -300 @ 29.5100002288818"
## [1] "2004-12-09 00:00:00 XLV -300 @ 29.5100002288818"
## [1] "2004-12-20 00:00:00 XLV 300 @ 29.3400001525879"
## [1] "2004-12-20 00:00:00 XLV 300 @ 29.3400001525879"
## [1] "2004-12-27 00:00:00 XLV -300 @ 29.9200000762939"
## [1] "2004-12-27 00:00:00 XLV -300 @ 29.9200000762939"
## [1] "2005-01-04 00:00:00 XLV 300 @ 29.6000003814697"
## [1] "2005-01-04 00:00:00 XLV 300 @ 29.6000003814697"
## [1] "2005-01-11 00:00:00 XLV -300 @ 29.7999992370605"
## [1] "2005-01-11 00:00:00 XLV -300 @ 29.7999992370605"
## [1] "2005-01-14 00:00:00 XLV 300 @ 29.6700000762939"
## [1] "2005-01-14 00:00:00 XLV 300 @ 29.6700000762939"
## [1] "2005-01-19 00:00:00 XLV -300 @ 29.7199993133545"
## [1] "2005-01-19 00:00:00 XLV -300 @ 29.7199993133545"
## [1] "2005-01-21 00:00:00 XLV 300 @ 29.3700008392334"
## [1] "2005-01-21 00:00:00 XLV 300 @ 29.3700008392334"
## [1] "2005-01-27 00:00:00 XLV -300 @ 29.4400005340576"
## [1] "2005-01-27 00:00:00 XLV -300 @ 29.4400005340576"
## [1] "2005-01-31 00:00:00 XLV 300 @ 29.25"
## [1] "2005-01-31 00:00:00 XLV 300 @ 29.25"
## [1] "2005-02-02 00:00:00 XLV -300 @ 29.6499996185303"
## [1] "2005-02-02 00:00:00 XLV -300 @ 29.6499996185303"
## [1] "2005-02-10 00:00:00 XLV 300 @ 29.6499996185303"
## [1] "2005-02-10 00:00:00 XLV 300 @ 29.6499996185303"
## [1] "2005-02-14 00:00:00 XLV -300 @ 29.9699993133545"
## [1] "2005-02-14 00:00:00 XLV -300 @ 29.9699993133545"
## [1] "2005-02-18 00:00:00 XLV 300 @ 30.3299999237061"
## [1] "2005-02-18 00:00:00 XLV 300 @ 30.3299999237061"
## [1] "2005-02-22 00:00:00 XLV -300 @ 29.9699993133545"
## [1] "2005-02-22 00:00:00 XLV -300 @ 29.9699993133545"
## [1] "2005-03-10 00:00:00 XLV 300 @ 30.4400005340576"
## [1] "2005-03-10 00:00:00 XLV 300 @ 30.4400005340576"
## [1] "2005-03-24 00:00:00 XLV -300 @ 29.7999992370605"
## [1] "2005-03-24 00:00:00 XLV -300 @ 29.7999992370605"
## [1] "2005-03-30 00:00:00 XLV 300 @ 30.1499996185303"
## [1] "2005-03-30 00:00:00 XLV 300 @ 30.1499996185303"
## [1] "2005-03-31 00:00:00 XLV -300 @ 29.8600006103516"
## [1] "2005-03-31 00:00:00 XLV -300 @ 29.8600006103516"
## [1] "2005-04-04 00:00:00 XLV 300 @ 29.75"
## [1] "2005-04-04 00:00:00 XLV 300 @ 29.75"
## [1] "2005-04-06 00:00:00 XLV -300 @ 30.3700008392334"
## [1] "2005-04-06 00:00:00 XLV -300 @ 30.3700008392334"
## [1] "2005-04-20 00:00:00 XLV 300 @ 30.1900005340576"
## [1] "2005-04-20 00:00:00 XLV 300 @ 30.1900005340576"
## [1] "2005-05-02 00:00:00 XLV -300 @ 31.0300006866455"
## [1] "2005-05-02 00:00:00 XLV -300 @ 31.0300006866455"
## [1] "2005-05-16 00:00:00 XLV 300 @ 31.4500007629395"
## [1] "2005-05-16 00:00:00 XLV 300 @ 31.4500007629395"
## [1] "2005-05-17 00:00:00 XLV -300 @ 31.4300003051758"
## [1] "2005-05-17 00:00:00 XLV -300 @ 31.4300003051758"
## [1] "2005-05-26 00:00:00 XLV 300 @ 31.4899997711182"
## [1] "2005-05-26 00:00:00 XLV 300 @ 31.4899997711182"
## [1] "2005-06-14 00:00:00 XLV -300 @ 31.5200004577637"
## [1] "2005-06-14 00:00:00 XLV -300 @ 31.5200004577637"
## [1] "2005-06-23 00:00:00 XLV 300 @ 31.25"
## [1] "2005-06-23 00:00:00 XLV 300 @ 31.25"
## [1] "2005-07-11 00:00:00 XLV -300 @ 31.3600006103516"
## [1] "2005-07-11 00:00:00 XLV -300 @ 31.3600006103516"
## [1] "2005-07-14 00:00:00 XLV 300 @ 31.3600006103516"
## [1] "2005-07-14 00:00:00 XLV 300 @ 31.3600006103516"
## [1] "2005-07-15 00:00:00 XLV -300 @ 31.5100002288818"
## [1] "2005-07-15 00:00:00 XLV -300 @ 31.5100002288818"
## [1] "2005-07-26 00:00:00 XLV 300 @ 31.3600006103516"
## [1] "2005-07-26 00:00:00 XLV 300 @ 31.3600006103516"
## [1] "2005-07-28 00:00:00 XLV -300 @ 31.9500007629395"
## [1] "2005-07-28 00:00:00 XLV -300 @ 31.9500007629395"
## [1] "2005-08-05 00:00:00 XLV 300 @ 31.5499992370605"
## [1] "2005-08-05 00:00:00 XLV 300 @ 31.5499992370605"
## [1] "2005-08-10 00:00:00 XLV -300 @ 31.7399997711182"
## [1] "2005-08-10 00:00:00 XLV -300 @ 31.7399997711182"
## [1] "2005-08-17 00:00:00 XLV 300 @ 31.6100006103516"
## [1] "2005-08-17 00:00:00 XLV 300 @ 31.6100006103516"
## [1] "2005-08-30 00:00:00 XLV -300 @ 31.2999992370605"
## [1] "2005-08-30 00:00:00 XLV -300 @ 31.2999992370605"
## [1] "2005-09-14 00:00:00 XLV 300 @ 31.8700008392334"
## [1] "2005-09-14 00:00:00 XLV 300 @ 31.8700008392334"
## [1] "2005-10-04 00:00:00 XLV -300 @ 31.5100002288818"
## [1] "2005-10-04 00:00:00 XLV -300 @ 31.5100002288818"
## [1] "2005-10-06 00:00:00 XLV 300 @ 30.7800006866455"
## [1] "2005-10-06 00:00:00 XLV 300 @ 30.7800006866455"
## [1] "2005-10-17 00:00:00 XLV -300 @ 30.7999992370605"
## [1] "2005-10-17 00:00:00 XLV -300 @ 30.7999992370605"
## [1] "2005-10-21 00:00:00 XLV 300 @ 30.2299995422363"
## [1] "2005-10-21 00:00:00 XLV 300 @ 30.2299995422363"
## [1] "2005-10-31 00:00:00 XLV -300 @ 30.3899993896484"
## [1] "2005-10-31 00:00:00 XLV -300 @ 30.3899993896484"
## [1] "2005-11-29 00:00:00 XLV 300 @ 30.9599990844727"
## [1] "2005-11-29 00:00:00 XLV 300 @ 30.9599990844727"
## [1] "2005-12-05 00:00:00 XLV -300 @ 31.2399997711182"
## [1] "2005-12-05 00:00:00 XLV -300 @ 31.2399997711182"
## [1] "2005-12-08 00:00:00 XLV 300 @ 31.1599998474121"
## [1] "2005-12-08 00:00:00 XLV 300 @ 31.1599998474121"
## [1] "2005-12-12 00:00:00 XLV -300 @ 31.2099990844727"
## [1] "2005-12-12 00:00:00 XLV -300 @ 31.2099990844727"
## [1] "2005-12-28 00:00:00 XLV 300 @ 32.0299987792969"
## [1] "2005-12-28 00:00:00 XLV 300 @ 32.0299987792969"
## [1] "2006-01-04 00:00:00 XLV -300 @ 32.4300003051758"
## [1] "2006-01-04 00:00:00 XLV -300 @ 32.4300003051758"
## [1] "2006-01-13 00:00:00 XLV 300 @ 32.4599990844727"
## [1] "2006-01-13 00:00:00 XLV 300 @ 32.4599990844727"
## [1] "2006-01-20 00:00:00 XLV -300 @ 31.9699993133545"
## [1] "2006-01-20 00:00:00 XLV -300 @ 31.9699993133545"
## [1] "2006-01-23 00:00:00 XLV 300 @ 31.9500007629395"
## [1] "2006-01-23 00:00:00 XLV 300 @ 31.9500007629395"
## [1] "2006-01-30 00:00:00 XLV -300 @ 32.1399993896484"
## [1] "2006-01-30 00:00:00 XLV -300 @ 32.1399993896484"
## [1] "2006-02-06 00:00:00 XLV 300 @ 31.7199993133545"
## [1] "2006-02-06 00:00:00 XLV 300 @ 31.7199993133545"
## [1] "2006-02-09 00:00:00 XLV -300 @ 32.1100006103516"
## [1] "2006-02-09 00:00:00 XLV -300 @ 32.1100006103516"
## [1] "2006-03-01 00:00:00 XLV 300 @ 32.5299987792969"
## [1] "2006-03-01 00:00:00 XLV 300 @ 32.5299987792969"
## [1] "2006-03-09 00:00:00 XLV -300 @ 32.310001373291"
## [1] "2006-03-09 00:00:00 XLV -300 @ 32.310001373291"
## [1] "2006-03-22 00:00:00 XLV 300 @ 32.9099998474121"
## [1] "2006-03-22 00:00:00 XLV 300 @ 32.9099998474121"
## [1] "2006-03-23 00:00:00 XLV -300 @ 32.7299995422363"
## [1] "2006-03-23 00:00:00 XLV -300 @ 32.7299995422363"
## [1] "2006-03-28 00:00:00 XLV 300 @ 32.1300010681152"
## [1] "2006-03-28 00:00:00 XLV 300 @ 32.1300010681152"
## [1] "2006-04-21 00:00:00 XLV -300 @ 31.1599998474121"
## [1] "2006-04-21 00:00:00 XLV -300 @ 31.1599998474121"
## [1] "2006-04-26 00:00:00 XLV 300 @ 30.8500003814697"
## [1] "2006-04-26 00:00:00 XLV 300 @ 30.8500003814697"
## [1] "2006-05-01 00:00:00 XLV -300 @ 30.7199993133545"
## [1] "2006-05-01 00:00:00 XLV -300 @ 30.7199993133545"
## [1] "2006-05-04 00:00:00 XLV 300 @ 30.4799995422363"
## [1] "2006-05-04 00:00:00 XLV 300 @ 30.4799995422363"
## [1] "2006-05-08 00:00:00 XLV -300 @ 30.7700004577637"
## [1] "2006-05-08 00:00:00 XLV -300 @ 30.7700004577637"
## [1] "2006-05-10 00:00:00 XLV 300 @ 30.5200004577637"
## [1] "2006-05-10 00:00:00 XLV 300 @ 30.5200004577637"
## [1] "2006-05-16 00:00:00 XLV -300 @ 30.8999996185303"
## [1] "2006-05-16 00:00:00 XLV -300 @ 30.8999996185303"
## [1] "2006-05-19 00:00:00 XLV 300 @ 30.2800006866455"
## [1] "2006-05-19 00:00:00 XLV 300 @ 30.2800006866455"
## [1] "2006-05-26 00:00:00 XLV -300 @ 30.5499992370605"
## [1] "2006-05-26 00:00:00 XLV -300 @ 30.5499992370605"
## [1] "2006-05-31 00:00:00 XLV 300 @ 30.3400001525879"
## [1] "2006-05-31 00:00:00 XLV 300 @ 30.3400001525879"
## [1] "2006-06-02 00:00:00 XLV -300 @ 30.8899993896484"
## [1] "2006-06-02 00:00:00 XLV -300 @ 30.8899993896484"
## [1] "2006-06-06 00:00:00 XLV 300 @ 30.4599990844727"
## [1] "2006-06-06 00:00:00 XLV 300 @ 30.4599990844727"
## [1] "2006-06-09 00:00:00 XLV -300 @ 30.4300003051758"
## [1] "2006-06-09 00:00:00 XLV -300 @ 30.4300003051758"
## [1] "2006-06-12 00:00:00 XLV 300 @ 30.1200008392334"
## [1] "2006-06-12 00:00:00 XLV 300 @ 30.1200008392334"
## [1] "2006-06-16 00:00:00 XLV -300 @ 30.3099994659424"
## [1] "2006-06-16 00:00:00 XLV -300 @ 30.3099994659424"
## [1] "2006-06-20 00:00:00 XLV 300 @ 29.9699993133545"
## [1] "2006-06-20 00:00:00 XLV 300 @ 29.9699993133545"
## [1] "2006-06-30 00:00:00 XLV -300 @ 30.2399997711182"
## [1] "2006-06-30 00:00:00 XLV -300 @ 30.2399997711182"
## [1] "2006-07-14 00:00:00 XLV 300 @ 29.9699993133545"
## [1] "2006-07-14 00:00:00 XLV 300 @ 29.9699993133545"
## [1] "2006-07-20 00:00:00 XLV -300 @ 30.8299999237061"
## [1] "2006-07-20 00:00:00 XLV -300 @ 30.8299999237061"
## [1] "2006-08-04 00:00:00 XLV 300 @ 31.8199996948242"
## [1] "2006-08-04 00:00:00 XLV 300 @ 31.8199996948242"
## [1] "2006-08-16 00:00:00 XLV -300 @ 32.1800003051758"
## [1] "2006-08-16 00:00:00 XLV -300 @ 32.1800003051758"
## [1] "2006-09-07 00:00:00 XLV 300 @ 32.4599990844727"
## [1] "2006-09-07 00:00:00 XLV 300 @ 32.4599990844727"
## [1] "2006-09-12 00:00:00 XLV -300 @ 33.310001373291"
## [1] "2006-09-12 00:00:00 XLV -300 @ 33.310001373291"
## [1] "2006-09-22 00:00:00 XLV 300 @ 32.8899993896484"
## [1] "2006-09-22 00:00:00 XLV 300 @ 32.8899993896484"
## [1] "2006-09-28 00:00:00 XLV -300 @ 33.0800018310547"
## [1] "2006-09-28 00:00:00 XLV -300 @ 33.0800018310547"
## [1] "2006-10-03 00:00:00 XLV 300 @ 33.0999984741211"
## [1] "2006-10-03 00:00:00 XLV 300 @ 33.0999984741211"
## [1] "2006-10-05 00:00:00 XLV -300 @ 33.3899993896484"
## [1] "2006-10-05 00:00:00 XLV -300 @ 33.3899993896484"
## [1] "2006-10-10 00:00:00 XLV 300 @ 33.0499992370605"
## [1] "2006-10-10 00:00:00 XLV 300 @ 33.0499992370605"
## [1] "2006-10-13 00:00:00 XLV -300 @ 33.1300010681152"
## [1] "2006-10-13 00:00:00 XLV -300 @ 33.1300010681152"
## [1] "2006-10-26 00:00:00 XLV 300 @ 33.7700004577637"
## [1] "2006-10-26 00:00:00 XLV 300 @ 33.7700004577637"
## [1] "2006-11-07 00:00:00 XLV -300 @ 33.7299995422363"
## [1] "2006-11-07 00:00:00 XLV -300 @ 33.7299995422363"
## [1] "2006-11-10 00:00:00 XLV 300 @ 32.4900016784668"
## [1] "2006-11-10 00:00:00 XLV 300 @ 32.4900016784668"
## [1] "2006-11-15 00:00:00 XLV -300 @ 32.9799995422363"
## [1] "2006-11-15 00:00:00 XLV -300 @ 32.9799995422363"
## [1] "2006-11-27 00:00:00 XLV 300 @ 32.7999992370605"
## [1] "2006-11-27 00:00:00 XLV 300 @ 32.7999992370605"
## [1] "2006-11-30 00:00:00 XLV -300 @ 33.2599983215332"
## [1] "2006-11-30 00:00:00 XLV -300 @ 33.2599983215332"
## [1] "2006-12-05 00:00:00 XLV 300 @ 33.2000007629395"
## [1] "2006-12-05 00:00:00 XLV 300 @ 33.2000007629395"
## [1] "2006-12-07 00:00:00 XLV -300 @ 33.1800003051758"
## [1] "2006-12-07 00:00:00 XLV -300 @ 33.1800003051758"
## [1] "2006-12-26 00:00:00 XLV 300 @ 33.4599990844727"
## [1] "2006-12-26 00:00:00 XLV 300 @ 33.4599990844727"
## [1] "2006-12-28 00:00:00 XLV -300 @ 33.5800018310547"
## [1] "2006-12-28 00:00:00 XLV -300 @ 33.5800018310547"
## [1] "2007-01-03 00:00:00 XLV 300 @ 33.5"
## [1] "2007-01-03 00:00:00 XLV 300 @ 33.5"
## [1] "2007-01-05 00:00:00 XLV -300 @ 33.689998626709"
## [1] "2007-01-05 00:00:00 XLV -300 @ 33.689998626709"
## [1] "2007-01-23 00:00:00 XLV 300 @ 34.2799987792969"
## [1] "2007-01-23 00:00:00 XLV 300 @ 34.2799987792969"
## [1] "2007-02-01 00:00:00 XLV -300 @ 34.7999992370605"
## [1] "2007-02-01 00:00:00 XLV -300 @ 34.7999992370605"
## [1] "2007-02-07 00:00:00 XLV 300 @ 34.6699981689453"
## [1] "2007-02-07 00:00:00 XLV 300 @ 34.6699981689453"
## [1] "2007-02-15 00:00:00 XLV -300 @ 34.8699989318848"
## [1] "2007-02-15 00:00:00 XLV -300 @ 34.8699989318848"
## [1] "2007-02-22 00:00:00 XLV 300 @ 34.5400009155273"
## [1] "2007-02-22 00:00:00 XLV 300 @ 34.5400009155273"
## [1] "2007-03-09 00:00:00 XLV -300 @ 33.6300010681152"
## [1] "2007-03-09 00:00:00 XLV -300 @ 33.6300010681152"
## [1] "2007-03-14 00:00:00 XLV 300 @ 33.2099990844727"
## [1] "2007-03-14 00:00:00 XLV 300 @ 33.2099990844727"
## [1] "2007-03-20 00:00:00 XLV -300 @ 33.6300010681152"
## [1] "2007-03-20 00:00:00 XLV -300 @ 33.6300010681152"
## [1] "2007-03-28 00:00:00 XLV 300 @ 33.5"
## [1] "2007-03-28 00:00:00 XLV 300 @ 33.5"
## [1] "2007-04-03 00:00:00 XLV -300 @ 34.1800003051758"
## [1] "2007-04-03 00:00:00 XLV -300 @ 34.1800003051758"
## [1] "2007-05-01 00:00:00 XLV 300 @ 36.189998626709"
## [1] "2007-05-01 00:00:00 XLV 300 @ 36.189998626709"
## [1] "2007-05-03 00:00:00 XLV -300 @ 36.5"
## [1] "2007-05-03 00:00:00 XLV -300 @ 36.5"
## [1] "2007-05-11 00:00:00 XLV 300 @ 36.25"
## [1] "2007-05-11 00:00:00 XLV 300 @ 36.25"
## [1] "2007-05-17 00:00:00 XLV -300 @ 36.439998626709"
## [1] "2007-05-17 00:00:00 XLV -300 @ 36.439998626709"
## [1] "2007-06-06 00:00:00 XLV 300 @ 36.2700004577637"
## [1] "2007-06-06 00:00:00 XLV 300 @ 36.2700004577637"
## [1] "2007-06-15 00:00:00 XLV -300 @ 36.0699996948242"
## [1] "2007-06-15 00:00:00 XLV -300 @ 36.0699996948242"
## [1] "2007-06-21 00:00:00 XLV 300 @ 35.5099983215332"
## [1] "2007-06-21 00:00:00 XLV 300 @ 35.5099983215332"
## [1] "2007-06-28 00:00:00 XLV -300 @ 35.4099998474121"
## [1] "2007-06-28 00:00:00 XLV -300 @ 35.4099998474121"
## [1] "2007-07-11 00:00:00 XLV 300 @ 35.3499984741211"
## [1] "2007-07-11 00:00:00 XLV 300 @ 35.3499984741211"
## [1] "2007-07-13 00:00:00 XLV -300 @ 35.9199981689453"
## [1] "2007-07-13 00:00:00 XLV -300 @ 35.9199981689453"
## [1] "2007-07-19 00:00:00 XLV 300 @ 35.560001373291"
## [1] "2007-07-19 00:00:00 XLV 300 @ 35.560001373291"
## [1] "2007-08-03 00:00:00 XLV -300 @ 33.6800003051758"
## [1] "2007-08-03 00:00:00 XLV -300 @ 33.6800003051758"
## [1] "2007-08-06 00:00:00 XLV 300 @ 34.3400001525879"
## [1] "2007-08-06 00:00:00 XLV 300 @ 34.3400001525879"
## [1] "2007-08-07 00:00:00 XLV -300 @ 34.5"
## [1] "2007-08-07 00:00:00 XLV -300 @ 34.5"
## [1] "2007-08-10 00:00:00 XLV 300 @ 33.9000015258789"
## [1] "2007-08-10 00:00:00 XLV 300 @ 33.9000015258789"
## [1] "2007-08-21 00:00:00 XLV -300 @ 33.9799995422363"
## [1] "2007-08-21 00:00:00 XLV -300 @ 33.9799995422363"
## [1] "2007-08-29 00:00:00 XLV 300 @ 34.2400016784668"
## [1] "2007-08-29 00:00:00 XLV 300 @ 34.2400016784668"
## [1] "2007-09-04 00:00:00 XLV -300 @ 34.7000007629395"
## [1] "2007-09-04 00:00:00 XLV -300 @ 34.7000007629395"
## [1] "2007-09-10 00:00:00 XLV 300 @ 34.4000015258789"
## [1] "2007-09-10 00:00:00 XLV 300 @ 34.4000015258789"
## [1] "2007-09-12 00:00:00 XLV -300 @ 34.810001373291"
## [1] "2007-09-12 00:00:00 XLV -300 @ 34.810001373291"
## [1] "2007-09-18 00:00:00 XLV 300 @ 35.2999992370605"
## [1] "2007-09-18 00:00:00 XLV 300 @ 35.2999992370605"
## [1] "2007-09-19 00:00:00 XLV -300 @ 35.439998626709"
## [1] "2007-09-19 00:00:00 XLV -300 @ 35.439998626709"
## [1] "2007-09-26 00:00:00 XLV 300 @ 35.4599990844727"
## [1] "2007-09-26 00:00:00 XLV 300 @ 35.4599990844727"
## [1] "2007-09-27 00:00:00 XLV -300 @ 35.5999984741211"
## [1] "2007-09-27 00:00:00 XLV -300 @ 35.5999984741211"
## [1] "2007-10-12 00:00:00 XLV 300 @ 36.25"
## [1] "2007-10-12 00:00:00 XLV 300 @ 36.25"
## [1] "2007-10-24 00:00:00 XLV -300 @ 35.3499984741211"
## [1] "2007-10-24 00:00:00 XLV -300 @ 35.3499984741211"
## [1] "2007-11-02 00:00:00 XLV 300 @ 35.4099998474121"
## [1] "2007-11-02 00:00:00 XLV 300 @ 35.4099998474121"
## [1] "2007-11-14 00:00:00 XLV -300 @ 35.5999984741211"
## [1] "2007-11-14 00:00:00 XLV -300 @ 35.5999984741211"
## [1] "2007-11-23 00:00:00 XLV 300 @ 35.1800003051758"
## [1] "2007-11-23 00:00:00 XLV 300 @ 35.1800003051758"
## [1] "2007-11-28 00:00:00 XLV -300 @ 36.2000007629395"
## [1] "2007-11-28 00:00:00 XLV -300 @ 36.2000007629395"
## [1] "2007-12-12 00:00:00 XLV 300 @ 36.2700004577637"
## [1] "2007-12-12 00:00:00 XLV 300 @ 36.2700004577637"
## [1] "2007-12-21 00:00:00 XLV -300 @ 35.8699989318848"
## [1] "2007-12-21 00:00:00 XLV -300 @ 35.8699989318848"
## [1] "2007-12-28 00:00:00 XLV 300 @ 35.439998626709"
## [1] "2007-12-28 00:00:00 XLV 300 @ 35.439998626709"
## [1] "2008-01-08 00:00:00 XLV -300 @ 35.7700004577637"
## [1] "2008-01-08 00:00:00 XLV -300 @ 35.7700004577637"
## [1] "2008-01-16 00:00:00 XLV 300 @ 35.8699989318848"
## [1] "2008-01-16 00:00:00 XLV 300 @ 35.8699989318848"
## [1] "2008-02-01 00:00:00 XLV -300 @ 33.8600006103516"
## [1] "2008-02-01 00:00:00 XLV -300 @ 33.8600006103516"
## [1] "2008-02-06 00:00:00 XLV 300 @ 33.4500007629395"
## [1] "2008-02-06 00:00:00 XLV 300 @ 33.4500007629395"
## [1] "2008-02-13 00:00:00 XLV -300 @ 33.439998626709"
## [1] "2008-02-13 00:00:00 XLV -300 @ 33.439998626709"
## [1] "2008-02-22 00:00:00 XLV 300 @ 33.3699989318848"
## [1] "2008-02-22 00:00:00 XLV 300 @ 33.3699989318848"
## [1] "2008-02-26 00:00:00 XLV -300 @ 33.5"
## [1] "2008-02-26 00:00:00 XLV -300 @ 33.5"
## [1] "2008-02-29 00:00:00 XLV 300 @ 32.7999992370605"
## [1] "2008-02-29 00:00:00 XLV 300 @ 32.7999992370605"
## [1] "2008-03-19 00:00:00 XLV -300 @ 31.1900005340576"
## [1] "2008-03-19 00:00:00 XLV -300 @ 31.1900005340576"
## [1] "2008-04-01 00:00:00 XLV 300 @ 31.6700000762939"
## [1] "2008-04-01 00:00:00 XLV 300 @ 31.6700000762939"
## [1] "2008-04-02 00:00:00 XLV -300 @ 31.4500007629395"
## [1] "2008-04-02 00:00:00 XLV -300 @ 31.4500007629395"
## [1] "2008-04-14 00:00:00 XLV 300 @ 31.3899993896484"
## [1] "2008-04-14 00:00:00 XLV 300 @ 31.3899993896484"
## [1] "2008-04-21 00:00:00 XLV -300 @ 31.5300006866455"
## [1] "2008-04-21 00:00:00 XLV -300 @ 31.5300006866455"
## [1] "2008-04-23 00:00:00 XLV 300 @ 31.2999992370605"
## [1] "2008-04-23 00:00:00 XLV 300 @ 31.2999992370605"
## [1] "2008-04-28 00:00:00 XLV -300 @ 32"
## [1] "2008-04-28 00:00:00 XLV -300 @ 32"
## [1] "2008-05-01 00:00:00 XLV 300 @ 32.0400009155273"
## [1] "2008-05-01 00:00:00 XLV 300 @ 32.0400009155273"
## [1] "2008-05-02 00:00:00 XLV -300 @ 32.0499992370605"
## [1] "2008-05-02 00:00:00 XLV -300 @ 32.0499992370605"
## [1] "2008-05-08 00:00:00 XLV 300 @ 31.5"
## [1] "2008-05-08 00:00:00 XLV 300 @ 31.5"
## [1] "2008-05-13 00:00:00 XLV -300 @ 31.4099998474121"
## [1] "2008-05-13 00:00:00 XLV -300 @ 31.4099998474121"
## [1] "2008-05-14 00:00:00 XLV 300 @ 31.6700000762939"
## [1] "2008-05-14 00:00:00 XLV 300 @ 31.6700000762939"
## [1] "2008-05-20 00:00:00 XLV -300 @ 31.8099994659424"
## [1] "2008-05-20 00:00:00 XLV -300 @ 31.8099994659424"
## [1] "2008-05-22 00:00:00 XLV 300 @ 31.8700008392334"
## [1] "2008-05-22 00:00:00 XLV 300 @ 31.8700008392334"
## [1] "2008-05-30 00:00:00 XLV -300 @ 32.0800018310547"
## [1] "2008-05-30 00:00:00 XLV -300 @ 32.0800018310547"
## [1] "2008-06-09 00:00:00 XLV 300 @ 31.25"
## [1] "2008-06-09 00:00:00 XLV 300 @ 31.25"
## [1] "2008-06-17 00:00:00 XLV -300 @ 30.8799991607666"
## [1] "2008-06-17 00:00:00 XLV -300 @ 30.8799991607666"
## [1] "2008-06-19 00:00:00 XLV 300 @ 30.5699996948242"
## [1] "2008-06-19 00:00:00 XLV 300 @ 30.5699996948242"
## [1] "2008-06-26 00:00:00 XLV -300 @ 30.0499992370605"
## [1] "2008-06-26 00:00:00 XLV -300 @ 30.0499992370605"
## [1] "2008-06-27 00:00:00 XLV 300 @ 30.25"
## [1] "2008-06-27 00:00:00 XLV 300 @ 30.25"
## [1] "2008-07-01 00:00:00 XLV -300 @ 30.5799999237061"
## [1] "2008-07-01 00:00:00 XLV -300 @ 30.5799999237061"
## [1] "2008-07-08 00:00:00 XLV 300 @ 31.1000003814697"
## [1] "2008-07-08 00:00:00 XLV 300 @ 31.1000003814697"
## [1] "2008-07-09 00:00:00 XLV -300 @ 31.25"
## [1] "2008-07-09 00:00:00 XLV -300 @ 31.25"
## [1] "2008-07-14 00:00:00 XLV 300 @ 31.0300006866455"
## [1] "2008-07-14 00:00:00 XLV 300 @ 31.0300006866455"
## [1] "2008-07-17 00:00:00 XLV -300 @ 31.7099990844727"
## [1] "2008-07-17 00:00:00 XLV -300 @ 31.7099990844727"
## [1] "2008-07-22 00:00:00 XLV 300 @ 31.5699996948242"
## [1] "2008-07-22 00:00:00 XLV 300 @ 31.5699996948242"
## [1] "2008-07-24 00:00:00 XLV -300 @ 31.6800003051758"
## [1] "2008-07-24 00:00:00 XLV -300 @ 31.6800003051758"
## [1] "2008-08-04 00:00:00 XLV 300 @ 31.9799995422363"
## [1] "2008-08-04 00:00:00 XLV 300 @ 31.9799995422363"
## [1] "2008-08-06 00:00:00 XLV -300 @ 33.1500015258789"
## [1] "2008-08-06 00:00:00 XLV -300 @ 33.1500015258789"
## [1] "2008-08-20 00:00:00 XLV 300 @ 32.9700012207031"
## [1] "2008-08-20 00:00:00 XLV 300 @ 32.9700012207031"
## [1] "2008-08-25 00:00:00 XLV -300 @ 32.7700004577637"
## [1] "2008-08-25 00:00:00 XLV -300 @ 32.7700004577637"
## [1] "2008-08-27 00:00:00 XLV 300 @ 32.7799987792969"
## [1] "2008-08-27 00:00:00 XLV 300 @ 32.7799987792969"
## [1] "2008-08-29 00:00:00 XLV -300 @ 32.6100006103516"
## [1] "2008-08-29 00:00:00 XLV -300 @ 32.6100006103516"
## [1] "2008-09-02 00:00:00 XLV 300 @ 32.5499992370605"
## [1] "2008-09-02 00:00:00 XLV 300 @ 32.5499992370605"
## [1] "2008-09-15 00:00:00 XLV -300 @ 31.5"
## [1] "2008-09-15 00:00:00 XLV -300 @ 31.5"
## [1] "2008-09-16 00:00:00 XLV 300 @ 31.4500007629395"
## [1] "2008-09-16 00:00:00 XLV 300 @ 31.4500007629395"
## [1] "2008-09-26 00:00:00 XLV -300 @ 30.8400001525879"
## [1] "2008-09-26 00:00:00 XLV -300 @ 30.8400001525879"
## [1] "2008-09-30 00:00:00 XLV 300 @ 30.0499992370605"
## [1] "2008-09-30 00:00:00 XLV 300 @ 30.0499992370605"
## [1] "2008-10-14 00:00:00 XLV -300 @ 27.6000003814697"
## [1] "2008-10-14 00:00:00 XLV -300 @ 27.6000003814697"
## [1] "2008-10-16 00:00:00 XLV 300 @ 26.2000007629395"
## [1] "2008-10-16 00:00:00 XLV 300 @ 26.2000007629395"
## [1] "2008-10-21 00:00:00 XLV -300 @ 27.0699996948242"
## [1] "2008-10-21 00:00:00 XLV -300 @ 27.0699996948242"
## [1] "2008-10-24 00:00:00 XLV 300 @ 25.7000007629395"
## [1] "2008-10-24 00:00:00 XLV 300 @ 25.7000007629395"
## [1] "2008-10-31 00:00:00 XLV -300 @ 26.6000003814697"
## [1] "2008-10-31 00:00:00 XLV -300 @ 26.6000003814697"
## [1] "2008-11-07 00:00:00 XLV 300 @ 26.4300003051758"
## [1] "2008-11-07 00:00:00 XLV 300 @ 26.4300003051758"
## [1] "2008-11-14 00:00:00 XLV -300 @ 25.5400009155273"
## [1] "2008-11-14 00:00:00 XLV -300 @ 25.5400009155273"
## [1] "2008-11-18 00:00:00 XLV 300 @ 25.2700004577637"
## [1] "2008-11-18 00:00:00 XLV 300 @ 25.2700004577637"
## [1] "2008-11-26 00:00:00 XLV -300 @ 24.6000003814697"
## [1] "2008-11-26 00:00:00 XLV -300 @ 24.6000003814697"
## [1] "2008-12-02 00:00:00 XLV 300 @ 24.25"
## [1] "2008-12-02 00:00:00 XLV 300 @ 24.25"
## [1] "2008-12-04 00:00:00 XLV -300 @ 24.3600006103516"
## [1] "2008-12-04 00:00:00 XLV -300 @ 24.3600006103516"
## [1] "2008-12-26 00:00:00 XLV 300 @ 25.8500003814697"
## [1] "2008-12-26 00:00:00 XLV 300 @ 25.8500003814697"
## [1] "2008-12-31 00:00:00 XLV -300 @ 26.5499992370605"
## [1] "2008-12-31 00:00:00 XLV -300 @ 26.5499992370605"
## [1] "2009-01-07 00:00:00 XLV 300 @ 26.2800006866455"
## [1] "2009-01-07 00:00:00 XLV 300 @ 26.2800006866455"
## [1] "2009-01-20 00:00:00 XLV -300 @ 25.4300003051758"
## [1] "2009-01-20 00:00:00 XLV -300 @ 25.4300003051758"
## [1] "2009-01-21 00:00:00 XLV 300 @ 25.9699993133545"
## [1] "2009-01-21 00:00:00 XLV 300 @ 25.9699993133545"
## [1] "2009-01-23 00:00:00 XLV -300 @ 26.0799999237061"
## [1] "2009-01-23 00:00:00 XLV -300 @ 26.0799999237061"
## [1] "2009-02-02 00:00:00 XLV 300 @ 26.3999996185303"
## [1] "2009-02-02 00:00:00 XLV 300 @ 26.3999996185303"
## [1] "2009-02-04 00:00:00 XLV -300 @ 26.9599990844727"
## [1] "2009-02-04 00:00:00 XLV -300 @ 26.9599990844727"
## [1] "2009-02-11 00:00:00 XLV 300 @ 26.75"
## [1] "2009-02-11 00:00:00 XLV 300 @ 26.75"
## [1] "2009-03-11 00:00:00 XLV -300 @ 22.2600002288818"
## [1] "2009-03-11 00:00:00 XLV -300 @ 22.2600002288818"
## [1] "2009-03-20 00:00:00 XLV 300 @ 23.5499992370605"
## [1] "2009-03-20 00:00:00 XLV 300 @ 23.5499992370605"
## [1] "2009-03-24 00:00:00 XLV -300 @ 24.0900001525879"
## [1] "2009-03-24 00:00:00 XLV -300 @ 24.0900001525879"
## [1] "2009-03-31 00:00:00 XLV 300 @ 24.2099990844727"
## [1] "2009-03-31 00:00:00 XLV 300 @ 24.2099990844727"
## [1] "2009-04-03 00:00:00 XLV -300 @ 23.8999996185303"
## [1] "2009-04-03 00:00:00 XLV -300 @ 23.8999996185303"
## [1] "2009-04-06 00:00:00 XLV 300 @ 24.1299991607666"
## [1] "2009-04-06 00:00:00 XLV 300 @ 24.1299991607666"
## [1] "2009-04-13 00:00:00 XLV -300 @ 24.3199996948242"
## [1] "2009-04-13 00:00:00 XLV -300 @ 24.3199996948242"
## [1] "2009-04-21 00:00:00 XLV 300 @ 24.0300006866455"
## [1] "2009-04-21 00:00:00 XLV 300 @ 24.0300006866455"
## [1] "2009-04-28 00:00:00 XLV -300 @ 24.1100006103516"
## [1] "2009-04-28 00:00:00 XLV -300 @ 24.1100006103516"
## [1] "2009-05-18 00:00:00 XLV 300 @ 25.5799999237061"
## [1] "2009-05-18 00:00:00 XLV 300 @ 25.5799999237061"
## [1] "2009-05-19 00:00:00 XLV -300 @ 25.3899993896484"
## [1] "2009-05-19 00:00:00 XLV -300 @ 25.3899993896484"
## [1] "2009-05-22 00:00:00 XLV 300 @ 25.2900009155273"
## [1] "2009-05-22 00:00:00 XLV 300 @ 25.2900009155273"
## [1] "2009-05-27 00:00:00 XLV -300 @ 25.2600002288818"
## [1] "2009-05-27 00:00:00 XLV -300 @ 25.2600002288818"
## [1] "2009-06-05 00:00:00 XLV 300 @ 25.7900009155273"
## [1] "2009-06-05 00:00:00 XLV 300 @ 25.7900009155273"
## [1] "2009-06-15 00:00:00 XLV -300 @ 24.8400001525879"
## [1] "2009-06-15 00:00:00 XLV -300 @ 24.8400001525879"
## [1] "2009-06-16 00:00:00 XLV 300 @ 24.9400005340576"
## [1] "2009-06-16 00:00:00 XLV 300 @ 24.9400005340576"
## [1] "2009-06-18 00:00:00 XLV -300 @ 26"
## [1] "2009-06-18 00:00:00 XLV -300 @ 26"
## [1] "2009-06-24 00:00:00 XLV 300 @ 25.6599998474121"
## [1] "2009-06-24 00:00:00 XLV 300 @ 25.6599998474121"
## [1] "2009-06-26 00:00:00 XLV -300 @ 26.3700008392334"
## [1] "2009-06-26 00:00:00 XLV -300 @ 26.3700008392334"
## [1] "2009-07-06 00:00:00 XLV 300 @ 25.9500007629395"
## [1] "2009-07-06 00:00:00 XLV 300 @ 25.9500007629395"
## [1] "2009-07-14 00:00:00 XLV -300 @ 26.2099990844727"
## [1] "2009-07-14 00:00:00 XLV -300 @ 26.2099990844727"
## [1] "2009-08-03 00:00:00 XLV 300 @ 28.0400009155273"
## [1] "2009-08-03 00:00:00 XLV 300 @ 28.0400009155273"
## [1] "2009-08-05 00:00:00 XLV -300 @ 27.7099990844727"
## [1] "2009-08-05 00:00:00 XLV -300 @ 27.7099990844727"
## [1] "2009-08-06 00:00:00 XLV 300 @ 27.5100002288818"
## [1] "2009-08-06 00:00:00 XLV 300 @ 27.5100002288818"
## [1] "2009-08-11 00:00:00 XLV -300 @ 27.8099994659424"
## [1] "2009-08-11 00:00:00 XLV -300 @ 27.8099994659424"
## [1] "2009-08-18 00:00:00 XLV 300 @ 27.7999992370605"
## [1] "2009-08-18 00:00:00 XLV 300 @ 27.7999992370605"
## [1] "2009-08-20 00:00:00 XLV -300 @ 28.3899993896484"
## [1] "2009-08-20 00:00:00 XLV -300 @ 28.3899993896484"
## [1] "2009-08-31 00:00:00 XLV 300 @ 28.6200008392334"
## [1] "2009-08-31 00:00:00 XLV 300 @ 28.6200008392334"
## [1] "2009-09-08 00:00:00 XLV -300 @ 28.3600006103516"
## [1] "2009-09-08 00:00:00 XLV -300 @ 28.3600006103516"
## [1] "2009-09-16 00:00:00 XLV 300 @ 29.0300006866455"
## [1] "2009-09-16 00:00:00 XLV 300 @ 29.0300006866455"
## [1] "2009-09-17 00:00:00 XLV -300 @ 29.0100002288818"
## [1] "2009-09-17 00:00:00 XLV -300 @ 29.0100002288818"
## [1] "2009-09-21 00:00:00 XLV 300 @ 29.0400009155273"
## [1] "2009-09-21 00:00:00 XLV 300 @ 29.0400009155273"
## [1] "2009-09-29 00:00:00 XLV -300 @ 28.8799991607666"
## [1] "2009-09-29 00:00:00 XLV -300 @ 28.8799991607666"
## [1] "2009-10-02 00:00:00 XLV 300 @ 28.1499996185303"
## [1] "2009-10-02 00:00:00 XLV 300 @ 28.1499996185303"
## [1] "2009-10-07 00:00:00 XLV -300 @ 28.5799999237061"
## [1] "2009-10-07 00:00:00 XLV -300 @ 28.5799999237061"
## [1] "2009-10-22 00:00:00 XLV 300 @ 29.0100002288818"
## [1] "2009-10-22 00:00:00 XLV 300 @ 29.0100002288818"
## [1] "2009-11-05 00:00:00 XLV -300 @ 29.0300006866455"
## [1] "2009-11-05 00:00:00 XLV -300 @ 29.0300006866455"
## [1] "2009-12-01 00:00:00 XLV 300 @ 31.2199993133545"
## [1] "2009-12-01 00:00:00 XLV 300 @ 31.2199993133545"
## [1] "2009-12-02 00:00:00 XLV -300 @ 31.1499996185303"
## [1] "2009-12-02 00:00:00 XLV -300 @ 31.1499996185303"
## [1] "2009-12-08 00:00:00 XLV 300 @ 30.7000007629395"
## [1] "2009-12-08 00:00:00 XLV 300 @ 30.7000007629395"
## [1] "2009-12-11 00:00:00 XLV -300 @ 31.2800006866455"
## [1] "2009-12-11 00:00:00 XLV -300 @ 31.2800006866455"
## [1] "2009-12-18 00:00:00 XLV 300 @ 31.1299991607666"
## [1] "2009-12-18 00:00:00 XLV 300 @ 31.1299991607666"
## [1] "2009-12-22 00:00:00 XLV -300 @ 31.5599994659424"
## [1] "2009-12-22 00:00:00 XLV -300 @ 31.5599994659424"
## [1] "2009-12-31 00:00:00 XLV 300 @ 31.0699996948242"
## [1] "2009-12-31 00:00:00 XLV 300 @ 31.0699996948242"
## [1] "2010-01-08 00:00:00 XLV -300 @ 31.7800006866455"
## [1] "2010-01-08 00:00:00 XLV -300 @ 31.7800006866455"
## [1] "2010-01-22 00:00:00 XLV 300 @ 31.6599998474121"
## [1] "2010-01-22 00:00:00 XLV 300 @ 31.6599998474121"
## [1] "2010-02-03 00:00:00 XLV -300 @ 31.6800003051758"
## [1] "2010-02-03 00:00:00 XLV -300 @ 31.6800003051758"
## [1] "2010-02-05 00:00:00 XLV 300 @ 30.8299999237061"
## [1] "2010-02-05 00:00:00 XLV 300 @ 30.8299999237061"
## [1] "2010-02-17 00:00:00 XLV -300 @ 31.3799991607666"
## [1] "2010-02-17 00:00:00 XLV -300 @ 31.3799991607666"
## [1] "2010-02-24 00:00:00 XLV 300 @ 31.3700008392334"
## [1] "2010-02-24 00:00:00 XLV 300 @ 31.3700008392334"
## [1] "2010-03-02 00:00:00 XLV -300 @ 31.8099994659424"
## [1] "2010-03-02 00:00:00 XLV -300 @ 31.8099994659424"
## [1] "2010-03-05 00:00:00 XLV 300 @ 32.0200004577637"
## [1] "2010-03-05 00:00:00 XLV 300 @ 32.0200004577637"
## [1] "2010-03-08 00:00:00 XLV -300 @ 31.8299999237061"
## [1] "2010-03-08 00:00:00 XLV -300 @ 31.8299999237061"
## [1] "2010-03-25 00:00:00 XLV 300 @ 32.1399993896484"
## [1] "2010-03-25 00:00:00 XLV 300 @ 32.1399993896484"
## [1] "2010-04-05 00:00:00 XLV -300 @ 32.2200012207031"
## [1] "2010-04-05 00:00:00 XLV -300 @ 32.2200012207031"
## [1] "2010-04-08 00:00:00 XLV 300 @ 31.9400005340576"
## [1] "2010-04-08 00:00:00 XLV 300 @ 31.9400005340576"
## [1] "2010-04-21 00:00:00 XLV -300 @ 31.3999996185303"
## [1] "2010-04-21 00:00:00 XLV -300 @ 31.3999996185303"
## [1] "2010-04-22 00:00:00 XLV 300 @ 31.0400009155273"
## [1] "2010-04-22 00:00:00 XLV 300 @ 31.0400009155273"
## [1] "2010-04-30 00:00:00 XLV -300 @ 30.8799991607666"
## [1] "2010-04-30 00:00:00 XLV -300 @ 30.8799991607666"
## [1] "2010-05-07 00:00:00 XLV 300 @ 29.7199993133545"
## [1] "2010-05-07 00:00:00 XLV 300 @ 29.7199993133545"
## [1] "2010-05-13 00:00:00 XLV -300 @ 30.3799991607666"
## [1] "2010-05-13 00:00:00 XLV -300 @ 30.3799991607666"
## [1] "2010-05-17 00:00:00 XLV 300 @ 29.9699993133545"
## [1] "2010-05-17 00:00:00 XLV 300 @ 29.9699993133545"
## [1] "2010-05-28 00:00:00 XLV -300 @ 28.8700008392334"
## [1] "2010-05-28 00:00:00 XLV -300 @ 28.8700008392334"
## [1] "2010-06-02 00:00:00 XLV 300 @ 29.1700000762939"
## [1] "2010-06-02 00:00:00 XLV 300 @ 29.1700000762939"
## [1] "2010-06-03 00:00:00 XLV -300 @ 29.3400001525879"
## [1] "2010-06-03 00:00:00 XLV -300 @ 29.3400001525879"
## [1] "2010-06-07 00:00:00 XLV 300 @ 28.4400005340576"
## [1] "2010-06-07 00:00:00 XLV 300 @ 28.4400005340576"
## [1] "2010-06-11 00:00:00 XLV -300 @ 29.1599998474121"
## [1] "2010-06-11 00:00:00 XLV -300 @ 29.1599998474121"
## [1] "2010-06-21 00:00:00 XLV 300 @ 29.5"
## [1] "2010-06-21 00:00:00 XLV 300 @ 29.5"
## [1] "2010-07-08 00:00:00 XLV -300 @ 28.9599990844727"
## [1] "2010-07-08 00:00:00 XLV -300 @ 28.9599990844727"
## [1] "2010-07-19 00:00:00 XLV 300 @ 28.8099994659424"
## [1] "2010-07-19 00:00:00 XLV 300 @ 28.8099994659424"
## [1] "2010-07-27 00:00:00 XLV -300 @ 28.8700008392334"
## [1] "2010-07-27 00:00:00 XLV -300 @ 28.8700008392334"
## [1] "2010-07-29 00:00:00 XLV 300 @ 28.4599990844727"
## [1] "2010-07-29 00:00:00 XLV 300 @ 28.4599990844727"
## [1] "2010-08-03 00:00:00 XLV -300 @ 29.3500003814697"
## [1] "2010-08-03 00:00:00 XLV -300 @ 29.3500003814697"
## [1] "2010-08-12 00:00:00 XLV 300 @ 29.2099990844727"
## [1] "2010-08-12 00:00:00 XLV 300 @ 29.2099990844727"
## [1] "2010-08-18 00:00:00 XLV -300 @ 29.3099994659424"
## [1] "2010-08-18 00:00:00 XLV -300 @ 29.3099994659424"
## [1] "2010-08-20 00:00:00 XLV 300 @ 28.6700000762939"
## [1] "2010-08-20 00:00:00 XLV 300 @ 28.6700000762939"
## [1] "2010-09-02 00:00:00 XLV -300 @ 28.8999996185303"
## [1] "2010-09-02 00:00:00 XLV -300 @ 28.8999996185303"
## [1] "2010-10-05 00:00:00 XLV 300 @ 30.75"
## [1] "2010-10-05 00:00:00 XLV 300 @ 30.75"
## [1] "2010-10-06 00:00:00 XLV -300 @ 30.6299991607666"
## [1] "2010-10-06 00:00:00 XLV -300 @ 30.6299991607666"
## [1] "2010-10-20 00:00:00 XLV 300 @ 31.1399993896484"
## [1] "2010-10-20 00:00:00 XLV 300 @ 31.1399993896484"
## [1] "2010-10-26 00:00:00 XLV -300 @ 31.3099994659424"
## [1] "2010-10-26 00:00:00 XLV -300 @ 31.3099994659424"
## [1] "2010-10-28 00:00:00 XLV 300 @ 31.2999992370605"
## [1] "2010-10-28 00:00:00 XLV 300 @ 31.2999992370605"
## [1] "2010-11-03 00:00:00 XLV -300 @ 31.4899997711182"
## [1] "2010-11-03 00:00:00 XLV -300 @ 31.4899997711182"
## [1] "2010-11-09 00:00:00 XLV 300 @ 31.2399997711182"
## [1] "2010-11-09 00:00:00 XLV 300 @ 31.2399997711182"
## [1] "2010-11-19 00:00:00 XLV -300 @ 31"
## [1] "2010-11-19 00:00:00 XLV -300 @ 31"
## [1] "2010-11-24 00:00:00 XLV 300 @ 30.8500003814697"
## [1] "2010-11-24 00:00:00 XLV 300 @ 30.8500003814697"
## [1] "2010-12-02 00:00:00 XLV -300 @ 31.0900001525879"
## [1] "2010-12-02 00:00:00 XLV -300 @ 31.0900001525879"
## [1] "2010-12-22 00:00:00 XLV 300 @ 31.6700000762939"
## [1] "2010-12-22 00:00:00 XLV 300 @ 31.6700000762939"
## [1] "2011-01-04 00:00:00 XLV -300 @ 31.8899993896484"
## [1] "2011-01-04 00:00:00 XLV -300 @ 31.8899993896484"
## [1] "2011-01-20 00:00:00 XLV 300 @ 32.1599998474121"
## [1] "2011-01-20 00:00:00 XLV 300 @ 32.1599998474121"
## [1] "2011-01-28 00:00:00 XLV -300 @ 31.6100006103516"
## [1] "2011-01-28 00:00:00 XLV -300 @ 31.6100006103516"
## [1] "2011-01-31 00:00:00 XLV 300 @ 31.6800003051758"
## [1] "2011-01-31 00:00:00 XLV 300 @ 31.6800003051758"
## [1] "2011-02-02 00:00:00 XLV -300 @ 32.1399993896484"
## [1] "2011-02-02 00:00:00 XLV -300 @ 32.1399993896484"
## [1] "2011-02-23 00:00:00 XLV 300 @ 32"
## [1] "2011-02-23 00:00:00 XLV 300 @ 32"
## [1] "2011-03-01 00:00:00 XLV -300 @ 32.4099998474121"
## [1] "2011-03-01 00:00:00 XLV -300 @ 32.4099998474121"
## [1] "2011-03-11 00:00:00 XLV 300 @ 32.7000007629395"
## [1] "2011-03-11 00:00:00 XLV 300 @ 32.7000007629395"
## [1] "2011-03-22 00:00:00 XLV -300 @ 32.2200012207031"
## [1] "2011-03-22 00:00:00 XLV -300 @ 32.2200012207031"
## [1] "2011-05-06 00:00:00 XLV 300 @ 35.5"
## [1] "2011-05-06 00:00:00 XLV 300 @ 35.5"
## [1] "2011-05-10 00:00:00 XLV -300 @ 35.9199981689453"
## [1] "2011-05-10 00:00:00 XLV -300 @ 35.9199981689453"
## [1] "2011-05-23 00:00:00 XLV 300 @ 35.6699981689453"
## [1] "2011-05-23 00:00:00 XLV 300 @ 35.6699981689453"
## [1] "2011-06-01 00:00:00 XLV -300 @ 35.6100006103516"
## [1] "2011-06-01 00:00:00 XLV -300 @ 35.6100006103516"
## [1] "2011-06-03 00:00:00 XLV 300 @ 35.189998626709"
## [1] "2011-06-03 00:00:00 XLV 300 @ 35.189998626709"
## [1] "2011-06-10 00:00:00 XLV -300 @ 34.810001373291"
## [1] "2011-06-10 00:00:00 XLV -300 @ 34.810001373291"
## [1] "2011-06-13 00:00:00 XLV 300 @ 34.9799995422363"
## [1] "2011-06-13 00:00:00 XLV 300 @ 34.9799995422363"
## [1] "2011-06-15 00:00:00 XLV -300 @ 34.7999992370605"
## [1] "2011-06-15 00:00:00 XLV -300 @ 34.7999992370605"
## [1] "2011-06-16 00:00:00 XLV 300 @ 34.8600006103516"
## [1] "2011-06-16 00:00:00 XLV 300 @ 34.8600006103516"
## [1] "2011-06-21 00:00:00 XLV -300 @ 35.3400001525879"
## [1] "2011-06-21 00:00:00 XLV -300 @ 35.3400001525879"
## [1] "2011-06-27 00:00:00 XLV 300 @ 34.8600006103516"
## [1] "2011-06-27 00:00:00 XLV 300 @ 34.8600006103516"
## [1] "2011-06-29 00:00:00 XLV -300 @ 35.4199981689453"
## [1] "2011-06-29 00:00:00 XLV -300 @ 35.4199981689453"
## [1] "2011-07-11 00:00:00 XLV 300 @ 35.2900009155273"
## [1] "2011-07-11 00:00:00 XLV 300 @ 35.2900009155273"
## [1] "2011-07-22 00:00:00 XLV -300 @ 35.5900001525879"
## [1] "2011-07-22 00:00:00 XLV -300 @ 35.5900001525879"
## [1] "2011-07-26 00:00:00 XLV 300 @ 34.939998626709"
## [1] "2011-07-26 00:00:00 XLV 300 @ 34.939998626709"
## [1] "2011-08-15 00:00:00 XLV -300 @ 32.1699981689453"
## [1] "2011-08-15 00:00:00 XLV -300 @ 32.1699981689453"
## [1] "2011-08-19 00:00:00 XLV 300 @ 31.0300006866455"
## [1] "2011-08-19 00:00:00 XLV 300 @ 31.0300006866455"
## [1] "2011-08-24 00:00:00 XLV -300 @ 32.3899993896484"
## [1] "2011-08-24 00:00:00 XLV -300 @ 32.3899993896484"
## [1] "2011-09-06 00:00:00 XLV 300 @ 32.5299987792969"
## [1] "2011-09-06 00:00:00 XLV 300 @ 32.5299987792969"
## [1] "2011-09-08 00:00:00 XLV -300 @ 32.9500007629395"
## [1] "2011-09-08 00:00:00 XLV -300 @ 32.9500007629395"
## [1] "2011-09-12 00:00:00 XLV 300 @ 32.0800018310547"
## [1] "2011-09-12 00:00:00 XLV 300 @ 32.0800018310547"
## [1] "2011-09-15 00:00:00 XLV -300 @ 33.0200004577637"
## [1] "2011-09-15 00:00:00 XLV -300 @ 33.0200004577637"
## [1] "2011-09-22 00:00:00 XLV 300 @ 31.4699993133545"
## [1] "2011-09-22 00:00:00 XLV 300 @ 31.4699993133545"
## [1] "2011-09-28 00:00:00 XLV -300 @ 31.9300003051758"
## [1] "2011-09-28 00:00:00 XLV -300 @ 31.9300003051758"
## [1] "2011-10-03 00:00:00 XLV 300 @ 30.7199993133545"
## [1] "2011-10-03 00:00:00 XLV 300 @ 30.7199993133545"
## [1] "2011-10-07 00:00:00 XLV -300 @ 31.8999996185303"
## [1] "2011-10-07 00:00:00 XLV -300 @ 31.8999996185303"
## [1] "2011-10-18 00:00:00 XLV 300 @ 32.5499992370605"
## [1] "2011-10-18 00:00:00 XLV 300 @ 32.5499992370605"
## [1] "2011-10-24 00:00:00 XLV -300 @ 33.6100006103516"
## [1] "2011-10-24 00:00:00 XLV -300 @ 33.6100006103516"
## [1] "2011-11-02 00:00:00 XLV 300 @ 33.1399993896484"
## [1] "2011-11-02 00:00:00 XLV 300 @ 33.1399993896484"
## [1] "2011-11-08 00:00:00 XLV -300 @ 33.9900016784668"
## [1] "2011-11-08 00:00:00 XLV -300 @ 33.9900016784668"
## [1] "2011-11-10 00:00:00 XLV 300 @ 33.4799995422363"
## [1] "2011-11-10 00:00:00 XLV 300 @ 33.4799995422363"
## [1] "2011-11-14 00:00:00 XLV -300 @ 33.8400001525879"
## [1] "2011-11-14 00:00:00 XLV -300 @ 33.8400001525879"
## [1] "2011-11-17 00:00:00 XLV 300 @ 32.9199981689453"
## [1] "2011-11-17 00:00:00 XLV 300 @ 32.9199981689453"
## [1] "2011-11-29 00:00:00 XLV -300 @ 32.7000007629395"
## [1] "2011-11-29 00:00:00 XLV -300 @ 32.7000007629395"
## [1] "2011-12-09 00:00:00 XLV 300 @ 33.8199996948242"
## [1] "2011-12-09 00:00:00 XLV 300 @ 33.8199996948242"
## [1] "2011-12-16 00:00:00 XLV -300 @ 33.4099998474121"
## [1] "2011-12-16 00:00:00 XLV -300 @ 33.4099998474121"
## [1] "2011-12-29 00:00:00 XLV 300 @ 34.75"
## [1] "2011-12-29 00:00:00 XLV 300 @ 34.75"
## [1] "2012-01-04 00:00:00 XLV -300 @ 34.9700012207031"
## [1] "2012-01-04 00:00:00 XLV -300 @ 34.9700012207031"
## [1] "2012-01-24 00:00:00 XLV 300 @ 35.7000007629395"
## [1] "2012-01-24 00:00:00 XLV 300 @ 35.7000007629395"
## [1] "2012-01-26 00:00:00 XLV -300 @ 35.7999992370605"
## [1] "2012-01-26 00:00:00 XLV -300 @ 35.7999992370605"
## [1] "2012-02-10 00:00:00 XLV 300 @ 35.810001373291"
## [1] "2012-02-10 00:00:00 XLV 300 @ 35.810001373291"
## [1] "2012-02-15 00:00:00 XLV -300 @ 36.1599998474121"
## [1] "2012-02-15 00:00:00 XLV -300 @ 36.1599998474121"
## [1] "2012-02-22 00:00:00 XLV 300 @ 35.9799995422363"
## [1] "2012-02-22 00:00:00 XLV 300 @ 35.9799995422363"
## [1] "2012-02-27 00:00:00 XLV -300 @ 36.2599983215332"
## [1] "2012-02-27 00:00:00 XLV -300 @ 36.2599983215332"
## [1] "2012-03-07 00:00:00 XLV 300 @ 35.9199981689453"
## [1] "2012-03-07 00:00:00 XLV 300 @ 35.9199981689453"
## [1] "2012-03-09 00:00:00 XLV -300 @ 36.4700012207031"
## [1] "2012-03-09 00:00:00 XLV -300 @ 36.4700012207031"
## [1] "2012-03-21 00:00:00 XLV 300 @ 36.6300010681152"
## [1] "2012-03-21 00:00:00 XLV 300 @ 36.6300010681152"
## [1] "2012-03-27 00:00:00 XLV -300 @ 37.3300018310547"
## [1] "2012-03-27 00:00:00 XLV -300 @ 37.3300018310547"
## [1] "2012-04-05 00:00:00 XLV 300 @ 37.5099983215332"
## [1] "2012-04-05 00:00:00 XLV 300 @ 37.5099983215332"
## [1] "2012-04-18 00:00:00 XLV -300 @ 37.0299987792969"
## [1] "2012-04-18 00:00:00 XLV -300 @ 37.0299987792969"
## [1] "2012-05-04 00:00:00 XLV 300 @ 36.9500007629395"
## [1] "2012-05-04 00:00:00 XLV 300 @ 36.9500007629395"
## [1] "2012-05-25 00:00:00 XLV -300 @ 36.4199981689453"
## [1] "2012-05-25 00:00:00 XLV -300 @ 36.4199981689453"
## [1] "2012-06-01 00:00:00 XLV 300 @ 35.5099983215332"
## [1] "2012-06-01 00:00:00 XLV 300 @ 35.5099983215332"
## [1] "2012-06-07 00:00:00 XLV -300 @ 36.3699989318848"
## [1] "2012-06-07 00:00:00 XLV -300 @ 36.3699989318848"
## [1] "2012-06-22 00:00:00 XLV 300 @ 37.4199981689453"
## [1] "2012-06-22 00:00:00 XLV 300 @ 37.4199981689453"
## [1] "2012-06-28 00:00:00 XLV -300 @ 37.2999992370605"
## [1] "2012-06-28 00:00:00 XLV -300 @ 37.2999992370605"
## [1] "2012-07-09 00:00:00 XLV 300 @ 37.8300018310547"
## [1] "2012-07-09 00:00:00 XLV 300 @ 37.8300018310547"
## [1] "2012-07-16 00:00:00 XLV -300 @ 38.2000007629395"
## [1] "2012-07-16 00:00:00 XLV -300 @ 38.2000007629395"
## [1] "2012-07-23 00:00:00 XLV 300 @ 37.7999992370605"
## [1] "2012-07-23 00:00:00 XLV 300 @ 37.7999992370605"
## [1] "2012-07-27 00:00:00 XLV -300 @ 38.8300018310547"
## [1] "2012-07-27 00:00:00 XLV -300 @ 38.8300018310547"
## [1] "2012-08-03 00:00:00 XLV 300 @ 38.4900016784668"
## [1] "2012-08-03 00:00:00 XLV 300 @ 38.4900016784668"
## [1] "2012-08-09 00:00:00 XLV -300 @ 38.5299987792969"
## [1] "2012-08-09 00:00:00 XLV -300 @ 38.5299987792969"
## [1] "2012-08-20 00:00:00 XLV 300 @ 38.560001373291"
## [1] "2012-08-20 00:00:00 XLV 300 @ 38.560001373291"
## [1] "2012-08-27 00:00:00 XLV -300 @ 38.7799987792969"
## [1] "2012-08-27 00:00:00 XLV -300 @ 38.7799987792969"
## [1] "2012-09-27 00:00:00 XLV 300 @ 40.2900009155273"
## [1] "2012-09-27 00:00:00 XLV 300 @ 40.2900009155273"
## [1] "2012-10-02 00:00:00 XLV -300 @ 40.5400009155273"
## [1] "2012-10-02 00:00:00 XLV -300 @ 40.5400009155273"
## [1] "2012-10-10 00:00:00 XLV 300 @ 40.3400001525879"
## [1] "2012-10-10 00:00:00 XLV 300 @ 40.3400001525879"
## [1] "2012-10-16 00:00:00 XLV -300 @ 41.3300018310547"
## [1] "2012-10-16 00:00:00 XLV -300 @ 41.3300018310547"
## [1] "2012-10-22 00:00:00 XLV 300 @ 40.6300010681152"
## [1] "2012-10-22 00:00:00 XLV 300 @ 40.6300010681152"
## [1] "2012-11-20 00:00:00 XLV -300 @ 39.560001373291"
## [1] "2012-11-20 00:00:00 XLV -300 @ 39.560001373291"
## [1] "2012-12-14 00:00:00 XLV 300 @ 40.5099983215332"
## [1] "2012-12-14 00:00:00 XLV 300 @ 40.5099983215332"
## [1] "2012-12-19 00:00:00 XLV -300 @ 40.7099990844727"
## [1] "2012-12-19 00:00:00 XLV -300 @ 40.7099990844727"
## [1] "2012-12-24 00:00:00 XLV 300 @ 40.0499992370605"
## [1] "2012-12-24 00:00:00 XLV 300 @ 40.0499992370605"
## [1] "2013-01-03 00:00:00 XLV -300 @ 40.7200012207031"
## [1] "2013-01-03 00:00:00 XLV -300 @ 40.7200012207031"
## [1] "2013-01-17 00:00:00 XLV 300 @ 42.0400009155273"
## [1] "2013-01-17 00:00:00 XLV 300 @ 42.0400009155273"
## [1] "2013-01-18 00:00:00 XLV -300 @ 42.1800003051758"
## [1] "2013-01-18 00:00:00 XLV -300 @ 42.1800003051758"
## [1] "2013-02-05 00:00:00 XLV 300 @ 43.2400016784668"
## [1] "2013-02-05 00:00:00 XLV 300 @ 43.2400016784668"
## [1] "2013-02-11 00:00:00 XLV -300 @ 43.2999992370605"
## [1] "2013-02-11 00:00:00 XLV -300 @ 43.2999992370605"
## [1] "2013-02-22 00:00:00 XLV 300 @ 43.3899993896484"
## [1] "2013-02-22 00:00:00 XLV 300 @ 43.3899993896484"
## [1] "2013-02-28 00:00:00 XLV -300 @ 43.4500007629395"
## [1] "2013-02-28 00:00:00 XLV -300 @ 43.4500007629395"
## [1] "2013-03-18 00:00:00 XLV 300 @ 44.439998626709"
## [1] "2013-03-18 00:00:00 XLV 300 @ 44.439998626709"
## [1] "2013-03-21 00:00:00 XLV -300 @ 44.5900001525879"
## [1] "2013-03-21 00:00:00 XLV -300 @ 44.5900001525879"
## [1] "2013-04-16 00:00:00 XLV 300 @ 47.7400016784668"
## [1] "2013-04-16 00:00:00 XLV 300 @ 47.7400016784668"
## [1] "2013-04-23 00:00:00 XLV -300 @ 48.189998626709"
## [1] "2013-04-23 00:00:00 XLV -300 @ 48.189998626709"
## [1] "2013-04-25 00:00:00 XLV 300 @ 47.5499992370605"
## [1] "2013-04-25 00:00:00 XLV 300 @ 47.5499992370605"
## [1] "2013-05-06 00:00:00 XLV -300 @ 47.3600006103516"
## [1] "2013-05-06 00:00:00 XLV -300 @ 47.3600006103516"
## [1] "2013-05-28 00:00:00 XLV 300 @ 49.6199989318848"
## [1] "2013-05-28 00:00:00 XLV 300 @ 49.6199989318848"
## [1] "2013-05-29 00:00:00 XLV -300 @ 48.8400001525879"
## [1] "2013-05-29 00:00:00 XLV -300 @ 48.8400001525879"
## [1] "2013-05-30 00:00:00 XLV 300 @ 49.189998626709"
## [1] "2013-05-30 00:00:00 XLV 300 @ 49.189998626709"
## [1] "2013-06-10 00:00:00 XLV -300 @ 48.5699996948242"
## [1] "2013-06-10 00:00:00 XLV -300 @ 48.5699996948242"
## [1] "2013-06-13 00:00:00 XLV 300 @ 48.6199989318848"
## [1] "2013-06-13 00:00:00 XLV 300 @ 48.6199989318848"
## [1] "2013-06-14 00:00:00 XLV -300 @ 48.5400009155273"
## [1] "2013-06-14 00:00:00 XLV -300 @ 48.5400009155273"
## [1] "2013-06-20 00:00:00 XLV 300 @ 47.0400009155273"
## [1] "2013-06-20 00:00:00 XLV 300 @ 47.0400009155273"
## [1] "2013-06-27 00:00:00 XLV -300 @ 47.9799995422363"
## [1] "2013-06-27 00:00:00 XLV -300 @ 47.9799995422363"
## [1] "2013-07-05 00:00:00 XLV 300 @ 48.2200012207031"
## [1] "2013-07-05 00:00:00 XLV 300 @ 48.2200012207031"
## [1] "2013-07-08 00:00:00 XLV -300 @ 48.4900016784668"
## [1] "2013-07-08 00:00:00 XLV -300 @ 48.4900016784668"
## [1] "2013-08-07 00:00:00 XLV 300 @ 51.0900001525879"
## [1] "2013-08-07 00:00:00 XLV 300 @ 51.0900001525879"
## [1] "2013-08-26 00:00:00 XLV -300 @ 49.8600006103516"
## [1] "2013-08-26 00:00:00 XLV -300 @ 49.8600006103516"
## [1] "2013-08-28 00:00:00 XLV 300 @ 49.2599983215332"
## [1] "2013-08-28 00:00:00 XLV 300 @ 49.2599983215332"
## [1] "2013-09-04 00:00:00 XLV -300 @ 50.1100006103516"
## [1] "2013-09-04 00:00:00 XLV -300 @ 50.1100006103516"
## [1] "2013-09-23 00:00:00 XLV 300 @ 51.1800003051758"
## [1] "2013-09-23 00:00:00 XLV 300 @ 51.1800003051758"
## [1] "2013-10-02 00:00:00 XLV -300 @ 51.1100006103516"
## [1] "2013-10-02 00:00:00 XLV -300 @ 51.1100006103516"
## [1] "2013-10-04 00:00:00 XLV 300 @ 51.2200012207031"
## [1] "2013-10-04 00:00:00 XLV 300 @ 51.2200012207031"
## [1] "2013-10-07 00:00:00 XLV -300 @ 50.6500015258789"
## [1] "2013-10-07 00:00:00 XLV -300 @ 50.6500015258789"
## [1] "2013-10-09 00:00:00 XLV 300 @ 49.8300018310547"
## [1] "2013-10-09 00:00:00 XLV 300 @ 49.8300018310547"
## [1] "2013-10-11 00:00:00 XLV -300 @ 51.2299995422363"
## [1] "2013-10-11 00:00:00 XLV -300 @ 51.2299995422363"
## [1] "2013-11-01 00:00:00 XLV 300 @ 53.1199989318848"
## [1] "2013-11-01 00:00:00 XLV 300 @ 53.1199989318848"
## [1] "2013-11-05 00:00:00 XLV -300 @ 52.9799995422363"
## [1] "2013-11-05 00:00:00 XLV -300 @ 52.9799995422363"
## [1] "2013-11-07 00:00:00 XLV 300 @ 52.3899993896484"
## [1] "2013-11-07 00:00:00 XLV 300 @ 52.3899993896484"
## [1] "2013-11-11 00:00:00 XLV -300 @ 53.2900009155273"
## [1] "2013-11-11 00:00:00 XLV -300 @ 53.2900009155273"
## [1] "2013-12-04 00:00:00 XLV 300 @ 54.6100006103516"
## [1] "2013-12-04 00:00:00 XLV 300 @ 54.6100006103516"
## [1] "2013-12-09 00:00:00 XLV -300 @ 55.3300018310547"
## [1] "2013-12-09 00:00:00 XLV -300 @ 55.3300018310547"
## [1] "2013-12-12 00:00:00 XLV 300 @ 53.7700004577637"
## [1] "2013-12-12 00:00:00 XLV 300 @ 53.7700004577637"
## [1] "2013-12-19 00:00:00 XLV -300 @ 54.8600006103516"
## [1] "2013-12-19 00:00:00 XLV -300 @ 54.8600006103516"
## [1] "2014-01-03 00:00:00 XLV 300 @ 55.2599983215332"
## [1] "2014-01-03 00:00:00 XLV 300 @ 55.2599983215332"
## [1] "2014-01-08 00:00:00 XLV -300 @ 56.0999984741211"
## [1] "2014-01-08 00:00:00 XLV -300 @ 56.0999984741211"
## [1] "2014-01-24 00:00:00 XLV 300 @ 55.6599998474121"
## [1] "2014-01-24 00:00:00 XLV 300 @ 55.6599998474121"
## [1] "2014-01-31 00:00:00 XLV -300 @ 55.9599990844727"
## [1] "2014-01-31 00:00:00 XLV -300 @ 55.9599990844727"
## [1] "2014-02-04 00:00:00 XLV 300 @ 55.4000015258789"
## [1] "2014-02-04 00:00:00 XLV 300 @ 55.4000015258789"
## [1] "2014-02-10 00:00:00 XLV -300 @ 56.8199996948242"
## [1] "2014-02-10 00:00:00 XLV -300 @ 56.8199996948242"
## [1] "2014-03-04 00:00:00 XLV 300 @ 60.1199989318848"
## [1] "2014-03-04 00:00:00 XLV 300 @ 60.1199989318848"
## [1] "2014-03-05 00:00:00 XLV -300 @ 59.9700012207031"
## [1] "2014-03-05 00:00:00 XLV -300 @ 59.9700012207031"
## [1] "2014-03-10 00:00:00 XLV 300 @ 59.7000007629395"
## [1] "2014-03-10 00:00:00 XLV 300 @ 59.7000007629395"
## [1] "2014-03-19 00:00:00 XLV -300 @ 59.4599990844727"
## [1] "2014-03-19 00:00:00 XLV -300 @ 59.4599990844727"
## [1] "2014-03-24 00:00:00 XLV 300 @ 57.5299987792969"
## [1] "2014-03-24 00:00:00 XLV 300 @ 57.5299987792969"
## [1] "2014-04-01 00:00:00 XLV -300 @ 58.8600006103516"
## [1] "2014-04-01 00:00:00 XLV -300 @ 58.8600006103516"
## [1] "2014-04-07 00:00:00 XLV 300 @ 57.4300003051758"
## [1] "2014-04-07 00:00:00 XLV 300 @ 57.4300003051758"
## [1] "2014-04-10 00:00:00 XLV -300 @ 56.2400016784668"
## [1] "2014-04-10 00:00:00 XLV -300 @ 56.2400016784668"
## [1] "2014-04-11 00:00:00 XLV 300 @ 55.7099990844727"
## [1] "2014-04-11 00:00:00 XLV 300 @ 55.7099990844727"
## [1] "2014-04-17 00:00:00 XLV -300 @ 56.8899993896484"
## [1] "2014-04-17 00:00:00 XLV -300 @ 56.8899993896484"
## [1] "2014-04-28 00:00:00 XLV 300 @ 57.7299995422363"
## [1] "2014-04-28 00:00:00 XLV 300 @ 57.7299995422363"
## [1] "2014-04-30 00:00:00 XLV -300 @ 58.1199989318848"
## [1] "2014-04-30 00:00:00 XLV -300 @ 58.1199989318848"
## [1] "2014-05-05 00:00:00 XLV 300 @ 58.1300010681152"
## [1] "2014-05-05 00:00:00 XLV 300 @ 58.1300010681152"
## [1] "2014-05-13 00:00:00 XLV -300 @ 58.5"
## [1] "2014-05-13 00:00:00 XLV -300 @ 58.5"
## [1] "2014-05-16 00:00:00 XLV 300 @ 58.1500015258789"
## [1] "2014-05-16 00:00:00 XLV 300 @ 58.1500015258789"
## [1] "2014-05-20 00:00:00 XLV -300 @ 58.1399993896484"
## [1] "2014-05-20 00:00:00 XLV -300 @ 58.1399993896484"
## [1] "2014-06-10 00:00:00 XLV 300 @ 60.0499992370605"
## [1] "2014-06-10 00:00:00 XLV 300 @ 60.0499992370605"
## [1] "2014-06-19 00:00:00 XLV -300 @ 60.4000015258789"
## [1] "2014-06-19 00:00:00 XLV -300 @ 60.4000015258789"
## [1] "2014-07-01 00:00:00 XLV 300 @ 61.5999984741211"
## [1] "2014-07-01 00:00:00 XLV 300 @ 61.5999984741211"
## [1] "2014-07-02 00:00:00 XLV -300 @ 62.0699996948242"
## [1] "2014-07-02 00:00:00 XLV -300 @ 62.0699996948242"
## [1] "2014-07-09 00:00:00 XLV 300 @ 61.5299987792969"
## [1] "2014-07-09 00:00:00 XLV 300 @ 61.5299987792969"
## [1] "2014-07-15 00:00:00 XLV -300 @ 61.2900009155273"
## [1] "2014-07-15 00:00:00 XLV -300 @ 61.2900009155273"
## [1] "2014-07-16 00:00:00 XLV 300 @ 61.0900001525879"
## [1] "2014-07-16 00:00:00 XLV 300 @ 61.0900001525879"
## [1] "2014-07-23 00:00:00 XLV -300 @ 62.189998626709"
## [1] "2014-07-23 00:00:00 XLV -300 @ 62.189998626709"
## [1] "2014-08-01 00:00:00 XLV 300 @ 60.9599990844727"
## [1] "2014-08-01 00:00:00 XLV 300 @ 60.9599990844727"
## [1] "2014-08-14 00:00:00 XLV -300 @ 61.9000015258789"
## [1] "2014-08-14 00:00:00 XLV -300 @ 61.9000015258789"
## [1] "2014-09-15 00:00:00 XLV 300 @ 63.6399993896484"
## [1] "2014-09-15 00:00:00 XLV 300 @ 63.6399993896484"
## [1] "2014-09-17 00:00:00 XLV -300 @ 64.5599975585938"
## [1] "2014-09-17 00:00:00 XLV -300 @ 64.5599975585938"
## [1] "2014-09-23 00:00:00 XLV 300 @ 64.1500015258789"
## [1] "2014-09-23 00:00:00 XLV 300 @ 64.1500015258789"
## [1] "2014-09-25 00:00:00 XLV -300 @ 64.1999969482422"
## [1] "2014-09-25 00:00:00 XLV -300 @ 64.1999969482422"
## [1] "2014-10-01 00:00:00 XLV 300 @ 63.2400016784668"
## [1] "2014-10-01 00:00:00 XLV 300 @ 63.2400016784668"
## [1] "2014-10-06 00:00:00 XLV -300 @ 64.1100006103516"
## [1] "2014-10-06 00:00:00 XLV -300 @ 64.1100006103516"
## [1] "2014-10-08 00:00:00 XLV 300 @ 64.6999969482422"
## [1] "2014-10-08 00:00:00 XLV 300 @ 64.6999969482422"
## [1] "2014-10-09 00:00:00 XLV -300 @ 63.3600006103516"
## [1] "2014-10-09 00:00:00 XLV -300 @ 63.3600006103516"
## [1] "2014-10-13 00:00:00 XLV 300 @ 61.4799995422363"
## [1] "2014-10-13 00:00:00 XLV 300 @ 61.4799995422363"
## [1] "2014-10-21 00:00:00 XLV -300 @ 63.5499992370605"
## [1] "2014-10-21 00:00:00 XLV -300 @ 63.5499992370605"
## [1] "2014-11-10 00:00:00 XLV 300 @ 67.7099990844727"
## [1] "2014-11-10 00:00:00 XLV 300 @ 67.7099990844727"
## [1] "2014-11-12 00:00:00 XLV -300 @ 67.8600006103516"
## [1] "2014-11-12 00:00:00 XLV -300 @ 67.8600006103516"
## [1] "2014-11-17 00:00:00 XLV 300 @ 67.5800018310547"
## [1] "2014-11-17 00:00:00 XLV 300 @ 67.5800018310547"
## [1] "2014-11-19 00:00:00 XLV -300 @ 68.2900009155273"
## [1] "2014-11-19 00:00:00 XLV -300 @ 68.2900009155273"
## [1] "2014-12-11 00:00:00 XLV 300 @ 69.8499984741211"
## [1] "2014-12-11 00:00:00 XLV 300 @ 69.8499984741211"
## [1] "2014-12-19 00:00:00 XLV -300 @ 70.4100036621094"
## [1] "2014-12-19 00:00:00 XLV -300 @ 70.4100036621094"
## [1] "2014-12-24 00:00:00 XLV 300 @ 68.6399993896484"
## [1] "2014-12-24 00:00:00 XLV 300 @ 68.6399993896484"
## [1] "2014-12-30 00:00:00 XLV -300 @ 69.0699996948242"
## [1] "2014-12-30 00:00:00 XLV -300 @ 69.0699996948242"
## [1] "2015-01-02 00:00:00 XLV 300 @ 68.629997253418"
## [1] "2015-01-02 00:00:00 XLV 300 @ 68.629997253418"
## [1] "2015-01-08 00:00:00 XLV -300 @ 70.8399963378906"
## [1] "2015-01-08 00:00:00 XLV -300 @ 70.8399963378906"
## [1] "2015-01-15 00:00:00 XLV 300 @ 69.0699996948242"
## [1] "2015-01-15 00:00:00 XLV 300 @ 69.0699996948242"
## [1] "2015-01-20 00:00:00 XLV -300 @ 70.370002746582"
## [1] "2015-01-20 00:00:00 XLV -300 @ 70.370002746582"
## [1] "2015-01-29 00:00:00 XLV 300 @ 70.370002746582"
## [1] "2015-01-29 00:00:00 XLV 300 @ 70.370002746582"
## [1] "2015-02-06 00:00:00 XLV -300 @ 69.7799987792969"
## [1] "2015-02-06 00:00:00 XLV -300 @ 69.7799987792969"
## [1] "2015-02-10 00:00:00 XLV 300 @ 70.120002746582"
## [1] "2015-02-10 00:00:00 XLV 300 @ 70.120002746582"
## [1] "2015-02-13 00:00:00 XLV -300 @ 70.7200012207031"
## [1] "2015-02-13 00:00:00 XLV -300 @ 70.7200012207031"
## [1] "2015-03-02 00:00:00 XLV 300 @ 72.8899993896484"
## [1] "2015-03-02 00:00:00 XLV 300 @ 72.8899993896484"
## [1] "2015-03-03 00:00:00 XLV -300 @ 72.2300033569336"
## [1] "2015-03-03 00:00:00 XLV -300 @ 72.2300033569336"
## [1] "2015-03-09 00:00:00 XLV 300 @ 71.8499984741211"
## [1] "2015-03-09 00:00:00 XLV 300 @ 71.8499984741211"
## [1] "2015-03-13 00:00:00 XLV -300 @ 71.8099975585938"
## [1] "2015-03-13 00:00:00 XLV -300 @ 71.8099975585938"
## [1] "2015-03-25 00:00:00 XLV 300 @ 72.6900024414062"
## [1] "2015-03-25 00:00:00 XLV 300 @ 72.6900024414062"
## [1] "2015-03-31 00:00:00 XLV -300 @ 72.5"
## [1] "2015-03-31 00:00:00 XLV -300 @ 72.5"
## [1] "2015-04-01 00:00:00 XLV 300 @ 71.7699966430664"
## [1] "2015-04-01 00:00:00 XLV 300 @ 71.7699966430664"
## [1] "2015-04-09 00:00:00 XLV -300 @ 73.4300003051758"
## [1] "2015-04-09 00:00:00 XLV -300 @ 73.4300003051758"
## [1] "2015-04-20 00:00:00 XLV 300 @ 73.7399978637695"
## [1] "2015-04-20 00:00:00 XLV 300 @ 73.7399978637695"
## [1] "2015-04-22 00:00:00 XLV -300 @ 74.3499984741211"
## [1] "2015-04-22 00:00:00 XLV -300 @ 74.3499984741211"
## [1] "2015-04-28 00:00:00 XLV 300 @ 73.4000015258789"
## [1] "2015-04-28 00:00:00 XLV 300 @ 73.4000015258789"
## [1] "2015-05-05 00:00:00 XLV -300 @ 72.2200012207031"
## [1] "2015-05-05 00:00:00 XLV -300 @ 72.2200012207031"
## [1] "2015-05-07 00:00:00 XLV 300 @ 72.2799987792969"
## [1] "2015-05-07 00:00:00 XLV 300 @ 72.2799987792969"
## [1] "2015-05-11 00:00:00 XLV -300 @ 73.4899978637695"
## [1] "2015-05-11 00:00:00 XLV -300 @ 73.4899978637695"
## [1] "2015-05-27 00:00:00 XLV 300 @ 75.0800018310547"
## [1] "2015-05-27 00:00:00 XLV 300 @ 75.0800018310547"
## [1] "2015-06-02 00:00:00 XLV -300 @ 74.75"
## [1] "2015-06-02 00:00:00 XLV -300 @ 74.75"
## [1] "2015-06-03 00:00:00 XLV 300 @ 74.8899993896484"
## [1] "2015-06-03 00:00:00 XLV 300 @ 74.8899993896484"
## [1] "2015-06-11 00:00:00 XLV -300 @ 75.370002746582"
## [1] "2015-06-11 00:00:00 XLV -300 @ 75.370002746582"
## [1] "2015-06-25 00:00:00 XLV 300 @ 76.0999984741211"
## [1] "2015-06-25 00:00:00 XLV 300 @ 76.0999984741211"
## [1] "2015-07-08 00:00:00 XLV -300 @ 73.879997253418"
## [1] "2015-07-08 00:00:00 XLV -300 @ 73.879997253418"
## [1] "2015-07-09 00:00:00 XLV 300 @ 74.2799987792969"
## [1] "2015-07-09 00:00:00 XLV 300 @ 74.2799987792969"
## [1] "2015-07-13 00:00:00 XLV -300 @ 75.9199981689453"
## [1] "2015-07-13 00:00:00 XLV -300 @ 75.9199981689453"
## [1] "2015-07-24 00:00:00 XLV 300 @ 74.8499984741211"
## [1] "2015-07-24 00:00:00 XLV 300 @ 74.8499984741211"
## [1] "2015-07-29 00:00:00 XLV -300 @ 76.2600021362305"
## [1] "2015-07-29 00:00:00 XLV -300 @ 76.2600021362305"
## [1] "2015-08-07 00:00:00 XLV 300 @ 75.3199996948242"
## [1] "2015-08-07 00:00:00 XLV 300 @ 75.3199996948242"
## [1] "2015-08-18 00:00:00 XLV -300 @ 76.0299987792969"
## [1] "2015-08-18 00:00:00 XLV -300 @ 76.0299987792969"
## [1] "2015-08-21 00:00:00 XLV 300 @ 71.6999969482422"
## [1] "2015-08-21 00:00:00 XLV 300 @ 71.6999969482422"
## [1] "2015-08-28 00:00:00 XLV -300 @ 71.8000030517578"
## [1] "2015-08-28 00:00:00 XLV -300 @ 71.8000030517578"
## [1] "2015-09-01 00:00:00 XLV 300 @ 68.6399993896484"
## [1] "2015-09-01 00:00:00 XLV 300 @ 68.6399993896484"
## [1] "2015-09-09 00:00:00 XLV -300 @ 69.5100021362305"
## [1] "2015-09-09 00:00:00 XLV -300 @ 69.5100021362305"
## [1] "2015-09-21 00:00:00 XLV 300 @ 69.9700012207031"
## [1] "2015-09-21 00:00:00 XLV 300 @ 69.9700012207031"
## [1] "2015-10-02 00:00:00 XLV -300 @ 68.2900009155273"
## [1] "2015-10-02 00:00:00 XLV -300 @ 68.2900009155273"
## [1] "2015-10-07 00:00:00 XLV 300 @ 67.9300003051758"
## [1] "2015-10-07 00:00:00 XLV 300 @ 67.9300003051758"
## [1] "2015-10-12 00:00:00 XLV -300 @ 68.620002746582"
## [1] "2015-10-12 00:00:00 XLV -300 @ 68.620002746582"
## [1] "2015-10-14 00:00:00 XLV 300 @ 67.629997253418"
## [1] "2015-10-14 00:00:00 XLV 300 @ 67.629997253418"
## [1] "2015-10-16 00:00:00 XLV -300 @ 69.7600021362305"
## [1] "2015-10-16 00:00:00 XLV -300 @ 69.7600021362305"
## [1] "2015-10-21 00:00:00 XLV 300 @ 68.2900009155273"
## [1] "2015-10-21 00:00:00 XLV 300 @ 68.2900009155273"
## [1] "2015-10-26 00:00:00 XLV -300 @ 69.5999984741211"
## [1] "2015-10-26 00:00:00 XLV -300 @ 69.5999984741211"
## [1] "2015-11-09 00:00:00 XLV 300 @ 71.1999969482422"
## [1] "2015-11-09 00:00:00 XLV 300 @ 71.1999969482422"
## [1] "2015-11-18 00:00:00 XLV -300 @ 72.120002746582"
## [1] "2015-11-18 00:00:00 XLV -300 @ 72.120002746582"
## [1] "2015-12-01 00:00:00 XLV 300 @ 72.3099975585938"
## [1] "2015-12-01 00:00:00 XLV 300 @ 72.3099975585938"
## [1] "2015-12-02 00:00:00 XLV -300 @ 71.6999969482422"
## [1] "2015-12-02 00:00:00 XLV -300 @ 71.6999969482422"
## [1] "2015-12-04 00:00:00 XLV 300 @ 71.7799987792969"
## [1] "2015-12-04 00:00:00 XLV 300 @ 71.7799987792969"
## [1] "2015-12-16 00:00:00 XLV -300 @ 72.6100006103516"
## [1] "2015-12-16 00:00:00 XLV -300 @ 72.6100006103516"
## [1] "2015-12-21 00:00:00 XLV 300 @ 71.129997253418"
## [1] "2015-12-21 00:00:00 XLV 300 @ 71.129997253418"
## [1] "2015-12-24 00:00:00 XLV -300 @ 72.4499969482422"
## [1] "2015-12-24 00:00:00 XLV -300 @ 72.4499969482422"
## [1] "2016-01-04 00:00:00 XLV 300 @ 70.7300033569336"
## [1] "2016-01-04 00:00:00 XLV 300 @ 70.7300033569336"
## [1] "2016-01-25 00:00:00 XLV -300 @ 67.2200012207031"
## [1] "2016-01-25 00:00:00 XLV -300 @ 67.2200012207031"
## [1] "2016-01-28 00:00:00 XLV 300 @ 65.4000015258789"
## [1] "2016-01-28 00:00:00 XLV 300 @ 65.4000015258789"
## [1] "2016-02-17 00:00:00 XLV -300 @ 66.4100036621094"
## [1] "2016-02-17 00:00:00 XLV -300 @ 66.4100036621094"
## [1] "2016-03-01 00:00:00 XLV 300 @ 67.6500015258789"
## [1] "2016-03-01 00:00:00 XLV 300 @ 67.6500015258789"
## [1] "2016-03-02 00:00:00 XLV -300 @ 67.7600021362305"
## [1] "2016-03-02 00:00:00 XLV -300 @ 67.7600021362305"
## [1] "2016-03-09 00:00:00 XLV 300 @ 67.2399978637695"
## [1] "2016-03-09 00:00:00 XLV 300 @ 67.2399978637695"
## [1] "2016-03-14 00:00:00 XLV -300 @ 68.3000030517578"
## [1] "2016-03-14 00:00:00 XLV -300 @ 68.3000030517578"
## [1] "2016-03-16 00:00:00 XLV 300 @ 67.0800018310547"
## [1] "2016-03-16 00:00:00 XLV 300 @ 67.0800018310547"
## [1] "2016-03-22 00:00:00 XLV -300 @ 67.9000015258789"
## [1] "2016-03-22 00:00:00 XLV -300 @ 67.9000015258789"
## [1] "2016-03-29 00:00:00 XLV 300 @ 67.9800033569336"
## [1] "2016-03-29 00:00:00 XLV 300 @ 67.9800033569336"
## [1] "2016-03-30 00:00:00 XLV -300 @ 67.9899978637695"
## [1] "2016-03-30 00:00:00 XLV -300 @ 67.9899978637695"
## [1] "2016-04-12 00:00:00 XLV 300 @ 69.379997253418"
## [1] "2016-04-12 00:00:00 XLV 300 @ 69.379997253418"
## [1] "2016-04-14 00:00:00 XLV -300 @ 70.0699996948242"
## [1] "2016-04-14 00:00:00 XLV -300 @ 70.0699996948242"
## [1] "2016-04-27 00:00:00 XLV 300 @ 71.2399978637695"
## [1] "2016-04-27 00:00:00 XLV 300 @ 71.2399978637695"
## [1] "2016-05-10 00:00:00 XLV -300 @ 70.5599975585938"
## [1] "2016-05-10 00:00:00 XLV -300 @ 70.5599975585938"
## [1] "2016-05-13 00:00:00 XLV 300 @ 69.1399993896484"
## [1] "2016-05-13 00:00:00 XLV 300 @ 69.1399993896484"
## [1] "2016-05-17 00:00:00 XLV -300 @ 69.3499984741211"
## [1] "2016-05-17 00:00:00 XLV -300 @ 69.3499984741211"
## [1] "2016-05-20 00:00:00 XLV 300 @ 69.6900024414062"
## [1] "2016-05-20 00:00:00 XLV 300 @ 69.6900024414062"
## [1] "2016-05-25 00:00:00 XLV -300 @ 70.8499984741211"
## [1] "2016-05-25 00:00:00 XLV -300 @ 70.8499984741211"
## [1] "2016-06-13 00:00:00 XLV 300 @ 71.2099990844727"
## [1] "2016-06-13 00:00:00 XLV 300 @ 71.2099990844727"
## [1] "2016-06-24 00:00:00 XLV -300 @ 69.3099975585938"
## [1] "2016-06-24 00:00:00 XLV -300 @ 69.3099975585938"
## [1] "2016-06-27 00:00:00 XLV 300 @ 68.379997253418"
## [1] "2016-06-27 00:00:00 XLV 300 @ 68.379997253418"
## [1] "2016-06-30 00:00:00 XLV -300 @ 71.7099990844727"
## [1] "2016-06-30 00:00:00 XLV -300 @ 71.7099990844727"
## [1] "2016-07-20 00:00:00 XLV 300 @ 74.620002746582"
## [1] "2016-07-20 00:00:00 XLV 300 @ 74.620002746582"
## [1] "2016-07-21 00:00:00 XLV -300 @ 74.8399963378906"
## [1] "2016-07-21 00:00:00 XLV -300 @ 74.8399963378906"
## [1] "2016-08-04 00:00:00 XLV 300 @ 75.0699996948242"
## [1] "2016-08-04 00:00:00 XLV 300 @ 75.0699996948242"
## [1] "2016-08-23 00:00:00 XLV -300 @ 74.5800018310547"
## [1] "2016-08-23 00:00:00 XLV -300 @ 74.5800018310547"
## [1] "2016-08-25 00:00:00 XLV 300 @ 72.7900009155273"
## [1] "2016-08-25 00:00:00 XLV 300 @ 72.7900009155273"
## [1] "2016-09-07 00:00:00 XLV -300 @ 72.9100036621094"
## [1] "2016-09-07 00:00:00 XLV -300 @ 72.9100036621094"
## [1] "2016-09-12 00:00:00 XLV 300 @ 72.5699996948242"
## [1] "2016-09-12 00:00:00 XLV 300 @ 72.5699996948242"
## [1] "2016-09-16 00:00:00 XLV -300 @ 72.1100006103516"
## [1] "2016-09-16 00:00:00 XLV -300 @ 72.1100006103516"
## [1] "2016-09-27 00:00:00 XLV 300 @ 72.7699966430664"
## [1] "2016-09-27 00:00:00 XLV 300 @ 72.7699966430664"
## [1] "2016-10-11 00:00:00 XLV -300 @ 70.3899993896484"
## [1] "2016-10-11 00:00:00 XLV -300 @ 70.3899993896484"
## [1] "2016-10-12 00:00:00 XLV 300 @ 70.0599975585938"
## [1] "2016-10-12 00:00:00 XLV 300 @ 70.0599975585938"
## [1] "2016-10-19 00:00:00 XLV -300 @ 69.9599990844727"
## [1] "2016-10-19 00:00:00 XLV -300 @ 69.9599990844727"
## [1] "2016-10-24 00:00:00 XLV 300 @ 69.5800018310547"
## [1] "2016-10-24 00:00:00 XLV 300 @ 69.5800018310547"
## [1] "2016-11-08 00:00:00 XLV -300 @ 68.370002746582"
## [1] "2016-11-08 00:00:00 XLV -300 @ 68.370002746582"
## [1] "2016-11-21 00:00:00 XLV 300 @ 69.9499969482422"
## [1] "2016-11-21 00:00:00 XLV 300 @ 69.9499969482422"
## [1] "2016-12-12 00:00:00 XLV -300 @ 69.1800003051758"
## [1] "2016-12-12 00:00:00 XLV -300 @ 69.1800003051758"
## [1] "2016-12-20 00:00:00 XLV 300 @ 69.2399978637695"
## [1] "2016-12-20 00:00:00 XLV 300 @ 69.2399978637695"
## [1] "2016-12-27 00:00:00 XLV -300 @ 69.5999984741211"
## [1] "2016-12-27 00:00:00 XLV -300 @ 69.5999984741211"
## [1] "2016-12-29 00:00:00 XLV 300 @ 69.1900024414062"
## [1] "2016-12-29 00:00:00 XLV 300 @ 69.1900024414062"
## [1] "2017-01-04 00:00:00 XLV -300 @ 70.3899993896484"
## [1] "2017-01-04 00:00:00 XLV -300 @ 70.3899993896484"
## [1] "2017-01-12 00:00:00 XLV 300 @ 70.8499984741211"
## [1] "2017-01-12 00:00:00 XLV 300 @ 70.8499984741211"
## [1] "2017-02-01 00:00:00 XLV -300 @ 71.129997253418"
## [1] "2017-02-01 00:00:00 XLV -300 @ 71.129997253418"
## [1] "2017-03-08 00:00:00 XLV 300 @ 75.2799987792969"
## [1] "2017-03-08 00:00:00 XLV 300 @ 75.2799987792969"
## [1] "2017-03-10 00:00:00 XLV -300 @ 75.9800033569336"
## [1] "2017-03-10 00:00:00 XLV -300 @ 75.9800033569336"
## [1] "2017-03-20 00:00:00 XLV 300 @ 75.0500030517578"
## [1] "2017-03-20 00:00:00 XLV 300 @ 75.0500030517578"
## [1] "2017-03-29 00:00:00 XLV -300 @ 74.5599975585938"
## [1] "2017-03-29 00:00:00 XLV -300 @ 74.5599975585938"
## [1] "2017-04-03 00:00:00 XLV 300 @ 74.4199981689453"
## [1] "2017-04-03 00:00:00 XLV 300 @ 74.4199981689453"
## [1] "2017-04-10 00:00:00 XLV -300 @ 74.2699966430664"
## [1] "2017-04-10 00:00:00 XLV -300 @ 74.2699966430664"
## [1] "2017-04-12 00:00:00 XLV 300 @ 74.1699981689453"
## [1] "2017-04-12 00:00:00 XLV 300 @ 74.1699981689453"
## [1] "2017-04-21 00:00:00 XLV -300 @ 73.6800003051758"
## [1] "2017-04-21 00:00:00 XLV -300 @ 73.6800003051758"
## [1] "2017-05-09 00:00:00 XLV 300 @ 75.5899963378906"
## [1] "2017-05-09 00:00:00 XLV 300 @ 75.5899963378906"
## [1] "2017-05-16 00:00:00 XLV -300 @ 75.4800033569336"
## [1] "2017-05-16 00:00:00 XLV -300 @ 75.4800033569336"
## [1] "2017-05-18 00:00:00 XLV 300 @ 74.8199996948242"
## [1] "2017-05-18 00:00:00 XLV 300 @ 74.8199996948242"
## [1] "2017-05-23 00:00:00 XLV -300 @ 75.4800033569336"
## [1] "2017-05-23 00:00:00 XLV -300 @ 75.4800033569336"
## [1] "2017-06-28 00:00:00 XLV 300 @ 80.0800018310547"
## [1] "2017-06-28 00:00:00 XLV 300 @ 80.0800018310547"
## [1] "2017-07-06 00:00:00 XLV -300 @ 78.8199996948242"
## [1] "2017-07-06 00:00:00 XLV -300 @ 78.8199996948242"
## [1] "2017-07-07 00:00:00 XLV 300 @ 79.2200012207031"
## [1] "2017-07-07 00:00:00 XLV 300 @ 79.2200012207031"
## [1] "2017-07-13 00:00:00 XLV -300 @ 79.5899963378906"
## [1] "2017-07-13 00:00:00 XLV -300 @ 79.5899963378906"
## [1] "2017-07-26 00:00:00 XLV 300 @ 80.1100006103516"
## [1] "2017-07-26 00:00:00 XLV 300 @ 80.1100006103516"
## [1] "2017-08-15 00:00:00 XLV -300 @ 79.129997253418"
## [1] "2017-08-15 00:00:00 XLV -300 @ 79.129997253418"
## [1] "2017-08-18 00:00:00 XLV 300 @ 78"
## [1] "2017-08-18 00:00:00 XLV 300 @ 78"
## [1] "2017-08-23 00:00:00 XLV -300 @ 78.6999969482422"
## [1] "2017-08-23 00:00:00 XLV -300 @ 78.6999969482422"
## [1] "2017-09-18 00:00:00 XLV 300 @ 82.5699996948242"
## [1] "2017-09-18 00:00:00 XLV 300 @ 82.5699996948242"
## [1] "2017-10-02 00:00:00 XLV -300 @ 82.5599975585938"
## [1] "2017-10-02 00:00:00 XLV -300 @ 82.5599975585938"
## [1] "2017-10-10 00:00:00 XLV 300 @ 82.5599975585938"
## [1] "2017-10-10 00:00:00 XLV 300 @ 82.5599975585938"
## [1] "2017-10-18 00:00:00 XLV -300 @ 83.2799987792969"
## [1] "2017-10-18 00:00:00 XLV -300 @ 83.2799987792969"
## [1] "2017-10-25 00:00:00 XLV 300 @ 82.9899978637695"
## [1] "2017-10-25 00:00:00 XLV 300 @ 82.9899978637695"
## [1] "2017-11-06 00:00:00 XLV -300 @ 81.3600006103516"
## [1] "2017-11-06 00:00:00 XLV -300 @ 81.3600006103516"
## [1] "2017-11-13 00:00:00 XLV 300 @ 81.2799987792969"
## [1] "2017-11-13 00:00:00 XLV 300 @ 81.2799987792969"
## [1] "2017-11-17 00:00:00 XLV -300 @ 81.2399978637695"
## [1] "2017-11-17 00:00:00 XLV -300 @ 81.2399978637695"
## [1] "2017-11-21 00:00:00 XLV 300 @ 81.6100006103516"
## [1] "2017-11-21 00:00:00 XLV 300 @ 81.6100006103516"
## [1] "2017-11-22 00:00:00 XLV -300 @ 81.5800018310547"
## [1] "2017-11-22 00:00:00 XLV -300 @ 81.5800018310547"
## [1] "2017-12-05 00:00:00 XLV 300 @ 82.1399993896484"
## [1] "2017-12-05 00:00:00 XLV 300 @ 82.1399993896484"
## [1] "2017-12-11 00:00:00 XLV -300 @ 83.3600006103516"
## [1] "2017-12-11 00:00:00 XLV -300 @ 83.3600006103516"
## [1] "2017-12-15 00:00:00 XLV 300 @ 83.7099990844727"
## [1] "2017-12-15 00:00:00 XLV 300 @ 83.7099990844727"
## [1] "2017-12-29 00:00:00 XLV -300 @ 82.6800003051758"
## [1] "2017-12-29 00:00:00 XLV -300 @ 82.6800003051758"
## [1] "2018-01-02 00:00:00 XLV 300 @ 83.6100006103516"
## [1] "2018-01-02 00:00:00 XLV 300 @ 83.6100006103516"
## [1] "2018-01-03 00:00:00 XLV -300 @ 84.4100036621094"
## [1] "2018-01-03 00:00:00 XLV -300 @ 84.4100036621094"
## [1] "2018-01-31 00:00:00 XLV 300 @ 88.0999984741211"
## [1] "2018-01-31 00:00:00 XLV 300 @ 88.0999984741211"
## [1] "2018-02-15 00:00:00 XLV -300 @ 84.8000030517578"
## [1] "2018-02-15 00:00:00 XLV -300 @ 84.8000030517578"
## [1] "2018-02-22 00:00:00 XLV 300 @ 83.9899978637695"
## [1] "2018-02-22 00:00:00 XLV 300 @ 83.9899978637695"
## [1] "2018-02-26 00:00:00 XLV -300 @ 86.4100036621094"
## [1] "2018-02-26 00:00:00 XLV -300 @ 86.4100036621094"
## [1] "2018-03-01 00:00:00 XLV 300 @ 82.8000030517578"
## [1] "2018-03-01 00:00:00 XLV 300 @ 82.8000030517578"
## [1] "2018-03-08 00:00:00 XLV -300 @ 85.2799987792969"
## [1] "2018-03-08 00:00:00 XLV -300 @ 85.2799987792969"
## [1] "2018-03-16 00:00:00 XLV 300 @ 85.3899993896484"
## [1] "2018-03-16 00:00:00 XLV 300 @ 85.3899993896484"
## [1] "2018-04-02 00:00:00 XLV -300 @ 79.5500030517578"
## [1] "2018-04-02 00:00:00 XLV -300 @ 79.5500030517578"
## [1] "2018-04-03 00:00:00 XLV 300 @ 80.7600021362305"
## [1] "2018-04-03 00:00:00 XLV 300 @ 80.7600021362305"
## [1] "2018-04-05 00:00:00 XLV -300 @ 81.8499984741211"
## [1] "2018-04-05 00:00:00 XLV -300 @ 81.8499984741211"
## [1] "2018-04-09 00:00:00 XLV 300 @ 80.6699981689453"
## [1] "2018-04-09 00:00:00 XLV 300 @ 80.6699981689453"
## [1] "2018-04-11 00:00:00 XLV -300 @ 81.3600006103516"
## [1] "2018-04-11 00:00:00 XLV -300 @ 81.3600006103516"
## [1] "2018-04-23 00:00:00 XLV 300 @ 82.4100036621094"
## [1] "2018-04-23 00:00:00 XLV 300 @ 82.4100036621094"
## [1] "2018-04-27 00:00:00 XLV -300 @ 83.5400009155273"
## [1] "2018-04-27 00:00:00 XLV -300 @ 83.5400009155273"
## [1] "2018-05-01 00:00:00 XLV 300 @ 82.2200012207031"
## [1] "2018-05-01 00:00:00 XLV 300 @ 82.2200012207031"
## [1] "2018-05-11 00:00:00 XLV -300 @ 83.0299987792969"
## [1] "2018-05-11 00:00:00 XLV -300 @ 83.0299987792969"
## [1] "2018-05-29 00:00:00 XLV 300 @ 82.0899963378906"
## [1] "2018-05-29 00:00:00 XLV 300 @ 82.0899963378906"
## [1] "2018-05-31 00:00:00 XLV -300 @ 82.4100036621094"
## [1] "2018-05-31 00:00:00 XLV -300 @ 82.4100036621094"
## [1] "2018-06-19 00:00:00 XLV 300 @ 84.8600006103516"
## [1] "2018-06-19 00:00:00 XLV 300 @ 84.8600006103516"
## [1] "2018-07-03 00:00:00 XLV -300 @ 83.9199981689453"
## [1] "2018-07-03 00:00:00 XLV -300 @ 83.9199981689453"
## [1] "2018-07-20 00:00:00 XLV 300 @ 86.7600021362305"
## [1] "2018-07-20 00:00:00 XLV 300 @ 86.7600021362305"
## [1] "2018-07-25 00:00:00 XLV -300 @ 88.8499984741211"
## [1] "2018-07-25 00:00:00 XLV -300 @ 88.8499984741211"
## [1] "2018-08-13 00:00:00 XLV 300 @ 89.6600036621094"
## [1] "2018-08-13 00:00:00 XLV 300 @ 89.6600036621094"
## [1] "2018-08-15 00:00:00 XLV -300 @ 89.9300003051758"
## [1] "2018-08-15 00:00:00 XLV -300 @ 89.9300003051758"
## [1] "2018-09-05 00:00:00 XLV 300 @ 92.4100036621094"
## [1] "2018-09-05 00:00:00 XLV 300 @ 92.4100036621094"
## [1] "2018-09-10 00:00:00 XLV -300 @ 92.3099975585938"
## [1] "2018-09-10 00:00:00 XLV -300 @ 92.3099975585938"
## [1] "2018-09-11 00:00:00 XLV 300 @ 92.2300033569336"
## [1] "2018-09-11 00:00:00 XLV 300 @ 92.2300033569336"
## [1] "2018-09-13 00:00:00 XLV -300 @ 93.8399963378906"
## [1] "2018-09-13 00:00:00 XLV -300 @ 93.8399963378906"
## [1] "2018-10-05 00:00:00 XLV 300 @ 94.2900009155273"
## [1] "2018-10-05 00:00:00 XLV 300 @ 94.2900009155273"
## [1] "2018-10-17 00:00:00 XLV -300 @ 93.4100036621094"
## [1] "2018-10-17 00:00:00 XLV -300 @ 93.4100036621094"
## [1] "2018-10-22 00:00:00 XLV 300 @ 90.7600021362305"
## [1] "2018-10-22 00:00:00 XLV 300 @ 90.7600021362305"
## [1] "2018-10-31 00:00:00 XLV -300 @ 88.6999969482422"
## [1] "2018-10-31 00:00:00 XLV -300 @ 88.6999969482422"
## [1] "2018-11-13 00:00:00 XLV 300 @ 91.0500030517578"
## [1] "2018-11-13 00:00:00 XLV 300 @ 91.0500030517578"
## [1] "2018-11-19 00:00:00 XLV -300 @ 90.870002746582"
## [1] "2018-11-19 00:00:00 XLV -300 @ 90.870002746582"
## [1] "2018-11-21 00:00:00 XLV 300 @ 89.5100021362305"
## [1] "2018-11-21 00:00:00 XLV 300 @ 89.5100021362305"
## [1] "2018-11-27 00:00:00 XLV -300 @ 91.4499969482422"
## [1] "2018-11-27 00:00:00 XLV -300 @ 91.4499969482422"
## [1] "2018-12-06 00:00:00 XLV 300 @ 92.9300003051758"
## [1] "2018-12-06 00:00:00 XLV 300 @ 92.9300003051758"
## [1] "2018-12-13 00:00:00 XLV -300 @ 92.0599975585938"
## [1] "2018-12-13 00:00:00 XLV -300 @ 92.0599975585938"
## [1] "2018-12-17 00:00:00 XLV 300 @ 87.1900024414062"
## [1] "2018-12-17 00:00:00 XLV 300 @ 87.1900024414062"
## [1] "2018-12-28 00:00:00 XLV -300 @ 85.25"
## [1] "2018-12-28 00:00:00 XLV -300 @ 85.25"
## [1] "2019-01-04 00:00:00 XLV 300 @ 85.9599990844727"
## [1] "2019-01-04 00:00:00 XLV 300 @ 85.9599990844727"
## [1] "2019-01-08 00:00:00 XLV -300 @ 86.9599990844727"
## [1] "2019-01-08 00:00:00 XLV -300 @ 86.9599990844727"
## [1] "2019-01-15 00:00:00 XLV 300 @ 88.4000015258789"
## [1] "2019-01-15 00:00:00 XLV 300 @ 88.4000015258789"
## [1] "2019-01-16 00:00:00 XLV -300 @ 88.2399978637695"
## [1] "2019-01-16 00:00:00 XLV -300 @ 88.2399978637695"
## [1] "2019-01-25 00:00:00 XLV 300 @ 88.9199981689453"
## [1] "2019-01-25 00:00:00 XLV 300 @ 88.9199981689453"
## [1] "2019-01-31 00:00:00 XLV -300 @ 90.6699981689453"
## [1] "2019-01-31 00:00:00 XLV -300 @ 90.6699981689453"
## [1] "2019-02-08 00:00:00 XLV 300 @ 89.9400024414062"
## [1] "2019-02-08 00:00:00 XLV 300 @ 89.9400024414062"
## [1] "2019-02-13 00:00:00 XLV -300 @ 91.2600021362305"
## [1] "2019-02-13 00:00:00 XLV -300 @ 91.2600021362305"
## [1] "2019-02-22 00:00:00 XLV 300 @ 92.5500030517578"
## [1] "2019-02-22 00:00:00 XLV 300 @ 92.5500030517578"
## [1] "2019-02-26 00:00:00 XLV -300 @ 92.3499984741211"
## [1] "2019-02-26 00:00:00 XLV -300 @ 92.3499984741211"
## [1] "2019-02-28 00:00:00 XLV 300 @ 91.6500015258789"
## [1] "2019-02-28 00:00:00 XLV 300 @ 91.6500015258789"
## [1] "2019-03-04 00:00:00 XLV -300 @ 91.6900024414062"
## [1] "2019-03-04 00:00:00 XLV -300 @ 91.6900024414062"
## [1] "2019-03-07 00:00:00 XLV 300 @ 89.5899963378906"
## [1] "2019-03-07 00:00:00 XLV 300 @ 89.5899963378906"
## [1] "2019-03-13 00:00:00 XLV -300 @ 92.0599975585938"
## [1] "2019-03-13 00:00:00 XLV -300 @ 92.0599975585938"
## [1] "2019-03-25 00:00:00 XLV 300 @ 90.5699996948242"
## [1] "2019-03-25 00:00:00 XLV 300 @ 90.5699996948242"
## [1] "2019-04-01 00:00:00 XLV -300 @ 91.8899993896484"
## [1] "2019-04-01 00:00:00 XLV -300 @ 91.8899993896484"
## [1] "2019-04-05 00:00:00 XLV 300 @ 92"
## [1] "2019-04-05 00:00:00 XLV 300 @ 92"
## [1] "2019-04-08 00:00:00 XLV -300 @ 91.9800033569336"
## [1] "2019-04-08 00:00:00 XLV -300 @ 91.9800033569336"
## [1] "2019-04-12 00:00:00 XLV 300 @ 89.8099975585938"
## [1] "2019-04-12 00:00:00 XLV 300 @ 89.8099975585938"
## [1] "2019-04-24 00:00:00 XLV -300 @ 87.2300033569336"
## [1] "2019-04-24 00:00:00 XLV -300 @ 87.2300033569336"
## [1] "2019-05-08 00:00:00 XLV 300 @ 89.0699996948242"
## [1] "2019-05-08 00:00:00 XLV 300 @ 89.0699996948242"
## [1] "2019-05-17 00:00:00 XLV -300 @ 88.4400024414062"
## [1] "2019-05-17 00:00:00 XLV -300 @ 88.4400024414062"
## [1] "2019-05-29 00:00:00 XLV 300 @ 87.4300003051758"
## [1] "2019-05-29 00:00:00 XLV 300 @ 87.4300003051758"
## [1] "2019-06-05 00:00:00 XLV -300 @ 89.6100006103516"
## [1] "2019-06-05 00:00:00 XLV -300 @ 89.6100006103516"
## [1] "2019-06-26 00:00:00 XLV 300 @ 91.6900024414062"
## [1] "2019-06-26 00:00:00 XLV 300 @ 91.6900024414062"
## [1] "2019-07-02 00:00:00 XLV -300 @ 93.5999984741211"
## [1] "2019-07-02 00:00:00 XLV -300 @ 93.5999984741211"
## [1] "2019-07-09 00:00:00 XLV 300 @ 93.1399993896484"
## [1] "2019-07-09 00:00:00 XLV 300 @ 93.1399993896484"
## [1] "2019-07-19 00:00:00 XLV -300 @ 91.7600021362305"
## [1] "2019-07-19 00:00:00 XLV -300 @ 91.7600021362305"
## [1] "2019-07-22 00:00:00 XLV 300 @ 91.5699996948242"
## [1] "2019-07-22 00:00:00 XLV 300 @ 91.5699996948242"
## [1] "2019-07-30 00:00:00 XLV -300 @ 92.0500030517578"
## [1] "2019-07-30 00:00:00 XLV -300 @ 92.0500030517578"
## [1] "2019-08-01 00:00:00 XLV 300 @ 91.2600021362305"
## [1] "2019-08-01 00:00:00 XLV 300 @ 91.2600021362305"
## [1] "2019-08-09 00:00:00 XLV -300 @ 91.4000015258789"
## [1] "2019-08-09 00:00:00 XLV -300 @ 91.4000015258789"
## [1] "2019-08-15 00:00:00 XLV 300 @ 89.4499969482422"
## [1] "2019-08-15 00:00:00 XLV 300 @ 89.4499969482422"
## [1] "2019-08-20 00:00:00 XLV -300 @ 90.6399993896484"
## [1] "2019-08-20 00:00:00 XLV -300 @ 90.6399993896484"
## [1] "2019-08-26 00:00:00 XLV 300 @ 89.6900024414062"
## [1] "2019-08-26 00:00:00 XLV 300 @ 89.6900024414062"
## [1] "2019-08-30 00:00:00 XLV -300 @ 90.5999984741211"
## [1] "2019-08-30 00:00:00 XLV -300 @ 90.5999984741211"
## [1] "2019-09-24 00:00:00 XLV 300 @ 90.6699981689453"
## [1] "2019-09-24 00:00:00 XLV 300 @ 90.6699981689453"
## [1] "2019-10-07 00:00:00 XLV -300 @ 89.8300018310547"
## [1] "2019-10-07 00:00:00 XLV -300 @ 89.8300018310547"
## [1] "2019-10-09 00:00:00 XLV 300 @ 88.7600021362305"
## [1] "2019-10-09 00:00:00 XLV 300 @ 88.7600021362305"
## [1] "2019-10-14 00:00:00 XLV -300 @ 89.9000015258789"
## [1] "2019-10-14 00:00:00 XLV -300 @ 89.9000015258789"
## [1] "2019-11-06 00:00:00 XLV 300 @ 94.2300033569336"
## [1] "2019-11-06 00:00:00 XLV 300 @ 94.2300033569336"
## [1] "2019-11-11 00:00:00 XLV -300 @ 94.7399978637695"
## [1] "2019-11-11 00:00:00 XLV -300 @ 94.7399978637695"
## [1] "2019-12-03 00:00:00 XLV 300 @ 98.8300018310547"
## [1] "2019-12-03 00:00:00 XLV 300 @ 98.8300018310547"
## [1] "2019-12-05 00:00:00 XLV -300 @ 99.75"
## [1] "2019-12-05 00:00:00 XLV -300 @ 99.75"
## [1] "2019-12-31 00:00:00 XLV 300 @ 101.860000610352"
## [1] "2019-12-31 00:00:00 XLV 300 @ 101.860000610352"
## [1] "2020-01-09 00:00:00 XLV -300 @ 102.769996643066"
## [1] "2020-01-09 00:00:00 XLV -300 @ 102.769996643066"
## [1] "2020-01-24 00:00:00 XLV 300 @ 102.459999084473"
## [1] "2020-01-24 00:00:00 XLV 300 @ 102.459999084473"
## [1] "2020-02-05 00:00:00 XLV -300 @ 103.76000213623"
## [1] "2020-02-05 00:00:00 XLV -300 @ 103.76000213623"
## [1] "2020-02-19 00:00:00 XLV 300 @ 104.040000915527"
## [1] "2020-02-19 00:00:00 XLV 300 @ 104.040000915527"
## [1] "2020-03-03 00:00:00 XLV -300 @ 94.5400009155273"
## [1] "2020-03-03 00:00:00 XLV -300 @ 94.5400009155273"
## [1] "2020-03-10 00:00:00 XLV 300 @ 95.2600021362305"
## [1] "2020-03-10 00:00:00 XLV 300 @ 95.2600021362305"
## [1] "2020-03-27 00:00:00 XLV -300 @ 84.9899978637695"
## [1] "2020-03-27 00:00:00 XLV -300 @ 84.9899978637695"
## [1] "2020-04-02 00:00:00 XLV 300 @ 87.5699996948242"
## [1] "2020-04-02 00:00:00 XLV 300 @ 87.5699996948242"
## [1] "2020-04-07 00:00:00 XLV -300 @ 90.5800018310547"
## [1] "2020-04-07 00:00:00 XLV -300 @ 90.5800018310547"
## [1] "2020-04-22 00:00:00 XLV 300 @ 98.4199981689453"
## [1] "2020-04-22 00:00:00 XLV 300 @ 98.4199981689453"
## [1] "2020-04-27 00:00:00 XLV -300 @ 101.580001831055"
## [1] "2020-04-27 00:00:00 XLV -300 @ 101.580001831055"
## [1] "2020-05-04 00:00:00 XLV 300 @ 97.7799987792969"
## [1] "2020-05-04 00:00:00 XLV 300 @ 97.7799987792969"
## [1] "2020-05-06 00:00:00 XLV -300 @ 98.9100036621094"
## [1] "2020-05-06 00:00:00 XLV -300 @ 98.9100036621094"
## [1] "2020-05-14 00:00:00 XLV 300 @ 99.5800018310547"
## [1] "2020-05-14 00:00:00 XLV 300 @ 99.5800018310547"
## [1] "2020-05-18 00:00:00 XLV -300 @ 101.25"
## [1] "2020-05-18 00:00:00 XLV -300 @ 101.25"
## [1] "2020-05-22 00:00:00 XLV 300 @ 99.620002746582"
## [1] "2020-05-22 00:00:00 XLV 300 @ 99.620002746582"
## [1] "2020-05-28 00:00:00 XLV -300 @ 101.779998779297"
## [1] "2020-05-28 00:00:00 XLV -300 @ 101.779998779297"
## [1] "2020-06-05 00:00:00 XLV 300 @ 103.209999084473"
## [1] "2020-06-05 00:00:00 XLV 300 @ 103.209999084473"
## [1] "2020-06-08 00:00:00 XLV -300 @ 103.919998168945"
## [1] "2020-06-08 00:00:00 XLV -300 @ 103.919998168945"
## [1] "2020-06-12 00:00:00 XLV 300 @ 97.5999984741211"
## [1] "2020-06-12 00:00:00 XLV 300 @ 97.5999984741211"
## [1] "2020-06-17 00:00:00 XLV -300 @ 100.129997253418"
## [1] "2020-06-17 00:00:00 XLV -300 @ 100.129997253418"
## [1] "2020-06-25 00:00:00 XLV 300 @ 98.7099990844727"
## [1] "2020-06-25 00:00:00 XLV 300 @ 98.7099990844727"
## [1] "2020-07-01 00:00:00 XLV -300 @ 100.839996337891"
## [1] "2020-07-01 00:00:00 XLV -300 @ 100.839996337891"
## [1] "2020-07-10 00:00:00 XLV 300 @ 100.709999084473"
## [1] "2020-07-10 00:00:00 XLV 300 @ 100.709999084473"
## [1] "2020-07-15 00:00:00 XLV -300 @ 104.629997253418"
## [1] "2020-07-15 00:00:00 XLV -300 @ 104.629997253418"
## [1] "2020-07-27 00:00:00 XLV 300 @ 105.889999389648"
## [1] "2020-07-27 00:00:00 XLV 300 @ 105.889999389648"
## [1] "2020-07-30 00:00:00 XLV -300 @ 106.139999389648"
## [1] "2020-07-30 00:00:00 XLV -300 @ 106.139999389648"
## [1] "2020-08-03 00:00:00 XLV 300 @ 106.620002746582"
## [1] "2020-08-03 00:00:00 XLV 300 @ 106.620002746582"
## [1] "2020-08-04 00:00:00 XLV -300 @ 106.150001525879"
## [1] "2020-08-04 00:00:00 XLV -300 @ 106.150001525879"
## [1] "2020-08-12 00:00:00 XLV 300 @ 107.150001525879"
## [1] "2020-08-12 00:00:00 XLV 300 @ 107.150001525879"
## [1] "2020-08-13 00:00:00 XLV -300 @ 107.01000213623"
## [1] "2020-08-13 00:00:00 XLV -300 @ 107.01000213623"
## [1] "2020-08-21 00:00:00 XLV 300 @ 106.819999694824"
## [1] "2020-08-21 00:00:00 XLV 300 @ 106.819999694824"
## [1] "2020-08-26 00:00:00 XLV -300 @ 106.919998168945"
## [1] "2020-08-26 00:00:00 XLV -300 @ 106.919998168945"
## [1] "2020-09-02 00:00:00 XLV 300 @ 109.440002441406"
## [1] "2020-09-02 00:00:00 XLV 300 @ 109.440002441406"
## [1] "2020-09-03 00:00:00 XLV -300 @ 106.459999084473"
## [1] "2020-09-03 00:00:00 XLV -300 @ 106.459999084473"
## [1] "2020-09-04 00:00:00 XLV 300 @ 105.699996948242"
## [1] "2020-09-04 00:00:00 XLV 300 @ 105.699996948242"
## [1] "2020-09-15 00:00:00 XLV -300 @ 106.230003356934"
## [1] "2020-09-15 00:00:00 XLV -300 @ 106.230003356934"
## [1] "2020-09-21 00:00:00 XLV 300 @ 103.180000305176"
## [1] "2020-09-21 00:00:00 XLV 300 @ 103.180000305176"
## [1] "2020-09-29 00:00:00 XLV -300 @ 103.819999694824"
## [1] "2020-09-29 00:00:00 XLV -300 @ 103.819999694824"
## [1] "2020-10-15 00:00:00 XLV 300 @ 106.860000610352"
## [1] "2020-10-15 00:00:00 XLV 300 @ 106.860000610352"
## [1] "2020-10-23 00:00:00 XLV -300 @ 107.819999694824"
## [1] "2020-10-23 00:00:00 XLV -300 @ 107.819999694824"
## [1] "2020-10-28 00:00:00 XLV 300 @ 102.529998779297"
## [1] "2020-10-28 00:00:00 XLV 300 @ 102.529998779297"
## [1] "2020-11-03 00:00:00 XLV -300 @ 105"
## [1] "2020-11-03 00:00:00 XLV -300 @ 105"
## [1] "2020-11-19 00:00:00 XLV 300 @ 109.050003051758"
## [1] "2020-11-19 00:00:00 XLV 300 @ 109.050003051758"
## [1] "2020-11-30 00:00:00 XLV -300 @ 109.73999786377"
## [1] "2020-11-30 00:00:00 XLV -300 @ 109.73999786377"
## [1] "2020-12-14 00:00:00 XLV 300 @ 110.839996337891"
## [1] "2020-12-14 00:00:00 XLV 300 @ 110.839996337891"
## [1] "2020-12-18 00:00:00 XLV -300 @ 113"
## [1] "2020-12-18 00:00:00 XLV -300 @ 113"
## [1] "2020-12-22 00:00:00 XLV 300 @ 111.069999694824"
## [1] "2020-12-22 00:00:00 XLV 300 @ 111.069999694824"
## [1] "2020-12-29 00:00:00 XLV -300 @ 112.279998779297"
## [1] "2020-12-29 00:00:00 XLV -300 @ 112.279998779297"
## [1] "2021-01-28 00:00:00 XLV 300 @ 116.01000213623"
## [1] "2021-01-28 00:00:00 XLV 300 @ 116.01000213623"
## [1] "2021-02-09 00:00:00 XLV -300 @ 115.980003356934"
## [1] "2021-02-09 00:00:00 XLV -300 @ 115.980003356934"
## [1] "2021-02-19 00:00:00 XLV 300 @ 114.410003662109"
## [1] "2021-02-19 00:00:00 XLV 300 @ 114.410003662109"
## [1] "2021-03-10 00:00:00 XLV -300 @ 113.660003662109"
## [1] "2021-03-10 00:00:00 XLV -300 @ 113.660003662109"
## [1] "2021-03-19 00:00:00 XLV 300 @ 115.069999694824"
## [1] "2021-03-19 00:00:00 XLV 300 @ 115.069999694824"
## [1] "2021-03-23 00:00:00 XLV -300 @ 114.5"
## [1] "2021-03-23 00:00:00 XLV -300 @ 114.5"
## [1] "2021-03-24 00:00:00 XLV 300 @ 114.370002746582"
## [1] "2021-03-24 00:00:00 XLV 300 @ 114.370002746582"
## [1] "2021-03-29 00:00:00 XLV -300 @ 117.569999694824"
## [1] "2021-03-29 00:00:00 XLV -300 @ 117.569999694824"
## [1] "2021-04-28 00:00:00 XLV 300 @ 122.180000305176"
## [1] "2021-04-28 00:00:00 XLV 300 @ 122.180000305176"
## [1] "2021-05-04 00:00:00 XLV -300 @ 122.839996337891"
## [1] "2021-05-04 00:00:00 XLV -300 @ 122.839996337891"
## [1] "2021-05-12 00:00:00 XLV 300 @ 121.730003356934"
## [1] "2021-05-12 00:00:00 XLV 300 @ 121.730003356934"
## [1] "2021-05-17 00:00:00 XLV -300 @ 123.220001220703"
## [1] "2021-05-17 00:00:00 XLV -300 @ 123.220001220703"
## [1] "2021-05-27 00:00:00 XLV 300 @ 123.120002746582"
## [1] "2021-05-27 00:00:00 XLV 300 @ 123.120002746582"
## [1] "2021-06-08 00:00:00 XLV -300 @ 122.150001525879"
## [1] "2021-06-08 00:00:00 XLV -300 @ 122.150001525879"
## [1] "2021-06-17 00:00:00 XLV 300 @ 125.169998168945"
## [1] "2021-06-17 00:00:00 XLV 300 @ 125.169998168945"
## [1] "2021-06-18 00:00:00 XLV -300 @ 123.73999786377"
## [1] "2021-06-18 00:00:00 XLV -300 @ 123.73999786377"
## [1] "2021-06-21 00:00:00 XLV 300 @ 124.73999786377"
## [1] "2021-06-21 00:00:00 XLV 300 @ 124.73999786377"
## [1] "2021-06-25 00:00:00 XLV -300 @ 125.699996948242"
## [1] "2021-06-25 00:00:00 XLV -300 @ 125.699996948242"
## [1] "2021-07-16 00:00:00 XLV 300 @ 128.619995117188"
## [1] "2021-07-16 00:00:00 XLV 300 @ 128.619995117188"
## [1] "2021-07-22 00:00:00 XLV -300 @ 129.979995727539"
## [1] "2021-07-22 00:00:00 XLV -300 @ 129.979995727539"
## [1] "2021-08-12 00:00:00 XLV 300 @ 132.860000610352"
## [1] "2021-08-12 00:00:00 XLV 300 @ 132.860000610352"
## [1] "2021-08-16 00:00:00 XLV -300 @ 135.210006713867"
## [1] "2021-08-16 00:00:00 XLV -300 @ 135.210006713867"
## [1] "2021-08-26 00:00:00 XLV 300 @ 134.779998779297"
## [1] "2021-08-26 00:00:00 XLV 300 @ 134.779998779297"
## [1] "2021-08-31 00:00:00 XLV -300 @ 135.210006713867"
## [1] "2021-08-31 00:00:00 XLV -300 @ 135.210006713867"
## [1] "2021-09-10 00:00:00 XLV 300 @ 133.190002441406"
## [1] "2021-09-10 00:00:00 XLV 300 @ 133.190002441406"
## [1] "2021-09-24 00:00:00 XLV -300 @ 131.979995727539"
## [1] "2021-09-24 00:00:00 XLV -300 @ 131.979995727539"
## [1] "2021-09-28 00:00:00 XLV 300 @ 127.870002746582"
## [1] "2021-09-28 00:00:00 XLV 300 @ 127.870002746582"
## [1] "2021-10-08 00:00:00 XLV -300 @ 126.940002441406"
## [1] "2021-10-08 00:00:00 XLV -300 @ 126.940002441406"
## [1] "2021-10-12 00:00:00 XLV 300 @ 125.339996337891"
## [1] "2021-10-12 00:00:00 XLV 300 @ 125.339996337891"
## [1] "2021-10-15 00:00:00 XLV -300 @ 127.970001220703"
## [1] "2021-10-15 00:00:00 XLV -300 @ 127.970001220703"
## [1] "2021-11-08 00:00:00 XLV 300 @ 133.649993896484"
## [1] "2021-11-08 00:00:00 XLV 300 @ 133.649993896484"
## [1] "2021-11-15 00:00:00 XLV -300 @ 132.979995727539"
## [1] "2021-11-15 00:00:00 XLV -300 @ 132.979995727539"
## [1] "2021-11-16 00:00:00 XLV 300 @ 133.539993286133"
## [1] "2021-11-16 00:00:00 XLV 300 @ 133.539993286133"
## [1] "2021-11-19 00:00:00 XLV -300 @ 132.970001220703"
## [1] "2021-11-19 00:00:00 XLV -300 @ 132.970001220703"
## [1] "2021-11-22 00:00:00 XLV 300 @ 132.369995117188"
## [1] "2021-11-22 00:00:00 XLV 300 @ 132.369995117188"
## [1] "2021-12-07 00:00:00 XLV -300 @ 132.800003051758"
## [1] "2021-12-07 00:00:00 XLV -300 @ 132.800003051758"
## [1] "2021-12-21 00:00:00 XLV 300 @ 137.130004882812"
## [1] "2021-12-21 00:00:00 XLV 300 @ 137.130004882812"
## [1] "2021-12-23 00:00:00 XLV -300 @ 139.300003051758"
## [1] "2021-12-23 00:00:00 XLV -300 @ 139.300003051758"
## [1] "2022-01-04 00:00:00 XLV 300 @ 137.600006103516"
## [1] "2022-01-04 00:00:00 XLV 300 @ 137.600006103516"
## [1] "2022-01-12 00:00:00 XLV -300 @ 136.419998168945"
## [1] "2022-01-12 00:00:00 XLV -300 @ 136.419998168945"
## [1] "2022-01-14 00:00:00 XLV 300 @ 134.070007324219"
## [1] "2022-01-14 00:00:00 XLV 300 @ 134.070007324219"
## [1] "2022-01-31 00:00:00 XLV -300 @ 131.229995727539"
## [1] "2022-01-31 00:00:00 XLV -300 @ 131.229995727539"
## [1] "2022-02-11 00:00:00 XLV 300 @ 130.25"
## [1] "2022-02-11 00:00:00 XLV 300 @ 130.25"
## [1] "2022-02-28 00:00:00 XLV -300 @ 129.960006713867"
## [1] "2022-02-28 00:00:00 XLV -300 @ 129.960006713867"
## [1] "2022-03-08 00:00:00 XLV 300 @ 127.550003051758"
## [1] "2022-03-08 00:00:00 XLV 300 @ 127.550003051758"
## [1] "2022-03-16 00:00:00 XLV -300 @ 134.029998779297"
## [1] "2022-03-16 00:00:00 XLV -300 @ 134.029998779297"
## [1] "2022-03-24 00:00:00 XLV 300 @ 135.639999389648"
## [1] "2022-03-24 00:00:00 XLV 300 @ 135.639999389648"
## [1] "2022-03-28 00:00:00 XLV -300 @ 137.259994506836"
## [1] "2022-03-28 00:00:00 XLV -300 @ 137.259994506836"
## [1] "2022-04-01 00:00:00 XLV 300 @ 138.070007324219"
## [1] "2022-04-01 00:00:00 XLV 300 @ 138.070007324219"
## [1] "2022-04-07 00:00:00 XLV -300 @ 141.979995727539"
## [1] "2022-04-07 00:00:00 XLV -300 @ 141.979995727539"
## [1] "2022-04-13 00:00:00 XLV 300 @ 139.309997558594"
## [1] "2022-04-13 00:00:00 XLV 300 @ 139.309997558594"
## [1] "2022-04-21 00:00:00 XLV -300 @ 138.729995727539"
## [1] "2022-04-21 00:00:00 XLV -300 @ 138.729995727539"
## [1] "2022-04-25 00:00:00 XLV 300 @ 134.570007324219"
## [1] "2022-04-25 00:00:00 XLV 300 @ 134.570007324219"
## [1] "2022-05-05 00:00:00 XLV -300 @ 130.190002441406"
## [1] "2022-05-05 00:00:00 XLV -300 @ 130.190002441406"
## [1] "2022-05-09 00:00:00 XLV 300 @ 126.419998168945"
## [1] "2022-05-09 00:00:00 XLV 300 @ 126.419998168945"
## [1] "2022-05-16 00:00:00 XLV -300 @ 129.550003051758"
## [1] "2022-05-16 00:00:00 XLV -300 @ 129.550003051758"
## [1] "2022-05-19 00:00:00 XLV 300 @ 128.220001220703"
## [1] "2022-05-19 00:00:00 XLV 300 @ 128.220001220703"
## [1] "2022-05-23 00:00:00 XLV -300 @ 130.919998168945"
## [1] "2022-05-23 00:00:00 XLV -300 @ 130.919998168945"
## [1] "2022-06-02 00:00:00 XLV 300 @ 131.360000610352"
## [1] "2022-06-02 00:00:00 XLV 300 @ 131.360000610352"
## [1] "2022-06-08 00:00:00 XLV -300 @ 130.490005493164"
## [1] "2022-06-08 00:00:00 XLV -300 @ 130.490005493164"
## [1] "2022-06-10 00:00:00 XLV 300 @ 125.48999786377"
## [1] "2022-06-10 00:00:00 XLV 300 @ 125.48999786377"
## [1] "2022-06-22 00:00:00 XLV -300 @ 124.300003051758"
## [1] "2022-06-22 00:00:00 XLV -300 @ 124.300003051758"
## [1] "2022-07-13 00:00:00 XLV 300 @ 127.5"
## [1] "2022-07-13 00:00:00 XLV 300 @ 127.5"
## [1] "2022-07-18 00:00:00 XLV -300 @ 127.449996948242"
## [1] "2022-07-18 00:00:00 XLV -300 @ 127.449996948242"
## [1] "2022-08-02 00:00:00 XLV 300 @ 130.949996948242"
## [1] "2022-08-02 00:00:00 XLV 300 @ 130.949996948242"
## [1] "2022-08-04 00:00:00 XLV -300 @ 131.5"
## [1] "2022-08-04 00:00:00 XLV -300 @ 131.5"
## [1] "2022-08-18 00:00:00 XLV 300 @ 132.559997558594"
## [1] "2022-08-18 00:00:00 XLV 300 @ 132.559997558594"
## [1] "2022-09-08 00:00:00 XLV -300 @ 129.360000610352"
## [1] "2022-09-08 00:00:00 XLV -300 @ 129.360000610352"
## [1] "2022-09-14 00:00:00 XLV 300 @ 127.099998474121"
## [1] "2022-09-14 00:00:00 XLV 300 @ 127.099998474121"
## [1] "2022-09-29 00:00:00 XLV -300 @ 122.800003051758"
## [1] "2022-09-29 00:00:00 XLV -300 @ 122.800003051758"
## [1] "2022-10-03 00:00:00 XLV 300 @ 123.599998474121"
## [1] "2022-10-03 00:00:00 XLV 300 @ 123.599998474121"
## [1] "2022-10-04 00:00:00 XLV -300 @ 126.470001220703"
## [1] "2022-10-04 00:00:00 XLV -300 @ 126.470001220703"
## [1] "2022-10-10 00:00:00 XLV 300 @ 121.849998474121"
## [1] "2022-10-10 00:00:00 XLV 300 @ 121.849998474121"
## [1] "2022-10-14 00:00:00 XLV -300 @ 123.900001525879"
## [1] "2022-10-14 00:00:00 XLV -300 @ 123.900001525879"
## [1] "2022-10-21 00:00:00 XLV 300 @ 126.540000915527"
## [1] "2022-10-21 00:00:00 XLV 300 @ 126.540000915527"
## [1] "2022-10-24 00:00:00 XLV -300 @ 128.979995727539"
## [1] "2022-10-24 00:00:00 XLV -300 @ 128.979995727539"
## [1] "2022-11-03 00:00:00 XLV 300 @ 130.020004272461"
## [1] "2022-11-03 00:00:00 XLV 300 @ 130.020004272461"
## [1] "2022-11-08 00:00:00 XLV -300 @ 132.869995117188"
## [1] "2022-11-08 00:00:00 XLV -300 @ 132.869995117188"
## [1] "2022-12-07 00:00:00 XLV 300 @ 138.520004272461"
## [1] "2022-12-07 00:00:00 XLV 300 @ 138.520004272461"
## [1] "2022-12-09 00:00:00 XLV -300 @ 137.979995727539"
## [1] "2022-12-09 00:00:00 XLV -300 @ 137.979995727539"
## [1] "2022-12-16 00:00:00 XLV 300 @ 135.529998779297"
## [1] "2022-12-16 00:00:00 XLV 300 @ 135.529998779297"
## [1] "2022-12-22 00:00:00 XLV -300 @ 136.020004272461"
## [1] "2022-12-22 00:00:00 XLV -300 @ 136.020004272461"
## [1] "2022-12-29 00:00:00 XLV 300 @ 136.339996337891"
## [1] "2022-12-29 00:00:00 XLV 300 @ 136.339996337891"
## [1] "2022-12-30 00:00:00 XLV -300 @ 135.850006103516"
## [1] "2022-12-30 00:00:00 XLV -300 @ 135.850006103516"
## [1] "2023-01-06 00:00:00 XLV 300 @ 135.669998168945"
## [1] "2023-01-06 00:00:00 XLV 300 @ 135.669998168945"
## [1] "2023-01-17 00:00:00 XLV -300 @ 134.820007324219"
## [1] "2023-01-17 00:00:00 XLV -300 @ 134.820007324219"
## [1] "2023-01-19 00:00:00 XLV 300 @ 133.240005493164"
## [1] "2023-01-19 00:00:00 XLV 300 @ 133.240005493164"
## [1] "2023-01-24 00:00:00 XLV -300 @ 133.479995727539"
## [1] "2023-01-24 00:00:00 XLV -300 @ 133.479995727539"
## [1] "2023-01-30 00:00:00 XLV 300 @ 131.660003662109"
## [1] "2023-01-30 00:00:00 XLV 300 @ 131.660003662109"
## [1] "2023-02-02 00:00:00 XLV -300 @ 133.080001831055"
## [1] "2023-02-02 00:00:00 XLV -300 @ 133.080001831055"
## [1] "2023-02-06 00:00:00 XLV 300 @ 131.949996948242"
## [1] "2023-02-06 00:00:00 XLV 300 @ 131.949996948242"
## [1] "2023-02-14 00:00:00 XLV -300 @ 132.800003051758"
## [1] "2023-02-14 00:00:00 XLV -300 @ 132.800003051758"
## [1] "2023-02-16 00:00:00 XLV 300 @ 130.820007324219"
## [1] "2023-02-16 00:00:00 XLV 300 @ 130.820007324219"
## [1] "2023-03-06 00:00:00 XLV -300 @ 129.110000610352"
## [1] "2023-03-06 00:00:00 XLV -300 @ 129.110000610352"
## [1] "2023-03-08 00:00:00 XLV 300 @ 126.349998474121"
## [1] "2023-03-08 00:00:00 XLV 300 @ 126.349998474121"
## [1] "2023-03-15 00:00:00 XLV -300 @ 126.319999694824"
## [1] "2023-03-15 00:00:00 XLV -300 @ 126.319999694824"
## [1] "2023-03-23 00:00:00 XLV 300 @ 125.559997558594"
## [1] "2023-03-23 00:00:00 XLV 300 @ 125.559997558594"
## [1] "2023-03-27 00:00:00 XLV -300 @ 127.819999694824"
## [1] "2023-03-27 00:00:00 XLV -300 @ 127.819999694824"
## [1] "2023-04-19 00:00:00 XLV 300 @ 133.949996948242"
## [1] "2023-04-19 00:00:00 XLV 300 @ 133.949996948242"
## [1] "2023-04-24 00:00:00 XLV -300 @ 135.050003051758"
## [1] "2023-04-24 00:00:00 XLV -300 @ 135.050003051758"
## [1] "2023-04-26 00:00:00 XLV 300 @ 131.710006713867"
## [1] "2023-04-26 00:00:00 XLV 300 @ 131.710006713867"
## [1] "2023-05-02 00:00:00 XLV -300 @ 133.639999389648"
## [1] "2023-05-02 00:00:00 XLV -300 @ 133.639999389648"
## [1] "2023-05-05 00:00:00 XLV 300 @ 133.589996337891"
## [1] "2023-05-05 00:00:00 XLV 300 @ 133.589996337891"
## [1] "2023-05-23 00:00:00 XLV -300 @ 130"
## [1] "2023-05-23 00:00:00 XLV -300 @ 130"
## [1] "2023-05-24 00:00:00 XLV 300 @ 129.110000610352"
## [1] "2023-05-24 00:00:00 XLV 300 @ 129.110000610352"
## [1] "2023-06-02 00:00:00 XLV -300 @ 130.320007324219"
## [1] "2023-06-02 00:00:00 XLV -300 @ 130.320007324219"
## [1] "2023-06-08 00:00:00 XLV 300 @ 130.020004272461"
## [1] "2023-06-08 00:00:00 XLV 300 @ 130.020004272461"
## [1] "2023-06-12 00:00:00 XLV -300 @ 130.889999389648"
## [1] "2023-06-12 00:00:00 XLV -300 @ 130.889999389648"
## [1] "2023-06-15 00:00:00 XLV 300 @ 132.220001220703"
## [1] "2023-06-15 00:00:00 XLV 300 @ 132.220001220703"
## [1] "2023-06-16 00:00:00 XLV -300 @ 132.210006713867"
## [1] "2023-06-16 00:00:00 XLV -300 @ 132.210006713867"
## [1] "2023-06-27 00:00:00 XLV 300 @ 130.949996948242"
## [1] "2023-06-27 00:00:00 XLV 300 @ 130.949996948242"
## [1] "2023-07-03 00:00:00 XLV -300 @ 131.639999389648"
## [1] "2023-07-03 00:00:00 XLV -300 @ 131.639999389648"
## [1] "2023-07-07 00:00:00 XLV 300 @ 129"
## [1] "2023-07-07 00:00:00 XLV 300 @ 129"
## [1] "2023-07-17 00:00:00 XLV -300 @ 131.100006103516"
## [1] "2023-07-17 00:00:00 XLV -300 @ 131.100006103516"
## [1] "2023-07-28 00:00:00 XLV 300 @ 135.190002441406"
## [1] "2023-07-28 00:00:00 XLV 300 @ 135.190002441406"
## [1] "2023-08-08 00:00:00 XLV -300 @ 134.960006713867"
## [1] "2023-08-08 00:00:00 XLV -300 @ 134.960006713867"
## [1] "2023-08-17 00:00:00 XLV 300 @ 133.479995727539"
## [1] "2023-08-17 00:00:00 XLV 300 @ 133.479995727539"
## [1] "2023-08-29 00:00:00 XLV -300 @ 134.919998168945"
## [1] "2023-08-29 00:00:00 XLV -300 @ 134.919998168945"
## [1] "2023-09-01 00:00:00 XLV 300 @ 133.570007324219"
## [1] "2023-09-01 00:00:00 XLV 300 @ 133.570007324219"
## [1] "2023-09-12 00:00:00 XLV -300 @ 132.800003051758"
## [1] "2023-09-12 00:00:00 XLV -300 @ 132.800003051758"
## [1] "2023-09-18 00:00:00 XLV 300 @ 131.449996948242"
## [1] "2023-09-18 00:00:00 XLV 300 @ 131.449996948242"
## [1] "2023-10-06 00:00:00 XLV -300 @ 130.009994506836"
## [1] "2023-10-06 00:00:00 XLV -300 @ 130.009994506836"
## [1] "2023-10-13 00:00:00 XLV 300 @ 130.190002441406"
## [1] "2023-10-13 00:00:00 XLV 300 @ 130.190002441406"
## [1] "2023-10-17 00:00:00 XLV -300 @ 130.990005493164"
## [1] "2023-10-17 00:00:00 XLV -300 @ 130.990005493164"
## [1] "2023-10-19 00:00:00 XLV 300 @ 128.570007324219"
## [1] "2023-10-19 00:00:00 XLV 300 @ 128.570007324219"
## [1] "2023-11-03 00:00:00 XLV -300 @ 127.410003662109"
## [1] "2023-11-03 00:00:00 XLV -300 @ 127.410003662109"
## [1] "2023-11-10 00:00:00 XLV 300 @ 126.269996643066"
## [1] "2023-11-10 00:00:00 XLV 300 @ 126.269996643066"
## [1] "2023-11-15 00:00:00 XLV -300 @ 127.959999084473"
## [1] "2023-11-15 00:00:00 XLV -300 @ 127.959999084473"
## [1] "2023-11-29 00:00:00 XLV 300 @ 129.679992675781"
## [1] "2023-11-29 00:00:00 XLV 300 @ 129.679992675781"
## [1] "2023-12-01 00:00:00 XLV -300 @ 131.830001831055"
## [1] "2023-12-01 00:00:00 XLV -300 @ 131.830001831055"
## [1] "2023-12-19 00:00:00 XLV 300 @ 134.679992675781"
## [1] "2023-12-19 00:00:00 XLV 300 @ 134.679992675781"
## [1] "2023-12-26 00:00:00 XLV -300 @ 135.320007324219"
## [1] "2023-12-26 00:00:00 XLV -300 @ 135.320007324219"
## [1] "2024-01-17 00:00:00 XLV 300 @ 139.399993896484"
## [1] "2024-01-17 00:00:00 XLV 300 @ 139.399993896484"
## [1] "2024-01-23 00:00:00 XLV -300 @ 139.970001220703"
## [1] "2024-01-23 00:00:00 XLV -300 @ 139.970001220703"
## [1] "2024-01-25 00:00:00 XLV 300 @ 138.479995727539"
## [1] "2024-01-25 00:00:00 XLV 300 @ 138.479995727539"
## [1] "2024-01-30 00:00:00 XLV -300 @ 140.570007324219"
## [1] "2024-01-30 00:00:00 XLV -300 @ 140.570007324219"
## [1] "2024-02-14 00:00:00 XLV 300 @ 144.100006103516"
## [1] "2024-02-14 00:00:00 XLV 300 @ 144.100006103516"
## [1] "2024-02-16 00:00:00 XLV -300 @ 145.619995117188"
## [1] "2024-02-16 00:00:00 XLV -300 @ 145.619995117188"
## [1] "2024-02-29 00:00:00 XLV 300 @ 144.820007324219"
## [1] "2024-02-29 00:00:00 XLV 300 @ 144.820007324219"
## [1] "2024-03-08 00:00:00 XLV -300 @ 146.429992675781"
## [1] "2024-03-08 00:00:00 XLV -300 @ 146.429992675781"
## [1] "2024-03-15 00:00:00 XLV 300 @ 145.360000610352"
## [1] "2024-03-15 00:00:00 XLV 300 @ 145.360000610352"
## [1] "2024-03-27 00:00:00 XLV -300 @ 147.710006713867"
## [1] "2024-03-27 00:00:00 XLV -300 @ 147.710006713867"
## [1] "2024-04-03 00:00:00 XLV 300 @ 144.029998779297"
## [1] "2024-04-03 00:00:00 XLV 300 @ 144.029998779297"
## [1] "2024-04-22 00:00:00 XLV -300 @ 139.479995727539"
## [1] "2024-04-22 00:00:00 XLV -300 @ 139.479995727539"
## [1] "2024-05-24 00:00:00 XLV 300 @ 144.419998168945"
## [1] "2024-05-24 00:00:00 XLV 300 @ 144.419998168945"
## [1] "2024-06-03 00:00:00 XLV -300 @ 144.710006713867"
## [1] "2024-06-03 00:00:00 XLV -300 @ 144.710006713867"
## [1] "2024-06-13 00:00:00 XLV 300 @ 145.929992675781"
## [1] "2024-06-13 00:00:00 XLV 300 @ 145.929992675781"
## [1] "2024-06-21 00:00:00 XLV -300 @ 146.809997558594"
## [1] "2024-06-21 00:00:00 XLV -300 @ 146.809997558594"
## [1] "2024-06-27 00:00:00 XLV 300 @ 145.869995117188"
## [1] "2024-06-27 00:00:00 XLV 300 @ 145.869995117188"
## [1] "2024-07-10 00:00:00 XLV -300 @ 146.320007324219"
## [1] "2024-07-10 00:00:00 XLV -300 @ 146.320007324219"
## [1] "2024-07-19 00:00:00 XLV 300 @ 147.869995117188"
## [1] "2024-07-19 00:00:00 XLV 300 @ 147.869995117188"
## [1] "2024-07-25 00:00:00 XLV -300 @ 149.119995117188"
## [1] "2024-07-25 00:00:00 XLV -300 @ 149.119995117188"
## [1] "2024-08-01 00:00:00 XLV 300 @ 151.160003662109"
## [1] "2024-08-01 00:00:00 XLV 300 @ 151.160003662109"
## [1] "2024-08-02 00:00:00 XLV -300 @ 150.860000610352"
## [1] "2024-08-02 00:00:00 XLV -300 @ 150.860000610352"
## [1] "2024-08-06 00:00:00 XLV 300 @ 147.509994506836"
## [1] "2024-08-06 00:00:00 XLV 300 @ 147.509994506836"
## [1] "2024-08-09 00:00:00 XLV -300 @ 149.979995727539"
## [1] "2024-08-09 00:00:00 XLV -300 @ 149.979995727539"
## [1] "2024-09-06 00:00:00 XLV 300 @ 153.949996948242"
## [1] "2024-09-06 00:00:00 XLV 300 @ 153.949996948242"
## [1] "2024-09-11 00:00:00 XLV -300 @ 155.279998779297"
## [1] "2024-09-11 00:00:00 XLV -300 @ 155.279998779297"
## [1] "2024-09-19 00:00:00 XLV 300 @ 155.919998168945"
## [1] "2024-09-19 00:00:00 XLV 300 @ 155.919998168945"
## [1] "2024-10-01 00:00:00 XLV -300 @ 153.210006713867"
## [1] "2024-10-01 00:00:00 XLV -300 @ 153.210006713867"
## [1] "2024-10-03 00:00:00 XLV 300 @ 151.520004272461"
## [1] "2024-10-03 00:00:00 XLV 300 @ 151.520004272461"
## [1] "2024-10-10 00:00:00 XLV -300 @ 152.770004272461"
## [1] "2024-10-10 00:00:00 XLV -300 @ 152.770004272461"
## [1] "2024-10-16 00:00:00 XLV 300 @ 153.279998779297"
## [1] "2024-10-16 00:00:00 XLV 300 @ 153.279998779297"
## [1] "2024-11-07 00:00:00 XLV -300 @ 149.110000610352"
## [1] "2024-11-07 00:00:00 XLV -300 @ 149.110000610352"
## [1] "2024-11-13 00:00:00 XLV 300 @ 146.830001831055"
## [1] "2024-11-13 00:00:00 XLV 300 @ 146.830001831055"
## [1] "2024-11-22 00:00:00 XLV -300 @ 144.160003662109"
## [1] "2024-11-22 00:00:00 XLV -300 @ 144.160003662109"
## [1] "2024-12-06 00:00:00 XLV 300 @ 144.279998779297"
## [1] "2024-12-06 00:00:00 XLV 300 @ 144.279998779297"
## [1] "2024-12-24 00:00:00 XLV -300 @ 139.320007324219"
## [1] "2024-12-24 00:00:00 XLV -300 @ 139.320007324219"
## [1] "2024-12-31 00:00:00 XLV 300 @ 137.570007324219"
## [1] "2024-12-31 00:00:00 XLV 300 @ 137.570007324219"
## [1] "2025-01-06 00:00:00 XLV -300 @ 139.020004272461"
## [1] "2025-01-06 00:00:00 XLV -300 @ 139.020004272461"
## [1] "2025-02-10 00:00:00 XLV 300 @ 146.300003051758"
## [1] "2025-02-10 00:00:00 XLV 300 @ 146.300003051758"
## [1] "2025-02-20 00:00:00 XLV -300 @ 147.220001220703"
## [1] "2025-02-20 00:00:00 XLV -300 @ 147.220001220703"
## [1] "2025-03-11 00:00:00 XLV 300 @ 146.059997558594"
## [1] "2025-03-11 00:00:00 XLV 300 @ 146.059997558594"
## [1] "2025-03-18 00:00:00 XLV -300 @ 146.839996337891"
## [1] "2025-03-18 00:00:00 XLV -300 @ 146.839996337891"
## [1] "2025-03-26 00:00:00 XLV 300 @ 144.740005493164"
## [1] "2025-03-26 00:00:00 XLV 300 @ 144.740005493164"
## [1] "2025-04-01 00:00:00 XLV -300 @ 143.339996337891"
## [1] "2025-04-01 00:00:00 XLV -300 @ 143.339996337891"
## [1] "2025-04-02 00:00:00 XLV 300 @ 144.300003051758"
## [1] "2025-04-02 00:00:00 XLV 300 @ 144.300003051758"
## [1] "2025-04-10 00:00:00 XLV -300 @ 134.889999389648"
## [1] "2025-04-10 00:00:00 XLV -300 @ 134.889999389648"
## [1] "2025-04-17 00:00:00 XLV 300 @ 135.490005493164"
## [1] "2025-04-17 00:00:00 XLV 300 @ 135.490005493164"
## [1] "2025-04-25 00:00:00 XLV -300 @ 138.050003051758"
## [1] "2025-04-25 00:00:00 XLV -300 @ 138.050003051758"
## [1] "2025-05-02 00:00:00 XLV 300 @ 138.529998779297"
## [1] "2025-05-02 00:00:00 XLV 300 @ 138.529998779297"
## [1] "2025-05-13 00:00:00 XLV -300 @ 131.869995117188"
## [1] "2025-05-13 00:00:00 XLV -300 @ 131.869995117188"
## [1] "2025-05-14 00:00:00 XLV 300 @ 128.770004272461"
## [1] "2025-05-14 00:00:00 XLV 300 @ 128.770004272461"
## [1] "2025-05-19 00:00:00 XLV -300 @ 134.369995117188"
## [1] "2025-05-19 00:00:00 XLV -300 @ 134.369995117188"
## [1] "2025-05-22 00:00:00 XLV 300 @ 130.550003051758"
## [1] "2025-05-22 00:00:00 XLV 300 @ 130.550003051758"
## [1] "2025-05-28 00:00:00 XLV -300 @ 131.479995727539"
## [1] "2025-05-28 00:00:00 XLV -300 @ 131.479995727539"
## [1] "2025-06-18 00:00:00 XLV 300 @ 133.240005493164"
## [1] "2025-06-18 00:00:00 XLV 300 @ 133.240005493164"
## [1] "2025-06-25 00:00:00 XLV -300 @ 133.899993896484"
## [1] "2025-06-25 00:00:00 XLV -300 @ 133.899993896484"
## [1] "2025-07-08 00:00:00 XLV 300 @ 134.970001220703"
## [1] "2025-07-08 00:00:00 XLV 300 @ 134.970001220703"
## [1] "2025-07-10 00:00:00 XLV -300 @ 136.320007324219"
## [1] "2025-07-10 00:00:00 XLV -300 @ 136.320007324219"
## [1] "1998-12-30 00:00:00 XLY -300 @ 26.15625"
## [1] "1999-01-05 00:00:00 XLY 300 @ 26.40625"
## [1] "1999-01-05 00:00:00 XLY 300 @ 26.40625"
## [1] "1999-01-06 00:00:00 XLY -300 @ 27.15625"
## [1] "1999-01-06 00:00:00 XLY -300 @ 27.15625"
## [1] "1999-01-13 00:00:00 XLY 300 @ 26.4375"
## [1] "1999-01-13 00:00:00 XLY 300 @ 26.4375"
## [1] "1999-01-21 00:00:00 XLY -300 @ 26.34375"
## [1] "1999-01-21 00:00:00 XLY -300 @ 26.34375"
## [1] "1999-02-03 00:00:00 XLY 300 @ 27.625"
## [1] "1999-02-03 00:00:00 XLY 300 @ 27.625"
## [1] "1999-02-04 00:00:00 XLY -300 @ 27.46875"
## [1] "1999-02-04 00:00:00 XLY -300 @ 27.46875"
## [1] "1999-02-08 00:00:00 XLY 300 @ 27.21875"
## [1] "1999-02-08 00:00:00 XLY 300 @ 27.21875"
## [1] "1999-02-12 00:00:00 XLY -300 @ 26.75"
## [1] "1999-02-12 00:00:00 XLY -300 @ 26.75"
## [1] "1999-02-26 00:00:00 XLY 300 @ 27.296875"
## [1] "1999-02-26 00:00:00 XLY 300 @ 27.296875"
## [1] "1999-03-05 00:00:00 XLY -300 @ 28.65625"
## [1] "1999-03-05 00:00:00 XLY -300 @ 28.65625"
## [1] "1999-03-18 00:00:00 XLY 300 @ 29.5"
## [1] "1999-03-18 00:00:00 XLY 300 @ 29.5"
## [1] "1999-03-19 00:00:00 XLY -300 @ 29.0625"
## [1] "1999-03-19 00:00:00 XLY -300 @ 29.0625"
## [1] "1999-03-23 00:00:00 XLY 300 @ 27.875"
## [1] "1999-03-23 00:00:00 XLY 300 @ 27.875"
## [1] "1999-03-30 00:00:00 XLY -300 @ 29.03125"
## [1] "1999-03-30 00:00:00 XLY -300 @ 29.03125"
## [1] "1999-04-15 00:00:00 XLY 300 @ 29.625"
## [1] "1999-04-15 00:00:00 XLY 300 @ 29.625"
## [1] "1999-04-22 00:00:00 XLY -300 @ 30.015625"
## [1] "1999-04-22 00:00:00 XLY -300 @ 30.015625"
## [1] "1999-04-30 00:00:00 XLY 300 @ 29.34375"
## [1] "1999-04-30 00:00:00 XLY 300 @ 29.34375"
## [1] "1999-05-04 00:00:00 XLY -300 @ 29.71875"
## [1] "1999-05-04 00:00:00 XLY -300 @ 29.71875"
## [1] "1999-05-06 00:00:00 XLY 300 @ 28.8125"
## [1] "1999-05-06 00:00:00 XLY 300 @ 28.8125"
## [1] "1999-05-12 00:00:00 XLY -300 @ 30.21875"
## [1] "1999-05-12 00:00:00 XLY -300 @ 30.21875"
## [1] "1999-05-17 00:00:00 XLY 300 @ 28.875"
## [1] "1999-05-17 00:00:00 XLY 300 @ 28.875"
## [1] "1999-06-04 00:00:00 XLY -300 @ 29"
## [1] "1999-06-04 00:00:00 XLY -300 @ 29"
## [1] "1999-06-09 00:00:00 XLY 300 @ 28.359375"
## [1] "1999-06-09 00:00:00 XLY 300 @ 28.359375"
## [1] "1999-06-17 00:00:00 XLY -300 @ 28.265625"
## [1] "1999-06-17 00:00:00 XLY -300 @ 28.265625"
## [1] "1999-06-24 00:00:00 XLY 300 @ 28.28125"
## [1] "1999-06-24 00:00:00 XLY 300 @ 28.28125"
## [1] "1999-06-29 00:00:00 XLY -300 @ 29.21875"
## [1] "1999-06-29 00:00:00 XLY -300 @ 29.21875"
## [1] "1999-07-09 00:00:00 XLY 300 @ 29.8125"
## [1] "1999-07-09 00:00:00 XLY 300 @ 29.8125"
## [1] "1999-07-16 00:00:00 XLY -300 @ 30.03125"
## [1] "1999-07-16 00:00:00 XLY -300 @ 30.03125"
## [1] "1999-07-21 00:00:00 XLY 300 @ 28.90625"
## [1] "1999-07-21 00:00:00 XLY 300 @ 28.90625"
## [1] "1999-08-12 00:00:00 XLY -300 @ 26.5625"
## [1] "1999-08-12 00:00:00 XLY -300 @ 26.5625"
## [1] "1999-08-20 00:00:00 XLY 300 @ 27.375"
## [1] "1999-08-20 00:00:00 XLY 300 @ 27.375"
## [1] "1999-08-24 00:00:00 XLY -300 @ 27.78125"
## [1] "1999-08-24 00:00:00 XLY -300 @ 27.78125"
## [1] "1999-08-27 00:00:00 XLY 300 @ 27.40625"
## [1] "1999-08-27 00:00:00 XLY 300 @ 27.40625"
## [1] "1999-09-07 00:00:00 XLY -300 @ 26.515625"
## [1] "1999-09-07 00:00:00 XLY -300 @ 26.515625"
## [1] "1999-09-16 00:00:00 XLY 300 @ 25.953125"
## [1] "1999-09-16 00:00:00 XLY 300 @ 25.953125"
## [1] "1999-10-01 00:00:00 XLY -300 @ 26.21875"
## [1] "1999-10-01 00:00:00 XLY -300 @ 26.21875"
## [1] "1999-10-14 00:00:00 XLY 300 @ 27.015625"
## [1] "1999-10-14 00:00:00 XLY 300 @ 27.015625"
## [1] "1999-10-21 00:00:00 XLY -300 @ 27"
## [1] "1999-10-21 00:00:00 XLY -300 @ 27"
## [1] "1999-10-27 00:00:00 XLY 300 @ 26.625"
## [1] "1999-10-27 00:00:00 XLY 300 @ 26.625"
## [1] "1999-10-29 00:00:00 XLY -300 @ 28.390625"
## [1] "1999-10-29 00:00:00 XLY -300 @ 28.390625"
## [1] "1999-11-04 00:00:00 XLY 300 @ 28.09375"
## [1] "1999-11-04 00:00:00 XLY 300 @ 28.09375"
## [1] "1999-11-08 00:00:00 XLY -300 @ 28.1875"
## [1] "1999-11-08 00:00:00 XLY -300 @ 28.1875"
## [1] "1999-11-10 00:00:00 XLY 300 @ 28"
## [1] "1999-11-10 00:00:00 XLY 300 @ 28"
## [1] "1999-11-15 00:00:00 XLY -300 @ 28.765625"
## [1] "1999-11-15 00:00:00 XLY -300 @ 28.765625"
## [1] "1999-11-22 00:00:00 XLY 300 @ 28.171875"
## [1] "1999-11-22 00:00:00 XLY 300 @ 28.171875"
## [1] "1999-11-29 00:00:00 XLY -300 @ 28.8125"
## [1] "1999-11-29 00:00:00 XLY -300 @ 28.8125"
## [1] "1999-12-08 00:00:00 XLY 300 @ 28.359375"
## [1] "1999-12-08 00:00:00 XLY 300 @ 28.359375"
## [1] "1999-12-13 00:00:00 XLY -300 @ 29.96875"
## [1] "1999-12-13 00:00:00 XLY -300 @ 29.96875"
## [1] "1999-12-21 00:00:00 XLY 300 @ 29.4375"
## [1] "1999-12-21 00:00:00 XLY 300 @ 29.4375"
## [1] "1999-12-27 00:00:00 XLY -300 @ 30.375"
## [1] "1999-12-27 00:00:00 XLY -300 @ 30.375"
## [1] "2000-01-04 00:00:00 XLY 300 @ 29.21875"
## [1] "2000-01-04 00:00:00 XLY 300 @ 29.21875"
## [1] "2000-01-10 00:00:00 XLY -300 @ 30.40625"
## [1] "2000-01-10 00:00:00 XLY -300 @ 30.40625"
## [1] "2000-01-19 00:00:00 XLY 300 @ 29.90625"
## [1] "2000-01-19 00:00:00 XLY 300 @ 29.90625"
## [1] "2000-02-02 00:00:00 XLY -300 @ 28"
## [1] "2000-02-02 00:00:00 XLY -300 @ 28"
## [1] "2000-02-08 00:00:00 XLY 300 @ 28.09375"
## [1] "2000-02-08 00:00:00 XLY 300 @ 28.09375"
## [1] "2000-02-29 00:00:00 XLY -300 @ 25.6875"
## [1] "2000-02-29 00:00:00 XLY -300 @ 25.6875"
## [1] "2000-03-08 00:00:00 XLY 300 @ 24.8125"
## [1] "2000-03-08 00:00:00 XLY 300 @ 24.8125"
## [1] "2000-03-10 00:00:00 XLY -300 @ 24.96875"
## [1] "2000-03-10 00:00:00 XLY -300 @ 24.96875"
## [1] "2000-03-14 00:00:00 XLY 300 @ 24.8125"
## [1] "2000-03-14 00:00:00 XLY 300 @ 24.8125"
## [1] "2000-03-16 00:00:00 XLY -300 @ 28.25"
## [1] "2000-03-16 00:00:00 XLY -300 @ 28.25"
## [1] "2000-04-14 00:00:00 XLY 300 @ 28"
## [1] "2000-04-14 00:00:00 XLY 300 @ 28"
## [1] "2000-04-24 00:00:00 XLY -300 @ 29.53125"
## [1] "2000-04-24 00:00:00 XLY -300 @ 29.53125"
## [1] "2000-04-28 00:00:00 XLY 300 @ 28.65625"
## [1] "2000-04-28 00:00:00 XLY 300 @ 28.65625"
## [1] "2000-05-12 00:00:00 XLY -300 @ 28.6875"
## [1] "2000-05-12 00:00:00 XLY -300 @ 28.6875"
## [1] "2000-05-18 00:00:00 XLY 300 @ 28.875"
## [1] "2000-05-18 00:00:00 XLY 300 @ 28.875"
## [1] "2000-06-01 00:00:00 XLY -300 @ 27.3125"
## [1] "2000-06-01 00:00:00 XLY -300 @ 27.3125"
## [1] "2000-06-07 00:00:00 XLY 300 @ 27.015625"
## [1] "2000-06-07 00:00:00 XLY 300 @ 27.015625"
## [1] "2000-06-28 00:00:00 XLY -300 @ 25.75"
## [1] "2000-06-28 00:00:00 XLY -300 @ 25.75"
## [1] "2000-06-30 00:00:00 XLY 300 @ 25.59375"
## [1] "2000-06-30 00:00:00 XLY 300 @ 25.59375"
## [1] "2000-07-05 00:00:00 XLY -300 @ 26.25"
## [1] "2000-07-05 00:00:00 XLY -300 @ 26.25"
## [1] "2000-07-20 00:00:00 XLY 300 @ 27.6875"
## [1] "2000-07-20 00:00:00 XLY 300 @ 27.6875"
## [1] "2000-08-08 00:00:00 XLY -300 @ 27.640625"
## [1] "2000-08-08 00:00:00 XLY -300 @ 27.640625"
## [1] "2000-08-11 00:00:00 XLY 300 @ 26.75"
## [1] "2000-08-11 00:00:00 XLY 300 @ 26.75"
## [1] "2000-08-28 00:00:00 XLY -300 @ 25.6875"
## [1] "2000-08-28 00:00:00 XLY -300 @ 25.6875"
## [1] "2000-08-29 00:00:00 XLY 300 @ 25.578125"
## [1] "2000-08-29 00:00:00 XLY 300 @ 25.578125"
## [1] "2000-09-06 00:00:00 XLY -300 @ 26.0625"
## [1] "2000-09-06 00:00:00 XLY -300 @ 26.0625"
## [1] "2000-09-18 00:00:00 XLY 300 @ 25.828125"
## [1] "2000-09-18 00:00:00 XLY 300 @ 25.828125"
## [1] "2000-09-29 00:00:00 XLY -300 @ 24.890625"
## [1] "2000-09-29 00:00:00 XLY -300 @ 24.890625"
## [1] "2000-10-03 00:00:00 XLY 300 @ 24.6875"
## [1] "2000-10-03 00:00:00 XLY 300 @ 24.6875"
## [1] "2000-10-05 00:00:00 XLY -300 @ 24.796875"
## [1] "2000-10-05 00:00:00 XLY -300 @ 24.796875"
## [1] "2000-10-09 00:00:00 XLY 300 @ 24.171875"
## [1] "2000-10-09 00:00:00 XLY 300 @ 24.171875"
## [1] "2000-10-20 00:00:00 XLY -300 @ 23"
## [1] "2000-10-20 00:00:00 XLY -300 @ 23"
## [1] "2000-10-26 00:00:00 XLY 300 @ 22.734375"
## [1] "2000-10-26 00:00:00 XLY 300 @ 22.734375"
## [1] "2000-10-31 00:00:00 XLY -300 @ 24.578125"
## [1] "2000-10-31 00:00:00 XLY -300 @ 24.578125"
## [1] "2000-11-10 00:00:00 XLY 300 @ 22.921875"
## [1] "2000-11-10 00:00:00 XLY 300 @ 22.921875"
## [1] "2000-11-15 00:00:00 XLY -300 @ 24.5"
## [1] "2000-11-15 00:00:00 XLY -300 @ 24.5"
## [1] "2000-11-21 00:00:00 XLY 300 @ 23.4375"
## [1] "2000-11-21 00:00:00 XLY 300 @ 23.4375"
## [1] "2000-11-28 00:00:00 XLY -300 @ 24.09375"
## [1] "2000-11-28 00:00:00 XLY -300 @ 24.09375"
## [1] "2000-12-14 00:00:00 XLY 300 @ 24.421875"
## [1] "2000-12-14 00:00:00 XLY 300 @ 24.421875"
## [1] "2000-12-26 00:00:00 XLY -300 @ 24.03125"
## [1] "2000-12-26 00:00:00 XLY -300 @ 24.03125"
## [1] "2001-01-10 00:00:00 XLY 300 @ 26.625"
## [1] "2001-01-10 00:00:00 XLY 300 @ 26.625"
## [1] "2001-01-17 00:00:00 XLY -300 @ 27.09375"
## [1] "2001-01-17 00:00:00 XLY -300 @ 27.09375"
## [1] "2001-01-19 00:00:00 XLY 300 @ 25.625"
## [1] "2001-01-19 00:00:00 XLY 300 @ 25.625"
## [1] "2001-01-24 00:00:00 XLY -300 @ 26.9375"
## [1] "2001-01-24 00:00:00 XLY -300 @ 26.9375"
## [1] "2001-02-06 00:00:00 XLY 300 @ 27.8600006103516"
## [1] "2001-02-06 00:00:00 XLY 300 @ 27.8600006103516"
## [1] "2001-02-14 00:00:00 XLY -300 @ 27.6000003814697"
## [1] "2001-02-14 00:00:00 XLY -300 @ 27.6000003814697"
## [1] "2001-02-20 00:00:00 XLY 300 @ 27.6000003814697"
## [1] "2001-02-20 00:00:00 XLY 300 @ 27.6000003814697"
## [1] "2001-02-27 00:00:00 XLY -300 @ 27.1000003814697"
## [1] "2001-02-27 00:00:00 XLY -300 @ 27.1000003814697"
## [1] "2001-03-01 00:00:00 XLY 300 @ 26.1000003814697"
## [1] "2001-03-01 00:00:00 XLY 300 @ 26.1000003814697"
## [1] "2001-03-07 00:00:00 XLY -300 @ 27.3400001525879"
## [1] "2001-03-07 00:00:00 XLY -300 @ 27.3400001525879"
## [1] "2001-03-13 00:00:00 XLY 300 @ 26.3600006103516"
## [1] "2001-03-13 00:00:00 XLY 300 @ 26.3600006103516"
## [1] "2001-03-27 00:00:00 XLY -300 @ 26.1800003051758"
## [1] "2001-03-27 00:00:00 XLY -300 @ 26.1800003051758"
## [1] "2001-04-04 00:00:00 XLY 300 @ 25.4899997711182"
## [1] "2001-04-04 00:00:00 XLY 300 @ 25.4899997711182"
## [1] "2001-04-06 00:00:00 XLY -300 @ 25.9799995422363"
## [1] "2001-04-06 00:00:00 XLY -300 @ 25.9799995422363"
## [1] "2001-04-16 00:00:00 XLY 300 @ 25.3899993896484"
## [1] "2001-04-16 00:00:00 XLY 300 @ 25.3899993896484"
## [1] "2001-04-18 00:00:00 XLY -300 @ 27.3199996948242"
## [1] "2001-04-18 00:00:00 XLY -300 @ 27.3199996948242"
## [1] "2001-04-25 00:00:00 XLY 300 @ 26.4799995422363"
## [1] "2001-04-25 00:00:00 XLY 300 @ 26.4799995422363"
## [1] "2001-04-27 00:00:00 XLY -300 @ 27.7900009155273"
## [1] "2001-04-27 00:00:00 XLY -300 @ 27.7900009155273"
## [1] "2001-05-10 00:00:00 XLY 300 @ 27.8799991607666"
## [1] "2001-05-10 00:00:00 XLY 300 @ 27.8799991607666"
## [1] "2001-05-11 00:00:00 XLY -300 @ 28"
## [1] "2001-05-11 00:00:00 XLY -300 @ 28"
## [1] "2001-05-24 00:00:00 XLY 300 @ 28.3799991607666"
## [1] "2001-05-24 00:00:00 XLY 300 @ 28.3799991607666"
## [1] "2001-06-06 00:00:00 XLY -300 @ 27.7999992370605"
## [1] "2001-06-06 00:00:00 XLY -300 @ 27.7999992370605"
## [1] "2001-06-12 00:00:00 XLY 300 @ 27.8999996185303"
## [1] "2001-06-12 00:00:00 XLY 300 @ 27.8999996185303"
## [1] "2001-06-21 00:00:00 XLY -300 @ 28.2600002288818"
## [1] "2001-06-21 00:00:00 XLY -300 @ 28.2600002288818"
## [1] "2001-06-26 00:00:00 XLY 300 @ 27.25"
## [1] "2001-06-26 00:00:00 XLY 300 @ 27.25"
## [1] "2001-07-02 00:00:00 XLY -300 @ 27.9400005340576"
## [1] "2001-07-02 00:00:00 XLY -300 @ 27.9400005340576"
## [1] "2001-07-06 00:00:00 XLY 300 @ 26.6700000762939"
## [1] "2001-07-06 00:00:00 XLY 300 @ 26.6700000762939"
## [1] "2001-07-13 00:00:00 XLY -300 @ 28.6599998474121"
## [1] "2001-07-13 00:00:00 XLY -300 @ 28.6599998474121"
## [1] "2001-07-24 00:00:00 XLY 300 @ 28.2000007629395"
## [1] "2001-07-24 00:00:00 XLY 300 @ 28.2000007629395"
## [1] "2001-07-31 00:00:00 XLY -300 @ 28.8999996185303"
## [1] "2001-07-31 00:00:00 XLY -300 @ 28.8999996185303"
## [1] "2001-08-07 00:00:00 XLY 300 @ 28.6599998474121"
## [1] "2001-08-07 00:00:00 XLY 300 @ 28.6599998474121"
## [1] "2001-08-27 00:00:00 XLY -300 @ 27.25"
## [1] "2001-08-27 00:00:00 XLY -300 @ 27.25"
## [1] "2001-08-30 00:00:00 XLY 300 @ 25.9799995422363"
## [1] "2001-08-30 00:00:00 XLY 300 @ 25.9799995422363"
## [1] "2001-09-25 00:00:00 XLY -300 @ 22.2700004577637"
## [1] "2001-09-25 00:00:00 XLY -300 @ 22.2700004577637"
## [1] "2001-10-09 00:00:00 XLY 300 @ 23.6299991607666"
## [1] "2001-10-09 00:00:00 XLY 300 @ 23.6299991607666"
## [1] "2001-10-11 00:00:00 XLY -300 @ 25.3999996185303"
## [1] "2001-10-11 00:00:00 XLY -300 @ 25.3999996185303"
## [1] "2001-10-18 00:00:00 XLY 300 @ 24.3999996185303"
## [1] "2001-10-18 00:00:00 XLY 300 @ 24.3999996185303"
## [1] "2001-10-24 00:00:00 XLY -300 @ 24.5499992370605"
## [1] "2001-10-24 00:00:00 XLY -300 @ 24.5499992370605"
## [1] "2001-10-30 00:00:00 XLY 300 @ 23.7099990844727"
## [1] "2001-10-30 00:00:00 XLY 300 @ 23.7099990844727"
## [1] "2001-11-02 00:00:00 XLY -300 @ 25"
## [1] "2001-11-02 00:00:00 XLY -300 @ 25"
## [1] "2001-11-28 00:00:00 XLY 300 @ 27"
## [1] "2001-11-28 00:00:00 XLY 300 @ 27"
## [1] "2001-12-03 00:00:00 XLY -300 @ 27"
## [1] "2001-12-03 00:00:00 XLY -300 @ 27"
## [1] "2001-12-04 00:00:00 XLY 300 @ 27.6000003814697"
## [1] "2001-12-04 00:00:00 XLY 300 @ 27.6000003814697"
## [1] "2001-12-05 00:00:00 XLY -300 @ 28.4200000762939"
## [1] "2001-12-05 00:00:00 XLY -300 @ 28.4200000762939"
## [1] "2001-12-11 00:00:00 XLY 300 @ 27.5499992370605"
## [1] "2001-12-11 00:00:00 XLY 300 @ 27.5499992370605"
## [1] "2001-12-18 00:00:00 XLY -300 @ 28.1000003814697"
## [1] "2001-12-18 00:00:00 XLY -300 @ 28.1000003814697"
## [1] "2002-01-02 00:00:00 XLY 300 @ 28.6900005340576"
## [1] "2002-01-02 00:00:00 XLY 300 @ 28.6900005340576"
## [1] "2002-01-07 00:00:00 XLY -300 @ 28.8999996185303"
## [1] "2002-01-07 00:00:00 XLY -300 @ 28.8999996185303"
## [1] "2002-01-10 00:00:00 XLY 300 @ 28.7999992370605"
## [1] "2002-01-10 00:00:00 XLY 300 @ 28.7999992370605"
## [1] "2002-01-23 00:00:00 XLY -300 @ 28.7900009155273"
## [1] "2002-01-23 00:00:00 XLY -300 @ 28.7900009155273"
## [1] "2002-01-30 00:00:00 XLY 300 @ 29.1000003814697"
## [1] "2002-01-30 00:00:00 XLY 300 @ 29.1000003814697"
## [1] "2002-01-31 00:00:00 XLY -300 @ 29.5400009155273"
## [1] "2002-01-31 00:00:00 XLY -300 @ 29.5400009155273"
## [1] "2002-02-05 00:00:00 XLY 300 @ 28.7199993133545"
## [1] "2002-02-05 00:00:00 XLY 300 @ 28.7199993133545"
## [1] "2002-02-12 00:00:00 XLY -300 @ 29"
## [1] "2002-02-12 00:00:00 XLY -300 @ 29"
## [1] "2002-02-20 00:00:00 XLY 300 @ 29.4300003051758"
## [1] "2002-02-20 00:00:00 XLY 300 @ 29.4300003051758"
## [1] "2002-02-21 00:00:00 XLY -300 @ 29.1499996185303"
## [1] "2002-02-21 00:00:00 XLY -300 @ 29.1499996185303"
## [1] "2002-03-06 00:00:00 XLY 300 @ 29.9500007629395"
## [1] "2002-03-06 00:00:00 XLY 300 @ 29.9500007629395"
## [1] "2002-03-11 00:00:00 XLY -300 @ 30.2099990844727"
## [1] "2002-03-11 00:00:00 XLY -300 @ 30.2099990844727"
## [1] "2002-03-22 00:00:00 XLY 300 @ 30.0499992370605"
## [1] "2002-03-22 00:00:00 XLY 300 @ 30.0499992370605"
## [1] "2002-04-08 00:00:00 XLY -300 @ 29.7399997711182"
## [1] "2002-04-08 00:00:00 XLY -300 @ 29.7399997711182"
## [1] "2002-04-19 00:00:00 XLY 300 @ 30.0499992370605"
## [1] "2002-04-19 00:00:00 XLY 300 @ 30.0499992370605"
## [1] "2002-05-03 00:00:00 XLY -300 @ 29.2299995422363"
## [1] "2002-05-03 00:00:00 XLY -300 @ 29.2299995422363"
## [1] "2002-05-07 00:00:00 XLY 300 @ 29.1200008392334"
## [1] "2002-05-07 00:00:00 XLY 300 @ 29.1200008392334"
## [1] "2002-05-09 00:00:00 XLY -300 @ 29.1000003814697"
## [1] "2002-05-09 00:00:00 XLY -300 @ 29.1000003814697"
## [1] "2002-05-13 00:00:00 XLY 300 @ 28.9300003051758"
## [1] "2002-05-13 00:00:00 XLY 300 @ 28.9300003051758"
## [1] "2002-05-15 00:00:00 XLY -300 @ 29.7800006866455"
## [1] "2002-05-15 00:00:00 XLY -300 @ 29.7800006866455"
## [1] "2002-05-22 00:00:00 XLY 300 @ 29.2700004577637"
## [1] "2002-05-22 00:00:00 XLY 300 @ 29.2700004577637"
## [1] "2002-06-11 00:00:00 XLY -300 @ 28.6000003814697"
## [1] "2002-06-11 00:00:00 XLY -300 @ 28.6000003814697"
## [1] "2002-06-14 00:00:00 XLY 300 @ 28"
## [1] "2002-06-14 00:00:00 XLY 300 @ 28"
## [1] "2002-06-18 00:00:00 XLY -300 @ 28.6499996185303"
## [1] "2002-06-18 00:00:00 XLY -300 @ 28.6499996185303"
## [1] "2002-06-21 00:00:00 XLY 300 @ 27.6200008392334"
## [1] "2002-06-21 00:00:00 XLY 300 @ 27.6200008392334"
## [1] "2002-07-08 00:00:00 XLY -300 @ 27.2800006866455"
## [1] "2002-07-08 00:00:00 XLY -300 @ 27.2800006866455"
## [1] "2002-07-10 00:00:00 XLY 300 @ 25.7900009155273"
## [1] "2002-07-10 00:00:00 XLY 300 @ 25.7900009155273"
## [1] "2002-07-25 00:00:00 XLY -300 @ 22.8600006103516"
## [1] "2002-07-25 00:00:00 XLY -300 @ 22.8600006103516"
## [1] "2002-08-02 00:00:00 XLY 300 @ 22.4099998474121"
## [1] "2002-08-02 00:00:00 XLY 300 @ 22.4099998474121"
## [1] "2002-08-09 00:00:00 XLY -300 @ 23.25"
## [1] "2002-08-09 00:00:00 XLY -300 @ 23.25"
## [1] "2002-08-14 00:00:00 XLY 300 @ 23.8999996185303"
## [1] "2002-08-14 00:00:00 XLY 300 @ 23.8999996185303"
## [1] "2002-08-15 00:00:00 XLY -300 @ 24.8799991607666"
## [1] "2002-08-15 00:00:00 XLY -300 @ 24.8799991607666"
## [1] "2002-08-28 00:00:00 XLY 300 @ 24.6800003051758"
## [1] "2002-08-28 00:00:00 XLY 300 @ 24.6800003051758"
## [1] "2002-09-09 00:00:00 XLY -300 @ 25.1100006103516"
## [1] "2002-09-09 00:00:00 XLY -300 @ 25.1100006103516"
## [1] "2002-09-13 00:00:00 XLY 300 @ 25.0499992370605"
## [1] "2002-09-13 00:00:00 XLY 300 @ 25.0499992370605"
## [1] "2002-09-27 00:00:00 XLY -300 @ 23.5200004577637"
## [1] "2002-09-27 00:00:00 XLY -300 @ 23.5200004577637"
## [1] "2002-10-01 00:00:00 XLY 300 @ 23.2999992370605"
## [1] "2002-10-01 00:00:00 XLY 300 @ 23.2999992370605"
## [1] "2002-10-14 00:00:00 XLY -300 @ 22.9599990844727"
## [1] "2002-10-14 00:00:00 XLY -300 @ 22.9599990844727"
## [1] "2002-10-31 00:00:00 XLY 300 @ 24.2000007629395"
## [1] "2002-10-31 00:00:00 XLY 300 @ 24.2000007629395"
## [1] "2002-11-06 00:00:00 XLY -300 @ 25.0599994659424"
## [1] "2002-11-06 00:00:00 XLY -300 @ 25.0599994659424"
## [1] "2002-11-08 00:00:00 XLY 300 @ 24.1299991607666"
## [1] "2002-11-08 00:00:00 XLY 300 @ 24.1299991607666"
## [1] "2002-11-15 00:00:00 XLY -300 @ 25.0499992370605"
## [1] "2002-11-15 00:00:00 XLY -300 @ 25.0499992370605"
## [1] "2002-11-20 00:00:00 XLY 300 @ 24.3600006103516"
## [1] "2002-11-20 00:00:00 XLY 300 @ 24.3600006103516"
## [1] "2002-11-22 00:00:00 XLY -300 @ 25.0699996948242"
## [1] "2002-11-22 00:00:00 XLY -300 @ 25.0699996948242"
## [1] "2002-11-27 00:00:00 XLY 300 @ 25.5599994659424"
## [1] "2002-11-27 00:00:00 XLY 300 @ 25.5599994659424"
## [1] "2002-11-29 00:00:00 XLY -300 @ 25.3199996948242"
## [1] "2002-11-29 00:00:00 XLY -300 @ 25.3199996948242"
## [1] "2002-12-04 00:00:00 XLY 300 @ 24.7000007629395"
## [1] "2002-12-04 00:00:00 XLY 300 @ 24.7000007629395"
## [1] "2003-01-03 00:00:00 XLY -300 @ 23.4300003051758"
## [1] "2003-01-03 00:00:00 XLY -300 @ 23.4300003051758"
## [1] "2003-01-16 00:00:00 XLY 300 @ 23.9899997711182"
## [1] "2003-01-16 00:00:00 XLY 300 @ 23.9899997711182"
## [1] "2003-02-18 00:00:00 XLY -300 @ 22.3500003814697"
## [1] "2003-02-18 00:00:00 XLY -300 @ 22.3500003814697"
## [1] "2003-02-25 00:00:00 XLY 300 @ 21.9799995422363"
## [1] "2003-02-25 00:00:00 XLY 300 @ 21.9799995422363"
## [1] "2003-03-03 00:00:00 XLY -300 @ 21.8999996185303"
## [1] "2003-03-03 00:00:00 XLY -300 @ 21.8999996185303"
## [1] "2003-03-05 00:00:00 XLY 300 @ 21.5599994659424"
## [1] "2003-03-05 00:00:00 XLY 300 @ 21.5599994659424"
## [1] "2003-03-14 00:00:00 XLY -300 @ 22.0499992370605"
## [1] "2003-03-14 00:00:00 XLY -300 @ 22.0499992370605"
## [1] "2003-03-31 00:00:00 XLY 300 @ 22.7299995422363"
## [1] "2003-03-31 00:00:00 XLY 300 @ 22.7299995422363"
## [1] "2003-04-03 00:00:00 XLY -300 @ 23.7199993133545"
## [1] "2003-04-03 00:00:00 XLY -300 @ 23.7199993133545"
## [1] "2003-04-10 00:00:00 XLY 300 @ 24.0699996948242"
## [1] "2003-04-10 00:00:00 XLY 300 @ 24.0699996948242"
## [1] "2003-04-15 00:00:00 XLY -300 @ 24.6100006103516"
## [1] "2003-04-15 00:00:00 XLY -300 @ 24.6100006103516"
## [1] "2003-04-28 00:00:00 XLY 300 @ 25.2900009155273"
## [1] "2003-04-28 00:00:00 XLY 300 @ 25.2900009155273"
## [1] "2003-04-30 00:00:00 XLY -300 @ 25.3899993896484"
## [1] "2003-04-30 00:00:00 XLY -300 @ 25.3899993896484"
## [1] "2003-05-02 00:00:00 XLY 300 @ 25.3999996185303"
## [1] "2003-05-02 00:00:00 XLY 300 @ 25.3999996185303"
## [1] "2003-05-07 00:00:00 XLY -300 @ 25.6200008392334"
## [1] "2003-05-07 00:00:00 XLY -300 @ 25.6200008392334"
## [1] "2003-05-09 00:00:00 XLY 300 @ 25.6700000762939"
## [1] "2003-05-09 00:00:00 XLY 300 @ 25.6700000762939"
## [1] "2003-05-12 00:00:00 XLY -300 @ 26.0599994659424"
## [1] "2003-05-12 00:00:00 XLY -300 @ 26.0599994659424"
## [1] "2003-05-20 00:00:00 XLY 300 @ 25.1599998474121"
## [1] "2003-05-20 00:00:00 XLY 300 @ 25.1599998474121"
## [1] "2003-05-23 00:00:00 XLY -300 @ 25.6100006103516"
## [1] "2003-05-23 00:00:00 XLY -300 @ 25.6100006103516"
## [1] "2003-06-10 00:00:00 XLY 300 @ 27.2900009155273"
## [1] "2003-06-10 00:00:00 XLY 300 @ 27.2900009155273"
## [1] "2003-06-12 00:00:00 XLY -300 @ 27.7600002288818"
## [1] "2003-06-12 00:00:00 XLY -300 @ 27.7600002288818"
## [1] "2003-06-20 00:00:00 XLY 300 @ 27.3799991607666"
## [1] "2003-06-20 00:00:00 XLY 300 @ 27.3799991607666"
## [1] "2003-07-03 00:00:00 XLY -300 @ 27.25"
## [1] "2003-07-03 00:00:00 XLY -300 @ 27.25"
## [1] "2003-07-11 00:00:00 XLY 300 @ 27.8899993896484"
## [1] "2003-07-11 00:00:00 XLY 300 @ 27.8899993896484"
## [1] "2003-07-15 00:00:00 XLY -300 @ 27.8700008392334"
## [1] "2003-07-15 00:00:00 XLY -300 @ 27.8700008392334"
## [1] "2003-07-18 00:00:00 XLY 300 @ 27.6499996185303"
## [1] "2003-07-18 00:00:00 XLY 300 @ 27.6499996185303"
## [1] "2003-07-28 00:00:00 XLY -300 @ 27.8899993896484"
## [1] "2003-07-28 00:00:00 XLY -300 @ 27.8899993896484"
## [1] "2003-07-31 00:00:00 XLY 300 @ 27.5900001525879"
## [1] "2003-07-31 00:00:00 XLY 300 @ 27.5900001525879"
## [1] "2003-08-11 00:00:00 XLY -300 @ 27.6000003814697"
## [1] "2003-08-11 00:00:00 XLY -300 @ 27.6000003814697"
## [1] "2003-08-26 00:00:00 XLY 300 @ 28.4899997711182"
## [1] "2003-08-26 00:00:00 XLY 300 @ 28.4899997711182"
## [1] "2003-08-29 00:00:00 XLY -300 @ 29"
## [1] "2003-08-29 00:00:00 XLY -300 @ 29"
## [1] "2003-09-08 00:00:00 XLY 300 @ 29.2000007629395"
## [1] "2003-09-08 00:00:00 XLY 300 @ 29.2000007629395"
## [1] "2003-09-17 00:00:00 XLY -300 @ 28.9099998474121"
## [1] "2003-09-17 00:00:00 XLY -300 @ 28.9099998474121"
## [1] "2003-09-23 00:00:00 XLY 300 @ 28.7099990844727"
## [1] "2003-09-23 00:00:00 XLY 300 @ 28.7099990844727"
## [1] "2003-10-02 00:00:00 XLY -300 @ 28.4899997711182"
## [1] "2003-10-02 00:00:00 XLY -300 @ 28.4899997711182"
## [1] "2003-10-20 00:00:00 XLY 300 @ 29.3799991607666"
## [1] "2003-10-20 00:00:00 XLY 300 @ 29.3799991607666"
## [1] "2003-10-28 00:00:00 XLY -300 @ 30.0699996948242"
## [1] "2003-10-28 00:00:00 XLY -300 @ 30.0699996948242"
## [1] "2003-11-11 00:00:00 XLY 300 @ 30"
## [1] "2003-11-11 00:00:00 XLY 300 @ 30"
## [1] "2003-11-13 00:00:00 XLY -300 @ 30.1900005340576"
## [1] "2003-11-13 00:00:00 XLY -300 @ 30.1900005340576"
## [1] "2003-11-17 00:00:00 XLY 300 @ 29.5900001525879"
## [1] "2003-11-17 00:00:00 XLY 300 @ 29.5900001525879"
## [1] "2003-11-25 00:00:00 XLY -300 @ 30.3799991607666"
## [1] "2003-11-25 00:00:00 XLY -300 @ 30.3799991607666"
## [1] "2003-12-04 00:00:00 XLY 300 @ 30.2299995422363"
## [1] "2003-12-04 00:00:00 XLY 300 @ 30.2299995422363"
## [1] "2003-12-12 00:00:00 XLY -300 @ 30.3799991607666"
## [1] "2003-12-12 00:00:00 XLY -300 @ 30.3799991607666"
## [1] "2004-01-12 00:00:00 XLY 300 @ 31.4500007629395"
## [1] "2004-01-12 00:00:00 XLY 300 @ 31.4500007629395"
## [1] "2004-01-15 00:00:00 XLY -300 @ 31.7399997711182"
## [1] "2004-01-15 00:00:00 XLY -300 @ 31.7399997711182"
## [1] "2004-01-21 00:00:00 XLY 300 @ 31.8999996185303"
## [1] "2004-01-21 00:00:00 XLY 300 @ 31.8999996185303"
## [1] "2004-01-22 00:00:00 XLY -300 @ 32.1500015258789"
## [1] "2004-01-22 00:00:00 XLY -300 @ 32.1500015258789"
## [1] "2004-01-28 00:00:00 XLY 300 @ 31.1299991607666"
## [1] "2004-01-28 00:00:00 XLY 300 @ 31.1299991607666"
## [1] "2004-02-06 00:00:00 XLY -300 @ 31.5799999237061"
## [1] "2004-02-06 00:00:00 XLY -300 @ 31.5799999237061"
## [1] "2004-02-17 00:00:00 XLY 300 @ 32.1399993896484"
## [1] "2004-02-17 00:00:00 XLY 300 @ 32.1399993896484"
## [1] "2004-02-18 00:00:00 XLY -300 @ 31.9500007629395"
## [1] "2004-02-18 00:00:00 XLY -300 @ 31.9500007629395"
## [1] "2004-02-23 00:00:00 XLY 300 @ 31.5100002288818"
## [1] "2004-02-23 00:00:00 XLY 300 @ 31.5100002288818"
## [1] "2004-02-27 00:00:00 XLY -300 @ 31.9899997711182"
## [1] "2004-02-27 00:00:00 XLY -300 @ 31.9899997711182"
## [1] "2004-03-09 00:00:00 XLY 300 @ 31.8299999237061"
## [1] "2004-03-09 00:00:00 XLY 300 @ 31.8299999237061"
## [1] "2004-03-18 00:00:00 XLY -300 @ 31.3600006103516"
## [1] "2004-03-18 00:00:00 XLY -300 @ 31.3600006103516"
## [1] "2004-03-23 00:00:00 XLY 300 @ 30.6000003814697"
## [1] "2004-03-23 00:00:00 XLY 300 @ 30.6000003814697"
## [1] "2004-03-26 00:00:00 XLY -300 @ 31.2600002288818"
## [1] "2004-03-26 00:00:00 XLY -300 @ 31.2600002288818"
## [1] "2004-04-12 00:00:00 XLY 300 @ 32.2700004577637"
## [1] "2004-04-12 00:00:00 XLY 300 @ 32.2700004577637"
## [1] "2004-04-19 00:00:00 XLY -300 @ 31.9099998474121"
## [1] "2004-04-19 00:00:00 XLY -300 @ 31.9099998474121"
## [1] "2004-04-21 00:00:00 XLY 300 @ 31.75"
## [1] "2004-04-21 00:00:00 XLY 300 @ 31.75"
## [1] "2004-04-23 00:00:00 XLY -300 @ 32.2599983215332"
## [1] "2004-04-23 00:00:00 XLY -300 @ 32.2599983215332"
## [1] "2004-04-29 00:00:00 XLY 300 @ 31.6299991607666"
## [1] "2004-04-29 00:00:00 XLY 300 @ 31.6299991607666"
## [1] "2004-05-24 00:00:00 XLY -300 @ 30.8099994659424"
## [1] "2004-05-24 00:00:00 XLY -300 @ 30.8099994659424"
## [1] "2004-06-04 00:00:00 XLY 300 @ 31.6100006103516"
## [1] "2004-06-04 00:00:00 XLY 300 @ 31.6100006103516"
## [1] "2004-06-08 00:00:00 XLY -300 @ 32.1599998474121"
## [1] "2004-06-08 00:00:00 XLY -300 @ 32.1599998474121"
## [1] "2004-06-15 00:00:00 XLY 300 @ 31.8299999237061"
## [1] "2004-06-15 00:00:00 XLY 300 @ 31.8299999237061"
## [1] "2004-06-18 00:00:00 XLY -300 @ 31.8899993896484"
## [1] "2004-06-18 00:00:00 XLY -300 @ 31.8899993896484"
## [1] "2004-06-22 00:00:00 XLY 300 @ 31.6399993896484"
## [1] "2004-06-22 00:00:00 XLY 300 @ 31.6399993896484"
## [1] "2004-06-24 00:00:00 XLY -300 @ 31.8999996185303"
## [1] "2004-06-24 00:00:00 XLY -300 @ 31.8999996185303"
## [1] "2004-06-29 00:00:00 XLY 300 @ 31.5699996948242"
## [1] "2004-06-29 00:00:00 XLY 300 @ 31.5699996948242"
## [1] "2004-07-14 00:00:00 XLY -300 @ 30.7999992370605"
## [1] "2004-07-14 00:00:00 XLY -300 @ 30.7999992370605"
## [1] "2004-07-16 00:00:00 XLY 300 @ 30.3099994659424"
## [1] "2004-07-16 00:00:00 XLY 300 @ 30.3099994659424"
## [1] "2004-07-28 00:00:00 XLY -300 @ 30.25"
## [1] "2004-07-28 00:00:00 XLY -300 @ 30.25"
## [1] "2004-08-04 00:00:00 XLY 300 @ 30.1399993896484"
## [1] "2004-08-04 00:00:00 XLY 300 @ 30.1399993896484"
## [1] "2004-08-17 00:00:00 XLY -300 @ 30.1000003814697"
## [1] "2004-08-17 00:00:00 XLY -300 @ 30.1000003814697"
## [1] "2004-08-31 00:00:00 XLY 300 @ 30.3700008392334"
## [1] "2004-08-31 00:00:00 XLY 300 @ 30.3700008392334"
## [1] "2004-09-03 00:00:00 XLY -300 @ 30.9200000762939"
## [1] "2004-09-03 00:00:00 XLY -300 @ 30.9200000762939"
## [1] "2004-09-10 00:00:00 XLY 300 @ 31.1499996185303"
## [1] "2004-09-10 00:00:00 XLY 300 @ 31.1499996185303"
## [1] "2004-09-13 00:00:00 XLY -300 @ 31.25"
## [1] "2004-09-13 00:00:00 XLY -300 @ 31.25"
## [1] "2004-09-21 00:00:00 XLY 300 @ 31.4200000762939"
## [1] "2004-09-21 00:00:00 XLY 300 @ 31.4200000762939"
## [1] "2004-10-01 00:00:00 XLY -300 @ 31.5900001525879"
## [1] "2004-10-01 00:00:00 XLY -300 @ 31.5900001525879"
## [1] "2004-10-11 00:00:00 XLY 300 @ 31.6599998474121"
## [1] "2004-10-11 00:00:00 XLY 300 @ 31.6599998474121"
## [1] "2004-10-19 00:00:00 XLY -300 @ 31.4500007629395"
## [1] "2004-10-19 00:00:00 XLY -300 @ 31.4500007629395"
## [1] "2004-10-21 00:00:00 XLY 300 @ 31.5599994659424"
## [1] "2004-10-21 00:00:00 XLY 300 @ 31.5599994659424"
## [1] "2004-10-27 00:00:00 XLY -300 @ 32.3199996948242"
## [1] "2004-10-27 00:00:00 XLY -300 @ 32.3199996948242"
## [1] "2004-11-22 00:00:00 XLY 300 @ 33.9599990844727"
## [1] "2004-11-22 00:00:00 XLY 300 @ 33.9599990844727"
## [1] "2004-11-24 00:00:00 XLY -300 @ 34.3800010681152"
## [1] "2004-11-24 00:00:00 XLY -300 @ 34.3800010681152"
## [1] "2004-12-01 00:00:00 XLY 300 @ 34.3499984741211"
## [1] "2004-12-01 00:00:00 XLY 300 @ 34.3499984741211"
## [1] "2004-12-03 00:00:00 XLY -300 @ 34.2799987792969"
## [1] "2004-12-03 00:00:00 XLY -300 @ 34.2799987792969"
## [1] "2004-12-08 00:00:00 XLY 300 @ 34.1800003051758"
## [1] "2004-12-08 00:00:00 XLY 300 @ 34.1800003051758"
## [1] "2004-12-10 00:00:00 XLY -300 @ 34.4000015258789"
## [1] "2004-12-10 00:00:00 XLY -300 @ 34.4000015258789"
## [1] "2004-12-20 00:00:00 XLY 300 @ 34.4900016784668"
## [1] "2004-12-20 00:00:00 XLY 300 @ 34.4900016784668"
## [1] "2004-12-23 00:00:00 XLY -300 @ 34.8600006103516"
## [1] "2004-12-23 00:00:00 XLY -300 @ 34.8600006103516"
## [1] "2005-01-04 00:00:00 XLY 300 @ 34.6500015258789"
## [1] "2005-01-04 00:00:00 XLY 300 @ 34.6500015258789"
## [1] "2005-01-18 00:00:00 XLY -300 @ 34.7999992370605"
## [1] "2005-01-18 00:00:00 XLY -300 @ 34.7999992370605"
## [1] "2005-01-21 00:00:00 XLY 300 @ 33.7099990844727"
## [1] "2005-01-21 00:00:00 XLY 300 @ 33.7099990844727"
## [1] "2005-02-01 00:00:00 XLY -300 @ 33.810001373291"
## [1] "2005-02-01 00:00:00 XLY -300 @ 33.810001373291"
## [1] "2005-02-10 00:00:00 XLY 300 @ 33.9199981689453"
## [1] "2005-02-10 00:00:00 XLY 300 @ 33.9199981689453"
## [1] "2005-02-14 00:00:00 XLY -300 @ 34.0400009155273"
## [1] "2005-02-14 00:00:00 XLY -300 @ 34.0400009155273"
## [1] "2005-02-18 00:00:00 XLY 300 @ 34.0099983215332"
## [1] "2005-02-18 00:00:00 XLY 300 @ 34.0099983215332"
## [1] "2005-02-28 00:00:00 XLY -300 @ 33.5999984741211"
## [1] "2005-02-28 00:00:00 XLY -300 @ 33.5999984741211"
## [1] "2005-03-10 00:00:00 XLY 300 @ 33.7799987792969"
## [1] "2005-03-10 00:00:00 XLY 300 @ 33.7799987792969"
## [1] "2005-03-29 00:00:00 XLY -300 @ 32.7299995422363"
## [1] "2005-03-29 00:00:00 XLY -300 @ 32.7299995422363"
## [1] "2005-03-30 00:00:00 XLY 300 @ 33.2599983215332"
## [1] "2005-03-30 00:00:00 XLY 300 @ 33.2599983215332"
## [1] "2005-03-31 00:00:00 XLY -300 @ 33.1599998474121"
## [1] "2005-03-31 00:00:00 XLY -300 @ 33.1599998474121"
## [1] "2005-04-04 00:00:00 XLY 300 @ 32.9900016784668"
## [1] "2005-04-04 00:00:00 XLY 300 @ 32.9900016784668"
## [1] "2005-04-06 00:00:00 XLY -300 @ 33.0499992370605"
## [1] "2005-04-06 00:00:00 XLY -300 @ 33.0499992370605"
## [1] "2005-04-11 00:00:00 XLY 300 @ 32.7599983215332"
## [1] "2005-04-11 00:00:00 XLY 300 @ 32.7599983215332"
## [1] "2005-04-22 00:00:00 XLY -300 @ 31.3400001525879"
## [1] "2005-04-22 00:00:00 XLY -300 @ 31.3400001525879"
## [1] "2005-04-29 00:00:00 XLY 300 @ 31.0499992370605"
## [1] "2005-04-29 00:00:00 XLY 300 @ 31.0499992370605"
## [1] "2005-05-04 00:00:00 XLY -300 @ 32"
## [1] "2005-05-04 00:00:00 XLY -300 @ 32"
## [1] "2005-05-11 00:00:00 XLY 300 @ 31.5900001525879"
## [1] "2005-05-11 00:00:00 XLY 300 @ 31.5900001525879"
## [1] "2005-05-17 00:00:00 XLY -300 @ 32.0699996948242"
## [1] "2005-05-17 00:00:00 XLY -300 @ 32.0699996948242"
## [1] "2005-06-01 00:00:00 XLY 300 @ 33.1100006103516"
## [1] "2005-06-01 00:00:00 XLY 300 @ 33.1100006103516"
## [1] "2005-06-02 00:00:00 XLY -300 @ 33.2799987792969"
## [1] "2005-06-02 00:00:00 XLY -300 @ 33.2799987792969"
## [1] "2005-06-09 00:00:00 XLY 300 @ 33.1300010681152"
## [1] "2005-06-09 00:00:00 XLY 300 @ 33.1300010681152"
## [1] "2005-06-14 00:00:00 XLY -300 @ 33.5299987792969"
## [1] "2005-06-14 00:00:00 XLY -300 @ 33.5299987792969"
## [1] "2005-06-24 00:00:00 XLY 300 @ 32.8400001525879"
## [1] "2005-06-24 00:00:00 XLY 300 @ 32.8400001525879"
## [1] "2005-07-06 00:00:00 XLY -300 @ 32.8699989318848"
## [1] "2005-07-06 00:00:00 XLY -300 @ 32.8699989318848"
## [1] "2005-07-26 00:00:00 XLY 300 @ 34.5800018310547"
## [1] "2005-07-26 00:00:00 XLY 300 @ 34.5800018310547"
## [1] "2005-07-27 00:00:00 XLY -300 @ 34.6699981689453"
## [1] "2005-07-27 00:00:00 XLY -300 @ 34.6699981689453"
## [1] "2005-08-05 00:00:00 XLY 300 @ 34.1100006103516"
## [1] "2005-08-05 00:00:00 XLY 300 @ 34.1100006103516"
## [1] "2005-08-10 00:00:00 XLY -300 @ 34.3899993896484"
## [1] "2005-08-10 00:00:00 XLY -300 @ 34.3899993896484"
## [1] "2005-08-17 00:00:00 XLY 300 @ 34.1800003051758"
## [1] "2005-08-17 00:00:00 XLY 300 @ 34.1800003051758"
## [1] "2005-09-07 00:00:00 XLY -300 @ 33.8600006103516"
## [1] "2005-09-07 00:00:00 XLY -300 @ 33.8600006103516"
## [1] "2005-09-14 00:00:00 XLY 300 @ 33.1100006103516"
## [1] "2005-09-14 00:00:00 XLY 300 @ 33.1100006103516"
## [1] "2005-10-03 00:00:00 XLY -300 @ 32.4000015258789"
## [1] "2005-10-03 00:00:00 XLY -300 @ 32.4000015258789"
## [1] "2005-10-05 00:00:00 XLY 300 @ 31.6399993896484"
## [1] "2005-10-05 00:00:00 XLY 300 @ 31.6399993896484"
## [1] "2005-10-17 00:00:00 XLY -300 @ 31.4500007629395"
## [1] "2005-10-17 00:00:00 XLY -300 @ 31.4500007629395"
## [1] "2005-10-19 00:00:00 XLY 300 @ 31.7099990844727"
## [1] "2005-10-19 00:00:00 XLY 300 @ 31.7099990844727"
## [1] "2005-10-20 00:00:00 XLY -300 @ 31.3199996948242"
## [1] "2005-10-20 00:00:00 XLY -300 @ 31.3199996948242"
## [1] "2005-10-28 00:00:00 XLY 300 @ 31.3099994659424"
## [1] "2005-10-28 00:00:00 XLY 300 @ 31.3099994659424"
## [1] "2005-11-01 00:00:00 XLY -300 @ 31.8500003814697"
## [1] "2005-11-01 00:00:00 XLY -300 @ 31.8500003814697"
## [1] "2005-11-16 00:00:00 XLY 300 @ 32.5200004577637"
## [1] "2005-11-16 00:00:00 XLY 300 @ 32.5200004577637"
## [1] "2005-11-18 00:00:00 XLY -300 @ 33.1699981689453"
## [1] "2005-11-18 00:00:00 XLY -300 @ 33.1699981689453"
## [1] "2005-11-29 00:00:00 XLY 300 @ 33.3199996948242"
## [1] "2005-11-29 00:00:00 XLY 300 @ 33.3199996948242"
## [1] "2005-12-02 00:00:00 XLY -300 @ 33.5900001525879"
## [1] "2005-12-02 00:00:00 XLY -300 @ 33.5900001525879"
## [1] "2005-12-09 00:00:00 XLY 300 @ 33.3699989318848"
## [1] "2005-12-09 00:00:00 XLY 300 @ 33.3699989318848"
## [1] "2005-12-14 00:00:00 XLY -300 @ 33.7299995422363"
## [1] "2005-12-14 00:00:00 XLY -300 @ 33.7299995422363"
## [1] "2005-12-19 00:00:00 XLY 300 @ 33.0499992370605"
## [1] "2005-12-19 00:00:00 XLY 300 @ 33.0499992370605"
## [1] "2006-01-04 00:00:00 XLY -300 @ 33.0299987792969"
## [1] "2006-01-04 00:00:00 XLY -300 @ 33.0299987792969"
## [1] "2006-01-18 00:00:00 XLY 300 @ 33.2700004577637"
## [1] "2006-01-18 00:00:00 XLY 300 @ 33.2700004577637"
## [1] "2006-01-30 00:00:00 XLY -300 @ 33.3499984741211"
## [1] "2006-01-30 00:00:00 XLY -300 @ 33.3499984741211"
## [1] "2006-02-01 00:00:00 XLY 300 @ 33.3400001525879"
## [1] "2006-02-01 00:00:00 XLY 300 @ 33.3400001525879"
## [1] "2006-02-13 00:00:00 XLY -300 @ 33.189998626709"
## [1] "2006-02-13 00:00:00 XLY -300 @ 33.189998626709"
## [1] "2006-02-22 00:00:00 XLY 300 @ 33.689998626709"
## [1] "2006-02-22 00:00:00 XLY 300 @ 33.689998626709"
## [1] "2006-02-28 00:00:00 XLY -300 @ 33.4700012207031"
## [1] "2006-02-28 00:00:00 XLY -300 @ 33.4700012207031"
## [1] "2006-03-07 00:00:00 XLY 300 @ 33.1199989318848"
## [1] "2006-03-07 00:00:00 XLY 300 @ 33.1199989318848"
## [1] "2006-03-13 00:00:00 XLY -300 @ 33.3499984741211"
## [1] "2006-03-13 00:00:00 XLY -300 @ 33.3499984741211"
## [1] "2006-03-22 00:00:00 XLY 300 @ 33.8600006103516"
## [1] "2006-03-22 00:00:00 XLY 300 @ 33.8600006103516"
## [1] "2006-03-30 00:00:00 XLY -300 @ 33.7599983215332"
## [1] "2006-03-30 00:00:00 XLY -300 @ 33.7599983215332"
## [1] "2006-04-03 00:00:00 XLY 300 @ 33.5400009155273"
## [1] "2006-04-03 00:00:00 XLY 300 @ 33.5400009155273"
## [1] "2006-04-06 00:00:00 XLY -300 @ 34.0200004577637"
## [1] "2006-04-06 00:00:00 XLY -300 @ 34.0200004577637"
## [1] "2006-04-12 00:00:00 XLY 300 @ 33.5200004577637"
## [1] "2006-04-12 00:00:00 XLY 300 @ 33.5200004577637"
## [1] "2006-04-19 00:00:00 XLY -300 @ 33.7999992370605"
## [1] "2006-04-19 00:00:00 XLY -300 @ 33.7999992370605"
## [1] "2006-04-24 00:00:00 XLY 300 @ 33.6599998474121"
## [1] "2006-04-24 00:00:00 XLY 300 @ 33.6599998474121"
## [1] "2006-04-27 00:00:00 XLY -300 @ 34.1100006103516"
## [1] "2006-04-27 00:00:00 XLY -300 @ 34.1100006103516"
## [1] "2006-05-12 00:00:00 XLY 300 @ 34.0900001525879"
## [1] "2006-05-12 00:00:00 XLY 300 @ 34.0900001525879"
## [1] "2006-05-26 00:00:00 XLY -300 @ 33.6699981689453"
## [1] "2006-05-26 00:00:00 XLY -300 @ 33.6699981689453"
## [1] "2006-05-31 00:00:00 XLY 300 @ 33.5200004577637"
## [1] "2006-05-31 00:00:00 XLY 300 @ 33.5200004577637"
## [1] "2006-06-02 00:00:00 XLY -300 @ 33.9700012207031"
## [1] "2006-06-02 00:00:00 XLY -300 @ 33.9700012207031"
## [1] "2006-06-06 00:00:00 XLY 300 @ 33.2599983215332"
## [1] "2006-06-06 00:00:00 XLY 300 @ 33.2599983215332"
## [1] "2006-06-16 00:00:00 XLY -300 @ 33.1500015258789"
## [1] "2006-06-16 00:00:00 XLY -300 @ 33.1500015258789"
## [1] "2006-06-21 00:00:00 XLY 300 @ 33.1699981689453"
## [1] "2006-06-21 00:00:00 XLY 300 @ 33.1699981689453"
## [1] "2006-06-22 00:00:00 XLY -300 @ 32.9099998474121"
## [1] "2006-06-22 00:00:00 XLY -300 @ 32.9099998474121"
## [1] "2006-06-28 00:00:00 XLY 300 @ 32.6599998474121"
## [1] "2006-06-28 00:00:00 XLY 300 @ 32.6599998474121"
## [1] "2006-06-30 00:00:00 XLY -300 @ 33.3899993896484"
## [1] "2006-06-30 00:00:00 XLY -300 @ 33.3899993896484"
## [1] "2006-07-06 00:00:00 XLY 300 @ 33.1500015258789"
## [1] "2006-07-06 00:00:00 XLY 300 @ 33.1500015258789"
## [1] "2006-07-20 00:00:00 XLY -300 @ 31.6299991607666"
## [1] "2006-07-20 00:00:00 XLY -300 @ 31.6299991607666"
## [1] "2006-07-24 00:00:00 XLY 300 @ 32.0200004577637"
## [1] "2006-07-24 00:00:00 XLY 300 @ 32.0200004577637"
## [1] "2006-07-25 00:00:00 XLY -300 @ 32.310001373291"
## [1] "2006-07-25 00:00:00 XLY -300 @ 32.310001373291"
## [1] "2006-08-02 00:00:00 XLY 300 @ 32.2400016784668"
## [1] "2006-08-02 00:00:00 XLY 300 @ 32.2400016784668"
## [1] "2006-08-04 00:00:00 XLY -300 @ 32.4500007629395"
## [1] "2006-08-04 00:00:00 XLY -300 @ 32.4500007629395"
## [1] "2006-08-09 00:00:00 XLY 300 @ 31.6100006103516"
## [1] "2006-08-09 00:00:00 XLY 300 @ 31.6100006103516"
## [1] "2006-08-15 00:00:00 XLY -300 @ 32.5699996948242"
## [1] "2006-08-15 00:00:00 XLY -300 @ 32.5699996948242"
## [1] "2006-08-22 00:00:00 XLY 300 @ 32.7000007629395"
## [1] "2006-08-22 00:00:00 XLY 300 @ 32.7000007629395"
## [1] "2006-08-29 00:00:00 XLY -300 @ 32.7999992370605"
## [1] "2006-08-29 00:00:00 XLY -300 @ 32.7999992370605"
## [1] "2006-09-07 00:00:00 XLY 300 @ 32.9900016784668"
## [1] "2006-09-07 00:00:00 XLY 300 @ 32.9900016784668"
## [1] "2006-09-11 00:00:00 XLY -300 @ 33.5499992370605"
## [1] "2006-09-11 00:00:00 XLY -300 @ 33.5499992370605"
## [1] "2006-10-02 00:00:00 XLY 300 @ 35.0299987792969"
## [1] "2006-10-02 00:00:00 XLY 300 @ 35.0299987792969"
## [1] "2006-10-04 00:00:00 XLY -300 @ 35.8400001525879"
## [1] "2006-10-04 00:00:00 XLY -300 @ 35.8400001525879"
## [1] "2006-10-18 00:00:00 XLY 300 @ 36.5"
## [1] "2006-10-18 00:00:00 XLY 300 @ 36.5"
## [1] "2006-10-24 00:00:00 XLY -300 @ 37.0499992370605"
## [1] "2006-10-24 00:00:00 XLY -300 @ 37.0499992370605"
## [1] "2006-11-02 00:00:00 XLY 300 @ 36.8800010681152"
## [1] "2006-11-02 00:00:00 XLY 300 @ 36.8800010681152"
## [1] "2006-11-07 00:00:00 XLY -300 @ 37.1500015258789"
## [1] "2006-11-07 00:00:00 XLY -300 @ 37.1500015258789"
## [1] "2006-11-27 00:00:00 XLY 300 @ 37.4000015258789"
## [1] "2006-11-27 00:00:00 XLY 300 @ 37.4000015258789"
## [1] "2006-12-05 00:00:00 XLY -300 @ 38.3499984741211"
## [1] "2006-12-05 00:00:00 XLY -300 @ 38.3499984741211"
## [1] "2006-12-22 00:00:00 XLY 300 @ 38.2299995422363"
## [1] "2006-12-22 00:00:00 XLY 300 @ 38.2299995422363"
## [1] "2006-12-28 00:00:00 XLY -300 @ 38.560001373291"
## [1] "2006-12-28 00:00:00 XLY -300 @ 38.560001373291"
## [1] "2007-01-03 00:00:00 XLY 300 @ 38.5200004577637"
## [1] "2007-01-03 00:00:00 XLY 300 @ 38.5200004577637"
## [1] "2007-01-10 00:00:00 XLY -300 @ 38.7200012207031"
## [1] "2007-01-10 00:00:00 XLY -300 @ 38.7200012207031"
## [1] "2007-01-23 00:00:00 XLY 300 @ 39.5"
## [1] "2007-01-23 00:00:00 XLY 300 @ 39.5"
## [1] "2007-01-25 00:00:00 XLY -300 @ 39.0200004577637"
## [1] "2007-01-25 00:00:00 XLY -300 @ 39.0200004577637"
## [1] "2007-01-26 00:00:00 XLY 300 @ 38.8300018310547"
## [1] "2007-01-26 00:00:00 XLY 300 @ 38.8300018310547"
## [1] "2007-02-01 00:00:00 XLY -300 @ 39.5999984741211"
## [1] "2007-02-01 00:00:00 XLY -300 @ 39.5999984741211"
## [1] "2007-02-12 00:00:00 XLY 300 @ 39.2700004577637"
## [1] "2007-02-12 00:00:00 XLY 300 @ 39.2700004577637"
## [1] "2007-02-15 00:00:00 XLY -300 @ 39.9500007629395"
## [1] "2007-02-15 00:00:00 XLY -300 @ 39.9500007629395"
## [1] "2007-02-26 00:00:00 XLY 300 @ 39.5099983215332"
## [1] "2007-02-26 00:00:00 XLY 300 @ 39.5099983215332"
## [1] "2007-03-09 00:00:00 XLY -300 @ 38.2599983215332"
## [1] "2007-03-09 00:00:00 XLY -300 @ 38.2599983215332"
## [1] "2007-03-14 00:00:00 XLY 300 @ 37.439998626709"
## [1] "2007-03-14 00:00:00 XLY 300 @ 37.439998626709"
## [1] "2007-03-20 00:00:00 XLY -300 @ 38.1500015258789"
## [1] "2007-03-20 00:00:00 XLY -300 @ 38.1500015258789"
## [1] "2007-03-28 00:00:00 XLY 300 @ 37.7999992370605"
## [1] "2007-03-28 00:00:00 XLY 300 @ 37.7999992370605"
## [1] "2007-04-03 00:00:00 XLY -300 @ 38.6500015258789"
## [1] "2007-04-03 00:00:00 XLY -300 @ 38.6500015258789"
## [1] "2007-04-12 00:00:00 XLY 300 @ 38.8699989318848"
## [1] "2007-04-12 00:00:00 XLY 300 @ 38.8699989318848"
## [1] "2007-04-16 00:00:00 XLY -300 @ 39.2900009155273"
## [1] "2007-04-16 00:00:00 XLY -300 @ 39.2900009155273"
## [1] "2007-04-20 00:00:00 XLY 300 @ 39.5699996948242"
## [1] "2007-04-20 00:00:00 XLY 300 @ 39.5699996948242"
## [1] "2007-04-23 00:00:00 XLY -300 @ 39.4900016784668"
## [1] "2007-04-23 00:00:00 XLY -300 @ 39.4900016784668"
## [1] "2007-04-30 00:00:00 XLY 300 @ 38.9300003051758"
## [1] "2007-04-30 00:00:00 XLY 300 @ 38.9300003051758"
## [1] "2007-05-03 00:00:00 XLY -300 @ 39.4099998474121"
## [1] "2007-05-03 00:00:00 XLY -300 @ 39.4099998474121"
## [1] "2007-05-09 00:00:00 XLY 300 @ 39.5699996948242"
## [1] "2007-05-09 00:00:00 XLY 300 @ 39.5699996948242"
## [1] "2007-05-10 00:00:00 XLY -300 @ 39.1399993896484"
## [1] "2007-05-10 00:00:00 XLY -300 @ 39.1399993896484"
## [1] "2007-05-11 00:00:00 XLY 300 @ 39.2999992370605"
## [1] "2007-05-11 00:00:00 XLY 300 @ 39.2999992370605"
## [1] "2007-05-18 00:00:00 XLY -300 @ 39.7200012207031"
## [1] "2007-05-18 00:00:00 XLY -300 @ 39.7200012207031"
## [1] "2007-05-25 00:00:00 XLY 300 @ 39.6699981689453"
## [1] "2007-05-25 00:00:00 XLY 300 @ 39.6699981689453"
## [1] "2007-05-31 00:00:00 XLY -300 @ 40.0999984741211"
## [1] "2007-05-31 00:00:00 XLY -300 @ 40.0999984741211"
## [1] "2007-06-07 00:00:00 XLY 300 @ 38.9199981689453"
## [1] "2007-06-07 00:00:00 XLY 300 @ 38.9199981689453"
## [1] "2007-06-15 00:00:00 XLY -300 @ 39.8300018310547"
## [1] "2007-06-15 00:00:00 XLY -300 @ 39.8300018310547"
## [1] "2007-06-25 00:00:00 XLY 300 @ 39.2299995422363"
## [1] "2007-06-25 00:00:00 XLY 300 @ 39.2299995422363"
## [1] "2007-07-03 00:00:00 XLY -300 @ 39.5999984741211"
## [1] "2007-07-03 00:00:00 XLY -300 @ 39.5999984741211"
## [1] "2007-07-11 00:00:00 XLY 300 @ 39.5400009155273"
## [1] "2007-07-11 00:00:00 XLY 300 @ 39.5400009155273"
## [1] "2007-07-16 00:00:00 XLY -300 @ 39.8899993896484"
## [1] "2007-07-16 00:00:00 XLY -300 @ 39.8899993896484"
## [1] "2007-07-23 00:00:00 XLY 300 @ 39.5200004577637"
## [1] "2007-07-23 00:00:00 XLY 300 @ 39.5200004577637"
## [1] "2007-08-03 00:00:00 XLY -300 @ 36.3699989318848"
## [1] "2007-08-03 00:00:00 XLY -300 @ 36.3699989318848"
## [1] "2007-08-06 00:00:00 XLY 300 @ 36.9500007629395"
## [1] "2007-08-06 00:00:00 XLY 300 @ 36.9500007629395"
## [1] "2007-08-09 00:00:00 XLY -300 @ 36.5200004577637"
## [1] "2007-08-09 00:00:00 XLY -300 @ 36.5200004577637"
## [1] "2007-08-10 00:00:00 XLY 300 @ 36.3600006103516"
## [1] "2007-08-10 00:00:00 XLY 300 @ 36.3600006103516"
## [1] "2007-08-21 00:00:00 XLY -300 @ 35.9799995422363"
## [1] "2007-08-21 00:00:00 XLY -300 @ 35.9799995422363"
## [1] "2007-08-29 00:00:00 XLY 300 @ 36.7799987792969"
## [1] "2007-08-29 00:00:00 XLY 300 @ 36.7799987792969"
## [1] "2007-09-04 00:00:00 XLY -300 @ 37.2799987792969"
## [1] "2007-09-04 00:00:00 XLY -300 @ 37.2799987792969"
## [1] "2007-09-06 00:00:00 XLY 300 @ 36.7799987792969"
## [1] "2007-09-06 00:00:00 XLY 300 @ 36.7799987792969"
## [1] "2007-09-14 00:00:00 XLY -300 @ 36.8699989318848"
## [1] "2007-09-14 00:00:00 XLY -300 @ 36.8699989318848"
## [1] "2007-09-25 00:00:00 XLY 300 @ 36.310001373291"
## [1] "2007-09-25 00:00:00 XLY 300 @ 36.310001373291"
## [1] "2007-10-02 00:00:00 XLY -300 @ 37.2999992370605"
## [1] "2007-10-02 00:00:00 XLY -300 @ 37.2999992370605"
## [1] "2007-10-12 00:00:00 XLY 300 @ 37.8199996948242"
## [1] "2007-10-12 00:00:00 XLY 300 @ 37.8199996948242"
## [1] "2007-10-29 00:00:00 XLY -300 @ 36.6500015258789"
## [1] "2007-10-29 00:00:00 XLY -300 @ 36.6500015258789"
## [1] "2007-11-02 00:00:00 XLY 300 @ 35.7000007629395"
## [1] "2007-11-02 00:00:00 XLY 300 @ 35.7000007629395"
## [1] "2007-11-14 00:00:00 XLY -300 @ 34.3499984741211"
## [1] "2007-11-14 00:00:00 XLY -300 @ 34.3499984741211"
## [1] "2007-11-16 00:00:00 XLY 300 @ 34.0099983215332"
## [1] "2007-11-16 00:00:00 XLY 300 @ 34.0099983215332"
## [1] "2007-11-29 00:00:00 XLY -300 @ 34.1500015258789"
## [1] "2007-11-29 00:00:00 XLY -300 @ 34.1500015258789"
## [1] "2007-12-12 00:00:00 XLY 300 @ 33.9099998474121"
## [1] "2007-12-12 00:00:00 XLY 300 @ 33.9099998474121"
## [1] "2007-12-26 00:00:00 XLY -300 @ 33.439998626709"
## [1] "2007-12-26 00:00:00 XLY -300 @ 33.439998626709"
## [1] "2007-12-28 00:00:00 XLY 300 @ 32.8199996948242"
## [1] "2007-12-28 00:00:00 XLY 300 @ 32.8199996948242"
## [1] "2008-01-11 00:00:00 XLY -300 @ 30.2600002288818"
## [1] "2008-01-11 00:00:00 XLY -300 @ 30.2600002288818"
## [1] "2008-01-14 00:00:00 XLY 300 @ 30.5499992370605"
## [1] "2008-01-14 00:00:00 XLY 300 @ 30.5499992370605"
## [1] "2008-01-23 00:00:00 XLY -300 @ 31.2000007629395"
## [1] "2008-01-23 00:00:00 XLY -300 @ 31.2000007629395"
## [1] "2008-02-06 00:00:00 XLY 300 @ 31.1499996185303"
## [1] "2008-02-06 00:00:00 XLY 300 @ 31.1499996185303"
## [1] "2008-02-12 00:00:00 XLY -300 @ 31.9599990844727"
## [1] "2008-02-12 00:00:00 XLY -300 @ 31.9599990844727"
## [1] "2008-02-20 00:00:00 XLY 300 @ 32.2999992370605"
## [1] "2008-02-20 00:00:00 XLY 300 @ 32.2999992370605"
## [1] "2008-02-26 00:00:00 XLY -300 @ 32.9700012207031"
## [1] "2008-02-26 00:00:00 XLY -300 @ 32.9700012207031"
## [1] "2008-02-29 00:00:00 XLY 300 @ 31.3199996948242"
## [1] "2008-02-29 00:00:00 XLY 300 @ 31.3199996948242"
## [1] "2008-03-19 00:00:00 XLY -300 @ 30.3999996185303"
## [1] "2008-03-19 00:00:00 XLY -300 @ 30.3999996185303"
## [1] "2008-03-28 00:00:00 XLY 300 @ 30.5300006866455"
## [1] "2008-03-28 00:00:00 XLY 300 @ 30.5300006866455"
## [1] "2008-04-02 00:00:00 XLY -300 @ 32.0999984741211"
## [1] "2008-04-02 00:00:00 XLY -300 @ 32.0999984741211"
## [1] "2008-04-09 00:00:00 XLY 300 @ 31.1599998474121"
## [1] "2008-04-09 00:00:00 XLY 300 @ 31.1599998474121"
## [1] "2008-04-17 00:00:00 XLY -300 @ 31.4699993133545"
## [1] "2008-04-17 00:00:00 XLY -300 @ 31.4699993133545"
## [1] "2008-05-01 00:00:00 XLY 300 @ 33.2599983215332"
## [1] "2008-05-01 00:00:00 XLY 300 @ 33.2599983215332"
## [1] "2008-05-02 00:00:00 XLY -300 @ 33.189998626709"
## [1] "2008-05-02 00:00:00 XLY -300 @ 33.189998626709"
## [1] "2008-05-08 00:00:00 XLY 300 @ 32.3899993896484"
## [1] "2008-05-08 00:00:00 XLY 300 @ 32.3899993896484"
## [1] "2008-05-13 00:00:00 XLY -300 @ 32.9799995422363"
## [1] "2008-05-13 00:00:00 XLY -300 @ 32.9799995422363"
## [1] "2008-05-21 00:00:00 XLY 300 @ 32.2299995422363"
## [1] "2008-05-21 00:00:00 XLY 300 @ 32.2299995422363"
## [1] "2008-05-30 00:00:00 XLY -300 @ 32.310001373291"
## [1] "2008-05-30 00:00:00 XLY -300 @ 32.310001373291"
## [1] "2008-06-03 00:00:00 XLY 300 @ 32.0299987792969"
## [1] "2008-06-03 00:00:00 XLY 300 @ 32.0299987792969"
## [1] "2008-06-06 00:00:00 XLY -300 @ 31.2600002288818"
## [1] "2008-06-06 00:00:00 XLY -300 @ 31.2600002288818"
## [1] "2008-06-09 00:00:00 XLY 300 @ 31.2399997711182"
## [1] "2008-06-09 00:00:00 XLY 300 @ 31.2399997711182"
## [1] "2008-06-16 00:00:00 XLY -300 @ 31.6200008392334"
## [1] "2008-06-16 00:00:00 XLY -300 @ 31.6200008392334"
## [1] "2008-06-19 00:00:00 XLY 300 @ 31"
## [1] "2008-06-19 00:00:00 XLY 300 @ 31"
## [1] "2008-07-09 00:00:00 XLY -300 @ 27.8500003814697"
## [1] "2008-07-09 00:00:00 XLY -300 @ 27.8500003814697"
## [1] "2008-07-11 00:00:00 XLY 300 @ 26.7900009155273"
## [1] "2008-07-11 00:00:00 XLY 300 @ 26.7900009155273"
## [1] "2008-07-17 00:00:00 XLY -300 @ 27.8500003814697"
## [1] "2008-07-17 00:00:00 XLY -300 @ 27.8500003814697"
## [1] "2008-07-28 00:00:00 XLY 300 @ 27.7600002288818"
## [1] "2008-07-28 00:00:00 XLY 300 @ 27.7600002288818"
## [1] "2008-08-06 00:00:00 XLY -300 @ 29.5799999237061"
## [1] "2008-08-06 00:00:00 XLY -300 @ 29.5799999237061"
## [1] "2008-08-20 00:00:00 XLY 300 @ 29.75"
## [1] "2008-08-20 00:00:00 XLY 300 @ 29.75"
## [1] "2008-08-25 00:00:00 XLY -300 @ 29.8299999237061"
## [1] "2008-08-25 00:00:00 XLY -300 @ 29.8299999237061"
## [1] "2008-09-05 00:00:00 XLY 300 @ 30.2800006866455"
## [1] "2008-09-05 00:00:00 XLY 300 @ 30.2800006866455"
## [1] "2008-09-09 00:00:00 XLY -300 @ 31.0499992370605"
## [1] "2008-09-09 00:00:00 XLY -300 @ 31.0499992370605"
## [1] "2008-09-16 00:00:00 XLY 300 @ 30.3500003814697"
## [1] "2008-09-16 00:00:00 XLY 300 @ 30.3500003814697"
## [1] "2008-09-29 00:00:00 XLY -300 @ 27.2999992370605"
## [1] "2008-09-29 00:00:00 XLY -300 @ 27.2999992370605"
## [1] "2008-09-30 00:00:00 XLY 300 @ 27.8999996185303"
## [1] "2008-09-30 00:00:00 XLY 300 @ 27.8999996185303"
## [1] "2008-10-15 00:00:00 XLY -300 @ 20.4500007629395"
## [1] "2008-10-15 00:00:00 XLY -300 @ 20.4500007629395"
## [1] "2008-10-16 00:00:00 XLY 300 @ 21.7999992370605"
## [1] "2008-10-16 00:00:00 XLY 300 @ 21.7999992370605"
## [1] "2008-10-29 00:00:00 XLY -300 @ 21.4300003051758"
## [1] "2008-10-29 00:00:00 XLY -300 @ 21.4300003051758"
## [1] "2008-11-07 00:00:00 XLY 300 @ 21.1200008392334"
## [1] "2008-11-07 00:00:00 XLY 300 @ 21.1200008392334"
## [1] "2008-11-25 00:00:00 XLY -300 @ 19.0599994659424"
## [1] "2008-11-25 00:00:00 XLY -300 @ 19.0599994659424"
## [1] "2008-12-02 00:00:00 XLY 300 @ 19.5699996948242"
## [1] "2008-12-02 00:00:00 XLY 300 @ 19.5699996948242"
## [1] "2008-12-04 00:00:00 XLY -300 @ 20.4899997711182"
## [1] "2008-12-04 00:00:00 XLY -300 @ 20.4899997711182"
## [1] "2008-12-12 00:00:00 XLY 300 @ 20.9400005340576"
## [1] "2008-12-12 00:00:00 XLY 300 @ 20.9400005340576"
## [1] "2008-12-17 00:00:00 XLY -300 @ 22.1000003814697"
## [1] "2008-12-17 00:00:00 XLY -300 @ 22.1000003814697"
## [1] "2008-12-22 00:00:00 XLY 300 @ 20.6599998474121"
## [1] "2008-12-22 00:00:00 XLY 300 @ 20.6599998474121"
## [1] "2008-12-31 00:00:00 XLY -300 @ 21.5699996948242"
## [1] "2008-12-31 00:00:00 XLY -300 @ 21.5699996948242"
## [1] "2009-01-08 00:00:00 XLY 300 @ 22.1499996185303"
## [1] "2009-01-08 00:00:00 XLY 300 @ 22.1499996185303"
## [1] "2009-01-29 00:00:00 XLY -300 @ 19.7700004577637"
## [1] "2009-01-29 00:00:00 XLY -300 @ 19.7700004577637"
## [1] "2009-02-02 00:00:00 XLY 300 @ 19.1000003814697"
## [1] "2009-02-02 00:00:00 XLY 300 @ 19.1000003814697"
## [1] "2009-02-09 00:00:00 XLY -300 @ 20.0699996948242"
## [1] "2009-02-09 00:00:00 XLY -300 @ 20.0699996948242"
## [1] "2009-02-11 00:00:00 XLY 300 @ 19.2700004577637"
## [1] "2009-02-11 00:00:00 XLY 300 @ 19.2700004577637"
## [1] "2009-02-25 00:00:00 XLY -300 @ 18.0300006866455"
## [1] "2009-02-25 00:00:00 XLY -300 @ 18.0300006866455"
## [1] "2009-02-27 00:00:00 XLY 300 @ 17.5300006866455"
## [1] "2009-02-27 00:00:00 XLY 300 @ 17.5300006866455"
## [1] "2009-03-11 00:00:00 XLY -300 @ 17.3700008392334"
## [1] "2009-03-11 00:00:00 XLY -300 @ 17.3700008392334"
## [1] "2009-03-31 00:00:00 XLY 300 @ 19.6499996185303"
## [1] "2009-03-31 00:00:00 XLY 300 @ 19.6499996185303"
## [1] "2009-04-03 00:00:00 XLY -300 @ 21.3899993896484"
## [1] "2009-04-03 00:00:00 XLY -300 @ 21.3899993896484"
## [1] "2009-04-08 00:00:00 XLY 300 @ 21.0499992370605"
## [1] "2009-04-08 00:00:00 XLY 300 @ 21.0499992370605"
## [1] "2009-04-13 00:00:00 XLY -300 @ 21.9200000762939"
## [1] "2009-04-13 00:00:00 XLY -300 @ 21.9200000762939"
## [1] "2009-04-21 00:00:00 XLY 300 @ 22.0200004577637"
## [1] "2009-04-21 00:00:00 XLY 300 @ 22.0200004577637"
## [1] "2009-04-27 00:00:00 XLY -300 @ 22.4899997711182"
## [1] "2009-04-27 00:00:00 XLY -300 @ 22.4899997711182"
## [1] "2009-05-12 00:00:00 XLY 300 @ 23.0699996948242"
## [1] "2009-05-12 00:00:00 XLY 300 @ 23.0699996948242"
## [1] "2009-05-19 00:00:00 XLY -300 @ 23.1299991607666"
## [1] "2009-05-19 00:00:00 XLY -300 @ 23.1299991607666"
## [1] "2009-05-22 00:00:00 XLY 300 @ 22.5799999237061"
## [1] "2009-05-22 00:00:00 XLY 300 @ 22.5799999237061"
## [1] "2009-05-27 00:00:00 XLY -300 @ 22.8299999237061"
## [1] "2009-05-27 00:00:00 XLY -300 @ 22.8299999237061"
## [1] "2009-06-11 00:00:00 XLY 300 @ 23.8899993896484"
## [1] "2009-06-11 00:00:00 XLY 300 @ 23.8899993896484"
## [1] "2009-06-26 00:00:00 XLY -300 @ 22.9599990844727"
## [1] "2009-06-26 00:00:00 XLY -300 @ 22.9599990844727"
## [1] "2009-07-06 00:00:00 XLY 300 @ 22.3999996185303"
## [1] "2009-07-06 00:00:00 XLY 300 @ 22.3999996185303"
## [1] "2009-07-14 00:00:00 XLY -300 @ 22.8099994659424"
## [1] "2009-07-14 00:00:00 XLY -300 @ 22.8099994659424"
## [1] "2009-07-30 00:00:00 XLY 300 @ 25.2700004577637"
## [1] "2009-07-30 00:00:00 XLY 300 @ 25.2700004577637"
## [1] "2009-07-31 00:00:00 XLY -300 @ 25.2700004577637"
## [1] "2009-07-31 00:00:00 XLY -300 @ 25.2700004577637"
## [1] "2009-08-17 00:00:00 XLY 300 @ 25.0599994659424"
## [1] "2009-08-17 00:00:00 XLY 300 @ 25.0599994659424"
## [1] "2009-08-21 00:00:00 XLY -300 @ 26.3199996948242"
## [1] "2009-08-21 00:00:00 XLY -300 @ 26.3199996948242"
## [1] "2009-09-01 00:00:00 XLY 300 @ 25.6900005340576"
## [1] "2009-09-01 00:00:00 XLY 300 @ 25.6900005340576"
## [1] "2009-09-08 00:00:00 XLY -300 @ 26.5300006866455"
## [1] "2009-09-08 00:00:00 XLY -300 @ 26.5300006866455"
## [1] "2009-09-24 00:00:00 XLY 300 @ 27.1399993896484"
## [1] "2009-09-24 00:00:00 XLY 300 @ 27.1399993896484"
## [1] "2009-09-29 00:00:00 XLY -300 @ 27.6200008392334"
## [1] "2009-09-29 00:00:00 XLY -300 @ 27.6200008392334"
## [1] "2009-10-02 00:00:00 XLY 300 @ 26.5300006866455"
## [1] "2009-10-02 00:00:00 XLY 300 @ 26.5300006866455"
## [1] "2009-10-07 00:00:00 XLY -300 @ 27.3700008392334"
## [1] "2009-10-07 00:00:00 XLY -300 @ 27.3700008392334"
## [1] "2009-10-22 00:00:00 XLY 300 @ 28.3600006103516"
## [1] "2009-10-22 00:00:00 XLY 300 @ 28.3600006103516"
## [1] "2009-11-06 00:00:00 XLY -300 @ 28.1000003814697"
## [1] "2009-11-06 00:00:00 XLY -300 @ 28.1000003814697"
## [1] "2009-11-20 00:00:00 XLY 300 @ 28.6900005340576"
## [1] "2009-11-20 00:00:00 XLY 300 @ 28.6900005340576"
## [1] "2009-11-27 00:00:00 XLY -300 @ 28.6200008392334"
## [1] "2009-11-27 00:00:00 XLY -300 @ 28.6200008392334"
## [1] "2009-11-30 00:00:00 XLY 300 @ 28.6200008392334"
## [1] "2009-11-30 00:00:00 XLY 300 @ 28.6200008392334"
## [1] "2009-12-02 00:00:00 XLY -300 @ 29.1599998474121"
## [1] "2009-12-02 00:00:00 XLY -300 @ 29.1599998474121"
## [1] "2009-12-18 00:00:00 XLY 300 @ 29.6100006103516"
## [1] "2009-12-18 00:00:00 XLY 300 @ 29.6100006103516"
## [1] "2009-12-22 00:00:00 XLY -300 @ 29.9699993133545"
## [1] "2009-12-22 00:00:00 XLY -300 @ 29.9699993133545"
## [1] "2009-12-31 00:00:00 XLY 300 @ 29.7700004577637"
## [1] "2009-12-31 00:00:00 XLY 300 @ 29.7700004577637"
## [1] "2010-01-06 00:00:00 XLY -300 @ 30.1499996185303"
## [1] "2010-01-06 00:00:00 XLY -300 @ 30.1499996185303"
## [1] "2010-01-13 00:00:00 XLY 300 @ 30.2800006866455"
## [1] "2010-01-13 00:00:00 XLY 300 @ 30.2800006866455"
## [1] "2010-01-20 00:00:00 XLY -300 @ 29.9699993133545"
## [1] "2010-01-20 00:00:00 XLY -300 @ 29.9699993133545"
## [1] "2010-01-22 00:00:00 XLY 300 @ 29.0200004577637"
## [1] "2010-01-22 00:00:00 XLY 300 @ 29.0200004577637"
## [1] "2010-02-02 00:00:00 XLY -300 @ 29.6900005340576"
## [1] "2010-02-02 00:00:00 XLY -300 @ 29.6900005340576"
## [1] "2010-02-05 00:00:00 XLY 300 @ 28.7700004577637"
## [1] "2010-02-05 00:00:00 XLY 300 @ 28.7700004577637"
## [1] "2010-02-12 00:00:00 XLY -300 @ 29.25"
## [1] "2010-02-12 00:00:00 XLY -300 @ 29.25"
## [1] "2010-02-24 00:00:00 XLY 300 @ 30.4200000762939"
## [1] "2010-02-24 00:00:00 XLY 300 @ 30.4200000762939"
## [1] "2010-02-25 00:00:00 XLY -300 @ 30.4699993133545"
## [1] "2010-02-25 00:00:00 XLY -300 @ 30.4699993133545"
## [1] "2010-04-01 00:00:00 XLY 300 @ 33.0699996948242"
## [1] "2010-04-01 00:00:00 XLY 300 @ 33.0699996948242"
## [1] "2010-04-06 00:00:00 XLY -300 @ 33.5200004577637"
## [1] "2010-04-06 00:00:00 XLY -300 @ 33.5200004577637"
## [1] "2010-04-28 00:00:00 XLY 300 @ 34.7900009155273"
## [1] "2010-04-28 00:00:00 XLY 300 @ 34.7900009155273"
## [1] "2010-04-30 00:00:00 XLY -300 @ 34.8199996948242"
## [1] "2010-04-30 00:00:00 XLY -300 @ 34.8199996948242"
## [1] "2010-05-05 00:00:00 XLY 300 @ 33.9900016784668"
## [1] "2010-05-05 00:00:00 XLY 300 @ 33.9900016784668"
## [1] "2010-05-13 00:00:00 XLY -300 @ 33.5699996948242"
## [1] "2010-05-13 00:00:00 XLY -300 @ 33.5699996948242"
## [1] "2010-05-17 00:00:00 XLY 300 @ 33.2599983215332"
## [1] "2010-05-17 00:00:00 XLY 300 @ 33.2599983215332"
## [1] "2010-05-28 00:00:00 XLY -300 @ 32.3699989318848"
## [1] "2010-05-28 00:00:00 XLY -300 @ 32.3699989318848"
## [1] "2010-06-02 00:00:00 XLY 300 @ 32.6800003051758"
## [1] "2010-06-02 00:00:00 XLY 300 @ 32.6800003051758"
## [1] "2010-06-03 00:00:00 XLY -300 @ 32.7900009155273"
## [1] "2010-06-03 00:00:00 XLY -300 @ 32.7900009155273"
## [1] "2010-06-07 00:00:00 XLY 300 @ 30.9200000762939"
## [1] "2010-06-07 00:00:00 XLY 300 @ 30.9200000762939"
## [1] "2010-06-11 00:00:00 XLY -300 @ 32.25"
## [1] "2010-06-11 00:00:00 XLY -300 @ 32.25"
## [1] "2010-06-21 00:00:00 XLY 300 @ 32.2099990844727"
## [1] "2010-06-21 00:00:00 XLY 300 @ 32.2099990844727"
## [1] "2010-07-08 00:00:00 XLY -300 @ 30.1200008392334"
## [1] "2010-07-08 00:00:00 XLY -300 @ 30.1200008392334"
## [1] "2010-07-19 00:00:00 XLY 300 @ 30.3099994659424"
## [1] "2010-07-19 00:00:00 XLY 300 @ 30.3099994659424"
## [1] "2010-07-23 00:00:00 XLY -300 @ 31.5499992370605"
## [1] "2010-07-23 00:00:00 XLY -300 @ 31.5499992370605"
## [1] "2010-07-30 00:00:00 XLY 300 @ 31.4400005340576"
## [1] "2010-07-30 00:00:00 XLY 300 @ 31.4400005340576"
## [1] "2010-08-03 00:00:00 XLY -300 @ 31.6200008392334"
## [1] "2010-08-03 00:00:00 XLY -300 @ 31.6200008392334"
## [1] "2010-08-12 00:00:00 XLY 300 @ 31.1000003814697"
## [1] "2010-08-12 00:00:00 XLY 300 @ 31.1000003814697"
## [1] "2010-08-18 00:00:00 XLY -300 @ 31.5300006866455"
## [1] "2010-08-18 00:00:00 XLY -300 @ 31.5300006866455"
## [1] "2010-08-20 00:00:00 XLY 300 @ 30.8999996185303"
## [1] "2010-08-20 00:00:00 XLY 300 @ 30.8999996185303"
## [1] "2010-08-30 00:00:00 XLY -300 @ 30.1499996185303"
## [1] "2010-08-30 00:00:00 XLY -300 @ 30.1499996185303"
## [1] "2010-09-24 00:00:00 XLY 300 @ 33.7000007629395"
## [1] "2010-09-24 00:00:00 XLY 300 @ 33.7000007629395"
## [1] "2010-09-27 00:00:00 XLY -300 @ 33.4799995422363"
## [1] "2010-09-27 00:00:00 XLY -300 @ 33.4799995422363"
## [1] "2010-10-05 00:00:00 XLY 300 @ 34.0800018310547"
## [1] "2010-10-05 00:00:00 XLY 300 @ 34.0800018310547"
## [1] "2010-10-06 00:00:00 XLY -300 @ 33.8499984741211"
## [1] "2010-10-06 00:00:00 XLY -300 @ 33.8499984741211"
## [1] "2010-10-20 00:00:00 XLY 300 @ 34.5699996948242"
## [1] "2010-10-20 00:00:00 XLY 300 @ 34.5699996948242"
## [1] "2010-10-22 00:00:00 XLY -300 @ 34.9599990844727"
## [1] "2010-10-22 00:00:00 XLY -300 @ 34.9599990844727"
## [1] "2010-11-10 00:00:00 XLY 300 @ 36.439998626709"
## [1] "2010-11-10 00:00:00 XLY 300 @ 36.439998626709"
## [1] "2010-11-19 00:00:00 XLY -300 @ 36.2400016784668"
## [1] "2010-11-19 00:00:00 XLY -300 @ 36.2400016784668"
## [1] "2010-11-24 00:00:00 XLY 300 @ 36.6100006103516"
## [1] "2010-11-24 00:00:00 XLY 300 @ 36.6100006103516"
## [1] "2010-11-26 00:00:00 XLY -300 @ 36.310001373291"
## [1] "2010-11-26 00:00:00 XLY -300 @ 36.310001373291"
## [1] "2010-12-15 00:00:00 XLY 300 @ 37.25"
## [1] "2010-12-15 00:00:00 XLY 300 @ 37.25"
## [1] "2010-12-17 00:00:00 XLY -300 @ 37.3600006103516"
## [1] "2010-12-17 00:00:00 XLY -300 @ 37.3600006103516"
## [1] "2010-12-28 00:00:00 XLY 300 @ 37.439998626709"
## [1] "2010-12-28 00:00:00 XLY 300 @ 37.439998626709"
## [1] "2011-01-04 00:00:00 XLY -300 @ 37.6399993896484"
## [1] "2011-01-04 00:00:00 XLY -300 @ 37.6399993896484"
## [1] "2011-01-12 00:00:00 XLY 300 @ 37.75"
## [1] "2011-01-12 00:00:00 XLY 300 @ 37.75"
## [1] "2011-01-13 00:00:00 XLY -300 @ 37.689998626709"
## [1] "2011-01-13 00:00:00 XLY -300 @ 37.689998626709"
## [1] "2011-01-20 00:00:00 XLY 300 @ 37.7299995422363"
## [1] "2011-01-20 00:00:00 XLY 300 @ 37.7299995422363"
## [1] "2011-01-25 00:00:00 XLY -300 @ 37.9900016784668"
## [1] "2011-01-25 00:00:00 XLY -300 @ 37.9900016784668"
## [1] "2011-01-31 00:00:00 XLY 300 @ 37.1800003051758"
## [1] "2011-01-31 00:00:00 XLY 300 @ 37.1800003051758"
## [1] "2011-02-04 00:00:00 XLY -300 @ 38.2099990844727"
## [1] "2011-02-04 00:00:00 XLY -300 @ 38.2099990844727"
## [1] "2011-02-23 00:00:00 XLY 300 @ 38.4799995422363"
## [1] "2011-02-23 00:00:00 XLY 300 @ 38.4799995422363"
## [1] "2011-03-01 00:00:00 XLY -300 @ 38.6599998474121"
## [1] "2011-03-01 00:00:00 XLY -300 @ 38.6599998474121"
## [1] "2011-03-02 00:00:00 XLY 300 @ 38.810001373291"
## [1] "2011-03-02 00:00:00 XLY 300 @ 38.810001373291"
## [1] "2011-03-04 00:00:00 XLY -300 @ 39.2099990844727"
## [1] "2011-03-04 00:00:00 XLY -300 @ 39.2099990844727"
## [1] "2011-03-08 00:00:00 XLY 300 @ 39.1300010681152"
## [1] "2011-03-08 00:00:00 XLY 300 @ 39.1300010681152"
## [1] "2011-03-22 00:00:00 XLY -300 @ 37.8600006103516"
## [1] "2011-03-22 00:00:00 XLY -300 @ 37.8600006103516"
## [1] "2011-04-08 00:00:00 XLY 300 @ 39.060001373291"
## [1] "2011-04-08 00:00:00 XLY 300 @ 39.060001373291"
## [1] "2011-04-18 00:00:00 XLY -300 @ 38.9000015258789"
## [1] "2011-04-18 00:00:00 XLY -300 @ 38.9000015258789"
## [1] "2011-04-19 00:00:00 XLY 300 @ 38.9900016784668"
## [1] "2011-04-19 00:00:00 XLY 300 @ 38.9900016784668"
## [1] "2011-04-21 00:00:00 XLY -300 @ 39.9099998474121"
## [1] "2011-04-21 00:00:00 XLY -300 @ 39.9099998474121"
## [1] "2011-05-05 00:00:00 XLY 300 @ 40.2599983215332"
## [1] "2011-05-05 00:00:00 XLY 300 @ 40.2599983215332"
## [1] "2011-05-11 00:00:00 XLY -300 @ 40.4700012207031"
## [1] "2011-05-11 00:00:00 XLY -300 @ 40.4700012207031"
## [1] "2011-05-17 00:00:00 XLY 300 @ 40.060001373291"
## [1] "2011-05-17 00:00:00 XLY 300 @ 40.060001373291"
## [1] "2011-05-19 00:00:00 XLY -300 @ 40.6599998474121"
## [1] "2011-05-19 00:00:00 XLY -300 @ 40.6599998474121"
## [1] "2011-05-24 00:00:00 XLY 300 @ 39.689998626709"
## [1] "2011-05-24 00:00:00 XLY 300 @ 39.689998626709"
## [1] "2011-05-27 00:00:00 XLY -300 @ 40.1599998474121"
## [1] "2011-05-27 00:00:00 XLY -300 @ 40.1599998474121"
## [1] "2011-06-02 00:00:00 XLY 300 @ 39.4300003051758"
## [1] "2011-06-02 00:00:00 XLY 300 @ 39.4300003051758"
## [1] "2011-06-15 00:00:00 XLY -300 @ 37.8899993896484"
## [1] "2011-06-15 00:00:00 XLY -300 @ 37.8899993896484"
## [1] "2011-06-17 00:00:00 XLY 300 @ 37.9500007629395"
## [1] "2011-06-17 00:00:00 XLY 300 @ 37.9500007629395"
## [1] "2011-06-21 00:00:00 XLY -300 @ 39.0400009155273"
## [1] "2011-06-21 00:00:00 XLY -300 @ 39.0400009155273"
## [1] "2011-06-27 00:00:00 XLY 300 @ 38.9700012207031"
## [1] "2011-06-27 00:00:00 XLY 300 @ 38.9700012207031"
## [1] "2011-06-28 00:00:00 XLY -300 @ 39.7099990844727"
## [1] "2011-06-28 00:00:00 XLY -300 @ 39.7099990844727"
## [1] "2011-07-12 00:00:00 XLY 300 @ 40.3699989318848"
## [1] "2011-07-12 00:00:00 XLY 300 @ 40.3699989318848"
## [1] "2011-07-20 00:00:00 XLY -300 @ 40.4599990844727"
## [1] "2011-07-20 00:00:00 XLY -300 @ 40.4599990844727"
## [1] "2011-07-28 00:00:00 XLY 300 @ 39.8400001525879"
## [1] "2011-07-28 00:00:00 XLY 300 @ 39.8400001525879"
## [1] "2011-08-15 00:00:00 XLY -300 @ 36.5999984741211"
## [1] "2011-08-15 00:00:00 XLY -300 @ 36.5999984741211"
## [1] "2011-08-19 00:00:00 XLY 300 @ 34.0499992370605"
## [1] "2011-08-19 00:00:00 XLY 300 @ 34.0499992370605"
## [1] "2011-08-24 00:00:00 XLY -300 @ 36.0999984741211"
## [1] "2011-08-24 00:00:00 XLY -300 @ 36.0999984741211"
## [1] "2011-09-06 00:00:00 XLY 300 @ 35.9500007629395"
## [1] "2011-09-06 00:00:00 XLY 300 @ 35.9500007629395"
## [1] "2011-09-08 00:00:00 XLY -300 @ 36.3800010681152"
## [1] "2011-09-08 00:00:00 XLY -300 @ 36.3800010681152"
## [1] "2011-09-12 00:00:00 XLY 300 @ 35.8400001525879"
## [1] "2011-09-12 00:00:00 XLY 300 @ 35.8400001525879"
## [1] "2011-09-15 00:00:00 XLY -300 @ 37.4799995422363"
## [1] "2011-09-15 00:00:00 XLY -300 @ 37.4799995422363"
## [1] "2011-09-22 00:00:00 XLY 300 @ 35.2000007629395"
## [1] "2011-09-22 00:00:00 XLY 300 @ 35.2000007629395"
## [1] "2011-09-27 00:00:00 XLY -300 @ 36.8199996948242"
## [1] "2011-09-27 00:00:00 XLY -300 @ 36.8199996948242"
## [1] "2011-09-30 00:00:00 XLY 300 @ 34.8600006103516"
## [1] "2011-09-30 00:00:00 XLY 300 @ 34.8600006103516"
## [1] "2011-10-06 00:00:00 XLY -300 @ 36.3800010681152"
## [1] "2011-10-06 00:00:00 XLY -300 @ 36.3800010681152"
## [1] "2011-11-01 00:00:00 XLY 300 @ 38.1800003051758"
## [1] "2011-11-01 00:00:00 XLY 300 @ 38.1800003051758"
## [1] "2011-11-08 00:00:00 XLY -300 @ 39.5499992370605"
## [1] "2011-11-08 00:00:00 XLY -300 @ 39.5499992370605"
## [1] "2011-11-10 00:00:00 XLY 300 @ 38.5"
## [1] "2011-11-10 00:00:00 XLY 300 @ 38.5"
## [1] "2011-11-14 00:00:00 XLY -300 @ 39.1800003051758"
## [1] "2011-11-14 00:00:00 XLY -300 @ 39.1800003051758"
## [1] "2011-11-17 00:00:00 XLY 300 @ 37.9000015258789"
## [1] "2011-11-17 00:00:00 XLY 300 @ 37.9000015258789"
## [1] "2011-11-29 00:00:00 XLY -300 @ 37.5699996948242"
## [1] "2011-11-29 00:00:00 XLY -300 @ 37.5699996948242"
## [1] "2011-12-09 00:00:00 XLY 300 @ 39.3499984741211"
## [1] "2011-12-09 00:00:00 XLY 300 @ 39.3499984741211"
## [1] "2011-12-21 00:00:00 XLY -300 @ 38.6399993896484"
## [1] "2011-12-21 00:00:00 XLY -300 @ 38.6399993896484"
## [1] "2012-01-31 00:00:00 XLY 300 @ 41.3199996948242"
## [1] "2012-01-31 00:00:00 XLY 300 @ 41.3199996948242"
## [1] "2012-02-02 00:00:00 XLY -300 @ 41.4099998474121"
## [1] "2012-02-02 00:00:00 XLY -300 @ 41.4099998474121"
## [1] "2012-02-16 00:00:00 XLY 300 @ 42.5900001525879"
## [1] "2012-02-16 00:00:00 XLY 300 @ 42.5900001525879"
## [1] "2012-02-21 00:00:00 XLY -300 @ 42.810001373291"
## [1] "2012-02-21 00:00:00 XLY -300 @ 42.810001373291"
## [1] "2012-03-07 00:00:00 XLY 300 @ 43.2900009155273"
## [1] "2012-03-07 00:00:00 XLY 300 @ 43.2900009155273"
## [1] "2012-03-09 00:00:00 XLY -300 @ 43.9799995422363"
## [1] "2012-03-09 00:00:00 XLY -300 @ 43.9799995422363"
## [1] "2012-03-30 00:00:00 XLY 300 @ 45.0900001525879"
## [1] "2012-03-30 00:00:00 XLY 300 @ 45.0900001525879"
## [1] "2012-04-03 00:00:00 XLY -300 @ 45.1199989318848"
## [1] "2012-04-03 00:00:00 XLY -300 @ 45.1199989318848"
## [1] "2012-04-05 00:00:00 XLY 300 @ 45.0099983215332"
## [1] "2012-04-05 00:00:00 XLY 300 @ 45.0099983215332"
## [1] "2012-04-13 00:00:00 XLY -300 @ 44.5499992370605"
## [1] "2012-04-13 00:00:00 XLY -300 @ 44.5499992370605"
## [1] "2012-04-24 00:00:00 XLY 300 @ 44.0099983215332"
## [1] "2012-04-24 00:00:00 XLY 300 @ 44.0099983215332"
## [1] "2012-04-26 00:00:00 XLY -300 @ 45.310001373291"
## [1] "2012-04-26 00:00:00 XLY -300 @ 45.310001373291"
## [1] "2012-05-07 00:00:00 XLY 300 @ 44.8899993896484"
## [1] "2012-05-07 00:00:00 XLY 300 @ 44.8899993896484"
## [1] "2012-05-24 00:00:00 XLY -300 @ 43.3499984741211"
## [1] "2012-05-24 00:00:00 XLY -300 @ 43.3499984741211"
## [1] "2012-06-01 00:00:00 XLY 300 @ 41.7400016784668"
## [1] "2012-06-01 00:00:00 XLY 300 @ 41.7400016784668"
## [1] "2012-06-07 00:00:00 XLY -300 @ 43.0299987792969"
## [1] "2012-06-07 00:00:00 XLY -300 @ 43.0299987792969"
## [1] "2012-06-14 00:00:00 XLY 300 @ 43.1500015258789"
## [1] "2012-06-14 00:00:00 XLY 300 @ 43.1500015258789"
## [1] "2012-06-18 00:00:00 XLY -300 @ 43.7299995422363"
## [1] "2012-06-18 00:00:00 XLY -300 @ 43.7299995422363"
## [1] "2012-06-22 00:00:00 XLY 300 @ 43.310001373291"
## [1] "2012-06-22 00:00:00 XLY 300 @ 43.310001373291"
## [1] "2012-07-02 00:00:00 XLY -300 @ 43.9099998474121"
## [1] "2012-07-02 00:00:00 XLY -300 @ 43.9099998474121"
## [1] "2012-07-10 00:00:00 XLY 300 @ 43.2700004577637"
## [1] "2012-07-10 00:00:00 XLY 300 @ 43.2700004577637"
## [1] "2012-07-16 00:00:00 XLY -300 @ 43.3400001525879"
## [1] "2012-07-16 00:00:00 XLY -300 @ 43.3400001525879"
## [1] "2012-07-24 00:00:00 XLY 300 @ 42.8199996948242"
## [1] "2012-07-24 00:00:00 XLY 300 @ 42.8199996948242"
## [1] "2012-07-27 00:00:00 XLY -300 @ 44.2799987792969"
## [1] "2012-07-27 00:00:00 XLY -300 @ 44.2799987792969"
## [1] "2012-08-02 00:00:00 XLY 300 @ 43.4700012207031"
## [1] "2012-08-02 00:00:00 XLY 300 @ 43.4700012207031"
## [1] "2012-08-06 00:00:00 XLY -300 @ 44.4900016784668"
## [1] "2012-08-06 00:00:00 XLY -300 @ 44.4900016784668"
## [1] "2012-08-24 00:00:00 XLY 300 @ 45.3699989318848"
## [1] "2012-08-24 00:00:00 XLY 300 @ 45.3699989318848"
## [1] "2012-08-27 00:00:00 XLY -300 @ 45.2999992370605"
## [1] "2012-08-27 00:00:00 XLY -300 @ 45.2999992370605"
## [1] "2012-09-25 00:00:00 XLY 300 @ 46.8400001525879"
## [1] "2012-09-25 00:00:00 XLY 300 @ 46.8400001525879"
## [1] "2012-10-04 00:00:00 XLY -300 @ 47.4700012207031"
## [1] "2012-10-04 00:00:00 XLY -300 @ 47.4700012207031"
## [1] "2012-10-10 00:00:00 XLY 300 @ 46.4700012207031"
## [1] "2012-10-10 00:00:00 XLY 300 @ 46.4700012207031"
## [1] "2012-10-16 00:00:00 XLY -300 @ 47.1300010681152"
## [1] "2012-10-16 00:00:00 XLY -300 @ 47.1300010681152"
## [1] "2012-10-22 00:00:00 XLY 300 @ 46.4300003051758"
## [1] "2012-10-22 00:00:00 XLY 300 @ 46.4300003051758"
## [1] "2012-11-01 00:00:00 XLY -300 @ 46.5999984741211"
## [1] "2012-11-01 00:00:00 XLY -300 @ 46.5999984741211"
## [1] "2012-11-08 00:00:00 XLY 300 @ 45.6399993896484"
## [1] "2012-11-08 00:00:00 XLY 300 @ 45.6399993896484"
## [1] "2012-11-20 00:00:00 XLY -300 @ 46.3800010681152"
## [1] "2012-11-20 00:00:00 XLY -300 @ 46.3800010681152"
## [1] "2012-12-05 00:00:00 XLY 300 @ 46.939998626709"
## [1] "2012-12-05 00:00:00 XLY 300 @ 46.939998626709"
## [1] "2012-12-10 00:00:00 XLY -300 @ 47.1500015258789"
## [1] "2012-12-10 00:00:00 XLY -300 @ 47.1500015258789"
## [1] "2012-12-14 00:00:00 XLY 300 @ 46.8499984741211"
## [1] "2012-12-14 00:00:00 XLY 300 @ 46.8499984741211"
## [1] "2012-12-18 00:00:00 XLY -300 @ 48.25"
## [1] "2012-12-18 00:00:00 XLY -300 @ 48.25"
## [1] "2012-12-24 00:00:00 XLY 300 @ 47.3199996948242"
## [1] "2012-12-24 00:00:00 XLY 300 @ 47.3199996948242"
## [1] "2013-01-02 00:00:00 XLY -300 @ 48.4300003051758"
## [1] "2013-01-02 00:00:00 XLY -300 @ 48.4300003051758"
## [1] "2013-01-31 00:00:00 XLY 300 @ 50.1300010681152"
## [1] "2013-01-31 00:00:00 XLY 300 @ 50.1300010681152"
## [1] "2013-02-11 00:00:00 XLY -300 @ 50.5499992370605"
## [1] "2013-02-11 00:00:00 XLY -300 @ 50.5499992370605"
## [1] "2013-02-21 00:00:00 XLY 300 @ 49.9300003051758"
## [1] "2013-02-21 00:00:00 XLY 300 @ 49.9300003051758"
## [1] "2013-02-28 00:00:00 XLY -300 @ 50.9300003051758"
## [1] "2013-02-28 00:00:00 XLY -300 @ 50.9300003051758"
## [1] "2013-03-18 00:00:00 XLY 300 @ 52.189998626709"
## [1] "2013-03-18 00:00:00 XLY 300 @ 52.189998626709"
## [1] "2013-03-25 00:00:00 XLY -300 @ 52.5299987792969"
## [1] "2013-03-25 00:00:00 XLY -300 @ 52.5299987792969"
## [1] "2013-04-02 00:00:00 XLY 300 @ 53.0400009155273"
## [1] "2013-04-02 00:00:00 XLY 300 @ 53.0400009155273"
## [1] "2013-04-03 00:00:00 XLY -300 @ 52.5499992370605"
## [1] "2013-04-03 00:00:00 XLY -300 @ 52.5499992370605"
## [1] "2013-04-16 00:00:00 XLY 300 @ 53.7400016784668"
## [1] "2013-04-16 00:00:00 XLY 300 @ 53.7400016784668"
## [1] "2013-04-24 00:00:00 XLY -300 @ 54.0499992370605"
## [1] "2013-04-24 00:00:00 XLY -300 @ 54.0499992370605"
## [1] "2013-05-23 00:00:00 XLY 300 @ 56.9700012207031"
## [1] "2013-05-23 00:00:00 XLY 300 @ 56.9700012207031"
## [1] "2013-05-29 00:00:00 XLY -300 @ 56.7599983215332"
## [1] "2013-05-29 00:00:00 XLY -300 @ 56.7599983215332"
## [1] "2013-05-30 00:00:00 XLY 300 @ 56.7599983215332"
## [1] "2013-05-30 00:00:00 XLY 300 @ 56.7599983215332"
## [1] "2013-06-10 00:00:00 XLY -300 @ 56.6699981689453"
## [1] "2013-06-10 00:00:00 XLY -300 @ 56.6699981689453"
## [1] "2013-06-13 00:00:00 XLY 300 @ 56.5299987792969"
## [1] "2013-06-13 00:00:00 XLY 300 @ 56.5299987792969"
## [1] "2013-06-18 00:00:00 XLY -300 @ 57.2400016784668"
## [1] "2013-06-18 00:00:00 XLY -300 @ 57.2400016784668"
## [1] "2013-06-21 00:00:00 XLY 300 @ 55.0400009155273"
## [1] "2013-06-21 00:00:00 XLY 300 @ 55.0400009155273"
## [1] "2013-06-27 00:00:00 XLY -300 @ 56.2000007629395"
## [1] "2013-06-27 00:00:00 XLY -300 @ 56.2000007629395"
## [1] "2013-07-24 00:00:00 XLY 300 @ 59.25"
## [1] "2013-07-24 00:00:00 XLY 300 @ 59.25"
## [1] "2013-07-29 00:00:00 XLY -300 @ 59.2099990844727"
## [1] "2013-07-29 00:00:00 XLY -300 @ 59.2099990844727"
## [1] "2013-07-30 00:00:00 XLY 300 @ 59.060001373291"
## [1] "2013-07-30 00:00:00 XLY 300 @ 59.060001373291"
## [1] "2013-08-02 00:00:00 XLY -300 @ 60.7200012207031"
## [1] "2013-08-02 00:00:00 XLY -300 @ 60.7200012207031"
## [1] "2013-08-08 00:00:00 XLY 300 @ 60.2099990844727"
## [1] "2013-08-08 00:00:00 XLY 300 @ 60.2099990844727"
## [1] "2013-09-05 00:00:00 XLY -300 @ 58.7200012207031"
## [1] "2013-09-05 00:00:00 XLY -300 @ 58.7200012207031"
## [1] "2013-09-24 00:00:00 XLY 300 @ 60.6500015258789"
## [1] "2013-09-24 00:00:00 XLY 300 @ 60.6500015258789"
## [1] "2013-10-02 00:00:00 XLY -300 @ 61.0999984741211"
## [1] "2013-10-02 00:00:00 XLY -300 @ 61.0999984741211"
## [1] "2013-10-04 00:00:00 XLY 300 @ 60.9799995422363"
## [1] "2013-10-04 00:00:00 XLY 300 @ 60.9799995422363"
## [1] "2013-10-11 00:00:00 XLY -300 @ 60.7900009155273"
## [1] "2013-10-11 00:00:00 XLY -300 @ 60.7900009155273"
## [1] "2013-11-08 00:00:00 XLY 300 @ 63.2900009155273"
## [1] "2013-11-08 00:00:00 XLY 300 @ 63.2900009155273"
## [1] "2013-11-14 00:00:00 XLY -300 @ 64.7300033569336"
## [1] "2013-11-14 00:00:00 XLY -300 @ 64.7300033569336"
## [1] "2013-11-20 00:00:00 XLY 300 @ 63.8300018310547"
## [1] "2013-11-20 00:00:00 XLY 300 @ 63.8300018310547"
## [1] "2013-11-22 00:00:00 XLY -300 @ 64.8499984741211"
## [1] "2013-11-22 00:00:00 XLY -300 @ 64.8499984741211"
## [1] "2013-12-04 00:00:00 XLY 300 @ 64.5199966430664"
## [1] "2013-12-04 00:00:00 XLY 300 @ 64.5199966430664"
## [1] "2013-12-09 00:00:00 XLY -300 @ 65.0800018310547"
## [1] "2013-12-09 00:00:00 XLY -300 @ 65.0800018310547"
## [1] "2013-12-12 00:00:00 XLY 300 @ 64.3199996948242"
## [1] "2013-12-12 00:00:00 XLY 300 @ 64.3199996948242"
## [1] "2013-12-17 00:00:00 XLY -300 @ 64.7300033569336"
## [1] "2013-12-17 00:00:00 XLY -300 @ 64.7300033569336"
## [1] "2014-01-06 00:00:00 XLY 300 @ 65.9300003051758"
## [1] "2014-01-06 00:00:00 XLY 300 @ 65.9300003051758"
## [1] "2014-01-13 00:00:00 XLY -300 @ 65.0100021362305"
## [1] "2014-01-13 00:00:00 XLY -300 @ 65.0100021362305"
## [1] "2014-01-14 00:00:00 XLY 300 @ 65.5699996948242"
## [1] "2014-01-14 00:00:00 XLY 300 @ 65.5699996948242"
## [1] "2014-02-07 00:00:00 XLY -300 @ 64.0899963378906"
## [1] "2014-02-07 00:00:00 XLY -300 @ 64.0899963378906"
## [1] "2014-02-20 00:00:00 XLY 300 @ 65.0699996948242"
## [1] "2014-02-20 00:00:00 XLY 300 @ 65.0699996948242"
## [1] "2014-02-24 00:00:00 XLY -300 @ 65.4700012207031"
## [1] "2014-02-24 00:00:00 XLY -300 @ 65.4700012207031"
## [1] "2014-03-12 00:00:00 XLY 300 @ 66.7200012207031"
## [1] "2014-03-12 00:00:00 XLY 300 @ 66.7200012207031"
## [1] "2014-03-19 00:00:00 XLY -300 @ 66.1399993896484"
## [1] "2014-03-19 00:00:00 XLY -300 @ 66.1399993896484"
## [1] "2014-03-24 00:00:00 XLY 300 @ 65.0199966430664"
## [1] "2014-03-24 00:00:00 XLY 300 @ 65.0199966430664"
## [1] "2014-04-01 00:00:00 XLY -300 @ 65.620002746582"
## [1] "2014-04-01 00:00:00 XLY -300 @ 65.620002746582"
## [1] "2014-04-07 00:00:00 XLY 300 @ 63.3899993896484"
## [1] "2014-04-07 00:00:00 XLY 300 @ 63.3899993896484"
## [1] "2014-04-17 00:00:00 XLY -300 @ 63.7700004577637"
## [1] "2014-04-17 00:00:00 XLY -300 @ 63.7700004577637"
## [1] "2014-04-28 00:00:00 XLY 300 @ 63.2799987792969"
## [1] "2014-04-28 00:00:00 XLY 300 @ 63.2799987792969"
## [1] "2014-05-01 00:00:00 XLY -300 @ 64.0899963378906"
## [1] "2014-05-01 00:00:00 XLY -300 @ 64.0899963378906"
## [1] "2014-05-07 00:00:00 XLY 300 @ 63.310001373291"
## [1] "2014-05-07 00:00:00 XLY 300 @ 63.310001373291"
## [1] "2014-05-12 00:00:00 XLY -300 @ 64.6399993896484"
## [1] "2014-05-12 00:00:00 XLY -300 @ 64.6399993896484"
## [1] "2014-05-15 00:00:00 XLY 300 @ 63.2799987792969"
## [1] "2014-05-15 00:00:00 XLY 300 @ 63.2799987792969"
## [1] "2014-05-20 00:00:00 XLY -300 @ 63.4599990844727"
## [1] "2014-05-20 00:00:00 XLY -300 @ 63.4599990844727"
## [1] "2014-05-21 00:00:00 XLY 300 @ 64.2300033569336"
## [1] "2014-05-21 00:00:00 XLY 300 @ 64.2300033569336"
## [1] "2014-05-22 00:00:00 XLY -300 @ 64.5699996948242"
## [1] "2014-05-22 00:00:00 XLY -300 @ 64.5699996948242"
## [1] "2014-06-12 00:00:00 XLY 300 @ 65.7600021362305"
## [1] "2014-06-12 00:00:00 XLY 300 @ 65.7600021362305"
## [1] "2014-06-18 00:00:00 XLY -300 @ 66.6999969482422"
## [1] "2014-06-18 00:00:00 XLY -300 @ 66.6999969482422"
## [1] "2014-06-23 00:00:00 XLY 300 @ 66.1600036621094"
## [1] "2014-06-23 00:00:00 XLY 300 @ 66.1600036621094"
## [1] "2014-06-26 00:00:00 XLY -300 @ 66.6100006103516"
## [1] "2014-06-26 00:00:00 XLY -300 @ 66.6100006103516"
## [1] "2014-07-09 00:00:00 XLY 300 @ 67.8000030517578"
## [1] "2014-07-09 00:00:00 XLY 300 @ 67.8000030517578"
## [1] "2014-07-25 00:00:00 XLY -300 @ 66.8199996948242"
## [1] "2014-07-25 00:00:00 XLY -300 @ 66.8199996948242"
## [1] "2014-07-28 00:00:00 XLY 300 @ 66.9499969482422"
## [1] "2014-07-28 00:00:00 XLY 300 @ 66.9499969482422"
## [1] "2014-08-11 00:00:00 XLY -300 @ 66.6600036621094"
## [1] "2014-08-11 00:00:00 XLY -300 @ 66.6600036621094"
## [1] "2014-09-04 00:00:00 XLY 300 @ 69.0299987792969"
## [1] "2014-09-04 00:00:00 XLY 300 @ 69.0299987792969"
## [1] "2014-09-05 00:00:00 XLY -300 @ 69.2600021362305"
## [1] "2014-09-05 00:00:00 XLY -300 @ 69.2600021362305"
## [1] "2014-09-10 00:00:00 XLY 300 @ 68.5199966430664"
## [1] "2014-09-10 00:00:00 XLY 300 @ 68.5199966430664"
## [1] "2014-09-19 00:00:00 XLY -300 @ 68.4899978637695"
## [1] "2014-09-19 00:00:00 XLY -300 @ 68.4899978637695"
## [1] "2014-09-23 00:00:00 XLY 300 @ 66.9499969482422"
## [1] "2014-09-23 00:00:00 XLY 300 @ 66.9499969482422"
## [1] "2014-10-06 00:00:00 XLY -300 @ 66.5899963378906"
## [1] "2014-10-06 00:00:00 XLY -300 @ 66.5899963378906"
## [1] "2014-10-08 00:00:00 XLY 300 @ 66.629997253418"
## [1] "2014-10-08 00:00:00 XLY 300 @ 66.629997253418"
## [1] "2014-10-20 00:00:00 XLY -300 @ 64.8300018310547"
## [1] "2014-10-20 00:00:00 XLY -300 @ 64.8300018310547"
## [1] "2014-11-05 00:00:00 XLY 300 @ 67.5500030517578"
## [1] "2014-11-05 00:00:00 XLY 300 @ 67.5500030517578"
## [1] "2014-11-07 00:00:00 XLY -300 @ 68.0100021362305"
## [1] "2014-11-07 00:00:00 XLY -300 @ 68.0100021362305"
## [1] "2014-12-09 00:00:00 XLY 300 @ 70.8199996948242"
## [1] "2014-12-09 00:00:00 XLY 300 @ 70.8199996948242"
## [1] "2014-12-19 00:00:00 XLY -300 @ 70.870002746582"
## [1] "2014-12-19 00:00:00 XLY -300 @ 70.870002746582"
## [1] "2015-01-05 00:00:00 XLY 300 @ 70.2600021362305"
## [1] "2015-01-05 00:00:00 XLY 300 @ 70.2600021362305"
## [1] "2015-01-09 00:00:00 XLY -300 @ 70.8899993896484"
## [1] "2015-01-09 00:00:00 XLY -300 @ 70.8899993896484"
## [1] "2015-01-15 00:00:00 XLY 300 @ 68.7600021362305"
## [1] "2015-01-15 00:00:00 XLY 300 @ 68.7600021362305"
## [1] "2015-01-23 00:00:00 XLY -300 @ 70.9300003051758"
## [1] "2015-01-23 00:00:00 XLY -300 @ 70.9300003051758"
## [1] "2015-01-29 00:00:00 XLY 300 @ 70.7600021362305"
## [1] "2015-01-29 00:00:00 XLY 300 @ 70.7600021362305"
## [1] "2015-02-04 00:00:00 XLY -300 @ 72.5999984741211"
## [1] "2015-02-04 00:00:00 XLY -300 @ 72.5999984741211"
## [1] "2015-03-09 00:00:00 XLY 300 @ 75.8399963378906"
## [1] "2015-03-09 00:00:00 XLY 300 @ 75.8399963378906"
## [1] "2015-03-13 00:00:00 XLY -300 @ 75.1600036621094"
## [1] "2015-03-13 00:00:00 XLY -300 @ 75.1600036621094"
## [1] "2015-03-25 00:00:00 XLY 300 @ 75"
## [1] "2015-03-25 00:00:00 XLY 300 @ 75"
## [1] "2015-03-31 00:00:00 XLY -300 @ 75.3499984741211"
## [1] "2015-03-31 00:00:00 XLY -300 @ 75.3499984741211"
## [1] "2015-04-02 00:00:00 XLY 300 @ 75.6900024414062"
## [1] "2015-04-02 00:00:00 XLY 300 @ 75.6900024414062"
## [1] "2015-04-06 00:00:00 XLY -300 @ 76.0500030517578"
## [1] "2015-04-06 00:00:00 XLY -300 @ 76.0500030517578"
## [1] "2015-04-20 00:00:00 XLY 300 @ 76.0599975585938"
## [1] "2015-04-20 00:00:00 XLY 300 @ 76.0599975585938"
## [1] "2015-04-24 00:00:00 XLY -300 @ 77.629997253418"
## [1] "2015-04-24 00:00:00 XLY -300 @ 77.629997253418"
## [1] "2015-04-30 00:00:00 XLY 300 @ 75.3099975585938"
## [1] "2015-04-30 00:00:00 XLY 300 @ 75.3099975585938"
## [1] "2015-05-11 00:00:00 XLY -300 @ 76.2600021362305"
## [1] "2015-05-11 00:00:00 XLY -300 @ 76.2600021362305"
## [1] "2015-05-14 00:00:00 XLY 300 @ 75.9800033569336"
## [1] "2015-05-14 00:00:00 XLY 300 @ 75.9800033569336"
## [1] "2015-05-18 00:00:00 XLY -300 @ 76.879997253418"
## [1] "2015-05-18 00:00:00 XLY -300 @ 76.879997253418"
## [1] "2015-05-27 00:00:00 XLY 300 @ 76.9599990844727"
## [1] "2015-05-27 00:00:00 XLY 300 @ 76.9599990844727"
## [1] "2015-06-04 00:00:00 XLY -300 @ 76.7399978637695"
## [1] "2015-06-04 00:00:00 XLY -300 @ 76.7399978637695"
## [1] "2015-06-08 00:00:00 XLY 300 @ 75.9800033569336"
## [1] "2015-06-08 00:00:00 XLY 300 @ 75.9800033569336"
## [1] "2015-06-11 00:00:00 XLY -300 @ 76.9400024414062"
## [1] "2015-06-11 00:00:00 XLY -300 @ 76.9400024414062"
## [1] "2015-06-16 00:00:00 XLY 300 @ 76.6900024414062"
## [1] "2015-06-16 00:00:00 XLY 300 @ 76.6900024414062"
## [1] "2015-06-18 00:00:00 XLY -300 @ 77.9700012207031"
## [1] "2015-06-18 00:00:00 XLY -300 @ 77.9700012207031"
## [1] "2015-06-30 00:00:00 XLY 300 @ 76.4800033569336"
## [1] "2015-06-30 00:00:00 XLY 300 @ 76.4800033569336"
## [1] "2015-07-02 00:00:00 XLY -300 @ 77.1999969482422"
## [1] "2015-07-02 00:00:00 XLY -300 @ 77.1999969482422"
## [1] "2015-07-09 00:00:00 XLY 300 @ 76.5599975585938"
## [1] "2015-07-09 00:00:00 XLY 300 @ 76.5599975585938"
## [1] "2015-07-13 00:00:00 XLY -300 @ 78.7900009155273"
## [1] "2015-07-13 00:00:00 XLY -300 @ 78.7900009155273"
## [1] "2015-07-22 00:00:00 XLY 300 @ 79.3199996948242"
## [1] "2015-07-22 00:00:00 XLY 300 @ 79.3199996948242"
## [1] "2015-07-23 00:00:00 XLY -300 @ 78.8499984741211"
## [1] "2015-07-23 00:00:00 XLY -300 @ 78.8499984741211"
## [1] "2015-07-24 00:00:00 XLY 300 @ 78.8499984741211"
## [1] "2015-07-24 00:00:00 XLY 300 @ 78.8499984741211"
## [1] "2015-07-30 00:00:00 XLY -300 @ 79.9700012207031"
## [1] "2015-07-30 00:00:00 XLY -300 @ 79.9700012207031"
## [1] "2015-08-06 00:00:00 XLY 300 @ 78.3399963378906"
## [1] "2015-08-06 00:00:00 XLY 300 @ 78.3399963378906"
## [1] "2015-08-18 00:00:00 XLY -300 @ 79.1800003051758"
## [1] "2015-08-18 00:00:00 XLY -300 @ 79.1800003051758"
## [1] "2015-08-21 00:00:00 XLY 300 @ 74.3600006103516"
## [1] "2015-08-21 00:00:00 XLY 300 @ 74.3600006103516"
## [1] "2015-08-28 00:00:00 XLY -300 @ 75.5599975585938"
## [1] "2015-08-28 00:00:00 XLY -300 @ 75.5599975585938"
## [1] "2015-09-02 00:00:00 XLY 300 @ 74.620002746582"
## [1] "2015-09-02 00:00:00 XLY 300 @ 74.620002746582"
## [1] "2015-09-09 00:00:00 XLY -300 @ 74.75"
## [1] "2015-09-09 00:00:00 XLY -300 @ 74.75"
## [1] "2015-09-21 00:00:00 XLY 300 @ 76.120002746582"
## [1] "2015-09-21 00:00:00 XLY 300 @ 76.120002746582"
## [1] "2015-10-01 00:00:00 XLY -300 @ 74.8099975585938"
## [1] "2015-10-01 00:00:00 XLY -300 @ 74.8099975585938"
## [1] "2015-10-15 00:00:00 XLY 300 @ 77.879997253418"
## [1] "2015-10-15 00:00:00 XLY 300 @ 77.879997253418"
## [1] "2015-10-19 00:00:00 XLY -300 @ 78.6600036621094"
## [1] "2015-10-19 00:00:00 XLY -300 @ 78.6600036621094"
## [1] "2015-11-10 00:00:00 XLY 300 @ 81.0599975585938"
## [1] "2015-11-10 00:00:00 XLY 300 @ 81.0599975585938"
## [1] "2015-11-19 00:00:00 XLY -300 @ 80.2699966430664"
## [1] "2015-11-19 00:00:00 XLY -300 @ 80.2699966430664"
## [1] "2015-12-01 00:00:00 XLY 300 @ 81.6100006103516"
## [1] "2015-12-01 00:00:00 XLY 300 @ 81.6100006103516"
## [1] "2015-12-17 00:00:00 XLY -300 @ 78.8899993896484"
## [1] "2015-12-17 00:00:00 XLY -300 @ 78.8899993896484"
## [1] "2015-12-21 00:00:00 XLY 300 @ 77.7200012207031"
## [1] "2015-12-21 00:00:00 XLY 300 @ 77.7200012207031"
## [1] "2015-12-24 00:00:00 XLY -300 @ 78.4800033569336"
## [1] "2015-12-24 00:00:00 XLY -300 @ 78.4800033569336"
## [1] "2016-01-04 00:00:00 XLY 300 @ 76.8199996948242"
## [1] "2016-01-04 00:00:00 XLY 300 @ 76.8199996948242"
## [1] "2016-01-13 00:00:00 XLY -300 @ 72.4800033569336"
## [1] "2016-01-13 00:00:00 XLY -300 @ 72.4800033569336"
## [1] "2016-01-14 00:00:00 XLY 300 @ 73"
## [1] "2016-01-14 00:00:00 XLY 300 @ 73"
## [1] "2016-01-25 00:00:00 XLY -300 @ 72.4700012207031"
## [1] "2016-01-25 00:00:00 XLY -300 @ 72.4700012207031"
## [1] "2016-02-03 00:00:00 XLY 300 @ 72.9199981689453"
## [1] "2016-02-03 00:00:00 XLY 300 @ 72.9199981689453"
## [1] "2016-02-16 00:00:00 XLY -300 @ 71.4800033569336"
## [1] "2016-02-16 00:00:00 XLY -300 @ 71.4800033569336"
## [1] "2016-03-09 00:00:00 XLY 300 @ 75.9400024414062"
## [1] "2016-03-09 00:00:00 XLY 300 @ 75.9400024414062"
## [1] "2016-03-14 00:00:00 XLY -300 @ 77.5899963378906"
## [1] "2016-03-14 00:00:00 XLY -300 @ 77.5899963378906"
## [1] "2016-03-24 00:00:00 XLY 300 @ 77.5500030517578"
## [1] "2016-03-24 00:00:00 XLY 300 @ 77.5500030517578"
## [1] "2016-03-29 00:00:00 XLY -300 @ 78.6900024414062"
## [1] "2016-03-29 00:00:00 XLY -300 @ 78.6900024414062"
## [1] "2016-04-06 00:00:00 XLY 300 @ 78.879997253418"
## [1] "2016-04-06 00:00:00 XLY 300 @ 78.879997253418"
## [1] "2016-04-14 00:00:00 XLY -300 @ 79.2699966430664"
## [1] "2016-04-14 00:00:00 XLY -300 @ 79.2699966430664"
## [1] "2016-04-25 00:00:00 XLY 300 @ 79.5500030517578"
## [1] "2016-04-25 00:00:00 XLY 300 @ 79.5500030517578"
## [1] "2016-04-27 00:00:00 XLY -300 @ 79.6600036621094"
## [1] "2016-04-27 00:00:00 XLY -300 @ 79.6600036621094"
## [1] "2016-04-29 00:00:00 XLY 300 @ 79.1999969482422"
## [1] "2016-04-29 00:00:00 XLY 300 @ 79.1999969482422"
## [1] "2016-05-03 00:00:00 XLY -300 @ 79.5699996948242"
## [1] "2016-05-03 00:00:00 XLY -300 @ 79.5699996948242"
## [1] "2016-05-05 00:00:00 XLY 300 @ 78.6999969482422"
## [1] "2016-05-05 00:00:00 XLY 300 @ 78.6999969482422"
## [1] "2016-05-10 00:00:00 XLY -300 @ 80.5199966430664"
## [1] "2016-05-10 00:00:00 XLY -300 @ 80.5199966430664"
## [1] "2016-05-12 00:00:00 XLY 300 @ 79.0500030517578"
## [1] "2016-05-12 00:00:00 XLY 300 @ 79.0500030517578"
## [1] "2016-05-25 00:00:00 XLY -300 @ 78.7900009155273"
## [1] "2016-05-25 00:00:00 XLY -300 @ 78.7900009155273"
## [1] "2016-06-13 00:00:00 XLY 300 @ 78.0599975585938"
## [1] "2016-06-13 00:00:00 XLY 300 @ 78.0599975585938"
## [1] "2016-06-21 00:00:00 XLY -300 @ 78.4499969482422"
## [1] "2016-06-21 00:00:00 XLY -300 @ 78.4499969482422"
## [1] "2016-06-27 00:00:00 XLY 300 @ 74.7699966430664"
## [1] "2016-06-27 00:00:00 XLY 300 @ 74.7699966430664"
## [1] "2016-06-30 00:00:00 XLY -300 @ 78.0599975585938"
## [1] "2016-06-30 00:00:00 XLY -300 @ 78.0599975585938"
## [1] "2016-07-28 00:00:00 XLY 300 @ 81.5299987792969"
## [1] "2016-07-28 00:00:00 XLY 300 @ 81.5299987792969"
## [1] "2016-08-01 00:00:00 XLY -300 @ 81.75"
## [1] "2016-08-01 00:00:00 XLY -300 @ 81.75"
## [1] "2016-08-03 00:00:00 XLY 300 @ 80.7600021362305"
## [1] "2016-08-03 00:00:00 XLY 300 @ 80.7600021362305"
## [1] "2016-08-08 00:00:00 XLY -300 @ 81.3000030517578"
## [1] "2016-08-08 00:00:00 XLY -300 @ 81.3000030517578"
## [1] "2016-08-17 00:00:00 XLY 300 @ 81.5"
## [1] "2016-08-17 00:00:00 XLY 300 @ 81.5"
## [1] "2016-08-24 00:00:00 XLY -300 @ 81.4400024414062"
## [1] "2016-08-24 00:00:00 XLY -300 @ 81.4400024414062"
## [1] "2016-08-26 00:00:00 XLY 300 @ 80.9400024414062"
## [1] "2016-08-26 00:00:00 XLY 300 @ 80.9400024414062"
## [1] "2016-09-07 00:00:00 XLY -300 @ 81.0699996948242"
## [1] "2016-09-07 00:00:00 XLY -300 @ 81.0699996948242"
## [1] "2016-09-09 00:00:00 XLY 300 @ 78.4300003051758"
## [1] "2016-09-09 00:00:00 XLY 300 @ 78.4300003051758"
## [1] "2016-09-22 00:00:00 XLY -300 @ 79.8499984741211"
## [1] "2016-09-22 00:00:00 XLY -300 @ 79.8499984741211"
## [1] "2016-09-27 00:00:00 XLY 300 @ 79.5899963378906"
## [1] "2016-09-27 00:00:00 XLY 300 @ 79.5899963378906"
## [1] "2016-09-29 00:00:00 XLY -300 @ 79.4000015258789"
## [1] "2016-09-29 00:00:00 XLY -300 @ 79.4000015258789"
## [1] "2016-10-10 00:00:00 XLY 300 @ 79.870002746582"
## [1] "2016-10-10 00:00:00 XLY 300 @ 79.870002746582"
## [1] "2016-10-20 00:00:00 XLY -300 @ 78.9599990844727"
## [1] "2016-10-20 00:00:00 XLY -300 @ 78.9599990844727"
## [1] "2016-10-27 00:00:00 XLY 300 @ 78.2200012207031"
## [1] "2016-10-27 00:00:00 XLY 300 @ 78.2200012207031"
## [1] "2016-11-08 00:00:00 XLY -300 @ 78.8199996948242"
## [1] "2016-11-08 00:00:00 XLY -300 @ 78.8199996948242"
## [1] "2016-12-01 00:00:00 XLY 300 @ 81.8899993896484"
## [1] "2016-12-01 00:00:00 XLY 300 @ 81.8899993896484"
## [1] "2016-12-06 00:00:00 XLY -300 @ 82.5199966430664"
## [1] "2016-12-06 00:00:00 XLY -300 @ 82.5199966430664"
## [1] "2016-12-16 00:00:00 XLY 300 @ 82.6900024414062"
## [1] "2016-12-16 00:00:00 XLY 300 @ 82.6900024414062"
## [1] "2016-12-21 00:00:00 XLY -300 @ 83.5299987792969"
## [1] "2016-12-21 00:00:00 XLY -300 @ 83.5299987792969"
## [1] "2016-12-23 00:00:00 XLY 300 @ 82.4499969482422"
## [1] "2016-12-23 00:00:00 XLY 300 @ 82.4499969482422"
## [1] "2017-01-05 00:00:00 XLY -300 @ 82.9100036621094"
## [1] "2017-01-05 00:00:00 XLY -300 @ 82.9100036621094"
## [1] "2017-01-20 00:00:00 XLY 300 @ 83.9300003051758"
## [1] "2017-01-20 00:00:00 XLY 300 @ 83.9300003051758"
## [1] "2017-01-24 00:00:00 XLY -300 @ 84.6800003051758"
## [1] "2017-01-24 00:00:00 XLY -300 @ 84.6800003051758"
## [1] "2017-02-01 00:00:00 XLY 300 @ 84.6699981689453"
## [1] "2017-02-01 00:00:00 XLY 300 @ 84.6699981689453"
## [1] "2017-02-09 00:00:00 XLY -300 @ 85.2099990844727"
## [1] "2017-02-09 00:00:00 XLY -300 @ 85.2099990844727"
## [1] "2017-02-24 00:00:00 XLY 300 @ 86.9199981689453"
## [1] "2017-02-24 00:00:00 XLY 300 @ 86.9199981689453"
## [1] "2017-03-02 00:00:00 XLY -300 @ 87.129997253418"
## [1] "2017-03-02 00:00:00 XLY -300 @ 87.129997253418"
## [1] "2017-03-07 00:00:00 XLY 300 @ 86.4400024414062"
## [1] "2017-03-07 00:00:00 XLY 300 @ 86.4400024414062"
## [1] "2017-03-14 00:00:00 XLY -300 @ 87.0599975585938"
## [1] "2017-03-14 00:00:00 XLY -300 @ 87.0599975585938"
## [1] "2017-03-21 00:00:00 XLY 300 @ 86.0500030517578"
## [1] "2017-03-21 00:00:00 XLY 300 @ 86.0500030517578"
## [1] "2017-03-29 00:00:00 XLY -300 @ 87.7099990844727"
## [1] "2017-03-29 00:00:00 XLY -300 @ 87.7099990844727"
## [1] "2017-04-05 00:00:00 XLY 300 @ 87.25"
## [1] "2017-04-05 00:00:00 XLY 300 @ 87.25"
## [1] "2017-04-20 00:00:00 XLY -300 @ 88.4499969482422"
## [1] "2017-04-20 00:00:00 XLY -300 @ 88.4499969482422"
## [1] "2017-05-04 00:00:00 XLY 300 @ 89.6100006103516"
## [1] "2017-05-04 00:00:00 XLY 300 @ 89.6100006103516"
## [1] "2017-05-08 00:00:00 XLY -300 @ 90.3399963378906"
## [1] "2017-05-08 00:00:00 XLY -300 @ 90.3399963378906"
## [1] "2017-05-12 00:00:00 XLY 300 @ 89.879997253418"
## [1] "2017-05-12 00:00:00 XLY 300 @ 89.879997253418"
## [1] "2017-05-23 00:00:00 XLY -300 @ 89.3600006103516"
## [1] "2017-05-23 00:00:00 XLY -300 @ 89.3600006103516"
## [1] "2017-06-07 00:00:00 XLY 300 @ 91.3600006103516"
## [1] "2017-06-07 00:00:00 XLY 300 @ 91.3600006103516"
## [1] "2017-06-14 00:00:00 XLY -300 @ 90.8300018310547"
## [1] "2017-06-14 00:00:00 XLY -300 @ 90.8300018310547"
## [1] "2017-06-16 00:00:00 XLY 300 @ 90.1500015258789"
## [1] "2017-06-16 00:00:00 XLY 300 @ 90.1500015258789"
## [1] "2017-06-20 00:00:00 XLY -300 @ 89.6999969482422"
## [1] "2017-06-20 00:00:00 XLY -300 @ 89.6999969482422"
## [1] "2017-06-21 00:00:00 XLY 300 @ 89.8399963378906"
## [1] "2017-06-21 00:00:00 XLY 300 @ 89.8399963378906"
## [1] "2017-06-29 00:00:00 XLY -300 @ 89.1600036621094"
## [1] "2017-06-29 00:00:00 XLY -300 @ 89.1600036621094"
## [1] "2017-07-07 00:00:00 XLY 300 @ 89.1999969482422"
## [1] "2017-07-07 00:00:00 XLY 300 @ 89.1999969482422"
## [1] "2017-07-13 00:00:00 XLY -300 @ 89.9000015258789"
## [1] "2017-07-13 00:00:00 XLY -300 @ 89.9000015258789"
## [1] "2017-07-25 00:00:00 XLY 300 @ 91.4599990844727"
## [1] "2017-07-25 00:00:00 XLY 300 @ 91.4599990844727"
## [1] "2017-07-26 00:00:00 XLY -300 @ 91.4199981689453"
## [1] "2017-07-26 00:00:00 XLY -300 @ 91.4199981689453"
## [1] "2017-08-03 00:00:00 XLY 300 @ 91.0199966430664"
## [1] "2017-08-03 00:00:00 XLY 300 @ 91.0199966430664"
## [1] "2017-08-09 00:00:00 XLY -300 @ 90.7600021362305"
## [1] "2017-08-09 00:00:00 XLY -300 @ 90.7600021362305"
## [1] "2017-08-10 00:00:00 XLY 300 @ 89.4000015258789"
## [1] "2017-08-10 00:00:00 XLY 300 @ 89.4000015258789"
## [1] "2017-08-23 00:00:00 XLY -300 @ 88.5999984741211"
## [1] "2017-08-23 00:00:00 XLY -300 @ 88.5999984741211"
## [1] "2017-08-25 00:00:00 XLY 300 @ 88.629997253418"
## [1] "2017-08-25 00:00:00 XLY 300 @ 88.629997253418"
## [1] "2017-08-31 00:00:00 XLY -300 @ 89.6600036621094"
## [1] "2017-08-31 00:00:00 XLY -300 @ 89.6600036621094"
## [1] "2017-09-11 00:00:00 XLY 300 @ 89.6399993896484"
## [1] "2017-09-11 00:00:00 XLY 300 @ 89.6399993896484"
## [1] "2017-09-13 00:00:00 XLY -300 @ 90.6900024414062"
## [1] "2017-09-13 00:00:00 XLY -300 @ 90.6900024414062"
## [1] "2017-09-18 00:00:00 XLY 300 @ 89.3199996948242"
## [1] "2017-09-18 00:00:00 XLY 300 @ 89.3199996948242"
## [1] "2017-09-28 00:00:00 XLY -300 @ 89.7399978637695"
## [1] "2017-09-28 00:00:00 XLY -300 @ 89.7399978637695"
## [1] "2017-10-13 00:00:00 XLY 300 @ 91.2200012207031"
## [1] "2017-10-13 00:00:00 XLY 300 @ 91.2200012207031"
## [1] "2017-10-18 00:00:00 XLY -300 @ 91.1399993896484"
## [1] "2017-10-18 00:00:00 XLY -300 @ 91.1399993896484"
## [1] "2017-10-19 00:00:00 XLY 300 @ 91.1399993896484"
## [1] "2017-10-19 00:00:00 XLY 300 @ 91.1399993896484"
## [1] "2017-10-23 00:00:00 XLY -300 @ 90.7399978637695"
## [1] "2017-10-23 00:00:00 XLY -300 @ 90.7399978637695"
## [1] "2017-10-24 00:00:00 XLY 300 @ 90.9599990844727"
## [1] "2017-10-24 00:00:00 XLY 300 @ 90.9599990844727"
## [1] "2017-10-30 00:00:00 XLY -300 @ 91.9800033569336"
## [1] "2017-10-30 00:00:00 XLY -300 @ 91.9800033569336"
## [1] "2017-11-03 00:00:00 XLY 300 @ 91.6999969482422"
## [1] "2017-11-03 00:00:00 XLY 300 @ 91.6999969482422"
## [1] "2017-11-07 00:00:00 XLY -300 @ 91.8199996948242"
## [1] "2017-11-07 00:00:00 XLY -300 @ 91.8199996948242"
## [1] "2017-11-16 00:00:00 XLY 300 @ 93.129997253418"
## [1] "2017-11-16 00:00:00 XLY 300 @ 93.129997253418"
## [1] "2017-11-17 00:00:00 XLY -300 @ 93.5400009155273"
## [1] "2017-11-17 00:00:00 XLY -300 @ 93.5400009155273"
## [1] "2017-12-07 00:00:00 XLY 300 @ 96.7900009155273"
## [1] "2017-12-07 00:00:00 XLY 300 @ 96.7900009155273"
## [1] "2017-12-11 00:00:00 XLY -300 @ 97.4599990844727"
## [1] "2017-12-11 00:00:00 XLY -300 @ 97.4599990844727"
## [1] "2018-01-02 00:00:00 XLY 300 @ 100.190002441406"
## [1] "2018-01-02 00:00:00 XLY 300 @ 100.190002441406"
## [1] "2018-01-03 00:00:00 XLY -300 @ 100.650001525879"
## [1] "2018-01-03 00:00:00 XLY -300 @ 100.650001525879"
## [1] "2018-02-01 00:00:00 XLY 300 @ 106.610000610352"
## [1] "2018-02-01 00:00:00 XLY 300 @ 106.610000610352"
## [1] "2018-02-14 00:00:00 XLY -300 @ 104.370002746582"
## [1] "2018-02-14 00:00:00 XLY -300 @ 104.370002746582"
## [1] "2018-02-28 00:00:00 XLY 300 @ 104.069999694824"
## [1] "2018-02-28 00:00:00 XLY 300 @ 104.069999694824"
## [1] "2018-03-06 00:00:00 XLY -300 @ 105"
## [1] "2018-03-06 00:00:00 XLY -300 @ 105"
## [1] "2018-03-19 00:00:00 XLY 300 @ 103.870002746582"
## [1] "2018-03-19 00:00:00 XLY 300 @ 103.870002746582"
## [1] "2018-04-05 00:00:00 XLY -300 @ 102.870002746582"
## [1] "2018-04-05 00:00:00 XLY -300 @ 102.870002746582"
## [1] "2018-04-23 00:00:00 XLY 300 @ 103.199996948242"
## [1] "2018-04-23 00:00:00 XLY 300 @ 103.199996948242"
## [1] "2018-04-27 00:00:00 XLY -300 @ 104.110000610352"
## [1] "2018-04-27 00:00:00 XLY -300 @ 104.110000610352"
## [1] "2018-05-03 00:00:00 XLY 300 @ 102.669998168945"
## [1] "2018-05-03 00:00:00 XLY 300 @ 102.669998168945"
## [1] "2018-05-07 00:00:00 XLY -300 @ 104.370002746582"
## [1] "2018-05-07 00:00:00 XLY -300 @ 104.370002746582"
## [1] "2018-05-16 00:00:00 XLY 300 @ 105.349998474121"
## [1] "2018-05-16 00:00:00 XLY 300 @ 105.349998474121"
## [1] "2018-05-17 00:00:00 XLY -300 @ 105"
## [1] "2018-05-17 00:00:00 XLY -300 @ 105"
## [1] "2018-05-30 00:00:00 XLY 300 @ 106.269996643066"
## [1] "2018-05-30 00:00:00 XLY 300 @ 106.269996643066"
## [1] "2018-05-31 00:00:00 XLY -300 @ 105.76000213623"
## [1] "2018-05-31 00:00:00 XLY -300 @ 105.76000213623"
## [1] "2018-06-22 00:00:00 XLY 300 @ 111.319999694824"
## [1] "2018-06-22 00:00:00 XLY 300 @ 111.319999694824"
## [1] "2018-07-09 00:00:00 XLY -300 @ 111.620002746582"
## [1] "2018-07-09 00:00:00 XLY -300 @ 111.620002746582"
## [1] "2018-07-20 00:00:00 XLY 300 @ 112.150001525879"
## [1] "2018-07-20 00:00:00 XLY 300 @ 112.150001525879"
## [1] "2018-07-26 00:00:00 XLY -300 @ 111.930000305176"
## [1] "2018-07-26 00:00:00 XLY -300 @ 111.930000305176"
## [1] "2018-07-30 00:00:00 XLY 300 @ 110.75"
## [1] "2018-07-30 00:00:00 XLY 300 @ 110.75"
## [1] "2018-08-06 00:00:00 XLY -300 @ 112.610000610352"
## [1] "2018-08-06 00:00:00 XLY -300 @ 112.610000610352"
## [1] "2018-08-13 00:00:00 XLY 300 @ 112.150001525879"
## [1] "2018-08-13 00:00:00 XLY 300 @ 112.150001525879"
## [1] "2018-08-21 00:00:00 XLY -300 @ 114.209999084473"
## [1] "2018-08-21 00:00:00 XLY -300 @ 114.209999084473"
## [1] "2018-09-06 00:00:00 XLY 300 @ 115.589996337891"
## [1] "2018-09-06 00:00:00 XLY 300 @ 115.589996337891"
## [1] "2018-09-12 00:00:00 XLY -300 @ 117.160003662109"
## [1] "2018-09-12 00:00:00 XLY -300 @ 117.160003662109"
## [1] "2018-09-18 00:00:00 XLY 300 @ 116.940002441406"
## [1] "2018-09-18 00:00:00 XLY 300 @ 116.940002441406"
## [1] "2018-09-21 00:00:00 XLY -300 @ 116.919998168945"
## [1] "2018-09-21 00:00:00 XLY -300 @ 116.919998168945"
## [1] "2018-09-25 00:00:00 XLY 300 @ 116.650001525879"
## [1] "2018-09-25 00:00:00 XLY 300 @ 116.650001525879"
## [1] "2018-09-28 00:00:00 XLY -300 @ 117.220001220703"
## [1] "2018-09-28 00:00:00 XLY -300 @ 117.220001220703"
## [1] "2018-10-02 00:00:00 XLY 300 @ 115.279998779297"
## [1] "2018-10-02 00:00:00 XLY 300 @ 115.279998779297"
## [1] "2018-10-17 00:00:00 XLY -300 @ 109.48999786377"
## [1] "2018-10-17 00:00:00 XLY -300 @ 109.48999786377"
## [1] "2018-10-19 00:00:00 XLY 300 @ 106.339996337891"
## [1] "2018-10-19 00:00:00 XLY 300 @ 106.339996337891"
## [1] "2018-11-01 00:00:00 XLY -300 @ 107.529998779297"
## [1] "2018-11-01 00:00:00 XLY -300 @ 107.529998779297"
## [1] "2018-11-13 00:00:00 XLY 300 @ 107.76000213623"
## [1] "2018-11-13 00:00:00 XLY 300 @ 107.76000213623"
## [1] "2018-11-27 00:00:00 XLY -300 @ 104.620002746582"
## [1] "2018-11-27 00:00:00 XLY -300 @ 104.620002746582"
## [1] "2018-12-06 00:00:00 XLY 300 @ 106.559997558594"
## [1] "2018-12-06 00:00:00 XLY 300 @ 106.559997558594"
## [1] "2018-12-27 00:00:00 XLY -300 @ 97.9499969482422"
## [1] "2018-12-27 00:00:00 XLY -300 @ 97.9499969482422"
## [1] "2019-01-04 00:00:00 XLY 300 @ 100.830001831055"
## [1] "2019-01-04 00:00:00 XLY 300 @ 100.830001831055"
## [1] "2019-01-07 00:00:00 XLY -300 @ 103.110000610352"
## [1] "2019-01-07 00:00:00 XLY -300 @ 103.110000610352"
## [1] "2019-01-30 00:00:00 XLY 300 @ 107.800003051758"
## [1] "2019-01-30 00:00:00 XLY 300 @ 107.800003051758"
## [1] "2019-01-31 00:00:00 XLY -300 @ 108.779998779297"
## [1] "2019-01-31 00:00:00 XLY -300 @ 108.779998779297"
## [1] "2019-02-08 00:00:00 XLY 300 @ 107.129997253418"
## [1] "2019-02-08 00:00:00 XLY 300 @ 107.129997253418"
## [1] "2019-02-13 00:00:00 XLY -300 @ 109.709999084473"
## [1] "2019-02-13 00:00:00 XLY -300 @ 109.709999084473"
## [1] "2019-03-01 00:00:00 XLY 300 @ 111.099998474121"
## [1] "2019-03-01 00:00:00 XLY 300 @ 111.099998474121"
## [1] "2019-03-04 00:00:00 XLY -300 @ 110.75"
## [1] "2019-03-04 00:00:00 XLY -300 @ 110.75"
## [1] "2019-03-07 00:00:00 XLY 300 @ 109.169998168945"
## [1] "2019-03-07 00:00:00 XLY 300 @ 109.169998168945"
## [1] "2019-03-13 00:00:00 XLY -300 @ 110.599998474121"
## [1] "2019-03-13 00:00:00 XLY -300 @ 110.599998474121"
## [1] "2019-03-25 00:00:00 XLY 300 @ 112.330001831055"
## [1] "2019-03-25 00:00:00 XLY 300 @ 112.330001831055"
## [1] "2019-03-29 00:00:00 XLY -300 @ 113.849998474121"
## [1] "2019-03-29 00:00:00 XLY -300 @ 113.849998474121"
## [1] "2019-04-23 00:00:00 XLY 300 @ 120.23999786377"
## [1] "2019-04-23 00:00:00 XLY 300 @ 120.23999786377"
## [1] "2019-04-24 00:00:00 XLY -300 @ 120.349998474121"
## [1] "2019-04-24 00:00:00 XLY -300 @ 120.349998474121"
## [1] "2019-05-02 00:00:00 XLY 300 @ 118.699996948242"
## [1] "2019-05-02 00:00:00 XLY 300 @ 118.699996948242"
## [1] "2019-05-06 00:00:00 XLY -300 @ 119.370002746582"
## [1] "2019-05-06 00:00:00 XLY -300 @ 119.370002746582"
## [1] "2019-05-08 00:00:00 XLY 300 @ 117.599998474121"
## [1] "2019-05-08 00:00:00 XLY 300 @ 117.599998474121"
## [1] "2019-05-17 00:00:00 XLY -300 @ 115.910003662109"
## [1] "2019-05-17 00:00:00 XLY -300 @ 115.910003662109"
## [1] "2019-05-21 00:00:00 XLY 300 @ 115.889999389648"
## [1] "2019-05-21 00:00:00 XLY 300 @ 115.889999389648"
## [1] "2019-06-05 00:00:00 XLY -300 @ 113.550003051758"
## [1] "2019-06-05 00:00:00 XLY -300 @ 113.550003051758"
## [1] "2019-06-25 00:00:00 XLY 300 @ 117.73999786377"
## [1] "2019-06-25 00:00:00 XLY 300 @ 117.73999786377"
## [1] "2019-07-01 00:00:00 XLY -300 @ 120.25"
## [1] "2019-07-01 00:00:00 XLY -300 @ 120.25"
## [1] "2019-07-18 00:00:00 XLY 300 @ 122.970001220703"
## [1] "2019-07-18 00:00:00 XLY 300 @ 122.970001220703"
## [1] "2019-07-24 00:00:00 XLY -300 @ 123.680000305176"
## [1] "2019-07-24 00:00:00 XLY -300 @ 123.680000305176"
## [1] "2019-07-31 00:00:00 XLY 300 @ 120.720001220703"
## [1] "2019-07-31 00:00:00 XLY 300 @ 120.720001220703"
## [1] "2019-08-09 00:00:00 XLY -300 @ 118.290000915527"
## [1] "2019-08-09 00:00:00 XLY -300 @ 118.290000915527"
## [1] "2019-08-13 00:00:00 XLY 300 @ 118.48999786377"
## [1] "2019-08-13 00:00:00 XLY 300 @ 118.48999786377"
## [1] "2019-08-20 00:00:00 XLY -300 @ 117.379997253418"
## [1] "2019-08-20 00:00:00 XLY -300 @ 117.379997253418"
## [1] "2019-08-26 00:00:00 XLY 300 @ 117.639999389648"
## [1] "2019-08-26 00:00:00 XLY 300 @ 117.639999389648"
## [1] "2019-08-29 00:00:00 XLY -300 @ 120.300003051758"
## [1] "2019-08-29 00:00:00 XLY -300 @ 120.300003051758"
## [1] "2019-09-17 00:00:00 XLY 300 @ 122.580001831055"
## [1] "2019-09-17 00:00:00 XLY 300 @ 122.580001831055"
## [1] "2019-10-01 00:00:00 XLY -300 @ 119.690002441406"
## [1] "2019-10-01 00:00:00 XLY -300 @ 119.690002441406"
## [1] "2019-10-03 00:00:00 XLY 300 @ 118.110000610352"
## [1] "2019-10-03 00:00:00 XLY 300 @ 118.110000610352"
## [1] "2019-10-11 00:00:00 XLY -300 @ 120.589996337891"
## [1] "2019-10-11 00:00:00 XLY -300 @ 120.589996337891"
## [1] "2019-10-23 00:00:00 XLY 300 @ 121.26000213623"
## [1] "2019-10-23 00:00:00 XLY 300 @ 121.26000213623"
## [1] "2019-11-04 00:00:00 XLY -300 @ 121.709999084473"
## [1] "2019-11-04 00:00:00 XLY -300 @ 121.709999084473"
## [1] "2019-11-08 00:00:00 XLY 300 @ 121.339996337891"
## [1] "2019-11-08 00:00:00 XLY 300 @ 121.339996337891"
## [1] "2019-11-18 00:00:00 XLY -300 @ 121.790000915527"
## [1] "2019-11-18 00:00:00 XLY -300 @ 121.790000915527"
## [1] "2019-11-20 00:00:00 XLY 300 @ 120.169998168945"
## [1] "2019-11-20 00:00:00 XLY 300 @ 120.169998168945"
## [1] "2019-11-26 00:00:00 XLY -300 @ 122.199996948242"
## [1] "2019-11-26 00:00:00 XLY -300 @ 122.199996948242"
## [1] "2019-12-03 00:00:00 XLY 300 @ 120.220001220703"
## [1] "2019-12-03 00:00:00 XLY 300 @ 120.220001220703"
## [1] "2019-12-09 00:00:00 XLY -300 @ 121.889999389648"
## [1] "2019-12-09 00:00:00 XLY -300 @ 121.889999389648"
## [1] "2020-01-16 00:00:00 XLY 300 @ 127.540000915527"
## [1] "2020-01-16 00:00:00 XLY 300 @ 127.540000915527"
## [1] "2020-01-17 00:00:00 XLY -300 @ 127.98999786377"
## [1] "2020-01-17 00:00:00 XLY -300 @ 127.98999786377"
## [1] "2020-01-27 00:00:00 XLY 300 @ 124.069999694824"
## [1] "2020-01-27 00:00:00 XLY 300 @ 124.069999694824"
## [1] "2020-02-04 00:00:00 XLY -300 @ 128.509994506836"
## [1] "2020-02-04 00:00:00 XLY -300 @ 128.509994506836"
## [1] "2020-02-24 00:00:00 XLY 300 @ 125.819999694824"
## [1] "2020-02-24 00:00:00 XLY 300 @ 125.819999694824"
## [1] "2020-03-05 00:00:00 XLY -300 @ 116.440002441406"
## [1] "2020-03-05 00:00:00 XLY -300 @ 116.440002441406"
## [1] "2020-03-09 00:00:00 XLY 300 @ 107.430000305176"
## [1] "2020-03-09 00:00:00 XLY 300 @ 107.430000305176"
## [1] "2020-03-25 00:00:00 XLY -300 @ 97.4199981689453"
## [1] "2020-03-25 00:00:00 XLY -300 @ 97.4199981689453"
## [1] "2020-04-02 00:00:00 XLY 300 @ 94.0500030517578"
## [1] "2020-04-02 00:00:00 XLY 300 @ 94.0500030517578"
## [1] "2020-04-07 00:00:00 XLY -300 @ 101.589996337891"
## [1] "2020-04-07 00:00:00 XLY -300 @ 101.589996337891"
## [1] "2020-04-22 00:00:00 XLY 300 @ 110.410003662109"
## [1] "2020-04-22 00:00:00 XLY 300 @ 110.410003662109"
## [1] "2020-04-27 00:00:00 XLY -300 @ 114.349998474121"
## [1] "2020-04-27 00:00:00 XLY -300 @ 114.349998474121"
## [1] "2020-05-04 00:00:00 XLY 300 @ 112.849998474121"
## [1] "2020-05-04 00:00:00 XLY 300 @ 112.849998474121"
## [1] "2020-05-08 00:00:00 XLY -300 @ 117.26000213623"
## [1] "2020-05-08 00:00:00 XLY -300 @ 117.26000213623"
## [1] "2020-05-13 00:00:00 XLY 300 @ 112.470001220703"
## [1] "2020-05-13 00:00:00 XLY 300 @ 112.470001220703"
## [1] "2020-05-18 00:00:00 XLY -300 @ 119.849998474121"
## [1] "2020-05-18 00:00:00 XLY -300 @ 119.849998474121"
## [1] "2020-06-12 00:00:00 XLY 300 @ 125.339996337891"
## [1] "2020-06-12 00:00:00 XLY 300 @ 125.339996337891"
## [1] "2020-06-17 00:00:00 XLY -300 @ 128.850006103516"
## [1] "2020-06-17 00:00:00 XLY -300 @ 128.850006103516"
## [1] "2020-06-22 00:00:00 XLY 300 @ 128.389999389648"
## [1] "2020-06-22 00:00:00 XLY 300 @ 128.389999389648"
## [1] "2020-06-24 00:00:00 XLY -300 @ 126.550003051758"
## [1] "2020-06-24 00:00:00 XLY -300 @ 126.550003051758"
## [1] "2020-06-25 00:00:00 XLY 300 @ 126.720001220703"
## [1] "2020-06-25 00:00:00 XLY 300 @ 126.720001220703"
## [1] "2020-07-01 00:00:00 XLY -300 @ 129"
## [1] "2020-07-01 00:00:00 XLY -300 @ 129"
## [1] "2020-07-29 00:00:00 XLY 300 @ 136.399993896484"
## [1] "2020-07-29 00:00:00 XLY 300 @ 136.399993896484"
## [1] "2020-08-03 00:00:00 XLY -300 @ 136.710006713867"
## [1] "2020-08-03 00:00:00 XLY -300 @ 136.710006713867"
## [1] "2020-09-04 00:00:00 XLY 300 @ 147.160003662109"
## [1] "2020-09-04 00:00:00 XLY 300 @ 147.160003662109"
## [1] "2020-09-15 00:00:00 XLY -300 @ 148.830001831055"
## [1] "2020-09-15 00:00:00 XLY -300 @ 148.830001831055"
## [1] "2020-09-18 00:00:00 XLY 300 @ 143.889999389648"
## [1] "2020-09-18 00:00:00 XLY 300 @ 143.889999389648"
## [1] "2020-09-28 00:00:00 XLY -300 @ 146.929992675781"
## [1] "2020-09-28 00:00:00 XLY -300 @ 146.929992675781"
## [1] "2020-10-19 00:00:00 XLY 300 @ 150.970001220703"
## [1] "2020-10-19 00:00:00 XLY 300 @ 150.970001220703"
## [1] "2020-10-26 00:00:00 XLY -300 @ 150.050003051758"
## [1] "2020-10-26 00:00:00 XLY -300 @ 150.050003051758"
## [1] "2020-10-27 00:00:00 XLY 300 @ 149.979995727539"
## [1] "2020-10-27 00:00:00 XLY 300 @ 149.979995727539"
## [1] "2020-11-04 00:00:00 XLY -300 @ 150.289993286133"
## [1] "2020-11-04 00:00:00 XLY -300 @ 150.289993286133"
## [1] "2020-11-13 00:00:00 XLY 300 @ 153.449996948242"
## [1] "2020-11-13 00:00:00 XLY 300 @ 153.449996948242"
## [1] "2020-11-16 00:00:00 XLY -300 @ 155.460006713867"
## [1] "2020-11-16 00:00:00 XLY -300 @ 155.460006713867"
## [1] "2020-12-09 00:00:00 XLY 300 @ 157.190002441406"
## [1] "2020-12-09 00:00:00 XLY 300 @ 157.190002441406"
## [1] "2020-12-16 00:00:00 XLY -300 @ 159.679992675781"
## [1] "2020-12-16 00:00:00 XLY -300 @ 159.679992675781"
## [1] "2020-12-22 00:00:00 XLY 300 @ 157.210006713867"
## [1] "2020-12-22 00:00:00 XLY 300 @ 157.210006713867"
## [1] "2020-12-29 00:00:00 XLY -300 @ 159.729995727539"
## [1] "2020-12-29 00:00:00 XLY -300 @ 159.729995727539"
## [1] "2021-01-05 00:00:00 XLY 300 @ 160.610000610352"
## [1] "2021-01-05 00:00:00 XLY 300 @ 160.610000610352"
## [1] "2021-01-07 00:00:00 XLY -300 @ 165.380004882812"
## [1] "2021-01-07 00:00:00 XLY -300 @ 165.380004882812"
## [1] "2021-01-19 00:00:00 XLY 300 @ 166.740005493164"
## [1] "2021-01-19 00:00:00 XLY 300 @ 166.740005493164"
## [1] "2021-01-21 00:00:00 XLY -300 @ 170.679992675781"
## [1] "2021-01-21 00:00:00 XLY -300 @ 170.679992675781"
## [1] "2021-01-28 00:00:00 XLY 300 @ 165.880004882812"
## [1] "2021-01-28 00:00:00 XLY 300 @ 165.880004882812"
## [1] "2021-02-03 00:00:00 XLY -300 @ 168.800003051758"
## [1] "2021-02-03 00:00:00 XLY -300 @ 168.800003051758"
## [1] "2021-02-11 00:00:00 XLY 300 @ 170.080001831055"
## [1] "2021-02-11 00:00:00 XLY 300 @ 170.080001831055"
## [1] "2021-03-02 00:00:00 XLY -300 @ 163.029998779297"
## [1] "2021-03-02 00:00:00 XLY -300 @ 163.029998779297"
## [1] "2021-03-04 00:00:00 XLY 300 @ 155.830001831055"
## [1] "2021-03-04 00:00:00 XLY 300 @ 155.830001831055"
## [1] "2021-03-10 00:00:00 XLY -300 @ 163.770004272461"
## [1] "2021-03-10 00:00:00 XLY -300 @ 163.770004272461"
## [1] "2021-03-19 00:00:00 XLY 300 @ 166.449996948242"
## [1] "2021-03-19 00:00:00 XLY 300 @ 166.449996948242"
## [1] "2021-03-29 00:00:00 XLY -300 @ 165.149993896484"
## [1] "2021-03-29 00:00:00 XLY -300 @ 165.149993896484"
## [1] "2021-04-21 00:00:00 XLY 300 @ 177.949996948242"
## [1] "2021-04-21 00:00:00 XLY 300 @ 177.949996948242"
## [1] "2021-04-27 00:00:00 XLY -300 @ 178.389999389648"
## [1] "2021-04-27 00:00:00 XLY -300 @ 178.389999389648"
## [1] "2021-05-05 00:00:00 XLY 300 @ 175.660003662109"
## [1] "2021-05-05 00:00:00 XLY 300 @ 175.660003662109"
## [1] "2021-05-10 00:00:00 XLY -300 @ 174.460006713867"
## [1] "2021-05-10 00:00:00 XLY -300 @ 174.460006713867"
## [1] "2021-05-11 00:00:00 XLY 300 @ 172.490005493164"
## [1] "2021-05-11 00:00:00 XLY 300 @ 172.490005493164"
## [1] "2021-05-25 00:00:00 XLY -300 @ 170.759994506836"
## [1] "2021-05-25 00:00:00 XLY -300 @ 170.759994506836"
## [1] "2021-06-03 00:00:00 XLY 300 @ 169.669998168945"
## [1] "2021-06-03 00:00:00 XLY 300 @ 169.669998168945"
## [1] "2021-06-09 00:00:00 XLY -300 @ 171.460006713867"
## [1] "2021-06-09 00:00:00 XLY -300 @ 171.460006713867"
## [1] "2021-06-16 00:00:00 XLY 300 @ 172.419998168945"
## [1] "2021-06-16 00:00:00 XLY 300 @ 172.419998168945"
## [1] "2021-06-18 00:00:00 XLY -300 @ 172.160003662109"
## [1] "2021-06-18 00:00:00 XLY -300 @ 172.160003662109"
## [1] "2021-06-21 00:00:00 XLY 300 @ 173.229995727539"
## [1] "2021-06-21 00:00:00 XLY 300 @ 173.229995727539"
## [1] "2021-06-22 00:00:00 XLY -300 @ 174.860000610352"
## [1] "2021-06-22 00:00:00 XLY -300 @ 174.860000610352"
## [1] "2021-07-15 00:00:00 XLY 300 @ 180.229995727539"
## [1] "2021-07-15 00:00:00 XLY 300 @ 180.229995727539"
## [1] "2021-07-22 00:00:00 XLY -300 @ 181.649993896484"
## [1] "2021-07-22 00:00:00 XLY -300 @ 181.649993896484"
## [1] "2021-08-02 00:00:00 XLY 300 @ 180.949996948242"
## [1] "2021-08-02 00:00:00 XLY 300 @ 180.949996948242"
## [1] "2021-08-12 00:00:00 XLY -300 @ 182.080001831055"
## [1] "2021-08-12 00:00:00 XLY -300 @ 182.080001831055"
## [1] "2021-08-17 00:00:00 XLY 300 @ 176.429992675781"
## [1] "2021-08-17 00:00:00 XLY 300 @ 176.429992675781"
## [1] "2021-08-24 00:00:00 XLY -300 @ 181.179992675781"
## [1] "2021-08-24 00:00:00 XLY -300 @ 181.179992675781"
## [1] "2021-09-13 00:00:00 XLY 300 @ 183.350006103516"
## [1] "2021-09-13 00:00:00 XLY 300 @ 183.350006103516"
## [1] "2021-09-16 00:00:00 XLY -300 @ 184.759994506836"
## [1] "2021-09-16 00:00:00 XLY -300 @ 184.759994506836"
## [1] "2021-09-21 00:00:00 XLY 300 @ 179.910003662109"
## [1] "2021-09-21 00:00:00 XLY 300 @ 179.910003662109"
## [1] "2021-09-24 00:00:00 XLY -300 @ 184.899993896484"
## [1] "2021-09-24 00:00:00 XLY -300 @ 184.899993896484"
## [1] "2021-09-29 00:00:00 XLY 300 @ 182.490005493164"
## [1] "2021-09-29 00:00:00 XLY 300 @ 182.490005493164"
## [1] "2021-10-08 00:00:00 XLY -300 @ 182.630004882812"
## [1] "2021-10-08 00:00:00 XLY -300 @ 182.630004882812"
## [1] "2021-11-10 00:00:00 XLY 300 @ 203.660003662109"
## [1] "2021-11-10 00:00:00 XLY 300 @ 203.660003662109"
## [1] "2021-11-17 00:00:00 XLY -300 @ 208.149993896484"
## [1] "2021-11-17 00:00:00 XLY -300 @ 208.149993896484"
## [1] "2021-11-24 00:00:00 XLY 300 @ 209.789993286133"
## [1] "2021-11-24 00:00:00 XLY 300 @ 209.789993286133"
## [1] "2021-12-08 00:00:00 XLY -300 @ 207.160003662109"
## [1] "2021-12-08 00:00:00 XLY -300 @ 207.160003662109"
## [1] "2021-12-14 00:00:00 XLY 300 @ 198.550003051758"
## [1] "2021-12-14 00:00:00 XLY 300 @ 198.550003051758"
## [1] "2021-12-23 00:00:00 XLY -300 @ 203.190002441406"
## [1] "2021-12-23 00:00:00 XLY -300 @ 203.190002441406"
## [1] "2022-01-06 00:00:00 XLY 300 @ 202.860000610352"
## [1] "2022-01-06 00:00:00 XLY 300 @ 202.860000610352"
## [1] "2022-01-13 00:00:00 XLY -300 @ 197.440002441406"
## [1] "2022-01-13 00:00:00 XLY -300 @ 197.440002441406"
## [1] "2022-01-14 00:00:00 XLY 300 @ 196.520004272461"
## [1] "2022-01-14 00:00:00 XLY 300 @ 196.520004272461"
## [1] "2022-02-01 00:00:00 XLY -300 @ 186.070007324219"
## [1] "2022-02-01 00:00:00 XLY -300 @ 186.070007324219"
## [1] "2022-02-04 00:00:00 XLY 300 @ 184.399993896484"
## [1] "2022-02-04 00:00:00 XLY 300 @ 184.399993896484"
## [1] "2022-02-09 00:00:00 XLY -300 @ 189.080001831055"
## [1] "2022-02-09 00:00:00 XLY -300 @ 189.080001831055"
## [1] "2022-02-14 00:00:00 XLY 300 @ 181.509994506836"
## [1] "2022-02-14 00:00:00 XLY 300 @ 181.509994506836"
## [1] "2022-02-16 00:00:00 XLY -300 @ 186.100006103516"
## [1] "2022-02-16 00:00:00 XLY -300 @ 186.100006103516"
## [1] "2022-02-18 00:00:00 XLY 300 @ 180"
## [1] "2022-02-18 00:00:00 XLY 300 @ 180"
## [1] "2022-03-01 00:00:00 XLY -300 @ 174.740005493164"
## [1] "2022-03-01 00:00:00 XLY -300 @ 174.740005493164"
## [1] "2022-03-07 00:00:00 XLY 300 @ 163.190002441406"
## [1] "2022-03-07 00:00:00 XLY 300 @ 163.190002441406"
## [1] "2022-03-11 00:00:00 XLY -300 @ 166.720001220703"
## [1] "2022-03-11 00:00:00 XLY -300 @ 166.720001220703"
## [1] "2022-03-15 00:00:00 XLY 300 @ 169.429992675781"
## [1] "2022-03-15 00:00:00 XLY 300 @ 169.429992675781"
## [1] "2022-03-16 00:00:00 XLY -300 @ 175.210006713867"
## [1] "2022-03-16 00:00:00 XLY -300 @ 175.210006713867"
## [1] "2022-04-01 00:00:00 XLY 300 @ 185.229995727539"
## [1] "2022-04-01 00:00:00 XLY 300 @ 185.229995727539"
## [1] "2022-04-05 00:00:00 XLY -300 @ 184.949996948242"
## [1] "2022-04-05 00:00:00 XLY -300 @ 184.949996948242"
## [1] "2022-04-07 00:00:00 XLY 300 @ 181.149993896484"
## [1] "2022-04-07 00:00:00 XLY 300 @ 181.149993896484"
## [1] "2022-04-14 00:00:00 XLY -300 @ 178.399993896484"
## [1] "2022-04-14 00:00:00 XLY -300 @ 178.399993896484"
## [1] "2022-04-25 00:00:00 XLY 300 @ 177.089996337891"
## [1] "2022-04-25 00:00:00 XLY 300 @ 177.089996337891"
## [1] "2022-05-05 00:00:00 XLY -300 @ 160.179992675781"
## [1] "2022-05-05 00:00:00 XLY -300 @ 160.179992675781"
## [1] "2022-05-06 00:00:00 XLY 300 @ 158.149993896484"
## [1] "2022-05-06 00:00:00 XLY 300 @ 158.149993896484"
## [1] "2022-05-16 00:00:00 XLY -300 @ 149.029998779297"
## [1] "2022-05-16 00:00:00 XLY -300 @ 149.029998779297"
## [1] "2022-05-19 00:00:00 XLY 300 @ 142.899993896484"
## [1] "2022-05-19 00:00:00 XLY 300 @ 142.899993896484"
## [1] "2022-05-27 00:00:00 XLY -300 @ 153.759994506836"
## [1] "2022-05-27 00:00:00 XLY -300 @ 153.759994506836"
## [1] "2022-06-10 00:00:00 XLY 300 @ 144.470001220703"
## [1] "2022-06-10 00:00:00 XLY 300 @ 144.470001220703"
## [1] "2022-06-24 00:00:00 XLY -300 @ 146.990005493164"
## [1] "2022-06-24 00:00:00 XLY -300 @ 146.990005493164"
## [1] "2022-06-29 00:00:00 XLY 300 @ 139.529998779297"
## [1] "2022-06-29 00:00:00 XLY 300 @ 139.529998779297"
## [1] "2022-07-06 00:00:00 XLY -300 @ 142.669998168945"
## [1] "2022-07-06 00:00:00 XLY -300 @ 142.669998168945"
## [1] "2022-07-12 00:00:00 XLY 300 @ 141.5"
## [1] "2022-07-12 00:00:00 XLY 300 @ 141.5"
## [1] "2022-07-18 00:00:00 XLY -300 @ 145.259994506836"
## [1] "2022-07-18 00:00:00 XLY -300 @ 145.259994506836"
## [1] "2022-07-27 00:00:00 XLY 300 @ 154.100006103516"
## [1] "2022-07-27 00:00:00 XLY 300 @ 154.100006103516"
## [1] "2022-07-29 00:00:00 XLY -300 @ 162.830001831055"
## [1] "2022-07-29 00:00:00 XLY -300 @ 162.830001831055"
## [1] "2022-08-10 00:00:00 XLY 300 @ 167"
## [1] "2022-08-10 00:00:00 XLY 300 @ 167"
## [1] "2022-08-11 00:00:00 XLY -300 @ 166.149993896484"
## [1] "2022-08-11 00:00:00 XLY -300 @ 166.149993896484"
## [1] "2022-08-22 00:00:00 XLY 300 @ 162.880004882812"
## [1] "2022-08-22 00:00:00 XLY 300 @ 162.880004882812"
## [1] "2022-08-26 00:00:00 XLY -300 @ 159.679992675781"
## [1] "2022-08-26 00:00:00 XLY -300 @ 159.679992675781"
## [1] "2022-08-29 00:00:00 XLY 300 @ 158.830001831055"
## [1] "2022-08-29 00:00:00 XLY 300 @ 158.830001831055"
## [1] "2022-09-08 00:00:00 XLY -300 @ 161.419998168945"
## [1] "2022-09-08 00:00:00 XLY -300 @ 161.419998168945"
## [1] "2022-09-14 00:00:00 XLY 300 @ 160.039993286133"
## [1] "2022-09-14 00:00:00 XLY 300 @ 160.039993286133"
## [1] "2022-09-29 00:00:00 XLY -300 @ 145.309997558594"
## [1] "2022-09-29 00:00:00 XLY -300 @ 145.309997558594"
## [1] "2022-09-30 00:00:00 XLY 300 @ 142.449996948242"
## [1] "2022-09-30 00:00:00 XLY 300 @ 142.449996948242"
## [1] "2022-10-05 00:00:00 XLY -300 @ 146.699996948242"
## [1] "2022-10-05 00:00:00 XLY -300 @ 146.699996948242"
## [1] "2022-10-10 00:00:00 XLY 300 @ 139.779998779297"
## [1] "2022-10-10 00:00:00 XLY 300 @ 139.779998779297"
## [1] "2022-10-19 00:00:00 XLY -300 @ 141.100006103516"
## [1] "2022-10-19 00:00:00 XLY -300 @ 141.100006103516"
## [1] "2022-10-21 00:00:00 XLY 300 @ 142.399993896484"
## [1] "2022-10-21 00:00:00 XLY 300 @ 142.399993896484"
## [1] "2022-10-24 00:00:00 XLY -300 @ 142.990005493164"
## [1] "2022-10-24 00:00:00 XLY -300 @ 142.990005493164"
## [1] "2022-11-01 00:00:00 XLY 300 @ 142.570007324219"
## [1] "2022-11-01 00:00:00 XLY 300 @ 142.570007324219"
## [1] "2022-11-11 00:00:00 XLY -300 @ 145.089996337891"
## [1] "2022-11-11 00:00:00 XLY -300 @ 145.089996337891"
## [1] "2022-11-18 00:00:00 XLY 300 @ 140.990005493164"
## [1] "2022-11-18 00:00:00 XLY 300 @ 140.990005493164"
## [1] "2022-11-25 00:00:00 XLY -300 @ 142.630004882812"
## [1] "2022-11-25 00:00:00 XLY -300 @ 142.630004882812"
## [1] "2022-11-30 00:00:00 XLY 300 @ 146.169998168945"
## [1] "2022-11-30 00:00:00 XLY 300 @ 146.169998168945"
## [1] "2022-12-01 00:00:00 XLY -300 @ 146.149993896484"
## [1] "2022-12-01 00:00:00 XLY -300 @ 146.149993896484"
## [1] "2022-12-06 00:00:00 XLY 300 @ 139.539993286133"
## [1] "2022-12-06 00:00:00 XLY 300 @ 139.539993286133"
## [1] "2022-12-30 00:00:00 XLY -300 @ 129.160003662109"
## [1] "2022-12-30 00:00:00 XLY -300 @ 129.160003662109"
## [1] "2023-01-19 00:00:00 XLY 300 @ 135.690002441406"
## [1] "2023-01-19 00:00:00 XLY 300 @ 135.690002441406"
## [1] "2023-01-24 00:00:00 XLY -300 @ 140.990005493164"
## [1] "2023-01-24 00:00:00 XLY -300 @ 140.990005493164"
## [1] "2023-02-09 00:00:00 XLY 300 @ 149.910003662109"
## [1] "2023-02-09 00:00:00 XLY 300 @ 149.910003662109"
## [1] "2023-02-15 00:00:00 XLY -300 @ 153.899993896484"
## [1] "2023-02-15 00:00:00 XLY -300 @ 153.899993896484"
## [1] "2023-02-22 00:00:00 XLY 300 @ 146.279998779297"
## [1] "2023-02-22 00:00:00 XLY 300 @ 146.279998779297"
## [1] "2023-03-06 00:00:00 XLY -300 @ 145.240005493164"
## [1] "2023-03-06 00:00:00 XLY -300 @ 145.240005493164"
## [1] "2023-03-08 00:00:00 XLY 300 @ 143"
## [1] "2023-03-08 00:00:00 XLY 300 @ 143"
## [1] "2023-03-15 00:00:00 XLY -300 @ 140.630004882812"
## [1] "2023-03-15 00:00:00 XLY -300 @ 140.630004882812"
## [1] "2023-03-27 00:00:00 XLY 300 @ 141.869995117188"
## [1] "2023-03-27 00:00:00 XLY 300 @ 141.869995117188"
## [1] "2023-03-30 00:00:00 XLY -300 @ 145.649993896484"
## [1] "2023-03-30 00:00:00 XLY -300 @ 145.649993896484"
## [1] "2023-04-06 00:00:00 XLY 300 @ 144.929992675781"
## [1] "2023-04-06 00:00:00 XLY 300 @ 144.929992675781"
## [1] "2023-04-14 00:00:00 XLY -300 @ 146.899993896484"
## [1] "2023-04-14 00:00:00 XLY -300 @ 146.899993896484"
## [1] "2023-04-21 00:00:00 XLY 300 @ 147.369995117188"
## [1] "2023-04-21 00:00:00 XLY 300 @ 147.369995117188"
## [1] "2023-04-28 00:00:00 XLY -300 @ 147.860000610352"
## [1] "2023-04-28 00:00:00 XLY -300 @ 147.860000610352"
## [1] "2023-05-04 00:00:00 XLY 300 @ 144.270004272461"
## [1] "2023-05-04 00:00:00 XLY 300 @ 144.270004272461"
## [1] "2023-05-08 00:00:00 XLY -300 @ 147.690002441406"
## [1] "2023-05-08 00:00:00 XLY -300 @ 147.690002441406"
## [1] "2023-05-17 00:00:00 XLY 300 @ 150.490005493164"
## [1] "2023-05-17 00:00:00 XLY 300 @ 150.490005493164"
## [1] "2023-05-18 00:00:00 XLY -300 @ 152.830001831055"
## [1] "2023-05-18 00:00:00 XLY -300 @ 152.830001831055"
## [1] "2023-05-24 00:00:00 XLY 300 @ 149.149993896484"
## [1] "2023-05-24 00:00:00 XLY 300 @ 149.149993896484"
## [1] "2023-05-30 00:00:00 XLY -300 @ 152.990005493164"
## [1] "2023-05-30 00:00:00 XLY -300 @ 152.990005493164"
## [1] "2023-06-22 00:00:00 XLY 300 @ 167.389999389648"
## [1] "2023-06-22 00:00:00 XLY 300 @ 167.389999389648"
## [1] "2023-06-23 00:00:00 XLY -300 @ 165.449996948242"
## [1] "2023-06-23 00:00:00 XLY -300 @ 165.449996948242"
## [1] "2023-06-27 00:00:00 XLY 300 @ 166.839996337891"
## [1] "2023-06-27 00:00:00 XLY 300 @ 166.839996337891"
## [1] "2023-06-29 00:00:00 XLY -300 @ 167.679992675781"
## [1] "2023-06-29 00:00:00 XLY -300 @ 167.679992675781"
## [1] "2023-07-07 00:00:00 XLY 300 @ 169.369995117188"
## [1] "2023-07-07 00:00:00 XLY 300 @ 169.369995117188"
## [1] "2023-07-12 00:00:00 XLY -300 @ 172.850006103516"
## [1] "2023-07-12 00:00:00 XLY -300 @ 172.850006103516"
## [1] "2023-07-21 00:00:00 XLY 300 @ 170.979995727539"
## [1] "2023-07-21 00:00:00 XLY 300 @ 170.979995727539"
## [1] "2023-07-31 00:00:00 XLY -300 @ 173.740005493164"
## [1] "2023-07-31 00:00:00 XLY -300 @ 173.740005493164"
## [1] "2023-08-03 00:00:00 XLY 300 @ 169.089996337891"
## [1] "2023-08-03 00:00:00 XLY 300 @ 169.089996337891"
## [1] "2023-08-07 00:00:00 XLY -300 @ 173.309997558594"
## [1] "2023-08-07 00:00:00 XLY -300 @ 173.309997558594"
## [1] "2023-08-10 00:00:00 XLY 300 @ 170.300003051758"
## [1] "2023-08-10 00:00:00 XLY 300 @ 170.300003051758"
## [1] "2023-08-24 00:00:00 XLY -300 @ 162.839996337891"
## [1] "2023-08-24 00:00:00 XLY -300 @ 162.839996337891"
## [1] "2023-08-25 00:00:00 XLY 300 @ 164.660003662109"
## [1] "2023-08-25 00:00:00 XLY 300 @ 164.660003662109"
## [1] "2023-08-30 00:00:00 XLY -300 @ 170.179992675781"
## [1] "2023-08-30 00:00:00 XLY -300 @ 170.179992675781"
## [1] "2023-09-07 00:00:00 XLY 300 @ 168.75"
## [1] "2023-09-07 00:00:00 XLY 300 @ 168.75"
## [1] "2023-09-12 00:00:00 XLY -300 @ 171.720001220703"
## [1] "2023-09-12 00:00:00 XLY -300 @ 171.720001220703"
## [1] "2023-09-19 00:00:00 XLY 300 @ 168.770004272461"
## [1] "2023-09-19 00:00:00 XLY 300 @ 168.770004272461"
## [1] "2023-10-02 00:00:00 XLY -300 @ 161.110000610352"
## [1] "2023-10-02 00:00:00 XLY -300 @ 161.110000610352"
## [1] "2023-10-04 00:00:00 XLY 300 @ 160.289993286133"
## [1] "2023-10-04 00:00:00 XLY 300 @ 160.289993286133"
## [1] "2023-10-10 00:00:00 XLY -300 @ 162.539993286133"
## [1] "2023-10-10 00:00:00 XLY -300 @ 162.539993286133"
## [1] "2023-10-16 00:00:00 XLY 300 @ 161.539993286133"
## [1] "2023-10-16 00:00:00 XLY 300 @ 161.539993286133"
## [1] "2023-11-01 00:00:00 XLY -300 @ 153.979995727539"
## [1] "2023-11-01 00:00:00 XLY -300 @ 153.979995727539"
## [1] "2023-11-10 00:00:00 XLY 300 @ 161.399993896484"
## [1] "2023-11-10 00:00:00 XLY 300 @ 161.399993896484"
## [1] "2023-11-14 00:00:00 XLY -300 @ 167.550003051758"
## [1] "2023-11-14 00:00:00 XLY -300 @ 167.550003051758"
## [1] "2023-12-21 00:00:00 XLY 300 @ 180.809997558594"
## [1] "2023-12-21 00:00:00 XLY 300 @ 180.809997558594"
## [1] "2023-12-28 00:00:00 XLY -300 @ 179.919998168945"
## [1] "2023-12-28 00:00:00 XLY -300 @ 179.919998168945"
## [1] "2024-01-02 00:00:00 XLY 300 @ 177.149993896484"
## [1] "2024-01-02 00:00:00 XLY 300 @ 177.149993896484"
## [1] "2024-01-09 00:00:00 XLY -300 @ 174.910003662109"
## [1] "2024-01-09 00:00:00 XLY -300 @ 174.910003662109"
## [1] "2024-01-16 00:00:00 XLY 300 @ 173.759994506836"
## [1] "2024-01-16 00:00:00 XLY 300 @ 173.759994506836"
## [1] "2024-01-22 00:00:00 XLY -300 @ 174.119995117188"
## [1] "2024-01-22 00:00:00 XLY -300 @ 174.119995117188"
## [1] "2024-01-25 00:00:00 XLY 300 @ 170.899993896484"
## [1] "2024-01-25 00:00:00 XLY 300 @ 170.899993896484"
## [1] "2024-01-30 00:00:00 XLY -300 @ 174.089996337891"
## [1] "2024-01-30 00:00:00 XLY -300 @ 174.089996337891"
## [1] "2024-02-01 00:00:00 XLY 300 @ 174.210006713867"
## [1] "2024-02-01 00:00:00 XLY 300 @ 174.210006713867"
## [1] "2024-02-05 00:00:00 XLY -300 @ 174.820007324219"
## [1] "2024-02-05 00:00:00 XLY -300 @ 174.820007324219"
## [1] "2024-02-14 00:00:00 XLY 300 @ 178.029998779297"
## [1] "2024-02-14 00:00:00 XLY 300 @ 178.029998779297"
## [1] "2024-02-16 00:00:00 XLY -300 @ 179.020004272461"
## [1] "2024-02-16 00:00:00 XLY -300 @ 179.020004272461"
## [1] "2024-02-21 00:00:00 XLY 300 @ 178.639999389648"
## [1] "2024-02-21 00:00:00 XLY 300 @ 178.639999389648"
## [1] "2024-02-23 00:00:00 XLY -300 @ 181.289993286133"
## [1] "2024-02-23 00:00:00 XLY -300 @ 181.289993286133"
## [1] "2024-03-05 00:00:00 XLY 300 @ 180.25"
## [1] "2024-03-05 00:00:00 XLY 300 @ 180.25"
## [1] "2024-03-13 00:00:00 XLY -300 @ 180.990005493164"
## [1] "2024-03-13 00:00:00 XLY -300 @ 180.990005493164"
## [1] "2024-03-15 00:00:00 XLY 300 @ 178.050003051758"
## [1] "2024-03-15 00:00:00 XLY 300 @ 178.050003051758"
## [1] "2024-03-20 00:00:00 XLY -300 @ 183.259994506836"
## [1] "2024-03-20 00:00:00 XLY -300 @ 183.259994506836"
## [1] "2024-04-02 00:00:00 XLY 300 @ 179.830001831055"
## [1] "2024-04-02 00:00:00 XLY 300 @ 179.830001831055"
## [1] "2024-04-09 00:00:00 XLY -300 @ 181.389999389648"
## [1] "2024-04-09 00:00:00 XLY -300 @ 181.389999389648"
## [1] "2024-04-11 00:00:00 XLY 300 @ 180.029998779297"
## [1] "2024-04-11 00:00:00 XLY 300 @ 180.029998779297"
## [1] "2024-04-24 00:00:00 XLY -300 @ 174.190002441406"
## [1] "2024-04-24 00:00:00 XLY -300 @ 174.190002441406"
## [1] "2024-05-02 00:00:00 XLY 300 @ 176.720001220703"
## [1] "2024-05-02 00:00:00 XLY 300 @ 176.720001220703"
## [1] "2024-05-06 00:00:00 XLY -300 @ 179.809997558594"
## [1] "2024-05-06 00:00:00 XLY -300 @ 179.809997558594"
## [1] "2024-05-17 00:00:00 XLY 300 @ 178.699996948242"
## [1] "2024-05-17 00:00:00 XLY 300 @ 178.699996948242"
## [1] "2024-06-03 00:00:00 XLY -300 @ 175.889999389648"
## [1] "2024-06-03 00:00:00 XLY -300 @ 175.889999389648"
## [1] "2024-06-17 00:00:00 XLY 300 @ 181.460006713867"
## [1] "2024-06-17 00:00:00 XLY 300 @ 181.460006713867"
## [1] "2024-06-18 00:00:00 XLY -300 @ 180.850006103516"
## [1] "2024-06-18 00:00:00 XLY -300 @ 180.850006103516"
## [1] "2024-06-26 00:00:00 XLY 300 @ 183.330001831055"
## [1] "2024-06-26 00:00:00 XLY 300 @ 183.330001831055"
## [1] "2024-06-27 00:00:00 XLY -300 @ 184.449996948242"
## [1] "2024-06-27 00:00:00 XLY -300 @ 184.449996948242"
## [1] "2024-07-19 00:00:00 XLY 300 @ 187.809997558594"
## [1] "2024-07-19 00:00:00 XLY 300 @ 187.809997558594"
## [1] "2024-07-30 00:00:00 XLY -300 @ 184.630004882812"
## [1] "2024-07-30 00:00:00 XLY -300 @ 184.630004882812"
## [1] "2024-08-02 00:00:00 XLY 300 @ 176.160003662109"
## [1] "2024-08-02 00:00:00 XLY 300 @ 176.160003662109"
## [1] "2024-08-14 00:00:00 XLY -300 @ 177.050003051758"
## [1] "2024-08-14 00:00:00 XLY -300 @ 177.050003051758"
## [1] "2024-08-29 00:00:00 XLY 300 @ 184.339996337891"
## [1] "2024-08-29 00:00:00 XLY 300 @ 184.339996337891"
## [1] "2024-09-03 00:00:00 XLY -300 @ 184.550003051758"
## [1] "2024-09-03 00:00:00 XLY -300 @ 184.550003051758"
## [1] "2024-09-09 00:00:00 XLY 300 @ 185.059997558594"
## [1] "2024-09-09 00:00:00 XLY 300 @ 185.059997558594"
## [1] "2024-09-11 00:00:00 XLY -300 @ 189.050003051758"
## [1] "2024-09-11 00:00:00 XLY -300 @ 189.050003051758"
## [1] "2024-10-02 00:00:00 XLY 300 @ 197.869995117188"
## [1] "2024-10-02 00:00:00 XLY 300 @ 197.869995117188"
## [1] "2024-10-10 00:00:00 XLY -300 @ 197.419998168945"
## [1] "2024-10-10 00:00:00 XLY -300 @ 197.419998168945"
## [1] "2024-10-14 00:00:00 XLY 300 @ 197.440002441406"
## [1] "2024-10-14 00:00:00 XLY 300 @ 197.440002441406"
## [1] "2024-10-16 00:00:00 XLY -300 @ 198.910003662109"
## [1] "2024-10-16 00:00:00 XLY -300 @ 198.910003662109"
## [1] "2024-10-22 00:00:00 XLY 300 @ 197.160003662109"
## [1] "2024-10-22 00:00:00 XLY 300 @ 197.160003662109"
## [1] "2024-10-25 00:00:00 XLY -300 @ 200.809997558594"
## [1] "2024-10-25 00:00:00 XLY -300 @ 200.809997558594"
## [1] "2024-11-01 00:00:00 XLY 300 @ 200.089996337891"
## [1] "2024-11-01 00:00:00 XLY 300 @ 200.089996337891"
## [1] "2024-11-06 00:00:00 XLY -300 @ 209.419998168945"
## [1] "2024-11-06 00:00:00 XLY -300 @ 209.419998168945"
## [1] "2024-11-18 00:00:00 XLY 300 @ 215.410003662109"
## [1] "2024-11-18 00:00:00 XLY 300 @ 215.410003662109"
## [1] "2024-11-25 00:00:00 XLY -300 @ 220.330001831055"
## [1] "2024-11-25 00:00:00 XLY -300 @ 220.330001831055"
## [1] "2024-12-19 00:00:00 XLY 300 @ 228.330001831055"
## [1] "2024-12-19 00:00:00 XLY 300 @ 228.330001831055"
## [1] "2024-12-26 00:00:00 XLY -300 @ 233.600006103516"
## [1] "2024-12-26 00:00:00 XLY -300 @ 233.600006103516"
## [1] "2024-12-30 00:00:00 XLY 300 @ 226.050003051758"
## [1] "2024-12-30 00:00:00 XLY 300 @ 226.050003051758"
## [1] "2025-01-07 00:00:00 XLY -300 @ 222.380004882812"
## [1] "2025-01-07 00:00:00 XLY -300 @ 222.380004882812"
## [1] "2025-01-08 00:00:00 XLY 300 @ 223.009994506836"
## [1] "2025-01-08 00:00:00 XLY 300 @ 223.009994506836"
## [1] "2025-01-16 00:00:00 XLY -300 @ 226.050003051758"
## [1] "2025-01-16 00:00:00 XLY -300 @ 226.050003051758"
## [1] "2025-02-04 00:00:00 XLY 300 @ 231.800003051758"
## [1] "2025-02-04 00:00:00 XLY 300 @ 231.800003051758"
## [1] "2025-02-14 00:00:00 XLY -300 @ 227"
## [1] "2025-02-14 00:00:00 XLY -300 @ 227"
## [1] "2025-02-21 00:00:00 XLY 300 @ 218.389999389648"
## [1] "2025-02-21 00:00:00 XLY 300 @ 218.389999389648"
## [1] "2025-03-25 00:00:00 XLY -300 @ 205.919998168945"
## [1] "2025-03-25 00:00:00 XLY -300 @ 205.919998168945"
## [1] "2025-03-31 00:00:00 XLY 300 @ 197.460006713867"
## [1] "2025-03-31 00:00:00 XLY 300 @ 197.460006713867"
## [1] "2025-04-03 00:00:00 XLY -300 @ 191.029998779297"
## [1] "2025-04-03 00:00:00 XLY -300 @ 191.029998779297"
## [1] "2025-04-04 00:00:00 XLY 300 @ 182.789993286133"
## [1] "2025-04-04 00:00:00 XLY 300 @ 182.789993286133"
## [1] "2025-04-10 00:00:00 XLY -300 @ 187.899993896484"
## [1] "2025-04-10 00:00:00 XLY -300 @ 187.899993896484"
## [1] "2025-04-17 00:00:00 XLY 300 @ 185.399993896484"
## [1] "2025-04-17 00:00:00 XLY 300 @ 185.399993896484"
## [1] "2025-04-24 00:00:00 XLY -300 @ 194.110000610352"
## [1] "2025-04-24 00:00:00 XLY -300 @ 194.110000610352"
## [1] "2025-05-07 00:00:00 XLY 300 @ 199.089996337891"
## [1] "2025-05-07 00:00:00 XLY 300 @ 199.089996337891"
## [1] "2025-05-09 00:00:00 XLY -300 @ 202.410003662109"
## [1] "2025-05-09 00:00:00 XLY -300 @ 202.410003662109"
## [1] "2025-05-22 00:00:00 XLY 300 @ 212.559997558594"
## [1] "2025-05-22 00:00:00 XLY 300 @ 212.559997558594"
## [1] "2025-05-28 00:00:00 XLY -300 @ 214.880004882812"
## [1] "2025-05-28 00:00:00 XLY -300 @ 214.880004882812"
## [1] "2025-06-06 00:00:00 XLY 300 @ 212.169998168945"
## [1] "2025-06-06 00:00:00 XLY 300 @ 212.169998168945"
## [1] "2025-06-11 00:00:00 XLY -300 @ 214.720001220703"
## [1] "2025-06-11 00:00:00 XLY -300 @ 214.720001220703"
## [1] "2025-06-16 00:00:00 XLY 300 @ 214.020004272461"
## [1] "2025-06-16 00:00:00 XLY 300 @ 214.020004272461"
## [1] "2025-06-24 00:00:00 XLY -300 @ 215.589996337891"
## [1] "2025-06-24 00:00:00 XLY -300 @ 215.589996337891"
## [1] "2025-07-09 00:00:00 XLY 300 @ 218.949996948242"
## [1] "2025-07-09 00:00:00 XLY 300 @ 218.949996948242"
## [1] "2025-07-11 00:00:00 XLY -300 @ 221.429992675781"
## [1] "2025-07-11 00:00:00 XLY -300 @ 221.429992675781"

end_t <- Sys.time()
print("Strategy Loop:")

## [1] "Strategy Loop:"

print(end_t - start_t) # 输出策略执行时间

## Time difference of 53.60858 mins

# 查看订单簿（调试用）
# print(getOrderBook(port.st))

# 更新组合数据
start_t <- Sys.time()
updatePortf(
 Portfolio = port.st,
 Dates = paste('::', as.Date(Sys.time()), sep = '') # 更新至最新日期
)

## Warning in .updatePosPL(Portfolio = pname, Symbol = as.character(symbol), :
## Could not parse ::2025-07-13 as ISO8601 string, or one/bothends of the range
## were outside the available prices: 1998-12-22/2025-07-11. Using all data
## instead.

## Warning in .updatePosPL(Portfolio = pname, Symbol = as.character(symbol), :
## Could not parse ::2025-07-13 as ISO8601 string, or one/bothends of the range
## were outside the available prices: 1998-12-22/2025-07-11. Using all data
## instead.
## Warning in .updatePosPL(Portfolio = pname, Symbol = as.character(symbol), :
## Could not parse ::2025-07-13 as ISO8601 string, or one/bothends of the range
## were outside the available prices: 1998-12-22/2025-07-11. Using all data
## instead.
## Warning in .updatePosPL(Portfolio = pname, Symbol = as.character(symbol), :
## Could not parse ::2025-07-13 as ISO8601 string, or one/bothends of the range
## were outside the available prices: 1998-12-22/2025-07-11. Using all data
## instead.
## Warning in .updatePosPL(Portfolio = pname, Symbol = as.character(symbol), :
## Could not parse ::2025-07-13 as ISO8601 string, or one/bothends of the range
## were outside the available prices: 1998-12-22/2025-07-11. Using all data
## instead.
## Warning in .updatePosPL(Portfolio = pname, Symbol = as.character(symbol), :
## Could not parse ::2025-07-13 as ISO8601 string, or one/bothends of the range
## were outside the available prices: 1998-12-22/2025-07-11. Using all data
## instead.
## Warning in .updatePosPL(Portfolio = pname, Symbol = as.character(symbol), :
## Could not parse ::2025-07-13 as ISO8601 string, or one/bothends of the range
## were outside the available prices: 1998-12-22/2025-07-11. Using all data
## instead.
## Warning in .updatePosPL(Portfolio = pname, Symbol = as.character(symbol), :
## Could not parse ::2025-07-13 as ISO8601 string, or one/bothends of the range
## were outside the available prices: 1998-12-22/2025-07-11. Using all data
## instead.
## Warning in .updatePosPL(Portfolio = pname, Symbol = as.character(symbol), :
## Could not parse ::2025-07-13 as ISO8601 string, or one/bothends of the range
## were outside the available prices: 1998-12-22/2025-07-11. Using all data
## instead.

## [1] "RSI"

end_t <- Sys.time()
print("trade blotter portfolio update:")

## [1] "trade blotter portfolio update:"

print(end_t - start_t) # 输出更新时间

## Time difference of 0.434164 secs

##############################
### 可视化与绩效分析
##############################
# 自定义图表主题
themelist <- chart_theme()
themelist$col$up.col <- 'lightgreen' # 上涨颜色
themelist$col$dn.col <- 'pink' # 下跌颜色

# 绘制各品种持仓图
for(symbol in symbols){
 dev.new() # 新建图形窗口
 chart.Posn(
 Portfolio = port.st,
 Symbol = symbol,
 theme = themelist # 应用自定义主题
 )
 plot(add_RSI(n = 2)) # 在图中叠加RSI指标
}

# 计算组合收益
ret1 <- PortfReturns(port.st) # 各品种收益
ret1$total <- rowSums(ret1) # 组合总收益
#ret1

# 可视化绩效摘要
if("package:PerformanceAnalytics" %in% search() || 
 require("PerformanceAnalytics", quietly = TRUE)) {
 dev.new()
 charts.PerformanceSummary(
 ret1$total,
 geometric = FALSE, # 使用算术收益计算
 wealth.index = TRUE # 显示财富指数曲线
 )
}

不过，该策略仍存在一定局限性。例如，默认的 2 日 RSI 参数可能因过于敏感导致频繁交易，增加交易成本；在强趋势市场中，基于超买超卖的逆势交易逻辑可能失效，产生持续亏损；固定仓位大小的设计也缺乏对资金管理的动态调整。对此，代码预留了改进空间，可通过优化 RSI 周期、引入趋势过滤器避免逆势操作、实现动态仓位管理等方式，提升策略的适应性与稳定性。

总体而言，这套基于 RSI 的双向交易策略为量化交易者提供了一个可扩展的框架。通过参数调整与功能拓展，它能够适应不同的市场环境，为交易决策提供数据支持，是量化策略开发与验证的典型范例。