research paper
Tsatska
2024-01-09
data <- read.csv("ETH-USD-3.csv")library(ggplot2)
library(zoo)##
## Attaching package: 'zoo'## The following objects are masked from 'package:base':
##
## as.Date, as.Date.numericlibrary(quantmod)## Loading required package: xts## Loading required package: TTR## Registered S3 method overwritten by 'quantmod':
## method from
## as.zoo.data.frame zoolibrary(xts)
library(PerformanceAnalytics)##
## Attaching package: 'PerformanceAnalytics'## The following object is masked from 'package:graphics':
##
## legendlibrary(rugarch)## Loading required package: parallel##
## Attaching package: 'rugarch'## The following object is masked from 'package:stats':
##
## sigma# Read data from CSV
df <- read.csv("ETH-USD-3.csv")
# Print the first few rows to check if the data is loaded correctly
head(df)## Date Open High Low Close Adj.Close Volume
## 1 2017-11-09 308.645 329.452 307.056 320.884 320.884 893249984
## 2 2017-11-10 320.671 324.718 294.542 299.253 299.253 885985984
## 3 2017-11-11 298.586 319.453 298.192 314.681 314.681 842300992
## 4 2017-11-12 314.690 319.153 298.513 307.908 307.908 1613479936
## 5 2017-11-13 307.025 328.415 307.025 316.716 316.716 1041889984
## 6 2017-11-14 316.763 340.177 316.763 337.631 337.631 1069680000# Assuming you have already loaded the necessary libraries
library(quantmod)
# Read data from CSV and create an xts object
data <- read.csv("ETH-USD-3.csv", header = TRUE)
xts_data <- xts(data$Close, order.by = as.POSIXct(data$Date))
# Plot the chart using chartSeries
chartSeries(xts_data, name = "ETH-USD-3")
# Load required libraries
library(rugarch)
# Read data from CSV
data <- read.csv("ETH-USD-3.csv")
# Assuming 'Close' is a column in your data
close_prices <- data$Close
# Create an ugarchspec
spec <- ugarchspec(variance.model = list(model = "sGARCH", garchOrder = c(1, 1)),
mean.model = list(armaOrder = c(0, 0)), distribution.model = "norm")
# Fit the GARCH model
model <- ugarchfit(data = close_prices, spec = spec)
# Display the model summary
print(model)##
## *---------------------------------*
## * GARCH Model Fit *
## *---------------------------------*
##
## Conditional Variance Dynamics
## -----------------------------------
## GARCH Model : sGARCH(1,1)
## Mean Model : ARFIMA(0,0,0)
## Distribution : norm
##
## Optimal Parameters
## ------------------------------------
## Estimate Std. Error t value Pr(>|t|)
## mu 181.805 1.561067 116.462 0
## omega 51.879 9.986360 5.195 0
## alpha1 0.999 0.043773 22.823 0
## beta1 0.000 0.019803 0.000 1
##
## Robust Standard Errors:
## Estimate Std. Error t value Pr(>|t|)
## mu 181.805 8.787943 20.6880 0.00000
## omega 51.879 19.195693 2.7026 0.00688
## alpha1 0.999 0.018881 52.9114 0.00000
## beta1 0.000 0.009754 0.0000 1.00000
##
## LogLikelihood : -10045.76
##
## Information Criteria
## ------------------------------------
##
## Akaike 13.276
## Bayes 13.290
## Shibata 13.276
## Hannan-Quinn 13.281
##
## Weighted Ljung-Box Test on Standardized Residuals
## ------------------------------------
## statistic p-value
## Lag[1] 1249 0
## Lag[2*(p+q)+(p+q)-1][2] 1855 0
## Lag[4*(p+q)+(p+q)-1][5] 3595 0
## d.o.f=0
## H0 : No serial correlation
##
## Weighted Ljung-Box Test on Standardized Squared Residuals
## ------------------------------------
## statistic p-value
## Lag[1] 0.3014 0.5830
## Lag[2*(p+q)+(p+q)-1][5] 1.2647 0.7974
## Lag[4*(p+q)+(p+q)-1][9] 1.8005 0.9274
## d.o.f=2
##
## Weighted ARCH LM Tests
## ------------------------------------
## Statistic Shape Scale P-Value
## ARCH Lag[3] 0.4744 0.500 2.000 0.4910
## ARCH Lag[5] 1.1787 1.440 1.667 0.6807
## ARCH Lag[7] 1.3974 2.315 1.543 0.8417
##
## Nyblom stability test
## ------------------------------------
## Joint Statistic: 2.3284
## Individual Statistics:
## mu 0.36278
## omega 0.31632
## alpha1 0.65096
## beta1 0.07965
##
## Asymptotic Critical Values (10% 5% 1%)
## Joint Statistic: 1.07 1.24 1.6
## Individual Statistic: 0.35 0.47 0.75
##
## Sign Bias Test
## ------------------------------------
## t-value prob sig
## Sign Bias 1.9641 0.04971 **
## Negative Sign Bias 0.8405 0.40078
## Positive Sign Bias 0.9553 0.33958
## Joint Effect 5.2037 0.15748
##
##
## Adjusted Pearson Goodness-of-Fit Test:
## ------------------------------------
## group statistic p-value(g-1)
## 1 20 7043 0
## 2 30 9274 0
## 3 40 10255 0
## 4 50 10009 0
##
##
## Elapsed time : 0.1496098data <- read.csv("ETH-USD-3.csv")
# Assuming 'Close' is a column in your data
close_prices <- data$Close
# Plot various aspects of the GARCH model
plot(model, which = 'all')##
## please wait...calculating quantiles...
# Load required libraries
library(rugarch)
# Read data from CSV
data <- read.csv("ETH-USD-3.csv")
# Assuming 'Close' is a column in your data
close_prices <- data$Close
# Create an ugarchspec for GARCH(1,1)-ARMA(2,2)
spec <- ugarchspec(variance.model = list(model = "sGARCH", garchOrder = c(1, 1)),
mean.model = list(armaOrder = c(2, 2)), distribution.model = "norm")
# Fit the GARCH-ARMA model
model <- ugarchfit(data = close_prices, spec = spec)
# Display the model summary
print(model)##
## *---------------------------------*
## * GARCH Model Fit *
## *---------------------------------*
##
## Conditional Variance Dynamics
## -----------------------------------
## GARCH Model : sGARCH(1,1)
## Mean Model : ARFIMA(2,0,2)
## Distribution : norm
##
## Optimal Parameters
## ------------------------------------
## Estimate Std. Error t value Pr(>|t|)
## mu 302.89089 41.312007 7.3318 0.000000
## ar1 1.32020 0.002838 465.1897 0.000000
## ar2 -0.32148 0.002813 -114.2916 0.000000
## ma1 -0.33056 0.028961 -11.4140 0.000000
## ma2 0.05856 0.028619 2.0462 0.040738
## omega 2.26762 0.521609 4.3473 0.000014
## alpha1 0.11238 0.012175 9.2303 0.000000
## beta1 0.88662 0.011725 75.6209 0.000000
##
## Robust Standard Errors:
## Estimate Std. Error t value Pr(>|t|)
## mu 302.89089 13.423070 22.5649 0.000000
## ar1 1.32020 0.000867 1523.5299 0.000000
## ar2 -0.32148 0.000715 -449.3886 0.000000
## ma1 -0.33056 0.030025 -11.0095 0.000000
## ma2 0.05856 0.031364 1.8671 0.061888
## omega 2.26762 0.897193 2.5275 0.011489
## alpha1 0.11238 0.020235 5.5536 0.000000
## beta1 0.88662 0.020217 43.8551 0.000000
##
## LogLikelihood : -6982.698
##
## Information Criteria
## ------------------------------------
##
## Akaike 9.2347
## Bayes 9.2629
## Shibata 9.2347
## Hannan-Quinn 9.2452
##
## Weighted Ljung-Box Test on Standardized Residuals
## ------------------------------------
## statistic p-value
## Lag[1] 1.414 0.23438
## Lag[2*(p+q)+(p+q)-1][11] 7.171 0.03137
## Lag[4*(p+q)+(p+q)-1][19] 11.892 0.20420
## d.o.f=4
## H0 : No serial correlation
##
## Weighted Ljung-Box Test on Standardized Squared Residuals
## ------------------------------------
## statistic p-value
## Lag[1] 0.07879 0.7789
## Lag[2*(p+q)+(p+q)-1][5] 1.24482 0.8022
## Lag[4*(p+q)+(p+q)-1][9] 2.03422 0.9009
## d.o.f=2
##
## Weighted ARCH LM Tests
## ------------------------------------
## Statistic Shape Scale P-Value
## ARCH Lag[3] 0.4984 0.500 2.000 0.4802
## ARCH Lag[5] 0.6781 1.440 1.667 0.8301
## ARCH Lag[7] 1.1974 2.315 1.543 0.8795
##
## Nyblom stability test
## ------------------------------------
## Joint Statistic: 1.3697
## Individual Statistics:
## mu 0.1474
## ar1 0.1239
## ar2 0.1324
## ma1 0.1359
## ma2 0.2008
## omega 0.0249
## alpha1 0.2695
## beta1 0.1526
##
## Asymptotic Critical Values (10% 5% 1%)
## Joint Statistic: 1.89 2.11 2.59
## Individual Statistic: 0.35 0.47 0.75
##
## Sign Bias Test
## ------------------------------------
## t-value prob sig
## Sign Bias 0.5667 0.5710
## Negative Sign Bias 0.4600 0.6455
## Positive Sign Bias 0.2214 0.8248
## Joint Effect 0.4145 0.9372
##
##
## Adjusted Pearson Goodness-of-Fit Test:
## ------------------------------------
## group statistic p-value(g-1)
## 1 20 148.9 3.604e-22
## 2 30 168.9 1.091e-21
## 3 40 168.2 5.669e-18
## 4 50 195.6 2.089e-19
##
##
## Elapsed time : 0.3534815# Plot various aspects of the GARCH-ARMA model
plot(model, which = 'all')##
## please wait...calculating quantiles...
# Load required libraries
library(rugarch)
# Read data from CSV
data <- read.csv("ETH-USD-3.csv")
# Assuming 'Close' is a column in your data
close_prices <- data$Close
# Create an ugarchspec for GARCH(1,2)-ARMA(2,2)
spec <- ugarchspec(variance.model = list(model = "sGARCH", garchOrder = c(1, 2)),
mean.model = list(armaOrder = c(2, 2)), distribution.model = "norm")
# Fit the GARCH-ARMA model
model <- ugarchfit(data = close_prices, spec = spec)
# Display the model summary
print(model)##
## *---------------------------------*
## * GARCH Model Fit *
## *---------------------------------*
##
## Conditional Variance Dynamics
## -----------------------------------
## GARCH Model : sGARCH(1,2)
## Mean Model : ARFIMA(2,0,2)
## Distribution : norm
##
## Optimal Parameters
## ------------------------------------
## Estimate Std. Error t value Pr(>|t|)
## mu 303.699614 41.151619 7.3800 0.000000
## ar1 1.245079 0.004033 308.6931 0.000000
## ar2 -0.246630 0.004003 -61.6090 0.000000
## ma1 -0.258758 0.029988 -8.6287 0.000000
## ma2 0.067493 0.028360 2.3798 0.017321
## omega 2.983151 0.721260 4.1360 0.000035
## alpha1 0.151282 0.019155 7.8977 0.000000
## beta1 0.502289 0.131718 3.8133 0.000137
## beta2 0.345429 0.119396 2.8931 0.003814
##
## Robust Standard Errors:
## Estimate Std. Error t value Pr(>|t|)
## mu 303.699614 13.058829 23.2563 0.000000
## ar1 1.245079 0.000996 1250.0266 0.000000
## ar2 -0.246630 0.000803 -307.1910 0.000000
## ma1 -0.258758 0.030263 -8.5502 0.000000
## ma2 0.067493 0.030406 2.2197 0.026436
## omega 2.983151 1.208517 2.4684 0.013570
## alpha1 0.151282 0.028472 5.3134 0.000000
## beta1 0.502289 0.169223 2.9682 0.002995
## beta2 0.345429 0.152084 2.2713 0.023129
##
## LogLikelihood : -6980.806
##
## Information Criteria
## ------------------------------------
##
## Akaike 9.2336
## Bayes 9.2652
## Shibata 9.2335
## Hannan-Quinn 9.2453
##
## Weighted Ljung-Box Test on Standardized Residuals
## ------------------------------------
## statistic p-value
## Lag[1] 1.496 0.2213
## Lag[2*(p+q)+(p+q)-1][11] 7.430 0.0126
## Lag[4*(p+q)+(p+q)-1][19] 12.298 0.1644
## d.o.f=4
## H0 : No serial correlation
##
## Weighted Ljung-Box Test on Standardized Squared Residuals
## ------------------------------------
## statistic p-value
## Lag[1] 0.04271 0.8363
## Lag[2*(p+q)+(p+q)-1][8] 1.58540 0.9169
## Lag[4*(p+q)+(p+q)-1][14] 2.62338 0.9733
## d.o.f=3
##
## Weighted ARCH LM Tests
## ------------------------------------
## Statistic Shape Scale P-Value
## ARCH Lag[4] 0.4352 0.500 2.000 0.5095
## ARCH Lag[6] 0.6987 1.461 1.711 0.8352
## ARCH Lag[8] 1.2681 2.368 1.583 0.8814
##
## Nyblom stability test
## ------------------------------------
## Joint Statistic: 1.5606
## Individual Statistics:
## mu 0.18718
## ar1 0.12021
## ar2 0.12767
## ma1 0.12286
## ma2 0.18651
## omega 0.02473
## alpha1 0.27405
## beta1 0.15284
## beta2 0.14570
##
## Asymptotic Critical Values (10% 5% 1%)
## Joint Statistic: 2.1 2.32 2.82
## Individual Statistic: 0.35 0.47 0.75
##
## Sign Bias Test
## ------------------------------------
## t-value prob sig
## Sign Bias 0.58002 0.5620
## Negative Sign Bias 0.61772 0.5369
## Positive Sign Bias 0.01076 0.9914
## Joint Effect 0.57134 0.9030
##
##
## Adjusted Pearson Goodness-of-Fit Test:
## ------------------------------------
## group statistic p-value(g-1)
## 1 20 149.8 2.390e-22
## 2 30 162.8 1.462e-20
## 3 40 172.7 9.703e-19
## 4 50 179.6 8.564e-17
##
##
## Elapsed time : 4.666324plot(model, which = 'all')##
## please wait...calculating quantiles...
# Load necessary libraries
library(ggplot2)
library(readr)
# Read the CSV file into a data frame
financial_data <- read_csv("ETH-USD-3.csv")## Rows: 1514 Columns: 7
## ── Column specification ────────────────────────────────────────────────────────
## Delimiter: ","
## dbl (6): Open, High, Low, Close, Adj Close, Volume
## date (1): Date
##
## ℹ Use `spec()` to retrieve the full column specification for this data.
## ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.# Assuming the CSV file has columns named "Date" and "Close" for date and stock prices
ggplot(data = financial_data, aes(x = Date, y = Close)) +
geom_line() +
labs(title = "ETH Prices Over Time", x = "Date", y = "Price")
# Load necessary libraries
library(ggplot2)
library(readr)
# Read the CSV file into a data frame
financial_data <- read_csv("ETH-USD-3.csv")## Rows: 1514 Columns: 7
## ── Column specification ────────────────────────────────────────────────────────
## Delimiter: ","
## dbl (6): Open, High, Low, Close, Adj Close, Volume
## date (1): Date
##
## ℹ Use `spec()` to retrieve the full column specification for this data.
## ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.# Assuming the CSV file has columns named "Date" and "Close" for date and stock prices
ggplot(data = financial_data, aes(x = Date, y = Close)) +
geom_line(color = "steelblue") +
geom_smooth(aes(y = Close), method = "loess", se = TRUE, color = "red") +
labs(title = "ETH Prices Over Time", x = "Date", y = "Price") +
theme_minimal()## `geom_smooth()` using formula = 'y ~ x'
library(quantmod, warn.conflicts = FALSE, quietly = TRUE)
library(PerformanceAnalytics, warn.conflicts = FALSE, quietly = TRUE)
library(dplyr, warn.conflicts = FALSE, quietly = TRUE)##
## ######################### 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. #
## # #
## ###############################################################################library(psych, warn.conflicts = FALSE, quietly = TRUE)
library(TSPred, warn.conflicts = FALSE, quietly = TRUE)
Financial_data <- read.csv("ETH-USD-3.csv")library(quantmod, warn.conflicts = FALSE, quietly = TRUE)
library(PerformanceAnalytics, warn.conflicts = FALSE, quietly = TRUE)
library(dplyr, warn.conflicts = FALSE, quietly = TRUE)
library(psych, warn.conflicts = FALSE, quietly = TRUE)
library(TSPred, warn.conflicts = FALSE, quietly = TRUE)
library(forecast, warn.conflicts = FALSE, quietly = TRUE)
library(ggplot2, warn.conflicts = FALSE, quietly = TRUE)
library(plotly, warn.conflicts = FALSE, quietly = TRUE)# Load necessary libraries
library(plotly)
library(dplyr)
library(readr)
# Read the CSV file into a data frame
df <- read.csv("ETH-USD-3.csv")
# Assuming the CSV file has columns named "Date", "Open", "Close", "High", and "Low"
df <- data.frame(Date = as.Date(df$Date),
Open = df$Open,
Close = df$Close,
High = df$High,
Low = df$Low)
# Select the last 90 rows
df <- tail(df, 90)
# Create the candlestick chart
fig <- df %>% plot_ly(x = ~Date, type = "candlestick",
open = ~Open, close = ~Close,
high = ~High, low = ~Low)
# Set layout for the chart
fig <- fig %>% layout(title = "Basic Candlestick Chart")
# Display the chart
fig# Load necessary libraries
library(readr)
# Read data from the CSV file
data <- read.csv("ETH-USD-3.csv")
# Assuming the CSV file has a column named "Date" and other relevant columns
# Adjust the column names accordingly based on your actual data structure
# Optionally, you may want to convert the "Date" column to a Date class
data$Date <- as.Date(data$Date)
# View the structure of the data
str(data)## 'data.frame': 1514 obs. of 7 variables:
## $ Date : Date, format: "2017-11-09" "2017-11-10" ...
## $ Open : num 309 321 299 315 307 ...
## $ High : num 329 325 319 319 328 ...
## $ Low : num 307 295 298 299 307 ...
## $ Close : num 321 299 315 308 317 ...
## $ Adj.Close: num 321 299 315 308 317 ...
## $ Volume : num 8.93e+08 8.86e+08 8.42e+08 1.61e+09 1.04e+09 ...library(kableExtra)##
## Attaching package: 'kableExtra'## The following object is masked from 'package:dplyr':
##
## group_rowslibrary(tidyverse)## ── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ──
## ✔ forcats 1.0.0 ✔ stringr 1.5.1
## ✔ lubridate 1.9.3 ✔ tibble 3.2.1
## ✔ purrr 1.0.2 ✔ tidyr 1.3.0## ── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
## ✖ psych::%+%() masks ggplot2::%+%()
## ✖ psych::alpha() masks ggplot2::alpha()
## ✖ plotly::filter() masks dplyr::filter(), stats::filter()
## ✖ dplyr::first() masks xts::first()
## ✖ kableExtra::group_rows() masks dplyr::group_rows()
## ✖ dplyr::lag() masks stats::lag()
## ✖ dplyr::last() masks xts::last()
## ✖ purrr::reduce() masks rugarch::reduce()
## ℹ Use the conflicted package (<http://conflicted.r-lib.org/>) to force all conflicts to become errorslibrary(tseries)
library(forecast)
library(ggplot2)
# Read data
data <- read.csv("ETH-USD-3.csv", header = TRUE, sep = ",")
# Create time series for 'open'
open.ts <- ts(data$Open, frequency = 7)
# Calculate differences
open.diff <- diff(open.ts)
# Plot differences
plot(open.diff)
adf.test(open.ts)##
## Augmented Dickey-Fuller Test
##
## data: open.ts
## Dickey-Fuller = -1.2859, Lag order = 11, p-value = 0.8806
## alternative hypothesis: stationaryopen<-diff(open.ts)
plot(open) 
adf.test(open.ts)##
## Augmented Dickey-Fuller Test
##
## data: open.ts
## Dickey-Fuller = -1.2859, Lag order = 11, p-value = 0.8806
## alternative hypothesis: stationary#Model Identification
acf(open.ts)
fit<-predict(arima(open.ts,order=c(1,1,2)), n.ahead = 5)
y<-fit$pred
fit1<-data.frame(y)eth_raw_data = read.csv("ETH-USD-3.csv")
head(eth_raw_data, 1505)## Date Open High Low Close Adj.Close
## 1 2017-11-09 308.64499 329.45200 307.05600 320.88400 320.88400
## 2 2017-11-10 320.67099 324.71799 294.54199 299.25299 299.25299
## 3 2017-11-11 298.58600 319.45300 298.19199 314.68100 314.68100
## 4 2017-11-12 314.69000 319.15301 298.51300 307.90799 307.90799
## 5 2017-11-13 307.02499 328.41501 307.02499 316.71600 316.71600
## 6 2017-11-14 316.76300 340.17700 316.76300 337.63101 337.63101
## 7 2017-11-15 337.96399 340.91199 329.81299 333.35699 333.35699
## 8 2017-11-16 333.44299 336.15900 323.60599 330.92401 330.92401
## 9 2017-11-17 330.16699 334.96399 327.52301 332.39401 332.39401
## 10 2017-11-18 331.98001 349.61600 327.68701 347.61200 347.61200
## 11 2017-11-19 347.40100 371.29098 344.73999 354.38599 354.38599
## 12 2017-11-20 354.09399 372.13699 353.28900 366.73001 366.73001
## 13 2017-11-21 367.44299 372.47000 350.69299 360.40100 360.40100
## 14 2017-11-22 360.31201 381.42001 360.14700 380.65201 380.65201
## 15 2017-11-23 381.43899 425.54800 376.08801 410.16598 410.16598
## 16 2017-11-24 412.50101 480.97299 402.75800 474.91101 474.91101
## 17 2017-11-25 475.67600 485.19199 461.05301 466.27600 466.27600
## 18 2017-11-26 465.97400 472.72299 451.60599 471.32999 471.32999
## 19 2017-11-27 471.53101 493.40500 468.48498 480.35501 480.35501
## 20 2017-11-28 480.51801 482.48001 466.34699 472.90201 472.90201
## 21 2017-11-29 473.28101 522.30701 425.07101 427.52301 427.52301
## 22 2017-11-30 431.21500 465.49701 401.24301 447.11401 447.11401
## 23 2017-12-01 445.20902 472.60901 428.31201 466.54001 466.54001
## 24 2017-12-02 466.85101 476.23901 456.65301 463.44900 463.44900
## 25 2017-12-03 463.70499 482.81399 451.85199 465.85300 465.85300
## 26 2017-12-04 466.05399 474.77701 453.31201 470.20401 470.20401
## 27 2017-12-05 470.29401 473.55801 457.66000 463.28101 463.28101
## 28 2017-12-06 462.60400 462.70801 420.20999 428.58801 428.58801
## 29 2017-12-07 426.36899 441.39700 414.41101 434.40799 434.40799
## 30 2017-12-08 434.98901 466.06201 422.36700 456.03101 456.03101
## 31 2017-12-09 457.34399 504.14700 456.25299 473.50201 473.50201
## 32 2017-12-10 472.78900 472.78900 429.51401 441.72101 441.72101
## 33 2017-12-11 440.35800 516.96899 439.10400 515.13599 515.13599
## 34 2017-12-12 522.28601 657.31799 504.49399 651.43103 651.43103
## 35 2017-12-13 644.90601 747.99298 597.79797 702.76703 702.76703
## 36 2017-12-14 700.59399 753.12097 664.98901 695.81598 695.81598
## 37 2017-12-15 696.37598 697.13202 621.06097 684.44800 684.44800
## 38 2017-12-16 686.19202 718.38501 680.78601 696.20898 696.20898
## 39 2017-12-17 696.23700 735.82501 696.23700 719.97498 719.97498
## 40 2017-12-18 721.73199 803.92798 689.23102 794.64502 794.64502
## 41 2017-12-19 793.90100 881.94397 785.34198 826.82300 826.82300
## 42 2017-12-20 827.51599 845.06201 756.00403 819.08600 819.08600
## 43 2017-12-21 820.23602 880.54303 792.68903 821.06299 821.06299
## 44 2017-12-22 822.64301 827.68298 543.76202 674.85999 674.85999
## 45 2017-12-23 681.31598 763.89502 679.73102 719.38702 719.38702
## 46 2017-12-24 721.76898 721.76898 614.92200 694.14801 694.14801
## 47 2017-12-25 698.87000 782.52100 698.87000 765.83398 765.83398
## 48 2017-12-26 763.37000 786.78998 760.93500 773.83600 773.83600
## 49 2017-12-27 774.96997 789.25299 738.41302 762.84198 762.84198
## 50 2017-12-28 762.20801 763.31897 701.18701 737.02301 737.02301
## 51 2017-12-29 740.38898 770.11700 729.60797 753.59198 753.59198
## 52 2017-12-30 753.81500 753.81500 685.23102 717.25702 717.25702
## 53 2017-12-31 712.21198 760.34802 710.11902 756.73297 756.73297
## 54 2018-01-01 755.75702 782.53003 742.00403 772.64099 772.64099
## 55 2018-01-02 772.34601 914.83002 772.34601 884.44397 884.44397
## 56 2018-01-03 886.00000 974.47101 868.45099 962.71997 962.71997
## 57 2018-01-04 961.71301 1045.07996 946.08600 980.92200 980.92200
## 58 2018-01-05 975.75000 1075.39001 956.32501 997.71997 997.71997
## 59 2018-01-06 995.15399 1060.70996 994.62201 1041.68005 1041.68005
## 60 2018-01-07 1043.01001 1153.17004 1043.01001 1153.17004 1153.17004
## 61 2018-01-08 1158.26001 1266.93005 1016.04999 1148.53003 1148.53003
## 62 2018-01-09 1146.00000 1320.97998 1145.48999 1299.73999 1299.73999
## 63 2018-01-10 1300.33997 1417.38000 1226.59998 1255.81995 1255.81995
## 64 2018-01-11 1268.08997 1337.30005 1135.17004 1154.93005 1154.93005
## 65 2018-01-12 1158.29004 1296.04004 1120.08997 1273.19995 1273.19995
## 66 2018-01-13 1270.46997 1432.88000 1270.46997 1396.42004 1396.42004
## 67 2018-01-14 1397.47998 1400.56006 1286.20996 1366.77002 1366.77002
## 68 2018-01-15 1365.20996 1390.58997 1290.59998 1291.92004 1291.92004
## 69 2018-01-16 1292.63000 1292.63000 875.54498 1053.68994 1053.68994
## 70 2018-01-17 1061.33997 1090.22998 780.92200 1014.25000 1014.25000
## 71 2018-01-18 1016.44000 1100.31006 967.75897 1036.28003 1036.28003
## 72 2018-01-19 1028.81995 1093.21997 1003.71002 1039.09998 1039.09998
## 73 2018-01-20 1044.94995 1167.10999 1044.94995 1155.15002 1155.15002
## 74 2018-01-21 1155.68005 1155.68005 1021.50000 1049.57996 1049.57996
## 75 2018-01-22 1055.34998 1089.09998 930.74103 1003.26001 1003.26001
## 76 2018-01-23 1004.16998 1023.22998 920.53998 986.22900 986.22900
## 77 2018-01-24 987.47699 1062.43994 965.80798 1058.78003 1058.78003
## 78 2018-01-25 1063.21997 1104.66003 1034.73999 1056.03003 1056.03003
## 79 2018-01-26 1052.69995 1080.59998 996.78400 1055.17004 1055.17004
## 80 2018-01-27 1055.75000 1121.97998 1042.12000 1107.06995 1107.06995
## 81 2018-01-28 1111.78003 1257.77002 1111.78003 1246.01001 1246.01001
## 82 2018-01-29 1246.69995 1256.69995 1169.07996 1182.35999 1182.35999
## 83 2018-01-30 1184.13000 1184.63000 1058.96997 1071.13000 1071.13000
## 84 2018-01-31 1071.08997 1128.66003 1034.50000 1118.31006 1118.31006
## 85 2018-02-01 1119.37000 1161.34998 984.81897 1036.79004 1036.79004
## 86 2018-02-02 1035.77002 1035.77002 757.97998 915.78497 915.78497
## 87 2018-02-03 919.21100 991.94299 847.69000 964.01898 964.01898
## 88 2018-02-04 964.66699 969.03198 805.06403 834.68201 834.68201
## 89 2018-02-05 834.95801 856.64600 644.59900 697.95099 697.95099
## 90 2018-02-06 707.73700 796.43903 574.41901 793.12201 793.12201
## 91 2018-02-07 790.42798 851.20001 723.43298 757.06799 757.06799
## 92 2018-02-08 755.84302 845.08600 755.84302 817.80701 817.80701
## 93 2018-02-09 818.47998 884.00403 788.83398 883.86499 883.86499
## 94 2018-02-10 882.46698 917.40002 825.57703 860.41498 860.41498
## 95 2018-02-11 859.28802 859.28802 788.22199 814.65997 814.65997
## 96 2018-02-12 817.50800 875.93701 817.50800 868.70697 868.70697
## 97 2018-02-13 869.29303 870.70898 828.83698 845.25800 845.25800
## 98 2018-02-14 844.27899 926.42902 844.27899 923.56097 923.56097
## 99 2018-02-15 923.72803 951.94800 911.11102 936.97601 936.97601
## 100 2018-02-16 934.78601 950.00500 917.84802 944.21002 944.21002
## 101 2018-02-17 944.74799 976.59497 940.75403 974.11499 974.11499
## 102 2018-02-18 973.34900 982.93298 915.44501 923.92102 923.92102
## 103 2018-02-19 921.66803 957.77698 921.55402 943.86499 943.86499
## 104 2018-02-20 943.56702 965.26501 892.95398 895.37097 895.37097
## 105 2018-02-21 894.13501 912.37500 830.56299 849.97101 849.97101
## 106 2018-02-22 849.26202 875.92602 802.66803 812.84497 812.84497
## 107 2018-02-23 811.58502 886.31799 794.79102 864.18903 864.18903
## 108 2018-02-24 861.59302 879.53101 818.54999 840.51501 840.51501
## 109 2018-02-25 839.45898 853.14600 822.38098 844.81000 844.81000
## 110 2018-02-26 845.27801 880.39203 842.31897 869.31500 869.31500
## 111 2018-02-27 870.36499 896.25897 867.09699 878.26501 878.26501
## 112 2018-02-28 877.93402 890.10797 855.12402 855.19898 855.19898
## 113 2018-03-01 856.01202 880.30200 851.91998 872.20001 872.20001
## 114 2018-03-02 871.76398 876.37799 852.42200 856.85303 856.85303
## 115 2018-03-03 856.71100 868.45398 855.20697 857.22498 857.22498
## 116 2018-03-04 856.18597 867.95001 840.28003 866.67798 866.67798
## 117 2018-03-05 866.84601 869.91998 853.52002 853.68402 853.68402
## 118 2018-03-06 853.81702 853.81702 809.93103 816.95099 816.95099
## 119 2018-03-07 816.27100 825.60699 726.54700 752.83099 752.83099
## 120 2018-03-08 752.57001 773.76703 696.16901 704.59601 704.59601
## 121 2018-03-09 702.19702 729.15601 648.10699 728.91602 728.91602
## 122 2018-03-10 730.15997 748.03101 682.69501 686.89001 686.89001
## 123 2018-03-11 685.31201 735.83099 668.12299 723.33899 723.33899
## 124 2018-03-12 724.40601 742.51398 683.26801 699.83099 699.83099
## 125 2018-03-13 698.15301 713.73499 682.34998 690.82703 690.82703
## 126 2018-03-14 691.21899 702.78400 594.09998 614.29102 614.29102
## 127 2018-03-15 614.83899 620.61603 579.50500 611.30402 611.30402
## 128 2018-03-16 611.77801 623.16803 587.86200 601.66602 601.66602
## 129 2018-03-17 601.67798 609.15100 549.09601 552.77899 552.77899
## 130 2018-03-18 551.64001 551.64001 460.08801 538.64398 538.64398
## 131 2018-03-19 546.62598 558.09998 519.12299 556.72601 556.72601
## 132 2018-03-20 556.72199 567.09003 521.20398 557.17499 557.17499
## 133 2018-03-21 559.09998 589.60699 550.57202 561.73199 561.73199
## 134 2018-03-22 562.10303 577.56598 523.08899 539.70203 539.70203
## 135 2018-03-23 539.86401 540.48700 512.12701 539.61902 539.61902
## 136 2018-03-24 542.57202 545.38202 526.08002 526.43903 526.43903
## 137 2018-03-25 522.70300 535.82098 515.65900 524.28699 524.28699
## 138 2018-03-26 524.28699 526.37903 470.44000 489.95099 489.95099
## 139 2018-03-27 489.59000 491.45902 449.97101 450.11600 450.11600
## 140 2018-03-28 450.29098 466.21100 444.86099 446.27899 446.27899
## 141 2018-03-29 448.07501 450.81299 385.81299 385.96799 385.96799
## 142 2018-03-30 385.90500 409.92899 368.63300 394.64499 394.64499
## 143 2018-03-31 395.00400 418.46799 392.95300 396.45700 396.45700
## 144 2018-04-01 397.25400 400.52801 363.80499 379.60699 379.60699
## 145 2018-04-02 379.69900 395.17099 377.59299 386.42499 386.42499
## 146 2018-04-03 387.31201 418.96799 383.53201 416.89301 416.89301
## 147 2018-04-04 416.48498 417.47199 375.31000 380.54300 380.54300
## 148 2018-04-05 379.94699 387.71600 369.81601 383.23199 383.23199
## 149 2018-04-06 382.73099 385.19501 366.91101 370.28500 370.28500
## 150 2018-04-07 370.38000 393.05899 369.93601 385.31399 385.31399
## 151 2018-04-08 385.74301 402.59000 385.60199 400.50800 400.50800
## 152 2018-04-09 400.85699 429.25101 390.60998 398.52600 398.52600
## 153 2018-04-10 399.41101 415.88800 393.87900 414.24301 414.24301
## 154 2018-04-11 415.02399 430.54001 412.47101 430.54001 430.54001
## 155 2018-04-12 430.16101 493.05801 417.41299 492.94101 492.94101
## 156 2018-04-13 493.16000 526.46997 482.65900 492.73498 492.73498
## 157 2018-04-14 492.57999 512.02399 488.27899 501.47800 501.47800
## 158 2018-04-15 502.88000 531.70203 502.88000 531.70203 531.70203
## 159 2018-04-16 532.07398 534.19702 500.25000 511.14700 511.14700
## 160 2018-04-17 511.14499 518.03101 502.56399 502.89401 502.89401
## 161 2018-04-18 503.30899 525.09198 503.04501 524.78900 524.78900
## 162 2018-04-19 524.03802 567.88898 523.26202 567.88898 567.88898
## 163 2018-04-20 567.98901 618.71503 560.28302 615.71802 615.71802
## 164 2018-04-21 616.00403 621.88800 578.54999 605.39502 605.39502
## 165 2018-04-22 606.11902 640.76703 593.86902 621.85999 621.85999
## 166 2018-04-23 621.19898 646.70001 621.03497 642.54797 642.54797
## 167 2018-04-24 643.39801 708.87500 643.39801 708.15802 708.15802
## 168 2018-04-25 707.06201 707.06201 600.21198 615.41602 615.41602
## 169 2018-04-26 618.07898 663.18103 604.00702 662.80902 662.80902
## 170 2018-04-27 662.10901 684.86798 647.03198 647.03198 647.03198
## 171 2018-04-28 644.64600 691.44202 644.64600 683.67798 683.67798
## 172 2018-04-29 683.91199 697.75598 670.51300 688.88098 688.88098
## 173 2018-04-30 689.76099 694.43903 666.11700 669.92401 669.92401
## 174 2018-05-01 670.46301 674.40301 637.53998 673.61298 673.61298
## 175 2018-05-02 674.07501 688.84198 667.41998 687.14899 687.14899
## 176 2018-05-03 686.59100 784.34100 686.59100 779.54303 779.54303
## 177 2018-05-04 776.77502 803.74597 762.63202 785.62402 785.62402
## 178 2018-05-05 784.58301 827.45502 784.23700 816.12000 816.12000
## 179 2018-05-06 816.08801 835.05701 764.88300 792.31097 792.31097
## 180 2018-05-07 793.33899 795.75800 710.17798 753.72498 753.72498
## 181 2018-05-08 755.00897 774.24902 728.12903 752.85699 752.85699
## 182 2018-05-09 752.90198 759.52899 718.47199 752.27502 752.27502
## 183 2018-05-10 752.57898 766.74799 726.66400 727.27698 727.27698
## 184 2018-05-11 727.01300 736.97699 669.82501 679.58600 679.58600
## 185 2018-05-12 679.87701 691.41101 644.06598 686.04797 686.04797
## 186 2018-05-13 687.17499 741.31201 675.31897 733.49597 733.49597
## 187 2018-05-14 732.73297 742.16998 695.79199 730.54901 730.54901
## 188 2018-05-15 731.14301 739.05200 700.99500 708.87097 708.87097
## 189 2018-05-16 708.08698 710.20001 682.54102 707.04999 707.04999
## 190 2018-05-17 708.71802 718.83301 668.83398 672.65698 672.65698
## 191 2018-05-18 672.10199 695.03101 663.80902 694.36700 694.36700
## 192 2018-05-19 695.07202 715.57800 686.79102 696.53003 696.53003
## 193 2018-05-20 697.92297 723.75299 692.66901 715.36902 715.36902
## 194 2018-05-21 717.19299 719.27801 692.49402 699.22199 699.22199
## 195 2018-05-22 700.17798 700.97601 644.02600 647.74103 647.74103
## 196 2018-05-23 646.66998 651.63599 572.95203 583.58502 583.58502
## 197 2018-05-24 584.53601 610.81799 557.20599 601.75500 601.75500
## 198 2018-05-25 602.14001 617.18597 575.62402 586.73401 586.73401
## 199 2018-05-26 587.42602 606.17499 583.51202 587.28003 587.28003
## 200 2018-05-27 588.52002 590.32800 562.86603 572.66803 572.66803
## 201 2018-05-28 573.04498 576.04901 512.55200 516.03601 516.03601
## 202 2018-05-29 516.14801 572.26398 516.14801 565.38800 565.38800
## 203 2018-05-30 566.83002 583.13599 545.43103 559.59003 559.59003
## 204 2018-05-31 558.49701 585.53802 557.06598 577.64502 577.64502
## 205 2018-06-01 578.67200 589.09302 567.66498 580.04303 580.04303
## 206 2018-06-02 580.42902 597.07703 577.32202 591.80798 591.80798
## 207 2018-06-03 591.25897 624.51300 591.25897 618.32898 618.32898
## 208 2018-06-04 619.43701 623.42902 583.74701 592.98499 592.98499
## 209 2018-06-05 593.40601 611.33002 580.98199 609.30298 609.30298
## 210 2018-06-06 610.26202 611.64301 596.39600 607.12402 607.12402
## 211 2018-06-07 607.68701 616.14398 601.69299 605.18701 605.18701
## 212 2018-06-08 605.44299 608.81097 595.59302 601.07703 601.07703
## 213 2018-06-09 600.90503 608.58301 597.56201 597.56201 597.56201
## 214 2018-06-10 594.34497 594.34497 511.88901 526.47900 526.47900
## 215 2018-06-11 524.85699 536.85797 515.26898 533.28400 533.28400
## 216 2018-06-12 532.71002 538.95502 491.23498 496.84299 496.84299
## 217 2018-06-13 498.01801 501.90500 459.00400 477.49399 477.49399
## 218 2018-06-14 478.38101 523.54498 467.46600 519.74200 519.74200
## 219 2018-06-15 520.47998 521.30499 487.46899 491.00400 491.00400
## 220 2018-06-16 490.41400 503.22299 488.85101 499.64200 499.64200
## 221 2018-06-17 499.45999 507.64099 498.64801 500.44800 500.44800
## 222 2018-06-18 499.38300 521.79602 494.06601 518.89099 518.89099
## 223 2018-06-19 519.02301 542.35303 516.31201 537.95697 537.95697
## 224 2018-06-20 538.50598 541.01501 519.36902 536.26801 536.26801
## 225 2018-06-21 536.44702 543.71698 524.25897 527.36700 527.36700
## 226 2018-06-22 527.19397 527.19397 456.87701 465.81699 465.81699
## 227 2018-06-23 466.27399 479.12900 462.39301 474.51999 474.51999
## 228 2018-06-24 474.76801 475.35901 426.46899 457.67200 457.67200
## 229 2018-06-25 455.93601 470.34399 448.89600 460.31000 460.31000
## 230 2018-06-26 460.73300 461.21301 432.77200 432.77200 432.77200
## 231 2018-06-27 432.24399 444.24301 424.83899 442.36499 442.36499
## 232 2018-06-28 442.29001 443.61801 419.68301 422.36499 422.36499
## 233 2018-06-29 422.58701 441.79300 407.94699 436.00900 436.00900
## 234 2018-06-30 436.20902 458.79700 436.20902 455.17999 455.17999
## 235 2018-07-01 455.24200 457.13901 446.38501 453.91800 453.91800
## 236 2018-07-02 453.82400 479.13000 447.11099 475.34699 475.34699
## 237 2018-07-03 475.38599 483.85400 462.58200 464.19501 464.19501
## 238 2018-07-04 464.15100 481.43601 455.18500 467.31799 467.31799
## 239 2018-07-05 467.28699 483.22501 464.62900 474.41199 474.41199
## 240 2018-07-06 474.35699 479.65201 457.61499 474.01199 474.01199
## 241 2018-07-07 474.05701 491.66000 466.83600 491.66000 491.66000
## 242 2018-07-08 492.06799 503.19900 488.41699 489.11899 489.11899
## 243 2018-07-09 488.87799 490.85199 475.17499 476.68201 476.68201
## 244 2018-07-10 476.16199 478.31799 433.95999 434.42401 434.42401
## 245 2018-07-11 434.51502 447.31601 429.50699 446.51801 446.51801
## 246 2018-07-12 446.50201 446.50201 422.81000 430.07400 430.07400
## 247 2018-07-13 430.74100 442.36301 430.74100 434.02701 434.02701
## 248 2018-07-14 434.51099 439.43399 431.47400 436.08600 436.08600
## 249 2018-07-15 435.88300 454.00101 433.92099 449.85001 449.85001
## 250 2018-07-16 450.42499 480.65799 446.79800 480.65799 480.65799
## 251 2018-07-17 480.07700 508.78000 468.91501 501.00201 501.00201
## 252 2018-07-18 500.83801 513.43298 474.35901 480.51300 480.51300
## 253 2018-07-19 480.62799 483.23999 465.14200 469.61899 469.61899
## 254 2018-07-20 469.30701 469.30701 443.69299 450.69800 450.69800
## 255 2018-07-21 450.67899 468.08301 445.77600 462.43601 462.43601
## 256 2018-07-22 462.43799 470.89801 458.11899 459.65701 459.65701
## 257 2018-07-23 459.43899 469.76599 449.72800 450.85300 450.85300
## 258 2018-07-24 451.13599 481.14200 450.56500 479.37299 479.37299
## 259 2018-07-25 479.90601 482.86801 466.47400 472.49301 472.49301
## 260 2018-07-26 472.33099 483.69601 461.42401 464.03699 464.03699
## 261 2018-07-27 464.00900 473.22199 458.29098 469.66598 469.66598
## 262 2018-07-28 469.67801 471.59399 462.98901 466.89801 466.89801
## 263 2018-07-29 466.91501 470.35599 462.71201 466.66501 466.66501
## 264 2018-07-30 466.82700 467.95200 448.64099 457.08099 457.08099
## 265 2018-07-31 457.24500 457.24500 430.44400 433.86700 433.86700
## 266 2018-08-01 433.86899 435.45700 410.46399 420.74701 420.74701
## 267 2018-08-02 420.80600 425.03400 410.30899 412.62100 412.62100
## 268 2018-08-03 412.56699 420.54901 399.91000 418.26199 418.26199
## 269 2018-08-04 418.23700 420.18601 403.77600 407.25201 407.25201
## 270 2018-08-05 407.34601 413.71600 402.43201 410.51599 410.51599
## 271 2018-08-06 410.56699 414.54001 403.31500 406.65799 406.65799
## 272 2018-08-07 406.80100 411.40500 376.07700 380.21500 380.21500
## 273 2018-08-08 379.89200 380.67099 353.73401 356.61301 356.61301
## 274 2018-08-09 356.97101 370.94601 353.61401 365.58801 365.58801
## 275 2018-08-10 365.77600 367.04501 329.58600 334.17600 334.17600
## 276 2018-08-11 334.26401 334.26401 308.48801 322.11200 322.11200
## 277 2018-08-12 320.82300 328.59000 318.60199 319.57001 319.57001
## 278 2018-08-13 320.20999 323.55100 284.93399 286.49500 286.49500
## 279 2018-08-14 286.36499 286.36499 254.64999 278.93201 278.93201
## 280 2018-08-15 280.38699 303.59000 280.11899 282.36401 282.36401
## 281 2018-08-16 282.74100 298.47601 280.92801 288.04599 288.04599
## 282 2018-08-17 287.68301 316.17001 287.34601 315.72900 315.72900
## 283 2018-08-18 316.79098 320.44601 286.55100 295.81201 295.81201
## 284 2018-08-19 295.67001 307.09799 291.33200 300.83402 300.83402
## 285 2018-08-20 301.38101 304.37201 273.51099 274.31500 274.31500
## 286 2018-08-21 273.33099 285.97000 273.33099 281.94400 281.94400
## 287 2018-08-22 281.96799 297.48599 264.99799 271.34100 271.34100
## 288 2018-08-23 271.74799 279.54599 271.09000 277.10400 277.10400
## 289 2018-08-24 278.11099 283.30200 273.85998 282.96701 282.96701
## 290 2018-08-25 283.28101 283.51502 278.47101 279.64600 279.64600
## 291 2018-08-26 279.52499 279.52499 272.44400 275.19699 275.19699
## 292 2018-08-27 275.35001 285.60300 273.64999 285.60300 285.60300
## 293 2018-08-28 286.64899 297.39999 283.57199 296.49899 296.49899
## 294 2018-08-29 296.16299 297.07101 287.28699 289.31201 289.31201
## 295 2018-08-30 289.75299 291.24301 275.21100 284.10501 284.10501
## 296 2018-08-31 284.12000 284.55100 278.51300 283.00400 283.00400
## 297 2018-09-01 283.49600 301.14401 283.49600 295.34100 295.34100
## 298 2018-09-02 295.45300 298.68601 290.92600 294.37100 294.37100
## 299 2018-09-03 295.18100 295.59100 287.43201 289.25900 289.25900
## 300 2018-09-04 289.29700 291.57999 284.25500 285.72299 285.72299
## 301 2018-09-05 286.04501 288.16299 232.33099 232.33099 232.33099
## 302 2018-09-06 231.64800 231.75501 218.12300 230.21500 230.21500
## 303 2018-09-07 229.53500 233.89600 217.07500 217.20300 217.20300
## 304 2018-09-08 217.91200 220.36700 193.25900 197.95100 197.95100
## 305 2018-09-09 198.38500 207.66600 188.30600 196.92400 196.92400
## 306 2018-09-10 197.85100 201.88300 189.58400 197.07899 197.07899
## 307 2018-09-11 198.17700 198.50600 180.59599 185.06599 185.06599
## 308 2018-09-12 185.42300 185.58701 170.25700 183.33099 183.33099
## 309 2018-09-13 183.67900 214.00200 183.67900 211.35400 211.35400
## 310 2018-09-14 212.66901 222.79401 204.87100 211.74899 211.74899
## 311 2018-09-15 209.81400 226.60400 209.60600 223.07400 223.07400
## 312 2018-09-16 222.80299 222.80299 211.11800 220.58900 220.58900
## 313 2018-09-17 221.58200 224.26100 195.30800 197.87500 197.87500
## 314 2018-09-18 197.09500 213.35700 195.93401 209.97501 209.97501
## 315 2018-09-19 209.47200 213.87100 201.65601 209.96899 209.96899
## 316 2018-09-20 210.28799 224.81799 207.78900 224.59100 224.59100
## 317 2018-09-21 225.25101 248.38800 221.56700 246.58400 246.58400
## 318 2018-09-22 247.33701 251.19600 233.81000 240.48000 240.48000
## 319 2018-09-23 240.99200 247.46400 237.85700 244.33000 244.33000
## 320 2018-09-24 244.84399 245.10800 227.49000 228.73000 228.73000
## 321 2018-09-25 228.32700 228.32700 206.49000 218.50501 218.50501
## 322 2018-09-26 218.64700 221.43700 209.11301 215.84700 215.84700
## 323 2018-09-27 215.44000 230.60700 212.65401 228.49400 228.49400
## 324 2018-09-28 229.04100 231.74800 218.66901 222.40199 222.40199
## 325 2018-09-29 221.70500 234.01401 216.07800 231.63500 231.63500
## 326 2018-09-30 231.32899 236.98599 228.44501 232.84801 232.84801
## 327 2018-10-01 233.22000 234.14500 226.94501 230.76800 230.76800
## 328 2018-10-02 231.10001 231.16701 225.83800 227.18100 227.18100
## 329 2018-10-03 226.40700 226.45799 213.97099 220.48900 220.48900
## 330 2018-10-04 220.44600 226.14800 220.09000 222.21800 222.21800
## 331 2018-10-05 222.26700 228.31900 220.95700 227.60100 227.60100
## 332 2018-10-06 227.55200 227.92600 224.24600 225.11999 225.11999
## 333 2018-10-07 225.43500 226.36999 222.99600 226.11900 226.11900
## 334 2018-10-08 226.50900 230.76500 224.55701 229.25501 229.25501
## 335 2018-10-09 229.71001 230.16100 226.40100 227.98200 227.98200
## 336 2018-10-10 227.61500 227.70700 224.49499 225.76900 225.76900
## 337 2018-10-11 225.61000 225.61000 189.28301 189.49899 189.49899
## 338 2018-10-12 188.70700 199.40100 188.70700 196.72700 196.72700
## 339 2018-10-13 196.36400 201.27901 196.36400 199.84100 199.84100
## 340 2018-10-14 199.69099 201.82700 195.24300 195.71500 195.71500
## 341 2018-10-15 195.27000 222.11800 194.15900 209.70399 209.70399
## 342 2018-10-16 209.62801 212.17300 207.98399 210.11999 210.11999
## 343 2018-10-17 210.21699 211.12500 205.92799 207.08299 207.08299
## 344 2018-10-18 207.40401 208.47000 201.74300 203.35200 203.35200
## 345 2018-10-19 203.25700 204.66299 201.84399 203.72700 203.72700
## 346 2018-10-20 203.51500 206.22200 203.08501 205.42999 205.42999
## 347 2018-10-21 205.39000 208.15500 204.62100 205.14200 205.14200
## 348 2018-10-22 205.17400 206.93201 203.37700 204.04401 204.04401
## 349 2018-10-23 204.01601 205.15100 201.91100 204.33600 204.33600
## 350 2018-10-24 204.12700 205.58099 203.35400 203.85200 203.85200
## 351 2018-10-25 203.86800 204.13200 201.82300 202.71899 202.71899
## 352 2018-10-26 202.33600 204.78000 201.55100 203.32899 203.32899
## 353 2018-10-27 203.35600 206.08200 203.12601 204.21001 204.21001
## 354 2018-10-28 204.51000 205.91901 203.52300 205.36600 205.36600
## 355 2018-10-29 205.17400 205.59700 195.73399 197.24699 197.24699
## 356 2018-10-30 197.20300 198.12199 196.35100 197.55600 197.55600
## 357 2018-10-31 197.64900 198.33800 196.53101 197.38100 197.38100
## 358 2018-11-01 197.53700 203.75400 197.32800 198.87199 198.87199
## 359 2018-11-02 198.98200 201.26900 198.75501 200.63500 200.63500
## 360 2018-11-03 200.74000 200.74000 199.52499 200.18600 200.18600
## 361 2018-11-04 200.15801 211.27200 198.98599 207.48599 207.48599
## 362 2018-11-05 207.10001 210.81900 206.57300 209.09100 209.09100
## 363 2018-11-06 209.47400 218.45200 207.89400 218.45200 218.45200
## 364 2018-11-07 218.89900 221.65199 216.79601 217.18300 217.18300
## 365 2018-11-08 217.32700 218.33800 212.19900 212.23100 212.23100
## 366 2018-11-09 211.98700 213.31599 209.51500 210.07400 210.07400
## 367 2018-11-10 209.97501 213.85700 209.80499 212.53301 212.53301
## 368 2018-11-11 212.47900 212.99899 208.86800 211.34000 211.34000
## 369 2018-11-12 211.51300 212.62300 208.92400 210.41800 210.41800
## 370 2018-11-13 210.14900 210.51500 206.13500 206.82600 206.82600
## 371 2018-11-14 206.53400 207.04500 174.08400 181.39700 181.39700
## 372 2018-11-15 181.89900 184.25101 170.18900 180.80600 180.80600
## 373 2018-11-16 180.86500 181.35001 173.12601 175.17700 175.17700
## 374 2018-11-17 175.36000 175.85100 172.86900 174.00101 174.00101
## 375 2018-11-18 174.17500 179.15199 174.17500 177.06700 177.06700
## 376 2018-11-19 177.17900 177.17900 147.85100 149.17500 149.17500
## 377 2018-11-20 148.81100 151.25301 126.36000 130.33900 130.33900
## 378 2018-11-21 131.14200 138.89000 125.75800 136.70100 136.70100
## 379 2018-11-22 136.81100 137.74000 126.70600 126.70600 126.70600
## 380 2018-11-23 126.41900 127.02800 119.55900 123.29600 123.29600
## 381 2018-11-24 123.30400 126.78800 110.82500 113.49400 113.49400
## 382 2018-11-25 113.12600 118.88100 101.77000 116.45000 116.45000
## 383 2018-11-26 116.34300 118.20100 104.89300 108.33500 108.33500
## 384 2018-11-27 107.91300 111.84200 102.45200 110.01000 110.01000
## 385 2018-11-28 110.19800 126.04800 110.19800 122.43800 122.43800
## 386 2018-11-29 122.72155 123.22972 115.29769 117.54265 117.54265
## 387 2018-11-30 117.72810 119.42377 111.74496 113.17142 113.17142
## 388 2018-12-01 113.39776 120.84145 111.61912 118.63556 118.63556
## 389 2018-12-02 118.26815 120.56205 116.09204 116.38890 116.38890
## 390 2018-12-03 116.37876 116.61906 107.41566 108.92502 108.92502
## 391 2018-12-04 108.80316 113.14291 107.40272 110.21419 110.21419
## 392 2018-12-05 110.33552 110.59861 102.47555 102.47555 102.47555
## 393 2018-12-06 102.45059 104.10349 91.76105 91.76105 91.76105
## 394 2018-12-07 91.64983 96.08984 83.46972 93.29456 93.29456
## 395 2018-12-08 93.41008 97.05988 86.82567 92.15964 92.15964
## 396 2018-12-09 92.03543 98.90003 91.03128 95.14206 95.14206
## 397 2018-12-10 94.99217 96.25730 90.65425 91.68565 91.68565
## 398 2018-12-11 91.57893 92.78233 87.68841 88.94531 88.94531
## 399 2018-12-12 88.61070 92.24056 88.26356 90.59330 90.59330
## 400 2018-12-13 90.65523 91.11160 85.51831 86.53931 86.53931
## 401 2018-12-14 86.63036 87.14494 83.22648 84.30830 84.30830
## 402 2018-12-15 84.27969 85.34274 82.82989 84.44081 84.44081
## 403 2018-12-16 84.46941 87.56812 84.46941 85.26210 85.26210
## 404 2018-12-17 85.38211 96.80505 85.38211 95.13383 95.13383
## 405 2018-12-18 95.10804 101.32024 92.96852 101.11246 101.11246
## 406 2018-12-19 101.68385 108.54906 100.69146 101.26858 101.26858
## 407 2018-12-20 101.09044 117.17013 100.63996 116.21687 116.21687
## 408 2018-12-21 115.83540 119.09416 107.58479 109.49623 109.49623
## 409 2018-12-22 109.45594 116.75950 107.50317 116.75950 116.75950
## 410 2018-12-23 117.27389 133.07530 117.27389 130.76526 130.76526
## 411 2018-12-24 130.64166 157.66870 130.64166 140.23801 140.23801
## 412 2018-12-25 140.99759 140.99759 125.11329 129.84435 129.84435
## 413 2018-12-26 129.88882 136.67725 126.29291 131.86563 131.86563
## 414 2018-12-27 131.92358 132.67706 115.65010 116.57591 116.57591
## 415 2018-12-28 116.89820 137.64702 115.69313 137.64702 137.64702
## 416 2018-12-29 138.46878 147.03433 134.57018 138.01834 138.01834
## 417 2018-12-30 137.62746 140.68909 133.98233 139.85945 139.85945
## 418 2018-12-31 140.03107 140.18115 132.51939 133.36826 133.36826
## 419 2019-01-01 133.41815 141.39751 132.65071 140.81941 140.81941
## 420 2019-01-02 141.51952 156.92914 140.65096 155.04768 155.04768
## 421 2019-01-03 155.19604 155.86305 147.19836 149.13501 149.13501
## 422 2019-01-04 148.91289 156.87898 147.90710 154.58194 154.58194
## 423 2019-01-05 154.33742 160.82489 154.33742 155.63860 155.63860
## 424 2019-01-06 155.80423 159.37144 152.08592 157.74620 157.74620
## 425 2019-01-07 157.80949 158.45042 151.15073 151.69922 151.69922
## 426 2019-01-08 151.96755 153.62578 148.66954 150.35963 150.35963
## 427 2019-01-09 150.55469 153.62225 150.28838 150.80312 150.80312
## 428 2019-01-10 150.84351 152.14827 126.52937 128.62518 128.62518
## 429 2019-01-11 127.81396 130.16594 125.24494 127.54833 127.54833
## 430 2019-01-12 127.52808 128.66612 125.44675 125.96653 125.96653
## 431 2019-01-13 125.90723 126.26788 116.08597 116.89780 116.89780
## 432 2019-01-14 116.97910 130.85673 116.96756 129.06873 129.06873
## 433 2019-01-15 129.17268 130.74356 120.31152 122.03271 122.03271
## 434 2019-01-16 121.80924 127.11825 121.44141 123.54707 123.54707
## 435 2019-01-17 123.57354 124.27072 120.81703 123.74192 123.74192
## 436 2019-01-18 123.65466 123.84169 120.24190 121.01026 121.01026
## 437 2019-01-19 121.61443 125.90423 121.16103 124.51902 124.51902
## 438 2019-01-20 124.63240 125.07039 118.70232 119.47483 119.47483
## 439 2019-01-21 119.63646 119.71544 116.15744 117.15785 117.15785
## 440 2019-01-22 117.11076 119.66434 114.67668 118.74755 118.74755
## 441 2019-01-23 118.71381 119.42280 116.37665 117.45261 117.45261
## 442 2019-01-24 117.46278 118.03210 116.00680 117.36289 117.36289
## 443 2019-01-25 117.59495 117.80299 115.83015 116.37834 116.37834
## 444 2019-01-26 116.37353 118.08411 115.98058 116.48874 116.48874
## 445 2019-01-27 116.51032 116.68541 113.40529 113.40529 113.40529
## 446 2019-01-28 113.28523 113.68823 103.33646 106.58997 106.58997
## 447 2019-01-29 106.72195 107.16579 103.99923 105.59821 105.59821
## 448 2019-01-30 105.40720 109.45298 104.84380 108.90754 108.90754
## 449 2019-01-31 108.90077 110.45836 106.52535 107.06101 107.06101
## 450 2019-02-01 107.14768 108.63871 105.04650 107.60979 107.60979
## 451 2019-02-02 107.46641 110.65388 106.76402 110.43026 110.43026
## 452 2019-02-03 110.49032 110.82735 106.56399 107.49267 107.49267
## 453 2019-02-04 107.62582 108.70104 107.06742 107.82160 107.82160
## 454 2019-02-05 107.62817 108.13479 106.90990 107.44352 107.44352
## 455 2019-02-06 107.56930 107.56930 102.93456 104.91929 104.91929
## 456 2019-02-07 104.83578 106.05888 104.40913 104.53530 104.53530
## 457 2019-02-08 104.64505 119.80582 104.19443 119.26775 119.26775
## 458 2019-02-09 119.21411 120.68973 118.00040 119.43089 119.43089
## 459 2019-02-10 119.40897 124.85362 117.10577 124.80649 124.80649
## 460 2019-02-11 124.87154 124.87154 120.31175 121.29839 121.29839
## 461 2019-02-12 121.17857 123.46830 119.60002 122.57229 122.57229
## 462 2019-02-13 122.54429 125.55070 121.61249 122.55360 122.55360
## 463 2019-02-14 122.41698 124.45199 121.33489 121.39020 121.39020
## 464 2019-02-15 121.45370 123.66013 121.37192 122.10039 122.10039
## 465 2019-02-16 122.39645 124.13481 122.29530 123.26022 123.26022
## 466 2019-02-17 123.18208 134.46010 123.09161 133.59888 133.59888
## 467 2019-02-18 133.03255 147.68658 133.00194 146.09837 146.09837
## 468 2019-02-19 146.39882 149.92998 145.12846 145.34619 145.34619
## 469 2019-02-20 145.17273 149.55434 142.50212 149.55434 149.55434
## 470 2019-02-21 149.35233 149.35233 144.56381 146.13084 146.13084
## 471 2019-02-22 146.07326 149.26862 145.20654 149.09245 149.09245
## 472 2019-02-23 148.67662 159.12587 147.33105 158.79542 158.79542
## 473 2019-02-24 158.90240 165.54962 135.85266 135.85266 135.85266
## 474 2019-02-25 135.49973 142.52557 135.48384 139.82286 139.82286
## 475 2019-02-26 139.64609 139.97644 136.57960 138.08968 138.08968
## 476 2019-02-27 138.02957 141.33623 131.60292 136.12596 136.12596
## 477 2019-02-28 136.28308 138.84714 135.65759 136.74625 136.74625
## 478 2019-03-01 136.83624 138.99527 136.43478 136.44362 136.44362
## 479 2019-03-02 136.35008 137.18480 132.43639 134.20695 134.20695
## 480 2019-03-03 134.78612 135.84929 131.32886 132.24942 132.24942
## 481 2019-03-04 132.15788 132.72914 125.40270 127.77412 127.77412
## 482 2019-03-05 127.79295 138.22998 126.73530 137.82239 137.82239
## 483 2019-03-06 137.95874 139.96883 136.14592 138.78935 138.78935
## 484 2019-03-07 138.94238 140.85788 137.27313 138.03450 138.03450
## 485 2019-03-08 138.31136 139.49910 133.55769 135.12707 135.12707
## 486 2019-03-09 134.88756 139.11942 134.67712 137.96533 137.96533
## 487 2019-03-10 138.18050 138.27031 135.68568 136.75868 136.75868
## 488 2019-03-11 136.84953 137.35341 133.10280 133.83403 133.83403
## 489 2019-03-12 134.01285 135.27347 130.94415 134.44289 134.44289
## 490 2019-03-13 134.61177 134.61177 132.71973 133.26308 133.26308
## 491 2019-03-14 133.20390 135.18085 132.75008 133.71159 133.71159
## 492 2019-03-15 133.56715 138.39514 133.56715 137.69179 137.69179
## 493 2019-03-16 137.91196 144.55844 137.91196 142.39818 142.39818
## 494 2019-03-17 142.23830 142.37192 139.32352 140.00055 140.00055
## 495 2019-03-18 140.10486 142.26721 138.84155 139.37460 139.37460
## 496 2019-03-19 139.25401 140.98906 139.14302 140.51920 140.51920
## 497 2019-03-20 140.48471 140.94557 138.30704 140.68636 140.68636
## 498 2019-03-21 140.47849 141.00323 135.85542 136.63606 136.63606
## 499 2019-03-22 136.56226 138.79430 136.22861 137.18144 137.18144
## 500 2019-03-23 137.03987 139.38539 136.91202 138.23987 138.23987
## 501 2019-03-24 138.31535 138.37561 136.31375 136.98692 136.98692
## 502 2019-03-25 137.08136 137.69534 133.49016 135.03102 135.03102
## 503 2019-03-26 135.05432 135.46036 133.75734 135.46036 135.46036
## 504 2019-03-27 135.45436 141.07547 135.34166 140.98816 140.98816
## 505 2019-03-28 141.00584 141.00794 138.42517 139.41647 139.41647
## 506 2019-03-29 139.34320 142.54924 138.04511 142.49742 142.49742
## 507 2019-03-30 142.35915 149.61324 141.03174 142.09268 142.09268
## 508 2019-03-31 142.13922 142.18921 140.69737 141.51410 141.51410
## 509 2019-04-01 141.46549 142.73399 140.73756 141.83032 141.83032
## 510 2019-04-02 141.83952 165.22682 141.63646 163.96175 163.96175
## 511 2019-04-03 164.00864 178.32205 157.32214 161.45880 161.45880
## 512 2019-04-04 161.43176 164.92921 155.24110 158.05254 158.05254
## 513 2019-04-05 158.02000 167.22038 157.44395 165.51485 165.51485
## 514 2019-04-06 165.51125 172.51578 161.79947 165.94720 165.94720
## 515 2019-04-07 165.97725 175.21317 164.93210 174.53165 174.53165
## 516 2019-04-08 174.44968 184.37785 174.16100 180.25882 180.25882
## 517 2019-04-09 180.22212 180.25423 175.09175 176.11458 176.11458
## 518 2019-04-10 176.06784 183.13428 175.23038 177.33748 177.33748
## 519 2019-04-11 177.34276 177.48749 162.32062 165.49703 165.49703
## 520 2019-04-12 165.33521 166.12752 161.02974 164.73633 164.73633
## 521 2019-04-13 164.62285 166.36243 163.01186 164.51335 164.51335
## 522 2019-04-14 164.47609 168.59103 162.78148 167.83852 167.83852
## 523 2019-04-15 167.89748 168.81845 159.55574 161.57417 161.57417
## 524 2019-04-16 161.52655 167.66632 160.88875 167.62344 167.62344
## 525 2019-04-17 167.55370 168.93858 165.50189 166.95076 166.95076
## 526 2019-04-18 166.91321 175.36533 166.67212 173.81403 173.81403
## 527 2019-04-19 173.78789 173.97890 170.62021 173.70844 173.70844
## 528 2019-04-20 173.71881 176.70581 171.78883 173.75127 173.75127
## 529 2019-04-21 173.71541 174.42078 167.42859 170.04652 170.04652
## 530 2019-04-22 170.01749 173.06912 168.72955 171.87466 171.87466
## 531 2019-04-23 172.00722 176.85078 170.89676 171.44780 171.44780
## 532 2019-04-24 171.34953 171.57321 161.97669 165.82610 165.82610
## 533 2019-04-25 165.91473 166.51341 153.84700 154.45940 154.45940
## 534 2019-04-26 154.57944 158.02901 152.08568 156.34709 156.34709
## 535 2019-04-27 156.27086 160.58942 155.62189 158.43494 158.43494
## 536 2019-04-28 158.49977 159.56538 157.12552 157.29507 157.29507
## 537 2019-04-29 157.29106 158.33392 153.18652 155.20200 155.20200
## 538 2019-04-30 155.17278 162.43225 155.17278 162.16603 162.16603
## 539 2019-05-01 162.18655 164.06068 159.66022 160.81834 160.81834
## 540 2019-05-02 160.85358 162.93701 160.06070 162.12279 162.12279
## 541 2019-05-03 162.07516 170.06874 161.08063 167.95241 167.95241
## 542 2019-05-04 167.88722 170.64594 161.79143 164.02658 164.02658
## 543 2019-05-05 164.01526 165.39998 159.70065 163.45070 163.45070
## 544 2019-05-06 163.33798 175.76010 159.98819 172.65321 172.65321
## 545 2019-05-07 172.42728 180.39441 169.69472 169.79866 169.79866
## 546 2019-05-08 169.90420 172.18355 166.40924 170.94817 170.94817
## 547 2019-05-09 170.95187 172.88040 167.24788 170.28931 170.28931
## 548 2019-05-10 170.31297 175.88527 168.99142 173.14275 173.14275
## 549 2019-05-11 173.13931 203.46664 173.13931 194.30434 194.30434
## 550 2019-05-12 194.16303 201.88148 183.65393 187.32532 187.32532
## 551 2019-05-13 187.41792 205.09827 185.30591 196.84628 196.84628
## 552 2019-05-14 196.73828 217.87465 196.05481 217.14857 217.14857
## 553 2019-05-15 217.01012 247.44659 216.82211 247.15306 247.15306
## 554 2019-05-16 246.94196 275.39444 245.79529 264.01001 264.01001
## 555 2019-05-17 263.84836 266.97961 227.76743 243.76459 243.76459
## 556 2019-05-18 243.91130 246.36276 233.09985 234.59523 234.59523
## 557 2019-05-19 234.44946 263.74100 233.75867 261.29221 261.29221
## 558 2019-05-20 261.26749 261.55127 241.80365 251.86441 251.86441
## 559 2019-05-21 251.64784 262.10754 248.19630 255.21588 255.21588
## 560 2019-05-22 254.99532 258.80185 242.73048 244.69891 244.69891
## 561 2019-05-23 244.66511 247.61664 233.79309 245.96567 245.96567
## 562 2019-05-24 245.98709 255.25934 243.24010 249.48498 249.48498
## 563 2019-05-25 249.69405 257.35684 249.08879 251.75987 251.75987
## 564 2019-05-26 251.72479 269.16653 247.24539 267.06964 267.06964
## 565 2019-05-27 267.14188 278.50726 265.44470 272.86264 272.86264
## 566 2019-05-28 272.59049 274.32083 267.51437 271.76871 271.76871
## 567 2019-05-29 271.77905 273.75629 263.09140 269.45569 269.45569
## 568 2019-05-30 269.55188 287.20163 247.34860 255.85895 255.85895
## 569 2019-05-31 256.01526 268.65994 249.11185 268.11356 268.11356
## 570 2019-06-01 268.43335 273.55798 263.52460 265.39127 265.39127
## 571 2019-06-02 265.51273 272.80722 265.04187 270.22553 270.22553
## 572 2019-06-03 270.08856 270.33411 251.26219 252.60792 252.60792
## 573 2019-06-04 252.51164 252.51164 236.12721 241.33879 241.33879
## 574 2019-06-05 241.49704 248.13814 239.98346 247.05101 247.05101
## 575 2019-06-06 246.92525 249.94450 238.50111 249.47433 249.47433
## 576 2019-06-07 249.33528 254.35229 246.59790 250.93036 250.93036
## 577 2019-06-08 251.24931 252.37740 243.22911 245.73810 245.73810
## 578 2019-06-09 245.54048 245.97282 229.25743 233.08670 233.08670
## 579 2019-06-10 232.83014 247.66217 229.34177 247.52013 247.52013
## 580 2019-06-11 247.86212 248.66258 239.82535 245.78183 245.78183
## 581 2019-06-12 245.92549 261.01758 244.49132 260.90329 260.90329
## 582 2019-06-13 260.91351 262.16312 255.59628 256.16879 256.16879
## 583 2019-06-14 256.17966 265.37140 254.14743 264.08746 264.08746
## 584 2019-06-15 263.93414 271.50558 262.12122 269.01932 269.01932
## 585 2019-06-16 268.90115 278.14319 265.53534 269.22321 269.22321
## 586 2019-06-17 269.09058 275.44257 268.35379 274.35111 274.35111
## 587 2019-06-18 274.32025 274.32025 263.14444 265.05185 265.05185
## 588 2019-06-19 265.05685 270.33337 264.75479 269.43179 269.43179
## 589 2019-06-20 269.40787 274.07352 265.50046 271.69501 271.69501
## 590 2019-06-21 271.74310 295.30331 271.74310 294.91028 294.91028
## 591 2019-06-22 295.11508 315.18973 294.72824 309.38031 309.38031
## 592 2019-06-23 309.41669 318.56567 305.76459 307.82779 307.82779
## 593 2019-06-24 307.72214 312.32935 299.55954 310.42468 310.42468
## 594 2019-06-25 310.67862 318.12631 307.64316 318.12631 318.12631
## 595 2019-06-26 317.99258 361.39868 315.95486 336.75317 336.75317
## 596 2019-06-27 336.95990 343.43344 278.57324 294.26764 294.26764
## 597 2019-06-28 294.14304 313.03156 292.93982 311.22611 311.22611
## 598 2019-06-29 311.28442 322.04355 294.75385 320.05890 320.05890
## 599 2019-06-30 319.58405 322.78958 290.69598 290.69598 290.69598
## 600 2019-07-01 290.26849 301.02615 280.02283 293.64111 293.64111
## 601 2019-07-02 293.53726 295.65585 272.60257 291.59644 291.59644
## 602 2019-07-03 291.76462 303.34204 291.40164 303.09998 303.09998
## 603 2019-07-04 303.02508 303.96115 282.76575 284.52322 284.52322
## 604 2019-07-05 284.38092 293.92114 282.69470 287.99753 287.99753
## 605 2019-07-06 287.89383 295.99142 286.66586 287.54712 287.54712
## 606 2019-07-07 287.60361 310.13931 286.10919 305.70056 305.70056
## 607 2019-07-08 305.73477 314.26788 303.50046 313.25140 313.25140
## 608 2019-07-09 313.32517 318.22311 305.28583 308.88101 308.88101
## 609 2019-07-10 308.85129 313.06946 285.56580 290.00232 290.00232
## 610 2019-07-11 289.94598 290.02106 266.09467 268.70404 268.70404
## 611 2019-07-12 268.69226 278.85559 268.00003 276.27670 276.27670
## 612 2019-07-13 276.28912 276.68524 263.06827 269.45880 269.45880
## 613 2019-07-14 269.28162 269.64123 227.26921 227.57806 227.57806
## 614 2019-07-15 227.96506 235.02565 210.39127 229.77600 229.77600
## 615 2019-07-16 229.74866 234.51384 197.37790 199.18867 199.18867
## 616 2019-07-17 199.06679 217.97563 193.99042 211.48497 211.48497
## 617 2019-07-18 211.44461 229.23940 208.03773 226.56616 226.56616
## 618 2019-07-19 226.65770 226.94047 215.83824 221.33342 221.33342
## 619 2019-07-20 221.41266 234.19846 221.18948 229.11922 229.11922
## 620 2019-07-21 229.16769 229.86166 219.02776 225.63077 225.63077
## 621 2019-07-22 225.69865 226.86258 213.44838 217.56001 217.56001
## 622 2019-07-23 217.56847 218.51805 209.63812 212.72852 212.72852
## 623 2019-07-24 212.55382 217.53543 203.89340 217.04637 217.04637
## 624 2019-07-25 216.96912 224.25420 216.13515 219.61800 219.61800
## 625 2019-07-26 219.62813 220.23639 214.12569 219.62961 219.62961
## 626 2019-07-27 219.61763 223.51726 204.90393 207.40831 207.40831
## 627 2019-07-28 207.41377 212.04184 202.25290 211.18655 211.18655
## 628 2019-07-29 211.12366 213.93205 208.76431 211.26805 211.26805
## 629 2019-07-30 211.33920 213.61408 206.86762 210.52260 210.52260
## 630 2019-07-31 210.49242 218.65414 210.43791 218.65414 218.65414
## 631 2019-08-01 218.55460 218.81265 212.91450 217.80844 217.80844
## 632 2019-08-02 217.88446 222.18257 215.97583 217.87157 217.87157
## 633 2019-08-03 217.89555 224.62323 217.33174 222.49034 222.49034
## 634 2019-08-04 222.58081 224.22729 218.49217 222.66972 222.66972
## 635 2019-08-05 222.65088 235.63528 222.60388 234.21503 234.21503
## 636 2019-08-06 234.24559 239.11591 223.55118 226.02065 226.02065
## 637 2019-08-07 225.92529 229.65657 222.77545 226.39101 226.39101
## 638 2019-08-08 226.51848 226.77472 216.51625 220.94186 220.94186
## 639 2019-08-09 220.90865 221.36433 208.24597 210.48891 210.48891
## 640 2019-08-10 210.53017 213.73483 203.79311 206.73354 206.73354
## 641 2019-08-11 206.73224 216.59865 206.51080 216.09286 216.09286
## 642 2019-08-12 216.05591 216.14256 210.94649 211.28807 211.28807
## 643 2019-08-13 211.34270 211.38441 205.42250 208.70905 208.70905
## 644 2019-08-14 208.60399 209.06644 186.33192 186.60774 186.60774
## 645 2019-08-15 186.68350 189.46216 178.14256 188.50206 188.50206
## 646 2019-08-16 188.64426 188.90559 180.38484 185.44008 185.44008
## 647 2019-08-17 185.53166 186.70314 182.59389 185.68768 185.68768
## 648 2019-08-18 185.84109 197.52249 183.69225 194.49353 194.49353
## 649 2019-08-19 194.55603 203.56015 193.10825 203.09193 203.09193
## 650 2019-08-20 202.81314 203.01599 195.61954 196.56541 196.56541
## 651 2019-08-21 196.62169 197.02743 182.68918 186.89163 186.89163
## 652 2019-08-22 186.94124 194.41551 183.38452 191.33292 191.33292
## 653 2019-08-23 191.10687 195.90649 189.56232 194.70621 194.70621
## 654 2019-08-24 194.67163 194.78499 187.62726 191.28957 191.28957
## 655 2019-08-25 191.23479 192.16333 184.96475 186.84239 186.84239
## 656 2019-08-26 186.73555 193.44218 186.73555 188.92938 188.92938
## 657 2019-08-27 188.95006 188.96318 185.47293 187.51666 187.51666
## 658 2019-08-28 187.49550 187.93088 172.18561 173.88997 173.88997
## 659 2019-08-29 173.95869 173.99640 167.17090 169.51674 169.51674
## 660 2019-08-30 169.48929 170.77351 167.07141 168.83487 168.83487
## 661 2019-08-31 168.88789 174.32397 167.80258 172.46979 172.46979
## 662 2019-09-01 172.45840 173.69685 169.53128 171.62942 171.62942
## 663 2019-09-02 171.69760 180.14522 170.45169 178.34735 178.34735
## 664 2019-09-03 178.35776 182.34799 175.97017 179.49933 179.49933
## 665 2019-09-04 179.49199 180.13660 175.32536 175.99289 175.99289
## 666 2019-09-05 175.96628 176.16391 171.74683 174.21713 174.21713
## 667 2019-09-06 174.17223 177.71870 168.34134 169.95618 169.95618
## 668 2019-09-07 169.95528 180.85161 169.44412 178.26262 178.26262
## 669 2019-09-08 178.28259 182.97708 178.14250 181.35553 181.35553
## 670 2019-09-09 181.36249 184.14946 177.41936 181.14946 181.14946
## 671 2019-09-10 181.21284 184.06343 178.12242 179.78717 179.78717
## 672 2019-09-11 179.83949 181.75746 176.50092 178.72549 178.72549
## 673 2019-09-12 178.80377 181.99857 177.84732 181.01610 181.01610
## 674 2019-09-13 180.97559 181.49829 178.58205 181.10973 181.10973
## 675 2019-09-14 181.32158 188.44693 180.37221 188.10551 188.10551
## 676 2019-09-15 188.06844 190.39934 186.44733 189.78912 189.78912
## 677 2019-09-16 189.68933 198.20497 189.68933 197.11317 197.11317
## 678 2019-09-17 197.11476 213.73195 196.71549 208.60875 208.60875
## 679 2019-09-18 208.05060 216.71150 208.05060 211.39304 211.39304
## 680 2019-09-19 211.24724 222.87169 204.68578 221.28085 221.28085
## 681 2019-09-20 221.06963 221.59856 215.15964 218.05005 218.05005
## 682 2019-09-21 217.89739 220.95830 215.00017 215.51621 215.51621
## 683 2019-09-22 215.48656 216.08624 207.64493 211.54538 211.54538
## 684 2019-09-23 211.71321 211.84052 201.88724 201.92131 201.92131
## 685 2019-09-24 201.84209 203.50055 162.72778 168.11073 168.11073
## 686 2019-09-25 168.13358 174.71977 164.91348 170.89270 170.89270
## 687 2019-09-26 170.75691 171.69264 157.13032 166.72713 166.72713
## 688 2019-09-27 166.65170 175.61078 163.20950 174.71100 174.71100
## 689 2019-09-28 174.68083 175.77873 170.77396 174.57289 174.57289
## 690 2019-09-29 174.61275 175.21022 166.99770 170.50348 170.50348
## 691 2019-09-30 170.46135 179.87221 167.03661 179.87221 179.87221
## 692 2019-10-01 180.20912 185.04553 175.81265 177.34042 177.34042
## 693 2019-10-02 177.22406 180.82613 175.33427 180.71051 180.71051
## 694 2019-10-03 180.70371 180.79921 172.59987 175.19934 175.19934
## 695 2019-10-04 175.23843 178.55208 173.56409 176.98500 176.98500
## 696 2019-10-05 176.94632 177.71324 173.06957 176.35152 176.35152
## 697 2019-10-06 176.36438 177.36455 171.29977 173.05914 173.05914
## 698 2019-10-07 172.94034 182.35635 171.52782 181.18634 181.18634
## 699 2019-10-08 181.11336 184.35997 179.13339 182.02156 182.02156
## 700 2019-10-09 182.03630 194.30049 180.66844 193.29326 193.29326
## 701 2019-10-10 193.19107 193.89693 188.30647 191.65967 191.65967
## 702 2019-10-11 191.80107 195.31880 181.66183 182.56969 182.56969
## 703 2019-10-12 182.53403 186.30489 179.98483 180.82665 180.82665
## 704 2019-10-13 180.86131 185.07591 180.31715 182.07515 182.07515
## 705 2019-10-14 182.02847 187.30362 181.66228 186.96091 186.96091
## 706 2019-10-15 186.97705 187.75987 179.46278 181.40607 181.40607
## 707 2019-10-16 181.34374 181.66861 174.06416 176.01350 176.01350
## 708 2019-10-17 175.90689 178.89955 174.56583 178.02835 178.02835
## 709 2019-10-18 177.98856 178.17979 171.00505 173.62134 173.62134
## 710 2019-10-19 173.64944 175.60823 172.21545 172.91303 172.91303
## 711 2019-10-20 172.97476 176.71869 171.21072 175.53438 175.53438
## 712 2019-10-21 175.52475 177.74173 173.28775 174.92099 174.92099
## 713 2019-10-22 174.90506 175.65002 172.26623 172.30086 172.30086
## 714 2019-10-23 172.26280 172.42058 157.46343 162.40279 162.40279
## 715 2019-10-24 162.51411 164.14757 160.88796 162.16855 162.16855
## 716 2019-10-25 162.18971 183.00012 161.96602 181.52321 181.52321
## 717 2019-10-26 181.66707 195.94251 176.13380 179.83548 179.83548
## 718 2019-10-27 179.93263 188.15533 177.68236 184.24222 184.24222
## 719 2019-10-28 184.39751 187.88316 180.24956 182.66281 182.66281
## 720 2019-10-29 182.67038 191.84676 182.36436 190.34258 190.34258
## 721 2019-10-30 190.33640 191.11194 181.54637 184.69217 184.69217
## 722 2019-10-31 184.79762 188.75127 180.06836 183.96692 183.96692
## 723 2019-11-01 183.80370 185.05971 181.09450 183.96989 183.96989
## 724 2019-11-02 184.01816 185.70895 182.79767 183.92572 183.92572
## 725 2019-11-03 183.99483 185.02422 179.81815 182.42502 182.42502
## 726 2019-11-04 182.31903 188.02293 181.82161 186.35519 186.35519
## 727 2019-11-05 186.30931 191.25783 184.33199 189.30417 189.30417
## 728 2019-11-06 189.11350 193.54726 188.66768 191.59384 191.59384
## 729 2019-11-07 191.50430 191.86110 186.56700 187.97655 187.97655
## 730 2019-11-08 187.92427 188.81598 182.54137 184.21147 184.21147
## 731 2019-11-09 184.31172 185.83853 183.90224 185.02872 185.02872
## 732 2019-11-10 184.94336 190.92061 184.68678 189.47728 189.47728
## 733 2019-11-11 189.50293 190.33843 185.08632 185.48964 185.48964
## 734 2019-11-12 185.56483 187.94803 184.19106 186.84341 186.84341
## 735 2019-11-13 186.94244 189.33188 185.93794 188.25874 188.25874
## 736 2019-11-14 188.27251 188.63460 184.99229 185.99963 185.99963
## 737 2019-11-15 186.05817 186.25183 179.37956 180.52118 180.52118
## 738 2019-11-16 180.49910 184.15527 179.98567 183.34836 183.34836
## 739 2019-11-17 183.35083 188.19135 182.33681 185.11923 185.11923
## 740 2019-11-18 185.04146 186.92715 179.17551 180.55960 180.55960
## 741 2019-11-19 180.50246 182.52800 175.19711 177.45555 177.45555
## 742 2019-11-20 177.41528 178.99315 175.29044 175.69835 175.69835
## 743 2019-11-21 175.67360 176.20921 159.36513 161.46272 161.46272
## 744 2019-11-22 161.50589 163.02809 142.34410 150.26817 150.26817
## 745 2019-11-23 150.21222 154.10156 147.60124 153.41779 153.41779
## 746 2019-11-24 153.43053 153.96591 142.83470 142.83470 142.83470
## 747 2019-11-25 142.69701 150.20796 133.80234 146.47653 146.47653
## 748 2019-11-26 146.40431 150.00476 145.21687 148.96507 148.96507
## 749 2019-11-27 148.39682 154.88721 143.52560 153.01056 153.01056
## 750 2019-11-28 153.06924 156.61359 151.09113 151.71758 151.71758
## 751 2019-11-29 151.76860 156.84840 151.46043 155.30415 155.30415
## 752 2019-11-30 155.28641 156.69130 151.22534 152.53969 152.53969
## 753 2019-12-01 152.49193 152.49193 147.06793 151.18573 151.18573
## 754 2019-12-02 151.17548 152.11696 147.60680 149.05916 149.05916
## 755 2019-12-03 149.05824 150.31043 146.00168 147.95642 147.95642
## 756 2019-12-04 147.91838 150.68082 145.00089 146.74774 146.74774
## 757 2019-12-05 146.68649 153.15540 145.45908 149.24899 149.24899
## 758 2019-12-06 149.39648 149.67052 147.60652 149.19444 149.19444
## 759 2019-12-07 149.19760 149.79971 148.37477 148.76816 148.76816
## 760 2019-12-08 148.74368 152.39293 148.31334 151.26472 151.26472
## 761 2019-12-09 151.22440 151.91394 147.62137 148.22517 148.22517
## 762 2019-12-10 148.17986 148.56447 144.90796 146.26704 146.26704
## 763 2019-12-11 146.32065 147.13921 143.04536 143.60800 143.60800
## 764 2019-12-12 143.61566 145.75165 141.43698 145.60400 145.60400
## 765 2019-12-13 145.65569 145.85710 143.74652 144.94475 144.94475
## 766 2019-12-14 144.95342 145.52908 142.43455 142.86923 142.86923
## 767 2019-12-15 142.86499 143.92535 139.42696 143.11499 143.11499
## 768 2019-12-16 143.13953 143.22485 132.45666 133.61403 133.61403
## 769 2019-12-17 133.64719 134.01154 121.39508 122.60389 122.60389
## 770 2019-12-18 122.65684 133.39416 119.78006 133.09219 133.09219
## 771 2019-12-19 133.05278 134.19064 125.97166 129.32114 129.32114
## 772 2019-12-20 129.38437 129.75630 126.98535 129.06606 129.06606
## 773 2019-12-21 129.09596 129.14766 127.61209 128.13095 128.13095
## 774 2019-12-22 128.09813 133.16003 127.92849 132.37251 132.37251
## 775 2019-12-23 132.30699 134.73175 127.41672 128.61409 128.61409
## 776 2019-12-24 128.62926 131.67229 127.30877 129.06389 129.06389
## 777 2019-12-25 129.06850 129.06850 124.88549 126.45464 126.45464
## 778 2019-12-26 126.48633 130.89835 125.40644 126.36122 126.36122
## 779 2019-12-27 126.36880 128.09757 124.82081 127.21461 127.21461
## 780 2019-12-28 127.21301 130.25816 126.89970 128.32271 128.32271
## 781 2019-12-29 128.26688 136.81120 127.99766 134.75798 134.75798
## 782 2019-12-30 134.79652 136.75735 131.54556 132.63348 132.63348
## 783 2019-12-31 132.61227 133.73268 128.79816 129.61085 129.61085
## 784 2020-01-01 129.63066 132.83536 129.19829 130.80200 130.80200
## 785 2020-01-02 130.82004 130.82004 126.95491 127.41018 127.41018
## 786 2020-01-03 127.41126 134.55402 126.49002 134.17171 134.17171
## 787 2020-01-04 134.16852 136.05272 133.04056 135.06937 135.06937
## 788 2020-01-05 135.07210 139.41020 135.04562 136.27678 136.27678
## 789 2020-01-06 136.30554 144.32819 136.07964 144.30415 144.30415
## 790 2020-01-07 144.31200 145.00177 140.48888 143.54399 143.54399
## 791 2020-01-08 143.48782 146.82800 138.26820 141.25813 141.25813
## 792 2020-01-09 141.15578 141.39398 136.23640 138.97920 138.97920
## 793 2020-01-10 138.96704 144.16733 135.52040 143.96378 143.96378
## 794 2020-01-11 143.40910 146.48091 142.20796 142.92711 142.92711
## 795 2020-01-12 143.03255 146.14586 142.70764 145.87393 145.87393
## 796 2020-01-13 146.22014 146.79123 142.90714 144.22659 144.22659
## 797 2020-01-14 144.25105 167.68155 144.06493 165.95535 165.95535
## 798 2020-01-15 165.73462 170.42567 161.10962 166.23068 166.23068
## 799 2020-01-16 166.33283 167.05815 159.70964 164.39101 164.39101
## 800 2020-01-17 164.48938 173.06921 162.77560 170.77995 170.77995
## 801 2020-01-18 170.74773 178.52878 166.78902 175.36568 175.36568
## 802 2020-01-19 175.46759 177.24764 163.67686 166.96985 166.96985
## 803 2020-01-20 166.90413 169.11488 162.33160 167.12051 167.12051
## 804 2020-01-21 167.06047 169.91011 165.81972 169.69716 169.69716
## 805 2020-01-22 169.60854 171.00870 166.77423 168.29416 168.29416
## 806 2020-01-23 168.29570 168.31224 160.29532 162.92856 162.92856
## 807 2020-01-24 162.89937 164.30945 156.74974 163.05118 163.05118
## 808 2020-01-25 163.06729 163.22723 158.63248 161.28394 161.28394
## 809 2020-01-26 161.17682 168.22032 160.28113 168.07710 168.07710
## 810 2020-01-27 168.00885 172.92291 166.90109 170.93089 170.93089
## 811 2020-01-28 170.88486 176.37032 170.73807 176.37032 176.37032
## 812 2020-01-29 176.34788 178.84297 175.05034 175.05034 175.05034
## 813 2020-01-30 174.91771 186.26048 172.37463 184.69047 184.69047
## 814 2020-01-31 184.73691 185.40584 176.29681 180.16017 180.16017
## 815 2020-02-01 180.11377 183.84555 179.74518 183.67395 183.67395
## 816 2020-02-02 183.53250 193.08040 180.17395 188.61754 188.61754
## 817 2020-02-03 188.60741 193.43689 188.01270 189.86507 189.86507
## 818 2020-02-04 189.86173 191.11150 185.40363 189.25060 189.25060
## 819 2020-02-05 189.29910 206.80400 188.75269 204.23024 204.23024
## 820 2020-02-06 204.12970 214.59772 201.90407 212.33908 212.33908
## 821 2020-02-07 212.31589 223.14093 212.30420 222.72606 222.72606
## 822 2020-02-08 222.51097 226.58809 215.38629 223.14651 223.14651
## 823 2020-02-09 222.98224 229.86424 222.98224 228.57857 228.57857
## 824 2020-02-10 228.54913 229.18462 218.08005 223.52271 223.52271
## 825 2020-02-11 223.38493 236.54713 218.61762 235.85120 235.85120
## 826 2020-02-12 235.89822 272.39883 235.89627 265.40613 265.40613
## 827 2020-02-13 265.05270 273.74106 258.92252 268.09924 268.09924
## 828 2020-02-14 268.02328 285.05643 262.76251 284.21750 284.21750
## 829 2020-02-15 284.56131 287.12369 264.27966 264.72858 264.72858
## 830 2020-02-16 264.90405 272.88245 242.48441 259.89471 259.89471
## 831 2020-02-17 259.89056 266.87125 244.33533 266.36343 266.36343
## 832 2020-02-18 266.50882 283.19614 261.46390 281.94458 281.94458
## 833 2020-02-19 282.03629 283.53793 259.76398 259.76398 259.76398
## 834 2020-02-20 259.81986 263.69540 250.95126 257.94946 257.94946
## 835 2020-02-21 257.89111 267.00485 255.68909 265.60062 265.60062
## 836 2020-02-22 265.55158 266.38721 258.91315 262.33173 262.33173
## 837 2020-02-23 262.27841 273.75415 261.96051 273.75415 273.75415
## 838 2020-02-24 273.70508 275.53952 259.62515 265.21643 265.21643
## 839 2020-02-25 265.28339 265.43149 246.85899 247.81760 247.81760
## 840 2020-02-26 247.74020 249.64970 221.26656 225.68027 225.68027
## 841 2020-02-27 225.68704 237.22893 212.66452 226.75339 226.75339
## 842 2020-02-28 226.98761 234.20894 216.34621 226.76050 226.76050
## 843 2020-02-29 226.83345 232.25662 219.84851 219.84851 219.84851
## 844 2020-03-01 219.75269 226.67789 214.13043 218.97060 218.97060
## 845 2020-03-02 218.71162 232.81158 217.28429 230.56978 230.56978
## 846 2020-03-03 230.52397 232.32581 221.73267 224.47963 224.47963
## 847 2020-03-04 224.56534 228.04042 222.08888 224.51798 224.51798
## 848 2020-03-05 224.64189 234.36446 224.64189 229.26819 229.26819
## 849 2020-03-06 229.16843 243.55498 228.74358 243.52530 243.52530
## 850 2020-03-07 243.75020 249.97849 237.55129 237.85309 237.85309
## 851 2020-03-08 237.78069 237.78069 200.60298 200.68906 200.68906
## 852 2020-03-09 201.31850 207.45140 192.26990 201.98633 201.98633
## 853 2020-03-10 202.86395 205.71425 198.06450 200.76724 200.76724
## 854 2020-03-11 200.76804 202.95430 184.36215 194.86853 194.86853
## 855 2020-03-12 194.73892 195.14793 111.21071 112.34712 112.34712
## 856 2020-03-13 112.68999 137.42953 95.18430 133.20181 133.20181
## 857 2020-03-14 133.58247 134.48438 122.41447 123.30602 123.30602
## 858 2020-03-15 123.24606 132.24214 121.85365 125.21430 125.21430
## 859 2020-03-16 124.99612 124.99612 105.17144 110.60587 110.60587
## 860 2020-03-17 110.40678 118.98828 110.40678 113.94275 113.94275
## 861 2020-03-18 113.85764 116.02162 111.74311 114.84227 114.84227
## 862 2020-03-19 114.83983 140.52773 114.73286 136.59386 136.59386
## 863 2020-03-20 136.64928 150.85381 122.60566 132.73717 132.73717
## 864 2020-03-21 133.10176 135.97241 127.16376 132.81871 132.81871
## 865 2020-03-22 132.85113 136.15164 122.90933 123.32115 123.32115
## 866 2020-03-23 123.36598 134.91161 121.86788 134.91161 134.91161
## 867 2020-03-24 135.19414 141.94853 133.16878 138.76144 138.76144
## 868 2020-03-25 138.91496 141.40379 134.30423 136.19589 136.19589
## 869 2020-03-26 136.19067 138.83057 134.88603 138.36156 138.36156
## 870 2020-03-27 138.36993 139.90269 133.93794 133.93794 133.93794
## 871 2020-03-28 134.03275 134.03275 126.96219 130.98650 130.98650
## 872 2020-03-29 131.01533 131.17409 125.45005 125.58373 125.58373
## 873 2020-03-30 125.57790 133.91147 125.28968 132.90454 132.90454
## 874 2020-03-31 132.82092 134.27414 131.65289 133.59357 133.59357
## 875 2020-04-01 133.61232 135.63455 129.73094 135.63455 135.63455
## 876 2020-04-02 135.73218 146.78709 135.73218 142.02914 142.02914
## 877 2020-04-03 142.11046 146.89987 139.61938 142.09131 142.09131
## 878 2020-04-04 142.21518 145.37730 140.12183 145.21939 145.21939
## 879 2020-04-05 145.26102 146.12852 142.10208 143.54665 143.54665
## 880 2020-04-06 143.60822 169.27264 143.54460 169.13588 169.13588
## 881 2020-04-07 169.14745 175.20413 164.20332 165.10194 165.10194
## 882 2020-04-08 165.24033 173.21027 164.49319 172.64174 172.64174
## 883 2020-04-09 172.76126 172.89778 167.98712 170.80714 170.80714
## 884 2020-04-10 170.82927 170.94977 154.91447 158.41244 158.41244
## 885 2020-04-11 158.53899 161.16757 155.29834 158.21602 158.21602
## 886 2020-04-12 158.23239 164.51695 156.32051 161.14243 161.14243
## 887 2020-04-13 160.72067 160.74970 151.61449 156.27956 156.27956
## 888 2020-04-14 156.35596 160.94428 155.86594 157.59639 157.59639
## 889 2020-04-15 157.56564 160.71112 152.80284 153.28690 153.28690
## 890 2020-04-16 153.20042 173.15727 150.35942 172.15738 172.15738
## 891 2020-04-17 172.27942 174.27591 169.75157 171.63858 171.63858
## 892 2020-04-18 171.61807 187.94047 171.61807 186.91400 186.91400
## 893 2020-04-19 186.86198 188.09892 180.12082 181.61496 181.61496
## 894 2020-04-20 181.48022 186.08354 170.32127 172.29717 172.29717
## 895 2020-04-21 172.01772 175.17847 170.55284 172.73770 172.73770
## 896 2020-04-22 172.67040 183.75101 171.82660 182.59958 182.59958
## 897 2020-04-23 182.62018 189.08887 180.34065 185.02867 185.02867
## 898 2020-04-24 185.22211 190.21039 185.22211 189.23694 189.23694
## 899 2020-04-25 189.20740 196.79237 188.45953 195.51531 195.51531
## 900 2020-04-26 195.41359 199.34497 194.76807 197.31753 197.31753
## 901 2020-04-27 197.47572 199.55280 193.45416 197.22472 197.22472
## 902 2020-04-28 197.27351 198.78654 194.84943 198.41539 198.41539
## 903 2020-04-29 198.46519 218.45464 198.12451 216.96823 216.96823
## 904 2020-04-30 216.90913 227.52969 206.43692 207.60205 207.60205
## 905 2020-05-01 207.90173 217.62802 207.78088 214.21910 214.21910
## 906 2020-05-02 214.23009 215.84753 212.87868 215.32538 215.32538
## 907 2020-05-03 215.35207 219.27087 208.69237 210.93315 210.93315
## 908 2020-05-04 210.89085 211.82838 199.04773 208.17401 208.17401
## 909 2020-05-05 208.01300 211.77863 204.03113 206.77440 206.77440
## 910 2020-05-06 206.48135 211.53462 204.04088 204.05579 204.05579
## 911 2020-05-07 203.91286 214.39247 202.07484 212.28941 212.28941
## 912 2020-05-08 212.19824 216.32768 208.83073 212.99158 212.99158
## 913 2020-05-09 213.14217 214.73912 209.07152 211.60013 211.60013
## 914 2020-05-10 211.55220 211.55220 182.71117 188.59956 188.59956
## 915 2020-05-11 188.63219 191.36234 180.71834 185.91284 185.91284
## 916 2020-05-12 185.87733 191.60135 185.70180 189.31250 189.31250
## 917 2020-05-13 189.37410 200.19733 189.12770 199.19328 199.19328
## 918 2020-05-14 198.89151 204.11760 196.86882 202.94910 202.94910
## 919 2020-05-15 202.95540 203.56639 193.75568 195.62267 195.62267
## 920 2020-05-16 195.61339 202.77119 194.50159 200.67712 200.67712
## 921 2020-05-17 200.60887 209.16093 200.10280 207.15869 207.15869
## 922 2020-05-18 207.17978 215.90846 207.10907 214.52506 214.52506
## 923 2020-05-19 214.60494 214.60494 210.14305 213.45111 213.45111
## 924 2020-05-20 213.44624 214.71683 207.97582 210.09674 210.09674
## 925 2020-05-21 210.12915 211.62518 193.34644 199.88361 199.88361
## 926 2020-05-22 199.83711 208.59154 198.04086 207.16919 207.16919
## 927 2020-05-23 207.19449 210.38646 205.29422 208.69440 208.69440
## 928 2020-05-24 208.71606 210.59508 202.37035 202.37035 202.37035
## 929 2020-05-25 201.98265 206.36145 200.66756 205.31975 205.31975
## 930 2020-05-26 205.25957 205.75255 200.26428 201.90231 201.90231
## 931 2020-05-27 201.89300 208.86343 201.78507 208.86343 208.86343
## 932 2020-05-28 208.88544 220.27650 206.24266 219.84042 219.84042
## 933 2020-05-29 219.92505 224.21687 218.23805 220.67513 220.67513
## 934 2020-05-30 220.71721 243.94315 218.74446 242.34560 242.34560
## 935 2020-05-31 242.35138 244.04526 230.05283 230.97571 230.97571
## 936 2020-06-01 230.86026 248.23628 230.48805 246.99176 246.99176
## 937 2020-06-02 246.82819 252.22200 233.22530 237.21905 237.21905
## 938 2020-06-03 237.39522 244.17932 235.46445 244.17932 244.17932
## 939 2020-06-04 244.10529 245.92897 236.76531 244.42639 244.42639
## 940 2020-06-05 244.34959 247.32950 240.68205 241.22198 241.22198
## 941 2020-06-06 241.20136 245.98105 239.72453 241.93132 241.93132
## 942 2020-06-07 241.90808 245.43526 236.32526 245.16725 245.16725
## 943 2020-06-08 245.17857 246.64420 241.54219 246.30991 246.30991
## 944 2020-06-09 246.17502 248.34244 242.33855 244.91145 244.91145
## 945 2020-06-10 244.82207 248.65115 242.81975 247.44495 247.44495
## 946 2020-06-11 247.54854 249.88831 229.94298 231.70267 231.70267
## 947 2020-06-12 231.62546 239.35469 229.64506 237.49321 237.49321
## 948 2020-06-13 237.54462 239.19310 235.88968 238.90884 238.90884
## 949 2020-06-14 238.96819 239.10146 232.95819 234.11470 234.11470
## 950 2020-06-15 234.05830 234.23784 221.24176 229.92891 229.92891
## 951 2020-06-16 229.76230 236.39430 228.42615 234.41617 234.41617
## 952 2020-06-17 234.49237 235.95406 229.34164 233.02828 233.02828
## 953 2020-06-18 232.89870 234.57065 228.95143 232.10117 232.10117
## 954 2020-06-19 231.95497 232.15411 226.79518 227.13829 227.13829
## 955 2020-06-20 226.97636 231.44902 226.64062 229.27426 229.27426
## 956 2020-06-21 229.21614 232.35895 228.49300 228.98982 228.98982
## 957 2020-06-22 229.00337 243.77602 228.93474 242.53319 242.53319
## 958 2020-06-23 242.53702 244.86441 239.75974 244.14215 244.14215
## 959 2020-06-24 244.18593 248.50803 232.80774 235.77246 235.77246
## 960 2020-06-25 235.70285 236.05341 230.29660 232.94449 232.94449
## 961 2020-06-26 232.87749 233.90193 229.25946 229.66805 229.66805
## 962 2020-06-27 229.63148 232.49342 220.56457 222.95979 222.95979
## 963 2020-06-28 222.91449 228.59828 219.47267 225.34717 225.34717
## 964 2020-06-29 225.36144 229.90321 222.25499 228.19487 228.19487
## 965 2020-06-30 227.96843 229.47681 224.81519 226.31500 226.31500
## 966 2020-07-01 226.13458 232.75612 224.83574 231.11342 231.11342
## 967 2020-07-02 231.28891 232.39688 225.46196 229.39220 229.39220
## 968 2020-07-03 229.31895 229.62932 224.91397 225.38707 225.38707
## 969 2020-07-04 225.28848 230.05414 225.13332 229.07411 229.07411
## 970 2020-07-05 228.97620 229.85672 224.54450 227.66460 227.66460
## 971 2020-07-06 227.68501 242.13271 227.02953 241.51022 241.51022
## 972 2020-07-07 240.97260 242.68185 234.21866 239.07553 239.07553
## 973 2020-07-08 239.15997 248.30887 238.39838 246.67001 246.67001
## 974 2020-07-09 246.74829 247.29167 239.89865 243.01596 243.01596
## 975 2020-07-10 242.86801 242.88379 236.73053 240.98498 240.98498
## 976 2020-07-11 241.04478 241.52748 238.33124 239.45818 239.45818
## 977 2020-07-12 239.45964 243.31114 237.77022 242.13170 242.13170
## 978 2020-07-13 242.18187 244.31052 238.23238 239.60458 239.60458
## 979 2020-07-14 239.97562 242.00378 237.79619 240.21149 240.21149
## 980 2020-07-15 240.14365 241.40269 237.09618 238.42352 238.42352
## 981 2020-07-16 238.45091 239.00626 231.62117 233.64088 233.64088
## 982 2020-07-17 233.69139 234.41507 232.10997 232.77309 232.77309
## 983 2020-07-18 232.85568 236.54398 232.32489 235.48381 235.48381
## 984 2020-07-19 235.45830 239.16069 233.27974 238.48752 238.48752
## 985 2020-07-20 238.49487 239.57625 234.85265 236.15317 236.15317
## 986 2020-07-21 236.30250 246.18626 235.68097 245.01672 245.01672
## 987 2020-07-22 245.03726 262.98505 242.48434 262.19064 262.19064
## 988 2020-07-23 262.38864 277.58347 261.04709 274.68906 274.68906
## 989 2020-07-24 274.72269 286.19284 269.23978 279.21542 279.21542
## 990 2020-07-25 279.02637 306.74100 279.02637 304.05676 304.05676
## 991 2020-07-26 303.69238 316.38632 300.26782 309.64362 309.64362
## 992 2020-07-27 309.65793 330.70120 309.65793 321.51410 321.51410
## 993 2020-07-28 321.82974 325.90598 307.72134 316.65726 316.65726
## 994 2020-07-29 316.55536 324.38080 313.10959 318.19089 318.19089
## 995 2020-07-30 318.14499 338.63119 315.75110 334.58664 334.58664
## 996 2020-07-31 334.63373 348.61136 329.34094 345.55466 345.55466
## 997 2020-08-01 345.79861 388.84796 343.58743 385.19971 385.19971
## 998 2020-08-02 385.54987 411.22830 357.14365 370.67172 370.67172
## 999 2020-08-03 371.13385 396.50699 369.33633 386.29517 386.29517
## 1000 2020-08-04 386.15646 400.70062 382.98511 389.87549 389.87549
## 1001 2020-08-05 389.71082 406.30395 386.21848 401.59058 401.59058
## 1002 2020-08-06 401.58386 403.48868 392.60019 394.96195 394.96195
## 1003 2020-08-07 395.22687 398.24902 367.93552 379.51285 379.51285
## 1004 2020-08-08 379.55158 393.98737 377.34973 393.98737 393.98737
## 1005 2020-08-09 395.30524 399.73709 385.83072 391.12045 391.12045
## 1006 2020-08-10 391.04150 399.37595 391.04150 395.88757 395.88757
## 1007 2020-08-11 395.89471 398.47891 370.86063 380.38406 380.38406
## 1008 2020-08-12 380.06381 391.31232 367.92361 391.02417 391.02417
## 1009 2020-08-13 390.83810 432.90460 379.71088 428.74179 428.74179
## 1010 2020-08-14 428.67728 444.57776 423.34586 437.39783 437.39783
## 1011 2020-08-15 437.56299 441.75461 429.87460 433.35492 433.35492
## 1012 2020-08-16 433.35059 436.26584 415.08624 433.78662 433.78662
## 1013 2020-08-17 433.97375 442.73498 422.64728 429.53125 429.53125
## 1014 2020-08-18 429.66962 432.58029 419.67410 423.66931 423.66931
## 1015 2020-08-19 423.73859 427.02466 396.67834 406.46378 406.46378
## 1016 2020-08-20 406.75891 418.73444 404.02609 416.43979 416.43979
## 1017 2020-08-21 416.14877 418.63797 387.44113 389.12634 389.12634
## 1018 2020-08-22 389.03110 396.46658 382.81464 395.83514 395.83514
## 1019 2020-08-23 395.56284 396.49042 385.03980 391.38449 391.38449
## 1020 2020-08-24 391.67899 409.38858 389.31461 408.14420 408.14420
## 1021 2020-08-25 408.07169 408.52792 374.35538 384.00104 384.00104
## 1022 2020-08-26 383.97745 391.87326 378.70584 386.46612 386.46612
## 1023 2020-08-27 386.60986 395.34918 374.86649 382.63263 382.63263
## 1024 2020-08-28 382.62958 397.75763 381.27383 395.87466 395.87466
## 1025 2020-08-29 395.68759 405.61636 393.03742 399.92148 399.92148
## 1026 2020-08-30 399.61670 428.66397 399.60837 428.39572 428.39572
## 1027 2020-08-31 428.50900 438.56033 419.77017 435.07974 435.07974
## 1028 2020-09-01 434.87445 487.21188 432.07919 477.05191 477.05191
## 1029 2020-09-02 477.00787 480.33099 424.46002 440.04050 440.04050
## 1030 2020-09-03 440.23999 449.53247 381.12970 385.67194 385.67194
## 1031 2020-09-04 384.67163 402.41174 371.63669 388.24115 388.24115
## 1032 2020-09-05 388.03839 394.17227 316.77435 335.26007 335.26007
## 1033 2020-09-06 335.33456 359.76404 319.04190 353.36227 353.36227
## 1034 2020-09-07 353.45026 358.21188 326.25436 352.67349 352.67349
## 1035 2020-09-08 353.20227 355.56287 328.81677 337.60211 337.60211
## 1036 2020-09-09 337.82492 359.16449 332.16501 351.11002 351.11002
## 1037 2020-09-10 351.42932 377.39358 351.11176 368.10190 368.10190
## 1038 2020-09-11 368.11850 376.63040 355.58258 374.69559 374.69559
## 1039 2020-09-12 374.59540 387.53845 367.84219 387.18311 387.18311
## 1040 2020-09-13 387.51929 388.95981 354.34018 365.57001 365.57001
## 1041 2020-09-14 365.69959 384.48520 357.56976 377.26886 377.26886
## 1042 2020-09-15 377.15402 381.50830 363.60681 364.83920 364.83920
## 1043 2020-09-16 364.74399 372.76743 356.68274 365.81229 365.81229
## 1044 2020-09-17 365.86578 393.90161 364.79514 389.01923 389.01923
## 1045 2020-09-18 389.33749 391.90414 376.96500 384.36453 384.36453
## 1046 2020-09-19 384.04166 387.07635 378.72406 385.54437 385.54437
## 1047 2020-09-20 385.59799 385.59799 367.09436 371.05283 371.05283
## 1048 2020-09-21 371.40015 375.73703 336.06897 341.78607 341.78607
## 1049 2020-09-22 341.72382 346.60083 336.85504 344.50317 344.50317
## 1050 2020-09-23 344.58990 344.67139 318.96921 321.11630 321.11630
## 1051 2020-09-24 320.98502 351.46149 318.54510 349.35559 349.35559
## 1052 2020-09-25 349.41144 357.77274 339.01593 352.18326 352.18326
## 1053 2020-09-26 352.35089 355.85477 348.10712 355.48810 355.48810
## 1054 2020-09-27 354.95990 361.98441 349.83408 357.43851 357.43851
## 1055 2020-09-28 357.92593 366.43216 354.54764 355.15942 355.15942
## 1056 2020-09-29 354.36301 360.35336 352.14685 359.75738 359.75738
## 1057 2020-09-30 360.03851 361.17877 353.32794 359.93787 359.93787
## 1058 2020-10-01 360.30914 369.26440 346.47705 353.20590 353.20590
## 1059 2020-10-02 352.94968 354.11542 336.46716 346.23892 346.23892
## 1060 2020-10-03 346.21863 351.30771 344.66656 346.52209 346.52209
## 1061 2020-10-04 346.60223 354.04575 345.13101 352.57901 352.57901
## 1062 2020-10-05 352.73682 355.21408 349.67990 353.95679 353.95679
## 1063 2020-10-06 353.95648 354.98901 338.00330 340.81586 340.81586
## 1064 2020-10-07 340.94308 342.45084 334.54556 341.80865 341.80865
## 1065 2020-10-08 342.04465 352.21149 335.64749 350.76614 350.76614
## 1066 2020-10-09 351.11289 368.31033 348.20584 365.59049 365.59049
## 1067 2020-10-10 365.40247 378.26715 365.35403 370.96759 370.96759
## 1068 2020-10-11 370.92844 377.24680 369.82803 375.14206 375.14206
## 1069 2020-10-12 374.79874 395.12216 366.64233 387.73126 387.73126
## 1070 2020-10-13 387.14294 387.37567 375.58246 381.19076 381.19076
## 1071 2020-10-14 381.97147 387.29617 374.17502 379.48404 379.48404
## 1072 2020-10-15 379.19223 381.20877 371.35413 377.44183 377.44183
## 1073 2020-10-16 377.86850 380.02152 362.59741 366.22900 366.22900
## 1074 2020-10-17 366.01572 369.76813 364.48901 368.85593 368.85593
## 1075 2020-10-18 368.72754 378.59766 368.12915 378.21368 378.21368
## 1076 2020-10-19 378.46963 383.31766 373.70227 379.93561 379.93561
## 1077 2020-10-20 379.71970 380.76102 367.60107 369.13690 369.13690
## 1078 2020-10-21 369.05942 400.62726 368.72797 392.18997 392.18997
## 1079 2020-10-22 391.48862 420.14166 391.27631 413.77298 413.77298
## 1080 2020-10-23 414.05133 418.95993 403.08203 409.76669 409.76669
## 1081 2020-10-24 409.76724 416.59967 407.85172 412.45761 412.45761
## 1082 2020-10-25 412.45764 417.15921 405.35065 406.21777 406.21777
## 1083 2020-10-26 406.21799 411.27988 383.78290 393.88831 393.88831
## 1084 2020-10-27 393.88818 409.77286 390.60846 403.99704 403.99704
## 1085 2020-10-28 403.99710 408.96475 381.14633 388.65076 388.65076
## 1086 2020-10-29 388.65106 393.22769 381.28876 386.73010 386.73010
## 1087 2020-10-30 386.73025 391.46472 375.09241 382.81998 382.81998
## 1088 2020-10-31 382.82004 393.01013 381.29526 386.59033 386.59033
## 1089 2020-11-01 386.59033 397.11612 385.16553 396.35818 396.35818
## 1090 2020-11-02 396.35599 403.24075 381.01764 383.15674 383.15674
## 1091 2020-11-03 383.15604 389.51538 371.31274 387.60217 387.60217
## 1092 2020-11-04 387.60321 407.66565 377.82761 402.14200 402.14200
## 1093 2020-11-05 402.14294 417.52594 397.24582 414.06735 414.06735
## 1094 2020-11-06 414.06671 456.20062 412.98230 454.71930 454.71930
## 1095 2020-11-07 454.72256 465.67548 428.45636 435.71314 435.71314
## 1096 2020-11-08 435.71881 457.78046 433.15378 453.55478 453.55478
## 1097 2020-11-09 453.57416 457.34961 435.16388 444.16305 444.16305
## 1098 2020-11-10 444.16638 453.75836 439.60013 449.67963 449.67963
## 1099 2020-11-11 449.67966 473.57886 449.52493 462.96054 462.96054
## 1100 2020-11-12 462.95953 467.67783 452.07242 461.00528 461.00528
## 1101 2020-11-13 461.00549 475.21726 457.29825 474.62643 474.62643
## 1102 2020-11-14 474.62643 475.16144 452.98608 460.14984 460.14984
## 1103 2020-11-15 460.14990 460.99408 440.25433 447.55908 447.55908
## 1104 2020-11-16 447.55899 463.83102 445.50162 459.94031 459.94031
## 1105 2020-11-17 464.40665 482.23221 460.77661 480.36008 480.36008
## 1106 2020-11-18 480.34683 491.99991 465.83096 479.48407 479.48407
## 1107 2020-11-19 479.48102 480.12174 465.70425 471.63043 471.63043
## 1108 2020-11-20 471.63147 513.61035 471.63147 509.74457 509.74457
## 1109 2020-11-21 509.74460 550.22742 504.23776 549.48663 549.48663
## 1110 2020-11-22 549.48663 579.37250 514.51721 558.06812 558.06812
## 1111 2020-11-23 558.05951 609.98761 551.26526 608.45404 608.45404
## 1112 2020-11-24 608.52277 621.17340 593.83514 603.89777 603.89777
## 1113 2020-11-25 603.90204 605.09418 559.67139 570.68665 570.68665
## 1114 2020-11-26 570.51489 575.64148 485.49731 518.80115 518.80115
## 1115 2020-11-27 519.10809 530.77716 497.24262 517.49371 517.49371
## 1116 2020-11-28 517.59735 548.04486 508.12537 538.22980 538.22980
## 1117 2020-11-29 538.26459 576.60242 531.98755 575.75806 575.75806
## 1118 2020-11-30 575.75708 615.24054 571.53778 614.84253 614.84253
## 1119 2020-12-01 615.07031 635.16058 571.75397 587.32416 587.32416
## 1120 2020-12-02 587.26160 604.02246 578.74103 598.35236 598.35236
## 1121 2020-12-03 598.45923 622.45270 588.34637 616.70874 616.70874
## 1122 2020-12-04 616.72278 618.98315 569.28351 569.35419 569.35419
## 1123 2020-12-05 569.34766 596.59546 563.10663 596.59546 596.59546
## 1124 2020-12-06 596.56867 606.79193 584.41174 601.90900 601.90900
## 1125 2020-12-07 601.79712 602.91791 585.42865 591.84338 591.84338
## 1126 2020-12-08 591.90082 594.75159 552.46924 554.82776 554.82776
## 1127 2020-12-09 554.79291 577.28839 532.99841 573.47913 573.47913
## 1128 2020-12-10 573.50403 574.60016 549.78406 559.67853 559.67853
## 1129 2020-12-11 559.67920 560.37671 537.81165 545.79736 545.79736
## 1130 2020-12-12 545.57855 573.33942 545.24560 568.56732 568.56732
## 1131 2020-12-13 568.60986 593.78125 564.56598 589.66321 589.66321
## 1132 2020-12-14 589.78247 590.49298 577.11841 586.01117 586.01117
## 1133 2020-12-15 586.02179 596.24774 580.62878 589.35559 589.35559
## 1134 2020-12-16 589.37866 636.64032 582.03912 636.18182 636.18182
## 1135 2020-12-17 636.15418 673.83423 628.74939 642.86896 642.86896
## 1136 2020-12-18 642.91699 662.69910 632.35608 654.81195 654.81195
## 1137 2020-12-19 654.62421 668.76959 646.61621 659.29791 659.29791
## 1138 2020-12-20 659.18506 659.92371 625.01446 638.29083 638.29083
## 1139 2020-12-21 638.31519 646.84656 600.83606 609.81787 609.81787
## 1140 2020-12-22 609.42053 635.07660 589.55200 634.85419 634.85419
## 1141 2020-12-23 634.82458 637.12280 560.36426 583.71460 583.71460
## 1142 2020-12-24 584.13562 613.81519 568.59637 611.60718 611.60718
## 1143 2020-12-25 611.55457 633.06140 605.42444 626.41071 626.41071
## 1144 2020-12-26 626.49805 650.72144 617.40210 635.83582 635.83582
## 1145 2020-12-27 635.88715 711.39355 628.33496 682.64233 682.64233
## 1146 2020-12-28 683.20581 745.87775 683.20581 730.39734 730.39734
## 1147 2020-12-29 730.35870 737.95288 692.14941 731.52014 731.52014
## 1148 2020-12-30 731.47284 754.30322 720.98889 751.61896 751.61896
## 1149 2020-12-31 751.62665 754.29944 726.51190 737.80341 737.80341
## 1150 2021-01-01 737.70837 749.20184 719.79224 730.36755 730.36755
## 1151 2021-01-02 730.40265 786.79846 718.10950 774.53497 774.53497
## 1152 2021-01-03 774.51184 1006.56500 771.56165 975.50769 975.50769
## 1153 2021-01-04 977.05884 1153.18921 912.30536 1040.23303 1040.23303
## 1154 2021-01-05 1041.49878 1129.37146 986.81128 1100.00610 1100.00610
## 1155 2021-01-06 1101.00500 1209.42859 1064.23340 1207.11218 1207.11218
## 1156 2021-01-07 1208.07837 1282.57959 1167.44312 1225.67810 1225.67810
## 1157 2021-01-08 1225.96790 1273.82751 1076.08154 1224.19714 1224.19714
## 1158 2021-01-09 1223.74048 1303.87183 1182.27039 1281.07727 1281.07727
## 1159 2021-01-10 1280.87109 1347.92615 1194.71558 1262.24670 1262.24670
## 1160 2021-01-11 1261.62292 1261.62292 924.92261 1090.14539 1090.14539
## 1161 2021-01-12 1088.52673 1149.24023 1012.76416 1043.43457 1043.43457
## 1162 2021-01-13 1043.74097 1134.33850 994.54907 1130.73938 1130.73938
## 1163 2021-01-14 1130.23120 1244.16309 1093.06079 1218.45300 1218.45300
## 1164 2021-01-15 1221.87720 1250.50586 1090.72107 1171.83460 1171.83460
## 1165 2021-01-16 1171.44312 1290.05359 1157.62378 1233.53760 1233.53760
## 1166 2021-01-17 1233.45337 1265.64465 1174.38855 1230.17224 1230.17224
## 1167 2021-01-18 1230.31323 1259.45007 1187.31103 1257.27954 1257.27954
## 1168 2021-01-19 1257.43457 1432.30005 1254.52295 1377.29590 1377.29590
## 1169 2021-01-20 1375.24841 1405.74414 1243.29993 1382.27405 1382.27405
## 1170 2021-01-21 1382.68445 1382.68445 1098.47620 1121.57092 1121.57092
## 1171 2021-01-22 1118.88904 1271.68762 1046.59656 1236.51221 1236.51221
## 1172 2021-01-23 1235.26794 1272.15112 1200.89331 1230.99060 1230.99060
## 1173 2021-01-24 1231.21057 1395.11133 1225.27405 1391.60938 1391.60938
## 1174 2021-01-25 1390.63989 1467.78491 1304.97400 1324.41479 1324.41479
## 1175 2021-01-26 1323.74170 1376.08508 1253.34033 1357.05811 1357.05811
## 1176 2021-01-27 1358.33337 1368.07410 1215.31128 1253.18713 1253.18713
## 1177 2021-01-28 1251.27978 1356.28870 1226.17395 1332.49219 1332.49219
## 1178 2021-01-29 1369.08679 1428.98120 1292.24011 1382.52283 1382.52283
## 1179 2021-01-30 1382.23193 1402.39978 1328.52905 1376.11548 1376.11548
## 1180 2021-01-31 1376.82361 1378.91602 1288.50159 1314.98621 1314.98621
## 1181 2021-02-01 1314.85523 1373.84583 1274.35779 1369.04053 1369.04053
## 1182 2021-02-02 1369.50513 1542.99097 1362.77124 1515.19373 1515.19373
## 1183 2021-02-03 1514.76965 1660.90955 1510.01025 1660.90955 1660.90955
## 1184 2021-02-04 1661.17017 1689.18665 1561.85352 1594.76269 1594.76269
## 1185 2021-02-05 1594.79334 1756.51099 1594.79334 1718.65088 1718.65088
## 1186 2021-02-06 1717.79749 1738.31445 1649.06873 1677.84680 1677.84680
## 1187 2021-02-07 1677.60571 1690.03662 1501.75024 1614.22778 1614.22778
## 1188 2021-02-08 1613.64221 1770.59082 1571.57996 1746.61682 1746.61682
## 1189 2021-02-09 1746.92615 1815.96362 1711.62061 1768.03503 1768.03503
## 1190 2021-02-10 1768.03979 1826.69678 1686.54236 1744.24341 1744.24341
## 1191 2021-02-11 1743.71423 1806.53906 1708.67920 1783.79797 1783.79797
## 1192 2021-02-12 1783.48914 1861.35693 1744.16894 1843.53259 1843.53259
## 1193 2021-02-13 1843.98682 1871.60352 1770.61206 1814.10986 1814.10986
## 1194 2021-02-14 1814.37231 1848.15405 1789.91419 1805.08411 1805.08411
## 1195 2021-02-15 1804.67676 1833.83057 1683.90662 1779.79102 1779.79102
## 1196 2021-02-16 1778.94556 1824.51868 1729.64197 1781.06750 1781.06750
## 1197 2021-02-17 1781.35010 1853.66760 1736.70581 1848.45825 1848.45825
## 1198 2021-02-18 1848.20630 1949.90344 1848.20630 1937.44922 1937.44922
## 1199 2021-02-19 1938.85986 1969.54700 1896.68445 1960.16479 1960.16479
## 1200 2021-02-20 1959.90295 2036.28650 1830.53149 1919.53406 1919.53406
## 1201 2021-02-21 1918.67310 1974.25964 1890.36816 1935.60107 1935.60107
## 1202 2021-02-22 1935.55786 1936.45374 1580.62659 1781.99292 1781.99292
## 1203 2021-02-23 1781.40906 1781.40906 1378.84094 1570.20398 1570.20398
## 1204 2021-02-24 1571.47644 1710.98376 1511.01892 1626.57568 1626.57568
## 1205 2021-02-25 1625.39392 1670.22412 1465.05896 1475.70374 1475.70374
## 1206 2021-02-26 1478.65332 1559.02893 1407.97925 1446.03369 1446.03369
## 1207 2021-02-27 1446.92944 1524.93237 1433.78699 1459.97314 1459.97314
## 1208 2021-02-28 1459.86047 1468.39148 1300.47217 1416.04895 1416.04895
## 1209 2021-03-01 1417.15112 1567.69458 1416.41614 1564.70764 1564.70764
## 1210 2021-03-02 1564.06348 1597.61011 1461.32544 1492.60876 1492.60876
## 1211 2021-03-03 1491.45117 1650.36060 1481.90576 1575.85315 1575.85315
## 1212 2021-03-04 1574.62378 1622.95386 1511.10339 1541.91431 1541.91431
## 1213 2021-03-05 1541.54175 1547.87817 1450.89136 1533.27502 1533.27502
## 1214 2021-03-06 1532.37280 1669.10657 1519.14111 1654.74158 1654.74158
## 1215 2021-03-07 1655.39246 1730.92419 1636.56445 1723.15381 1723.15381
## 1216 2021-03-08 1724.22925 1835.19214 1670.94202 1834.72790 1834.72790
## 1217 2021-03-09 1835.14807 1868.04883 1804.26636 1868.04883 1868.04883
## 1218 2021-03-10 1868.48901 1873.80322 1766.49048 1799.16626 1799.16626
## 1219 2021-03-11 1798.03394 1843.81885 1734.61706 1826.19495 1826.19495
## 1220 2021-03-12 1826.54675 1839.49731 1728.98096 1772.10242 1772.10242
## 1221 2021-03-13 1772.16638 1937.64551 1733.63989 1924.68542 1924.68542
## 1222 2021-03-14 1923.86377 1930.77978 1845.12000 1854.56433 1854.56433
## 1223 2021-03-15 1854.08667 1889.19665 1749.60632 1791.70227 1791.70227
## 1224 2021-03-16 1792.41382 1817.06018 1720.05322 1806.97180 1806.97180
## 1225 2021-03-17 1807.05615 1839.81897 1749.17993 1823.44934 1823.44934
## 1226 2021-03-18 1823.15845 1848.64612 1705.71606 1782.85510 1782.85510
## 1227 2021-03-19 1782.56873 1841.19604 1746.47339 1817.62415 1817.62415
## 1228 2021-03-20 1817.52271 1874.70898 1811.72864 1812.63464 1812.63464
## 1229 2021-03-21 1812.60657 1823.35303 1764.13928 1788.21704 1788.21704
## 1230 2021-03-22 1788.36218 1811.96826 1674.29981 1691.33398 1691.33398
## 1231 2021-03-23 1690.87183 1725.10876 1662.53992 1678.65015 1678.65015
## 1232 2021-03-24 1678.00256 1740.42822 1570.78796 1593.41345 1593.41345
## 1233 2021-03-25 1593.12329 1625.91150 1560.37048 1595.35925 1595.35925
## 1234 2021-03-26 1595.21008 1702.92285 1594.73669 1702.84204 1702.84204
## 1235 2021-03-27 1703.03613 1732.82434 1674.31934 1716.49463 1716.49463
## 1236 2021-03-28 1716.40564 1728.58411 1672.66040 1691.35596 1691.35596
## 1237 2021-03-29 1691.26318 1837.18799 1683.71655 1819.68494 1819.68494
## 1238 2021-03-30 1819.46631 1860.97473 1793.92236 1846.03369 1846.03369
## 1239 2021-03-31 1846.09827 1947.83777 1793.00220 1918.36206 1918.36206
## 1240 2021-04-01 1919.15723 1989.05505 1912.17847 1977.27686 1977.27686
## 1241 2021-04-02 1976.93274 2152.45190 1960.67871 2143.22559 2143.22559
## 1242 2021-04-03 2142.89600 2144.96240 2028.42249 2028.42249 2028.42249
## 1243 2021-04-04 2027.67126 2110.35352 2007.11182 2093.12280 2093.12280
## 1244 2021-04-05 2093.26074 2140.98535 2032.38769 2107.88721 2107.88721
## 1245 2021-04-06 2109.49316 2151.22339 2057.60913 2118.37891 2118.37891
## 1246 2021-04-07 2117.72852 2133.18750 1945.44214 1971.07727 1971.07727
## 1247 2021-04-08 1969.13318 2091.51636 1959.07947 2088.57373 2088.57373
## 1248 2021-04-09 2088.77222 2102.87378 2055.16333 2072.10889 2072.10889
## 1249 2021-04-10 2071.11157 2196.99634 2062.78760 2135.94214 2135.94214
## 1250 2021-04-11 2136.15698 2165.19141 2119.86572 2157.65698 2157.65698
## 1251 2021-04-12 2157.36182 2199.71875 2110.36890 2139.35327 2139.35327
## 1252 2021-04-13 2139.36426 2318.42334 2138.55957 2299.18774 2299.18774
## 1253 2021-04-14 2299.34790 2449.68750 2284.56372 2435.10498 2435.10498
## 1254 2021-04-15 2436.03467 2544.26733 2409.92407 2519.11621 2519.11621
## 1255 2021-04-16 2516.60181 2547.55566 2318.67505 2431.94653 2431.94653
## 1256 2021-04-17 2429.98096 2497.38525 2333.68286 2344.89502 2344.89502
## 1257 2021-04-18 2346.45239 2365.46045 2011.76685 2237.13696 2237.13696
## 1258 2021-04-19 2238.03271 2276.77686 2086.68872 2166.18872 2166.18872
## 1259 2021-04-20 2161.93945 2345.83496 2060.14380 2330.21094 2330.21094
## 1260 2021-04-21 2331.16016 2467.20068 2238.36694 2364.75171 2364.75171
## 1261 2021-04-22 2357.87109 2641.09497 2315.96020 2403.53516 2403.53516
## 1262 2021-04-23 2401.25635 2439.53711 2117.03955 2363.58618 2363.58618
## 1263 2021-04-24 2367.19922 2367.74097 2163.69312 2211.62573 2211.62573
## 1264 2021-04-25 2214.41382 2354.08667 2172.51514 2316.05957 2316.05957
## 1265 2021-04-26 2319.47803 2536.33740 2308.31519 2534.48169 2534.48169
## 1266 2021-04-27 2534.03125 2676.39282 2485.37500 2662.86523 2662.86523
## 1267 2021-04-28 2664.68555 2757.47730 2564.08154 2746.38013 2746.38013
## 1268 2021-04-29 2748.64966 2797.97241 2672.10669 2756.87695 2756.87695
## 1269 2021-04-30 2757.73413 2796.05493 2728.16992 2773.20703 2773.20703
## 1270 2021-05-01 2772.83838 2951.44092 2755.90845 2945.89282 2945.89282
## 1271 2021-05-02 2945.56006 2984.89185 2860.52612 2952.05615 2952.05615
## 1272 2021-05-03 2951.17578 3450.03784 2951.17578 3431.08618 3431.08618
## 1273 2021-05-04 3431.13159 3523.58594 3180.74268 3253.62939 3253.62939
## 1274 2021-05-05 3240.55469 3541.46265 3213.10156 3522.78320 3522.78320
## 1275 2021-05-06 3524.93091 3598.89600 3386.23999 3490.88037 3490.88037
## 1276 2021-05-07 3490.10522 3573.29004 3370.26196 3484.72900 3484.72900
## 1277 2021-05-08 3481.98804 3950.16504 3453.76856 3902.64770 3902.64770
## 1278 2021-05-09 3911.46313 3981.25903 3743.98901 3928.84473 3928.84473
## 1279 2021-05-10 3924.41333 4197.47314 3684.45166 3952.29394 3952.29394
## 1280 2021-05-11 3948.27197 4178.20898 3783.88940 4168.70117 4168.70117
## 1281 2021-05-12 4174.63574 4362.35059 3785.84863 3785.84863 3785.84863
## 1282 2021-05-13 3828.91846 4032.56348 3549.40723 3715.14844 3715.14844
## 1283 2021-05-14 3720.12231 4171.01709 3703.39990 4079.05737 4079.05737
## 1284 2021-05-15 4075.95166 4129.18555 3638.12207 3638.12207 3638.12207
## 1285 2021-05-16 3641.83081 3878.89600 3350.95166 3587.50610 3587.50610
## 1286 2021-05-17 3581.34302 3587.76562 3129.00879 3282.39770 3282.39770
## 1287 2021-05-18 3276.87231 3562.46509 3246.40405 3380.07007 3380.07007
## 1288 2021-05-19 3382.65723 3437.93579 1952.46021 2460.67920 2460.67920
## 1289 2021-05-20 2439.63867 2993.14526 2170.22900 2784.29419 2784.29419
## 1290 2021-05-21 2772.34131 2938.20508 2113.34717 2430.62134 2430.62134
## 1291 2021-05-22 2436.01465 2483.98315 2168.12427 2295.70557 2295.70557
## 1292 2021-05-23 2298.36719 2384.41162 1737.46875 2109.57983 2109.57983
## 1293 2021-05-24 2099.93604 2672.59570 2090.63965 2643.59106 2643.59106
## 1294 2021-05-25 2649.03320 2750.53491 2394.35547 2706.62891 2706.62891
## 1295 2021-05-26 2707.05273 2911.73560 2652.09448 2888.69873 2888.69873
## 1296 2021-05-27 2888.75244 2888.75244 2642.60791 2736.48853 2736.48853
## 1297 2021-05-28 2742.46899 2761.36328 2336.36133 2419.90625 2419.90625
## 1298 2021-05-29 2414.06714 2566.93848 2208.49097 2279.51416 2279.51416
## 1299 2021-05-30 2278.28882 2472.18774 2188.83447 2390.30542 2390.30542
## 1300 2021-05-31 2387.19849 2715.85498 2279.50513 2714.94531 2714.94531
## 1301 2021-06-01 2707.56055 2739.73755 2531.16064 2633.51831 2633.51831
## 1302 2021-06-02 2634.45606 2801.39233 2555.40137 2706.12500 2706.12500
## 1303 2021-06-03 2708.37622 2891.25488 2667.68433 2855.12646 2855.12646
## 1304 2021-06-04 2857.16553 2857.16553 2562.63745 2688.19507 2688.19507
## 1305 2021-06-05 2691.61938 2817.48486 2558.23364 2630.57690 2630.57690
## 1306 2021-06-06 2629.74878 2743.44116 2616.16235 2715.09277 2715.09277
## 1307 2021-06-07 2713.04736 2845.18506 2583.99512 2590.26318 2590.26318
## 1308 2021-06-08 2594.60230 2620.84619 2315.54663 2517.43872 2517.43872
## 1309 2021-06-09 2510.19922 2625.07056 2412.19775 2608.26709 2608.26709
## 1310 2021-06-10 2611.14258 2619.95776 2435.40161 2471.51856 2471.51856
## 1311 2021-06-11 2472.85889 2495.41480 2326.86963 2353.76880 2353.76880
## 1312 2021-06-12 2354.75220 2447.22778 2265.75806 2372.48438 2372.48438
## 1313 2021-06-13 2372.69019 2547.36792 2312.64014 2508.39160 2508.39160
## 1314 2021-06-14 2508.77051 2606.43286 2469.38818 2537.89111 2537.89111
## 1315 2021-06-15 2587.76269 2639.22925 2515.15308 2610.93677 2610.93677
## 1316 2021-06-16 2544.86475 2554.62891 2354.35059 2367.66357 2367.66357
## 1317 2021-06-17 2367.30640 2457.17554 2312.30151 2372.00195 2372.00195
## 1318 2021-06-18 2374.58691 2377.19507 2147.30835 2231.73315 2231.73315
## 1319 2021-06-19 2235.15918 2278.41504 2168.88501 2178.49902 2178.49902
## 1320 2021-06-20 2171.33789 2275.38281 2049.96265 2246.36450 2246.36450
## 1321 2021-06-21 2245.31787 2259.46411 1867.18542 1888.44751 1888.44751
## 1322 2021-06-22 1886.66760 1993.15979 1707.60059 1874.95007 1874.95007
## 1323 2021-06-23 1878.62500 2043.53040 1827.57153 1989.73633 1989.73633
## 1324 2021-06-24 1968.95740 2032.33936 1887.43201 1988.45630 1988.45630
## 1325 2021-06-25 1989.21582 2017.75952 1794.40039 1813.21728 1813.21728
## 1326 2021-06-26 1810.88428 1850.17981 1719.55945 1829.23926 1829.23926
## 1327 2021-06-27 1830.99695 1979.95813 1811.24585 1978.89465 1978.89465
## 1328 2021-06-28 1981.38648 2139.80542 1963.61548 2079.65747 2079.65747
## 1329 2021-06-29 2083.44873 2242.23877 2076.24023 2160.76831 2160.76831
## 1330 2021-06-30 2164.21631 2282.98901 2090.76074 2274.54761 2274.54761
## 1331 2021-07-01 2274.39746 2274.39746 2081.08106 2113.60547 2113.60547
## 1332 2021-07-02 2109.89258 2155.59644 2021.82483 2150.04028 2150.04028
## 1333 2021-07-03 2150.83496 2237.56714 2117.59009 2226.11426 2226.11426
## 1334 2021-07-04 2226.55029 2384.28687 2190.83765 2321.72412 2321.72412
## 1335 2021-07-05 2321.92285 2321.92285 2163.04150 2198.58252 2198.58252
## 1336 2021-07-06 2197.91943 2346.29492 2197.91943 2324.67944 2324.67944
## 1337 2021-07-07 2323.20850 2403.77344 2298.02686 2315.16187 2315.16187
## 1338 2021-07-08 2317.94922 2324.00684 2089.41431 2120.02637 2120.02637
## 1339 2021-07-09 2115.57397 2185.37622 2051.06665 2146.69238 2146.69238
## 1340 2021-07-10 2146.99976 2190.12402 2081.92358 2111.40356 2111.40356
## 1341 2021-07-11 2110.87573 2172.65332 2083.80371 2139.66480 2139.66480
## 1342 2021-07-12 2140.50684 2167.71020 2011.01892 2036.72107 2036.72107
## 1343 2021-07-13 2034.09839 2040.69360 1922.57788 1940.08398 1940.08398
## 1344 2021-07-14 1941.16785 2015.10742 1869.22314 1994.33130 1994.33130
## 1345 2021-07-15 1994.71204 2037.74255 1883.27222 1911.17566 1911.17566
## 1346 2021-07-16 1916.59839 1959.69629 1853.59033 1880.38294 1880.38294
## 1347 2021-07-17 1876.88135 1917.59790 1855.59082 1898.82519 1898.82519
## 1348 2021-07-18 1900.19434 1988.33643 1883.01257 1895.55212 1895.55212
## 1349 2021-07-19 1893.05359 1916.11804 1807.90991 1817.29663 1817.29663
## 1350 2021-07-20 1819.08203 1836.99805 1722.05078 1787.51074 1787.51074
## 1351 2021-07-21 1786.27625 2025.68042 1759.02331 1990.97083 1990.97083
## 1352 2021-07-22 1994.82288 2044.11646 1954.29785 2025.20276 2025.20276
## 1353 2021-07-23 2025.10571 2129.44116 2000.43628 2124.77661 2124.77661
## 1354 2021-07-24 2123.96118 2197.64941 2107.32349 2189.21875 2189.21875
## 1355 2021-07-25 2187.14551 2194.43823 2108.82983 2191.37378 2191.37378
## 1356 2021-07-26 2191.30981 2428.81714 2177.32959 2233.36670 2233.36670
## 1357 2021-07-27 2230.19702 2316.95019 2154.73120 2298.33350 2298.33350
## 1358 2021-07-28 2302.08130 2341.77783 2250.91406 2296.54541 2296.54541
## 1359 2021-07-29 2299.01196 2396.45190 2273.40479 2380.95679 2380.95679
## 1360 2021-07-30 2382.54517 2469.70483 2322.33716 2466.96143 2466.96143
## 1361 2021-07-31 2461.57568 2551.16113 2423.81616 2536.20996 2536.20996
## 1362 2021-08-01 2530.46289 2695.42944 2520.93188 2561.85205 2561.85205
## 1363 2021-08-02 2557.77466 2665.73096 2511.37524 2610.15332 2610.15332
## 1364 2021-08-03 2609.41309 2630.31421 2449.35352 2502.34961 2502.34961
## 1365 2021-08-04 2508.54492 2764.44360 2463.46948 2724.61987 2724.61987
## 1366 2021-08-05 2725.66968 2840.43066 2540.68408 2827.32886 2827.32886
## 1367 2021-08-06 2827.50342 2944.90332 2727.79272 2890.94165 2890.94165
## 1368 2021-08-07 2891.70752 3170.22974 2868.53564 3157.23877 3157.23877
## 1369 2021-08-08 3161.23267 3184.60400 2951.74731 3013.73267 3013.73267
## 1370 2021-08-09 3012.88574 3185.70117 2900.92603 3167.85620 3167.85620
## 1371 2021-08-10 3163.05005 3228.94067 3059.22900 3141.69116 3141.69116
## 1372 2021-08-11 3142.83032 3269.20947 3122.91650 3164.24512 3164.24512
## 1373 2021-08-12 3164.17578 3236.31470 2984.16699 3043.41431 3043.41431
## 1374 2021-08-13 3049.00122 3324.67163 3037.67603 3322.21167 3322.21167
## 1375 2021-08-14 3322.76269 3329.28101 3214.51978 3265.44336 3265.44336
## 1376 2021-08-15 3266.27612 3320.08423 3117.79175 3310.50415 3310.50415
## 1377 2021-08-16 3309.42212 3333.99487 3139.77856 3156.50952 3156.50952
## 1378 2021-08-17 3149.38037 3288.81274 2996.46826 3014.84595 3014.84595
## 1379 2021-08-18 3011.96362 3124.97607 2959.02832 3020.08984 3020.08984
## 1380 2021-08-19 3019.12695 3184.43555 2963.15015 3182.70215 3182.70215
## 1381 2021-08-20 3182.16260 3298.24658 3178.10376 3286.93530 3286.93530
## 1382 2021-08-21 3286.93164 3307.35156 3209.86621 3226.08398 3226.08398
## 1383 2021-08-22 3226.22730 3272.73315 3142.00708 3242.11548 3242.11548
## 1384 2021-08-23 3241.35742 3373.38428 3235.85132 3319.25732 3319.25732
## 1385 2021-08-24 3324.85547 3358.68823 3154.12134 3172.45630 3172.45630
## 1386 2021-08-25 3174.26978 3248.72730 3086.11499 3224.91528 3224.91528
## 1387 2021-08-26 3228.74731 3249.65527 3060.22876 3100.32544 3100.32544
## 1388 2021-08-27 3096.40601 3281.84058 3064.48511 3270.60083 3270.60083
## 1389 2021-08-28 3275.10449 3284.84595 3217.40356 3244.40332 3244.40332
## 1390 2021-08-29 3246.77100 3283.23560 3158.84033 3227.00269 3227.00269
## 1391 2021-08-30 3227.19263 3346.58106 3151.44458 3224.37427 3224.37427
## 1392 2021-08-31 3227.75806 3466.99219 3195.21655 3433.73267 3433.73267
## 1393 2021-09-01 3430.76245 3836.86743 3387.40845 3834.82812 3834.82812
## 1394 2021-09-02 3825.02783 3830.71143 3726.75049 3790.98999 3790.98999
## 1395 2021-09-03 3787.48657 4022.46924 3712.67822 3940.61475 3940.61475
## 1396 2021-09-04 3937.91016 3969.44873 3837.93115 3887.82837 3887.82837
## 1397 2021-09-05 3886.33106 3979.18652 3838.48731 3952.13355 3952.13355
## 1398 2021-09-06 3951.52075 3968.42651 3868.99438 3928.37939 3928.37939
## 1399 2021-09-07 3926.52759 3945.31421 3062.22241 3426.39429 3426.39429
## 1400 2021-09-08 3428.37817 3559.12134 3224.76489 3497.31519 3497.31519
## 1401 2021-09-09 3452.54834 3562.99268 3400.51709 3427.34009 3427.34009
## 1402 2021-09-10 3425.56494 3512.57129 3157.05908 3211.50586 3211.50586
## 1403 2021-09-11 3209.03052 3346.52637 3208.96191 3270.27808 3270.27808
## 1404 2021-09-12 3270.29175 3462.46826 3235.10938 3410.13452 3410.13452
## 1405 2021-09-13 3407.47192 3426.50220 3121.51416 3285.51172 3285.51172
## 1406 2021-09-14 3286.31641 3429.16968 3273.63086 3429.16968 3429.16968
## 1407 2021-09-15 3431.21729 3615.28271 3365.91309 3615.28271 3615.28271
## 1408 2021-09-16 3613.07373 3673.31079 3489.80566 3571.29492 3571.29492
## 1409 2021-09-17 3569.56812 3589.30518 3356.44995 3398.53882 3398.53882
## 1410 2021-09-18 3397.42285 3540.80762 3371.89233 3432.01831 3432.01831
## 1411 2021-09-19 3433.28784 3448.32202 3286.17236 3329.44800 3329.44800
## 1412 2021-09-20 3329.67065 3343.32544 2940.83911 2958.99341 2958.99341
## 1413 2021-09-21 2977.31055 3101.69751 2676.40747 2764.43115 2764.43115
## 1414 2021-09-22 2763.20923 3089.08301 2741.44067 3077.86792 3077.86792
## 1415 2021-09-23 3077.97437 3173.54468 3038.09790 3155.52368 3155.52368
## 1416 2021-09-24 3154.56201 3159.64404 2747.33765 2931.66919 2931.66919
## 1417 2021-09-25 2930.88477 2968.99463 2818.97046 2925.56567 2925.56567
## 1418 2021-09-26 2926.34302 3114.85742 2744.58301 3062.26538 3062.26538
## 1419 2021-09-27 3065.83789 3163.66504 2932.69287 2934.13892 2934.13892
## 1420 2021-09-28 2928.96338 2970.77051 2793.36060 2807.29663 2807.29663
## 1421 2021-09-29 2809.29761 2946.88135 2786.98828 2853.14331 2853.14331
## 1422 2021-09-30 2852.55884 3046.51953 2840.28955 3001.67895 3001.67895
## 1423 2021-10-01 3001.12939 3329.85352 2978.65430 3307.51611 3307.51611
## 1424 2021-10-02 3308.87036 3464.83740 3260.02759 3391.69434 3391.69434
## 1425 2021-10-03 3390.76758 3484.60571 3348.12012 3418.35864 3418.35864
## 1426 2021-10-04 3418.77637 3434.77539 3283.44873 3380.08911 3380.08911
## 1427 2021-10-05 3381.78442 3541.45166 3365.81763 3518.51856 3518.51856
## 1428 2021-10-06 3516.57031 3622.55127 3354.46973 3580.56201 3580.56201
## 1429 2021-10-07 3576.81445 3650.01318 3479.90918 3587.97485 3587.97485
## 1430 2021-10-08 3587.83276 3667.95752 3547.82812 3563.75928 3563.75928
## 1431 2021-10-09 3559.99780 3628.23731 3544.64038 3575.71680 3575.71680
## 1432 2021-10-10 3575.02051 3603.24487 3414.97095 3425.85278 3425.85278
## 1433 2021-10-11 3419.72681 3622.28955 3385.76172 3545.35400 3545.35400
## 1434 2021-10-12 3546.47778 3546.47778 3407.33813 3492.57324 3492.57324
## 1435 2021-10-13 3492.75366 3607.74170 3417.60205 3606.20166 3606.20166
## 1436 2021-10-14 3604.95898 3819.25855 3590.27515 3786.01416 3786.01416
## 1437 2021-10-15 3790.15430 3895.46631 3735.36353 3862.63477 3862.63477
## 1438 2021-10-16 3865.66650 3962.45312 3805.88599 3830.38208 3830.38208
## 1439 2021-10-17 3829.85889 3914.89795 3660.72339 3847.10449 3847.10449
## 1440 2021-10-18 3847.72998 3888.20923 3686.75049 3748.76025 3748.76025
## 1441 2021-10-19 3747.16284 3883.92871 3736.78027 3877.65088 3877.65088
## 1442 2021-10-20 3877.73096 4167.47217 3833.28809 4155.99219 4155.99219
## 1443 2021-10-21 4161.71338 4366.08838 4032.48389 4054.32275 4054.32275
## 1444 2021-10-22 4055.68652 4162.97559 3908.34033 3970.18188 3970.18188
## 1445 2021-10-23 3971.35644 4171.66357 3944.63184 4171.66357 4171.66357
## 1446 2021-10-24 4171.85596 4185.72949 3967.12036 4087.90308 4087.90308
## 1447 2021-10-25 4084.42578 4236.66699 4072.03467 4217.87695 4217.87695
## 1448 2021-10-26 4217.33789 4289.13135 4106.82373 4131.10205 4131.10205
## 1449 2021-10-27 4132.17334 4299.15283 3930.25732 3930.25732 3930.25732
## 1450 2021-10-28 3924.81543 4293.15088 3905.70606 4287.31885 4287.31885
## 1451 2021-10-29 4288.68652 4455.73535 4271.70752 4414.74658 4414.74658
## 1452 2021-10-30 4414.24365 4426.84863 4252.49414 4325.65039 4325.65039
## 1453 2021-10-31 4322.74414 4394.44971 4179.01611 4288.07422 4288.07422
## 1454 2021-11-01 4288.21728 4377.32227 4160.96680 4324.62695 4324.62695
## 1455 2021-11-02 4322.50098 4599.94824 4288.68652 4584.79883 4584.79883
## 1456 2021-11-03 4589.68457 4664.91016 4462.97607 4607.19385 4607.19385
## 1457 2021-11-04 4604.67871 4606.51611 4426.62256 4537.32422 4537.32422
## 1458 2021-11-05 4537.42334 4570.89600 4447.48730 4486.24316 4486.24316
## 1459 2021-11-06 4482.64795 4530.99707 4334.97363 4521.58105 4521.58105
## 1460 2021-11-07 4523.98193 4640.92188 4510.98438 4620.55469 4620.55469
## 1461 2021-11-08 4619.64941 4822.36328 4619.64941 4812.08740 4812.08740
## 1462 2021-11-09 4810.07129 4837.58936 4718.03906 4735.06885 4735.06885
## 1463 2021-11-10 4733.36279 4859.50293 4485.09326 4636.17432 4636.17432
## 1464 2021-11-11 4635.45361 4778.05908 4580.99023 4730.38428 4730.38428
## 1465 2021-11-12 4724.30664 4808.73877 4510.92041 4667.11523 4667.11523
## 1466 2021-11-13 4666.71924 4702.11523 4582.18066 4651.46045 4651.46045
## 1467 2021-11-14 4648.63281 4689.84277 4516.93555 4626.35889 4626.35889
## 1468 2021-11-15 4627.09082 4764.63623 4546.59912 4557.50391 4557.50391
## 1469 2021-11-16 4570.47803 4891.70459 4144.33496 4216.36523 4216.36523
## 1470 2021-11-17 4213.91064 4300.30664 4107.12598 4287.59375 4287.59375
## 1471 2021-11-18 4287.80225 4343.55713 3959.22778 4000.65088 4000.65088
## 1472 2021-11-19 3995.72949 4311.71387 3982.91748 4298.30664 4298.30664
## 1473 2021-11-20 4298.35059 4434.38818 4209.24268 4409.93115 4409.93115
## 1474 2021-11-21 4412.19531 4422.49170 4255.45508 4269.73291 4269.73291
## 1475 2021-11-22 4266.50928 4302.02295 4033.57227 4088.45776 4088.45776
## 1476 2021-11-23 4089.68042 4385.48340 4069.76660 4340.76367 4340.76367
## 1477 2021-11-24 4340.03613 4376.87598 4176.18359 4239.98145 4239.98145
## 1478 2021-11-25 4271.39453 4550.51807 4249.77441 4274.74316 4274.74316
## 1479 2021-11-26 4522.20898 4550.84228 3933.50659 4030.90894 4030.90894
## 1480 2021-11-27 4042.99902 4187.68408 4033.51392 4096.91211 4096.91211
## 1481 2021-11-28 4101.64893 4297.91650 3989.96997 4294.45361 4294.45361
## 1482 2021-11-29 4296.94678 4460.84863 4284.50488 4445.10498 4445.10498
## 1483 2021-11-30 4447.76807 4753.26611 4358.07422 4631.47900 4631.47900
## 1484 2021-12-01 4623.67969 4780.73242 4530.27246 4586.99023 4586.99023
## 1485 2021-12-02 4586.33301 4628.91992 4441.50781 4511.30225 4511.30225
## 1486 2021-12-03 4514.35596 4647.28906 4100.14551 4220.70605 4220.70605
## 1487 2021-12-04 4227.76221 4242.72559 3525.49414 4119.58740 4119.58740
## 1488 2021-12-05 4119.62891 4246.92334 4040.21753 4198.32275 4198.32275
## 1489 2021-12-06 4199.00000 4375.52051 3930.80664 4358.73730 4358.73730
## 1490 2021-12-07 4358.58691 4428.58936 4264.32373 4315.06152 4315.06152
## 1491 2021-12-08 4311.67432 4453.11230 4234.53760 4439.35791 4439.35791
## 1492 2021-12-09 4433.02490 4482.31397 4078.84424 4119.81592 4119.81592
## 1493 2021-12-10 4113.58838 4227.11182 3897.76758 3908.49609 3908.49609
## 1494 2021-12-11 3909.66772 4095.64844 3846.05444 4084.45239 4084.45239
## 1495 2021-12-12 4084.81128 4173.60889 3993.05591 4134.45312 4134.45312
## 1496 2021-12-13 4136.35986 4145.95508 3680.60913 3784.22681 3784.22681
## 1497 2021-12-14 3782.82275 3866.63379 3700.10474 3745.44043 3745.44043
## 1498 2021-12-15 3862.25146 4086.37280 3664.71997 4018.38867 4018.38867
## 1499 2021-12-16 4020.41504 4110.36865 3956.05713 3962.46973 3962.46973
## 1500 2021-12-17 3959.01245 3992.79248 3711.42456 3879.48657 3879.48657
## 1501 2021-12-18 3880.29150 3993.82983 3774.61499 3960.86011 3960.86011
## 1502 2021-12-19 3960.87231 4018.65845 3894.39868 3922.59253 3922.59253
## 1503 2021-12-20 3923.69580 3980.09863 3759.40332 3933.84448 3933.84448
## 1504 2021-12-21 3938.46387 4058.82129 3918.83789 4020.26001 4020.26001
## 1505 2021-12-22 4018.69580 4073.79150 3947.69019 3982.09961 3982.09961
## Volume
## 1 893249984
## 2 885985984
## 3 842300992
## 4 1613479936
## 5 1041889984
## 6 1069680000
## 7 722665984
## 8 797254016
## 9 621732992
## 10 649638976
## 11 1181529984
## 12 807027008
## 13 949912000
## 14 800819008
## 15 1845680000
## 16 2292829952
## 17 1422080000
## 18 1197779968
## 19 1396480000
## 20 1346499968
## 21 2675940096
## 22 1903040000
## 23 1247879936
## 24 943649984
## 25 990556992
## 26 1005550016
## 27 1216720000
## 28 1998259968
## 29 2129570048
## 30 2336379904
## 31 2003849984
## 32 1404179968
## 33 1771440000
## 34 5179829760
## 35 4524539904
## 36 3821580032
## 37 2758710016
## 38 2165690112
## 39 2147389952
## 40 3249230080
## 41 4096549888
## 42 3969939968
## 43 3569060096
## 44 4977710080
## 45 2480339968
## 46 2300549888
## 47 2491760128
## 48 2201159936
## 49 2100029952
## 50 2389149952
## 51 2648969984
## 52 3187780096
## 53 2554269952
## 54 2595760128
## 55 5783349760
## 56 5093159936
## 57 6502859776
## 58 6683149824
## 59 4662219776
## 60 5569880064
## 61 8450970112
## 62 7965459968
## 63 9214950400
## 64 7235899904
## 65 5222300160
## 66 5746760192
## 67 4841630208
## 68 4781100032
## 69 8405139968
## 70 8545160192
## 71 5938319872
## 72 4084450048
## 73 3975190016
## 74 3378089984
## 75 3810099968
## 76 3556699904
## 77 3944039936
## 78 4050190080
## 79 3617690112
## 80 3002870016
## 81 5372329984
## 82 3715079936
## 83 4107859968
## 84 3757560064
## 85 5261680128
## 86 6713290240
## 87 3243480064
## 88 2997090048
## 89 4269530112
## 90 6518269952
## 91 3896179968
## 92 3708189952
## 93 2495820032
## 94 2930530048
## 95 2486650112
## 96 2243450112
## 97 2081170048
## 98 2818370048
## 99 2900100096
## 100 2369449984
## 101 2525720064
## 102 2567290112
## 103 2169019904
## 104 2545260032
## 105 2531729920
## 106 2150370048
## 107 2334820096
## 108 1926579968
## 109 1646960000
## 110 2044480000
## 111 2053980032
## 112 1963980032
## 113 1868519936
## 114 1894419968
## 115 1699369984
## 116 1697939968
## 117 1898489984
## 118 1943069952
## 119 2175419904
## 120 1891640064
## 121 2233019904
## 122 1532960000
## 123 1562680064
## 124 1764999936
## 125 1425959936
## 126 1810560000
## 127 1770460032
## 128 1417350016
## 129 1267810048
## 130 2685499904
## 131 2046790016
## 132 1833680000
## 133 1781270016
## 134 1523459968
## 135 1596349952
## 136 1300009984
## 137 1151170048
## 138 1638880000
## 139 1617939968
## 140 1514179968
## 141 1970230016
## 142 1878130048
## 143 1323920000
## 144 1256930048
## 145 1102259968
## 146 1363399936
## 147 1287730048
## 148 1210680064
## 149 967105984
## 150 951475008
## 151 948488000
## 152 1478390016
## 153 1196000000
## 154 1439040000
## 155 2519360000
## 156 2419249920
## 157 1519079936
## 158 1726089984
## 159 1758979968
## 160 1760359936
## 161 1762940032
## 162 2256869888
## 163 2849469952
## 164 2612460032
## 165 2426269952
## 166 2386830080
## 167 3581860096
## 168 4216140032
## 169 2984009984
## 170 2598129920
## 171 2496659968
## 172 2740559872
## 173 2853100032
## 174 2678960128
## 175 2822269952
## 176 4210939904
## 177 3533410048
## 178 3035040000
## 179 3105570048
## 180 4316120064
## 181 2920489984
## 182 2877870080
## 183 2748950016
## 184 3290080000
## 185 2668480000
## 186 2362500096
## 187 3005110016
## 188 2523069952
## 189 2476130048
## 190 2350619904
## 191 2305740032
## 192 2021549952
## 193 2156910080
## 194 2005170048
## 195 2230469888
## 196 2995429888
## 197 2791099904
## 198 2110919936
## 199 1694300032
## 200 1788790016
## 201 2356900096
## 202 2330820096
## 203 2053970048
## 204 1985040000
## 205 1945890048
## 206 1880390016
## 207 1832550016
## 208 1903430016
## 209 1844269952
## 210 1756530048
## 211 1880140032
## 212 1637779968
## 213 1519309952
## 214 2234880000
## 215 1982119936
## 216 1932760064
## 217 2080130048
## 218 2458650112
## 219 1808269952
## 220 1314109952
## 221 1264870016
## 222 1513869952
## 223 1726569984
## 224 1596290048
## 225 1462070016
## 226 2226030080
## 227 1651379968
## 228 2490579968
## 229 4007950080
## 230 1356560000
## 231 1368940032
## 232 1360790016
## 233 1564499968
## 234 1475939968
## 235 1511730048
## 236 1625789952
## 237 1683939968
## 238 1549769984
## 239 1828610048
## 240 1627609984
## 241 1358360064
## 242 1344560000
## 243 1533799936
## 244 1789069952
## 245 1422470016
## 246 1495440000
## 247 1489670016
## 248 1235820032
## 249 1350160000
## 250 1858680064
## 251 2288100096
## 252 2371559936
## 253 2068739968
## 254 1821350016
## 255 1504310016
## 256 1338589952
## 257 1596999936
## 258 2287520000
## 259 1930780032
## 260 1621560064
## 261 1734259968
## 262 1531890048
## 263 1631910016
## 264 2141590000
## 265 1820680000
## 266 1888060000
## 267 1569300000
## 268 1722340000
## 269 1466540000
## 270 1396820000
## 271 1384880000
## 272 1828350000
## 273 2016080000
## 274 1616610000
## 275 1699400000
## 276 1790370000
## 277 1625420000
## 278 1751190000
## 279 2137850000
## 280 1878150000
## 281 1552970000
## 282 1995460000
## 283 1764020000
## 284 1447910000
## 285 1413790000
## 286 1164120000
## 287 1507660000
## 288 1271160000
## 289 1450170000
## 290 1208360000
## 291 1206650000
## 292 1406790000
## 293 1513350000
## 294 1474460000
## 295 1513100000
## 296 1411910000
## 297 1546630000
## 298 1321050000
## 299 1394490000
## 300 1554870000
## 301 2390390000
## 302 2097310000
## 303 1678260000
## 304 1517200000
## 305 1585980000
## 306 1502960000
## 307 1568900000
## 308 1874850000
## 309 2330720000
## 310 2232190000
## 311 1670490000
## 312 1502260000
## 313 2019910000
## 314 1800640000
## 315 1733330000
## 316 1782070000
## 317 2836200000
## 318 1921820000
## 319 1693470000
## 320 1748740000
## 321 2120360000
## 322 1756100000
## 323 2030320000
## 324 2018120000
## 325 2208720000
## 326 1765560000
## 327 1597500000
## 328 1542080000
## 329 1683930000
## 330 1479500000
## 331 1547330000
## 332 1505070000
## 333 1470480000
## 334 1470740000
## 335 1405130000
## 336 1384040000
## 337 2167620000
## 338 1487900000
## 339 1167610000
## 340 1169260000
## 341 2865830000
## 342 1532280000
## 343 1444130000
## 344 1365860000
## 345 1264480000
## 346 1238780000
## 347 1190300000
## 348 1328980000
## 349 1237490000
## 350 1102220000
## 351 1102900000
## 352 1161310000
## 353 1084810000
## 354 1139140000
## 355 1517230000
## 356 1363500000
## 357 1442380000
## 358 1336700000
## 359 1451870000
## 360 1307150000
## 361 1749300000
## 362 1613510000
## 363 1856940000
## 364 1927830000
## 365 1769080000
## 366 1554750000
## 367 1377760000
## 368 1501600000
## 369 1452380000
## 370 1610260000
## 371 2595330000
## 372 2638410000
## 373 2015330000
## 374 1832800000
## 375 1810920000
## 376 2745160000
## 377 3134410000
## 378 2685930000
## 379 1792150000
## 380 1998010000
## 381 1800960000
## 382 2466750000
## 383 2139490000
## 384 2320010000
## 385 2673470000
## 386 2196099151
## 387 2020748396
## 388 2131475768
## 389 1856199149
## 390 1772756193
## 391 1748116495
## 392 1990157607
## 393 2310716932
## 394 2554304530
## 395 1855759401
## 396 1875567180
## 397 1756437577
## 398 1707497898
## 399 1533050103
## 400 1754475622
## 401 1651491877
## 402 1496176898
## 403 1565817037
## 404 2101453024
## 405 2277514076
## 406 2456482115
## 407 3063842618
## 408 2632539990
## 409 2338772939
## 410 3579715061
## 411 4370343387
## 412 3298280609
## 413 2720469126
## 414 2612804378
## 415 3130201009
## 416 3169029972
## 417 2660086834
## 418 2358360234
## 419 2258709868
## 420 3328240369
## 421 2676164880
## 422 3126192535
## 423 3338211928
## 424 3231294371
## 425 2712108388
## 426 2459808140
## 427 2369241197
## 428 3397734456
## 429 2667585234
## 430 2212109224
## 431 2268263944
## 432 2798085735
## 433 2735449164
## 434 2746469340
## 435 2594091285
## 436 2305389800
## 437 3048261797
## 438 2964108269
## 439 2421720343
## 440 2552507405
## 441 2556952198
## 442 2520843420
## 443 2606881898
## 444 2412181169
## 445 2775888287
## 446 3366895505
## 447 2900418606
## 448 2874370355
## 449 2828796031
## 450 2541271519
## 451 2385157838
## 452 2519334757
## 453 2491888675
## 454 2515863999
## 455 2593048199
## 456 2326764622
## 457 3656841347
## 458 2884650400
## 459 3148766590
## 460 3222473887
## 461 3149576429
## 462 3386585799
## 463 3331701628
## 464 3021741615
## 465 2905833287
## 466 4236081130
## 467 5387525773
## 468 5310842625
## 469 4500094965
## 470 3995766856
## 471 3731099284
## 472 4519468458
## 473 5957715043
## 474 4914392068
## 475 3791292839
## 476 4469776860
## 477 4535438953
## 478 3756124824
## 479 3747176425
## 480 3454374053
## 481 4008171341
## 482 4764849990
## 483 4589054219
## 484 4339206292
## 485 4678816794
## 486 5011918715
## 487 4578438499
## 488 4689807419
## 489 4709988000
## 490 4265162099
## 491 4476532147
## 492 4506861856
## 493 4839003569
## 494 3827157729
## 495 4551739879
## 496 4251488129
## 497 4664134462
## 498 5087247796
## 499 4490899266
## 500 4436568613
## 501 4266845458
## 502 4480516753
## 503 4499271679
## 504 5228240093
## 505 4163212475
## 506 5125602702
## 507 5144662127
## 508 4249050197
## 509 4611999536
## 510 9826645698
## 511 10622456246
## 512 7953123529
## 513 7531316908
## 514 7167016221
## 515 7596176020
## 516 9304964610
## 517 7632529578
## 518 7856924879
## 519 7859383417
## 520 6237185309
## 521 4959301561
## 522 4846298303
## 523 5672311824
## 524 5180105341
## 525 5596102715
## 526 6971581464
## 527 6541053061
## 528 6142567812
## 529 6005571688
## 530 6094878077
## 531 7097827092
## 532 7351304156
## 533 6820332362
## 534 7505283355
## 535 5863109118
## 536 5379894433
## 537 6053776253
## 538 6275803460
## 539 5789172433
## 540 6044171062
## 541 7299410672
## 542 6658100049
## 543 5938415562
## 544 7540096853
## 545 8411140170
## 546 6416569598
## 547 6546914198
## 548 8036919053
## 549 12578331654
## 550 10326050090
## 551 10367149039
## 552 12751049755
## 553 13460006534
## 554 18661465873
## 555 16037551694
## 556 10933142646
## 557 12049250894
## 558 10834541285
## 559 11545049593
## 560 9818257463
## 561 10671663487
## 562 9929433206
## 563 8924985385
## 564 9664267731
## 565 12074664736
## 566 10362846898
## 567 9819132174
## 568 13604268584
## 569 11255023515
## 570 9942869852
## 571 8744111713
## 572 9375712917
## 573 10132549747
## 574 8548917062
## 575 8265146806
## 576 8379534528
## 577 7225996863
## 578 7566421456
## 579 8141159848
## 580 7382269700
## 581 8645598618
## 582 8442077836
## 583 8676891267
## 584 8126853944
## 585 9676746453
## 586 6009795781
## 587 6205242504
## 588 5516510947
## 589 6408981097
## 590 9331694140
## 591 10613731255
## 592 8161062380
## 593 8205712062
## 594 9641764965
## 595 16437084081
## 596 14038092503
## 597 11514656820
## 598 10929374565
## 599 10303111000
## 600 10292223948
## 601 10618413952
## 602 9926711979
## 603 8403513106
## 604 8723493015
## 605 7674615025
## 606 8119724981
## 607 9078905628
## 608 10055159803
## 609 11679985167
## 610 10216287022
## 611 8148936015
## 612 6716829429
## 613 8578339386
## 614 9723674244
## 615 9036620494
## 616 9387747640
## 617 9327816059
## 618 7606433131
## 619 7976245988
## 620 6685082868
## 621 6338843919
## 622 6976091534
## 623 7168982843
## 624 6731281160
## 625 5729852178
## 626 6257703908
## 627 5504887934
## 628 5485190664
## 629 5489918859
## 630 6003828340
## 631 5965442642
## 632 6159440229
## 633 5697798687
## 634 5238542572
## 635 7765060287
## 636 7647742672
## 637 7020342210
## 638 6713525644
## 639 6964818795
## 640 6584748527
## 641 6440605605
## 642 5674315559
## 643 5946313205
## 644 7444456154
## 645 8197244441
## 646 7133915837
## 647 5512696513
## 648 5969012024
## 649 6145148692
## 650 6408417610
## 651 7775772700
## 652 7569043874
## 653 6658162377
## 654 6249737982
## 655 5826017143
## 656 7207986636
## 657 6042327402
## 658 6696604087
## 659 7129569083
## 660 5776520220
## 661 5830212249
## 662 5554799576
## 663 6503447137
## 664 6962728938
## 665 5938120494
## 666 5589476516
## 667 6797611878
## 668 6791531342
## 669 6472677266
## 670 7232938985
## 671 6291476772
## 672 7157139035
## 673 5838605477
## 674 5955041237
## 675 6500686511
## 676 6222874780
## 677 8242029488
## 678 10232590812
## 679 9194634557
## 680 10620070913
## 681 8027974273
## 682 7743309778
## 683 7812854576
## 684 7494673136
## 685 11757739233
## 686 9766632018
## 687 7848286154
## 688 7909313625
## 689 6895423445
## 690 6497088199
## 691 7552915148
## 692 7676276225
## 693 6335595250
## 694 6381403725
## 695 6248928449
## 696 5837211771
## 697 5852890674
## 698 7844316834
## 699 7466282780
## 700 9088122101
## 701 8375913276
## 702 9128522970
## 703 7494328840
## 704 6733182273
## 705 7276520699
## 706 7731456579
## 707 7691244590
## 708 6737237423
## 709 7566257807
## 710 6551453871
## 711 6801091120
## 712 6815820627
## 713 6990951966
## 714 9624925919
## 715 7300917537
## 716 10358594018
## 717 13831784986
## 718 10815941952
## 719 10406734124
## 720 10622761958
## 721 10484902804
## 722 9607939606
## 723 9145611130
## 724 8087991830
## 725 8760247744
## 726 10551917945
## 727 10024177342
## 728 10156458684
## 729 9081247799
## 730 9176780911
## 731 7277418704
## 732 8752784211
## 733 7877424106
## 734 7792186666
## 735 7343173596
## 736 7872664470
## 737 8815678477
## 738 6789888120
## 739 7364325471
## 740 7787662111
## 741 7536699743
## 742 7205785149
## 743 8546371325
## 744 12020749863
## 745 8289198330
## 746 7782769098
## 747 10962753356
## 748 7648516297
## 749 8778095308
## 750 7346531960
## 751 7503898278
## 752 6565950868
## 753 7102780298
## 754 6670561362
## 755 6204379850
## 756 7865937094
## 757 6745910228
## 758 6458766441
## 759 5911233284
## 760 6441727252
## 761 6744206747
## 762 6859512025
## 763 7037180049
## 764 7890383413
## 765 7264810247
## 766 7048066973
## 767 7235153411
## 768 8992282119
## 769 9057166141
## 770 11864518321
## 771 9564699140
## 772 8173594150
## 773 7449064703
## 774 9121058481
## 775 9622497693
## 776 7961819689
## 777 8418019054
## 778 8600871980
## 779 8299390176
## 780 8069298610
## 781 9708776786
## 782 9796951716
## 783 8936866397
## 784 7935230330
## 785 8032709256
## 786 10476845358
## 787 7430904515
## 788 7526675353
## 789 9093747121
## 790 9257954672
## 791 9387194957
## 792 7697325348
## 793 9084816203
## 794 9332208590
## 795 8528167453
## 796 8378529470
## 797 16712318373
## 798 15173694057
## 799 13735193018
## 800 14997091826
## 801 14929342256
## 802 13713374132
## 803 11144529787
## 804 9789369362
## 805 9209827928
## 806 10396868698
## 807 10657671162
## 808 8256956802
## 809 9261861590
## 810 11004476145
## 811 11772875064
## 812 10725267311
## 813 12604789338
## 814 11728616394
## 815 11569697182
## 816 14054425389
## 817 12392875241
## 818 11714191695
## 819 14865434435
## 820 16425589683
## 821 16673443564
## 822 16741203125
## 823 15031356241
## 824 16210008511
## 825 16964695963
## 826 24545049386
## 827 25801317504
## 828 23558253463
## 829 23682452994
## 830 25152366643
## 831 26024080089
## 832 26511477187
## 833 22679414413
## 834 23229828870
## 835 20867593292
## 836 16906032862
## 837 19585998814
## 838 22400845640
## 839 21878882134
## 840 26235617201
## 841 25645522790
## 842 22563530559
## 843 18181296376
## 844 18179807469
## 845 20305587789
## 846 19853178572
## 847 16567075208
## 848 18201291785
## 849 19374772256
## 850 19431652027
## 851 21381823651
## 852 23645428606
## 853 18344930072
## 854 16984790291
## 855 22134741655
## 856 27864623061
## 857 12740784545
## 858 12719251813
## 859 15984904590
## 860 12087490572
## 861 11617854009
## 862 16396753275
## 863 18960388062
## 864 13684083308
## 865 12497707224
## 866 14149877968
## 867 14609068673
## 868 13433092920
## 869 11367261176
## 870 11396286629
## 871 12162403960
## 872 9938133669
## 873 11841123306
## 874 11065246317
## 875 12456564435
## 876 15322861686
## 877 13184603402
## 878 11946658257
## 879 11280993591
## 880 21636382525
## 881 21659346091
## 882 17063110836
## 883 14901696210
## 884 17980944616
## 885 13555089447
## 886 15123721386
## 887 16465282133
## 888 14723156630
## 889 14171753737
## 890 22910469236
## 891 16714684266
## 892 20160323443
## 893 19146038381
## 894 21266681335
## 895 16458767984
## 896 17994666395
## 897 21275740032
## 898 16788555028
## 899 18260969748
## 900 18335367012
## 901 18670194595
## 902 18217507467
## 903 26397548759
## 904 28089191904
## 905 20816320834
## 906 18260876092
## 907 20469034664
## 908 22602446422
## 909 19004689099
## 910 20343543799
## 911 23594744655
## 912 20445139356
## 913 18950547549
## 914 25211575193
## 915 20054601647
## 916 15899726284
## 917 17054662289
## 918 20150524861
## 919 16602342092
## 920 15379081645
## 921 15470397303
## 922 17411566928
## 923 14346192779
## 924 12730175511
## 925 13308321229
## 926 12041592114
## 927 10665476768
## 928 11833299572
## 929 10415044124
## 930 10159741290
## 931 10631034756
## 932 12212469604
## 933 12265816557
## 934 15027397867
## 935 12234904813
## 936 13951727936
## 937 13782107567
## 938 9861760817
## 939 10170414304
## 940 9293963914
## 941 8114873845
## 942 9544883157
## 943 8076783299
## 944 8446545788
## 945 8792990206
## 946 12356528860
## 947 8868955009
## 948 7141624980
## 949 7439385176
## 950 10536099884
## 951 7965648016
## 952 7701391592
## 953 6713800872
## 954 6946372590
## 955 6252830566
## 956 5600408178
## 957 9079586552
## 958 6624530348
## 959 8815030025
## 960 7010426122
## 961 7187490226
## 962 6918380955
## 963 6205925718
## 964 6726164653
## 965 6094093001
## 966 6463737443
## 967 6212210566
## 968 5109032700
## 969 5228310135
## 970 5292172429
## 971 8782917553
## 972 6441497597
## 973 9892586411
## 974 8429099199
## 975 7281370522
## 976 5643067316
## 977 6596394718
## 978 7787751468
## 979 7357458555
## 980 6189328448
## 981 5832057567
## 982 5859850529
## 983 5397402117
## 984 6251377305
## 985 5600686192
## 986 6806696015
## 987 7702077383
## 988 10281309262
## 989 9466060358
## 990 10785021813
## 991 12003973026
## 992 15644257058
## 993 12357108065
## 994 10878845706
## 995 11827689045
## 996 12030600492
## 997 14045259477
## 998 18909744275
## 999 12834648062
## 1000 14086704221
## 1001 12875466638
## 1002 11304626458
## 1003 12751687084
## 1004 9342060531
## 1005 9451065592
## 1006 11685827893
## 1007 12792218737
## 1008 12408772745
## 1009 18480303526
## 1010 15064589987
## 1011 12416067894
## 1012 12168816874
## 1013 13227089410
## 1014 11978984079
## 1015 13137391167
## 1016 10043032427
## 1017 11781796374
## 1018 10131847985
## 1019 8137303970
## 1020 10328860398
## 1021 12428442042
## 1022 9967343483
## 1023 10457777652
## 1024 9120674421
## 1025 8777703481
## 1026 11211948040
## 1027 12774741797
## 1028 18862763756
## 1029 19691854014
## 1030 19622845896
## 1031 16747106257
## 1032 29880047640
## 1033 27643678917
## 1034 21763614732
## 1035 17991403432
## 1036 14547933520
## 1037 31421134556
## 1038 27296269329
## 1039 13295405814
## 1040 15005899191
## 1041 17536695361
## 1042 16140584321
## 1043 16107612177
## 1044 19899531080
## 1045 14108357740
## 1046 11049507684
## 1047 12292195784
## 1048 17398267133
## 1049 12732578043
## 1050 12899346599
## 1051 15714304470
## 1052 14381086966
## 1053 13049148579
## 1054 13598126926
## 1055 14258455166
## 1056 11600013236
## 1057 11818610610
## 1058 14679481911
## 1059 14215390463
## 1060 10060167889
## 1061 10696959020
## 1062 11809507622
## 1063 12830796112
## 1064 11929918060
## 1065 13461017711
## 1066 13043501763
## 1067 13618484324
## 1068 12584512533
## 1069 15867455424
## 1070 14226744838
## 1071 13918846567
## 1072 14964182545
## 1073 14670784817
## 1074 10951115359
## 1075 11047103109
## 1076 12811242092
## 1077 13741586582
## 1078 20241324322
## 1079 15772846485
## 1080 14256222052
## 1081 12201739194
## 1082 10890207469
## 1083 15155684229
## 1084 13940434102
## 1085 15276441134
## 1086 12920477749
## 1087 13688056970
## 1088 11276963426
## 1089 10475146018
## 1090 13997574252
## 1091 12588494762
## 1092 15126077675
## 1093 15440711038
## 1094 16738305610
## 1095 18873289788
## 1096 11292383601
## 1097 13704320630
## 1098 12090381666
## 1099 14075403511
## 1100 12877327234
## 1101 13191505725
## 1102 10312037942
## 1103 10308617165
## 1104 11441239444
## 1105 14593057877
## 1106 17880199224
## 1107 12473929218
## 1108 18629943296
## 1109 20757099184
## 1110 21967049601
## 1111 27272302872
## 1112 23281758100
## 1113 20088492893
## 1114 31104004592
## 1115 16831105703
## 1116 14770243833
## 1117 15017517758
## 1118 20276867833
## 1119 27178964465
## 1120 16883292129
## 1121 16146190946
## 1122 16337589997
## 1123 13498010566
## 1124 11290893016
## 1125 10720480962
## 1126 14398919320
## 1127 15855915840
## 1128 11672582040
## 1129 11098819124
## 1130 8534557897
## 1131 9070377862
## 1132 8125837102
## 1133 9326645840
## 1134 15817248373
## 1135 25479532147
## 1136 15756303983
## 1137 12830893778
## 1138 13375855442
## 1139 14419493621
## 1140 14745890080
## 1141 15261413038
## 1142 14317413703
## 1143 13520927700
## 1144 14761125202
## 1145 26093552821
## 1146 24222565862
## 1147 18710683199
## 1148 17294574210
## 1149 13926846861
## 1150 13652004358
## 1151 19740771179
## 1152 45200463368
## 1153 56945985763
## 1154 41535932781
## 1155 44699914188
## 1156 40468027280
## 1157 44334826666
## 1158 33233105361
## 1159 40616938053
## 1160 60733630300
## 1161 37494601692
## 1162 30109792795
## 1163 33410915929
## 1164 35972039310
## 1165 32319240157
## 1166 29258032819
## 1167 25817455560
## 1168 47195935190
## 1169 46784030909
## 1170 45932464754
## 1171 43918338506
## 1172 27253895441
## 1173 36418163554
## 1174 43565777745
## 1175 41572917750
## 1176 39394416990
## 1177 34637234789
## 1178 53611955259
## 1179 30616574234
## 1180 25198853581
## 1181 29210670920
## 1182 45437142801
## 1183 41874566399
## 1184 44396871836
## 1185 40108628454
## 1186 39873420648
## 1187 39889440151
## 1188 48012285956
## 1189 44180727529
## 1190 41916084617
## 1191 36021495262
## 1192 37905036865
## 1193 35359490535
## 1194 31439114900
## 1195 38955610883
## 1196 34269369268
## 1197 35955412703
## 1198 28255902969
## 1199 26268814253
## 1200 34696091102
## 1201 23626547717
## 1202 42409646036
## 1203 52029864713
## 1204 31329000537
## 1205 24481681873
## 1206 31435997881
## 1207 20742103233
## 1208 27637026080
## 1209 24032838645
## 1210 22523669722
## 1211 22674780680
## 1212 22906118718
## 1213 21067146937
## 1214 22746262366
## 1215 23809935410
## 1216 27630991158
## 1217 23461244507
## 1218 25154173185
## 1219 24013132909
## 1220 22435821312
## 1221 25014689475
## 1222 19344589211
## 1223 26244738810
## 1224 23828509590
## 1225 24512917348
## 1226 23263845504
## 1227 21249297710
## 1228 22677674970
## 1229 22977404620
## 1230 23599296129
## 1231 21998237965
## 1232 31228051473
## 1233 29650328701
## 1234 22548516548
## 1235 18102277710
## 1236 16599472938
## 1237 22796570548
## 1238 22512781703
## 1239 30226902621
## 1240 30914259795
## 1241 34862511022
## 1242 32011518871
## 1243 26006501902
## 1244 28889391170
## 1245 29222865881
## 1246 36116271935
## 1247 25312956529
## 1248 19812472092
## 1249 24986243611
## 1250 19692836132
## 1251 21727936609
## 1252 29456642939
## 1253 35592822986
## 1254 32325606817
## 1255 36196928256
## 1256 32349808978
## 1257 50696368718
## 1258 34060654971
## 1259 39433483315
## 1260 38899067643
## 1261 53575904724
## 1262 55413933925
## 1263 31854226936
## 1264 31814355546
## 1265 35208325408
## 1266 32275969215
## 1267 34269031076
## 1268 32578127990
## 1269 29777179889
## 1270 28726205272
## 1271 28032013047
## 1272 49174290212
## 1273 62402045158
## 1274 48334198383
## 1275 44300394788
## 1276 39607240515
## 1277 50208491286
## 1278 50568290278
## 1279 62691789007
## 1280 52679737865
## 1281 69023382175
## 1282 78398214539
## 1283 48174271215
## 1284 42422321751
## 1285 47359478734
## 1286 54061732774
## 1287 40416525218
## 1288 84482912776
## 1289 67610826680
## 1290 53774070802
## 1291 42089937660
## 1292 56005721977
## 1293 53697121740
## 1294 49558333256
## 1295 42499766020
## 1296 33373635283
## 1297 39999114805
## 1298 33773720220
## 1299 25876619428
## 1300 31007383150
## 1301 27363223090
## 1302 27723267359
## 1303 30038207402
## 1304 34173841611
## 1305 30496672724
## 1306 25311639414
## 1307 30600111277
## 1308 41909736778
## 1309 36075832186
## 1310 28753626390
## 1311 24832564195
## 1312 25724364410
## 1313 27092945370
## 1314 26964576331
## 1315 29005279219
## 1316 24101926180
## 1317 21871633186
## 1318 22752818388
## 1319 18765854896
## 1320 22535930423
## 1321 33745173825
## 1322 35547251725
## 1323 28408659206
## 1324 20272845769
## 1325 22774334998
## 1326 20637542361
## 1327 19885474742
## 1328 25514602841
## 1329 24815124419
## 1330 25828056268
## 1331 29061701793
## 1332 31796212554
## 1333 17433361641
## 1334 18787107473
## 1335 20103794829
## 1336 20891861314
## 1337 22398345285
## 1338 23188123689
## 1339 23029574602
## 1340 17581542471
## 1341 14705386138
## 1342 17768129077
## 1343 16621628658
## 1344 17342819679
## 1345 15688092552
## 1346 14884569147
## 1347 13364282076
## 1348 13791868728
## 1349 14157735481
## 1350 17368597636
## 1351 21253359756
## 1352 17495480331
## 1353 16200392492
## 1354 16057446601
## 1355 14566483636
## 1356 29614324233
## 1357 23067480378
## 1358 18991302378
## 1359 16313373113
## 1360 20212848934
## 1361 18001710283
## 1362 22697987055
## 1363 22162754104
## 1364 22696753413
## 1365 25038698173
## 1366 31057928075
## 1367 26528577879
## 1368 33081467129
## 1369 28433638008
## 1370 31983260936
## 1371 27605221710
## 1372 26729035052
## 1373 25403699845
## 1374 23868866254
## 1375 19860862133
## 1376 22166205051
## 1377 23080039949
## 1378 25509056745
## 1379 21539248425
## 1380 19546290360
## 1381 20885619828
## 1382 18113977628
## 1383 15983278460
## 1384 20511110509
## 1385 20131028906
## 1386 18902728235
## 1387 17405668117
## 1388 18489602004
## 1389 13709633698
## 1390 13296586731
## 1391 19306924485
## 1392 27280502987
## 1393 30070890104
## 1394 24387397330
## 1395 26207765094
## 1396 20806963328
## 1397 18371468576
## 1398 18674691198
## 1399 39131346397
## 1400 31738430771
## 1401 24118055831
## 1402 22355974097
## 1403 18627122934
## 1404 16810411424
## 1405 22721552948
## 1406 19125420848
## 1407 17548551804
## 1408 20093903064
## 1409 17722363229
## 1410 15995220233
## 1411 14257609743
## 1412 27371684581
## 1413 30405062665
## 1414 23742102645
## 1415 18516291047
## 1416 25595422789
## 1417 18932786754
## 1418 21172766310
## 1419 19164053681
## 1420 16895079070
## 1421 15763456158
## 1422 17661065099
## 1423 22307625573
## 1424 19202671704
## 1425 15516566862
## 1426 17747154101
## 1427 16632591670
## 1428 21855226591
## 1429 19090322927
## 1430 16222029488
## 1431 12707036942
## 1432 16171746693
## 1433 18579189588
## 1434 18109578443
## 1435 16211275589
## 1436 19443499909
## 1437 20966841512
## 1438 16578095629
## 1439 15908090346
## 1440 17386204158
## 1441 15998757133
## 1442 20338319988
## 1443 28220661820
## 1444 19432937968
## 1445 14781537792
## 1446 14978083638
## 1447 15995727040
## 1448 17157714562
## 1449 26219530404
## 1450 25958154575
## 1451 22967641914
## 1452 14615490626
## 1453 17498160238
## 1454 17985288261
## 1455 20794448222
## 1456 21220463155
## 1457 18415244464
## 1458 15086003586
## 1459 14429076700
## 1460 13541376033
## 1461 19290896267
## 1462 20834172627
## 1463 22748160545
## 1464 17933201129
## 1465 18316060208
## 1466 14457436261
## 1467 12172962219
## 1468 16275851299
## 1469 27417502801
## 1470 22183461850
## 1471 21383250893
## 1472 20626269711
## 1473 15448261277
## 1474 14094831413
## 1475 19752218877
## 1476 22133497059
## 1477 21838037128
## 1478 18705358318
## 1479 26281795488
## 1480 16515693874
## 1481 15953126340
## 1482 19086475837
## 1483 28626354111
## 1484 27634826695
## 1485 21502671027
## 1486 25879591528
## 1487 38478999182
## 1488 25533062707
## 1489 28229518513
## 1490 22366213354
## 1491 18704315119
## 1492 22296131874
## 1493 28014595631
## 1494 19131502454
## 1495 14057603914
## 1496 23999841386
## 1497 23836759957
## 1498 26411188833
## 1499 19825531254
## 1500 23143541098
## 1501 19530895889
## 1502 16167785597
## 1503 21589690675
## 1504 16388555198
## 1505 13921756199# Install and load the 'plotly' package
install.packages("plotly")## Installing package into '/cloud/lib/x86_64-pc-linux-gnu-library/4.3'
## (as 'lib' is unspecified)library(plotly)
# Assuming "data" is your data frame with a column named "Cryptocurrency"
pi <- as.data.frame(data %>%
group_by("ETH-USD-3") %>%
summarise(Frequency = sum(Volume * Close)))
pct <- round(pi$Frequency / sum(pi$Frequency) * 100)
lbls <- paste(pi$Cryptocurrency, pct, "%", sep=" ")
# Create an interactive 3D pie chart using plotly
plot_ly(labels = lbls, values = pi$Frequency, type = "pie",
marker = list(colors = c("skyblue", "skyblue3", "paleturquoise3", "paleturquoise4", "grey", "white")),
textinfo = "label+percent",
textposition = "inside",
title = "Volume of Cryptocurrencies traded") %>%
layout(scene = list(aspectmode = "cube"))# Assuming you have loaded the necessary libraries and your data
# Let's assume your data is stored in a variable named 'eth_data'
# Make sure to replace 'Column_Name' with the actual column name you want to model
# Load necessary libraries
library(forecast)
# Read data from CSV
eth_data <- read.csv("ETH-USD-3.csv")
# Assuming 'Close' is the column containing cryptocurrency prices
price <- eth_data$Close
# Fit ARIMA models
model1 <- arima(price, order = c(1, 1, 0))
model2 <- arima(price, order = c(1, 1, 1))
model3 <- arima(price, order = c(1, 1, 2))
# Print model summaries
print(model1)##
## Call:
## arima(x = price, order = c(1, 1, 0))
##
## Coefficients:
## ar1
## -0.0971
## s.e. 0.0256
##
## sigma^2 estimated as 5748: log likelihood = -8695.62, aic = 17395.23print(model2)##
## Call:
## arima(x = price, order = c(1, 1, 1))
##
## Coefficients:
## ar1 ma1
## -0.1364 0.0397
## s.e. 0.2949 0.2970
##
## sigma^2 estimated as 5748: log likelihood = -8695.59, aic = 17397.19print(model3)##
## Call:
## arima(x = price, order = c(1, 1, 2))
##
## Coefficients:## Warning in sqrt(diag(x$var.coef)): NaNs produced## ar1 ma1 ma2
## -0.0479 -0.0487 0.01
## s.e. NaN NaN NaN
##
## sigma^2 estimated as 5748: log likelihood = -8695.59, aic = 17399.19