Final Project Percobaan 2
Adriani Hermawan
6/20/2021
FINAL PROJECT OF INVESTMENT PORTFOLIO ANALYSIS Group of 3 Consists of: Alfiansyah Prasetyo (109712141) Adriani Hermawan (109712142) Putri Nurdianti (109712143)
#===========================================================
# CLEANING ENVIRONMENT
#===========================================================
rm(list = ls())- Loading the packages needed
#===========================================================
# 1. LOAD PACKAGES
#===========================================================
library(lubridate)##
## Attaching package: 'lubridate'## The following objects are masked from 'package:base':
##
## date, intersect, setdiff, unionlibrary(timetk)
library(purrr)
library(quantmod)## Loading required package: xts## Loading required package: zoo##
## Attaching package: 'zoo'## The following objects are masked from 'package:base':
##
## as.Date, as.Date.numeric## Loading required package: TTR## Registered S3 method overwritten by 'quantmod':
## method from
## as.zoo.data.frame zoolibrary(lpSolve)
library(SIT)## Loading required package: SIT.date##
## Attaching package: 'SIT'## The following object is masked from 'package:TTR':
##
## DVI## The following object is masked from 'package:purrr':
##
## cross## The following object is masked from 'package:base':
##
## closelibrary(PerformanceAnalytics)##
## Attaching package: 'PerformanceAnalytics'## The following object is masked from 'package:graphics':
##
## legendlibrary(xts)
library(tidyr)
library(covFactorModel)
library(RColorBrewer)- Importing data of 8 Indonesian Non-cyclical sector stocks from Yahoo
#===========================================================
# 2. IMPORTING DATA_8 INDONESIAN NON-CYCLICAL SECTOR STOCKS
#===========================================================
tickers = spl('UNVR.JK,INDF.JK,AALI.JK,GGRM.JK,JPFA.JK,HMSP.JK,MYOR.JK,ULTJ.JK')
datas <- new.env()
getSymbols(tickers, src = 'yahoo', from = '1980-01-01', env = datas, auto.assign = T)## 'getSymbols' currently uses auto.assign=TRUE by default, but will
## use auto.assign=FALSE in 0.5-0. You will still be able to use
## 'loadSymbols' to automatically load data. getOption("getSymbols.env")
## and getOption("getSymbols.auto.assign") will still be checked for
## alternate defaults.
##
## This message is shown once per session and may be disabled by setting
## options("getSymbols.warning4.0"=FALSE). See ?getSymbols for details.## Warning: INDF.JK contains missing values. Some functions will not work if
## objects contain missing values in the middle of the series. Consider using
## na.omit(), na.approx(), na.fill(), etc to remove or replace them.## Warning: GGRM.JK contains missing values. Some functions will not work if
## objects contain missing values in the middle of the series. Consider using
## na.omit(), na.approx(), na.fill(), etc to remove or replace them.## Warning: JPFA.JK contains missing values. Some functions will not work if
## objects contain missing values in the middle of the series. Consider using
## na.omit(), na.approx(), na.fill(), etc to remove or replace them.## pausing 1 second between requests for more than 5 symbols## Warning: HMSP.JK contains missing values. Some functions will not work if
## objects contain missing values in the middle of the series. Consider using
## na.omit(), na.approx(), na.fill(), etc to remove or replace them.## pausing 1 second between requests for more than 5 symbols## Warning: MYOR.JK contains missing values. Some functions will not work if
## objects contain missing values in the middle of the series. Consider using
## na.omit(), na.approx(), na.fill(), etc to remove or replace them.## pausing 1 second between requests for more than 5 symbols## Warning: ULTJ.JK contains missing values. Some functions will not work if
## objects contain missing values in the middle of the series. Consider using
## na.omit(), na.approx(), na.fill(), etc to remove or replace them.## pausing 1 second between requests for more than 5 symbols## [1] "UNVR.JK" "INDF.JK" "AALI.JK" "GGRM.JK" "JPFA.JK" "HMSP.JK" "MYOR.JK"
## [8] "ULTJ.JK"for(i in ls(datas)) datas[[i]] = adjustOHLC(datas[[i]], use.Adjusted=T)
names(datas)## [1] "UNVR.JK" "MYOR.JK" ".getSymbols" "JPFA.JK" "AALI.JK"
## [6] "GGRM.JK" "HMSP.JK" "ULTJ.JK" "INDF.JK"datas$UNVR.JK## UNVR.JK.Open UNVR.JK.High UNVR.JK.Low UNVR.JK.Close UNVR.JK.Volume
## 2003-09-03 354.3524 388.9234 348.5906 388.9234 43162500
## 2003-09-04 397.5661 432.1371 388.9234 394.6852 82850000
## 2003-09-05 394.6852 403.3279 391.8043 397.5661 24055000
## 2003-09-08 397.5662 397.5662 383.1616 391.8044 18007500
## 2003-09-09 391.8043 391.8043 380.2806 383.1616 14075000
## 2003-09-10 380.2807 380.2807 368.7570 368.7570 14190000
## 2003-09-11 368.7570 371.6380 368.7570 368.7570 7087500
## 2003-09-12 371.6380 386.0425 371.6380 380.2807 15392500
## 2003-09-15 380.2807 383.1616 371.6379 374.5188 9137500
## 2003-09-16 377.3997 383.1616 377.3997 383.1616 8705000
## 2003-09-17 386.0425 386.0425 380.2806 383.1616 8890000
## 2003-09-18 380.2807 380.2807 377.3998 380.2807 5075000
## 2003-09-19 380.2807 380.2807 380.2807 380.2807 1787500
## 2003-09-22 380.2807 380.2807 380.2807 380.2807 0
## 2003-09-23 380.2807 383.1616 377.3998 380.2807 7242500
## 2003-09-24 383.1616 383.1616 383.1616 383.1616 5100000
## 2003-09-25 383.1616 391.8043 383.1616 386.0425 13552500
## 2003-09-26 386.0425 386.0425 380.2806 383.1616 9102500
## 2003-09-29 383.1616 383.1616 377.3998 380.2807 2212500
## 2003-09-30 383.1616 388.9234 383.1616 386.0425 14197500
## 2003-10-01 386.0425 388.9234 383.1616 383.1616 2340000
## 2003-10-02 386.0425 386.0425 383.1616 386.0425 16442500
## 2003-10-03 386.0425 386.0425 383.1616 383.1616 12162500
## 2003-10-06 383.1616 383.1616 380.2807 380.2807 13135000
## 2003-10-07 383.1616 383.1616 380.2806 383.1616 7335000
## 2003-10-08 383.1616 383.1616 380.2807 380.2807 15170000
## 2003-10-09 380.2807 380.2807 380.2807 380.2807 17857500
## 2003-10-10 383.1615 383.1615 377.3997 377.3997 6077500
## 2003-10-13 380.2807 380.2807 377.3998 380.2807 1145000
## 2003-10-14 380.2807 383.1616 380.2807 380.2807 9725000
## 2003-10-15 380.2807 380.2807 374.5188 374.5188 12750000
## 2003-10-16 377.3997 377.3997 374.5188 374.5188 7362500
## 2003-10-17 377.3997 377.3997 374.5188 377.3997 11207500
## 2003-10-20 377.3997 377.3997 374.5188 374.5188 8195000
## 2003-10-21 374.5188 374.5188 374.5188 374.5188 7077500
## 2003-10-22 374.5189 374.5189 368.7570 368.7570 8332500
## 2003-10-23 368.7570 368.7570 357.2333 357.2333 18522500
## 2003-10-24 362.9952 374.5189 362.9952 371.6379 4672500
## 2003-10-27 371.6379 374.5189 368.7570 371.6379 6855000
## 2003-10-28 374.5189 377.3998 368.7570 371.6379 11830000
## 2003-10-29 368.7571 368.7571 362.9952 365.8762 7225000
## 2003-10-30 365.8761 365.8761 357.2334 360.1143 6600000
## 2003-10-31 360.1143 371.6379 360.1143 371.6379 21720000
## 2003-11-03 368.7570 368.7570 365.8761 368.7570 4307500
## 2003-11-04 368.7570 377.3997 368.7570 374.5188 14200000
## 2003-11-05 374.5189 374.5189 368.7570 368.7570 6282500
## 2003-11-06 368.7570 371.6379 368.7570 371.6379 4260000
## 2003-11-07 371.6379 374.5188 371.6379 374.5188 10940000
## 2003-11-10 371.6380 380.2807 371.6380 380.2807 8895000
## 2003-11-11 377.3998 380.2807 374.5189 380.2807 13595000
## 2003-11-12 380.2806 383.1615 377.3997 377.3997 12485000
## 2003-11-13 379.7549 379.7549 376.8110 379.7549 9012500
## 2003-11-14 376.8111 379.7549 376.8111 376.8111 2102500
## 2003-11-17 376.8111 376.8111 373.8672 373.8672 4522500
## 2003-11-18 370.9234 373.8672 370.9234 373.8672 3337500
## 2003-11-19 370.9232 370.9232 367.9794 370.9232 6865000
## 2003-11-20 367.9794 370.9232 367.9794 370.9232 5892500
## 2003-11-21 373.8672 373.8672 373.8672 373.8672 4890000
## 2003-11-24 373.8672 373.8672 373.8672 373.8672 0
## 2003-11-25 373.8672 373.8672 373.8672 373.8672 0
## 2003-11-26 373.8672 373.8672 373.8672 373.8672 0
## 2003-11-27 373.8672 373.8672 373.8672 373.8672 0
## 2003-11-28 373.8672 373.8672 373.8672 373.8672 0
## 2003-12-01 376.8110 403.3055 376.8110 403.3055 56602500
## 2003-12-02 406.2493 409.1932 391.5302 394.4740 38365000
## 2003-12-03 394.4740 397.4178 394.4740 394.4740 11140000
## 2003-12-04 394.4740 394.4740 388.5863 391.5302 2682500
## 2003-12-05 391.5301 391.5301 385.6424 385.6424 5652500
## 2003-12-08 385.6424 388.5862 385.6424 385.6424 6912500
## 2003-12-09 388.5862 391.5301 382.6986 382.6986 14847500
## 2003-12-10 385.6424 385.6424 382.6986 382.6986 6752500
## 2003-12-11 385.6424 385.6424 382.6986 385.6424 4812500
## 2003-12-12 385.6424 385.6424 382.6986 382.6986 1580000
## 2003-12-15 382.6986 382.6986 382.6986 382.6986 9632500
## 2003-12-16 382.6987 391.5302 382.6987 388.5864 28475000
## 2003-12-17 388.5862 388.5862 385.6424 385.6424 8635000
## 2003-12-18 388.5863 400.3617 388.5863 394.4740 34120000
## 2003-12-19 400.3617 406.2493 400.3617 403.3055 31952500
## 2003-12-22 403.3055 406.2493 400.3616 406.2493 7957500
## 2003-12-23 406.2493 406.2493 403.3055 403.3055 3205000
## 2003-12-24 403.3055 403.3055 403.3055 403.3055 0
## 2003-12-25 403.3055 403.3055 403.3055 403.3055 0
## 2003-12-26 403.3055 403.3055 403.3055 403.3055 0
## 2003-12-29 406.2494 432.7439 406.2494 432.7439 52275000
## 2003-12-30 435.6876 444.5191 426.8561 426.8561 41247500
## 2003-12-31 426.8561 426.8561 426.8561 426.8561 0
## 2004-01-01 426.8561 426.8561 426.8561 426.8561 0
## 2004-01-02 412.1371 423.9124 412.1371 420.9686 6170000
## 2004-01-05 426.8562 426.8562 420.9686 420.9686 4175000
## 2004-01-06 423.9124 426.8562 420.9686 420.9686 12107500
## 2004-01-07 420.9685 420.9685 415.0808 415.0808 9315000
## 2004-01-08 418.0247 429.8001 418.0247 420.9686 13320000
## 2004-01-09 426.8562 441.5754 423.9124 432.7439 23690000
## 2004-01-12 429.7999 429.7999 426.8561 426.8561 1555000
## 2004-01-13 423.9124 426.8562 420.9686 420.9686 3390000
## 2004-01-14 423.9123 429.8000 423.9123 429.8000 4420000
## 2004-01-15 435.6876 444.5192 435.6876 441.5753 22942500
## 2004-01-16 441.5755 456.2946 441.5755 456.2946 20105000
## 2004-01-19 456.2947 465.1262 450.4070 450.4070 4252500
## 2004-01-20 450.4070 450.4070 447.4632 450.4070 2180000
## 2004-01-21 447.4630 450.4068 441.5753 441.5753 3242500
## 2004-01-22 441.5753 441.5753 441.5753 441.5753 0
## 2004-01-23 444.5193 453.3508 444.5193 453.3508 5007500
## 2004-01-26 453.3508 468.0700 453.3508 459.2385 18470000
## 2004-01-27 459.2384 462.1822 447.4630 447.4630 9430000
## 2004-01-28 447.4630 453.3507 438.6315 441.5753 10557500
## 2004-01-29 441.5753 447.4630 441.5753 444.5192 4630000
## 2004-01-30 444.5193 450.4070 444.5193 450.4070 4690000
## 2004-02-02 450.4070 450.4070 450.4070 450.4070 0
## 2004-02-03 450.4069 450.4069 438.6316 438.6316 5925000
## 2004-02-04 435.6877 438.6315 435.6877 435.6877 9997500
## 2004-02-05 438.6315 453.3507 438.6315 447.4630 8245000
## 2004-02-06 453.3508 453.3508 450.4069 453.3508 3640000
## 2004-02-09 453.3508 453.3508 447.4632 450.4070 6812500
## 2004-02-10 453.3508 453.3508 450.4070 450.4070 1562500
## 2004-02-11 453.3508 456.2946 450.4069 453.3508 1782500
## 2004-02-12 453.3508 456.2946 450.4069 453.3508 13817500
## 2004-02-13 453.3508 456.2946 450.4069 453.3508 9775000
## 2004-02-16 450.4068 450.4068 441.5753 444.5192 14002500
## 2004-02-17 444.5192 447.4631 435.6877 438.6316 14745000
## 2004-02-18 444.5993 444.5993 429.6799 429.6799 23560000
## 2004-02-19 435.6477 435.6477 426.6961 426.6961 32702500
## 2004-02-20 429.6800 435.6477 426.6961 426.6961 14675000
## 2004-02-23 426.6961 426.6961 426.6961 426.6961 0
## 2004-02-24 426.6959 432.6637 426.6959 432.6637 13015000
## 2004-02-25 432.6638 432.6638 429.6799 429.6799 6007500
## 2004-02-26 426.6960 426.6960 423.7121 423.7121 14975000
## 2004-02-27 420.7282 420.7282 399.8410 405.8088 83285000
## 2004-03-01 405.8088 405.8088 399.8411 402.8250 22715000
## 2004-03-02 408.7927 438.6316 408.7927 438.6316 81825000
## 2004-03-03 432.6639 432.6639 426.6961 426.6961 7415000
## 2004-03-04 426.6960 426.6960 420.7282 423.7121 6522500
## 2004-03-05 423.7122 429.6800 423.7122 426.6961 8917500
## 2004-03-08 423.7121 423.7121 420.7282 420.7282 4450000
## 2004-03-09 423.7121 429.6799 423.7121 423.7121 2900000
## 2004-03-10 423.7121 423.7121 417.7444 423.7121 20375000
## 2004-03-11 417.7443 420.7282 411.7765 411.7765 8505000
## 2004-03-12 405.8088 414.7604 405.8088 408.7927 4950000
## 2004-03-15 411.7766 414.7604 402.8249 405.8088 7052500
## 2004-03-16 405.8087 411.7765 396.8571 411.7765 16485000
## 2004-03-17 411.7765 414.7604 411.7765 411.7765 10100000
## 2004-03-18 417.7443 426.6960 417.7443 420.7282 12787500
## 2004-03-19 423.7121 423.7121 420.7282 423.7121 1400000
## 2004-03-22 423.7121 423.7121 423.7121 423.7121 0
## 2004-03-23 417.7444 423.7121 417.7444 423.7121 2215000
## 2004-03-24 423.7121 423.7121 420.7282 423.7121 2915000
## 2004-03-25 414.7604 414.7604 411.7765 411.7765 2395000
## 2004-03-26 417.7443 420.7282 405.8088 414.7604 16797500
## 2004-03-29 414.7605 423.7121 414.7605 423.7121 14562500
## 2004-03-30 423.7121 426.6960 420.7282 420.7282 10025000
## 2004-03-31 420.7282 423.7121 414.7605 423.7121 12427500
## 2004-04-01 423.7121 423.7121 414.7605 423.7121 6302500
## 2004-04-02 423.7121 426.6960 420.7282 423.7121 14227500
## 2004-04-05 423.7121 423.7121 423.7121 423.7121 0
## 2004-04-06 426.6959 432.6637 423.7120 432.6637 18165000
## 2004-04-07 432.6638 432.6638 426.6960 429.6799 10997500
## 2004-04-08 429.6800 447.5833 429.6800 438.6316 64967500
## 2004-04-09 438.6316 438.6316 438.6316 438.6316 0
## 2004-04-12 435.6476 435.6476 423.7121 429.6799 2927500
## 2004-04-13 432.6638 435.6476 429.6799 429.6799 3440000
## 2004-04-14 429.6800 438.6316 429.6800 438.6316 4825000
## 2004-04-15 435.6476 441.6154 432.6638 435.6476 3092500
## 2004-04-16 435.6476 435.6476 435.6476 435.6476 115000
## 2004-04-19 435.6477 441.6155 432.6638 438.6316 1652500
## 2004-04-20 438.6315 450.5670 438.6315 447.5831 25437500
## 2004-04-21 447.5832 456.5349 444.5993 450.5671 21290000
## 2004-04-22 450.5671 450.5671 441.6154 441.6154 6500000
## 2004-04-23 447.5832 447.5832 435.6476 435.6476 7340000
## 2004-04-26 432.6638 438.6315 432.6638 435.6476 4842500
## 2004-04-27 435.6476 447.5832 435.6476 441.6154 14480000
## 2004-04-28 441.6154 450.5670 441.6154 447.5831 18230000
## 2004-04-29 447.5832 447.5832 435.6476 444.5993 19132500
## 2004-04-30 438.6316 441.6155 432.6638 438.6316 18052500
## 2004-05-03 438.6316 438.6316 438.6316 438.6316 0
## 2004-05-04 435.6477 438.6316 435.6477 438.6316 5155000
## 2004-05-05 438.6315 438.6315 429.6799 429.6799 6250000
## 2004-05-06 423.7120 435.6476 423.7120 432.6637 8950000
## 2004-05-07 429.6799 432.6638 429.6799 429.6799 9715000
## 2004-05-10 423.7121 423.7121 411.7765 417.7443 13150000
## 2004-05-11 408.7927 438.6315 408.7927 435.6476 8595000
## 2004-05-12 438.6315 450.5671 438.6315 444.5993 19930000
## 2004-05-13 444.5992 456.5348 441.6154 447.5831 13287500
## 2004-05-14 447.5832 450.5671 444.5993 444.5993 3255000
## 2004-05-17 429.6799 435.6477 402.8250 402.8250 21637500
## 2004-05-18 423.7121 423.7121 402.8249 420.7282 7160000
## 2004-05-19 423.7121 435.6477 423.7121 423.7121 15312500
## 2004-05-20 423.7121 423.7121 423.7121 423.7121 0
## 2004-05-21 426.6960 435.6476 426.6960 435.6476 4880000
## 2004-05-24 435.6477 438.6316 432.6638 438.6316 3742500
## 2004-05-25 438.6316 438.6316 423.7122 426.6961 5892500
## 2004-05-26 429.6800 432.6639 426.6961 426.6961 1492500
## 2004-05-27 432.6638 432.6638 429.6799 429.6799 5145000
## 2004-05-28 429.6799 432.6638 429.6799 429.6799 557500
## 2004-05-31 429.6799 429.6799 429.6799 429.6799 462500
## 2004-06-01 429.6798 432.6637 429.6798 432.6637 1572500
## 2004-06-02 432.6638 435.6476 429.6799 435.6476 3520000
## 2004-06-03 435.6476 435.6476 435.6476 435.6476 0
## 2004-06-04 426.6960 435.6476 426.6960 435.6476 3395000
## 2004-06-07 432.6637 441.6154 432.6637 441.6154 3535000
## 2004-06-08 438.6316 441.6155 438.6316 438.6316 4907500
## 2004-06-09 435.6477 438.6316 435.6477 438.6316 5832500
## 2004-06-10 438.6315 441.6154 438.6315 441.6154 18947500
## 2004-06-11 438.6316 441.6155 438.6316 438.6316 9007500
## 2004-06-14 438.6315 441.6154 438.6315 441.6154 2107500
## 2004-06-15 438.6315 459.5187 438.6315 450.5671 46780000
## 2004-06-16 453.5510 453.5510 450.5671 453.5510 4867500
## 2004-06-17 450.5671 450.5671 447.5832 450.5671 12905000
## 2004-06-18 441.6154 441.6154 432.6637 432.6637 675000
## 2004-06-21 432.6638 435.6476 432.6638 435.6476 3122500
## 2004-06-22 432.6638 438.6316 432.6638 438.6316 2217500
## 2004-06-23 438.6315 444.5992 432.6637 432.6637 22230000
## 2004-06-24 435.6476 441.6154 429.6798 441.6154 35992500
## 2004-06-25 441.6154 459.5187 441.6154 459.5187 44372500
## 2004-06-28 453.5510 453.5510 450.5671 453.5510 2457500
## 2004-06-29 453.5510 453.5510 453.5510 453.5510 1972500
## 2004-06-30 456.5348 471.4542 456.5348 468.4703 28802500
## 2004-07-01 462.5026 462.5026 453.5510 453.5510 3135000
## 2004-07-02 456.5350 468.4705 456.5350 465.4866 1670000
## 2004-07-05 465.4866 465.4866 465.4866 465.4866 0
## 2004-07-06 471.4543 471.4543 468.4704 471.4543 6392500
## 2004-07-07 471.4543 474.4382 471.4543 471.4543 1602500
## 2004-07-08 471.4543 486.3737 471.4543 474.4382 20865000
## 2004-07-09 474.4383 474.4383 465.4866 465.4866 7905000
## 2004-07-12 465.4866 465.4866 453.5511 465.4866 12512500
## 2004-07-13 465.4865 474.4382 465.4865 471.4543 7122500
## 2004-07-14 468.4705 468.4705 459.5189 465.4866 1010000
## 2004-07-15 465.4867 465.4867 462.5028 462.5028 2335000
## 2004-07-16 466.1588 472.2524 466.1588 469.2056 6162500
## 2004-07-19 466.1588 472.2524 466.1588 469.2056 4312500
## 2004-07-20 469.2056 472.2524 469.2056 472.2524 8727500
## 2004-07-21 472.2524 472.2524 469.2056 469.2056 3317500
## 2004-07-22 466.1588 466.1588 460.0652 463.1120 12787500
## 2004-07-23 463.1119 463.1119 460.0651 460.0651 6330000
## 2004-07-26 457.0183 460.0651 453.9715 460.0651 10082500
## 2004-07-27 460.0651 466.1587 460.0651 466.1587 11667500
## 2004-07-28 466.1588 472.2524 466.1588 469.2056 9090000
## 2004-07-29 466.1588 475.2992 466.1588 472.2524 18397500
## 2004-07-30 472.2523 472.2523 457.0183 460.0651 7590000
## 2004-08-02 460.0652 463.1120 460.0652 463.1120 4757500
## 2004-08-03 463.1120 472.2524 463.1120 469.2056 20242500
## 2004-08-04 469.2055 469.2055 466.1587 466.1587 895000
## 2004-08-05 463.1119 463.1119 460.0651 460.0651 11807500
## 2004-08-06 460.0652 463.1120 460.0652 463.1120 3380000
## 2004-08-09 460.0651 460.0651 447.8780 447.8780 25050000
## 2004-08-10 450.9247 453.9715 447.8780 447.8780 17010000
## 2004-08-11 450.9249 453.9717 450.9249 450.9249 10662500
## 2004-08-12 450.9247 450.9247 444.8312 447.8780 6765000
## 2004-08-13 444.8311 447.8779 441.7843 444.8311 7600000
## 2004-08-16 444.8311 447.8779 441.7843 444.8311 4082500
## 2004-08-17 444.8311 444.8311 444.8311 444.8311 0
## 2004-08-18 444.8311 444.8311 444.8311 444.8311 2385000
## 2004-08-19 444.8311 444.8311 444.8311 444.8311 3735000
## 2004-08-20 444.8312 444.8312 438.7377 441.7845 9902500
## 2004-08-23 441.7845 441.7845 426.5505 432.6441 52545000
## 2004-08-24 429.5972 429.5972 408.2697 414.3633 89327500
## 2004-08-25 414.3634 414.3634 399.1295 402.1763 67630000
## 2004-08-26 402.1762 411.3165 402.1762 405.2230 44447500
## 2004-08-27 405.2231 411.3166 402.1763 411.3166 57067500
## 2004-08-30 411.3166 414.3634 408.2699 411.3166 30070000
## 2004-08-31 411.3167 411.3167 402.1763 408.2699 48860000
## 2004-09-01 408.2697 417.4100 408.2697 414.3633 60320000
## 2004-09-02 414.3633 417.4101 411.3165 417.4101 39575000
## 2004-09-03 417.4102 426.5505 417.4102 426.5505 105085000
## 2004-09-06 426.5505 426.5505 420.4570 420.4570 18507500
## 2004-09-07 420.4570 420.4570 417.4102 420.4570 3895000
## 2004-09-08 420.4569 423.5037 420.4569 423.5037 6352500
## 2004-09-09 423.5036 423.5036 405.2229 414.3633 78287500
## 2004-09-10 414.3634 423.5038 414.3634 420.4570 27110000
## 2004-09-13 420.4570 420.4570 420.4570 420.4570 0
## 2004-09-14 423.5037 426.5505 420.4569 423.5037 54487500
## 2004-09-15 423.5037 426.5505 423.5037 426.5505 41067500
## 2004-09-16 423.5037 426.5505 420.4570 426.5505 15705000
## 2004-09-17 426.5505 426.5505 417.4101 423.5037 24895000
## 2004-09-20 423.5037 423.5037 423.5037 423.5037 0
## 2004-09-21 426.5505 426.5505 417.4102 420.4570 64120000
## 2004-09-22 420.4568 420.4568 411.3165 414.3633 37510000
## 2004-09-23 414.3633 414.3633 411.3165 414.3633 14410000
## 2004-09-24 414.3633 414.3633 411.3165 414.3633 6175000
## 2004-09-27 414.3634 414.3634 408.2699 408.2699 5282500
## 2004-09-28 408.2698 408.2698 402.1763 402.1763 86492500
## 2004-09-29 402.1763 402.1763 393.0359 396.0827 39232500
## 2004-09-30 399.1295 402.1763 396.0827 396.0827 3395000
## 2004-10-01 399.1295 402.1763 399.1295 402.1763 34215000
## 2004-10-04 402.1762 408.2698 402.1762 405.2230 32537500
## 2004-10-05 405.2230 405.2230 396.0827 396.0827 29297500
## 2004-10-06 396.0827 396.0827 389.9891 396.0827 29042500
## 2004-10-07 393.0359 393.0359 380.8487 383.8955 85812500
## 2004-10-08 383.8954 383.8954 371.7083 380.8486 58560000
## 2004-10-11 383.8955 393.0359 383.8955 383.8955 94077500
## 2004-10-12 383.8954 389.9890 377.8018 380.8486 38895000
## 2004-10-13 380.8487 383.8955 380.8487 383.8955 24415000
## 2004-10-14 380.8486 386.9422 380.8486 380.8486 18317500
## 2004-10-15 380.8486 383.8954 377.8018 380.8486 10190000
## 2004-10-18 380.8487 383.8955 377.8019 383.8955 11337500
## 2004-10-19 383.8954 383.8954 380.8486 380.8486 7260000
## 2004-10-20 380.8486 383.8954 377.8018 380.8486 13197500
## 2004-10-21 380.8486 380.8486 374.7551 380.8486 11512500
## 2004-10-22 380.8487 389.9891 377.8019 389.9891 21572500
## 2004-10-25 386.9422 389.9890 380.8487 386.9422 18767500
## 2004-10-26 383.8955 389.9891 380.8487 389.9891 22250000
## 2004-10-27 386.9422 386.9422 383.8954 386.9422 5595000
## 2004-10-28 386.9422 393.0358 383.8955 393.0358 31102500
## 2004-10-29 393.0358 405.2230 389.9891 399.1294 80342500
## 2004-11-01 396.0827 402.1763 393.0359 402.1763 19962500
## 2004-11-02 402.1763 405.2230 396.0827 396.0827 25735000
## 2004-11-03 399.1294 399.1294 393.0358 399.1294 27620000
## 2004-11-04 399.1295 399.1295 393.0359 396.0827 13997500
## 2004-11-05 396.0827 399.1295 393.0359 396.0827 16117500
## 2004-11-08 396.0827 396.0827 389.9891 389.9891 16682500
## 2004-11-09 389.9891 393.0359 386.9423 389.9891 16957500
## 2004-11-10 393.0359 396.0827 389.9891 396.0827 32262500
## 2004-11-11 396.0826 399.1294 396.0826 399.1294 3727500
## 2004-11-12 399.1295 399.1295 393.0359 396.0827 8370000
## 2004-11-15 396.0827 396.0827 396.0827 396.0827 0
## 2004-11-16 396.0827 396.0827 396.0827 396.0827 0
## 2004-11-17 396.0827 396.0827 396.0827 396.0827 0
## 2004-11-18 396.0827 396.0827 396.0827 396.0827 0
## 2004-11-19 396.0827 396.0827 396.0827 396.0827 0
## 2004-11-22 396.0826 399.1294 396.0826 399.1294 6677500
## 2004-11-23 399.1295 408.2699 396.0827 408.2699 28970000
## 2004-11-24 408.2698 408.2698 396.0826 399.1294 37820000
## 2004-11-25 399.1294 399.1294 389.9890 393.0358 59425000
## 2004-11-26 393.0359 396.0827 389.9891 389.9891 16002500
## 2004-11-29 396.0827 396.0827 393.0359 396.0827 11772500
## 2004-11-30 396.0826 405.2230 396.0826 405.2230 67770000
## 2004-12-01 405.2231 405.2231 399.1295 402.1763 21197500
## 2004-12-02 407.7793 407.7793 401.5537 401.5537 48797500
## 2004-12-03 404.6664 404.6664 401.5536 404.6664 13070000
## 2004-12-06 404.6665 410.8921 404.6665 410.8921 19680000
## 2004-12-07 407.7793 407.7793 404.6664 404.6664 8950000
## 2004-12-08 404.6664 407.7793 404.6664 404.6664 14030000
## 2004-12-09 404.6664 407.7792 401.5536 407.7792 28755000
## 2004-12-10 404.6664 404.6664 398.4408 404.6664 26635000
## 2004-12-13 404.6664 404.6664 398.4408 404.6664 8870000
## 2004-12-14 404.6664 404.6664 395.3279 395.3279 7625000
## 2004-12-15 398.4408 414.0049 398.4408 414.0049 63765000
## 2004-12-16 414.0049 414.0049 407.7793 410.8921 5042500
## 2004-12-17 410.8920 414.0049 410.8920 414.0049 6427500
## 2004-12-20 410.8920 417.1177 410.8920 414.0049 48427500
## 2004-12-21 417.1177 417.1177 414.0049 414.0049 8477500
## 2004-12-22 414.0049 414.0049 410.8920 414.0049 4400000
## 2004-12-23 414.0049 414.0049 410.8921 410.8921 7595000
## 2004-12-24 410.8921 410.8921 410.8921 410.8921 0
## 2004-12-27 414.0049 417.1177 414.0049 414.0049 10717500
## 2004-12-28 414.0051 417.1179 414.0051 417.1179 8210000
## 2004-12-29 417.1179 417.1179 414.0051 417.1179 8532500
## 2004-12-30 414.0049 414.0049 410.8921 410.8921 8420000
## 2004-12-31 410.8921 410.8921 410.8921 410.8921 0
## 2005-01-03 414.0051 417.1179 414.0051 417.1179 7907500
## 2005-01-04 417.1179 420.2307 414.0051 417.1179 11352500
## 2005-01-05 414.0051 417.1179 414.0051 417.1179 10062500
## 2005-01-06 414.0049 414.0049 410.8920 414.0049 10942500
## 2005-01-07 414.0049 414.0049 410.8920 414.0049 1452500
## 2005-01-10 410.8922 417.1179 410.8922 417.1179 14067500
## 2005-01-11 414.0049 414.0049 410.8920 414.0049 10862500
## 2005-01-12 414.0049 417.1177 414.0049 414.0049 7877500
## 2005-01-13 414.0049 414.0049 414.0049 414.0049 4190000
## 2005-01-14 414.0048 426.4561 414.0048 423.3433 129122500
## 2005-01-17 426.4561 429.5689 423.3433 423.3433 20245000
## 2005-01-18 423.3435 423.3435 417.1178 420.2307 3145000
## 2005-01-19 420.2307 420.2307 420.2307 420.2307 7200000
## 2005-01-20 420.2305 426.4561 420.2305 426.4561 36837500
## 2005-01-24 423.3434 435.7946 423.3434 432.6818 38235000
## 2005-01-25 432.6818 435.7946 432.6818 435.7946 22167500
## 2005-01-26 435.7946 438.9074 432.6818 435.7946 32422500
## 2005-01-27 435.7946 438.9074 435.7946 438.9074 3762500
## 2005-01-28 438.9075 438.9075 429.5690 429.5690 27212500
## 2005-01-31 429.5690 435.7946 429.5690 435.7946 5445000
## 2005-02-01 432.6818 435.7946 432.6818 432.6818 4727500
## 2005-02-02 432.6819 445.1331 432.6819 442.0203 49250000
## 2005-02-03 445.1332 445.1332 432.6819 445.1332 8815000
## 2005-02-04 445.1331 451.3587 442.0203 448.2459 26535000
## 2005-02-07 448.2460 448.2460 442.0204 445.1332 4982500
## 2005-02-08 442.0203 442.0203 438.9075 442.0203 3995000
## 2005-02-11 442.0202 442.0202 438.9074 438.9074 3020000
## 2005-02-14 438.9075 442.0203 435.7947 442.0203 6885000
## 2005-02-15 442.0203 448.2459 442.0203 448.2459 12525000
## 2005-02-16 448.2460 448.2460 442.0204 445.1332 3997500
## 2005-02-17 442.0203 445.1331 442.0203 442.0203 6080000
## 2005-02-18 445.1332 445.1332 445.1332 445.1332 5085000
## 2005-02-21 445.1332 445.1332 442.0204 445.1332 7077500
## 2005-02-22 445.1332 445.1332 438.9075 445.1332 2670000
## 2005-02-23 442.0204 445.1332 442.0204 445.1332 5455000
## 2005-02-24 445.1332 445.1332 442.0204 445.1332 7022500
## 2005-02-25 442.0203 442.0203 435.7946 435.7946 13842500
## 2005-02-28 438.9075 445.1331 438.9075 442.0203 9960000
## 2005-03-01 445.1330 454.4715 445.1330 454.4715 24180000
## 2005-03-02 451.3587 454.4715 448.2459 448.2459 8147500
## 2005-03-03 451.3587 457.5843 451.3587 454.4715 4970000
## 2005-03-04 454.4715 457.5843 454.4715 454.4715 13100000
## 2005-03-07 462.0672 465.2321 455.7376 465.2321 17260000
## 2005-03-08 462.0671 468.3968 458.9023 468.3968 5422500
## 2005-03-09 465.2321 465.2321 462.0672 465.2321 2660000
## 2005-03-10 458.9023 458.9023 449.4078 458.9023 2320000
## 2005-03-14 455.7374 462.0671 455.7374 462.0671 4820000
## 2005-03-15 468.3968 468.3968 458.9023 462.0671 2817500
## 2005-03-16 462.0671 465.2320 455.7374 462.0671 10880000
## 2005-03-17 462.0671 465.2320 462.0671 462.0671 1222500
## 2005-03-18 462.0672 484.2211 462.0672 484.2211 28375000
## 2005-03-21 481.0561 490.5507 481.0561 487.3858 16960000
## 2005-03-22 487.3861 493.7158 487.3861 493.7158 8532500
## 2005-03-23 487.3858 490.5507 484.2210 487.3858 5075000
## 2005-03-24 487.3860 487.3860 468.3969 477.8914 2705000
## 2005-03-28 477.8914 477.8914 468.3968 471.5617 3727500
## 2005-03-29 471.5616 471.5616 455.7374 462.0671 5907500
## 2005-03-30 462.0672 481.0563 455.7376 465.2321 8320000
## 2005-03-31 477.8914 490.5508 474.7265 484.2211 13050000
## 2005-04-01 481.0562 484.2211 477.8914 484.2211 2687500
## 2005-04-04 477.8914 484.2211 477.8914 484.2211 2632500
## 2005-04-05 477.8916 481.0564 474.7267 481.0564 5240000
## 2005-04-06 477.8916 481.0564 474.7267 481.0564 1870000
## 2005-04-07 481.0561 487.3858 481.0561 487.3858 8762500
## 2005-04-08 484.2211 487.3859 484.2211 484.2211 9527500
## 2005-04-11 481.0564 481.0564 474.7267 481.0564 840000
## 2005-04-12 481.0563 490.5508 481.0563 490.5508 6260000
## 2005-04-13 487.3861 493.7158 487.3861 493.7158 5445000
## 2005-04-14 490.5508 490.5508 484.2211 484.2211 1165000
## 2005-04-15 481.0564 481.0564 481.0564 481.0564 3797500
## 2005-04-18 477.8913 477.8913 458.9023 462.0671 6190000
## 2005-04-19 462.0672 465.2321 462.0672 465.2321 4892500
## 2005-04-20 462.0672 468.3969 462.0672 465.2321 185000
## 2005-04-21 462.0672 462.0672 455.7375 458.9023 1027500
## 2005-04-25 455.7374 462.0671 446.2429 462.0671 2285000
## 2005-04-26 465.2320 465.2320 455.7374 462.0671 3312500
## 2005-04-27 462.0671 462.0671 462.0671 462.0671 872500
## 2005-04-28 465.2319 468.3968 465.2319 468.3968 3245000
## 2005-04-29 462.0671 474.7265 462.0671 474.7265 3145000
## 2005-05-02 471.5617 471.5617 468.3968 471.5617 1547500
## 2005-05-03 468.3968 487.3858 468.3968 487.3858 10580000
## 2005-05-04 484.2211 484.2211 481.0562 484.2211 7342500
## 2005-05-06 474.7266 477.8914 474.7266 477.8914 1322500
## 2005-05-09 474.7265 477.8914 471.5617 471.5617 1757500
## 2005-05-10 471.5616 471.5616 468.3968 468.3968 2215000
## 2005-05-11 462.0671 465.2320 462.0671 462.0671 3007500
## 2005-05-12 465.2320 465.2320 462.0671 462.0671 467500
## 2005-05-13 465.2319 468.3968 465.2319 468.3968 3565000
## 2005-05-16 468.3969 468.3969 465.2321 465.2321 2072500
## 2005-05-17 465.2320 471.5617 465.2320 471.5617 2915000
## 2005-05-18 471.5617 471.5617 468.3968 471.5617 3245000
## 2005-05-19 471.5617 474.7265 471.5617 471.5617 4345000
## 2005-05-20 471.5617 471.5617 468.3968 471.5617 5072500
## 2005-05-23 468.3968 468.3968 465.2319 468.3968 2080000
## 2005-05-25 468.3970 481.0564 468.3970 481.0564 16737500
## 2005-05-26 481.0564 481.0564 477.8916 481.0564 7300000
## 2005-05-27 481.0562 487.3859 481.0562 484.2211 7192500
## 2005-05-30 481.0562 484.2211 481.0562 484.2211 5855000
## 2005-05-31 484.2212 588.6610 484.2212 579.1665 82210000
## 2005-06-01 576.0014 576.0014 506.3749 506.3749 62490000
## 2005-06-02 509.5399 525.3641 503.2102 509.5399 37935000
## 2005-06-03 512.7047 534.8586 512.7047 522.1992 26802500
## 2005-06-06 519.0344 522.1992 515.8695 519.0344 3987500
## 2005-06-07 519.0344 519.0344 512.7047 515.8696 1692500
## 2005-06-08 509.5399 525.3641 506.3751 525.3641 3850000
## 2005-06-09 522.1992 522.1992 515.8695 519.0344 1270000
## 2005-06-10 515.8695 522.1992 515.8695 522.1992 72500
## 2005-06-13 519.0344 519.0344 515.8696 515.8696 1442500
## 2005-06-14 515.8695 522.1992 515.8695 519.0344 3307500
## 2005-06-15 519.0344 534.8586 515.8696 515.8696 23767500
## 2005-06-16 519.0344 522.1993 515.8696 515.8696 9560000
## 2005-06-17 522.1993 528.5290 522.1993 525.3641 10855000
## 2005-06-20 525.3641 528.5289 519.0344 519.0344 2930000
## 2005-06-21 515.8696 519.0344 515.8696 515.8696 622500
## 2005-06-22 519.0344 519.0344 515.8696 515.8696 1242500
## 2005-06-23 519.0344 525.3641 519.0344 525.3641 4312500
## 2005-06-24 519.0344 525.3641 519.0344 522.1992 2325000
## 2005-06-27 522.1993 522.1993 515.8696 515.8696 4902500
## 2005-06-28 519.0344 522.1992 519.0344 519.0344 1682500
## 2005-06-29 515.8695 519.0344 515.8695 519.0344 397500
## 2005-06-30 519.0344 522.1993 515.8696 515.8696 1322500
## 2005-07-01 522.1992 522.1992 519.0344 519.0344 155000
## 2005-07-04 519.0344 531.6938 519.0344 531.6938 11355000
## 2005-07-05 531.6938 547.5180 531.6938 541.1883 10572500
## 2005-07-06 538.0234 541.1883 519.0344 522.1992 6577500
## 2005-07-07 525.3641 534.8586 525.3641 531.6938 7397500
## 2005-07-08 528.5289 534.8586 528.5289 531.6938 2775000
## 2005-07-11 538.7916 538.7916 532.3390 535.5653 2525000
## 2005-07-12 535.5654 542.0180 532.3391 532.3391 4720000
## 2005-07-13 532.3391 535.5654 532.3391 532.3391 1557500
## 2005-07-14 532.3390 535.5653 529.1127 529.1127 5235000
## 2005-07-15 529.1127 529.1127 529.1127 529.1127 4245000
## 2005-07-18 529.1127 538.7916 529.1127 538.7916 6777500
## 2005-07-19 538.7916 538.7916 538.7916 538.7916 0
## 2005-07-20 538.7916 538.7916 535.5653 535.5653 5732500
## 2005-07-21 542.0180 545.2443 538.7917 542.0180 4657500
## 2005-07-22 545.2442 554.9231 545.2442 551.6968 5902500
## 2005-07-25 551.6968 558.1494 551.6968 554.9231 1470000
## 2005-07-26 554.9231 567.8283 554.9231 567.8283 7455000
## 2005-07-27 564.6020 567.8283 561.3757 561.3757 1362500
## 2005-07-28 558.1492 577.5070 558.1492 577.5070 13145000
## 2005-07-29 580.7335 580.7335 561.3757 561.3757 5065000
## 2005-08-01 561.3757 583.9598 561.3757 580.7335 8847500
## 2005-08-02 580.7335 593.6387 580.7335 593.6387 5270000
## 2005-08-03 593.6386 609.7700 593.6386 603.3174 11965000
## 2005-08-04 606.5438 606.5438 587.1860 587.1860 2607500
## 2005-08-05 590.4124 590.4124 564.6020 567.8283 5610000
## 2005-08-08 567.8283 567.8283 554.9231 554.9231 4685000
## 2005-08-09 554.9232 561.3758 554.9232 558.1495 895000
## 2005-08-10 558.1494 567.8283 558.1494 564.6020 3607500
## 2005-08-11 564.6020 574.2809 564.6020 567.8283 5132500
## 2005-08-12 567.8283 580.7335 564.6020 580.7335 3177500
## 2005-08-15 561.3758 561.3758 554.9232 558.1495 790000
## 2005-08-16 558.1495 558.1495 545.2443 548.4706 1657500
## 2005-08-18 551.6969 551.6969 548.4706 548.4706 3037500
## 2005-08-19 551.6968 574.2809 548.4705 574.2809 2990000
## 2005-08-22 574.2808 583.9597 571.0545 571.0545 8010000
## 2005-08-23 571.0546 580.7335 571.0546 580.7335 9720000
## 2005-08-24 574.2809 577.5072 561.3757 574.2809 8950000
## 2005-08-25 574.2808 587.1860 574.2808 583.9597 15565000
## 2005-08-26 583.9598 583.9598 561.3757 567.8283 1712500
## 2005-08-29 564.6019 571.0545 535.5652 571.0545 6757500
## 2005-08-30 542.0180 564.6021 529.1128 558.1495 11425000
## 2005-08-31 542.0179 561.3757 542.0179 545.2442 15862500
## 2005-09-01 542.0179 542.0179 535.5653 538.7916 4760000
## 2005-09-05 535.5654 535.5654 522.6602 525.8865 12340000
## 2005-09-06 529.1128 529.1128 522.6602 522.6602 3960000
## 2005-09-07 529.1128 529.1128 519.4339 522.6602 6200000
## 2005-09-08 525.8865 532.3391 522.6602 532.3391 34390000
## 2005-09-09 538.7917 538.7917 529.1128 532.3391 11425000
## 2005-09-12 532.3390 535.5653 525.8864 529.1127 4162500
## 2005-09-13 525.8865 525.8865 519.4339 522.6602 3197500
## 2005-09-14 519.4338 519.4338 490.3971 493.6234 18225000
## 2005-09-15 493.6236 493.6236 480.7184 490.3973 18452500
## 2005-09-16 493.6234 503.3023 493.6234 503.3023 7762500
## 2005-09-19 496.8498 522.6602 496.8498 516.2076 9452500
## 2005-09-20 516.2076 516.2076 506.5287 516.2076 6640000
## 2005-09-21 509.7549 509.7549 506.5286 509.7549 2360000
## 2005-09-22 506.5286 509.7549 500.0760 503.3023 12262500
## 2005-09-23 503.3022 506.5285 500.0759 500.0759 10580000
## 2005-09-26 503.3024 522.6601 503.3024 519.4338 22767500
## 2005-09-27 519.4339 522.6602 519.4339 522.6602 1085000
## 2005-09-28 522.6602 532.3390 519.4339 522.6602 15942500
## 2005-09-29 522.6602 529.1128 522.6602 522.6602 5337500
## 2005-09-30 525.8865 525.8865 522.6602 525.8865 20
## 2005-10-03 542.0180 551.6969 516.2076 542.0180 20
## 2005-10-04 564.6020 574.2809 545.2442 564.6020 20
## 2005-10-05 554.9231 561.3757 551.6968 554.9231 20
## 2005-10-06 574.2809 583.9598 554.9231 574.2809 20
## 2005-10-07 596.8648 603.3174 577.5070 596.8648 20
## 2005-10-10 603.3174 609.7700 593.6386 603.3174 20
## 2005-10-11 593.6387 603.3176 583.9598 593.6387 20
## 2005-10-12 596.8648 596.8648 593.6385 596.8648 20
## 2005-10-13 593.6387 596.8650 590.4124 593.6387 14600000
## 2005-10-14 590.4125 590.4125 590.4125 590.4125 12500
## 2005-10-17 580.7335 580.7335 574.2809 574.2809 355000
## 2005-10-18 561.3757 571.0546 554.9231 561.3757 20
## 2005-10-19 554.9231 558.1494 545.2442 554.9231 2522500
## 2005-10-20 554.9230 554.9230 538.7916 538.7916 1810000
## 2005-10-21 538.7916 548.4705 538.7916 538.7916 20
## 2005-10-24 532.3391 538.7917 532.3391 532.3391 20
## 2005-10-25 532.3390 532.3390 522.6601 529.1127 4677500
## 2005-10-26 551.6968 551.6968 529.1128 551.6968 20
## 2005-10-27 551.6968 554.9231 551.6968 551.6968 6092500
## 2005-10-28 548.4706 548.4706 538.7917 548.4706 1962500
## 2005-10-31 564.6020 564.6020 548.4705 564.6020 20
## 2005-11-01 561.3757 567.8283 558.1494 561.3757 20
## 2005-11-07 561.3757 561.3757 561.3757 561.3757 0
## 2005-11-08 561.3757 561.3757 561.3757 561.3757 0
## 2005-11-09 564.6020 603.3176 564.6020 593.6387 13710000
## 2005-11-10 590.4125 593.6388 587.1862 590.4125 20
## 2005-11-11 574.2809 583.9598 571.0546 574.2809 20
## 2005-11-14 548.4706 574.2810 548.4706 548.4706 20
## 2005-11-15 542.0180 548.4706 542.0180 542.0180 20
## 2005-11-16 554.9231 561.3757 548.4705 554.9231 20
## 2005-11-17 545.2442 554.9231 545.2442 545.2442 882500
## 2005-11-18 564.6020 564.6020 545.2442 564.6020 20
## 2005-11-21 567.8283 571.0546 564.6020 567.8283 9615000
## 2005-11-22 567.8283 571.0546 564.6020 567.8283 20
## 2005-11-23 548.4706 567.8284 542.0180 548.4706 20
## 2005-11-24 554.9231 558.1494 551.6968 554.9231 20
## 2005-11-25 554.9231 558.1494 551.6968 554.9231 20
## 2005-11-28 554.9231 554.9231 548.4705 554.9231 2345000
## 2005-11-29 567.8283 567.8283 554.9231 567.8283 20
## 2005-11-30 558.1495 571.0547 558.1495 558.1495 20
## 2005-12-01 554.9231 561.3757 551.6968 554.9231 20
## 2005-12-02 574.2809 574.2809 558.1494 574.2809 20
## 2005-12-05 564.6020 574.2809 564.6020 564.6020 20
## 2005-12-06 582.2662 582.2662 572.4528 582.2662 20
## 2005-12-07 582.2662 585.5374 578.9951 582.2662 9057500
## 2005-12-08 582.2662 592.0797 575.7239 582.2662 20
## 2005-12-09 572.4526 582.2661 572.4526 572.4526 20
## 2005-12-12 562.6393 572.4528 559.3681 562.6393 20
## 2005-12-13 559.3682 565.9105 559.3682 559.3682 20
## 2005-12-14 565.9105 569.1816 559.3681 565.9105 20
## 2005-12-15 565.9105 572.4528 562.6393 565.9105 20
## 2005-12-16 559.3682 565.9105 556.0971 559.3682 20
## 2005-12-19 559.3682 565.9105 559.3682 559.3682 8795000
## 2005-12-20 559.3682 562.6394 556.0971 559.3682 20
## 2005-12-21 556.0971 556.0971 552.8259 556.0971 2935000
## 2005-12-22 559.3682 562.6394 556.0971 559.3682 20
## 2005-12-23 559.3683 559.3683 552.8259 556.0971 2450000
## 2005-12-26 556.0971 556.0971 556.0971 556.0971 0
## 2005-12-27 549.5547 559.3682 549.5547 549.5547 20
## 2005-12-28 556.0971 559.3683 549.5548 556.0971 20
## 2005-12-29 559.3682 562.6394 556.0971 559.3682 20
## 2005-12-30 559.3682 559.3682 559.3682 559.3682 0
## 2006-01-02 562.6393 562.6393 559.3681 562.6393 20
## 2006-01-03 565.9105 565.9105 559.3681 565.9105 20
## 2006-01-04 572.4526 572.4526 569.1815 572.4526 20
## 2006-01-05 569.1817 575.7240 565.9105 569.1817 20
## 2006-01-06 575.7239 575.7239 569.1816 575.7239 20
## 2006-01-09 575.7238 585.5373 575.7238 578.9950 11780000
## 2006-01-10 578.9950 578.9950 578.9950 578.9950 0
## 2006-01-11 578.9950 592.0796 578.9950 578.9950 23967500
## 2006-01-12 572.4526 582.2661 572.4526 572.4526 20
## 2006-01-13 575.7239 592.0797 569.1816 575.7239 20
## 2006-01-16 572.4526 578.9950 569.1815 572.4526 20
## 2006-01-17 559.3682 572.4529 559.3682 559.3682 20
## 2006-01-18 556.0969 556.0969 546.2834 552.8257 8052500
## 2006-01-19 562.6393 562.6393 552.8258 562.6393 20
## 2006-01-20 559.3682 569.1817 559.3682 559.3682 20
## 2006-01-23 552.8258 562.6393 552.8258 562.6393 11292500
## 2006-01-24 575.7239 582.2663 565.9105 575.7239 20
## 2006-01-25 578.9951 578.9951 569.1816 575.7239 1172500
## 2006-01-26 572.4526 575.7238 572.4526 572.4526 1072500
## 2006-01-27 569.1817 572.4529 562.6394 569.1817 20
## 2006-01-30 562.6393 569.1816 562.6393 562.6393 20
## 2006-01-31 562.6393 562.6393 562.6393 562.6393 0
## 2006-02-01 562.6393 575.7239 562.6393 562.6393 20
## 2006-02-02 565.9105 569.1816 562.6393 565.9105 4647500
## 2006-02-03 562.6393 565.9104 562.6393 562.6393 20
## 2006-02-06 562.6393 565.9104 562.6393 562.6393 20
## 2006-02-07 569.1817 569.1817 562.6394 569.1817 20
## 2006-02-08 569.1817 569.1817 562.6394 569.1817 12987500
## 2006-02-09 575.7239 575.7239 565.9105 575.7239 20
## 2006-02-10 569.1817 572.4529 565.9105 569.1817 20
## 2006-02-13 569.1817 575.7240 569.1817 569.1817 2112500
## 2006-02-14 565.9105 565.9105 543.0123 565.9105 20
## 2006-02-15 565.9105 565.9105 556.0970 565.9105 20
## 2006-02-16 565.9105 572.4528 565.9105 565.9105 3940000
## 2006-02-17 572.4526 572.4526 562.6392 572.4526 20
## 2006-02-20 572.4528 572.4528 562.6393 565.9105 575000
## 2006-02-21 562.6393 565.9104 562.6393 562.6393 20
## 2006-02-22 559.3682 562.6394 559.3682 559.3682 5347500
## 2006-02-23 556.0970 562.6393 556.0970 562.6393 8555000
## 2006-02-24 546.2836 559.3682 546.2836 546.2836 20
## 2006-02-27 559.3682 559.3682 556.0971 559.3682 1447500
## 2006-02-28 559.3682 562.6394 552.8259 559.3682 3310000
## 2006-03-01 562.6393 562.6393 552.8258 562.6393 20
## 2006-03-02 562.6393 562.6393 559.3681 562.6393 6810000
## 2006-03-03 562.6393 565.9104 562.6393 562.6393 6772500
## 2006-03-06 562.6393 562.6393 552.8258 562.6393 20
## 2006-03-07 552.8257 559.3681 552.8257 552.8257 1675000
## 2006-03-08 552.8259 552.8259 546.2836 549.5547 12525000
## 2006-03-09 562.6393 569.1816 556.0970 562.6393 20
## 2006-03-10 556.0971 562.6394 556.0971 556.0971 20
## 2006-03-13 552.8257 556.0969 552.8257 552.8257 20
## 2006-03-14 552.8259 562.6394 552.8259 559.3682 672500
## 2006-03-15 559.3681 562.6393 552.8258 562.6393 20
## 2006-03-16 562.6393 565.9104 559.3681 562.6393 7495000
## 2006-03-17 562.6393 562.6393 562.6393 562.6393 1217500
## 2006-03-20 559.3682 562.6394 556.0971 559.3682 15765000
## 2006-03-21 559.3681 569.1816 559.3681 562.6393 18852500
## 2006-03-22 562.6393 562.6393 559.3681 562.6393 4480000
## 2006-03-23 562.6393 565.9104 556.0970 562.6393 4280000
## 2006-03-24 556.0971 562.6394 556.0971 556.0971 20
## 2006-03-27 559.3682 559.3682 556.0971 559.3682 20
## 2006-03-28 559.3682 562.6394 559.3682 559.3682 20
## 2006-03-29 556.0971 559.3683 552.8259 556.0971 9507500
## 2006-03-30 556.0971 556.0971 556.0971 556.0971 0
## 2006-03-31 556.0971 556.0971 556.0971 556.0971 0
## 2006-04-03 549.5547 556.0971 546.2836 549.5547 20
## 2006-04-04 552.8257 552.8257 549.5546 552.8257 20
## 2006-04-05 549.5547 549.5547 549.5547 549.5547 13600000
## 2006-04-06 559.3682 559.3682 552.8259 559.3682 20
## 2006-04-07 565.9105 565.9105 559.3681 565.9105 20
## 2006-04-10 565.9105 565.9105 565.9105 565.9105 0
## 2006-04-11 556.0971 559.3683 552.8259 556.0971 20
## 2006-04-12 565.9105 569.1816 552.8258 565.9105 20
## 2006-04-13 559.3682 565.9105 559.3682 559.3682 20
## 2006-04-14 559.3682 559.3682 559.3682 559.3682 0
## 2006-04-17 556.0971 559.3683 556.0971 556.0971 3537500
## 2006-04-18 569.1817 569.1817 556.0971 569.1817 20
## 2006-04-19 569.1817 575.7240 565.9105 569.1817 20
## 2006-04-20 569.1817 575.7240 565.9105 569.1817 24220000
## 2006-04-21 556.0971 569.1817 556.0971 556.0971 20
## 2006-04-24 556.0971 562.6394 549.5548 556.0971 10590000
## 2006-04-25 556.0971 559.3683 552.8259 556.0971 8297500
## 2006-04-26 562.6393 565.9104 556.0970 562.6393 20
## 2006-04-27 562.6393 572.4528 559.3681 562.6393 26450000
## 2006-04-28 562.6394 601.8933 562.6394 598.6221 97552500
## 2006-05-01 614.9777 621.5200 598.6219 614.9777 20
## 2006-05-02 614.9777 624.7911 601.8930 614.9777 20
## 2006-05-03 614.9779 657.5030 614.9779 654.2318 51907500
## 2006-05-04 667.3163 667.3163 608.4354 628.0624 31307500
## 2006-05-05 637.8760 654.2318 624.7914 654.2318 9375000
## 2006-05-08 628.0624 660.7740 621.5201 628.0624 20
## 2006-05-09 631.3337 641.1472 624.7914 631.3337 20
## 2006-05-10 628.0624 634.6047 624.7912 628.0624 20
## 2006-05-11 621.5202 628.0625 618.2490 621.5202 20
## 2006-05-12 614.9777 618.2488 608.4353 614.9777 20
## 2006-05-15 572.4526 601.8931 559.3680 572.4526 20
## 2006-05-16 562.6392 595.3508 552.8258 595.3508 13432500
## 2006-05-17 582.2662 611.7067 575.7239 582.2662 20
## 2006-05-18 556.0971 572.4529 536.4701 559.3682 13777500
## 2006-05-19 556.0969 562.6392 549.5546 552.8257 3577500
## 2006-05-22 549.5547 552.8259 536.4701 549.5547 20
## 2006-05-23 539.7412 546.2835 536.4701 539.7412 20
## 2006-05-24 529.9276 549.5546 523.3853 529.9276 20
## 2006-05-25 529.9276 529.9276 529.9276 529.9276 0
## 2006-05-26 529.9276 529.9276 529.9276 529.9276 0
## 2006-05-29 536.4699 539.7411 520.1142 523.3853 4567500
## 2006-05-30 546.2836 546.2836 523.3855 546.2836 20
## 2006-05-31 526.6566 533.1989 526.6566 526.6566 20
## 2006-06-01 549.5547 556.0971 536.4701 549.5547 20
## 2006-06-02 562.6393 569.1816 543.0123 562.6393 20
## 2006-06-05 552.8257 562.6392 549.5546 552.8257 20
## 2006-06-06 539.7412 546.2835 536.4701 539.7412 20
## 2006-06-07 529.9276 533.1988 526.6565 529.9276 20
## 2006-06-08 510.3008 523.3854 507.0296 510.3008 20
## 2006-06-09 516.8431 516.8431 507.0297 516.8431 20
## 2006-06-12 510.3008 513.5719 503.7584 510.3008 20
## 2006-06-13 487.4026 503.7584 480.8603 487.4026 20
## 2006-06-14 480.8604 487.4027 474.3181 480.8604 20
## 2006-06-15 500.4872 500.4872 487.4026 500.4872 20
## 2006-06-16 513.5720 549.5547 513.5720 546.2836 24670000
## 2006-06-19 543.0123 546.2835 543.0123 543.0123 4015000
## 2006-06-20 543.0123 546.2835 536.4700 543.0123 20
## 2006-06-21 536.4700 543.0123 536.4700 536.4700 20
## 2006-06-22 539.7412 546.2835 536.4701 539.7412 20
## 2006-06-23 545.8056 545.8056 532.3289 545.8056 20
## 2006-06-26 539.0673 542.4364 532.3289 539.0673 20
## 2006-06-27 542.4366 549.1749 539.0674 542.4366 20
## 2006-06-28 539.0673 542.4364 539.0673 539.0673 3135000
## 2006-06-29 539.0673 545.8056 539.0673 545.8056 1672500
## 2006-06-30 555.9133 555.9133 549.1749 555.9133 20
## 2006-07-03 552.5440 555.9132 549.1748 552.5440 3770000
## 2006-07-04 562.6516 566.0208 555.9133 562.6516 20
## 2006-07-05 566.0208 566.0208 562.6516 566.0208 20
## 2006-07-06 576.1283 576.1283 555.9133 576.1283 20
## 2006-07-07 579.4973 589.6048 579.4973 579.4973 4975000
## 2006-07-10 579.4973 589.6048 576.1281 579.4973 20
## 2006-07-11 569.3898 576.1282 569.3898 569.3898 20
## 2006-07-12 582.8666 582.8666 579.4974 582.8666 1430000
## 2006-07-13 569.3898 576.1282 566.0207 569.3898 20
## 2006-07-14 559.2823 569.3899 559.2823 559.2823 20
## 2006-07-17 559.2823 559.2823 552.5440 559.2823 20
## 2006-07-18 566.0208 569.3899 555.9132 566.0208 20
## 2006-07-19 569.3900 572.7592 566.0208 572.7592 3420000
## 2006-07-20 566.0208 579.4974 566.0208 566.0208 20
## 2006-07-21 559.2823 576.1282 555.9132 559.2823 20
## 2006-07-24 559.2823 562.6515 552.5440 559.2823 20
## 2006-07-25 559.2823 569.3899 559.2823 559.2823 20
## 2006-07-26 562.6515 572.7590 562.6515 569.3898 3575000
## 2006-07-27 569.3899 572.7591 559.2824 566.0208 1550000
## 2006-07-28 569.3898 569.3898 562.6515 569.3898 3442500
## 2006-07-31 569.3898 572.7590 566.0207 569.3898 20
## 2006-08-01 572.7592 576.1283 569.3900 572.7592 6017500
## 2006-08-02 576.1283 586.2358 572.7591 576.1283 20
## 2006-08-03 579.4973 582.8665 576.1281 579.4973 20
## 2006-08-04 579.4973 582.8665 579.4973 579.4973 1560000
## 2006-08-07 582.8666 586.2357 579.4974 582.8666 4175000
## 2006-08-08 569.3898 579.4973 569.3898 569.3898 20
## 2006-08-09 586.2358 589.6050 572.7591 586.2358 20
## 2006-08-10 576.1283 586.2358 576.1283 576.1283 20
## 2006-08-11 582.8666 582.8666 576.1282 582.8666 20
## 2006-08-14 582.8666 586.2357 579.4974 582.8666 4310000
## 2006-08-15 582.8666 586.2357 579.4974 582.8666 20
## 2006-08-16 586.2358 592.9741 586.2358 586.2358 5017500
## 2006-08-17 586.2358 586.2358 586.2358 586.2358 0
## 2006-08-18 586.2358 586.2358 586.2358 586.2358 0
## 2006-08-21 586.2358 586.2358 586.2358 586.2358 0
## 2006-08-22 582.8666 582.8666 576.1282 582.8666 1827500
## 2006-08-23 582.8666 582.8666 576.1283 576.1283 15
## 2006-08-24 569.3898 576.1282 569.3898 569.3898 20
## 2006-08-25 572.7592 576.1283 569.3900 572.7592 1922500
## 2006-08-28 572.7592 576.1283 572.7592 572.7592 20
## 2006-08-29 572.7592 576.1283 569.3900 572.7592 20
## 2006-08-30 579.4973 586.2357 572.7590 579.4973 20
## 2006-08-31 603.0815 613.1890 579.4973 603.0815 20
## 2006-09-01 606.4509 609.8200 603.0817 606.4509 20
## 2006-09-04 606.4509 613.1892 596.3434 606.4509 3920000
## 2006-09-05 609.8200 609.8200 599.7125 609.8200 20
## 2006-09-06 606.4509 609.8200 599.7125 606.4509 20
## 2006-09-07 603.0815 603.0815 603.0815 603.0815 25000
## 2006-09-08 596.3431 606.4507 579.4973 596.3431 20
## 2006-09-11 589.6047 606.4506 589.6047 589.6047 20
## 2006-09-12 586.2358 589.6050 582.8666 586.2358 1752500
## 2006-09-13 596.3431 599.7123 592.9740 596.3431 1737500
## 2006-09-14 592.9741 596.3432 586.2357 592.9741 20
## 2006-09-15 596.3431 599.7123 586.2356 596.3431 20
## 2006-09-18 599.7124 599.7124 599.7124 599.7124 1567500
## 2006-09-19 613.1890 619.9274 599.7123 613.1890 20
## 2006-09-20 592.9741 613.1891 592.9741 592.9741 20
## 2006-09-21 603.0815 609.8198 596.3431 603.0815 20
## 2006-09-22 606.4509 609.8200 603.0817 606.4509 20
## 2006-09-25 606.4509 609.8200 603.0817 606.4509 20
## 2006-09-26 606.4509 609.8200 599.7125 606.4509 1382500
## 2006-09-27 606.4509 609.8200 606.4509 606.4509 2912500
## 2006-09-28 616.5584 616.5584 613.1892 616.5584 20
## 2006-09-29 619.9277 619.9277 613.1893 619.9277 20
## 2006-10-02 616.5584 623.2968 609.8201 616.5584 20
## 2006-10-03 626.6657 626.6657 616.5582 626.6657 20
## 2006-10-04 630.0350 636.7733 623.2966 630.0350 20
## 2006-10-05 630.0350 633.4041 630.0350 630.0350 20
## 2006-10-06 630.0350 633.4041 630.0350 630.0350 5132500
## 2006-10-09 626.6657 626.6657 623.2965 626.6657 1412500
## 2006-10-10 633.4040 636.7732 623.2965 633.4040 20
## 2006-10-11 633.4040 636.7732 633.4040 633.4040 20
## 2006-10-12 633.4040 633.4040 626.6657 633.4040 20
## 2006-10-13 646.8807 653.6191 633.4041 646.8807 20
## 2006-10-16 646.8807 646.8807 640.1424 646.8807 1940000
## 2006-10-17 640.1425 656.9884 640.1425 640.1425 20
## 2006-10-18 626.6657 640.1424 626.6657 626.6657 20
## 2006-10-19 626.6657 636.7732 626.6657 633.4040 2492500
## 2006-10-20 646.8807 650.2499 633.4041 646.8807 20
## 2006-10-23 646.8807 646.8807 646.8807 646.8807 0
## 2006-10-24 646.8807 646.8807 646.8807 646.8807 0
## 2006-10-25 646.8807 646.8807 646.8807 646.8807 0
## 2006-10-26 646.8807 646.8807 646.8807 646.8807 0
## 2006-10-27 646.8807 646.8807 646.8807 646.8807 0
## 2006-10-30 653.6190 653.6190 633.4040 653.6190 20
## 2006-10-31 646.8807 653.6191 643.5116 646.8807 20
## 2006-11-01 646.8807 653.6190 646.8807 653.6190 3782500
## 2006-11-02 663.7266 663.7266 646.8807 663.7266 20
## 2006-11-03 663.7266 670.4649 663.7266 667.0958 4212500
## 2006-11-06 677.2031 677.2031 673.8340 677.2031 20
## 2006-11-07 680.5726 687.3109 680.5726 680.5726 3775000
## 2006-11-08 700.7874 707.5258 680.5724 700.7874 20
## 2006-11-09 700.7874 700.7874 687.3107 700.7874 20
## 2006-11-10 687.3109 700.7876 680.5726 687.3109 20
## 2006-11-13 673.8342 680.5726 667.0959 673.8342 20
## 2006-11-14 687.3109 687.3109 673.8342 687.3109 20
## 2006-11-15 694.0491 694.0491 667.0958 694.0491 20
## 2006-11-16 673.8342 687.3109 673.8342 673.8342 20
## 2006-11-17 694.0491 694.0491 680.5725 694.0491 20
## 2006-11-20 694.0491 694.0491 673.8341 694.0491 20
## 2006-11-21 694.0491 694.0491 687.3108 694.0491 15
## 2006-11-22 721.0026 721.0026 707.5259 721.0026 20
## 2006-11-23 747.9557 747.9557 727.7407 747.9557 20
## 2006-11-24 747.9557 754.6940 741.2173 747.9557 10512500
## 2006-11-27 754.6943 822.0777 741.2176 741.2176 9577500
## 2006-11-28 774.9094 781.6477 754.6943 774.9094 20
## 2006-11-29 788.3859 788.3859 781.6476 788.3859 20
## 2006-11-30 819.8121 860.8027 799.3168 819.8121 20
## 2006-12-01 826.6439 833.4757 819.8122 826.6439 20
## 2006-12-04 840.3074 840.3074 826.6439 840.3074 20
## 2006-12-05 860.8029 860.8029 840.3075 860.8029 20
## 2006-12-06 860.8029 901.7935 860.8029 860.8029 20
## 2006-12-07 860.8029 867.6346 853.9711 860.8029 877500
## 2006-12-08 860.8029 888.1299 860.8029 860.8029 3350000
## 2006-12-11 860.8029 888.1299 860.8029 860.8029 20
## 2006-12-12 867.6346 874.4664 860.8028 867.6346 2357500
## 2006-12-13 853.9709 888.1297 853.9709 853.9709 20
## 2006-12-14 888.1298 888.1298 853.9709 888.1298 20
## 2006-12-15 888.1297 908.6250 881.2980 901.7933 8590000
## 2006-12-18 929.1205 929.1205 888.1299 929.1205 20
## 2006-12-19 874.4662 922.2886 867.6344 874.4662 20
## 2006-12-20 881.2982 935.9523 881.2982 881.2982 20
## 2006-12-21 908.6249 915.4566 894.9613 908.6249 20
## 2006-12-22 901.7933 908.6250 894.9615 901.7933 20
## 2006-12-26 901.7933 915.4568 901.7933 901.7933 20
## 2006-12-27 901.7933 901.7933 888.1298 894.9615 1325000
## 2006-12-28 894.9615 901.7933 888.1298 894.9615 15
## 2006-12-29 901.7933 908.6250 894.9615 901.7933 4810000
## 2007-01-02 908.6249 942.7837 908.6249 908.6249 20
## 2007-01-03 888.1298 908.6251 881.2980 888.1298 20
## 2007-01-04 867.6346 894.9617 867.6346 867.6346 20
## 2007-01-05 881.2982 881.2982 867.6346 881.2982 20
## 2007-01-08 867.6346 881.2981 867.6346 867.6346 20
## 2007-01-09 833.4756 867.6344 826.6438 833.4756 20
## 2007-01-10 778.8214 778.8214 778.8214 778.8214 10
## 2007-01-11 792.4849 799.3166 778.8213 792.4849 6962500
## 2007-01-12 799.3167 847.1390 785.6531 847.1390 17815000
## 2007-01-15 840.3074 847.1392 833.4757 840.3074 20
## 2007-01-16 860.8029 860.8029 840.3075 860.8029 20
## 2007-01-17 847.1390 853.9708 840.3073 847.1390 20
## 2007-01-18 847.1390 847.1390 833.4755 847.1390 6132500
## 2007-01-19 867.6346 867.6346 840.3075 867.6346 20
## 2007-01-22 853.9709 867.6344 847.1391 853.9709 20
## 2007-01-23 833.4756 847.1391 833.4756 833.4756 20
## 2007-01-24 826.6439 840.3075 826.6439 826.6439 20
## 2007-01-25 812.9803 833.4756 806.1486 812.9803 20
## 2007-01-26 799.3169 812.9804 785.6534 799.3169 20
## 2007-01-29 799.3169 799.3169 785.6534 799.3169 20
## 2007-01-30 792.4849 806.1484 792.4849 792.4849 20
## 2007-01-31 799.3169 799.3169 771.9898 799.3169 20
## 2007-02-01 806.1487 819.8122 799.3169 799.3169 15
## 2007-02-02 840.3074 840.3074 840.3074 840.3074 20
## 2007-02-05 833.4756 847.1391 826.6438 833.4756 9905000
## 2007-02-06 812.9803 833.4756 812.9803 812.9803 20
## 2007-02-07 812.9803 819.8121 812.9803 812.9803 2082500
## 2007-02-08 806.1484 806.1484 799.3167 806.1484 1440000
## 2007-02-09 806.1484 806.1484 806.1484 806.1484 0
## 2007-02-12 806.1484 806.1484 799.3167 806.1484 20
## 2007-02-13 792.4849 799.3166 785.6531 792.4849 20
## 2007-02-14 778.8214 799.3166 778.8214 778.8214 20
## 2007-02-15 806.1484 812.9802 792.4849 806.1484 20
## 2007-02-16 792.4849 812.9802 792.4849 792.4849 20
## 2007-02-19 792.4849 792.4849 792.4849 792.4849 795000
## 2007-02-20 785.6532 792.4850 785.6532 785.6532 3987500
## 2007-02-21 806.1484 806.1484 785.6531 806.1484 20
## 2007-02-22 792.4849 806.1484 792.4849 792.4849 20
## 2007-02-23 785.6532 792.4850 778.8214 785.6532 20
## 2007-02-26 778.8214 792.4849 778.8214 778.8214 20
## 2007-02-27 771.9898 785.6533 765.1580 771.9898 20
## 2007-02-28 765.1581 771.9898 737.8310 765.1581 20
## 2007-03-01 771.9898 785.6533 758.3263 771.9898 20
## 2007-03-02 758.3262 771.9897 758.3262 758.3262 20
## 2007-03-05 751.4943 751.4943 737.8308 751.4943 3635000
## 2007-03-06 758.3262 758.3262 751.4944 758.3262 9825000
## 2007-03-07 751.4943 765.1579 751.4943 751.4943 20
## 2007-03-08 758.3262 771.9897 758.3262 758.3262 5975000
## 2007-03-09 765.1581 778.8216 758.3263 765.1581 14420000
## 2007-03-12 765.1581 765.1581 758.3263 765.1581 2197500
## 2007-03-13 771.9898 771.9898 765.1580 771.9898 20
## 2007-03-14 758.3262 758.3262 751.4944 758.3262 2182500
## 2007-03-15 744.6627 765.1580 744.6627 744.6627 20
## 2007-03-16 771.9898 771.9898 744.6627 771.9898 20
## 2007-03-20 771.9897 771.9897 724.1674 724.1674 4242500
## 2007-03-21 744.6627 751.4945 730.9992 744.6627 20
## 2007-03-22 758.3262 765.1579 751.4944 758.3262 20
## 2007-03-23 765.1581 765.1581 758.3263 765.1581 20
## 2007-03-26 771.9898 778.8216 765.1580 771.9898 20
## 2007-03-27 778.8214 778.8214 765.1578 778.8214 20
## 2007-03-28 771.9898 771.9898 765.1580 771.9898 20
## 2007-03-29 778.8214 785.6531 771.9896 778.8214 20
## 2007-03-30 778.8214 778.8214 771.9896 778.8214 2175000
## 2007-04-02 765.1581 785.6534 765.1581 765.1581 20
## 2007-04-03 785.6532 785.6532 771.9897 785.6532 20
## 2007-04-04 792.4849 806.1484 785.6531 792.4849 19675000
## 2007-04-05 778.8214 799.3166 778.8214 778.8214 20
## 2007-04-09 778.8214 799.3166 778.8214 778.8214 20
## 2007-04-10 778.8214 778.8214 771.9896 778.8214 3545000
## 2007-04-11 792.4849 806.1484 778.8213 792.4849 20
## 2007-04-12 799.3169 799.3169 785.6534 799.3169 20
## 2007-04-13 819.8121 819.8121 799.3168 819.8121 20
## 2007-04-16 833.4756 847.1391 819.8121 833.4756 20
## 2007-04-17 819.8121 847.1392 819.8121 819.8121 20
## 2007-04-18 806.1484 826.6437 806.1484 806.1484 20
## 2007-04-19 771.9898 799.3169 771.9898 771.9898 20
## 2007-04-20 792.4849 792.4849 785.6531 792.4849 6057500
## 2007-04-23 785.6532 806.1485 778.8214 785.6532 20
## 2007-04-24 771.9898 799.3169 771.9898 771.9898 20
## 2007-04-25 765.1581 771.9898 758.3263 765.1581 20
## 2007-04-26 771.9898 785.6533 765.1580 771.9898 10160000
## 2007-04-27 765.1581 785.6534 765.1581 765.1581 20
## 2007-04-30 771.9898 785.6533 771.9898 771.9898 14392500
## 2007-05-01 771.9898 771.9898 765.1580 771.9898 1835000
## 2007-05-02 799.3169 806.1487 771.9898 799.3169 20
## 2007-05-03 792.4849 806.1484 785.6531 792.4849 20
## 2007-05-04 799.3169 812.9804 792.4851 799.3169 33975000
## 2007-05-07 785.6532 806.1485 785.6532 785.6532 20
## 2007-05-08 792.4849 792.4849 778.8213 792.4849 20
## 2007-05-09 812.9803 812.9803 785.6533 812.9803 20
## 2007-05-10 806.1484 812.9802 799.3167 806.1484 16922500
## 2007-05-11 778.8214 799.3166 778.8214 778.8214 20
## 2007-05-14 778.8214 792.4849 771.9896 778.8214 20
## 2007-05-15 785.6532 799.3167 785.6532 785.6532 20435000
## 2007-05-16 819.8121 819.8121 785.6533 819.8121 20
## 2007-05-21 833.4756 833.4756 819.8121 833.4756 20
## 2007-05-22 826.6439 833.4757 819.8122 826.6439 9990000
## 2007-05-23 853.9709 867.6344 826.6438 853.9709 20
## 2007-05-24 860.8029 867.6346 847.1393 860.8029 20
## 2007-05-25 847.1390 853.9708 840.3073 847.1390 9372500
## 2007-05-28 853.9709 860.8027 840.3074 853.9709 20
## 2007-05-29 853.9709 853.9709 840.3074 853.9709 9075000
## 2007-05-30 853.9709 853.9709 840.3074 853.9709 20
## 2007-05-31 860.8029 860.8029 847.1393 860.8029 6432500
## 2007-06-04 833.4756 874.4662 833.4756 833.4756 20
## 2007-06-05 847.1390 853.9708 840.3073 847.1390 20
## 2007-06-06 867.6346 874.4664 847.1393 867.6346 20
## 2007-06-07 853.9709 867.6344 853.9709 853.9709 20
## 2007-06-08 860.8029 860.8029 847.1393 860.8029 20
## 2007-06-11 874.4662 935.9521 874.4662 935.9521 27902500
## 2007-06-12 929.1205 970.1112 901.7935 929.1205 20
## 2007-06-13 929.1205 942.7841 922.2888 929.1205 20
## 2007-06-14 949.6155 956.4473 935.9520 949.6155 20
## 2007-06-15 935.9521 956.4475 935.9521 935.9521 20
## 2007-06-18 935.9521 942.7839 935.9521 942.7839 2600000
## 2007-06-19 963.2792 970.1109 935.9521 963.2792 20
## 2007-06-20 976.9426 1004.2696 956.4473 976.9426 22905000
## 2007-06-21 956.4476 983.7746 942.7840 956.4476 20
## 2007-06-22 983.7747 983.7747 949.6158 983.7747 20
## 2007-06-25 987.2504 994.2029 973.3455 987.2504 20
## 2007-06-26 987.2504 994.2029 987.2504 987.2504 10072500
## 2007-06-27 952.4885 987.2508 931.6311 952.4885 20
## 2007-06-28 931.6313 959.4412 917.7263 931.6313 20
## 2007-06-29 931.6313 938.5838 931.6313 931.6313 22857500
## 2007-07-02 938.5833 945.5358 917.7259 938.5833 20
## 2007-07-03 966.3934 973.3458 938.5835 966.3934 20
## 2007-07-04 973.3458 980.2983 973.3458 973.3458 20
## 2007-07-05 959.4409 973.3459 952.4884 959.4409 20
## 2007-07-06 952.4885 959.4409 945.5360 952.4885 5695000
## 2007-07-09 959.4409 966.3934 938.5835 959.4409 20
## 2007-07-10 945.5361 959.4410 945.5361 945.5361 20
## 2007-07-11 952.4885 952.4885 931.6311 952.4885 20
## 2007-07-12 980.2984 987.2509 952.4885 980.2984 20
## 2007-07-13 980.2984 1001.1558 980.2984 980.2984 20
## 2007-07-16 966.3934 980.2983 966.3934 966.3934 20
## 2007-07-17 987.2504 987.2504 966.3930 987.2504 20
## 2007-07-18 994.2031 1001.1556 980.2982 994.2031 20
## 2007-07-19 994.2031 1001.1556 987.2507 994.2031 20
## 2007-07-20 973.3458 1042.8705 973.3458 1042.8705 10650000
## 2007-07-23 1022.0130 1063.7279 1022.0130 1056.7754 4505000
## 2007-07-24 1056.7754 1056.7754 1028.9655 1042.8705 12630000
## 2007-07-25 1042.8705 1042.8705 1028.9655 1042.8705 17097500
## 2007-07-26 1042.8704 1049.8229 1035.9180 1035.9180 6850000
## 2007-07-27 1008.1081 1022.0130 987.2507 994.2031 5590000
## 2007-07-30 1001.1554 1015.0604 994.2030 1015.0604 4145000
## 2007-07-31 1028.9653 1070.6802 1022.0129 1049.8228 19122500
## 2007-08-01 1001.1559 1042.8707 987.2509 1001.1559 20
## 2007-08-02 973.3458 1015.0606 966.3934 973.3458 20
## 2007-08-03 952.4885 980.2983 952.4885 952.4885 20
## 2007-08-06 1042.8705 1042.8705 1028.9655 1042.8705 20995000
## 2007-08-07 924.6784 945.5358 910.7735 924.6784 20
## 2007-08-08 931.6311 987.2509 931.6311 980.2984 3425000
## 2007-08-09 952.4885 1008.1082 952.4885 952.4885 20
## 2007-08-10 931.6313 945.5362 924.6788 931.6313 20
## 2007-08-13 931.6313 945.5362 924.6788 931.6313 5770000
## 2007-08-14 896.8687 931.6310 896.8687 896.8687 20
## 2007-08-15 882.9636 882.9636 820.3913 827.3438 29467500
## 2007-08-16 792.5816 799.5341 750.8668 792.5816 15145000
## 2007-08-20 882.9637 889.9162 841.2489 882.9637 20
## 2007-08-21 896.8687 903.8211 862.1063 896.8687 20
## 2007-08-22 910.7733 924.6782 896.8683 910.7733 13987500
## 2007-08-23 931.6313 980.2986 931.6313 931.6313 15562500
## 2007-08-24 952.4885 959.4409 931.6311 952.4885 20
## 2007-08-27 973.3458 980.2983 952.4884 973.3458 20
## 2007-08-28 973.3458 973.3458 959.4409 973.3458 20
## 2007-08-29 945.5361 966.3935 931.6311 945.5361 20
## 2007-08-30 973.3460 973.3460 931.6311 945.5361 9897500
## 2007-08-31 945.5361 966.3935 938.5836 945.5361 20
## 2007-09-03 959.4409 959.4409 938.5835 959.4409 20
## 2007-09-04 973.3458 980.2983 959.4409 973.3458 20
## 2007-09-05 952.4885 973.3459 945.5360 952.4885 20
## 2007-09-06 959.4409 973.3459 945.5360 959.4409 20
## 2007-09-07 973.3458 973.3458 952.4884 973.3458 20
## 2007-09-10 945.5360 959.4409 945.5360 952.4885 10315000
## 2007-09-11 938.5833 945.5358 931.6308 938.5833 20
## 2007-09-12 938.5833 945.5358 917.7259 938.5833 20
## 2007-09-13 952.4883 952.4883 924.6784 938.5833 6205000
## 2007-09-14 924.6784 945.5358 924.6784 924.6784 20
## 2007-09-17 924.6784 938.5833 917.7259 924.6784 20
## 2007-09-18 924.6784 945.5358 924.6784 938.5833 10022500
## 2007-09-19 952.4885 973.3459 945.5360 952.4885 20
## 2007-09-20 952.4885 959.4409 945.5360 952.4885 20
## 2007-09-21 966.3934 966.3934 952.4884 966.3934 20
## 2007-09-24 959.4409 959.4409 952.4884 959.4409 6875000
## 2007-09-25 966.3934 980.2983 959.4409 966.3934 20
## 2007-09-26 966.3934 966.3934 966.3934 966.3934 0
## 2007-09-27 980.2984 987.2509 973.3459 980.2984 20
## 2007-09-28 945.5361 980.2984 938.5836 945.5361 20
## 2007-10-01 952.4885 966.3934 945.5360 952.4885 20
## 2007-10-02 959.4410 994.2033 952.4885 980.2984 24542500
## 2007-10-03 980.2984 1001.1558 973.3459 980.2984 20
## 2007-10-04 994.2031 994.2031 980.2982 994.2031 20
## 2007-10-05 1035.9180 1035.9180 994.2032 1035.9180 20
## 2007-10-08 1008.1082 1042.8706 1001.1557 1008.1082 20
## 2007-10-09 1015.0604 1022.0128 1008.1079 1015.0604 20
## 2007-10-10 1022.0131 1028.9655 1015.0606 1022.0131 20
## 2007-10-11 1042.8705 1063.7279 1028.9655 1042.8705 20
## 2007-10-17 1028.9656 1035.9181 1008.1082 1008.1082 10107500
## 2007-10-18 1001.1559 1022.0133 1001.1559 1001.1559 20
## 2007-10-19 987.2508 987.2508 959.4409 959.4409 7952500
## 2007-10-22 945.5358 959.4407 931.6308 938.5833 13462500
## 2007-10-23 959.4409 966.3934 959.4409 959.4409 5550000
## 2007-10-24 952.4885 973.3459 931.6311 952.4885 20
## 2007-10-25 952.4884 966.3934 945.5360 966.3934 24342500
## 2007-10-26 973.3459 980.2983 959.4409 959.4409 6352500
## 2007-10-29 959.4409 973.3459 945.5360 959.4409 20
## 2007-10-30 959.4407 959.4407 938.5833 938.5833 34360000
## 2007-10-31 938.5833 938.5833 924.6784 924.6784 40787500
## 2007-11-01 945.5358 945.5358 931.6308 938.5833 17107500
## 2007-11-02 924.6788 938.5838 917.7263 931.6313 13040000
## 2007-11-05 931.6313 945.5362 924.6788 931.6313 15
## 2007-11-06 931.6313 938.5838 917.7264 917.7264 12070000
## 2007-11-07 924.6784 931.6309 903.8210 924.6784 31830000
## 2007-11-08 910.7739 917.7264 903.8214 903.8214 23535000
## 2007-11-09 924.6784 931.6309 910.7735 924.6784 20
## 2007-11-12 903.8214 917.7264 896.8689 903.8214 24337500
## 2007-11-13 917.7261 931.6310 889.9162 896.8687 10810000
## 2007-11-14 903.8214 931.6313 903.8214 917.7264 11730000
## 2007-11-15 917.7259 924.6784 917.7259 924.6784 5755000
## 2007-11-16 910.7739 924.6789 910.7739 917.7264 5652500
## 2007-11-19 917.7257 917.7257 903.8208 910.7733 4660000
## 2007-11-20 910.7735 903.8211 876.0112 889.9161 20
## 2007-11-21 889.9162 889.9162 869.0588 869.0588 26092500
## 2007-11-22 869.0587 896.8686 862.1063 889.9161 6137500
## 2007-11-23 889.9165 903.8214 889.9165 903.8214 1402500
## 2007-11-26 896.8687 903.8211 896.8687 896.8687 15430000
## 2007-11-27 896.8687 896.8687 889.9162 896.8687 20
## 2007-11-28 903.8211 903.8211 869.0587 882.9637 22462500
## 2007-11-29 902.7105 923.8678 895.6581 923.8678 34842500
## 2007-11-30 937.9725 973.2347 930.9201 937.9725 20
## 2007-12-03 945.0252 945.0252 909.7631 909.7631 6345000
## 2007-12-04 909.7629 923.8678 902.7105 923.8678 4025000
## 2007-12-05 923.8679 959.1301 916.8155 959.1301 12895000
## 2007-12-06 966.1823 973.2347 959.1298 966.1823 26425000
## 2007-12-07 959.1301 980.2873 945.0252 959.1301 20
## 2007-12-10 959.1298 959.1298 937.9725 937.9725 6422500
## 2007-12-11 952.0773 959.1297 952.0773 952.0773 20
## 2007-12-12 952.0774 952.0774 937.9725 937.9725 5105000
## 2007-12-13 937.9725 937.9725 930.9201 937.9725 4837500
## 2007-12-14 930.9202 937.9726 930.9202 930.9202 1752500
## 2007-12-17 930.9202 937.9726 916.8153 930.9202 6965000
## 2007-12-18 937.9728 937.9728 909.7631 909.7631 3545000
## 2007-12-19 909.7629 923.8678 909.7629 923.8678 4655000
## 2007-12-26 930.9200 966.1821 930.9200 952.0773 10432500
## 2007-12-27 952.0774 966.1823 952.0774 966.1823 20
## 2007-12-28 966.1821 959.1297 952.0773 952.0773 20
## 2007-12-31 952.0773 952.0773 952.0773 952.0773 0
## 2008-01-02 952.0776 966.1825 952.0776 959.1301 5670000
## 2008-01-03 952.0774 966.1823 952.0774 966.1823 9057500
## 2008-01-04 966.1823 980.2872 966.1823 973.2347 11487500
## 2008-01-07 987.3398 987.3398 966.1825 987.3398 20
## 2008-01-08 994.3919 1008.4968 987.3395 994.3919 26345000
## 2008-01-09 994.3919 1015.5492 987.3395 1015.5492 24980000
## 2008-01-14 1015.5495 1015.5495 994.3922 1008.4971 3632500
## 2008-01-15 1015.5492 1015.5492 966.1823 966.1823 8132500
## 2008-01-16 959.1297 966.1821 902.7103 902.7103 13320000
## 2008-01-17 902.7107 959.1301 902.7107 959.1301 4047500
## 2008-01-18 930.9201 959.1298 902.7104 937.9725 6240000
## 2008-01-21 923.8678 945.0251 909.7629 923.8678 20
## 2008-01-22 881.5533 902.7106 860.3961 881.5533 12165000
## 2008-01-23 895.6582 923.8679 895.6582 909.7631 14587500
## 2008-01-24 909.7629 930.9202 909.7629 930.9202 8072500
## 2008-01-25 937.9725 952.0774 937.9725 937.9725 17935000
## 2008-01-28 916.8153 937.9725 909.7628 937.9725 1752500
## 2008-01-29 937.9725 945.0250 930.9201 937.9725 15040000
## 2008-01-30 959.1298 959.1298 923.8677 937.9725 6080000
## 2008-01-31 973.2347 980.2872 937.9726 973.2347 20
## 2008-02-01 980.2871 987.3395 952.0774 966.1823 7277500
## 2008-02-04 952.0775 973.2347 952.0775 973.2347 3167500
## 2008-02-05 980.2870 980.2870 966.1821 980.2870 20
## 2008-02-06 980.2870 959.1297 952.0773 952.0773 20
## 2008-02-11 930.9201 945.0250 930.9201 937.9725 12490000
## 2008-02-12 916.8156 959.1301 909.7631 916.8156 20
## 2008-02-13 930.9202 937.9726 923.8677 930.9202 20
## 2008-02-14 945.0253 966.1826 937.9728 945.0253 20
## 2008-02-15 959.1301 980.2873 959.1301 959.1301 15
## 2008-02-18 952.0773 980.2870 952.0773 952.0773 20
## 2008-02-19 952.0773 959.1297 945.0248 952.0773 20
## 2008-02-20 937.9725 945.0250 930.9201 937.9725 20
## 2008-02-21 945.0250 966.1823 930.9201 966.1823 11325000
## 2008-02-22 952.0773 959.1297 952.0773 952.0773 20
## 2008-02-25 959.1301 973.2349 952.0776 959.1301 20
## 2008-02-26 959.1301 973.2349 959.1301 959.1301 12662500
## 2008-02-27 966.1823 980.2871 966.1823 966.1823 4637500
## 2008-02-28 973.2347 973.2347 966.1823 973.2347 20
## 2008-02-29 959.1301 966.1825 959.1301 959.1301 20
## 2008-03-03 937.9728 945.0253 930.9204 945.0253 4387500
## 2008-03-04 952.0773 959.1297 937.9724 952.0773 20
## 2008-03-05 959.1301 959.1301 945.0252 959.1301 20
## 2008-03-06 973.2347 973.2347 959.1299 973.2347 20
## 2008-03-10 959.1301 959.1301 937.9728 945.0253 8270000
## 2008-03-11 945.0252 959.1301 945.0252 959.1301 5395000
## 2008-03-12 973.2347 973.2347 959.1298 966.1823 5925000
## 2008-03-13 959.1298 966.1823 952.0774 966.1823 11877500
## 2008-03-14 987.3398 987.3398 952.0776 959.1301 10875000
## 2008-03-17 916.8155 987.3398 916.8155 959.1301 15
## 2008-03-18 980.2870 980.2870 959.1297 980.2870 9902500
## 2008-03-19 987.3394 987.3394 966.1821 980.2870 15
## 2008-03-24 973.2347 973.2347 966.1823 973.2347 8497500
## 2008-03-25 973.2345 980.2870 952.0773 952.0773 8270000
## 2008-03-26 952.0776 959.1301 952.0776 959.1301 11290000
## 2008-03-27 959.1299 973.2347 959.1299 973.2347 8037500
## 2008-03-28 973.2347 973.2347 966.1823 973.2347 1167500
## 2008-03-31 973.2347 973.2347 966.1823 973.2347 20
## 2008-04-01 973.2347 973.2347 945.0250 966.1823 15705000
## 2008-04-02 980.2873 987.3398 959.1301 959.1301 5417500
## 2008-04-03 973.2349 973.2349 959.1301 959.1301 10555000
## 2008-04-04 973.2347 980.2872 966.1823 973.2347 6907500
## 2008-04-07 973.2345 973.2345 952.0773 952.0773 6377500
## 2008-04-08 952.0774 959.1298 930.9201 937.9725 5180000
## 2008-04-09 909.7631 945.0252 902.7106 909.7631 20
## 2008-04-10 923.8678 973.2347 923.8678 973.2347 6220000
## 2008-04-11 973.2346 980.2870 959.1297 980.2870 7590000
## 2008-04-14 980.2874 980.2874 945.0253 945.0253 777500
## 2008-04-15 945.0248 959.1297 937.9724 952.0773 532500
## 2008-04-16 980.2870 980.2870 959.1297 980.2870 20
## 2008-04-17 966.1823 980.2871 966.1823 966.1823 20
## 2008-04-18 980.2871 980.2871 959.1298 966.1823 5717500
## 2008-04-21 973.2347 973.2347 966.1823 973.2347 4122500
## 2008-04-22 973.2347 973.2347 937.9725 937.9725 8922500
## 2008-04-23 937.9726 952.0775 916.8154 923.8678 9600000
## 2008-04-24 930.9202 945.0250 930.9202 930.9202 3777500
## 2008-04-25 916.8156 937.9728 909.7631 916.8156 20
## 2008-04-28 916.8155 916.8155 909.7631 909.7631 9305000
## 2008-04-29 937.9728 959.1301 923.8680 945.0253 8955000
## 2008-04-30 945.0252 966.1825 945.0252 959.1301 6122500
## 2008-05-05 987.3395 994.3919 973.2346 994.3919 10215000
## 2008-05-06 1008.4969 1008.4969 966.1823 973.2347 2095000
## 2008-05-07 980.2871 980.2871 966.1823 966.1823 2675000
## 2008-05-08 966.1821 966.1821 952.0773 952.0773 1170000
## 2008-05-09 952.0776 959.1301 952.0776 959.1301 1012500
## 2008-05-12 959.1298 973.2347 959.1298 966.1823 757500
## 2008-05-13 966.1821 966.1821 952.0773 952.0773 10285000
## 2008-05-14 959.1299 973.2347 959.1299 973.2347 1632500
## 2008-05-15 973.2347 973.2347 959.1298 966.1823 5715000
## 2008-05-16 959.1297 959.1297 945.0248 952.0773 5215000
## 2008-05-21 930.9201 966.1823 930.9201 966.1823 10607500
## 2008-05-22 959.1298 966.1823 952.0774 966.1823 6437500
## 2008-05-23 966.1823 966.1823 959.1298 966.1823 3957500
## 2008-05-26 959.1301 959.1301 937.9728 945.0253 6297500
## 2008-05-27 930.9202 952.0774 930.9202 930.9202 4255000
## 2008-05-28 959.1301 959.1301 945.0253 945.0253 5835000
## 2008-05-29 952.0777 959.1301 945.0253 945.0253 3932500
## 2008-05-30 952.0773 966.1821 945.0248 952.0773 6822500
## 2008-06-02 952.0773 966.1821 952.0773 952.0773 4190000
## 2008-06-03 952.0774 966.1823 945.0250 966.1823 5870000
## 2008-06-04 966.1821 987.3394 959.1297 980.2870 7562500
## 2008-06-05 973.2349 980.2873 959.1301 959.1301 3607500
## 2008-06-06 952.0773 973.2345 952.0773 952.0773 20
## 2008-06-09 945.0248 952.0773 937.9724 952.0773 9347500
## 2008-06-10 945.0253 952.0777 945.0253 945.0253 1082500
## 2008-06-11 952.0773 952.0773 945.0248 952.0773 20
## 2008-06-12 952.0774 952.0774 937.9725 937.9725 15300000
## 2008-06-13 945.0248 952.0773 945.0248 952.0773 3580000
## 2008-06-16 966.1823 966.1823 945.0250 966.1823 20
## 2008-06-17 952.0773 966.1821 952.0773 952.0773 20
## 2008-06-18 952.0773 959.1297 952.0773 952.0773 20
## 2008-06-19 945.0253 959.1301 945.0253 945.0253 20
## 2008-06-20 930.9202 959.1299 930.9202 930.9202 20
## 2008-06-23 959.1301 959.1301 937.9728 959.1301 20
## 2008-06-24 952.0773 959.1297 945.0248 952.0773 1382500
## 2008-06-25 959.1301 959.1301 937.9728 959.1301 20
## 2008-06-26 952.0773 959.1297 952.0773 952.0773 20
## 2008-06-27 961.7676 968.9990 954.5363 961.7676 4115000
## 2008-06-30 976.2303 976.2303 961.7676 976.2303 20
## 2008-07-01 983.4617 983.4617 968.9991 983.4617 20
## 2008-07-02 961.7676 976.2303 961.7676 961.7676 20
## 2008-07-03 961.7676 961.7676 947.3050 961.7676 20
## 2008-07-04 961.7676 961.7676 940.0736 961.7676 20
## 2008-07-07 968.9987 968.9987 961.7674 968.9987 20
## 2008-07-08 976.2303 976.2303 961.7676 976.2303 20
## 2008-07-09 983.4617 983.4617 968.9991 983.4617 20
## 2008-07-10 954.5362 983.4615 947.3049 954.5362 20
## 2008-07-11 932.8422 954.5362 932.8422 932.8422 20
## 2008-07-14 932.8422 947.3049 932.8422 932.8422 987500
## 2008-07-15 918.3793 940.0733 911.1479 918.3793 20
## 2008-07-16 896.6854 918.3794 889.4541 896.6854 20
## 2008-07-17 896.6854 918.3794 896.6854 896.6854 20
## 2008-07-18 918.3793 918.3793 896.6853 918.3793 20
## 2008-07-21 925.6105 925.6105 918.3792 925.6105 20
## 2008-07-22 947.3048 947.3048 918.3795 947.3048 20
## 2008-07-23 954.5362 954.5362 940.0735 954.5362 5010000
## 2008-07-24 954.5362 954.5362 925.6109 954.5362 7242500
## 2008-07-25 947.3048 947.3048 940.0735 947.3048 152500
## 2008-07-28 961.7676 961.7676 947.3050 961.7676 20
## 2008-07-29 947.3048 968.9988 947.3048 947.3048 20
## 2008-07-31 947.3047 1012.3867 947.3047 997.9241 21667500
## 2008-08-01 954.5362 990.6929 947.3049 954.5362 20
## 2008-08-04 983.4617 997.9244 954.5364 983.4617 20
## 2008-08-05 997.9241 1012.3867 983.4614 997.9241 20
## 2008-08-06 1012.3868 1026.8495 997.9242 1012.3868 20
## 2008-08-07 1026.8495 1026.8495 1012.3868 1026.8495 20
## 2008-08-08 1012.3868 1026.8495 1005.1555 1012.3868 20
## 2008-08-11 990.6926 1012.3866 990.6926 990.6926 20
## 2008-08-12 983.4617 990.6931 983.4617 983.4617 20
## 2008-08-13 983.4617 990.6931 983.4617 983.4617 1600000
## 2008-08-14 976.2303 990.6930 976.2303 976.2303 20
## 2008-08-15 990.6926 990.6926 961.7672 990.6926 20
## 2008-08-19 983.4617 990.6931 976.2304 983.4617 20
## 2008-08-20 990.6926 990.6926 976.2299 990.6926 3230000
## 2008-08-21 1019.6180 1041.3120 997.9240 1019.6180 20
## 2008-08-22 1012.3868 1026.8495 1012.3868 1012.3868 20
## 2008-08-25 1041.3120 1041.3120 1012.3867 1041.3120 2745000
## 2008-08-26 1026.8495 1026.8495 1012.3868 1026.8495 20
## 2008-08-27 1034.0811 1041.3124 1026.8497 1034.0811 20
## 2008-08-28 1041.3120 1048.5433 1034.0807 1041.3120 20
## 2008-08-29 1048.5435 1048.5435 1034.0808 1048.5435 7667500
## 2008-09-01 1070.2374 1070.2374 1041.3121 1070.2374 20
## 2008-09-02 1070.2374 1070.2374 1055.7748 1070.2374 20
## 2008-09-03 1099.1628 1106.3942 1070.2375 1099.1628 20
## 2008-09-04 1077.4689 1091.9315 1070.2375 1077.4689 20
## 2008-09-05 1077.4689 1113.6255 1055.7749 1077.4689 20
## 2008-09-08 1120.8566 1120.8566 1077.4686 1120.8566 20
## 2008-09-09 1106.3939 1120.8566 1099.1626 1106.3939 20
## 2008-09-10 1099.1628 1157.0135 1084.7002 1099.1628 20
## 2008-09-11 1077.4689 1113.6255 1026.8495 1077.4689 20
## 2008-09-12 1055.7747 1070.2374 997.9241 997.9241 9825000
## 2008-09-15 997.9241 1048.5435 990.6928 1048.5435 11100000
## 2008-09-16 1012.3868 1034.0808 1005.1555 1012.3868 20
## 2008-09-17 1012.3868 1034.0808 997.9242 1012.3868 20
## 2008-09-18 997.9241 1019.6181 968.9987 997.9241 20
## 2008-09-19 983.4617 1034.0811 983.4617 983.4617 20
## 2008-09-22 1012.3868 1034.0808 983.4615 1012.3868 20
## 2008-09-23 1005.1555 1019.6181 1005.1555 1005.1555 20
## 2008-09-24 1041.3120 1077.4687 1005.1553 1041.3120 20
## 2008-09-25 1077.4689 1106.3942 1041.3122 1077.4689 20
## 2008-09-26 1135.3197 1135.3197 1077.4690 1135.3197 20
## 2008-10-06 1070.2374 1113.6254 1041.3121 1070.2374 20
## 2008-10-07 1091.9312 1142.5505 1055.7745 1091.9312 20
## 2008-10-08 1034.0811 1084.7004 1034.0811 1034.0811 20
## 2008-10-09 1034.0811 1034.0811 1034.0811 1034.0811 0
## 2008-10-10 1034.0811 1034.0811 1034.0811 1034.0811 0
## 2008-10-13 1084.7000 1128.0879 940.0733 1084.7000 12687500
## 2008-10-14 1164.2449 1185.9389 1128.0882 1164.2449 20
## 2008-10-15 1149.7821 1164.2448 1142.5508 1149.7821 20
## 2008-10-16 1128.0881 1171.4761 1120.8568 1128.0881 20
## 2008-10-17 1106.3939 1157.0133 1099.1626 1106.3939 20
## 2008-10-20 1128.0881 1128.0881 1055.7748 1128.0881 20
## 2008-10-21 1142.5507 1171.4760 1113.6253 1142.5507 20
## 2008-10-22 1142.5507 1171.4760 1135.3193 1142.5507 26492500
## 2008-10-23 1142.5507 1214.8640 1128.0880 1142.5507 20
## 2008-10-24 1135.3195 1142.5508 1048.5435 1048.5435 17875000
## 2008-10-27 983.4617 990.6931 954.5364 983.4617 20
## 2008-10-28 947.3047 947.3047 889.4540 889.4540 26745000
## 2008-10-29 932.8422 968.9989 932.8422 932.8422 20
## 2008-10-30 976.2303 1012.3870 940.0736 976.2303 20
## 2008-10-31 976.2302 1091.9315 968.9989 1077.4689 9465000
## 2008-11-03 1149.7821 1157.0134 1142.5508 1149.7821 20
## 2008-11-04 1149.7821 1171.4761 1128.0881 1149.7821 20
## 2008-11-05 1149.7821 1171.4761 1142.5508 1149.7821 13162500
## 2008-11-06 1135.3197 1149.7824 1099.1630 1135.3197 20
## 2008-11-07 1120.8566 1157.0132 1091.9312 1120.8566 20
## 2008-11-10 1157.0134 1178.7074 1142.5508 1157.0134 20
## 2008-11-11 1157.0134 1164.2448 1149.7821 1157.0134 11015000
## 2008-11-12 1135.3197 1149.7824 1120.8570 1135.3197 20
## 2008-11-13 1106.3939 1120.8566 1091.9313 1106.3939 20
## 2008-11-14 1099.1628 1128.0882 1077.4688 1099.1628 20
## 2008-11-17 1106.3939 1106.3939 1091.9313 1106.3939 20
## 2008-11-18 1135.3197 1142.5510 1091.9317 1135.3197 20
## 2008-11-19 1157.0134 1171.4761 1128.0881 1157.0134 20
## 2008-11-20 1142.5507 1207.6327 1091.9313 1142.5507 20
## 2008-11-21 1149.7821 1164.2448 1113.6254 1149.7821 20
## 2008-11-24 1149.7819 1149.7819 1084.7000 1084.7000 11350000
## 2008-11-25 1084.7000 1113.6253 1026.8493 1084.7000 20
## 2008-11-26 1091.9312 1091.9312 1063.0058 1091.9312 20
## 2008-11-27 1091.1991 1105.8461 1091.1991 1091.1991 20
## 2008-11-28 1091.1989 1127.8163 1091.1989 1127.8163 8880000
## 2008-12-01 1120.4928 1149.7867 1105.8458 1120.4928 20
## 2008-12-02 1127.8163 1135.1398 1098.5224 1127.8163 20
## 2008-12-03 1135.1399 1171.7573 1113.1694 1135.1399 20
## 2008-12-04 1098.5222 1149.7866 1098.5222 1098.5222 20
## 2008-12-05 1098.5222 1127.8161 1098.5222 1098.5222 1322500
## 2008-12-09 1179.0809 1179.0809 1135.1400 1179.0809 20
## 2008-12-10 1142.4634 1201.0512 1127.8164 1142.4634 20
## 2008-12-11 1105.8459 1142.4634 1098.5225 1105.8459 20
## 2008-12-12 1083.8757 1113.1697 1061.9053 1083.8757 20
## 2008-12-15 1120.4928 1127.8163 1105.8458 1120.4928 16207500
## 2008-12-16 1120.4928 1135.1398 1113.1693 1120.4928 20
## 2008-12-17 1142.4634 1142.4634 1113.1694 1142.4634 20
## 2008-12-18 1142.4634 1142.4634 1098.5225 1142.4634 11540000
## 2008-12-19 1142.4634 1164.4338 1127.8164 1142.4634 12985000
## 2008-12-22 1157.1105 1164.4340 1135.1400 1157.1105 20
## 2008-12-23 1171.7572 1171.7572 1142.4633 1171.7572 20
## 2008-12-24 1171.7572 1179.0807 1164.4337 1171.7572 20
## 2008-12-30 1142.4634 1179.0808 1142.4634 1142.4634 20
## 2008-12-31 1142.4634 1142.4634 1142.4634 1142.4634 0
## 2009-01-05 1186.4042 1186.4042 1142.4633 1186.4042 20
## 2009-01-06 1186.4045 1223.0220 1171.7576 1201.0515 16432500
## 2009-01-07 1142.4634 1215.6982 1135.1399 1142.4634 20
## 2009-01-08 1164.4338 1179.0808 1149.7869 1164.4338 20
## 2009-01-09 1171.7572 1193.7276 1157.1102 1171.7572 20
## 2009-01-12 1237.6687 1244.9922 1179.0808 1237.6687 20
## 2009-01-13 1274.2863 1288.9332 1237.6688 1274.2863 20
## 2009-01-14 1274.2860 1288.9329 1164.4337 1171.7572 9460000
## 2009-01-15 1193.7279 1237.6688 1171.7575 1193.7279 20
## 2009-01-16 1193.7279 1201.0514 1186.4044 1193.7279 20
## 2009-01-19 1179.0809 1193.7279 1179.0809 1179.0809 20
## 2009-01-20 1171.7572 1179.0807 1164.4337 1171.7572 8585000
## 2009-01-21 1164.4340 1230.3453 1157.1105 1230.3453 1850000
## 2009-01-22 1230.3453 1230.3453 1201.0514 1230.3453 4517500
## 2009-01-23 1223.0219 1230.3453 1193.7279 1223.0219 20
## 2009-01-27 1193.7279 1208.3749 1193.7279 1193.7279 20
## 2009-01-28 1179.0809 1193.7279 1171.7574 1179.0809 20
## 2009-01-29 1157.1105 1186.4044 1157.1105 1157.1105 20
## 2009-01-30 1157.1105 1171.7574 1149.7870 1157.1105 3962500
## 2009-02-02 1157.1105 1171.7574 1157.1105 1157.1105 20
## 2009-02-03 1157.1105 1171.7574 1149.7870 1157.1105 1510000
## 2009-02-04 1201.0515 1215.6985 1171.7576 1201.0515 20
## 2009-02-05 1201.0515 1208.3750 1193.7280 1201.0515 2267500
## 2009-02-06 1201.0515 1230.3455 1201.0515 1201.0515 20
## 2009-02-09 1201.0515 1201.0515 1164.4341 1201.0515 20
## 2009-02-10 1179.0809 1208.3749 1179.0809 1179.0809 20
## 2009-02-11 1193.7279 1193.7279 1164.4340 1193.7279 20
## 2009-02-12 1179.0809 1186.4044 1171.7574 1179.0809 20
## 2009-02-13 1171.7572 1201.0511 1171.7572 1171.7572 20
## 2009-02-16 1171.7572 1179.0807 1171.7572 1171.7572 20
## 2009-02-17 1179.0809 1179.0809 1171.7574 1179.0809 20
## 2009-02-18 1186.4042 1186.4042 1171.7572 1186.4042 20
## 2009-02-19 1179.0809 1193.7279 1171.7574 1179.0809 20
## 2009-02-20 1179.0809 1186.4044 1171.7574 1179.0809 20
## 2009-02-23 1193.7279 1193.7279 1179.0809 1193.7279 20
## 2009-02-24 1186.4042 1193.7277 1179.0807 1186.4042 1697500
## 2009-02-25 1193.7279 1193.7279 1179.0809 1193.7279 20
## 2009-02-26 1179.0809 1193.7279 1171.7574 1179.0809 20
## 2009-02-27 1179.0809 1186.4044 1171.7574 1179.0809 20
## 2009-03-02 1171.7572 1186.4042 1171.7572 1171.7572 20
## 2009-03-03 1171.7572 1171.7572 1142.4633 1171.7572 20
## 2009-03-04 1164.4338 1171.7573 1157.1104 1164.4338 970000
## 2009-03-05 1164.4338 1171.7573 1164.4338 1164.4338 5657500
## 2009-03-06 1171.7572 1171.7572 1157.1102 1171.7572 20
## 2009-03-10 1186.4042 1186.4042 1171.7572 1186.4042 20
## 2009-03-11 1186.4042 1193.7277 1179.0807 1186.4042 20
## 2009-03-12 1164.4338 1186.4043 1164.4338 1164.4338 20
## 2009-03-13 1164.4338 1179.0808 1157.1104 1164.4338 20
## 2009-03-16 1157.1105 1171.7574 1157.1105 1157.1105 20
## 2009-03-17 1149.7872 1179.0812 1149.7872 1149.7872 20
## 2009-03-18 1157.1105 1157.1105 1142.4635 1157.1105 20
## 2009-03-19 1164.4340 1179.0809 1157.1105 1157.1105 5437500
## 2009-03-20 1193.7279 1193.7279 1157.1105 1193.7279 20
## 2009-03-23 1201.0515 1201.0515 1179.0811 1201.0515 20
## 2009-03-24 1179.0809 1201.0514 1171.7574 1179.0809 20
## 2009-03-25 1157.1105 1179.0809 1157.1105 1157.1105 20
## 2009-03-27 1164.4338 1171.7573 1157.1104 1164.4338 20
## 2009-03-30 1164.4338 1171.7573 1157.1104 1164.4338 9600000
## 2009-03-31 1164.4338 1171.7573 1142.4634 1164.4338 15680000
## 2009-04-01 1135.1399 1171.7573 1127.8164 1135.1399 20
## 2009-04-02 1142.4634 1142.4634 1098.5225 1142.4634 41175000
## 2009-04-03 1127.8163 1142.4632 1113.1693 1127.8163 20
## 2009-04-06 1120.4928 1135.1398 1105.8458 1120.4928 20
## 2009-04-07 1113.1697 1120.4932 1105.8462 1113.1697 20
## 2009-04-08 1105.8459 1113.1694 1098.5225 1105.8459 20
## 2009-04-09 1105.8459 1105.8459 1105.8459 1105.8459 0
## 2009-04-13 1120.4928 1142.4632 1105.8458 1120.4928 20
## 2009-04-14 1127.8163 1142.4632 1120.4928 1127.8163 12310000
## 2009-04-15 1135.1399 1149.7869 1127.8164 1135.1399 20
## 2009-04-16 1164.4338 1171.7573 1142.4634 1164.4338 20
## 2009-04-17 1171.7572 1179.0807 1164.4337 1171.7572 21125000
## 2009-04-20 1157.1105 1171.7574 1142.4635 1157.1105 20
## 2009-04-22 1142.4634 1157.1103 1142.4634 1142.4634 20
## 2009-04-23 1135.1399 1157.1103 1127.8164 1135.1399 6335000
## 2009-04-24 1149.7872 1149.7872 1135.1403 1149.7872 20
## 2009-04-27 1120.4928 1142.4632 1120.4928 1120.4928 20
## 2009-04-28 1127.8163 1135.1398 1127.8163 1127.8163 6347500
## 2009-04-29 1135.1399 1135.1399 1127.8164 1135.1399 20
## 2009-04-30 1135.1399 1157.1103 1127.8164 1135.1399 20
## 2009-05-01 1120.4928 1142.4632 1113.1693 1120.4928 20
## 2009-05-04 1120.4928 1149.7867 1120.4928 1120.4928 32407500
## 2009-05-05 1120.4928 1142.4632 1120.4928 1120.4928 20
## 2009-05-06 1149.7872 1171.7577 1113.1698 1149.7872 20
## 2009-05-07 1135.1399 1164.4338 1135.1399 1135.1399 20
## 2009-05-08 1127.8163 1142.4632 1120.4928 1127.8163 20
## 2009-05-11 1142.4634 1149.7869 1120.4929 1142.4634 20
## 2009-05-12 1149.7872 1157.1107 1142.4637 1149.7872 20
## 2009-05-13 1149.7872 1157.1107 1142.4637 1149.7872 31145000
## 2009-05-14 1171.7572 1171.7572 1142.4633 1171.7572 20
## 2009-05-15 1157.1105 1171.7574 1149.7870 1157.1105 20
## 2009-05-18 1149.7872 1157.1107 1149.7872 1149.7872 4467500
## 2009-05-19 1164.4338 1171.7573 1149.7869 1164.4338 20
## 2009-05-20 1179.0809 1179.0809 1164.4340 1179.0809 20
## 2009-05-21 1179.0809 1179.0809 1179.0809 1179.0809 0
## 2009-05-22 1157.1105 1179.0809 1149.7870 1157.1105 20
## 2009-05-25 1171.7572 1171.7572 1157.1102 1171.7572 20
## 2009-05-26 1157.1105 1164.4340 1149.7870 1157.1105 20
## 2009-05-27 1171.7572 1179.0807 1157.1102 1171.7572 20
## 2009-05-28 1171.7572 1171.7572 1149.7868 1171.7572 20
## 2009-05-29 1149.7872 1164.4342 1142.4637 1149.7872 20
## 2009-06-01 1157.1105 1164.4340 1142.4635 1157.1105 20
## 2009-06-02 1157.1105 1171.7574 1157.1105 1157.1105 16432500
## 2009-06-03 1171.7572 1171.7572 1149.7868 1171.7572 20
## 2009-06-04 1171.7572 1179.0807 1157.1102 1171.7572 6240000
## 2009-06-05 1179.0809 1179.0809 1171.7574 1179.0809 20
## 2009-06-08 1171.7572 1193.7276 1171.7572 1171.7572 20
## 2009-06-09 1171.7572 1179.0807 1164.4337 1171.7572 32747500
## 2009-06-10 1171.7572 1186.4042 1171.7572 1171.7572 20
## 2009-06-11 1230.3453 1230.3453 1171.7575 1230.3453 20
## 2009-06-12 1259.6393 1259.6393 1215.6984 1259.6393 20
## 2009-06-15 1244.9923 1266.9628 1230.3453 1244.9923 5952500
## 2009-06-16 1259.6393 1259.6393 1208.3749 1259.6393 20
## 2009-06-17 1215.6985 1259.6394 1215.6985 1215.6985 20
## 2009-06-18 1215.6985 1237.6689 1186.4045 1215.6985 20
## 2009-06-19 1274.2863 1274.2863 1193.7279 1274.2863 20
## 2009-06-22 1266.9626 1274.2861 1223.0217 1266.9626 20
## 2009-06-23 1274.2863 1274.2863 1223.0219 1274.2863 20
## 2009-06-24 1281.6097 1288.9332 1274.2863 1281.6097 20
## 2009-06-25 1296.2566 1310.9036 1274.2861 1296.2566 20
## 2009-06-26 1340.1978 1347.5212 1303.5803 1340.1978 20
## 2009-06-29 1350.7031 1365.7109 1328.1914 1350.7031 20
## 2009-06-30 1388.2227 1463.2617 1328.1914 1388.2227 20
## 2009-07-01 1380.7190 1455.7581 1380.7190 1455.7581 2267500
## 2009-07-02 1463.2614 1500.7809 1463.2614 1500.7809 3957500
## 2009-07-03 1485.7731 1485.7731 1470.7653 1485.7731 20
## 2009-07-06 1500.7809 1530.7965 1485.7731 1500.7809 20
## 2009-07-07 1508.2850 1538.3007 1500.7811 1508.2850 20
## 2009-07-08 1508.2850 1508.2850 1508.2850 1508.2850 0
## 2009-07-09 1553.3088 1575.8206 1530.7971 1553.3088 20
## 2009-07-10 1553.3085 1560.8124 1530.7968 1538.3007 5742500
## 2009-07-13 1553.3086 1553.3086 1470.7656 1470.7656 1210000
## 2009-07-14 1500.7809 1508.2848 1485.7731 1500.7809 20
## 2009-07-15 1575.8203 1575.8203 1493.2773 1575.8203 20
## 2009-07-16 1590.8279 1635.8513 1575.8201 1590.8279 20
## 2009-07-17 1500.7812 1785.9297 1500.7812 1628.3477 6657500
## 2009-07-20 1628.3477 1628.3477 1628.3477 1628.3477 0
## 2009-07-21 1613.3396 1688.3787 1613.3396 1613.3396 20
## 2009-07-22 1620.8439 1673.3712 1613.3400 1620.8439 2992500
## 2009-07-23 1635.8514 1658.3632 1605.8358 1635.8514 20
## 2009-07-24 1628.3477 1658.3633 1628.3477 1628.3477 20
## 2009-07-27 1635.8513 1800.9373 1635.8513 1800.9373 4340000
## 2009-07-28 1763.4181 1770.9220 1710.8907 1763.4181 20
## 2009-07-29 1770.9219 1778.4258 1748.4102 1770.9219 20
## 2009-07-30 1785.9299 1800.9377 1740.9065 1785.9299 20
## 2009-07-31 1740.9059 1815.9449 1740.9059 1740.9059 20
## 2009-08-03 1710.8906 1740.9062 1695.8828 1710.8906 20
## 2009-08-04 1740.9059 1740.9059 1695.8825 1740.9059 20
## 2009-08-05 1688.3791 1725.8987 1665.8674 1688.3791 20
## 2009-08-06 1673.3713 1695.8831 1620.8440 1673.3713 20
## 2009-08-07 1643.3555 1673.3711 1628.3477 1643.3555 20
## 2009-08-10 1650.8594 1665.8672 1620.8438 1650.8594 8122500
## 2009-08-11 1628.3477 1650.8594 1628.3477 1628.3477 20
## 2009-08-12 1643.3553 1650.8593 1620.8436 1635.8514 6682500
## 2009-08-13 1635.8514 1650.8593 1620.8436 1635.8514 6800000
## 2009-08-14 1620.8439 1643.3556 1605.8361 1620.8439 20
## 2009-08-18 1650.8594 1650.8594 1590.8281 1650.8594 20
## 2009-08-19 1650.8594 1650.8594 1613.3398 1650.8594 5075000
## 2009-08-20 1643.3555 1650.8594 1628.3477 1643.3555 20
## 2009-08-21 1620.8439 1620.8439 1605.8361 1620.8439 5332500
## 2009-08-24 1568.3160 1635.8512 1560.8121 1568.3160 20
## 2009-08-25 1560.8124 1590.8280 1553.3085 1560.8124 20
## 2009-08-26 1538.3007 1568.3163 1530.7968 1538.3007 20
## 2009-08-27 1530.7969 1538.3008 1508.2852 1530.7969 20
## 2009-08-28 1530.7969 1538.3008 1515.7891 1530.7969 20
## 2009-08-31 1515.7888 1530.7966 1508.2849 1515.7888 20
## 2009-09-01 1523.2930 1545.8047 1500.7813 1523.2930 20
## 2009-09-02 1545.8049 1545.8049 1508.2854 1545.8049 20
## 2009-09-03 1553.3088 1560.8127 1538.3010 1553.3088 20
## 2009-09-04 1560.8124 1560.8124 1545.8046 1560.8124 20
## 2009-09-07 1628.3477 1628.3477 1575.8203 1628.3477 20
## 2009-09-08 1635.8514 1665.8671 1605.8358 1635.8514 24780000
## 2009-09-09 1613.3396 1635.8513 1590.8279 1613.3396 20
## 2009-09-10 1553.3088 1613.3401 1553.3088 1553.3088 20
## 2009-09-11 1568.3160 1590.8278 1560.8121 1568.3160 20
## 2009-09-14 1598.3318 1598.3318 1545.8045 1598.3318 20
## 2009-09-15 1590.8279 1605.8357 1568.3162 1590.8279 20
## 2009-09-16 1628.3477 1635.8516 1590.8281 1628.3477 20
## 2009-09-17 1613.3396 1643.3552 1613.3396 1613.3396 20
## 2009-09-24 1635.8514 1643.3553 1590.8280 1635.8514 12222500
## 2009-09-25 1605.8358 1628.3475 1605.8358 1605.8358 20
## 2009-09-28 1575.8203 1605.8359 1575.8203 1575.8203 20
## 2009-09-29 1620.8439 1628.3478 1583.3243 1620.8439 20
## 2009-09-30 1605.8358 1635.8514 1590.8280 1605.8358 6637500
## 2009-10-01 1635.8514 1635.8514 1605.8358 1635.8514 20
## 2009-10-02 1635.8514 1643.3553 1620.8436 1635.8514 20
## 2009-10-05 1613.3396 1628.3474 1590.8279 1613.3396 20
## 2009-10-06 1650.8594 1650.8594 1620.8438 1650.8594 20
## 2009-10-07 1643.3555 1665.8672 1643.3555 1643.3555 20
## 2009-10-08 1635.8514 1643.3553 1613.3397 1635.8514 20
## 2009-10-09 1650.8594 1658.3633 1635.8516 1650.8594 20
## 2009-10-12 1628.3477 1650.8594 1628.3477 1628.3477 20
## 2009-10-13 1658.3630 1710.8904 1628.3474 1658.3630 20
## 2009-10-14 1658.3630 1688.3787 1643.3552 1658.3630 20
## 2009-10-15 1635.8514 1673.3710 1620.8436 1635.8514 20
## 2009-10-16 1643.3555 1650.8594 1620.8438 1643.3555 20
## 2009-10-19 1643.3555 1650.8594 1620.8438 1643.3555 2797500
## 2009-10-20 1635.8514 1665.8671 1628.3475 1635.8514 20
## 2009-10-21 1613.3396 1628.3474 1605.8357 1613.3396 20
## 2009-10-22 1575.8203 1605.8359 1568.3164 1575.8203 20
## 2009-10-23 1575.8203 1575.8203 1560.8125 1575.8203 20
## 2009-10-26 1605.8358 1605.8358 1568.3163 1605.8358 20
## 2009-10-27 1575.8203 1628.3477 1575.8203 1575.8203 20
## 2009-10-28 1553.3088 1613.3401 1538.3010 1553.3088 20
## 2009-10-29 1523.2930 1538.3008 1403.2305 1523.2930 6272500
## 2009-10-30 1515.7888 1605.8357 1515.7888 1515.7888 20
## 2009-11-02 1508.2850 1605.8358 1470.7655 1605.8358 2677500
## 2009-11-03 1545.8049 1620.8440 1545.8049 1545.8049 20
## 2009-11-04 1530.7969 1575.8203 1515.7891 1530.7969 6425000
## 2009-11-05 1530.7969 1538.3008 1515.7891 1530.7969 2942500
## 2009-11-06 1508.2850 1545.8046 1508.2850 1508.2850 20
## 2009-11-09 1523.2930 1575.8203 1523.2930 1523.2930 3272500
## 2009-11-10 1545.8049 1553.3088 1523.2932 1545.8049 20
## 2009-11-11 1553.3088 1568.3167 1545.8049 1553.3088 20
## 2009-11-12 1560.8124 1583.3241 1560.8124 1560.8124 5475000
## 2009-11-13 1568.3160 1575.8199 1553.3082 1568.3160 3787500
## 2009-11-16 1605.8358 1613.3397 1575.8202 1605.8358 20
## 2009-11-17 1613.3396 1658.3630 1613.3396 1613.3396 20
## 2009-11-18 1650.8594 1658.3633 1620.8438 1650.8594 20
## 2009-11-19 1658.3630 1665.8669 1650.8591 1658.3630 20
## 2009-11-20 1688.3791 1703.3870 1650.8596 1688.3791 20
## 2009-11-23 1695.8826 1710.8904 1658.3630 1695.8826 3977500
## 2009-11-24 1718.3942 1725.8981 1688.3785 1718.3942 20
## 2009-11-25 1688.3791 1740.9065 1688.3791 1688.3791 20
## 2009-11-26 1658.0939 1695.9499 1650.5227 1658.0939 20
## 2009-11-30 1673.2361 1673.2361 1605.0952 1673.2361 20
## 2009-12-01 1673.2363 1771.6620 1665.6651 1771.6620 6342500
## 2009-12-02 1779.2331 1779.2331 1711.0923 1711.0923 3850000
## 2009-12-03 1711.0923 1779.2331 1711.0923 1711.0923 15
## 2009-12-04 1756.5197 1794.3758 1756.5197 1786.8046 1825000
## 2009-12-07 1779.2332 1809.5180 1711.0924 1794.3756 15
## 2009-12-08 1711.0923 1726.2347 1665.6651 1711.0923 5090000
## 2009-12-09 1695.9502 1703.5214 1673.2366 1695.9502 2422500
## 2009-12-10 1665.6652 1711.0924 1665.6652 1665.6652 20
## 2009-12-11 1665.6652 1680.8076 1665.6652 1665.6652 20
## 2009-12-14 1695.9502 1695.9502 1658.0942 1695.9502 20
## 2009-12-15 1695.9502 1695.9502 1673.2366 1695.9502 3475000
## 2009-12-16 1718.6638 1718.6638 1673.2366 1718.6638 20
## 2009-12-17 1665.6652 1726.2348 1665.6652 1665.6652 20
## 2009-12-21 1605.0956 1688.3788 1605.0956 1605.0956 20
## 2009-12-22 1665.6652 1673.2364 1605.0955 1665.6652 20
## 2009-12-23 1688.3791 1688.3791 1635.3807 1688.3791 20
## 2009-12-28 1650.5229 1680.8077 1650.5229 1680.8077 2500000
## 2009-12-29 1665.6652 1680.8076 1650.5228 1665.6652 20
## 2009-12-30 1673.2361 1680.8073 1635.3801 1673.2361 20
## 2010-01-04 1673.2361 1680.8073 1673.2361 1673.2361 5952500
## 2010-01-05 1726.2350 1733.8062 1680.8077 1726.2350 20
## 2010-01-06 1711.0923 1733.8059 1695.9499 1711.0923 20
## 2010-01-07 1680.8077 1711.0926 1673.2365 1680.8077 20
## 2010-01-08 1688.3791 1688.3791 1658.0943 1688.3791 20
## 2010-01-11 1703.5212 1726.2349 1680.8076 1703.5212 3245000
## 2010-01-12 1680.8077 1703.5214 1680.8077 1680.8077 20
## 2010-01-13 1673.2361 1711.0921 1665.6649 1673.2361 20
## 2010-01-14 1665.6652 1680.8076 1665.6652 1665.6652 20
## 2010-01-15 1665.6652 1695.9500 1665.6652 1665.6652 20
## 2010-01-18 1673.2364 1688.3788 1665.6652 1665.6652 1767500
## 2010-01-19 1711.0923 1711.0923 1673.2363 1711.0923 20
## 2010-01-20 1764.0913 1779.2337 1711.0929 1764.0913 20
## 2010-01-21 1748.9487 1764.0911 1711.0927 1748.9487 20
## 2010-01-22 1748.9487 1748.9487 1703.5215 1748.9487 20
## 2010-01-25 1733.8064 1748.9488 1695.9504 1733.8064 20
## 2010-01-26 1741.3776 1748.9488 1726.2352 1733.8064 5045000
## 2010-01-27 1733.8064 1748.9488 1711.0928 1733.8064 2645000
## 2010-01-28 1726.2350 1733.8062 1718.6638 1726.2350 20
## 2010-01-29 1711.0923 1718.6635 1665.6651 1711.0923 20
## 2010-02-01 1733.8064 1764.0912 1688.3792 1733.8064 20
## 2010-02-02 1733.8064 1741.3776 1718.6640 1733.8064 2862500
## 2010-02-03 1756.5200 1756.5200 1733.8064 1756.5200 20
## 2010-02-04 1726.2350 1756.5198 1726.2350 1726.2350 20
## 2010-02-05 1695.9502 1711.0926 1673.2366 1695.9502 6110000
## 2010-02-08 1635.3804 1695.9500 1597.5243 1635.3804 9917500
## 2010-02-09 1650.5227 1658.0939 1627.8091 1650.5227 9165000
## 2010-02-10 1642.9517 1688.3789 1642.9517 1642.9517 3857500
## 2010-02-11 1703.5212 1703.5212 1650.5228 1703.5212 3072500
## 2010-02-12 1726.2350 1726.2350 1680.8077 1726.2350 4147500
## 2010-02-15 1703.5212 1711.0924 1695.9500 1703.5212 247500
## 2010-02-16 1733.8064 1733.8064 1695.9504 1733.8064 1937500
## 2010-02-17 1726.2350 1756.5198 1695.9502 1726.2350 4657500
## 2010-02-18 1703.5212 1726.2349 1688.3788 1703.5212 1290000
## 2010-02-19 1711.0923 1718.6635 1688.3787 1711.0923 1455000
## 2010-02-22 1695.9502 1741.3774 1695.9502 1695.9502 3220000
## 2010-02-23 1726.2350 1771.6622 1711.0926 1726.2350 9117500
## 2010-02-24 1741.3776 1764.0912 1695.9503 1741.3776 2822500
## 2010-02-25 1741.3776 1764.0912 1703.5215 1741.3776 4110000
## 2010-03-01 1741.3776 1741.3776 1711.0927 1741.3776 4630000
## 2010-03-02 1756.5200 1771.6624 1726.2352 1756.5200 4540000
## 2010-03-03 1711.0923 1748.9483 1711.0923 1711.0923 7115000
## 2010-03-04 1726.2350 1748.9486 1718.6638 1726.2350 3787500
## 2010-03-05 1726.2350 1764.0910 1726.2350 1726.2350 4572500
## 2010-03-08 1771.6620 1779.2332 1748.9484 1771.6620 3405000
## 2010-03-09 1801.9469 1801.9469 1771.6621 1801.9469 5172500
## 2010-03-10 1907.9442 1960.9427 1801.9473 1907.9442 19297500
## 2010-03-11 1817.0895 1998.7984 1817.0895 1817.0895 14675000
## 2010-03-12 1832.2316 1885.2300 1832.2316 1832.2316 5815000
## 2010-03-15 1817.0895 1900.3727 1817.0895 1817.0895 9675000
## 2010-03-17 1832.2316 1862.5164 1824.6604 1832.2316 14027500
## 2010-03-18 1809.5183 1877.6592 1809.5183 1809.5183 7440000
## 2010-03-19 1847.3741 1892.8014 1809.5181 1847.3741 8760000
## 2010-03-22 1817.0895 1854.9455 1817.0895 1817.0895 10492500
## 2010-03-23 1824.6604 1854.9452 1817.0892 1824.6604 6695000
## 2010-03-24 1854.9459 1854.9459 1847.3747 1854.9459 3985000
## 2010-03-25 1885.2301 1892.8013 1854.9453 1885.2301 7367500
## 2010-03-26 1862.5161 1900.3721 1854.9449 1862.5161 2530000
## 2010-03-29 1839.8025 1862.5161 1824.6601 1839.8025 7105000
## 2010-03-30 1862.5161 1877.6585 1832.2313 1862.5161 4845000
## 2010-03-31 1839.8025 1862.5161 1824.6601 1839.8025 9830000
## 2010-04-01 1839.8025 1854.9449 1817.0889 1839.8025 13675000
## 2010-04-05 1854.9459 1854.9459 1824.6611 1854.9459 6495000
## 2010-04-06 1862.5161 1885.2297 1854.9449 1862.5161 8207500
## 2010-04-07 1900.3723 1915.5147 1862.5163 1900.3723 11447500
## 2010-04-08 1877.6592 1892.8016 1854.9456 1877.6592 3822500
## 2010-04-09 1854.9459 1900.3732 1839.8035 1854.9459 5187500
## 2010-04-12 1847.3741 1870.0878 1839.8029 1847.3741 4027500
## 2010-04-13 1892.8010 1892.8010 1877.6586 1892.8010 7125000
## 2010-04-14 1862.5161 1900.3721 1854.9449 1862.5161 2947500
## 2010-04-15 1907.9442 1907.9442 1877.6594 1907.9442 7490000
## 2010-04-16 1907.9442 1907.9442 1877.6594 1907.9442 4787500
## 2010-04-19 1907.9442 1907.9442 1862.5170 1907.9442 3170000
## 2010-04-20 1923.0863 1930.6575 1907.9439 1923.0863 1445000
## 2010-04-21 1938.2281 1938.2281 1900.3721 1938.2281 3617500
## 2010-04-22 1923.0863 1930.6575 1900.3727 1923.0863 2357500
## 2010-04-23 1976.0847 2006.3695 1915.5151 1976.0847 5187500
## 2010-04-26 2044.2256 2044.2256 1991.2271 2044.2256 3725000
## 2010-04-27 2059.3679 2066.9391 1991.2271 2059.3679 9450000
## 2010-04-28 2089.6528 2104.7952 2021.5120 2089.6528 8015000
## 2010-04-29 2097.2239 2104.7951 2074.5103 2097.2239 4477500
## 2010-04-30 2097.2239 2119.9375 2097.2239 2097.2239 3557500
## 2010-05-03 2188.0784 2225.9344 2104.7951 2188.0784 7712500
## 2010-05-04 2392.5012 2506.0693 2195.6499 2392.5012 11687500
## 2010-05-05 2453.0706 2468.2130 2339.5025 2453.0706 10657500
## 2010-05-06 2256.2195 2453.0708 2248.6483 2256.2195 10005000
## 2010-05-07 2256.2195 2331.9315 2180.5074 2256.2195 12050000
## 2010-05-10 2256.2195 2256.2195 2256.2195 2256.2195 0
## 2010-05-11 2210.7920 2354.6449 2210.7920 2210.7920 9295000
## 2010-05-12 2286.5046 2354.6455 2188.0789 2286.5046 7412500
## 2010-05-14 2347.0742 2377.3590 2309.2182 2347.0742 7682500
## 2010-05-17 2316.7891 2331.9315 2286.5042 2316.7891 9960000
## 2010-05-18 2301.6460 2316.7884 2301.6460 2301.6460 4192500
## 2010-05-19 2248.6487 2309.2183 2248.6487 2248.6487 6302500
## 2010-05-20 2157.7932 2301.6461 2119.9372 2157.7932 9552500
## 2010-05-21 2142.6514 2157.7938 2059.3681 2142.6514 10657500
## 2010-05-24 2225.9341 2225.9341 2135.0796 2225.9341 6080000
## 2010-05-25 2195.6494 2225.9342 2172.9358 2195.6494 9485000
## 2010-05-26 2392.5012 2392.5012 2180.5074 2392.5012 19512500
## 2010-05-27 2294.0752 2347.0736 2241.0768 2294.0752 10010000
## 2010-05-31 2362.2163 2422.7860 2339.5027 2362.2163 13117500
## 2010-06-01 2271.3621 2377.3590 2271.3621 2271.3621 3850000
## 2010-06-02 2339.5029 2369.7878 2286.5045 2339.5029 7927500
## 2010-06-03 2430.3569 2437.9281 2384.9297 2430.3569 13435000
## 2010-06-04 2460.6418 2475.7843 2430.3570 2460.6418 5780000
## 2010-06-07 2453.0706 2453.0706 2324.3601 2453.0706 12507500
## 2010-06-08 2483.3552 2513.6400 2475.7840 2483.3552 22137500
## 2010-06-09 2437.9282 2498.4979 2407.6434 2437.9282 7400000
## 2010-06-10 2453.0706 2483.3554 2437.9281 2453.0706 3547500
## 2010-06-11 2437.9282 2498.4979 2437.9282 2437.9282 4187500
## 2010-06-14 2392.5012 2445.4997 2377.3588 2392.5012 9932500
## 2010-06-15 2362.2163 2430.3572 2354.6451 2362.2163 8682500
## 2010-06-16 2400.0715 2430.3563 2392.5003 2400.0715 4862500
## 2010-06-17 2490.9268 2490.9268 2407.6435 2490.9268 9625000
## 2010-06-18 2543.9255 2634.7800 2490.9271 2543.9255 9757500
## 2010-06-21 2566.6389 2740.7767 2475.7844 2566.6389 12675000
## 2010-06-22 2634.7795 2642.3507 2559.0675 2634.7795 6915000
## 2010-06-23 2695.3499 2702.9211 2604.4954 2695.3499 5757500
## 2010-06-24 2695.3499 2771.0619 2680.2074 2695.3499 4707500
## 2010-06-25 2793.7751 2831.6312 2695.3495 2793.7751 6952500
## 2010-06-28 2733.2051 2861.9156 2710.4915 2733.2051 8627500
## 2010-06-29 2694.5574 2779.2435 2656.0637 2694.5574 13605000
## 2010-06-30 2617.5701 2663.7625 2594.4739 2617.5701 13922500
## 2010-07-01 2617.5701 2656.0637 2594.4739 2617.5701 9877500
## 2010-07-02 2617.5701 2648.3650 2602.1726 2617.5701 5627500
## 2010-07-05 2617.5701 2648.3650 2594.4739 2617.5701 2327500
## 2010-07-06 2625.2690 2632.9678 2609.8716 2625.2690 3882500
## 2010-07-07 2625.2690 2640.6665 2594.4741 2625.2690 4677500
## 2010-07-08 2609.8711 2648.3648 2602.1724 2609.8711 7162500
## 2010-07-09 2632.9675 2632.9675 2609.8713 2632.9675 3175000
## 2010-07-12 2602.1733 2632.9683 2586.7759 2602.1733 20
## 2010-07-13 2563.6785 2617.5696 2548.2810 2563.6785 9970000
## 2010-07-14 2563.6785 2579.0759 2563.6785 2563.6785 9597500
## 2010-07-15 2548.2812 2563.6787 2517.4863 2548.2812 6802500
## 2010-07-16 2532.8845 2540.5833 2525.1858 2532.8845 6210000
## 2010-07-19 2540.5830 2555.9805 2509.7881 2540.5830 9107500
## 2010-07-20 2555.9810 2594.4746 2555.9810 2555.9810 12412500
## 2010-07-21 2540.5830 2563.6792 2525.1855 2540.5830 12252500
## 2010-07-22 2525.1853 2540.5828 2509.7878 2525.1853 11925000
## 2010-07-23 2517.4861 2548.2810 2509.7873 2517.4861 15827500
## 2010-07-26 2540.5830 2548.2817 2525.1855 2540.5830 11185000
## 2010-07-27 2563.6785 2586.7747 2540.5823 2563.6785 20902500
## 2010-07-28 2548.2812 2586.7749 2548.2812 2548.2812 10562500
## 2010-07-29 2640.6658 2648.3645 2563.6784 2640.6658 20985000
## 2010-07-30 2609.8711 2671.4610 2579.0762 2609.8711 17820000
## 2010-08-02 2579.0764 2617.5701 2563.6789 2579.0764 13517500
## 2010-08-03 2478.9932 2586.7755 2471.2944 2478.9932 16930000
## 2010-08-04 2502.0891 2532.8841 2471.2942 2502.0891 7965000
## 2010-08-05 2571.3772 2571.3772 2509.7873 2571.3772 8362500
## 2010-08-06 2555.9810 2579.0772 2540.5835 2555.9810 3252500
## 2010-08-09 2563.6785 2579.0759 2548.2810 2563.6785 3067500
## 2010-08-10 2555.9810 2571.3784 2532.8847 2555.9810 6577500
## 2010-08-11 2540.5830 2555.9805 2525.1855 2540.5830 2317500
## 2010-08-12 2532.8845 2540.5833 2509.7883 2532.8845 5410000
## 2010-08-13 2532.8845 2548.2820 2509.7883 2532.8845 3692500
## 2010-08-16 2555.9810 2563.6797 2525.1860 2555.9810 6095000
## 2010-08-18 2617.5701 2617.5701 2540.5827 2617.5701 16145000
## 2010-08-19 2602.1733 2632.9683 2579.0771 2602.1733 8602500
## 2010-08-20 2617.5701 2632.9675 2586.7751 2617.5701 19237500
## 2010-08-23 2609.8711 2640.6660 2602.1724 2609.8711 4820000
## 2010-08-24 2540.5830 2609.8716 2540.5830 2540.5830 5957500
## 2010-08-25 2602.1733 2609.8721 2540.5834 2602.1733 6957500
## 2010-08-26 2540.5830 2609.8716 2540.5830 2540.5830 7927500
## 2010-08-27 2548.2812 2563.6787 2525.1850 2548.2812 6627500
## 2010-08-30 2525.1853 2586.7752 2494.3904 2525.1853 8707500
## 2010-08-31 2478.9932 2517.4868 2455.8970 2478.9932 16107500
## 2010-09-01 2502.0891 2509.7878 2486.6916 2502.0891 13740000
## 2010-09-02 2463.5952 2517.4864 2455.8965 2463.5952 9020000
## 2010-09-03 2502.0891 2502.0891 2478.9929 2502.0891 4960000
## 2010-09-06 2532.8845 2532.8845 2494.3908 2532.8845 13062500
## 2010-09-07 2525.1853 2532.8840 2502.0891 2525.1853 4900000
## 2010-09-15 2540.5830 2609.8716 2532.8842 2586.7754 37992500
## 2010-09-16 2548.2812 2609.8711 2540.5825 2548.2812 14275000
## 2010-09-17 2540.5830 2586.7754 2463.5956 2540.5830 9900000
## 2010-09-20 2586.7754 2586.7754 2509.7880 2586.7754 5440000
## 2010-09-21 2579.0764 2602.1726 2555.9802 2579.0764 7522500
## 2010-09-22 2571.3772 2594.4734 2555.9797 2571.3772 8300000
## 2010-09-23 2586.7754 2594.4741 2555.9804 2586.7754 3720000
## 2010-09-24 2617.5701 2632.9675 2586.7751 2617.5701 15915000
## 2010-09-27 2632.9675 2656.0637 2617.5701 2632.9675 16857500
## 2010-09-28 2594.4739 2632.9676 2586.7751 2594.4739 17200000
## 2010-09-29 2625.2690 2640.6665 2617.5703 2625.2690 16727500
## 2010-09-30 2594.4739 2625.2688 2594.4739 2594.4739 10992500
## 2010-10-01 2632.9675 2632.9675 2594.4739 2632.9675 13592500
## 2010-10-04 2686.8589 2702.2564 2640.6665 2686.8589 22357500
## 2010-10-05 2671.4614 2694.5576 2663.7627 2671.4614 9077500
## 2010-10-06 2679.1604 2694.5579 2671.4617 2679.1604 6987500
## 2010-10-07 2679.1604 2694.5579 2656.0642 2679.1604 6537500
## 2010-10-08 2625.2690 2663.7627 2602.1728 2625.2690 5595000
## 2010-10-11 2671.4614 2671.4614 2617.5703 2671.4614 6010000
## 2010-10-12 2679.1604 2679.1604 2663.7629 2679.1604 2957500
## 2010-10-13 2879.3267 2879.3267 2679.1596 2879.3267 11845000
## 2010-10-14 2879.3267 2956.3140 2833.1343 2879.3267 11935000
## 2010-10-15 2779.2434 2833.1346 2771.5447 2779.2434 3602500
## 2010-10-18 2656.0637 2748.4485 2648.3650 2656.0637 9720000
## 2010-10-19 2694.5574 2702.2561 2656.0637 2694.5574 6340000
## 2010-10-20 2694.5574 2717.6536 2656.0637 2694.5574 6390000
## 2010-10-21 2686.8589 2702.2564 2686.8589 2686.8589 3105000
## 2010-10-22 2671.4614 2694.5576 2663.7627 2671.4614 4920000
## 2010-10-25 2679.1604 2694.5579 2671.4617 2679.1604 6835000
## 2010-10-26 2709.9551 2733.0513 2671.4614 2709.9551 7065000
## 2010-10-27 2717.6533 2748.4483 2694.5571 2717.6533 9432500
## 2010-10-28 2725.3528 2733.0515 2717.6540 2725.3528 10720000
## 2010-10-29 2686.8589 2740.7500 2656.0639 2686.8589 6492500
## 2010-11-01 2602.1733 2679.1607 2586.7759 2602.1733 13472500
## 2010-11-02 2517.4861 2632.9671 2502.0886 2517.4861 16595000
## 2010-11-03 2517.4861 2563.6785 2509.7873 2517.4861 8185000
## 2010-11-04 2540.5830 2555.9805 2517.4868 2540.5830 12615000
## 2010-11-05 2502.0891 2540.5828 2494.3904 2502.0891 9532500
## 2010-11-08 2525.1853 2532.8840 2502.0891 2525.1853 14192500
## 2010-11-09 2509.7881 2525.1856 2494.3906 2509.7881 16975000
## 2010-11-10 2517.4861 2517.4861 2494.3899 2517.4861 13780000
## 2010-11-11 2486.6914 2532.8838 2478.9927 2486.6914 15585000
## 2010-11-12 2509.7881 2532.8843 2486.6919 2509.7881 6322500
## 2010-11-15 2540.5830 2571.3780 2517.4868 2540.5830 14572500
## 2010-11-16 2571.3772 2571.3772 2517.4861 2571.3772 11055000
## 2010-11-18 2617.5701 2617.5701 2555.9802 2617.5701 19595000
## 2010-11-19 2686.8589 2694.5576 2594.4741 2686.8589 39960000
## 2010-11-22 2663.7625 2686.8587 2632.9675 2663.7625 4625000
## 2010-11-23 2617.5701 2663.7625 2602.1726 2617.5701 10015000
## 2010-11-24 2617.5701 2617.5701 2555.9802 2617.5701 9445000
## 2010-11-25 2640.6658 2663.7620 2625.2683 2640.6658 4530000
## 2010-11-26 2548.2812 2640.6661 2548.2812 2548.2812 8607500
## 2010-11-29 2494.0632 2548.2820 2463.0811 2494.0632 12960000
## 2010-11-30 2323.6611 2486.3174 2323.6611 2323.6611 43535000
## 2010-12-01 2432.0986 2432.0986 2362.3888 2432.0986 12860000
## 2010-12-02 2587.0093 2633.4825 2470.8262 2587.0093 21647500
## 2010-12-03 2509.5540 2633.4825 2478.5718 2509.5540 15710000
## 2010-12-06 2548.2817 2556.0273 2501.8085 2548.2817 7375000
## 2010-12-08 2563.7725 2587.0091 2494.0626 2563.7725 11917500
## 2010-12-09 2571.5188 2571.5188 2532.7911 2571.5188 6405000
## 2010-12-10 2548.2817 2571.5183 2494.0630 2548.2817 5130000
## 2010-12-13 2501.8081 2517.2992 2501.8081 2501.8081 4912500
## 2010-12-14 2447.5896 2517.2994 2447.5896 2447.5896 12135000
## 2010-12-15 2447.5896 2463.0807 2377.8798 2447.5896 16987500
## 2010-12-16 2346.8975 2447.5894 2323.6609 2346.8975 16645000
## 2010-12-17 2354.6423 2393.3700 2331.4057 2354.6423 17187500
## 2010-12-20 2424.3530 2424.3530 2346.8977 2424.3530 9205000
## 2010-12-21 2463.0806 2494.0627 2408.8618 2463.0806 9927500
## 2010-12-22 2463.0806 2486.3172 2439.8440 2463.0806 6762500
## 2010-12-23 2478.5710 2494.0621 2432.0978 2478.5710 3712500
## 2010-12-27 2439.8442 2463.0808 2408.8621 2439.8442 3340000
## 2010-12-28 2463.0806 2478.5716 2416.6073 2463.0806 2470000
## 2010-12-29 2509.5540 2540.5361 2501.8084 2509.5540 8657500
## 2010-12-30 2556.0269 2556.0269 2509.5536 2556.0269 6460000
## 2011-01-03 2486.3171 2579.2636 2470.8261 2486.3171 8712500
## 2011-01-04 2486.3171 2525.0448 2478.5716 2486.3171 5727500
## 2011-01-05 2532.7898 2532.7898 2463.0800 2532.7898 3192500
## 2011-01-06 2494.0632 2540.5365 2478.5722 2494.0632 5577500
## 2011-01-07 2470.8262 2494.0628 2401.1163 2470.8262 11157500
## 2011-01-10 2424.3530 2478.5718 2401.1164 2424.3530 6700000
## 2011-01-11 2401.1169 2455.3357 2401.1169 2401.1169 10557500
## 2011-01-12 2424.3530 2432.0986 2339.1521 2424.3530 8927500
## 2011-01-13 2463.0806 2532.7904 2439.8440 2463.0806 11872500
## 2011-01-14 2486.3171 2486.3171 2408.8618 2486.3171 4770000
## 2011-01-17 2548.2817 2548.2817 2432.0987 2548.2817 4897500
## 2011-01-18 2494.0632 2532.7909 2455.3355 2494.0632 4742500
## 2011-01-19 2432.0986 2494.0629 2408.8620 2432.0986 5475000
## 2011-01-20 2362.3884 2432.0983 2354.6429 2362.3884 5395000
## 2011-01-21 2207.4771 2323.6601 2137.7672 2207.4771 37570000
## 2011-01-24 2168.7505 2222.9693 2153.2594 2168.7505 8765000
## 2011-01-25 2191.9868 2215.2234 2161.0047 2191.9868 13795000
## 2011-01-26 2207.4771 2261.6958 2168.7494 2207.4771 16747500
## 2011-01-27 2292.6787 2339.1519 2207.4778 2292.6787 21815000
## 2011-01-28 2308.1704 2315.9159 2269.4427 2308.1704 6440000
## 2011-01-31 2331.4070 2432.0990 2207.4784 2331.4070 17027500
## 2011-02-01 2339.1521 2377.8798 2292.6789 2339.1521 7280000
## 2011-02-02 2362.3884 2401.1161 2339.1518 2362.3884 3477500
## 2011-02-04 2439.8442 2439.8442 2346.8978 2439.8442 2617500
## 2011-02-07 2408.8621 2439.8442 2370.1344 2408.8621 3135000
## 2011-02-08 2315.9160 2439.8446 2300.4249 2315.9160 6320000
## 2011-02-09 2323.6611 2323.6611 2261.6968 2323.6611 7660000
## 2011-02-10 2269.4424 2292.6790 2184.2415 2269.4424 17262500
## 2011-02-11 2261.6965 2362.3885 2215.2233 2261.6965 8530000
## 2011-02-14 2246.2056 2331.4065 2222.9690 2246.2056 4432500
## 2011-02-16 2346.8975 2362.3885 2207.4778 2346.8975 15590000
## 2011-02-17 2315.9160 2370.1348 2315.9160 2315.9160 4345000
## 2011-02-18 2401.1169 2416.6080 2339.1526 2401.1169 5640000
## 2011-02-21 2393.3711 2408.8622 2377.8800 2393.3711 2467500
## 2011-02-22 2362.3884 2385.6250 2315.9152 2362.3884 4650000
## 2011-02-23 2432.0986 2470.8263 2308.1700 2432.0986 9062500
## 2011-02-24 2416.6077 2455.3354 2401.1166 2416.6077 3422500
## 2011-02-25 2401.1169 2494.0634 2385.6259 2401.1169 5842500
## 2011-02-28 2509.5540 2509.5540 2424.3530 2509.5540 7975000
## 2011-03-01 2517.2998 2540.5364 2486.3177 2517.2998 6422500
## 2011-03-02 2509.5540 2509.5540 2463.0807 2509.5540 7507500
## 2011-03-03 2556.0269 2579.2635 2501.8081 2556.0269 15400000
## 2011-03-04 2587.0093 2594.7548 2571.5182 2587.0093 11680000
## 2011-03-07 2617.9915 2617.9915 2579.2638 2617.9915 6367500
## 2011-03-08 2602.5010 2617.9921 2579.2644 2602.5010 9540000
## 2011-03-09 2594.7546 2625.7368 2594.7546 2594.7546 5397500
## 2011-03-10 2587.0093 2610.2459 2563.7727 2587.0093 3167500
## 2011-03-11 2602.5010 2602.5010 2501.8090 2602.5010 3832500
## 2011-03-14 2556.0269 2610.2456 2556.0269 2556.0269 2280000
## 2011-03-15 2548.2817 2587.0094 2486.3174 2548.2817 5577500
## 2011-03-16 2563.7725 2571.5180 2532.7903 2563.7725 36705000
## 2011-03-17 2494.0632 2548.2820 2486.3177 2494.0632 13965000
## 2011-03-18 2416.6077 2517.2997 2408.8621 2416.6077 8767500
## 2011-03-21 2486.3171 2494.0627 2408.8618 2486.3171 4070000
## 2011-03-22 2470.8262 2509.5539 2447.5896 2470.8262 3200000
## 2011-03-23 2470.8262 2470.8262 2470.8262 2470.8262 0
## 2011-03-24 2525.0452 2532.7907 2494.0630 2525.0452 7437500
## 2011-03-25 2478.5710 2532.7898 2478.5710 2478.5710 7227500
## 2011-03-28 2439.8442 2470.8264 2432.0987 2439.8442 8777500
## 2011-03-29 2370.1340 2432.0983 2362.3885 2370.1340 21702500
## 2011-03-30 2370.1340 2401.1162 2362.3885 2370.1340 20132500
## 2011-03-31 2370.1340 2401.1162 2362.3885 2370.1340 21272500
## 2011-04-01 2393.3711 2424.3532 2377.8800 2393.3711 26315000
## 2011-04-04 2354.6423 2408.8611 2339.1513 2354.6423 26140000
## 2011-04-05 2370.1340 2385.6251 2354.6430 2370.1340 14940000
## 2011-04-06 2370.1340 2377.8796 2362.3885 2370.1340 13275000
## 2011-04-07 2370.1340 2385.6251 2354.6430 2370.1340 13290000
## 2011-04-08 2339.1521 2370.1342 2339.1521 2339.1521 22462500
## 2011-04-11 2346.8975 2362.3885 2339.1519 2346.8975 15782500
## 2011-04-12 2346.8975 2346.8975 2339.1519 2346.8975 6435000
## 2011-04-13 2339.1521 2370.1342 2323.6610 2339.1521 19782500
## 2011-04-14 2315.9160 2331.4071 2315.9160 2315.9160 12932500
## 2011-04-15 2315.9160 2331.4071 2308.1705 2315.9160 10670000
## 2011-04-18 2323.6611 2331.4067 2315.9156 2323.6611 13465000
## 2011-04-19 2346.8975 2370.1341 2308.1698 2346.8975 15047500
## 2011-04-20 2370.1340 2377.8796 2331.4064 2370.1340 14122500
## 2011-04-21 2377.8799 2385.6254 2362.3888 2377.8799 13627500
## 2011-04-25 2354.6423 2385.6245 2346.8968 2354.6423 6927500
## 2011-04-26 2362.3884 2362.3884 2339.1518 2362.3884 5845000
## 2011-04-27 2362.3884 2385.6250 2354.6429 2362.3884 6182500
## 2011-04-28 2370.1340 2370.1340 2346.8974 2370.1340 3680000
## 2011-04-29 2370.1340 2377.8796 2362.3885 2370.1340 7817500
## 2011-05-02 2370.1340 2370.1340 2346.8974 2370.1340 5797500
## 2011-05-03 2354.6423 2370.1334 2346.8968 2354.6423 5130000
## 2011-05-04 2323.6611 2354.6433 2315.9156 2323.6611 33652500
## 2011-05-05 2323.6611 2323.6611 2300.4245 2323.6611 18722500
## 2011-05-06 2315.9160 2339.1526 2308.1705 2315.9160 14227500
## 2011-05-09 2315.9160 2331.4071 2308.1705 2315.9160 5592500
## 2011-05-10 2308.1704 2346.8981 2308.1704 2308.1704 3567500
## 2011-05-11 2323.6611 2339.1522 2315.9156 2323.6611 5002500
## 2011-05-12 2308.1704 2339.1526 2300.4249 2308.1704 19155000
## 2011-05-13 2308.1704 2331.4070 2300.4249 2308.1704 5202500
## 2011-05-16 2292.6787 2308.1698 2269.4421 2292.6787 10730000
## 2011-05-18 2308.1704 2323.6615 2284.9338 2308.1704 6982500
## 2011-05-19 2315.9160 2339.1526 2315.9160 2315.9160 7665000
## 2011-05-20 2323.6611 2346.8977 2315.9156 2323.6611 8395000
## 2011-05-23 2300.4248 2315.9159 2292.6793 2300.4248 6205000
## 2011-05-24 2292.6787 2331.4064 2284.9332 2292.6787 8212500
## 2011-05-25 2292.6787 2315.9153 2284.9332 2292.6787 7547500
## 2011-05-26 2300.4248 2315.9159 2292.6793 2300.4248 7125000
## 2011-05-27 2300.4248 2315.9159 2284.9337 2300.4248 4360000
## 2011-05-30 2300.4248 2315.9159 2300.4248 2300.4248 3785000
## 2011-05-31 2277.1877 2308.1699 2277.1877 2277.1877 13682500
## 2011-06-01 2292.6787 2315.9153 2284.9332 2292.6787 9707500
## 2011-06-03 2315.9160 2315.9160 2284.9339 2315.9160 3515000
## 2011-06-06 2308.1704 2315.9159 2292.6793 2308.1704 3177500
## 2011-06-07 2315.9160 2315.9160 2292.6794 2315.9160 8565000
## 2011-06-08 2292.6787 2315.9153 2292.6787 2292.6787 4490000
## 2011-06-09 2277.1877 2308.1699 2277.1877 2277.1877 11125000
## 2011-06-10 2277.1877 2292.6788 2277.1877 2277.1877 2442500
## 2011-06-13 2261.6965 2284.9331 2261.6965 2261.6965 6177500
## 2011-06-14 2292.6787 2300.4242 2261.6966 2292.6787 2697500
## 2011-06-15 2300.4248 2315.9159 2292.6793 2300.4248 6567500
## 2011-06-16 2292.6787 2308.1698 2277.1876 2292.6787 6620000
## 2011-06-17 2292.6787 2300.4242 2261.6966 2292.6787 8457500
## 2011-06-20 2284.9331 2315.9152 2284.9331 2284.9331 3292500
## 2011-06-21 2300.4248 2315.9159 2300.4248 2300.4248 3910000
## 2011-06-22 2323.6611 2323.6611 2300.4245 2323.6611 3787500
## 2011-06-23 2323.6611 2331.4067 2315.9156 2323.6611 3222500
## 2011-06-24 2354.6423 2377.8789 2315.9147 2354.6423 12995000
## 2011-06-27 2346.8975 2370.1341 2339.1519 2346.8975 10710000
## 2011-06-28 2361.7981 2369.7236 2338.0216 2361.7981 5327500
## 2011-06-30 2361.7981 2393.5001 2361.7981 2361.7981 12717500
## 2011-07-01 2369.7229 2393.4994 2369.7229 2369.7229 12805000
## 2011-07-04 2369.7229 2369.7229 2369.7229 2369.7229 0
## 2011-07-05 2345.9468 2385.5743 2330.0958 2345.9468 7485000
## 2011-07-06 2353.8726 2369.7236 2330.0961 2353.8726 4162500
## 2011-07-07 2338.0205 2369.7225 2338.0205 2338.0205 3420000
## 2011-07-08 2377.6484 2393.4994 2361.7974 2377.6484 7907500
## 2011-07-11 2393.4995 2393.4995 2369.7230 2393.4995 4315000
## 2011-07-12 2345.9468 2377.6488 2338.0213 2345.9468 10425000
## 2011-07-13 2338.0205 2369.7225 2330.0950 2338.0205 5582500
## 2011-07-14 2353.8726 2361.7981 2338.0216 2353.8726 6710000
## 2011-07-15 2377.6484 2377.6484 2353.8720 2377.6484 5992500
## 2011-07-18 2369.7229 2377.6484 2361.7974 2369.7229 3980000
## 2011-07-19 2361.7981 2369.7236 2353.8726 2361.7981 4497500
## 2011-07-20 2369.7229 2369.7229 2345.9464 2369.7229 3670000
## 2011-07-21 2377.6484 2377.6484 2353.8720 2377.6484 4517500
## 2011-07-22 2385.5742 2393.4997 2361.7977 2385.5742 4447500
## 2011-07-25 2369.7229 2385.5739 2361.7974 2369.7229 3357500
## 2011-07-26 2377.6484 2385.5739 2361.7974 2377.6484 4857500
## 2011-07-27 2417.2759 2425.2014 2353.8719 2417.2759 22415000
## 2011-07-28 2496.5308 2520.3072 2393.4993 2496.5308 49575000
## 2011-07-29 2472.7546 2504.4566 2441.0527 2472.7546 11025000
## 2011-08-01 2520.3076 2536.1586 2488.6056 2520.3076 16635000
## 2011-08-02 2536.1577 2559.9342 2504.4557 2536.1577 27560000
## 2011-08-03 2552.0098 2559.9353 2480.6803 2552.0098 18022500
## 2011-08-04 2694.6687 2694.6687 2567.8608 2694.6687 43370000
## 2011-08-05 2575.7859 2623.3389 2536.1584 2575.7859 20422500
## 2011-08-08 2536.1577 2607.4872 2472.7538 2536.1577 21885000
## 2011-08-09 2377.6484 2528.2328 2377.6484 2377.6484 16080000
## 2011-08-10 2504.4568 2504.4568 2425.2018 2504.4568 11582500
## 2011-08-11 2599.5620 2599.5620 2425.2011 2599.5620 14875000
## 2011-08-12 2599.5620 2631.2640 2567.8600 2599.5620 14695000
## 2011-08-15 2655.0403 2662.9658 2607.4873 2655.0403 5605000
## 2011-08-16 2662.9670 2670.8925 2599.5631 2662.9670 9237500
## 2011-08-18 2750.1472 2758.0727 2662.9668 2750.1472 21660000
## 2011-08-19 2623.3389 2734.2958 2607.4879 2623.3389 18865000
## 2011-08-22 2639.1899 2670.8919 2552.0095 2639.1899 7150000
## 2011-08-23 2662.9670 2702.5945 2623.3396 2662.9670 6225000
## 2011-08-24 2607.4883 2694.6687 2607.4883 2607.4883 4590000
## 2011-08-25 2559.9351 2623.3390 2559.9351 2559.9351 3802500
## 2011-08-26 2678.8176 2694.6686 2528.2332 2678.8176 14017500
## 2011-09-05 2655.0403 2765.9972 2639.1893 2655.0403 13897500
## 2011-09-06 2694.6687 2718.4452 2599.5627 2694.6687 7370000
## 2011-09-07 2758.0728 2758.0728 2718.4453 2758.0728 5612500
## 2011-09-08 2781.8489 2805.6254 2758.0724 2781.8489 9342500
## 2011-09-09 2781.8489 2813.5509 2781.8489 2781.8489 7105000
## 2011-09-12 2694.6687 2734.2962 2655.0412 2694.6687 3240000
## 2011-09-13 2702.5938 2750.1467 2686.7428 2702.5938 3657500
## 2011-09-14 2710.5193 2750.1468 2615.4133 2710.5193 9955000
## 2011-09-15 2647.1152 2726.3702 2559.9348 2647.1152 16040000
## 2011-09-16 2670.8918 2726.3703 2647.1154 2670.8918 8502500
## 2011-09-19 2544.0840 2631.2644 2219.1387 2544.0840 15585000
## 2011-09-20 2544.0840 2544.0840 2448.9780 2544.0840 13830000
## 2011-09-21 2504.4568 2567.8608 2496.5313 2504.4568 12802500
## 2011-09-22 2377.6484 2425.2014 2338.0210 2377.6484 11260000
## 2011-09-23 2433.1274 2433.1274 2322.1705 2433.1274 6037500
## 2011-09-26 2409.3499 2472.7538 2322.1694 2409.3499 12770000
## 2011-09-27 2472.7546 2528.2331 2441.0527 2472.7546 6597500
## 2011-09-28 2472.7546 2512.3821 2448.9782 2472.7546 9672500
## 2011-09-29 2488.6055 2615.4134 2425.2015 2488.6055 11047500
## 2011-09-30 2615.4136 2615.4136 2488.6056 2615.4136 17112500
## 2011-10-03 2552.0098 2615.4137 2433.1273 2552.0098 12115000
## 2011-10-04 2496.5308 2504.4563 2456.9033 2496.5308 10007500
## 2011-10-05 2512.3816 2536.1581 2472.7541 2512.3816 9737500
## 2011-10-06 2544.0840 2583.7115 2536.1585 2544.0840 10105000
## 2011-10-07 2520.3076 2615.4136 2520.3076 2520.3076 9347500
## 2011-10-10 2472.7546 2520.3076 2472.7546 2472.7546 3970000
## 2011-10-11 2464.8289 2512.3818 2464.8289 2464.8289 11752500
## 2011-10-12 2536.1577 2536.1577 2456.9028 2536.1577 6612500
## 2011-10-13 2512.3816 2575.7855 2512.3816 2512.3816 10875000
## 2011-10-14 2488.6055 2536.1584 2488.6055 2488.6055 4620000
## 2011-10-17 2448.9783 2544.0842 2441.0528 2448.9783 12185000
## 2011-10-18 2488.6055 2496.5310 2417.2760 2488.6055 8205000
## 2011-10-19 2488.6055 2520.3074 2472.7545 2488.6055 3600000
## 2011-10-20 2480.6797 2504.4562 2456.9032 2480.6797 5512500
## 2011-10-21 2528.2332 2567.8606 2488.6057 2528.2332 18202500
## 2011-10-24 2559.9351 2583.7115 2520.3076 2559.9351 16032500
## 2011-10-25 2567.8601 2567.8601 2544.0836 2567.8601 6237500
## 2011-10-26 2552.0098 2567.8608 2544.0843 2552.0098 9517500
## 2011-10-27 2544.0840 2567.8605 2536.1585 2544.0840 7145000
## 2011-10-28 2488.6055 2599.5624 2456.9035 2488.6055 18870000
## 2011-10-31 2480.6797 2536.1581 2472.7542 2480.6797 11592500
## 2011-11-01 2480.6797 2512.3817 2448.9777 2480.6797 6690000
## 2011-11-02 2504.4568 2504.4568 2448.9783 2504.4568 4695000
## 2011-11-03 2488.6055 2504.4565 2480.6800 2488.6055 6032500
## 2011-11-04 2512.3816 2536.1581 2496.5306 2512.3816 9982500
## 2011-11-07 2496.5308 2528.2327 2488.6053 2496.5308 14972500
## 2011-11-08 2504.4568 2512.3823 2488.6058 2504.4568 15135000
## 2011-11-09 2567.8601 2567.8601 2512.3816 2567.8601 9545000
## 2011-11-10 2544.0840 2552.0095 2488.6055 2544.0840 3802500
## 2011-11-11 2528.2332 2559.9351 2528.2332 2528.2332 1602500
## 2011-11-14 2536.1577 2567.8597 2528.2322 2536.1577 1842500
## 2011-11-15 2520.3076 2552.0096 2512.3821 2520.3076 3502500
## 2011-11-16 2512.3816 2544.0836 2504.4561 2512.3816 6160000
## 2011-11-17 2559.9351 2575.7861 2520.3076 2559.9351 8927500
## 2011-11-18 2559.9351 2567.8606 2544.0841 2559.9351 5932500
## 2011-11-21 2567.8601 2567.8601 2536.1581 2567.8601 3465000
## 2011-11-22 2662.9670 2662.9670 2559.9356 2662.9670 14980000
## 2011-11-23 2773.9233 2781.8488 2631.2644 2773.9233 18185000
## 2011-11-24 2758.0728 2765.9983 2734.2963 2758.0728 10500000
## 2011-11-25 2829.4016 2829.4016 2710.5192 2829.4016 8887500
## 2011-11-28 2781.8489 2829.4018 2662.9664 2781.8489 9995000
## 2011-11-29 2869.0293 2916.5823 2781.8488 2869.0293 11775000
## 2011-11-30 2884.8801 2900.7311 2694.6683 2884.8801 12780000
## 2011-12-01 2884.8801 2884.8801 2884.8801 2884.8801 0
## 2011-12-02 2789.7744 2821.4764 2789.7744 2789.7744 3420000
## 2011-12-05 2837.3271 2884.8801 2773.9232 2837.3271 11082500
## 2011-12-06 2853.1782 2861.1037 2821.4762 2853.1782 8970000
## 2011-12-07 2877.2896 2901.4009 2845.1411 2877.2896 9672500
## 2011-12-08 2861.2153 2893.3638 2837.1040 2861.2153 9005000
## 2011-12-09 2821.0295 2853.1780 2812.9924 2821.0295 3875000
## 2011-12-12 2829.0669 2885.3267 2829.0669 2829.0669 7020000
## 2011-12-13 2780.8445 2812.9930 2764.7702 2780.8445 9000000
## 2011-12-14 2829.0669 2845.1411 2780.8442 2829.0669 5560000
## 2011-12-15 2812.9924 2812.9924 2748.6955 2812.9924 8457500
## 2011-12-16 2780.8445 2845.1415 2780.8445 2780.8445 5590000
## 2011-12-19 2941.5864 2973.7349 2853.1781 2941.5864 15690000
## 2011-12-20 2885.3264 3013.9204 2885.3264 2885.3264 6837500
## 2011-12-21 2925.5122 3013.9205 2893.3637 2925.5122 7230000
## 2011-12-22 2989.8088 3046.0687 2941.5861 2989.8088 7635000
## 2011-12-23 3013.9214 3054.1070 2989.8100 3013.9214 2475000
## 2011-12-27 2941.5864 3038.0319 2901.4008 2941.5864 4630000
## 2011-12-28 2941.5864 2973.7349 2885.3266 2941.5864 4785000
## 2011-12-29 2973.7351 2973.7351 2885.3268 2973.7351 6785000
## 2011-12-30 3021.9583 3046.0696 2973.7355 3021.9583 14007500
## 2012-01-02 2981.7722 3029.9949 2973.7351 2981.7722 1415000
## 2012-01-03 2973.7351 3005.8836 2925.5124 2973.7351 3997500
## 2012-01-04 3102.3296 3118.4038 2981.7727 3102.3296 13172500
## 2012-01-05 3222.8857 3230.9229 3086.2547 3222.8857 12265000
## 2012-01-06 3086.2549 3182.7003 3086.2549 3086.2549 7035000
## 2012-01-09 3150.5520 3166.6262 3102.3293 3150.5520 8315000
## 2012-01-10 3182.7002 3206.8116 3158.5888 3182.7002 9477500
## 2012-01-11 3102.3296 3214.8493 3102.3296 3102.3296 7850000
## 2012-01-12 3166.6267 3174.6638 3142.5153 3166.6267 5007500
## 2012-01-13 3206.8120 3214.8491 3150.5522 3206.8120 15
## 2012-01-16 3174.6633 3198.7747 3158.5891 3174.6633 1085000
## 2012-01-17 3182.7002 3198.7744 3134.4775 3182.7002 4365000
## 2012-01-18 3214.8486 3214.8486 3166.6259 3214.8486 5782500
## 2012-01-19 3255.0344 3263.0715 3190.7374 3255.0344 10332500
## 2012-01-20 3287.1829 3303.2571 3255.0344 3287.1829 13650000
## 2012-01-24 3423.8137 3423.8137 3279.1455 3423.8137 15
## 2012-01-25 3311.2937 3375.5907 3279.1452 3311.2937 7280000
## 2012-01-26 3335.4058 3391.6656 3287.1830 3335.4058 6242500
## 2012-01-27 3295.2202 3327.3687 3287.1831 3295.2202 5855000
## 2012-01-30 3150.5520 3295.2202 3118.4035 3150.5520 13555000
## 2012-01-31 3150.5520 3166.6262 2997.8467 3150.5520 24012500
## 2012-02-01 3182.7002 3182.7002 3118.4032 3182.7002 8282500
## 2012-02-02 3214.8486 3222.8858 3166.6259 3214.8486 13792500
## 2012-02-03 3198.7749 3214.8491 3174.6635 3198.7749 4297500
## 2012-02-06 3150.5520 3214.8490 3086.2550 3150.5520 6975000
## 2012-02-07 3206.8120 3206.8120 3094.2923 3206.8120 7007500
## 2012-02-08 3182.7002 3214.8487 3118.4032 3182.7002 8245000
## 2012-02-09 3206.8120 3206.8120 3166.6264 3206.8120 5052500
## 2012-02-10 3102.3296 3206.8122 3094.2925 3102.3296 5637500
## 2012-02-13 3190.7375 3190.7375 3070.1807 3190.7375 3667500
## 2012-02-14 3198.7749 3206.8120 3174.6635 3198.7749 3042500
## 2012-02-15 3206.8120 3206.8120 3134.4779 3206.8120 3747500
## 2012-02-16 3134.4775 3198.7745 3102.3291 3134.4775 3595000
## 2012-02-17 3158.5894 3174.6636 3126.4409 3158.5894 3385000
## 2012-02-20 3166.6267 3174.6638 3118.4040 3166.6267 3877500
## 2012-02-21 3118.4036 3166.6263 3118.4036 3118.4036 3995000
## 2012-02-22 3078.2178 3118.4034 3062.1435 3078.2178 4055000
## 2012-02-23 2981.7722 3062.1434 2981.7722 2981.7722 9302500
## 2012-02-24 2925.5122 2981.7721 2812.9925 2925.5122 15432500
## 2012-02-27 2989.8088 3021.9573 2853.1778 2989.8088 8680000
## 2012-02-28 2981.7722 3046.0692 2981.7722 2981.7722 6122500
## 2012-02-29 3094.2922 3102.3294 2989.8096 3094.2922 7725000
## 2012-03-01 2997.8462 3086.2545 2997.8462 2997.8462 5185000
## 2012-03-02 3094.2922 3110.3665 3013.9210 3094.2922 7255000
## 2012-03-05 3054.1062 3110.3661 3046.0691 3054.1062 2270000
## 2012-03-06 2997.8462 3054.1060 2989.8091 2997.8462 9067500
## 2012-03-07 3021.9583 3038.0325 2997.8469 3021.9583 2760000
## 2012-03-08 3086.2549 3094.2920 3021.9579 3086.2549 5412500
## 2012-03-09 3021.9583 3038.0325 2997.8469 3021.9583 10
## 2012-03-12 3182.7002 3198.7744 3150.5517 3182.7002 5202500
## 2012-03-13 3166.6267 3206.8123 3166.6267 3166.6267 5465000
## 2012-03-14 3182.7002 3246.9972 3174.6631 3182.7002 14000000
## 2012-03-15 3078.2178 3214.8488 3070.1807 3078.2178 4445000
## 2012-03-16 3158.5894 3174.6636 3070.1810 3158.5894 7595000
## 2012-03-19 3094.2922 3166.6263 3086.2551 3094.2922 5040000
## 2012-03-20 3102.3296 3150.5523 3094.2925 3102.3296 2765000
## 2012-03-21 3126.4404 3150.5518 3110.3662 3126.4404 3412500
## 2012-03-22 3118.4036 3142.5149 3110.3664 3118.4036 2165000
## 2012-03-26 3134.4775 3150.5518 3086.2548 3134.4775 4852500
## 2012-03-27 3102.3296 3126.4410 3094.2925 3102.3296 4425000
## 2012-03-28 3134.4775 3134.4775 3094.2919 3134.4775 5507500
## 2012-03-29 3142.5149 3142.5149 3086.2550 3142.5149 3830000
## 2012-03-30 3214.8486 3246.9971 3118.4032 3214.8486 12947500
## 2012-04-02 3238.9602 3238.9602 3174.6632 3238.9602 5362500
## 2012-04-03 3238.9602 3238.9602 3238.9602 3238.9602 0
## 2012-04-04 3126.4404 3263.0715 3126.4404 3126.4404 6737500
## 2012-04-05 3134.4775 3142.5147 3086.2548 3134.4775 7475000
## 2012-04-09 3126.4404 3150.5518 3126.4404 3126.4404 3972500
## 2012-04-10 3110.3660 3134.4773 3110.3660 3110.3660 6690000
## 2012-04-11 3134.4775 3134.4775 3110.3662 3134.4775 7380000
## 2012-04-12 3046.0696 3134.4779 3021.9582 3046.0696 9487500
## 2012-04-13 3054.1062 3078.2176 3038.0320 3054.1062 6172500
## 2012-04-16 3029.9951 3038.0322 3021.9580 3029.9951 9087500
## 2012-04-17 3038.0322 3070.1807 3029.9951 3038.0322 4560000
## 2012-04-18 3062.1433 3086.2547 3054.1062 3062.1433 10575000
## 2012-04-19 3029.9951 3062.1436 3029.9951 3029.9951 3187500
## 2012-04-20 3070.1804 3078.2175 3013.9206 3070.1804 6645000
## 2012-04-23 3102.3296 3134.4781 3070.1811 3102.3296 12007500
## 2012-04-24 3134.4775 3150.5518 3110.3662 3134.4775 8785000
## 2012-04-25 3094.2922 3126.4407 3062.1437 3094.2922 7092500
## 2012-04-26 3126.4404 3142.5147 3102.3291 3126.4404 3807500
## 2012-04-27 3102.3296 3126.4410 3070.1811 3102.3296 5515000
## 2012-04-30 3190.7375 3255.0345 3118.4034 3190.7375 13625000
## 2012-05-01 3238.9602 3238.9602 3166.6261 3238.9602 4260000
## 2012-05-02 3238.9602 3238.9602 3166.6261 3238.9602 15
## 2012-05-03 3327.3689 3359.5174 3319.3318 3327.3689 7455000
## 2012-05-04 3415.7771 3536.3339 3375.5915 3415.7771 12702500
## 2012-05-07 3399.7029 3447.9256 3335.4059 3399.7029 8365000
## 2012-05-08 3600.6306 3608.6677 3415.7768 3600.6306 15135000
## 2012-05-09 3512.2227 3600.6310 3504.1855 3512.2227 9600000
## 2012-05-10 3520.2588 3568.4815 3496.1474 3520.2588 6387500
## 2012-05-11 3472.0364 3536.3333 3455.9621 3472.0364 5252500
## 2012-05-14 3504.1848 3536.3333 3439.8878 3504.1848 6107500
## 2012-05-15 3415.7771 3512.2226 3391.6657 3415.7771 6675000
## 2012-05-16 3415.7771 3415.7771 3279.1460 3415.7771 11795000
## 2012-05-21 3335.4058 3472.0368 3335.4058 3335.4058 12720000
## 2012-05-22 3391.6653 3391.6653 3303.2569 3391.6653 7645000
## 2012-05-23 3407.7395 3423.8137 3359.5168 3407.7395 9545000
## 2012-05-24 3391.6653 3407.7395 3359.5168 3391.6653 5465000
## 2012-05-25 3383.6287 3415.7772 3359.5173 3383.6287 10380000
## 2012-05-28 3375.5911 3407.7396 3375.5911 3375.5911 6970000
## 2012-05-29 3391.6653 3407.7395 3375.5910 3391.6653 7277500
## 2012-05-30 3391.6653 3407.7395 3367.5539 3391.6653 8827500
## 2012-05-31 3303.2571 3391.6654 3222.8859 3303.2571 30057500
## 2012-06-01 3303.2571 3415.7768 3279.1457 3303.2571 7107500
## 2012-06-04 3263.0718 3295.2203 3214.8490 3263.0718 6502500
## 2012-06-05 3255.0344 3295.2200 3214.8488 3255.0344 10537500
## 2012-06-06 3319.3311 3335.4053 3287.1826 3319.3311 6917500
## 2012-06-07 3520.2588 3520.2588 3383.6277 3520.2588 23022500
## 2012-06-08 3681.0024 3681.0024 3536.3342 3681.0024 7410000
## 2012-06-11 3664.9275 3745.2987 3624.7419 3664.9275 9147500
## 2012-06-12 3817.6326 3841.7439 3681.0015 3817.6326 7992500
## 2012-06-13 3689.0381 3849.7805 3689.0381 3689.0381 5897500
## 2012-06-14 3648.8538 3777.4477 3640.8166 3648.8538 8877500
## 2012-06-15 3608.6677 4098.9322 3608.6677 3608.6677 6517500
## 2012-06-18 3825.6702 3873.8929 3681.0020 3825.6702 6452500
## 2012-06-19 3833.7080 3857.8194 3793.5224 3833.7080 6247500
## 2012-06-20 3857.8188 3857.8188 3809.5961 3857.8188 6995000
## 2012-06-21 3809.5962 3857.8189 3697.0765 3809.5962 6430000
## 2012-06-22 3705.1133 3753.3360 3697.0762 3705.1133 7240000
## 2012-06-25 3705.1126 3777.4467 3656.8899 3656.8899 3480000
## 2012-06-26 3656.8899 3745.2982 3592.5929 3640.8157 4365000
## 2012-06-27 3640.8165 3745.2991 3640.8165 3729.2249 8117500
## 2012-06-28 3777.4196 3826.2655 3744.8556 3769.2786 5467500
## 2012-06-29 3769.2789 3818.1249 3728.5740 3728.5740 12527500
## 2012-07-02 3842.5471 3883.2521 3728.5733 3842.5471 5297500
## 2012-07-03 4029.7900 4046.0720 3899.5342 4029.7900 8490000
## 2012-07-04 3915.8164 4111.2002 3915.8164 3915.8164 9957500
## 2012-07-05 3923.9578 4021.6497 3915.8168 3923.9578 3157500
## 2012-07-06 3940.2393 3980.9442 3826.2654 3940.2393 11852500
## 2012-07-09 3850.6877 3940.2386 3850.6877 3850.6877 4015000
## 2012-07-10 3801.8420 3907.6749 3769.2781 3801.8420 10585000
## 2012-07-11 3818.1238 3842.5467 3777.4188 3818.1238 9192500
## 2012-07-12 3744.8557 3826.2656 3712.2918 3744.8557 8342500
## 2012-07-13 3891.3931 3891.3931 3728.5733 3891.3931 5982500
## 2012-07-16 3875.1111 3923.9570 3875.1111 3875.1111 1730000
## 2012-07-17 3923.9578 3923.9578 3883.2528 3923.9578 3152500
## 2012-07-18 3842.5471 3980.9439 3842.5471 3842.5471 4685000
## 2012-07-19 3866.9695 3923.9564 3858.8285 3866.9695 4642500
## 2012-07-20 3744.8557 3883.2526 3744.8557 3744.8557 7720000
## 2012-07-23 3696.0093 3769.2782 3696.0093 3696.0093 8032500
## 2012-07-24 3647.1633 3744.8552 3639.0223 3647.1633 8490000
## 2012-07-25 3671.5867 3712.2916 3639.0227 3671.5867 5310000
## 2012-07-26 3793.7017 3801.8427 3679.7278 3793.7017 10670000
## 2012-07-27 3923.9578 3980.9447 3826.2659 3923.9578 14332500
## 2012-07-30 3923.9578 3972.8037 3891.3938 3923.9578 3880000
## 2012-07-31 3948.3804 3948.3804 3875.1115 3948.3804 8987500
## 2012-08-01 3923.9578 3923.9578 3875.1118 3923.9578 4827500
## 2012-08-02 4005.3660 4062.3529 3948.3791 4005.3660 7850000
## 2012-08-03 3980.9436 4062.3535 3980.9436 3980.9436 4362500
## 2012-08-06 4005.3660 4070.4939 4005.3660 4005.3660 2080000
## 2012-08-07 3907.6750 4021.6489 3907.6750 3907.6750 2095000
## 2012-08-08 4005.3660 4037.9299 3964.6610 4005.3660 5945000
## 2012-08-09 4037.9314 4070.4954 4005.3674 4037.9314 10207500
## 2012-08-10 4037.9314 4070.4954 4029.7904 4037.9314 6267500
## 2012-08-13 4062.3538 4160.0456 3956.5209 4062.3538 6775000
## 2012-08-14 4151.9048 4151.9048 4054.2129 4151.9048 3062500
## 2012-08-15 4143.7637 4151.9047 4078.6358 4143.7637 4472500
## 2012-08-16 4160.0449 4225.1728 4086.7760 4160.0449 4932500
## 2012-08-23 4151.9048 4412.4165 4086.7769 4151.9048 16362500
## 2012-08-24 4160.0449 4314.7237 4094.9170 4160.0449 6112500
## 2012-08-27 4184.4688 4225.1737 4151.9048 4184.4688 447500
## 2012-08-28 4200.7510 4282.1609 4184.4690 4200.7510 4605000
## 2012-08-29 4387.9941 4396.1351 4160.0464 4387.9941 10707500
## 2012-08-30 4371.7114 4371.7114 4265.8786 4371.7114 5695000
## 2012-08-31 4412.4170 4453.1219 4274.0201 4412.4170 9325000
## 2012-09-03 4575.2358 4607.7998 4331.0062 4575.2358 6205000
## 2012-09-04 4558.9546 4599.6595 4510.1086 4558.9546 6680000
## 2012-09-05 4314.7246 4526.3903 4314.7246 4314.7246 8987500
## 2012-09-06 4412.4170 4436.8400 4331.0071 4412.4170 7845000
## 2012-09-07 4558.9546 4583.3776 4444.9807 4558.9546 10432500
## 2012-09-10 4615.9409 4615.9409 4534.5310 4615.9409 4825000
## 2012-09-11 4558.9546 4599.6595 4558.9546 4558.9546 735000
## 2012-09-12 4550.8135 4599.6594 4542.6725 4550.8135 6155000
## 2012-09-13 4550.8135 4607.8004 4526.3905 4550.8135 4582500
## 2012-09-14 4526.3901 4640.3640 4526.3901 4526.3901 12760000
## 2012-09-17 4558.9546 4607.8005 4542.6726 4558.9546 12632500
## 2012-09-18 4510.1084 4558.9543 4387.9935 4510.1084 6782500
## 2012-09-19 4510.1084 4510.1084 4428.6985 4510.1084 6237500
## 2012-09-20 4339.1465 4453.1203 4331.0055 4339.1465 8740000
## 2012-09-21 4339.1465 4396.1334 4314.7235 4339.1465 9975000
## 2012-09-24 4192.6099 4314.7247 4184.4689 4192.6099 17455000
## 2012-09-25 4192.6099 4265.8788 4151.9049 4192.6099 12000000
## 2012-09-26 4086.7766 4241.4554 4086.7766 4086.7766 16255000
## 2012-09-27 4192.6099 4249.5968 4135.6229 4192.6099 20515000
## 2012-09-28 4241.4556 4249.5966 4200.7506 4241.4556 11850000
## 2012-10-01 4192.6099 4233.3148 4127.4819 4192.6099 16775000
## 2012-10-02 4241.4556 4265.8785 4200.7506 4241.4556 28142500
## 2012-10-03 4249.5972 4282.1611 4241.4562 4249.5972 8995000
## 2012-10-04 4249.5972 4282.1611 4233.3152 4249.5972 9465000
## 2012-10-05 4241.4556 4274.0195 4233.3146 4241.4556 9547500
## 2012-10-08 4217.0327 4249.5967 4160.0458 4217.0327 7987500
## 2012-10-09 4233.3149 4241.4559 4184.4690 4233.3149 4070000
## 2012-10-10 4217.0327 4233.3147 4200.7507 4217.0327 4155000
## 2012-10-11 4225.1738 4233.3148 4208.8918 4225.1738 6212500
## 2012-10-12 4249.5972 4249.5972 4217.0332 4249.5972 6387500
## 2012-10-15 4233.3149 4249.5969 4217.0330 4233.3149 2240000
## 2012-10-16 4217.0327 4241.4557 4200.7507 4217.0327 3980000
## 2012-10-17 4208.8911 4225.1731 4176.3272 4208.8911 11427500
## 2012-10-18 4225.1738 4225.1738 4184.4689 4225.1738 5142500
## 2012-10-19 4233.3149 4241.4559 4208.8920 4233.3149 4782500
## 2012-10-22 4225.1738 4225.1738 4168.1869 4225.1738 5087500
## 2012-10-23 4151.9048 4233.3147 4143.7638 4151.9048 7582500
## 2012-10-24 4151.9048 4208.8917 4143.7638 4151.9048 5507500
## 2012-10-25 4143.7637 4184.4686 4143.7637 4143.7637 5062500
## 2012-10-29 4160.0449 4168.1859 4111.1990 4160.0449 5327500
## 2012-10-30 4257.7383 4257.7383 4160.0464 4257.7383 15440000
## 2012-10-31 4241.4556 4257.7375 4233.3146 4241.4556 13867500
## 2012-11-01 4282.1602 4282.1602 4225.1732 4282.1602 13745000
## 2012-11-02 4290.3022 4298.4432 4265.8793 4290.3022 12955000
## 2012-11-05 4249.5972 4298.4431 4225.1742 4249.5972 9577500
## 2012-11-06 4233.3149 4257.7379 4192.6100 4233.3149 6115000
## 2012-11-07 4282.1602 4290.3011 4217.0322 4282.1602 11157500
## 2012-11-08 4274.0200 4274.0200 4208.8921 4274.0200 6022500
## 2012-11-09 4233.3149 4274.0199 4208.8920 4233.3149 4832500
## 2012-11-12 4208.8911 4257.7370 4208.8911 4208.8911 4902500
## 2012-11-13 4208.8911 4233.3141 4208.8911 4208.8911 4342500
## 2012-11-14 4257.7383 4265.8793 4192.6104 4257.7383 5917500
## 2012-11-19 4176.3267 4257.7365 4168.1857 4176.3267 6010000
## 2012-11-20 4233.3149 4257.7379 4176.3280 4233.3149 7220000
## 2012-11-21 4265.8789 4265.8789 4208.8920 4265.8789 8500000
## 2012-11-22 4282.1602 4314.7241 4233.3142 4282.1602 6200000
## 2012-11-23 4306.5840 4306.5840 4282.1610 4306.5840 5195000
## 2012-11-26 4379.8525 4379.8525 4298.4426 4379.8525 8855000
## 2012-11-27 4200.7510 4347.2888 4200.7510 4200.7510 11932500
## 2012-11-28 4282.1602 4322.8651 4217.0322 4282.1602 9442500
## 2012-11-29 4363.5713 4363.5713 4298.4434 4363.5713 13045000
## 2012-11-30 4290.3022 4387.9941 4233.3153 4290.3022 12010000
## 2012-12-03 4265.8789 4298.4429 4233.3149 4265.8789 5147500
## 2012-12-04 4274.0200 4274.0200 4208.8921 4274.0200 8657500
## 2012-12-05 4233.3149 4265.8789 4217.0330 4233.3149 7552500
## 2012-12-06 4233.3149 4249.5969 4217.0330 4233.3149 10037500
## 2012-12-07 4274.0200 4274.0200 4208.8921 4274.0200 12022500
## 2012-12-10 4225.1738 4265.8788 4208.8918 4225.1738 8487500
## 2012-12-11 4274.5908 4299.2994 4258.1184 4274.5908 9990000
## 2012-12-12 3813.3635 4249.8825 3747.4739 3813.3635 85745000
## 2012-12-13 3352.1362 3706.2931 3327.4276 3352.1362 193932500
## 2012-12-14 3656.8752 3681.5839 3310.9546 3656.8752 156602500
## 2012-12-17 3590.9856 3689.8201 3558.0408 3590.9856 26892500
## 2012-12-18 3558.0405 3623.9302 3483.9147 3558.0405 23585000
## 2012-12-19 3549.8047 3566.2771 3492.1512 3549.8047 18907500
## 2012-12-20 3385.0801 3525.0956 3360.3715 3385.0801 41280000
## 2012-12-21 3426.2615 3475.6787 3376.8442 3426.2615 18910000
## 2012-12-26 3508.6235 3516.8597 3475.6787 3508.6235 15
## 2012-12-27 3492.1511 3541.5684 3467.4425 3492.1511 7927500
## 2012-12-28 3434.4983 3525.0966 3426.2621 3434.4983 13657500
## 2013-01-02 3599.2219 3607.4581 3442.7340 3599.2219 17217500
## 2013-01-03 3640.4023 3673.3472 3607.4575 3640.4023 20890000
## 2013-01-04 3582.7500 3673.3483 3582.7500 3582.7500 11515000
## 2013-01-07 3574.5134 3623.9307 3574.5134 3574.5134 9135000
## 2013-01-08 3566.2773 3599.2222 3558.0411 3566.2773 10050000
## 2013-01-09 3533.3328 3582.7500 3492.1517 3533.3328 21482500
## 2013-01-10 3500.3877 3549.8049 3500.3877 3500.3877 7550000
## 2013-01-11 3508.6235 3566.2770 3500.3873 3508.6235 9067500
## 2013-01-14 3483.9155 3525.0966 3483.9155 3483.9155 12665000
## 2013-01-15 3500.3877 3549.8049 3500.3877 3500.3877 6240000
## 2013-01-16 3558.0405 3566.2767 3500.3871 3558.0405 6730000
## 2013-01-17 3541.5681 3599.2215 3541.5681 3541.5681 10322500
## 2013-01-18 3698.0564 3698.0564 3574.5133 3698.0564 26510000
## 2013-01-21 3788.6553 3788.6553 3689.8208 3788.6553 20117500
## 2013-01-22 3788.6553 3788.6553 3788.6553 3788.6553 0
## 2013-01-23 3698.0564 3780.4185 3673.3478 3698.0564 12255000
## 2013-01-25 3665.1123 3763.9468 3607.4589 3665.1123 10480000
## 2013-01-28 3632.1675 3665.1123 3574.5140 3632.1675 8835000
## 2013-01-29 3566.2773 3648.6394 3558.0411 3566.2773 13482500
## 2013-01-30 3558.0405 3590.9853 3516.8595 3558.0405 14590000
## 2013-01-31 3632.1675 3632.1675 3525.0968 3632.1675 18150000
## 2013-02-01 3615.6941 3648.6389 3590.9855 3615.6941 7710000
## 2013-02-04 3615.6941 3656.8751 3599.2217 3615.6941 7980000
## 2013-02-05 3656.8752 3665.1114 3566.2770 3656.8752 16827500
## 2013-02-06 3656.8752 3689.8201 3648.6390 3656.8752 10417500
## 2013-02-07 3673.3481 3673.3481 3640.4033 3673.3481 9100000
## 2013-02-08 3623.9307 3698.0565 3623.9307 3623.9307 10567500
## 2013-02-11 3615.6941 3665.1113 3615.6941 3615.6941 6195000
## 2013-02-12 3673.3481 3681.5844 3615.6947 3673.3481 7735000
## 2013-02-13 3755.7102 3772.1826 3656.8757 3755.7102 17212500
## 2013-02-14 3747.4729 3747.4729 3706.2919 3747.4729 6122500
## 2013-02-15 3788.6553 3813.3639 3722.7656 3788.6553 23680000
## 2013-02-18 3772.1829 3805.1277 3763.9467 3772.1829 3087500
## 2013-02-19 3747.4729 3772.1815 3722.7643 3747.4729 3617500
## 2013-02-20 3821.5999 3838.0723 3780.4188 3821.5999 19652500
## 2013-02-21 3813.3635 3821.5997 3755.7101 3813.3635 8787500
## 2013-02-22 3780.4182 3813.3630 3739.2372 3780.4182 12655000
## 2013-02-25 3763.9465 3780.4189 3706.2931 3763.9465 11132500
## 2013-02-26 3673.3481 3780.4188 3640.4033 3673.3481 11620000
## 2013-02-27 3731.0010 3739.2372 3673.3475 3731.0010 10732500
## 2013-02-28 3763.9465 3772.1827 3722.7655 3763.9465 9617500
## 2013-03-01 3747.4729 3788.6539 3722.7643 3747.4729 4677500
## 2013-03-04 3788.6553 3788.6553 3755.7104 3788.6553 11455000
## 2013-03-05 3755.7102 3788.6550 3731.0016 3755.7102 7692500
## 2013-03-06 3780.4182 3796.8906 3755.7096 3780.4182 6985000
## 2013-03-07 3763.9465 3805.1276 3747.4741 3763.9465 7752500
## 2013-03-08 3788.6553 3805.1277 3763.9467 3788.6553 7782500
## 2013-03-11 3772.1829 3788.6553 3706.2932 3772.1829 11700000
## 2013-03-13 3755.7102 3772.1826 3706.2930 3755.7102 10497500
## 2013-03-14 3706.2927 3731.0013 3574.5134 3623.9307 20
## 2013-03-15 3689.8206 3755.7102 3648.6395 3673.3481 20
## 2013-03-18 3673.3479 3722.7651 3673.3479 3706.2927 20
## 2013-03-19 3714.5281 3763.9453 3714.5281 3747.4729 20
## 2013-03-20 3747.4739 3747.4739 3689.8204 3714.5291 20
## 2013-03-21 3673.3481 3755.7102 3665.1119 3755.7102 20
## 2013-03-22 3755.7092 3755.7092 3632.1661 3640.4023 20
## 2013-03-25 3673.3471 3747.4729 3673.3471 3747.4729 20
## 2013-03-26 3698.0564 3706.2926 3640.4030 3698.0564 12927500
## 2013-03-27 3673.3471 3747.4729 3665.1109 3747.4729 20
## 2013-03-28 3731.0016 3755.7102 3681.5843 3755.7102 20
## 2013-04-01 3689.8197 3755.7093 3648.6387 3648.6387 20
## 2013-04-02 3648.6389 3731.0010 3648.6389 3731.0010 20
## 2013-04-03 3739.2373 3772.1821 3706.2925 3739.2373 15
## 2013-04-04 3739.2367 3747.4729 3706.2919 3747.4729 20
## 2013-04-05 3747.4734 3805.1268 3747.4734 3780.4182 20
## 2013-04-08 3780.4191 3780.4191 3747.4742 3772.1829 20
## 2013-04-09 3772.1821 3780.4183 3739.2373 3739.2373 20
## 2013-04-10 3739.2367 3763.9453 3731.0005 3747.4729 20
## 2013-04-11 3714.5294 3772.1829 3714.5294 3772.1829 20
## 2013-04-12 3788.6550 3788.6550 3731.0016 3755.7102 20
## 2013-04-15 3739.2375 3739.2375 3698.0565 3706.2927 20
## 2013-04-16 3698.0569 3763.9465 3689.8207 3763.9465 20
## 2013-04-17 3722.7649 3747.4735 3714.5287 3739.2373 20
## 2013-04-18 3747.4734 3747.4734 3698.0562 3731.0010 20
## 2013-04-19 3739.2372 3739.2372 3689.8200 3731.0010 20
## 2013-04-22 3731.0013 3763.9462 3698.0565 3706.2927 15
## 2013-04-23 3698.0568 3763.9464 3698.0568 3755.7102 15
## 2013-04-24 3731.0018 3788.6553 3722.7656 3788.6553 20
## 2013-04-25 3788.6553 3788.6553 3763.9467 3788.6553 6950000
## 2013-04-26 3788.6539 3788.6539 3747.4729 3747.4729 20
## 2013-04-29 3780.4191 3788.6553 3731.0018 3788.6553 20
## 2013-04-30 3788.6545 4324.0078 3772.1821 4324.0078 15
## 2013-05-01 4118.1028 4258.1183 4085.1580 4233.4097 20
## 2013-05-02 4200.4657 4200.4657 4151.0485 4159.2847 20
## 2013-05-03 4175.7567 4324.0084 4175.7567 4266.3550 20
## 2013-05-06 4299.2996 4447.5513 4299.2996 4447.5513 20
## 2013-05-07 4282.8273 4464.0238 4266.3549 4455.7876 20
## 2013-05-08 4447.5510 4612.2751 4398.1338 4562.8579 20
## 2013-05-10 4480.4963 4529.9136 4455.7877 4529.9136 20
## 2013-05-13 4447.5514 4554.6221 4431.0790 4554.6221 20
## 2013-05-14 4554.6210 4645.2192 4513.4400 4645.2192 20
## 2013-05-15 4645.2205 4678.1653 4612.2756 4628.7480 20
## 2013-05-16 4529.9127 4694.6368 4529.9127 4636.9834 20
## 2013-05-17 4636.9841 5353.5341 4636.9841 5147.6289 15
## 2013-05-20 5147.6287 5246.4631 5147.6287 5197.0459 20
## 2013-05-21 5221.7545 5238.2269 4941.7235 5098.2114 20
## 2013-05-22 5098.2117 5188.8099 5081.7393 5081.7393 20
## 2013-05-23 5015.8495 5262.9357 5015.8495 5205.2822 20
## 2013-05-24 5114.6837 5337.0613 5114.6837 5320.5889 20
## 2013-05-27 5221.7549 5295.8807 5122.9204 5188.8101 20
## 2013-05-28 5188.8095 5674.7456 5106.4474 5444.1318 20
## 2013-05-29 5510.0215 5682.9818 5287.6439 5510.0215 10682500
## 2013-05-30 5477.0779 5477.0779 5320.5900 5328.8262 20
## 2013-05-31 5295.8792 5353.5326 4949.9586 5024.0845 15
## 2013-06-03 4941.7243 4941.7243 4760.5277 4785.2363 20
## 2013-06-04 4826.4170 5197.0463 4760.5273 5155.8652 15
## 2013-06-05 5048.7948 5106.4482 4867.5982 5106.4482 20
## 2013-06-07 5073.5016 5073.5016 4719.3449 4760.5259 15
## 2013-06-10 4760.5268 4818.1803 4513.4407 4562.8579 20
## 2013-06-11 4628.7481 4628.7481 4431.0791 4431.0791 20
## 2013-06-12 4406.3699 4925.2508 4274.5906 4851.1250 15
## 2013-06-13 4694.6370 4851.1248 4579.3301 4579.3301 20
## 2013-06-14 4661.6923 4776.9991 4628.7474 4752.2905 20
## 2013-06-17 4711.1087 4859.3603 4694.6362 4760.5259 20
## 2013-06-18 4842.8879 5015.8482 4842.8879 4859.3604 20
## 2013-06-19 4826.4167 4991.1409 4776.9995 4776.9995 20
## 2013-06-20 4760.5265 4776.9989 4529.9127 4538.1489 20
## 2013-06-21 4365.1884 4554.6211 4315.7712 4488.7314 20
## 2013-06-24 4488.7323 4645.2202 4348.7168 4348.7168 20
## 2013-06-25 4315.7725 4529.9138 4208.7018 4282.8276 20
## 2013-06-26 4398.1345 4875.8345 4373.4259 4612.2759 20
## 2013-06-27 4694.6370 4974.6680 4694.6370 4842.8887 20
## 2013-06-28 4908.7792 5065.2671 4908.7792 5065.2671 20
## 2013-07-01 4329.8560 5045.9475 4329.8560 4921.0479 15
## 2013-07-02 5004.3159 5045.9491 4954.3560 4987.6626 6345000
## 2013-07-03 5004.3155 5012.6421 4712.8828 4712.8828 13212500
## 2013-07-04 4762.8417 4879.4147 4696.2285 4696.2285 3887500
## 2013-07-05 4779.4962 4912.7226 4779.4962 4879.4160 6052500
## 2013-07-08 4846.1096 4871.0896 4662.9233 4662.9233 6212500
## 2013-07-09 4579.6568 4721.2098 4579.6568 4637.9434 5472500
## 2013-07-10 4762.8434 4912.7231 4721.2102 4896.0698 8500000
## 2013-07-11 4921.0498 5312.4023 4921.0498 5270.7690 18317500
## 2013-07-12 5245.7890 5270.7689 5129.2159 5162.5225 13290000
## 2013-07-15 5162.5217 5287.4214 5037.6220 5287.4214 8742500
## 2013-07-16 5204.1549 5403.9945 5162.5217 5287.4214 9512500
## 2013-07-17 5287.4226 5478.9355 5245.7894 5478.9355 6437500
## 2013-07-18 5329.0547 5720.4071 5329.0547 5645.4673 13510000
## 2013-07-19 5628.8146 5762.0410 5612.1613 5762.0410 13185000
## 2013-07-22 5645.4676 5762.0406 5495.5879 5495.5879 4757500
## 2013-07-23 5495.5881 5662.1211 5495.5881 5662.1211 8500000
## 2013-07-24 5695.4277 5728.7343 5379.0150 5662.1211 12517500
## 2013-07-25 5678.7741 5712.0807 5462.2813 5470.6079 8907500
## 2013-07-26 5470.6084 5578.8549 5403.9952 5487.2617 3090000
## 2013-07-29 5478.9348 5487.2615 5262.4419 5295.7485 8100000
## 2013-07-30 5329.0547 5528.8943 5329.0547 5362.3613 7285000
## 2013-07-31 5279.0952 5437.3016 5270.7686 5295.7485 8927500
## 2013-08-01 5329.0557 5387.3422 5270.7691 5320.7290 9180000
## 2013-08-02 5329.0550 5329.0550 5154.1954 5237.4619 9560000
## 2013-08-12 5254.1149 5254.1149 4746.1893 4995.9888 14772500
## 2013-08-13 5062.6023 5254.1152 5004.3157 5220.8086 13412500
## 2013-08-14 5220.8086 5262.4418 5145.8687 5204.1553 5000000
## 2013-08-15 5120.8891 5154.1957 5020.9694 5112.5625 6560000
## 2013-08-16 5095.9092 5220.8089 5045.9493 5112.5625 5005000
## 2013-08-19 5029.2957 5120.8888 4862.7627 4862.7627 5957500
## 2013-08-20 4779.4957 4871.0888 4546.3495 4812.8022 18070000
## 2013-08-21 4821.1286 4987.6615 4762.8420 4912.7217 8762500
## 2013-08-22 4829.4553 4954.3550 4746.1888 4954.3550 8307500
## 2013-08-23 4879.4159 5062.6022 4829.4561 4829.4561 7820000
## 2013-08-26 4762.8427 4921.0490 4712.8828 4712.8828 4957500
## 2013-08-27 4662.9233 4704.5565 4546.3502 4637.9434 7205000
## 2013-08-28 4563.0036 4796.1497 4429.7772 4662.9233 9737500
## 2013-08-29 4662.9234 4804.4765 4587.9836 4721.2100 14780000
## 2013-08-30 4746.1896 5362.3616 4729.5363 5195.8286 22267500
## 2013-09-02 5195.8285 5195.8285 5012.6422 5095.9087 7760000
## 2013-09-03 5104.2355 5245.7886 5037.6224 5245.7886 14750000
## 2013-09-04 5245.7883 5245.7883 5062.6021 5087.5820 5340000
## 2013-09-05 5170.8491 5237.4623 5104.2359 5162.5225 6492500
## 2013-09-06 5245.7887 5329.0552 5162.5222 5312.4019 10782500
## 2013-09-09 5320.7271 5362.3603 5295.7471 5329.0537 9215000
## 2013-09-10 5370.6882 5495.5879 5329.0549 5495.5879 14255000
## 2013-09-11 5512.2412 5545.5478 5395.6681 5495.5879 12180000
## 2013-09-12 5412.3224 5445.6290 5137.5430 5137.5430 13935000
## 2013-09-13 5129.2158 5204.1556 5095.9092 5112.5625 6357500
## 2013-09-16 5145.8689 5354.0352 5137.5423 5354.0352 11050000
## 2013-09-17 5329.0551 5329.0551 5145.8688 5245.7886 11710000
## 2013-09-18 5304.0749 5304.0749 5120.8887 5120.8887 9120000
## 2013-09-19 5245.7886 5495.5881 5245.7886 5262.4419 18805000
## 2013-09-20 5262.4405 5329.0537 5204.1540 5329.0537 6737500
## 2013-09-23 5245.7892 5329.0557 5129.2161 5320.7290 7792500
## 2013-09-24 5229.1353 5337.3817 5229.1353 5245.7886 7710000
## 2013-09-25 5120.8888 5295.7485 5120.8888 5245.7886 10180000
## 2013-09-26 5312.4021 5320.7287 5129.2158 5129.2158 10302500
## 2013-09-27 5212.4823 5287.4222 5154.1958 5154.1958 5222500
## 2013-09-30 5154.1956 5187.5022 5020.9692 5020.9692 9847500
## 2013-10-01 5020.9693 5112.5624 5004.3160 5045.9492 6635000
## 2013-10-02 5045.9494 5162.5225 5045.9494 5162.5225 4752500
## 2013-10-03 5129.2158 5237.4623 5129.2158 5145.8691 5140000
## 2013-10-04 5145.8691 5145.8691 5079.2559 5112.5625 9937500
## 2013-10-07 5112.5624 5112.5624 5045.9492 5045.9492 6097500
## 2013-10-08 5045.9488 5095.9087 5020.9688 5070.9287 10715000
## 2013-10-09 5079.2553 5112.5619 5037.6221 5037.6221 13657500
## 2013-10-10 5095.9091 5120.8891 5045.9492 5045.9492 9402500
## 2013-10-11 5079.2554 5120.8887 5054.2755 5120.8887 9085000
## 2013-10-16 5120.8885 5145.8685 4929.3756 5012.6421 14975000
## 2013-10-17 5095.9087 5112.5620 5020.9689 5095.9087 7282500
## 2013-10-18 5112.5625 5129.2158 5079.2559 5129.2158 4637500
## 2013-10-21 5162.5221 5270.7685 5129.2155 5245.7886 6540000
## 2013-10-22 5262.4422 5262.4422 5079.2559 5129.2158 13150000
## 2013-10-23 5187.5016 6220.0059 5170.8483 5279.0947 66040000
## 2013-10-24 5245.7887 5387.3418 5245.7887 5354.0352 8405000
## 2013-10-25 5320.7276 5354.0342 5320.7276 5337.3809 4125000
## 2013-10-28 5354.0337 5370.6869 5320.7271 5329.0537 3592500
## 2013-10-29 5329.0551 5345.7084 5262.4419 5295.7485 5992500
## 2013-10-30 5345.7083 5345.7083 5104.2355 5204.1553 12940000
## 2013-10-31 5079.2552 5129.2151 4995.9888 4995.9888 17272500
## 2013-11-01 4962.6831 5095.9095 4962.6831 4962.6831 12017500
## 2013-11-04 4995.9897 5012.6430 4912.7232 4971.0098 5377500
## 2013-11-06 5004.3161 5129.2158 4971.0095 5129.2158 8972500
## 2013-11-07 5020.9688 5112.5619 5020.9688 5029.2954 3630000
## 2013-11-08 5029.2959 5029.2959 4995.9893 5020.9692 4975000
## 2013-11-11 5020.9697 5037.6230 4946.0298 4962.6831 7005000
## 2013-11-12 4995.9897 5012.6430 4871.0900 4962.6831 6640000
## 2013-11-13 4946.0288 4979.3354 4871.0890 4929.3755 6265000
## 2013-11-14 4954.3570 4995.9902 4954.3570 4979.3369 4425000
## 2013-11-15 4979.3357 4979.3357 4829.4561 4829.4561 7872500
## 2013-11-18 4846.1085 4912.7217 4846.1085 4912.7217 4767500
## 2013-11-19 4912.7226 4921.0492 4846.1094 4862.7627 5840000
## 2013-11-20 4946.0296 4946.0296 4746.1900 4779.4966 10302500
## 2013-11-21 4746.1892 4754.5159 4529.6964 4587.9829 24497500
## 2013-11-22 4671.2504 4679.5770 4563.0039 4571.3306 9992500
## 2013-11-25 4596.3096 4637.9429 4579.6563 4629.6162 3520000
## 2013-11-26 4596.3107 4604.6374 4279.8980 4329.8579 67450000
## 2013-11-27 4388.1427 4479.7358 4279.8963 4446.4292 20720000
## 2013-11-28 4479.7358 4496.3891 4371.4894 4438.1025 7535000
## 2013-11-29 4446.4297 4471.4096 4388.1431 4429.7764 7147500
## 2013-12-02 4429.7774 4546.3505 4429.7774 4504.7173 11442500
## 2013-12-03 4543.4923 4543.4923 4400.1910 4425.4795 13085000
## 2013-12-04 4383.3327 4408.6211 4349.6147 4349.6147 10717500
## 2013-12-05 4349.6140 4349.6140 4265.3192 4299.0371 11035000
## 2013-12-06 4290.6076 4349.6140 4231.6012 4299.0371 7560000
## 2013-12-09 4332.7552 4509.7743 4315.8962 4425.4795 14305000
## 2013-12-10 4484.4866 4543.4930 4433.9097 4518.2046 9160000
## 2013-12-11 4518.2033 4526.6328 4442.3379 4484.4854 7847500
## 2013-12-12 4433.9085 4484.4854 4433.9085 4467.6265 9040000
## 2013-12-13 4450.7682 4476.0567 4332.7554 4374.9028 6890000
## 2013-12-16 4341.1846 4400.1910 4299.0371 4341.1846 4360000
## 2013-12-17 4383.3330 4417.0510 4358.0445 4383.3330 11707500
## 2013-12-18 4450.7690 4450.7690 4273.7498 4366.4741 10855000
## 2013-12-19 4417.0510 4442.3395 4349.6151 4366.4741 6597500
## 2013-12-20 4383.3330 4450.7689 4299.0381 4383.3330 8767500
## 2013-12-23 4433.9086 4442.3381 4307.4663 4307.4663 6597500
## 2013-12-24 4324.3265 4408.6214 4315.8970 4400.1919 5030000
## 2013-12-27 4383.3315 4535.0623 4383.3315 4484.4854 7810000
## 2013-12-30 4526.6343 4551.9227 4383.3330 4383.3330 10530000
## 2014-01-02 4450.7687 4518.2046 4450.7687 4518.2046 6175000
## 2014-01-03 4459.1970 4518.2034 4417.0496 4467.6265 8817500
## 2014-01-06 4518.2049 4518.2049 4450.7690 4509.7754 6357500
## 2014-01-07 4509.7751 4518.2046 4417.0508 4417.0508 7055500
## 2014-01-08 4450.7687 4480.2719 4370.6886 4417.0508 10381500
## 2014-01-09 4391.7613 4454.9825 4370.6876 4395.9761 9274500
## 2014-01-10 4370.6889 4467.6280 4349.6151 4366.4741 11790500
## 2014-01-13 4467.6262 4581.4242 4433.9082 4556.1357 17524000
## 2014-01-15 4568.7811 4796.3772 4564.5663 4724.7266 27483000
## 2014-01-16 4733.1556 4754.2293 4627.7871 4686.7935 11031000
## 2014-01-17 4695.2233 4695.2233 4636.2169 4661.5054 5573000
## 2014-01-20 4674.1493 4733.1557 4653.0756 4728.9409 4428000
## 2014-01-21 4754.2293 4754.2293 4669.9344 4745.7998 3699000
## 2014-01-22 4703.6514 4817.4494 4703.6514 4804.8052 13677500
## 2014-01-23 4830.0939 4851.1676 4758.4433 4817.4497 11185000
## 2014-01-24 4733.1562 4779.5184 4691.0088 4733.1562 9590500
## 2014-01-27 4627.7882 4627.7882 4467.6280 4572.9966 12475000
## 2014-01-28 4572.9955 4728.9410 4551.9218 4669.9346 11326000
## 2014-01-29 4703.6514 4825.8789 4703.6514 4804.8052 14106000
## 2014-01-30 4720.5120 4830.0953 4703.6530 4813.2363 17600000
## 2014-02-03 4787.9473 4809.0210 4728.9409 4787.9473 10174500
## 2014-02-04 4695.2236 4733.1563 4678.3647 4695.2236 8808500
## 2014-02-05 4720.5117 4787.9476 4716.2970 4741.5854 7780000
## 2014-02-06 4720.5106 4804.8054 4712.0811 4754.2285 14201500
## 2014-02-07 4800.5923 4830.0955 4745.8006 4758.4448 8042500
## 2014-02-10 4771.0885 4804.8065 4737.3706 4737.3706 5104000
## 2014-02-11 4737.3705 4771.0885 4640.4315 4653.0757 15378500
## 2014-02-12 4678.3643 4724.7265 4678.3643 4720.5117 3756000
## 2014-02-13 4737.3707 4754.2297 4728.9412 4741.5854 4622000
## 2014-02-14 4771.0882 4787.9472 4733.1555 4783.7324 9046000
## 2014-02-17 4800.5914 4817.4504 4775.3029 4783.7324 8066500
## 2014-02-18 4783.7332 4804.8069 4724.7268 4733.1562 3825500
## 2014-02-19 4762.6588 4787.9473 4733.1556 4787.9473 6207500
## 2014-02-20 4787.9473 4787.9473 4728.9410 4771.0884 6617000
## 2014-02-21 4779.5178 4809.0210 4771.0883 4787.9473 9464000
## 2014-02-24 4787.9472 4804.8061 4758.4440 4783.7324 3862000
## 2014-02-25 4787.9473 4796.3768 4741.5851 4787.9473 6097500
## 2014-02-26 4783.7330 4787.9477 4724.7266 4724.7266 9038000
## 2014-02-27 4724.7266 4787.9477 4720.5118 4724.7266 7583500
## 2014-02-28 4724.7254 4817.4497 4716.2959 4817.4497 13213000
## 2014-03-03 4737.3708 4779.5183 4737.3708 4766.8740 3901000
## 2014-03-04 4750.0150 4754.2298 4720.5118 4724.7266 7879000
## 2014-03-05 4754.2297 4762.6592 4737.3707 4741.5854 7794000
## 2014-03-06 4745.7999 4771.0884 4741.5852 4771.0884 5919000
## 2014-03-07 4779.5181 4787.9476 4741.5854 4741.5854 6462500
## 2014-03-10 4737.3702 4771.0882 4737.3702 4762.6587 4240000
## 2014-03-11 4754.2296 4804.8065 4733.1559 4800.5918 9185000
## 2014-03-12 4771.0888 4935.4637 4754.2298 4889.1016 21607500
## 2014-03-13 4935.4636 5154.6302 4922.8194 5108.2681 24143500
## 2014-03-14 5057.6915 5285.2876 4994.4704 5205.2075 15479500
## 2014-03-17 5226.2805 5226.2805 4952.3222 5011.3286 13847500
## 2014-03-18 5049.2617 5057.6912 4804.8066 4884.8867 16249000
## 2014-03-19 4884.8859 4969.1808 4817.4501 4872.2417 10772500
## 2014-03-20 4855.3835 4868.0277 4720.5117 4741.5854 10849000
## 2014-03-21 4750.0149 4800.5918 4640.4316 4741.5854 13837000
## 2014-03-24 4754.2294 4787.9473 4745.7999 4771.0884 7412000
## 2014-03-25 4741.5850 4787.9471 4737.3702 4762.6587 5253500
## 2014-03-26 4771.0891 4889.1019 4771.0891 4842.7397 8464500
## 2014-03-27 4838.5249 4889.1018 4813.2364 4838.5249 11503500
## 2014-03-28 4838.5247 4973.3965 4838.5247 4931.2490 15810000
## 2014-04-01 4973.3961 5091.4089 4973.3961 5057.6909 18885500
## 2014-04-02 5057.6906 5066.1201 4994.4695 5045.0464 9913000
## 2014-04-03 5049.2614 5074.5499 5040.8319 5057.6909 11419500
## 2014-04-04 5057.6914 5070.3357 4905.9607 4956.5376 4159000
## 2014-04-07 4964.9669 5057.6912 4956.5374 5049.2617 10629500
## 2014-04-08 4990.2562 5032.4036 4981.8267 5002.9004 8002000
## 2014-04-09 5002.9004 5002.9004 5002.9004 5002.9004 0
## 2014-04-10 5007.1127 5023.9716 4922.8178 4981.8242 10012000
## 2014-04-11 4889.1009 5146.2002 4872.2420 5146.2002 11759500
## 2014-04-14 5028.1883 5192.5633 5028.1883 5184.1338 6889000
## 2014-04-15 5200.9929 5222.0667 5087.1949 5171.4897 5066500
## 2014-04-16 5209.4216 5209.4216 5074.5498 5074.5498 5473500
## 2014-04-17 5125.1271 5192.5630 5108.2681 5192.5630 6067500
## 2014-04-21 5192.5631 5213.6368 5175.7041 5175.7041 2746000
## 2014-04-22 5175.7027 5196.7764 5133.5552 5196.7764 4972000
## 2014-04-23 5184.1331 5200.9921 5053.4761 5053.4761 4316000
## 2014-04-24 5057.6915 5137.7716 4897.5313 4939.6787 12060500
## 2014-04-25 4981.8255 4981.8255 4893.3159 4893.3159 9538500
## 2014-04-28 4889.1003 4893.3151 4804.8055 4817.4497 15163000
## 2014-04-29 4817.4509 4931.2490 4817.4509 4889.1016 7823000
## 2014-04-30 4964.9670 4964.9670 4918.6048 4931.2490 6525000
## 2014-05-02 4855.3839 4948.1083 4855.3839 4922.8198 3765000
## 2014-05-05 4922.8190 5057.6908 4922.8190 5011.3286 6503000
## 2014-05-06 5015.5439 5015.5439 4948.1080 4952.3228 2002000
## 2014-05-07 5015.5429 5125.1262 4973.3955 5095.6230 9430500
## 2014-05-08 5125.1260 5137.7702 5061.9049 5125.1260 6035000
## 2014-05-09 5125.1274 5184.1338 5082.9800 5184.1338 8003500
## 2014-05-12 5141.9857 5184.1331 5137.7709 5154.6299 8618000
## 2014-05-13 5154.6303 5192.5630 5015.5438 5091.4092 6557000
## 2014-05-14 5091.4092 5192.5630 5091.4092 5192.5630 9854500
## 2014-05-16 5158.8450 5192.5630 5099.8386 5192.5630 9577500
## 2014-05-19 5141.9849 5200.9912 5057.6900 5141.9849 10479000
## 2014-05-20 4990.2549 5141.9856 4927.0337 4990.2549 18308500
## 2014-05-21 5057.6909 5066.1204 4956.5371 5057.6909 9348500
## 2014-05-22 5061.9058 5091.4090 5057.6910 5061.9058 6945500
## 2014-05-23 5061.9058 5137.7711 5040.8320 5061.9058 5145500
## 2014-05-26 5078.7637 5125.1258 5045.0457 5078.7637 2632000
## 2014-05-28 5091.4092 5116.6976 5074.5502 5091.4092 4376000
## 2014-05-30 4910.1748 5133.5561 4910.1748 4910.1748 16546000
## 2014-06-02 5015.5430 5015.5430 4922.8186 5015.5430 5471500
## 2014-06-03 5066.1201 5082.9791 4994.4695 5066.1201 7553500
## 2014-06-04 5104.0537 5104.0537 4977.6114 5104.0537 5828500
## 2014-06-05 5137.7709 5137.7709 5104.0530 5133.5562 5789000
## 2014-06-06 5137.7715 5141.9862 5095.6241 5137.7715 2907500
## 2014-06-09 5053.4761 5150.4151 5040.8318 5053.4761 4678000
## 2014-06-10 5091.4092 5091.4092 5057.6912 5091.4092 4052500
## 2014-06-11 5137.7715 5137.7715 5061.9061 5137.7715 5481000
## 2014-06-12 5057.6909 5133.5563 5049.2614 5057.6909 10054500
## 2014-06-13 5023.9736 5049.2621 5007.1147 5023.9736 8032000
## 2014-06-16 4998.6851 5040.8325 4990.2556 4998.6851 11989000
## 2014-06-17 4973.3955 4994.4692 4939.6776 4973.3955 6562000
## 2014-06-18 4956.5376 5057.6914 4943.8934 4956.5376 8015000
## 2014-06-19 4981.8242 4990.2537 4935.4621 4981.8242 14407000
## 2014-06-20 5036.6182 5049.2624 4960.7528 5036.6182 13152000
## 2014-06-23 5023.9736 5036.6179 5011.3294 5023.9736 9629500
## 2014-06-24 5007.1152 5057.6922 5007.1152 5007.1152 5167500
## 2014-06-25 5007.1152 5019.7595 4977.6120 5007.1152 2921500
## 2014-06-26 5023.9736 5049.2621 4943.8935 5023.9736 16508000
## 2014-06-27 5031.8262 5053.1656 5023.2904 5031.8262 6208000
## 2014-06-30 4997.6836 5044.6302 4997.6836 4997.6836 10203000
## 2014-07-01 5078.7720 5078.7720 4993.4145 5078.7720 3644000
## 2014-07-02 5176.9346 5176.9346 5036.0946 5176.9346 3357500
## 2014-07-03 5155.5952 5206.8097 5112.9164 5155.5952 7896000
## 2014-07-04 5172.6655 5176.9334 5121.4510 5172.6655 5251000
## 2014-07-07 5275.0957 5279.3636 5172.6667 5275.0957 11751000
## 2014-07-08 5330.5776 5351.9170 5258.0237 5330.5776 15979000
## 2014-07-09 5330.5776 5330.5776 5330.5776 5330.5776 0
## 2014-07-10 5360.4526 5633.5967 5262.2915 5360.4526 35262500
## 2014-07-11 5189.7373 5326.3093 5138.5228 5189.7373 14766000
## 2014-07-14 5189.7373 5215.3446 5121.4513 5189.7373 5364500
## 2014-07-15 5356.1836 5360.4515 5215.3437 5356.1836 10220000
## 2014-07-16 5334.8457 5394.5960 5279.3633 5334.8457 11136500
## 2014-07-17 5275.0957 5356.1854 5155.5952 5275.0957 14736000
## 2014-07-18 5279.3633 5322.0420 5189.7379 5279.3633 6690500
## 2014-07-21 5309.2373 5347.6482 5287.8979 5309.2373 10001500
## 2014-07-22 5326.3101 5356.1852 5245.2204 5326.3101 10057000
## 2014-07-23 5330.5776 5373.2564 5326.3098 5330.5776 6232000
## 2014-07-24 5317.7734 5364.7201 5309.2377 5317.7734 4589500
## 2014-07-25 5249.4868 5343.3801 5228.1474 5249.4868 11312500
## 2014-08-04 5373.2559 5373.2559 5036.0937 5373.2559 10228500
## 2014-08-05 5275.0957 5368.9890 5253.7563 5275.0957 6839000
## 2014-08-06 5249.4868 5283.6298 5211.0759 5249.4868 5213500
## 2014-08-07 5253.7549 5292.1658 5206.8083 5253.7549 6530500
## 2014-08-08 5206.8086 5292.1661 5206.8086 5206.8086 2459500
## 2014-08-11 5334.8457 5334.8457 5270.8276 5334.8457 3602000
## 2014-08-12 5351.9175 5360.4532 5313.5066 5351.9175 4177000
## 2014-08-13 5462.8809 5462.8809 5334.8446 5462.8809 8259000
## 2014-08-14 5458.6138 5462.8816 5343.3811 5458.6138 7801500
## 2014-08-15 5445.8105 5462.8821 5424.4712 5445.8105 1131000
## 2014-08-18 5377.5229 5462.8805 5373.2551 5377.5229 2859500
## 2014-08-19 5368.9883 5424.4707 5351.9168 5368.9883 5968500
## 2014-08-20 5445.8105 5454.3463 5373.2566 5445.8105 2394000
## 2014-08-21 5445.8105 5445.8105 5377.5245 5445.8105 2590500
## 2014-08-22 5394.5967 5462.8827 5377.5252 5394.5967 7270000
## 2014-08-25 5377.5229 5437.2732 5377.5229 5377.5229 2970500
## 2014-08-26 5407.3989 5433.0062 5360.4523 5407.3989 8420500
## 2014-08-27 5454.3462 5454.3462 5347.6493 5454.3462 5323500
## 2014-08-28 5479.9526 5479.9526 5411.6666 5479.9526 6384500
## 2014-08-29 5296.4341 5475.6849 5296.4341 5296.4341 8903500
## 2014-09-01 5462.8809 5462.8809 5368.9876 5462.8809 4193500
## 2014-09-02 5462.8809 5479.9524 5458.6130 5462.8809 2877000
## 2014-09-03 5462.8809 5471.4166 5394.5948 5462.8809 2102000
## 2014-09-04 5407.3989 5471.4171 5368.9880 5407.3989 5726500
## 2014-09-05 5433.0063 5450.0779 5373.2561 5433.0063 5397000
## 2014-09-08 5437.2744 5458.6138 5415.9350 5437.2744 4074500
## 2014-09-09 5343.3809 5454.3456 5322.0415 5343.3809 5552500
## 2014-09-10 5317.7734 5343.3807 5309.2377 5317.7734 3408500
## 2014-09-11 5322.0415 5428.7384 5309.2379 5322.0415 5412000
## 2014-09-12 5343.3809 5394.5954 5313.5057 5343.3809 5078000
## 2014-09-15 5347.6494 5377.5246 5317.7743 5347.6494 2954000
## 2014-09-16 5394.5967 5411.6682 5309.2391 5394.5967 7236500
## 2014-09-17 5445.8105 5445.8105 5420.2033 5445.8105 4624000
## 2014-09-18 5458.6138 5458.6138 5411.6671 5458.6138 2805000
## 2014-09-19 5420.2026 5458.6135 5381.7918 5420.2026 9786500
## 2014-09-22 5458.6138 5458.6138 5394.5956 5458.6138 3984500
## 2014-09-23 5377.5229 5420.2017 5377.5229 5377.5229 5419500
## 2014-09-24 5347.6494 5445.8106 5347.6494 5347.6494 2992500
## 2014-09-25 5343.3809 5437.2741 5343.3809 5343.3809 3275500
## 2014-09-26 5428.7378 5428.7378 5296.4336 5428.7378 4100500
## 2014-09-29 5462.8809 5462.8809 5343.3803 5462.8809 5803500
## 2014-09-30 5428.7378 5462.8808 5377.5233 5428.7378 7498000
## 2014-10-01 5428.7378 5454.3450 5390.3269 5428.7378 4520000
## 2014-10-02 5403.1318 5445.8106 5364.7209 5403.1318 5440000
## 2014-10-03 5253.7549 5428.7378 5253.7549 5253.7549 5775500
## 2014-10-06 5249.4868 5339.1122 5240.9511 5249.4868 4035000
## 2014-10-07 5232.4165 5292.1668 5206.8092 5232.4165 8584500
## 2014-10-08 5219.6133 5287.8993 5206.8097 5219.6133 8111500
## 2014-10-09 5240.9521 5326.3097 5240.9521 5240.9521 2538000
## 2014-10-10 5258.0229 5296.4338 5206.8084 5258.0229 2720000
## 2014-10-13 5206.8086 5253.7552 5206.8086 5206.8086 3573000
## 2014-10-14 5279.3633 5317.7742 5206.8094 5279.3633 6995000
## 2014-10-15 5309.2373 5347.6482 5279.3622 5309.2373 5868500
## 2014-10-16 5279.3633 5368.9887 5245.2203 5279.3633 4644000
## 2014-10-17 5454.3462 5462.8819 5258.0239 5454.3462 12403000
## 2014-10-20 5322.0415 5497.0244 5322.0415 5322.0415 10222500
## 2014-10-21 5398.8638 5462.8819 5364.7208 5398.8638 6021000
## 2014-10-22 5467.1494 5471.4173 5428.7385 5467.1494 7192000
## 2014-10-23 5326.3101 5497.0251 5322.0422 5326.3101 21049000
## 2014-10-24 5223.8804 5296.4343 5164.1301 5223.8804 18269500
## 2014-10-27 5129.9868 5236.6837 5129.9868 5129.9868 11940500
## 2014-10-28 5100.1118 5168.3978 5057.4331 5100.1118 11860500
## 2014-10-29 5309.2373 5309.2373 5112.9150 5309.2373 10107000
## 2014-10-30 5198.2729 5266.5590 5164.1299 5198.2729 10366500
## 2014-10-31 5189.7373 5223.8803 5117.1834 5189.7373 13573500
## 2014-11-03 5198.2729 5223.8802 5147.0584 5198.2729 10195000
## 2014-11-04 5185.4692 5198.2729 5168.3977 5185.4692 4815000
## 2014-11-05 5176.9346 5189.7382 5164.1309 5176.9346 6259000
## 2014-11-06 5138.5229 5194.0053 5138.5229 5138.5229 6373000
## 2014-11-07 5087.3081 5155.5941 5087.3081 5087.3081 8196000
## 2014-11-10 5108.6479 5168.3982 5070.2371 5108.6479 5850500
## 2014-11-11 5211.0767 5223.8803 5117.1834 5211.0767 6663500
## 2014-11-12 5215.3447 5232.4162 5172.6660 5215.3447 3480000
## 2014-11-13 5232.4165 5232.4165 5172.6662 5232.4165 3355500
## 2014-11-14 5198.2729 5262.2911 5172.6657 5198.2729 5726500
## 2014-11-17 5198.2726 5356.1840 5189.7369 5300.7017 8667000
## 2014-11-18 5394.5967 5398.8646 5300.7034 5394.5967 6681000
## 2014-11-19 5309.2373 5424.4699 5296.4337 5309.2373 5876500
## 2014-11-20 5360.4526 5360.4526 5258.0236 5360.4526 6944000
## 2014-11-21 5368.9883 5368.9883 5296.4344 5368.9883 4220500
## 2014-11-24 5377.5229 5377.5229 5309.2369 5377.5229 5295500
## 2014-11-25 5411.6665 5411.6665 5313.5054 5411.6665 11673500
## 2014-11-26 5394.5967 5411.6682 5313.5070 5394.5967 5185500
## 2014-11-27 5462.8809 5462.8809 5343.3803 5462.8809 7736500
## 2014-11-28 5428.7378 5462.8808 5403.1305 5428.7378 3067500
## 2014-12-01 5428.7375 5428.7375 5343.3800 5356.1836 9168500
## 2014-12-02 5343.3821 5428.7397 5326.3106 5339.1143 24952500
## 2014-12-03 5384.1545 5418.6683 5353.9549 5397.0972 5042000
## 2014-12-04 5401.4102 5539.4654 5397.0960 5448.8667 11227500
## 2014-12-05 5418.6671 5504.9516 5418.6671 5466.1235 2669500
## 2014-12-08 5470.4379 5470.4379 5358.2680 5375.5249 6200500
## 2014-12-09 5349.6394 5379.8390 5345.3252 5353.9536 8040000
## 2014-12-10 5353.9533 5371.2102 5349.6391 5366.8960 4364000
## 2014-12-11 5362.5829 5362.5829 5332.3833 5332.3833 12949000
## 2014-12-12 5332.3825 5358.2679 5332.3825 5345.3252 5052000
## 2014-12-15 5271.9837 5392.7820 5267.6695 5388.4678 5897500
## 2014-12-16 5353.9547 5397.0970 5280.6129 5384.1543 9154000
## 2014-12-17 5397.0963 5435.9244 5297.8691 5297.8691 7635500
## 2014-12-18 5366.8961 5470.4375 5336.6965 5470.4375 6115000
## 2014-12-19 5479.0658 5522.2080 5440.2377 5522.2080 9887500
## 2014-12-22 5522.2078 5522.2078 5435.9233 5435.9233 3543500
## 2014-12-23 5474.7514 5487.6940 5435.9233 5435.9233 3349500
## 2014-12-24 5444.5525 5509.2659 5435.9241 5440.2383 1758000
## 2014-12-29 5504.9521 5513.5806 5461.8099 5513.5806 2968000
## 2014-12-30 5474.7513 5573.9785 5470.4371 5573.9785 9054500
## 2015-01-02 5573.9796 5630.0645 5569.6654 5612.8076 3834500
## 2015-01-05 5604.1792 5612.8077 5569.6654 5604.1792 8807000
## 2015-01-06 5573.9796 5608.4934 5548.0943 5604.1792 7003500
## 2015-01-07 5608.4935 5815.5763 5608.4935 5716.3491 14507000
## 2015-01-08 5712.0342 5772.4334 5712.0342 5759.4907 13274500
## 2015-01-09 5712.0353 5772.4345 5690.4642 5733.6064 10390000
## 2015-01-12 5673.2063 5677.5205 5539.4653 5539.4653 6130500
## 2015-01-13 5625.7493 5712.0338 5604.1781 5694.7769 5970500
## 2015-01-14 5733.6056 5737.9198 5634.3784 5634.3784 4891000
## 2015-01-15 5647.3208 5694.7773 5634.3781 5647.3208 1630000
## 2015-01-16 5690.4628 5867.3460 5634.3779 5781.0615 4857000
## 2015-01-19 5781.0622 5867.3467 5763.8053 5867.3467 5275500
## 2015-01-20 5811.2611 5901.8599 5811.2611 5901.8599 12651500
## 2015-01-21 5901.8607 6203.8564 5901.8607 6203.8564 14445000
## 2015-01-22 6039.9155 6212.4845 6039.9155 6177.9707 6515500
## 2015-01-23 6221.1127 6259.9407 6177.9704 6246.9980 11648500
## 2015-01-26 6229.7416 6229.7416 5888.9178 6126.2002 17868500
## 2015-01-27 6126.2004 6147.7716 6009.7163 6130.5146 5894500
## 2015-01-28 6126.2002 6160.7140 6078.7437 6126.2002 5197500
## 2015-01-29 6143.4574 6152.0859 6061.4871 6104.6294 5218500
## 2015-01-30 6143.4576 6195.2283 6126.2007 6182.2856 9832000
## 2015-02-02 6212.4850 6328.9691 6169.3427 6242.6846 7491500
## 2015-02-03 6229.7422 6298.7699 6229.7422 6277.1987 2952500
## 2015-02-04 6272.8842 6298.7696 6268.5700 6281.5127 8229500
## 2015-02-05 6212.4844 6212.4844 6014.0300 6083.0576 14658000
## 2015-02-06 6039.9154 6385.0535 6039.9154 6324.6543 11806000
## 2015-02-09 6367.7967 6367.7967 6212.4845 6234.0557 3611500
## 2015-02-10 6234.0558 6328.9688 6126.2002 6126.2002 8954500
## 2015-02-11 6212.4848 6212.4848 6139.1430 6156.3999 6351500
## 2015-02-12 6156.3999 6156.3999 6074.4296 6156.3999 4965500
## 2015-02-13 6177.9711 6281.5125 6108.9435 6268.5698 5548000
## 2015-02-16 6285.8268 6285.8268 6057.1729 6057.1729 5764000
## 2015-02-17 6143.4568 6195.2275 6100.3146 6195.2275 4037500
## 2015-02-18 6195.2278 6212.4847 6126.2002 6126.2002 5194500
## 2015-02-20 6126.2001 6177.9708 6091.6863 6096.0005 6567500
## 2015-02-23 6108.9434 6229.7417 6108.9434 6221.1133 6402000
## 2015-02-24 6212.4846 6221.1131 6160.7139 6216.7988 5669000
## 2015-02-25 6229.7420 6272.8843 6216.7993 6272.8843 6600000
## 2015-02-26 6238.3699 6324.6544 6165.0281 6298.7690 8736500
## 2015-02-27 6234.0565 6285.8272 6212.4854 6212.4854 9971000
## 2015-03-02 6212.4851 6298.7696 6169.3428 6281.5127 6018500
## 2015-03-03 6255.6273 6324.6549 6225.4277 6225.4277 9230000
## 2015-03-04 6246.9981 6272.8835 6221.1128 6229.7412 3130000
## 2015-03-05 6255.6279 6337.5982 6229.7426 6255.6279 5711000
## 2015-03-06 6298.7701 6523.1099 6272.8847 6523.1099 12435000
## 2015-03-09 6471.3394 6471.3394 6393.6833 6471.3394 10916500
## 2015-03-10 6436.8253 6523.1099 6303.0843 6523.1099 11208000
## 2015-03-11 6471.3390 6687.0503 6402.3114 6687.0503 17267000
## 2015-03-12 6687.0493 6872.5610 6643.9071 6872.5610 11804000
## 2015-03-13 6868.2473 6924.3322 6816.4766 6881.1899 7656500
## 2015-03-16 6881.1901 6881.1901 6816.4768 6829.4194 7660000
## 2015-03-17 6829.4186 6876.8751 6708.6203 6730.1914 6808500
## 2015-03-18 6721.5645 6721.5645 6471.3394 6471.3394 10806000
## 2015-03-19 6557.6233 6643.9079 6557.6233 6609.3940 7586000
## 2015-03-20 6609.3940 6639.5936 6570.5660 6609.3940 10655500
## 2015-03-23 6613.7078 6695.6781 6613.7078 6665.4785 4662500
## 2015-03-24 6669.7923 6730.1915 6665.4781 6712.9346 10474000
## 2015-03-25 6687.0505 6712.9358 6678.4220 6699.9932 10222500
## 2015-03-26 6687.0495 6743.1344 6643.9072 6643.9072 7382500
## 2015-03-27 6678.4216 6799.2199 6678.4216 6747.4492 8610000
## 2015-03-30 6799.2191 6885.5036 6799.2191 6842.3613 7540000
## 2015-03-31 6989.0450 6989.0450 6842.3613 6842.3613 18220500
## 2015-04-01 6764.7064 6833.7340 6725.8784 6734.5068 8069500
## 2015-04-02 6825.1048 6825.1048 6725.8776 6738.8203 7393000
## 2015-04-06 6743.1353 6829.4199 6743.1353 6781.9634 1876000
## 2015-04-07 6781.9626 6885.5040 6781.9626 6868.2471 7161000
## 2015-04-08 6872.5610 6881.1895 6674.1067 6678.4209 14001500
## 2015-04-09 6687.0494 6790.5908 6687.0494 6790.5908 7920000
## 2015-04-10 6816.4761 6816.4761 6781.9623 6799.2192 5671000
## 2015-04-13 6863.9331 6863.9331 6730.1921 6863.9331 6549500
## 2015-04-14 6863.9336 6863.9336 6643.9080 6687.0503 11763500
## 2015-04-15 6764.7057 6764.7057 6609.3936 6665.4785 8007500
## 2015-04-16 6665.4786 6717.2493 6501.5380 6574.8799 15871000
## 2015-04-17 6600.7655 6669.7931 6579.1943 6579.1943 5969000
## 2015-04-20 6626.6499 6665.4779 6605.0788 6626.6499 6129500
## 2015-04-21 6678.4215 6902.7612 6674.1073 6902.7612 12077000
## 2015-04-22 6902.7605 7088.2722 6764.7053 6963.1597 17378000
## 2015-04-23 6993.3593 7334.1831 6980.4166 7204.7563 14634000
## 2015-04-24 7420.4678 7493.8096 7334.1833 7420.4678 10015000
## 2015-04-27 6954.5313 7420.4676 6954.5313 7260.8413 10850000
## 2015-04-28 7260.8419 7679.3218 7114.1582 7679.3218 10102000
## 2015-04-29 7679.3213 7679.3213 6833.7331 7291.0410 24537000
## 2015-04-30 7161.6140 7610.2935 6989.0450 7351.4399 21140500
## 2015-05-04 7351.4402 7610.2937 7351.4402 7420.4678 6918500
## 2015-05-05 7437.7251 7644.8079 7437.7251 7623.2368 10615000
## 2015-05-06 7472.2392 7938.1756 7472.2392 7795.8062 13108000
## 2015-05-07 7795.8056 7851.8906 7489.4956 7489.4956 8848000
## 2015-05-08 7679.3221 7731.0928 7593.0376 7593.0376 8868500
## 2015-05-11 7610.2942 7670.6934 7519.6955 7532.6382 2693000
## 2015-05-12 7575.7802 7575.7802 7334.1836 7334.1836 8701000
## 2015-05-13 7506.7523 7506.7523 7299.6694 7299.6694 7739000
## 2015-05-15 7273.7852 7549.8957 7273.7852 7506.7534 7701500
## 2015-05-18 7515.3807 7571.4656 7446.3531 7567.1514 3913000
## 2015-05-19 7558.5229 7584.4083 7446.3531 7567.1514 8995000
## 2015-05-20 7567.1527 7567.1527 7480.8682 7480.8682 5985500
## 2015-05-21 7493.8102 7554.2094 7373.0119 7394.5830 6452500
## 2015-05-22 7506.7530 7575.7806 7420.4685 7554.2095 9487500
## 2015-05-25 7554.2093 7687.9503 7554.2093 7662.0649 6949000
## 2015-05-26 7636.1790 7938.1747 7614.6078 7890.7183 14613500
## 2015-05-27 7890.7188 7899.3473 7653.4364 7679.3218 7873500
## 2015-05-28 7756.9780 7787.1776 7692.2646 7756.9780 20237000
## 2015-05-29 7722.4644 7834.6342 7472.2393 7472.2393 20783000
## 2015-06-01 7506.7526 7541.2664 7420.4681 7454.9819 5113500
## 2015-06-03 7472.2391 7536.9524 7334.1838 7524.0098 9397500
## 2015-06-04 7446.3539 7519.6957 7360.0693 7360.0693 12987500
## 2015-06-05 7334.1848 7351.4417 7247.9003 7273.7856 8897000
## 2015-06-08 7265.1561 7273.7846 7058.0733 7170.2432 12999000
## 2015-06-09 7170.2429 7170.2429 6816.4764 6850.9902 16853500
## 2015-06-10 6850.9906 7174.5575 6850.9906 7135.7295 10440000
## 2015-06-11 7161.6143 7239.2704 6971.7884 7014.9307 11600000
## 2015-06-12 7040.8159 7196.1280 7040.8159 7114.1577 3736000
## 2015-06-15 7058.0736 7101.2159 6954.5322 6954.5322 6086500
## 2015-06-16 6974.7583 7101.1758 6974.7583 6974.7583 5281000
## 2015-06-17 7044.5061 7179.6420 7044.5061 7136.0498 6588500
## 2015-06-18 7136.0499 7249.3897 7136.0499 7236.3120 7345000
## 2015-06-19 7236.3112 7323.4957 7227.5928 7227.5928 8467500
## 2015-06-22 7271.1856 7271.1856 7153.4866 7245.0303 4279000
## 2015-06-23 7245.0303 7345.2924 7061.9429 7061.9429 6304000
## 2015-06-24 7197.0789 7218.8750 7184.0012 7218.8750 7533000
## 2015-06-25 7218.8746 7231.9523 7109.8940 7109.8940 7230000
## 2015-06-26 7114.2535 7166.5642 6852.7000 6974.7583 15006500
## 2015-06-29 6974.7575 6974.7575 6852.6992 6909.3691 9733000
## 2015-06-30 6909.3698 7144.7679 6887.5737 6887.5737 13723000
## 2015-07-01 6957.3214 7053.2243 6939.8845 6974.7583 5175500
## 2015-07-02 6983.4768 7144.7680 6983.4768 7031.4282 7185000
## 2015-07-03 7031.4287 7214.5161 7027.0695 7214.5161 4066500
## 2015-07-06 7122.9720 7201.4380 7061.9429 7061.9429 3331500
## 2015-07-07 7079.3792 7109.8938 6948.6025 7018.3501 8578000
## 2015-07-08 7184.0014 7184.0014 6992.1955 7096.8169 8112500
## 2015-07-09 7031.4283 7048.8652 6952.9623 6992.1953 9827000
## 2015-07-10 7061.9430 7061.9430 6996.5547 7009.6323 6129000
## 2015-07-13 6974.7585 7149.1274 6974.7585 7035.7876 5020000
## 2015-07-14 7053.2243 7088.0981 6961.6806 6974.7583 6465500
## 2015-07-15 6992.1951 7040.1466 6974.7582 7013.9912 7394500
## 2015-07-22 7027.0686 7040.1463 6957.3211 6979.1172 10700500
## 2015-07-23 6992.1956 7000.9141 6970.3995 7000.9141 13404500
## 2015-07-24 7000.9140 7040.1470 6952.9625 6970.3994 7339000
## 2015-07-27 6948.6039 6974.7592 6913.7301 6931.1670 8667500
## 2015-07-28 6939.8845 6992.1952 6887.5738 6974.7583 6133000
## 2015-07-29 6974.7584 6979.1177 6896.2924 6922.4478 6511500
## 2015-07-30 6922.4478 6922.4478 6643.4575 6713.2051 12821000
## 2015-07-31 6748.0787 6983.4767 6721.9233 6974.7583 10417000
## 2015-08-03 6843.9811 6843.9811 6752.4374 6778.5928 11023500
## 2015-08-04 6756.7974 6774.2343 6713.2052 6730.6421 7661500
## 2015-08-05 6730.6413 6835.2627 6721.9229 6835.2627 7130500
## 2015-08-06 6835.2630 6857.0592 6704.4863 6704.4863 8788000
## 2015-08-07 6752.4378 6787.3116 6669.6126 6748.0786 4310000
## 2015-08-10 6748.0786 6748.0786 6586.7873 6704.4863 4051000
## 2015-08-11 6713.2048 6730.6417 6456.0106 6495.2437 8320000
## 2015-08-12 6451.6511 6451.6511 6194.4569 6233.6899 10857000
## 2015-08-13 6303.4383 6748.0792 6277.2830 6469.0889 8958000
## 2015-08-14 6477.8070 6525.7584 6399.3409 6416.7778 5536500
## 2015-08-18 6399.3413 6416.7782 6242.4093 6386.2637 9731000
## 2015-08-19 6312.1561 6381.9036 6246.7677 6264.2046 5452000
## 2015-08-20 6268.5644 6277.2828 6207.5352 6238.0498 10842500
## 2015-08-21 6216.2531 6438.5735 6155.2240 6207.5347 8404000
## 2015-08-24 6102.9139 6102.9139 5754.1760 5928.5449 18657500
## 2015-08-25 5928.5451 6521.3996 5863.1567 6469.0889 11792500
## 2015-08-26 6320.8755 6451.6522 6233.6910 6320.8755 12651500
## 2015-08-27 6381.9041 6852.7003 6381.9041 6756.7974 13218000
## 2015-08-28 6800.3885 6922.4467 6626.0195 6626.0195 7212500
## 2015-08-31 6800.3896 7044.5062 6756.7974 6926.8071 14733000
## 2015-09-01 6883.2149 6883.2149 6691.4091 6787.3120 6230500
## 2015-09-02 6582.4284 6778.5934 6582.4284 6713.2051 9391500
## 2015-09-03 6756.7972 6800.3894 6656.5350 6708.8457 4799000
## 2015-09-04 6708.8452 6796.0296 6708.8452 6791.6704 6038500
## 2015-09-07 6765.5151 6817.8258 6538.8355 6652.1753 4905000
## 2015-09-08 6691.4083 6695.7675 6521.3986 6582.4277 7093000
## 2015-09-09 6626.0195 6682.6894 6564.9904 6626.0195 5184000
## 2015-09-10 6617.3015 6678.3307 6538.8355 6582.4277 4136500
## 2015-09-11 6678.3313 6791.6712 6626.0206 6756.7974 6708000
## 2015-09-14 6782.9520 7018.3501 6782.9520 7018.3501 6971500
## 2015-09-15 7018.3498 7018.3498 6700.1265 6800.3887 13742000
## 2015-09-16 6813.4673 6830.9042 6700.1274 6700.1274 7471000
## 2015-09-17 6796.0305 6874.4966 6791.6713 6817.8267 6924000
## 2015-09-18 6826.5451 6896.2927 6678.3315 6817.8267 10875500
## 2015-09-21 6748.0780 6800.3887 6721.9226 6800.3887 2567000
## 2015-09-22 6756.7970 6800.3893 6621.6611 6634.7388 7980000
## 2015-09-23 6591.1467 6591.1467 6442.9331 6442.9331 6243000
## 2015-09-25 6425.4969 6442.9338 6229.3318 6320.8755 8173500
## 2015-09-28 6320.8751 6364.4673 6194.4576 6294.7197 4024500
## 2015-09-29 6233.6894 6652.1749 6163.9419 6626.0195 10462500
## 2015-09-30 6626.0195 6704.4856 6538.8351 6626.0195 12639000
## 2015-10-01 6626.0205 6835.2632 6626.0205 6765.5156 6747000
## 2015-10-02 6765.5159 6782.9528 6591.1470 6591.1470 6116500
## 2015-10-05 6678.3304 6865.7770 6678.3304 6800.3887 7939500
## 2015-10-06 6887.5739 6896.2924 6708.8457 6878.8555 6803500
## 2015-10-07 6878.8547 6913.7285 6717.5634 6800.3887 11967000
## 2015-10-08 6800.3893 6909.3698 6800.3893 6887.5737 4815000
## 2015-10-09 6966.0395 6974.7579 6730.6414 6809.1074 7929000
## 2015-10-12 6809.1086 6887.5746 6809.1086 6870.1377 7971000
## 2015-10-13 6809.1081 6839.6227 6713.2052 6730.6421 8966500
## 2015-10-15 6717.5632 6857.0584 6626.0195 6626.0195 6535000
## 2015-10-16 6678.3311 6713.2049 6473.4475 6551.9136 12202000
## 2015-10-19 6573.7093 6713.2045 6573.7093 6682.6899 6589000
## 2015-10-20 6687.0496 6782.9526 6682.6904 6752.4380 9242500
## 2015-10-21 6748.0786 6787.3116 6687.0495 6748.0786 3650500
## 2015-10-22 6730.6419 6748.0788 6626.0206 6669.6128 4874000
## 2015-10-23 6835.2634 6835.2634 6695.7682 6700.1274 7230500
## 2015-10-26 6700.1264 6787.3108 6700.1264 6739.3594 6848000
## 2015-10-27 6739.3594 6765.5147 6673.9710 6739.3594 8163500
## 2015-10-28 6713.2047 6730.6416 6660.8940 6660.8940 6147000
## 2015-10-29 6687.0492 6687.0492 6477.8065 6486.5249 11532000
## 2015-10-30 6495.2446 6538.8368 6451.6523 6451.6523 12279500
## 2015-11-02 6451.6517 6477.8071 6364.4673 6434.2148 6002000
## 2015-11-03 6486.5254 6503.9623 6416.7778 6416.7778 5842500
## 2015-11-04 6469.0884 6486.5253 6421.1370 6456.0107 6703500
## 2015-11-05 6456.0097 6469.0874 6394.9806 6412.4175 5327000
## 2015-11-06 6399.3416 6477.8077 6399.3416 6451.6523 3842000
## 2015-11-09 6442.9336 6442.9336 6373.1860 6399.3413 4399000
## 2015-11-10 6368.8267 6399.3413 6172.6616 6172.6616 9504000
## 2015-11-11 6190.0981 6286.0011 6120.3506 6133.4282 12040000
## 2015-11-12 6137.7874 6224.9719 6033.1660 6033.1660 4788500
## 2015-11-13 6033.1656 6399.3404 6015.7287 6329.5928 9846500
## 2015-11-16 6277.2821 6416.7772 6181.3792 6329.5928 6182500
## 2015-11-17 6381.9039 6425.4962 6342.6709 6342.6709 3366000
## 2015-11-18 6325.2339 6381.9038 6294.7194 6368.8262 2994000
## 2015-11-19 6381.9044 6456.0112 6381.9044 6399.3413 6372500
## 2015-11-20 6399.3407 6495.2437 6390.6223 6495.2437 4765000
## 2015-11-23 6495.2440 6573.7100 6477.8071 6547.5547 4032000
## 2015-11-24 6547.5538 6556.2723 6390.6218 6438.5732 4385500
## 2015-11-25 6438.5741 6595.5062 6438.5741 6591.1470 8940500
## 2015-11-26 6591.1458 6660.8934 6456.0099 6460.3691 6354500
## 2015-11-27 6460.3701 6713.2051 6390.6225 6713.2051 4503500
## 2015-11-30 6599.8644 6626.0198 6408.0586 6408.0586 25712500
## 2015-12-01 6564.9912 6595.5057 6416.7776 6521.3989 9417000
## 2015-12-02 6511.1923 6612.3797 6445.2004 6471.5972 7531000
## 2015-12-03 6423.2027 6493.5940 6423.2027 6467.1973 4392500
## 2015-12-04 6432.0021 6489.1950 6339.6135 6366.0103 8980500
## 2015-12-07 6344.0122 6453.9985 6264.8220 6291.2188 9785500
## 2015-12-08 6220.8280 6234.0264 6163.6351 6176.8335 13682500
## 2015-12-09 6176.8335 6176.8335 6176.8335 6176.8335 0
## 2015-12-10 6176.8335 6238.4259 6176.8335 6225.2275 8466000
## 2015-12-11 6225.2272 6229.6266 6071.2463 6102.0425 9778500
## 2015-12-14 6300.0181 6300.0181 6009.6542 6185.6323 7169000
## 2015-12-15 6159.2361 6185.6329 6075.6465 6181.2334 9393000
## 2015-12-16 6269.2221 6278.0210 6181.2330 6220.8281 7130000
## 2015-12-17 6335.2142 6511.1924 6247.2251 6511.1924 16469500
## 2015-12-18 6352.8129 6423.2041 6300.0194 6313.2178 10336000
## 2015-12-21 6313.2167 6317.6162 6220.8282 6264.8228 5917000
## 2015-12-22 6247.2242 6506.7920 6247.2242 6506.7920 7872000
## 2015-12-23 6506.7925 6506.7925 6379.2083 6449.5996 6015500
## 2015-12-28 6449.6000 6524.3907 6401.2060 6515.5918 8880500
## 2015-12-29 6546.3876 6555.1865 6511.1920 6555.1865 5423000
## 2015-12-30 6563.9858 6621.1787 6511.1924 6511.1924 12158500
## 2016-01-04 6511.1920 6519.9909 6335.2139 6335.2139 5584000
## 2016-01-05 6335.2139 6506.7926 6238.4259 6278.0210 18582000
## 2016-01-06 6300.0184 6599.1813 6300.0184 6585.9829 13093500
## 2016-01-07 6497.9937 6497.9937 6335.2139 6335.2139 11182000
## 2016-01-08 6335.2141 6396.8064 6291.2195 6366.0103 16303000
## 2016-01-11 6317.6157 6322.0151 6212.0288 6216.4282 9703000
## 2016-01-12 6229.6268 6379.2082 6229.6268 6352.8115 5958000
## 2016-01-13 6361.6104 6418.8033 6326.4148 6352.8115 8608000
## 2016-01-14 6313.2165 6379.2084 6260.4231 6286.8198 11370000
## 2016-01-15 6295.6188 6370.4095 6295.6188 6335.2139 5875000
## 2016-01-18 6247.2244 6352.8113 6247.2244 6273.6211 4783000
## 2016-01-19 6330.8146 6370.4097 6264.8228 6317.6162 3414000
## 2016-01-20 6282.4206 6379.2086 6264.8228 6264.8228 12589000
## 2016-01-21 6313.2164 6370.4093 6264.8224 6300.0181 7793500
## 2016-01-22 6370.4097 6370.4097 6225.2277 6264.8228 17357000
## 2016-01-25 6326.4156 6370.4101 6269.2227 6269.2227 8456500
## 2016-01-26 6300.0183 6361.6106 6264.8226 6330.8145 8518500
## 2016-01-27 6335.2142 6563.9858 6304.4180 6563.9858 13098500
## 2016-01-28 6563.9854 6568.3849 6427.6024 6555.1865 7067000
## 2016-01-29 6537.5891 6537.5891 6352.8120 6458.3989 24627500
## 2016-02-01 6458.3988 6475.9966 6344.0130 6475.9966 10094000
## 2016-02-02 6458.3991 6634.3773 6427.6030 6594.7822 15946000
## 2016-02-03 6563.9857 6863.1486 6511.1922 6797.1567 26512500
## 2016-02-04 6797.1566 7030.3276 6797.1566 7030.3276 18968000
## 2016-02-05 7030.3276 7320.6915 7021.5287 7144.7134 20326000
## 2016-02-09 7144.7130 7215.1042 6973.1343 7188.7075 4271000
## 2016-02-10 7215.1042 7228.3026 7122.7157 7188.7075 6548500
## 2016-02-11 7197.5073 7311.8931 7127.1160 7311.8931 11071500
## 2016-02-12 7127.1157 7320.6917 7127.1157 7232.7026 7966000
## 2016-02-15 7333.8893 7333.8893 7298.6937 7316.2915 5221500
## 2016-02-16 7303.0941 7307.4935 7135.9148 7215.1050 6639000
## 2016-02-17 7215.1049 7316.2924 7215.1049 7276.6973 8272500
## 2016-02-18 7320.6913 7369.0853 7171.1099 7333.8896 12224000
## 2016-02-19 7333.8904 7527.4663 7307.4936 7523.0669 20412500
## 2016-02-22 7523.0669 7707.8439 7435.0778 7633.0532 8467500
## 2016-02-23 7699.0446 7760.6369 7188.7079 7470.2729 15180000
## 2016-02-24 7461.4743 7461.4743 7250.3005 7391.0830 7837000
## 2016-02-25 7470.2745 7602.2581 7435.0788 7518.6685 6880500
## 2016-02-26 7725.4409 7725.4409 7514.2671 7725.4409 6003000
## 2016-02-29 7734.2403 8125.7917 7655.0501 7835.4277 21370000
## 2016-03-01 7835.4288 8059.8009 7835.4288 7989.4097 6339000
## 2016-03-02 7919.0161 8411.7549 7919.0161 8411.7549 16081000
## 2016-03-03 8411.7566 8411.7566 8094.9959 8169.7866 14162000
## 2016-03-04 8253.3758 8358.9627 7747.4386 7954.2129 15890500
## 2016-03-07 8051.0016 8068.5994 7760.6376 7769.4365 8694500
## 2016-03-08 7769.4376 7822.2310 7479.0736 7655.0518 19578000
## 2016-03-10 7633.0533 7655.0505 7386.6838 7523.0669 21720500
## 2016-03-11 7523.0669 7523.0669 7523.0669 7523.0669 0
## 2016-03-14 7523.0669 7523.0669 7523.0669 7523.0669 0
## 2016-03-15 7787.0345 7822.2301 7712.2438 7751.8389 12480500
## 2016-03-16 7655.0509 7760.6378 7655.0509 7751.8389 6764000
## 2016-03-17 7769.4365 7787.0343 7611.0561 7721.0425 10055000
## 2016-03-18 7655.0498 7822.2290 7655.0498 7822.2290 18301500
## 2016-03-21 7743.0400 7875.0237 7685.8471 7743.0400 10286000
## 2016-03-22 7672.6486 7738.6404 7580.2600 7659.4502 9172500
## 2016-03-23 7619.8540 7624.2534 7479.0715 7567.0605 15348500
## 2016-03-24 7479.0712 7536.2641 7461.4734 7483.4707 7908000
## 2016-03-28 7483.4715 7483.4715 7391.0830 7391.0830 7204500
## 2016-03-29 7395.4814 7562.6606 7395.4814 7562.6606 15946000
## 2016-03-30 7558.2612 7606.6552 7479.0710 7562.6606 15615000
## 2016-03-31 7628.6530 7628.6530 7492.2700 7553.8623 16015500
## 2016-04-01 7567.0622 7602.2579 7518.6682 7597.8584 6199000
## 2016-04-04 7628.6550 7707.8452 7602.2583 7655.0518 7673000
## 2016-04-05 7659.4500 7694.6457 7624.2544 7624.2544 4183000
## 2016-04-06 7571.4621 7655.0518 7567.0627 7655.0518 4960000
## 2016-04-07 7707.8438 7707.8438 7575.8602 7593.4580 9657500
## 2016-04-08 7514.2671 7633.0524 7487.8704 7567.0605 7306000
## 2016-04-11 7567.0605 7567.0605 7567.0605 7567.0605 0
## 2016-04-12 7474.6734 7743.0401 7426.2794 7734.2412 7529500
## 2016-04-13 7734.2412 7734.2412 7734.2412 7734.2412 0
## 2016-04-14 7734.2412 7734.2412 7734.2412 7734.2412 0
## 2016-04-15 7734.2412 7734.2412 7734.2412 7734.2412 0
## 2016-04-18 7734.2412 7734.2412 7734.2412 7734.2412 0
## 2016-04-19 7734.2412 7734.2412 7734.2412 7734.2412 0
## 2016-04-20 8002.6062 8094.9948 7875.0221 7971.8101 17595000
## 2016-04-21 7971.8120 8292.9722 7941.0158 8182.9858 18637500
## 2016-04-22 8182.9836 8323.7661 8011.4049 8270.9727 12065000
## 2016-04-25 8174.1868 8174.1868 7795.8337 7879.4233 16051000
## 2016-04-26 7879.4218 7879.4218 7681.4464 7725.4409 9673000
## 2016-04-27 7707.8442 7769.4365 7619.8551 7769.4365 8742500
## 2016-04-28 7769.4356 7773.8351 7536.2646 7650.6504 10670000
## 2016-04-29 7650.6514 7650.6514 7492.2710 7492.2710 8288000
## 2016-05-02 7496.6694 7611.0552 7452.6748 7611.0552 2878000
## 2016-05-03 7650.6514 7703.4448 7637.4530 7703.4448 6400000
## 2016-05-04 7707.8421 7945.4126 7628.6520 7945.4126 11939500
## 2016-05-09 7787.0343 7914.6184 7668.2490 7831.0288 7842500
## 2016-05-10 7822.2303 7831.0293 7624.2549 7729.8418 6520000
## 2016-05-11 7795.8320 7914.6173 7668.2479 7795.8320 2578000
## 2016-05-12 7795.8320 7883.8211 7760.6364 7795.8320 2241500
## 2016-05-13 7795.8328 7839.8274 7681.4470 7813.4307 5961500
## 2016-05-16 7778.2347 7778.2347 7567.0610 7575.8599 7075000
## 2016-05-17 7575.8603 7650.6510 7567.0614 7580.2598 5828500
## 2016-05-18 7580.2595 7672.6480 7514.2677 7558.2622 9183000
## 2016-05-19 7637.4526 7637.4526 7531.8657 7531.8657 6048000
## 2016-05-20 7531.8656 7531.8656 7483.4716 7487.8711 5186000
## 2016-05-23 7514.2667 7580.2585 7514.2667 7562.6606 4199500
## 2016-05-24 7567.0609 7575.8598 7479.0718 7479.0718 3680000
## 2016-05-25 7514.2679 7743.0395 7514.2679 7690.2461 6828000
## 2016-05-26 7655.0495 7685.8457 7571.4599 7685.8457 4131000
## 2016-05-27 7681.4477 7743.0400 7584.6597 7743.0400 5067000
## 2016-05-30 7672.6482 7725.4417 7672.6482 7694.6455 2926000
## 2016-05-31 7584.6597 7611.0564 7567.0618 7584.6597 19073500
## 2016-06-01 7584.6594 7663.8496 7584.6594 7663.8496 6947000
## 2016-06-02 7589.0579 7668.2481 7584.6585 7611.0552 4712000
## 2016-06-03 7611.0558 7646.2515 7575.8602 7593.4580 6151500
## 2016-06-06 7619.8542 7659.4492 7575.8596 7602.2563 8626000
## 2016-06-07 7597.8576 7681.4473 7593.4582 7681.4473 7981500
## 2016-06-08 7637.4510 7707.8423 7611.0543 7707.8423 8040000
## 2016-06-09 7659.4492 7672.6475 7597.8568 7611.0552 7892500
## 2016-06-10 7602.2562 7611.0551 7562.6611 7567.0605 5936000
## 2016-06-13 7531.8649 7611.0551 7531.8649 7567.0605 2644000
## 2016-06-14 7536.2665 7655.0518 7536.2665 7655.0518 4891000
## 2016-06-15 7633.0516 7707.8423 7597.8560 7707.8423 2966000
## 2016-06-16 7655.0502 7707.8436 7641.8518 7668.2485 5564500
## 2016-06-17 7659.4496 7672.6480 7597.8573 7668.2485 7614000
## 2016-06-20 7707.8441 7707.8441 7593.4583 7672.6484 4639000
## 2016-06-21 7672.6467 7734.2390 7655.0488 7707.8423 10688500
## 2016-06-22 7676.5692 7743.2061 7676.5692 7712.1089 6144000
## 2016-06-23 7712.1089 7720.9938 7627.7022 7712.1089 7215000
## 2016-06-24 7663.2430 7729.8799 7632.1458 7729.8799 7408000
## 2016-06-27 7729.8787 7729.8787 7627.7022 7654.3569 8444500
## 2016-06-28 7645.4719 7760.9758 7641.0294 7747.6484 11255000
## 2016-06-29 7738.7641 7996.4268 7729.8792 7996.4268 13183000
## 2016-06-30 7996.4260 8103.0451 7907.5769 8009.7534 15220500
## 2016-07-01 8014.1943 8040.8491 7783.1865 7783.1865 12282000
## 2016-07-11 7783.1887 7996.4268 7783.1887 7996.4268 16141000
## 2016-07-12 8067.5057 8085.2756 7796.5157 7876.4800 13055000
## 2016-07-13 7987.5405 7987.5405 7823.1696 7987.5405 8250000
## 2016-07-14 7978.6556 7978.6556 7849.8243 7872.0366 10689500
## 2016-07-15 7872.0380 7991.9844 7774.3039 7907.5776 11836500
## 2016-07-18 7903.1341 7903.1341 7765.4179 7800.9575 13814000
## 2016-07-19 7783.1889 7872.0381 7783.1889 7845.3833 10299500
## 2016-07-20 7845.3818 7903.1338 7800.9572 7903.1338 7664500
## 2016-07-21 7872.0373 7934.2317 7818.7278 7889.8071 13941500
## 2016-07-22 7854.2676 7867.5950 7752.0911 7823.1704 7795500
## 2016-07-25 7832.0538 7943.1152 7832.0538 7943.1152 7774500
## 2016-07-26 7934.2310 8009.7528 7907.5763 7987.5405 5872500
## 2016-07-27 8063.0636 8351.8235 8049.7363 8280.7441 17834000
## 2016-07-28 8280.7425 8493.9805 8178.5659 8493.9805 9102000
## 2016-07-29 8356.2648 8485.0961 8005.3105 8005.3105 13583500
## 2016-08-01 8165.2404 8209.6650 7960.8873 8014.1968 17706500
## 2016-08-02 8031.9667 8169.6829 8031.9667 8067.5063 8308500
## 2016-08-03 8147.4710 8160.7983 8040.8519 8076.3916 11236000
## 2016-08-04 8147.4717 8165.2415 8049.7376 8147.4717 7722500
## 2016-08-05 8147.4695 8160.7969 8054.1779 8103.0449 6957500
## 2016-08-08 8067.5061 8147.4704 7925.3474 7996.4268 13454500
## 2016-08-09 8036.4080 8138.5846 8023.0807 8103.0449 11927000
## 2016-08-10 8134.1427 8134.1427 7996.4265 8098.6030 9266000
## 2016-08-11 8094.1594 8342.9371 8027.5226 8165.2388 12626000
## 2016-08-12 8156.3556 8218.5500 8063.0640 8063.0640 8981000
## 2016-08-15 8067.5054 8103.0451 7934.2316 7952.0015 7805500
## 2016-08-16 7996.4252 8063.0621 7969.7705 8058.6196 6973000
## 2016-08-18 8054.1784 8120.8153 8009.7538 8098.6030 10972500
## 2016-08-19 8049.7354 8116.3723 8018.6382 8045.2930 7005000
## 2016-08-22 8014.1966 8098.6033 8000.8692 8054.1787 6477000
## 2016-08-23 8089.7164 8089.7164 8005.3097 8085.2739 9370500
## 2016-08-24 8085.2761 8085.2761 7991.9845 8014.1968 8098500
## 2016-08-25 8005.3090 8156.3525 8005.3090 8156.3525 14963500
## 2016-08-26 8156.3549 8245.2041 8143.0275 8245.2041 8949000
## 2016-08-29 8174.1257 8187.4531 8036.4095 8076.3916 9842000
## 2016-08-30 8076.3912 8089.7186 7987.5420 8014.1968 9209000
## 2016-08-31 8067.5056 8111.9302 8014.1961 8111.9302 14049500
## 2016-09-01 8014.1953 8058.6199 8014.1953 8040.8501 6490000
## 2016-09-02 8054.1782 8111.9302 8040.8508 8111.9302 5070000
## 2016-09-05 8111.9300 8120.8149 7965.3288 8009.7534 4300500
## 2016-09-06 8031.9650 8080.8321 7983.0980 8049.7349 6816500
## 2016-09-07 8067.5074 8174.1264 8018.6403 8147.4717 9569500
## 2016-09-08 8156.3540 8174.1238 8076.3897 8129.6992 7475500
## 2016-09-09 8067.5055 8067.5055 7925.3468 7947.5591 7666500
## 2016-09-13 7996.4261 8000.8685 7907.5769 7952.0015 6112500
## 2016-09-14 7907.5777 7907.5777 7818.7285 7845.3833 9137000
## 2016-09-15 7854.2654 7978.6543 7823.1682 7894.2476 12923500
## 2016-09-16 7987.5405 7991.9830 7836.4970 7872.0366 17367000
## 2016-09-19 7872.0370 7952.0012 7867.5945 7880.9219 5261000
## 2016-09-20 7907.5776 7938.6749 7885.3653 7907.5776 10874000
## 2016-09-21 7880.9205 7991.9819 7880.9205 7991.9819 7158000
## 2016-09-22 8049.7364 8049.7364 7872.0380 7960.8872 8543500
## 2016-09-23 8094.1611 8094.1611 7823.1711 8094.1611 13743000
## 2016-09-26 8014.1951 8018.6376 7907.5761 7969.7705 8890000
## 2016-09-27 7983.0991 8071.9482 7836.4979 8071.9482 9685500
## 2016-09-28 8071.9491 8147.4710 8018.6396 8076.3916 8513500
## 2016-09-29 8174.1235 8174.1235 8023.0799 8120.8140 6547500
## 2016-09-30 7996.4257 8076.3899 7889.8067 7916.4614 16182000
## 2016-10-03 7916.4614 8031.9653 7916.4614 8031.9653 7613500
## 2016-10-04 8031.9653 8054.1776 7943.1161 8005.3105 8721500
## 2016-10-05 7996.4273 7996.4273 7912.0206 7965.3301 6811500
## 2016-10-06 7991.9847 8031.9669 7916.4629 8027.5244 4423000
## 2016-10-07 7912.0201 8009.7542 7898.6927 7907.5776 7042500
## 2016-10-10 7898.6924 7952.0019 7854.2678 7925.3472 3833500
## 2016-10-11 7876.4791 8040.8501 7872.0367 8040.8501 9922000
## 2016-10-12 8040.8514 8040.8514 7912.0200 7996.4268 8362000
## 2016-10-13 7912.0201 7960.8871 7885.3653 7907.5776 11205000
## 2016-10-14 7907.5776 8005.3117 7885.3653 7996.4268 8837500
## 2016-10-17 7907.5770 7947.5591 7880.9222 7947.5591 8730500
## 2016-10-18 7925.3461 7952.0008 7889.8064 7903.1338 5930500
## 2016-10-19 7889.8074 7898.6923 7854.2677 7876.4800 9793500
## 2016-10-20 7854.2668 7894.2489 7836.4970 7872.0366 7724000
## 2016-10-21 7854.2682 7894.2504 7840.9408 7845.3833 9579500
## 2016-10-24 7867.5948 7925.3468 7858.7099 7889.8071 6481500
## 2016-10-25 7889.8051 7925.3448 7889.8051 7894.2476 3372000
## 2016-10-26 7845.3832 7912.0201 7845.3832 7907.5776 29380500
## 2016-10-27 7898.6900 7898.6900 7863.1504 7894.2476 9740500
## 2016-10-28 7880.9218 7938.6738 7880.9218 7912.0190 3799500
## 2016-10-31 7925.3461 7925.3461 7858.7092 7903.1338 16500000
## 2016-11-01 7916.4612 7916.4612 7880.9216 7898.6914 7860500
## 2016-11-02 7894.2476 7903.1325 7863.1504 7894.2476 4580000
## 2016-11-03 7872.0370 7907.5767 7849.8247 7849.8247 10304500
## 2016-11-04 7836.4979 7845.3829 7792.0733 7814.2856 8900500
## 2016-11-07 7867.5951 7867.5951 7783.1884 7818.7280 7680000
## 2016-11-08 7836.4992 7907.5785 7823.1718 7885.3662 4887500
## 2016-11-09 7907.5785 7907.5785 7832.0567 7885.3662 4272500
## 2016-11-10 7903.1342 7907.5767 7765.4180 7765.4180 6658000
## 2016-11-11 7765.4184 7765.4184 7285.6328 7285.6328 25943500
## 2016-11-14 7303.4026 7338.9423 7067.9523 7285.6328 20385000
## 2016-11-15 7285.6329 7303.4027 7232.3234 7281.1904 24557000
## 2016-11-16 7374.4817 7436.6761 7303.4023 7303.4023 10789000
## 2016-11-17 7347.8278 7356.7127 7107.9350 7196.7842 12753500
## 2016-11-18 7143.4730 7152.3579 7036.8540 7152.3579 9546500
## 2016-11-21 7112.3765 7134.5888 7072.3944 7107.9341 8153000
## 2016-11-22 7125.7035 7152.3583 7072.3940 7072.3940 8661500
## 2016-11-23 7072.3945 7214.5532 7067.9520 7187.8984 13188500
## 2016-11-24 7187.8990 7187.8990 7107.9348 7125.7046 5289500
## 2016-11-25 7125.7043 7147.9166 7103.4920 7143.4741 3128000
## 2016-11-28 7107.9348 7134.5895 7072.3951 7125.7046 6196000
## 2016-11-29 7099.0492 7276.7476 7094.6068 7218.9956 5960500
## 2016-11-30 7218.9964 7285.6333 7201.2266 7201.2266 16699000
## 2016-12-01 7267.8636 7481.1016 7218.9965 7450.0044 8930500
## 2016-12-02 7463.3313 7534.4106 7347.8274 7534.4106 6132500
## 2016-12-05 7534.4107 7538.8532 7432.2341 7503.3135 10806000
## 2016-12-06 7530.2058 7557.0994 7449.5250 7494.3477 10034000
## 2016-12-07 7521.2422 7525.7245 7395.7387 7409.1855 11687000
## 2016-12-08 7395.7381 7467.4543 7395.7381 7431.5962 9661500
## 2016-12-09 7395.7381 7431.5962 7364.3622 7431.5962 7430000
## 2016-12-13 7431.5965 7431.5965 7261.2704 7301.6108 12197500
## 2016-12-14 7350.9159 7350.9159 7171.6253 7180.5898 12759000
## 2016-12-15 7180.5900 7252.3062 7162.6609 7198.5190 11335000
## 2016-12-16 7297.1283 7297.1283 7167.1426 7167.1426 19354500
## 2016-12-19 7167.1423 7171.6245 7126.8019 7144.7310 15589000
## 2016-12-20 7140.2489 7158.1780 7104.3908 7108.8730 15179000
## 2016-12-21 7099.9086 7185.0717 6902.6890 6902.6890 12917500
## 2016-12-22 6902.6891 6902.6891 6804.0793 6808.5615 11090500
## 2016-12-23 6786.1505 6822.0087 6781.6683 6790.6328 11779000
## 2016-12-27 6790.6329 6925.1009 6790.6329 6848.9023 8392000
## 2016-12-28 6938.5472 7131.2846 6938.5472 7046.1216 9242500
## 2016-12-29 7064.0506 7207.4831 7064.0506 7171.6250 19092500
## 2016-12-30 7171.6253 7243.3416 6938.5475 6956.4766 11107000
## 2017-01-02 6956.4766 6956.4766 6956.4766 6956.4766 0
## 2017-01-03 6992.3344 7028.1925 6956.4762 6960.9585 5014500
## 2017-01-04 6965.4406 7234.3765 6965.4406 7207.4829 10642000
## 2017-01-05 7261.2708 7270.2354 7176.1078 7270.2354 10493500
## 2017-01-06 7225.4130 7341.9519 7140.2499 7279.2002 5400500
## 2017-01-09 7279.1998 7306.0934 7180.5900 7198.5190 14270500
## 2017-01-10 7288.1640 7288.1640 7117.8379 7189.5542 9536000
## 2017-01-11 7261.2702 7261.2702 7122.3199 7167.1426 10807500
## 2017-01-12 7167.1434 7180.5902 7144.7321 7162.6611 18933500
## 2017-01-13 7198.5185 7207.4831 7099.9087 7099.9087 16274500
## 2017-01-16 7099.9093 7144.7320 7081.9803 7104.3916 14102500
## 2017-01-17 7081.9803 7144.7320 7064.0512 7104.3916 5194000
## 2017-01-18 7144.7312 7332.9863 7073.0149 7332.9863 8547000
## 2017-01-19 7332.9866 7332.9866 7225.4122 7243.3413 11411000
## 2017-01-20 7207.4833 7261.2705 7135.7671 7261.2705 4806500
## 2017-01-23 7180.5902 7386.7744 7095.4271 7386.7744 4978500
## 2017-01-24 7382.2923 7530.2070 7252.3065 7530.2070 7744000
## 2017-01-25 7530.2064 7530.2064 7458.4902 7512.2773 4441000
## 2017-01-26 7512.2767 7530.2058 7355.3974 7494.3477 4564500
## 2017-01-27 7440.5618 7507.7958 7350.9165 7476.4199 6680500
## 2017-01-30 7404.7033 7485.3841 7359.8806 7409.1855 3937500
## 2017-01-31 7386.7744 7458.4907 7368.8453 7386.7744 5297500
## 2017-02-01 7480.9015 7480.9015 7368.8448 7400.2207 5480000
## 2017-02-02 7400.2210 7449.5259 7373.3274 7449.5259 8396000
## 2017-02-03 7395.7390 7530.2070 7395.7390 7530.2070 7854500
## 2017-02-06 7413.6682 7503.3135 7400.2214 7476.4199 10406000
## 2017-02-07 7422.6319 7480.9014 7422.6319 7480.9014 7658500
## 2017-02-08 7476.4191 7489.8659 7436.0787 7480.9014 13802000
## 2017-02-09 7476.4197 7548.1360 7449.5261 7498.8311 10496000
## 2017-02-10 7516.7581 7691.5665 7507.7936 7637.7793 11434500
## 2017-02-13 7651.2279 7687.0861 7592.9585 7606.4053 7033000
## 2017-02-14 7601.9230 7664.6747 7566.0649 7606.4053 6386500
## 2017-02-15 7606.4053 7606.4053 7606.4053 7606.4053 0
## 2017-02-16 7673.6374 7673.6374 7619.8502 7637.7793 5261500
## 2017-02-17 7660.1906 7664.6729 7619.8502 7637.7793 5510000
## 2017-02-20 7682.6042 7691.5687 7539.1717 7548.1362 2679000
## 2017-02-21 7592.9581 7669.1566 7579.5113 7664.6743 3526500
## 2017-02-22 7691.5677 7691.5677 7575.0288 7687.0854 3714000
## 2017-02-23 7655.7101 7655.7101 7561.5825 7575.0293 3569000
## 2017-02-24 7548.1357 7628.8165 7543.6534 7575.0293 3763500
## 2017-02-27 7583.9938 7678.1214 7552.6180 7575.0293 4240500
## 2017-02-28 7637.7810 7637.7810 7552.6180 7561.5825 8622500
## 2017-03-01 7548.1357 7592.9584 7512.2776 7561.5825 7570000
## 2017-03-02 7615.3702 7624.3348 7548.1362 7548.1362 5019500
## 2017-03-03 7548.1350 7557.0995 7498.8300 7525.7236 6217500
## 2017-03-06 7525.7242 7601.9227 7525.7242 7597.4404 4533500
## 2017-03-07 7597.4401 7619.8514 7552.6174 7615.3691 3158000
## 2017-03-08 7592.9585 7615.3698 7583.9939 7606.4053 5689000
## 2017-03-09 7606.4053 7606.4053 7530.2068 7606.4053 3264000
## 2017-03-10 7619.8518 7619.8518 7503.3129 7583.9937 4783500
## 2017-03-13 7539.1706 7601.9224 7539.1706 7601.9224 2544000
## 2017-03-14 7601.9221 7628.8157 7566.0640 7566.0640 2946000
## 2017-03-15 7570.5471 7601.9229 7507.7953 7561.5825 4130000
## 2017-03-16 7570.5467 7817.0713 7561.5821 7817.0713 7009000
## 2017-03-17 7817.0723 7924.6467 7709.4979 7888.7886 25389000
## 2017-03-20 7870.8595 7888.7886 7781.2142 7875.3418 7018000
## 2017-03-21 7875.3418 7884.3063 7794.6610 7875.3418 11059000
## 2017-03-22 7785.6961 7785.6961 7624.3345 7682.6040 17937000
## 2017-03-23 7682.6048 7745.3565 7619.8530 7619.8530 6258500
## 2017-03-24 7566.0650 7736.3911 7566.0650 7736.3911 5829000
## 2017-03-27 7772.2505 7799.1441 7727.4278 7772.2505 4163500
## 2017-03-29 7772.2489 7888.7879 7772.2489 7826.0361 10144500
## 2017-03-30 7835.0010 7852.9300 7664.6749 7835.0010 5878000
## 2017-03-31 7781.2129 7799.1420 7705.0144 7767.7661 11354500
## 2017-04-03 7781.2134 7884.3055 7781.2134 7866.3765 14857500
## 2017-04-04 7866.3770 7938.0933 7785.6962 7938.0933 8027000
## 2017-04-05 7938.0933 7938.0933 7938.0933 7938.0933 0
## 2017-04-06 8068.0776 8068.0776 7991.8791 8068.0776 6647500
## 2017-04-07 8068.0778 8139.7940 8050.1487 8086.0068 10242500
## 2017-04-10 8103.9367 8126.3480 8050.1495 8121.8657 3269000
## 2017-04-11 8139.7947 8157.7238 8050.1494 8050.1494 5696000
## 2017-04-12 8068.0796 8153.2427 8068.0796 8153.2427 3203000
## 2017-04-13 8157.7235 8157.7235 8072.5605 8126.3477 3820000
## 2017-04-17 8126.3480 8157.7238 8099.4544 8121.8657 5929500
## 2017-04-18 8121.8657 8130.8303 8094.9721 8121.8657 8118000
## 2017-04-19 8121.8657 8121.8657 8121.8657 8121.8657 0
## 2017-04-20 8144.2771 8144.2771 8094.9721 8121.8657 4249000
## 2017-04-21 8121.8647 8175.6519 7978.4322 8162.2051 6051000
## 2017-04-25 8148.7593 8148.7593 8086.0076 8121.8657 6080000
## 2017-04-26 8032.2201 8211.5107 8009.8088 8211.5107 10011500
## 2017-04-27 8207.0282 8211.5104 8108.4183 8202.5459 9834000
## 2017-04-28 8139.7942 8139.7942 7947.0568 7978.4326 9480500
## 2017-05-02 8041.1849 8139.7948 8032.2204 8121.8657 11603500
## 2017-05-03 8121.8650 8144.2763 8086.0068 8086.0068 3844500
## 2017-05-04 8099.4547 8157.7241 8068.0788 8144.2773 12887500
## 2017-05-05 8166.6895 8220.4767 8135.3136 8153.2427 18200500
## 2017-05-08 8202.5475 8301.1573 8162.2071 8247.3701 14577000
## 2017-05-09 8247.3694 8323.5679 8247.3694 8283.2275 13155000
## 2017-05-10 8283.2256 8328.0482 8265.2965 8310.1191 14584000
## 2017-05-12 8332.5313 8431.1412 8310.1200 8390.8008 16485000
## 2017-05-15 8399.7660 8605.9502 8399.7660 8605.9502 15043000
## 2017-05-16 8605.9509 8709.0430 8493.8942 8570.0928 7529000
## 2017-05-17 8605.9506 8623.8797 8538.7166 8561.1279 12379000
## 2017-05-18 8561.1278 8561.1278 8390.8017 8529.7520 11714000
## 2017-05-19 8484.9279 8969.0125 8399.7648 8740.4170 11993000
## 2017-05-22 8874.8866 8874.8866 8475.9650 8507.3408 16544000
## 2017-05-23 8552.1622 8722.4883 8453.5524 8722.4883 11528500
## 2017-05-24 8525.2687 8592.5027 8471.4815 8556.6445 11251500
## 2017-05-26 8516.3050 8610.4325 8462.5178 8552.1631 8029000
## 2017-05-29 8570.0927 8588.0218 8467.0006 8484.9297 4053500
## 2017-05-30 8462.5189 8507.3416 8247.3701 8247.3701 10209000
## 2017-05-31 8319.0865 8431.1432 8260.8170 8278.7461 24250000
## 2017-06-01 8278.7461 8278.7461 8278.7461 8278.7461 0
## 2017-06-02 8292.1925 8431.1428 8292.1925 8408.7314 6941000
## 2017-06-05 8381.8366 8462.5174 8350.4608 8458.0352 3277000
## 2017-06-06 8453.5546 8471.4837 8390.8029 8395.2852 3346000
## 2017-06-07 8408.7304 8489.4112 8408.7304 8462.5176 4699500
## 2017-06-08 8462.5178 8561.1277 8458.0355 8525.2695 4918500
## 2017-06-09 8480.4469 8623.8794 8444.5887 8525.2695 5631000
## 2017-06-12 8552.1629 8623.8791 8462.5176 8462.5176 5031000
## 2017-06-13 8552.1634 8601.4683 8480.4471 8588.0215 3052000
## 2017-06-14 8588.0223 8695.5967 8579.0578 8695.5967 9012500
## 2017-06-15 8695.5959 8780.7590 8668.7023 8758.3477 4430000
## 2017-06-16 8713.5253 8758.3479 8484.9297 8570.0928 17764500
## 2017-06-19 8543.1989 8588.0216 8462.5181 8534.2344 5516000
## 2017-06-20 8565.6104 8682.1493 8516.3055 8650.7734 5140500
## 2017-06-21 8650.7742 8785.2422 8610.4338 8785.2422 8036500
## 2017-06-22 8821.0991 8874.8863 8749.3828 8749.3828 8018000
## 2017-06-23 8749.3828 8749.3828 8749.3828 8749.3828 0
## 2017-06-26 8749.3828 8749.3828 8749.3828 8749.3828 0
## 2017-06-27 8749.3828 8749.3828 8749.3828 8749.3828 0
## 2017-06-28 8749.3828 8749.3828 8749.3828 8749.3828 0
## 2017-06-29 8749.3828 8749.3828 8749.3828 8749.3828 0
## 2017-06-30 8749.3828 8749.3828 8749.3828 8749.3828 0
## 2017-07-03 8874.8864 8879.3687 8722.4894 8865.9219 14225000
## 2017-07-04 8758.3461 8803.1687 8735.9347 8740.4170 5706500
## 2017-07-05 8789.7243 8839.0292 8623.8804 8695.5967 9309500
## 2017-07-06 8710.9810 8860.3121 8697.4054 8851.2617 4656500
## 2017-07-07 8778.8590 8828.6361 8652.1538 8706.4561 4487500
## 2017-07-10 8706.4555 8715.5058 8421.3688 8457.5703 8638500
## 2017-07-11 8557.1249 8597.8516 8439.4701 8597.8516 5419500
## 2017-07-12 8597.8523 8778.8597 8552.6004 8742.6582 6120500
## 2017-07-13 8778.8594 8796.9601 8715.5068 8778.8594 10013000
## 2017-07-14 8715.5076 8796.9609 8629.5291 8796.9609 3841000
## 2017-07-17 8792.4345 8792.4345 8674.7797 8747.1826 5036500
## 2017-07-18 8688.3545 8688.3545 8584.2753 8625.0020 7084500
## 2017-07-19 8625.0027 8625.0027 8539.0242 8597.8516 9267000
## 2017-07-20 8588.8007 8742.6570 8561.6496 8738.1318 6951500
## 2017-07-21 8738.1332 8738.1332 8620.4784 8638.5791 3462500
## 2017-07-24 8670.2537 8796.9589 8652.1530 8751.7070 10861500
## 2017-07-25 8751.7095 8760.7598 8688.3569 8697.4072 9731500
## 2017-07-26 8742.6586 8760.7593 8643.1045 8643.1045 8408500
## 2017-07-27 8688.3558 8688.3558 8566.1758 8652.1543 10461000
## 2017-07-28 8652.1551 8796.9610 8575.2269 8756.2344 7681500
## 2017-07-31 8706.4562 8968.9169 8634.0532 8860.3125 17823000
## 2017-08-01 8887.4626 8887.4626 8760.7575 8774.3330 6125000
## 2017-08-02 8774.3330 8783.3834 8733.6063 8774.3330 6305500
## 2017-08-03 8733.6068 8742.6572 8629.5275 8634.0527 13967500
## 2017-08-04 8620.4781 8643.1040 8602.3774 8611.4277 10639000
## 2017-08-07 8597.8520 8625.0031 8493.7727 8520.9238 11487500
## 2017-08-08 8548.0749 8602.3771 8543.5497 8584.2764 7408000
## 2017-08-09 8602.3768 8706.4561 8602.3768 8706.4561 10842000
## 2017-08-10 8652.1532 8692.8799 8575.2251 8692.8799 4518000
## 2017-08-11 8670.2545 8670.2545 8561.6501 8597.8516 7609000
## 2017-08-14 8643.1028 8778.8583 8629.5272 8733.6064 4960500
## 2017-08-15 8729.0826 8869.3634 8670.2552 8742.6582 6857500
## 2017-08-16 8833.1617 8941.7662 8724.5573 8932.7158 10184500
## 2017-08-17 8932.7158 8932.7158 8932.7158 8932.7158 0
## 2017-08-18 8905.5638 8959.8660 8896.5134 8955.3408 7911000
## 2017-08-21 8955.3411 8959.8663 8701.9308 8747.1826 4622500
## 2017-08-22 8760.7582 8923.6648 8760.7582 8919.1396 8817500
## 2017-08-23 8932.7157 9050.3705 8891.9890 9036.7949 6244000
## 2017-08-24 9023.2198 9036.7953 8769.8094 8959.8672 8362000
## 2017-08-25 8996.0675 9136.3482 8878.4127 9041.3193 11047500
## 2017-08-28 9036.7949 9036.7949 9005.1186 9014.1689 3337500
## 2017-08-29 9036.7957 9149.9254 9009.6446 9140.8750 15226000
## 2017-08-30 9186.1269 9231.3787 9140.8750 9140.8750 12592500
## 2017-08-31 9231.3772 9231.3772 9091.0964 9149.9238 8868000
## 2017-09-01 9149.9238 9149.9238 9149.9238 9149.9238 0
## 2017-09-04 9149.9234 9267.5782 9149.9234 9226.8516 7962000
## 2017-09-05 9204.2278 9235.9041 9122.7744 9231.3789 4802000
## 2017-09-06 9140.8729 9181.5996 9122.7722 9158.9736 7837000
## 2017-09-07 9158.9736 9195.1751 9131.8225 9158.9736 5440500
## 2017-09-08 9158.9753 9213.2775 9140.8745 9195.1768 5309000
## 2017-09-11 9158.9740 9231.3769 9145.3984 9145.3984 4821000
## 2017-09-12 9158.9736 9244.9521 9154.4484 9158.9736 6335500
## 2017-09-13 9158.9737 9303.7796 9158.9737 9267.5781 5244500
## 2017-09-14 9231.3768 9367.1323 9208.7509 9249.4775 7497000
## 2017-09-15 9294.7299 9321.8810 9122.7729 9217.8018 13225500
## 2017-09-18 9217.8033 9263.0552 9063.9470 9231.3789 5104500
## 2017-09-19 9308.3071 9308.3071 9158.9759 9231.3789 9661000
## 2017-09-20 9231.3789 9258.5300 9145.4004 9231.3789 8159000
## 2017-09-21 9231.3789 9231.3789 9231.3789 9231.3789 0
## 2017-09-22 9231.3775 9235.9027 9027.7442 9050.3701 13066500
## 2017-09-25 9050.3706 9054.8958 8864.8380 8996.0684 9983000
## 2017-09-26 8996.0684 9009.6440 8896.5143 8932.7158 8519000
## 2017-09-27 9018.6938 9077.5212 8968.9168 9050.3701 10578500
## 2017-09-28 9072.9963 9131.8237 8882.9385 8905.5645 12687500
## 2017-09-29 8977.9665 9113.7221 8864.8369 8864.8369 9658000
## 2017-10-02 8905.5644 9077.5215 8905.5644 9077.5215 6749500
## 2017-10-03 9082.0464 9263.0538 9054.8953 9199.7012 11272000
## 2017-10-04 9231.3771 9258.5282 9199.7008 9213.2764 10373000
## 2017-10-05 9213.2766 9213.2766 9054.8951 9068.4707 8606000
## 2017-10-06 9140.8726 9140.8726 9032.2682 9045.8438 6094000
## 2017-10-09 9050.3704 9100.1475 8959.8667 9014.1689 5257500
## 2017-10-10 9050.3685 9068.4692 8905.5626 8928.1885 8980500
## 2017-10-11 8923.6645 8923.6645 8801.4845 8846.7363 13506000
## 2017-10-12 8846.7364 8959.8660 8846.7364 8869.3623 11075500
## 2017-10-13 8873.8895 8950.8177 8796.9614 8914.6162 7564000
## 2017-10-16 8905.5645 8905.5645 8787.9096 8905.5645 14947500
## 2017-10-17 8905.5642 9050.3701 8905.5642 9050.3701 9172000
## 2017-10-18 9059.4193 9086.5704 8977.9660 9045.8438 8779500
## 2017-10-19 9050.3694 9050.3694 8991.5420 8991.5420 8349000
## 2017-10-20 8991.5429 9050.3703 8941.7659 8968.9170 5250500
## 2017-10-23 8968.9156 9005.1171 8887.4623 8896.5127 5488000
## 2017-10-24 8959.8653 9014.1675 8878.4120 8896.5127 6441000
## 2017-10-25 8905.5650 8959.8672 8882.9390 8959.8672 11117500
## 2017-10-26 8964.3926 8964.3926 8882.9392 8964.3926 13064000
## 2017-10-27 8887.4623 8964.3905 8878.4120 8896.5127 9376500
## 2017-10-30 8896.5127 8977.9660 8851.2609 8896.5127 6617500
## 2017-10-31 9041.3204 9041.3204 8914.6152 8977.9678 11025500
## 2017-11-01 8914.6152 9009.6441 8914.6152 8977.9678 4798500
## 2017-11-02 9009.6427 9009.6427 8878.4123 8882.9375 15044500
## 2017-11-03 8896.5147 9032.2703 8882.9392 9027.7451 5694000
## 2017-11-06 8905.5652 9014.1697 8878.4141 8901.0400 11908000
## 2017-11-07 8959.8669 8959.8669 8905.5647 8932.7158 6445500
## 2017-11-08 8923.6633 8959.8648 8923.6633 8950.8145 3795500
## 2017-11-09 8959.8665 8959.8665 8923.6650 8923.6650 6427500
## 2017-11-10 8914.6156 8987.0186 8896.5149 8901.0400 7882000
## 2017-11-13 8896.5133 9000.5926 8896.5133 8910.0889 7800000
## 2017-11-14 8896.5132 8914.6139 8864.8369 8864.8369 10573000
## 2017-11-15 8864.8369 8910.0888 8860.3117 8864.8369 11142000
## 2017-11-16 8855.7888 9014.1703 8855.7888 8914.6162 8375500
## 2017-11-17 8896.5139 9050.3702 8896.5139 8987.0176 11551500
## 2017-11-20 8955.3414 9032.2695 8946.2910 8946.2910 9124500
## 2017-11-21 8946.2898 9018.6928 8869.3617 8941.7646 10193000
## 2017-11-22 8941.7641 8996.0663 8905.5626 8950.8145 9824500
## 2017-11-23 8977.9677 8996.0684 8910.0899 8932.7158 4044500
## 2017-11-24 8991.5430 9014.1689 8896.5141 9014.1689 9735500
## 2017-11-27 9014.1690 9122.7734 8923.6653 9122.7734 9359500
## 2017-11-28 9095.6233 9231.3789 9036.7959 9231.3789 12345500
## 2017-11-29 9140.8747 9231.3784 9063.9465 9091.0977 15500500
## 2017-11-30 9124.8594 9124.8594 8997.1113 8997.1113 34073000
## 2017-12-01 8997.1113 8997.1113 8997.1113 8997.1113 0
## 2017-12-04 8997.1113 9106.6096 8956.0495 8997.1113 12580000
## 2017-12-05 9033.6098 9234.3567 9033.6098 9060.9844 9735500
## 2017-12-06 9029.0474 9133.9832 9029.0474 9060.9844 9752000
## 2017-12-07 9033.6097 9184.1699 9033.6097 9179.6074 5973500
## 2017-12-08 9179.6072 9289.1055 9165.9199 9289.1055 4845000
## 2017-12-11 9298.2306 9581.1012 9252.6063 9307.3555 8978500
## 2017-12-12 9307.3558 9398.6043 9298.2309 9325.6055 4723500
## 2017-12-13 9325.6052 9348.4173 9216.1069 9307.3555 4754000
## 2017-12-14 9307.3555 9380.3543 9238.9190 9307.3555 12766500
## 2017-12-15 9252.6075 9512.6660 9248.0451 9512.6660 21064000
## 2017-12-18 9517.2279 9667.7881 9366.6677 9667.7881 7777500
## 2017-12-19 9508.1033 9873.0977 9498.9784 9873.0977 14134000
## 2017-12-20 9873.0975 9873.0975 9654.1009 9672.3506 24206500
## 2017-12-21 9672.3492 9850.2839 9617.6001 9772.7227 14735000
## 2017-12-22 9763.5985 9886.7840 9727.0990 9877.6592 9648500
## 2017-12-25 9877.6592 9877.6592 9877.6592 9877.6592 0
## 2017-12-26 9877.6592 9877.6592 9877.6592 9877.6592 0
## 2017-12-27 9818.3476 9891.3465 9818.3476 9877.6592 15840500
## 2017-12-28 9882.2214 9927.8457 9681.4745 9927.8457 14564500
## 2017-12-29 9927.8460 10215.2791 9923.2836 10201.5918 12763000
## 2018-01-01 10201.5918 10201.5918 10201.5918 10201.5918 0
## 2018-01-02 10251.7784 10603.0855 10037.3443 10197.0293 12108500
## 2018-01-03 10197.0309 10201.5933 9708.8509 9854.8486 13805500
## 2018-01-04 9745.3496 9854.8479 9722.5375 9745.3496 9651500
## 2018-01-05 9745.3503 9854.8486 9704.2884 9854.8486 8882500
## 2018-01-08 9854.8468 9982.5949 9854.8468 9927.8457 6800000
## 2018-01-09 9932.4105 9950.6602 9763.6006 9763.6006 15647500
## 2018-01-10 9763.5987 9932.4085 9763.5987 9891.3467 7498000
## 2018-01-11 9891.3472 9923.2842 9822.9107 9923.2842 7824500
## 2018-01-12 9923.2838 9959.7833 9800.0982 9900.4717 5859500
## 2018-01-15 9900.4717 9964.3457 9900.4717 9964.3457 5317000
## 2018-01-16 9964.3478 10037.3467 9964.3478 10037.3467 6961500
## 2018-01-17 10000.8444 10000.8444 9909.5958 9918.7207 23525500
## 2018-01-18 9918.7207 10009.9693 9914.1583 9918.7207 9439000
## 2018-01-19 9918.7220 10037.3451 9909.5971 9936.9717 14025000
## 2018-01-22 9936.9706 9946.0954 9923.2833 9927.8457 11736000
## 2018-01-23 9946.0956 10128.5928 9909.5962 10128.5928 9284000
## 2018-01-24 10128.5950 10160.5320 10019.0967 10146.8447 8882500
## 2018-01-25 10165.0928 10178.7801 10041.9072 10041.9072 6900000
## 2018-01-26 10060.1586 10137.7199 9946.0978 9955.2227 7240500
## 2018-01-29 10037.3429 10110.3418 9964.3441 10110.3418 9640000
## 2018-01-30 10110.3432 10119.4681 9991.7201 10014.5322 13392000
## 2018-01-31 10014.5319 10165.0920 9581.1011 9927.8457 14159000
## 2018-02-01 9946.0954 10101.2180 9927.8457 9927.8457 8391500
## 2018-02-02 10101.2188 10105.7812 9946.0962 10041.9072 14217000
## 2018-02-05 9845.7222 10037.3442 9845.7222 9877.6592 10111500
## 2018-02-06 9763.5978 9996.2817 9763.5978 9836.5967 30560000
## 2018-02-07 9946.0972 10019.0960 9946.0972 9978.0342 12607500
## 2018-02-08 10028.2201 10028.2201 9854.8477 9923.2842 10242000
## 2018-02-09 9946.0944 10110.3418 9914.1574 10110.3418 12072000
## 2018-02-12 10073.8461 10137.7201 9964.3478 10037.3467 9905500
## 2018-02-13 10037.3435 10073.8430 9973.4695 10023.6562 7792500
## 2018-02-14 9964.3464 10019.0956 9905.0348 9946.0967 7630000
## 2018-02-15 9909.5984 10037.3464 9909.5984 9955.2227 10587500
## 2018-02-16 9955.2227 9955.2227 9955.2227 9955.2227 0
## 2018-02-19 9946.0965 10028.2203 9909.5971 10000.8457 6783500
## 2018-02-20 10037.3451 10037.3451 9873.0977 9936.9717 10324500
## 2018-02-21 9914.1597 9946.0967 9891.3475 9946.0967 8576000
## 2018-02-22 9946.0972 9973.4718 9854.8486 9854.8486 10958000
## 2018-02-23 9936.9717 9978.0335 9845.7231 9936.9717 13641000
## 2018-02-26 9936.9723 9936.9723 9836.5988 9850.2861 7089500
## 2018-02-27 9818.3491 9850.2861 9809.2243 9850.2861 13849000
## 2018-02-28 9946.0950 9964.3447 9804.6597 9836.5967 20500000
## 2018-03-01 9836.5988 9891.3480 9832.0364 9850.2861 8966000
## 2018-03-02 9900.4707 9918.7204 9813.7845 9836.5967 6073000
## 2018-03-05 9946.0972 9946.0972 9850.2861 9850.2861 16006500
## 2018-03-06 9818.3480 9850.2850 9585.6641 9585.6641 9490000
## 2018-03-07 9617.6011 9635.8508 9307.3559 9334.7305 20482500
## 2018-03-08 9362.1052 9489.8532 9339.2930 9343.8555 12961500
## 2018-03-09 9343.8556 9366.6677 9161.3584 9225.2324 12133500
## 2018-03-12 9275.4198 9311.9193 9175.0464 9206.9834 16465500
## 2018-03-13 9206.9834 9216.1083 9156.7967 9206.9834 11372500
## 2018-03-14 9261.7316 9289.1062 9133.9836 9147.6709 4367500
## 2018-03-15 9133.9836 9216.1073 9024.4853 9147.6709 7245500
## 2018-03-16 9143.1082 9152.2331 8969.7359 9070.1094 22295000
## 2018-03-19 9070.1099 9124.8591 9070.1099 9106.6094 3898000
## 2018-03-20 9033.6108 9124.8594 9033.6108 9124.8594 6551000
## 2018-03-21 9170.4824 9357.5420 9170.4824 9357.5420 7897000
## 2018-03-22 9453.3535 9453.3535 9175.0453 9261.7314 9370500
## 2018-03-23 9015.3609 9302.7939 9006.2360 9302.7939 12332500
## 2018-03-26 9307.3566 9316.4814 9179.6085 9188.7334 11523500
## 2018-03-27 9216.1080 9348.4184 9074.6726 9124.8594 6272000
## 2018-03-28 9124.8587 9124.8587 9010.7979 9015.3604 4383500
## 2018-03-29 9015.3617 9056.4235 8937.8004 9038.1738 11235500
## 2018-03-30 9038.1738 9038.1738 9038.1738 9038.1738 0
## 2018-04-02 9152.2326 9188.7320 9042.7343 9161.3574 6970500
## 2018-04-03 9152.2333 9197.8576 9106.6090 9143.1084 5223500
## 2018-04-04 9143.1088 9188.7331 8951.4868 9042.7354 5087000
## 2018-04-05 9106.6088 9165.9203 9106.6088 9129.4209 3107000
## 2018-04-06 9129.4211 9270.8564 9047.2973 9266.2939 3063500
## 2018-04-09 9266.2932 9471.6025 9206.9817 9471.6025 5733500
## 2018-04-10 9471.6048 9489.8545 9211.5463 9489.8545 8846500
## 2018-04-11 9508.1020 9581.1008 9444.2280 9471.6025 6913000
## 2018-04-12 9435.1045 9444.2294 9298.2316 9435.1045 5920000
## 2018-04-13 9334.7297 9425.9783 9161.3574 9161.3574 4735500
## 2018-04-16 9161.3574 9161.3574 9161.3574 9161.3574 0
## 2018-04-17 9161.3574 9161.3574 9161.3574 9161.3574 0
## 2018-04-18 9325.6049 9471.6026 9325.6049 9412.2910 7122000
## 2018-04-19 9412.2910 9412.2910 9412.2910 9412.2910 0
## 2018-04-20 9412.2910 9412.2910 9412.2910 9412.2910 0
## 2018-04-23 9325.6056 9325.6056 9257.1692 9270.8564 18258500
## 2018-04-24 9179.6078 9179.6078 8759.8643 8759.8643 29048500
## 2018-04-25 8759.8643 8759.8643 8759.8643 8759.8643 0
## 2018-04-26 8759.8643 8759.8643 8759.8643 8759.8643 0
## 2018-04-27 8759.8643 8759.8643 8759.8643 8759.8643 0
## 2018-04-30 8422.2437 8641.2403 8422.2437 8458.7432 6115500
## 2018-05-01 8458.7432 8458.7432 8458.7432 8458.7432 0
## 2018-05-02 8504.3703 8531.7448 8285.3736 8385.7471 12729500
## 2018-05-03 8358.3704 8376.6201 8248.8721 8248.8721 7128500
## 2018-05-04 8212.3731 8335.5587 8194.1233 8276.2471 6355500
## 2018-05-07 8358.3702 8755.3015 8358.3702 8741.6143 9679500
## 2018-05-08 8741.6148 8746.1772 8559.1176 8586.4922 9377000
## 2018-05-09 8417.6813 9038.1717 8417.6813 9024.4844 19843000
## 2018-05-10 9024.4844 9024.4844 9024.4844 9024.4844 0
## 2018-05-11 8851.1127 9056.4221 8832.8630 8942.3613 21548500
## 2018-05-14 8942.3613 8942.3613 8942.3613 8942.3613 0
## 2018-05-15 8942.3628 8946.9253 8577.3684 8659.4922 10121500
## 2018-05-16 8486.1190 8595.6173 8267.1224 8349.2461 17244000
## 2018-05-17 8358.3712 8458.7447 8303.6221 8303.6221 23338500
## 2018-05-18 8321.8717 8458.7446 8321.8717 8426.8076 11921500
## 2018-05-21 8445.0564 8518.0553 8358.3703 8431.3691 5784000
## 2018-05-22 8572.8044 8586.4917 8426.8067 8431.3691 9639000
## 2018-05-23 8476.9930 8595.6162 8449.6184 8467.8682 7356000
## 2018-05-24 8549.9928 8800.9264 8536.3055 8778.1143 8080000
## 2018-05-25 8759.8638 8759.8638 8536.3048 8540.8672 10020000
## 2018-05-28 8540.8690 8636.6800 8486.1198 8595.6182 8938500
## 2018-05-29 8595.6182 8595.6182 8595.6182 8595.6182 0
## 2018-05-30 8595.6166 8750.7392 8486.1183 8495.2432 12386500
## 2018-05-31 8513.4941 8641.2422 8285.3726 8321.8721 38013500
## 2018-06-01 8321.8721 8321.8721 8321.8721 8321.8721 0
## 2018-06-04 8415.0644 8525.7890 8378.1562 8378.1562 13623000
## 2018-06-05 8415.0637 8636.5127 8387.3825 8636.5127 10943000
## 2018-06-06 8636.5136 8654.9677 8502.7215 8525.7891 10571000
## 2018-06-07 8553.4702 8604.2189 8525.7891 8525.7891 6000500
## 2018-06-08 8470.4267 8530.4025 8378.1562 8378.1562 25477000
## 2018-06-11 8378.1562 8378.1562 8378.1562 8378.1562 0
## 2018-06-12 8378.1562 8378.1562 8378.1562 8378.1562 0
## 2018-06-13 8378.1562 8378.1562 8378.1562 8378.1562 0
## 2018-06-14 8378.1562 8378.1562 8378.1562 8378.1562 0
## 2018-06-15 8378.1562 8378.1562 8378.1562 8378.1562 0
## 2018-06-18 8378.1562 8378.1562 8378.1562 8378.1562 0
## 2018-06-19 8378.1562 8378.1562 8378.1562 8378.1562 0
## 2018-06-20 8507.3345 8507.3345 8170.5474 8170.5474 29721000
## 2018-06-21 8248.9765 8313.5658 8096.7303 8156.7061 14450000
## 2018-06-22 8156.7061 8267.4306 8101.3438 8156.7061 15193500
## 2018-06-25 8175.1603 8396.6093 8101.3439 8304.3389 8633000
## 2018-06-26 8304.3393 8308.9528 8212.0689 8221.2959 9360000
## 2018-06-27 8221.2961 8479.6534 8193.6150 8198.2285 10589000
## 2018-06-28 8212.0689 8396.6097 8124.4119 8221.2959 13394500
## 2018-06-29 8230.5227 8507.3340 8230.5227 8507.3340 10911500
## 2018-07-02 8470.4272 8479.6542 8341.2486 8368.9297 5207500
## 2018-07-03 8304.3410 8341.2492 8129.0272 8244.3652 6845500
## 2018-07-04 8272.0447 8581.1506 8142.8661 8576.5371 5389500
## 2018-07-05 8525.7896 8618.0600 8387.3839 8535.0166 4884000
## 2018-07-06 8516.5625 8562.6977 8378.1568 8442.7461 6534500
## 2018-07-09 8525.7881 8562.6963 8410.4501 8562.6963 3660500
## 2018-07-10 8636.5135 8701.1028 8590.3782 8696.4893 7011000
## 2018-07-11 8673.4207 8788.7588 8599.6044 8770.3047 7940000
## 2018-07-12 8774.9184 8774.9184 8581.1504 8654.9668 4884500
## 2018-07-13 8618.0586 8733.3967 8608.8316 8654.9668 6592500
## 2018-07-16 8728.7845 8738.0115 8341.2486 8442.7461 7972500
## 2018-07-17 8378.1562 8410.4509 8308.9534 8378.1562 3969000
## 2018-07-18 8313.5663 8447.3584 8313.5663 8447.3584 4346500
## 2018-07-19 8442.7450 8451.9720 8258.2041 8258.2041 7982500
## 2018-07-20 8276.6576 8290.4982 8156.7061 8156.7061 6970000
## 2018-07-23 8156.7061 8267.4306 8147.4791 8212.0684 5777500
## 2018-07-24 8258.2036 8281.2712 8198.2278 8212.0684 5636500
## 2018-07-25 8212.0688 8212.0688 8115.1848 8129.0254 5838000
## 2018-07-26 8133.6401 8193.6159 8087.5049 8105.9590 10636000
## 2018-07-27 8105.9590 8179.7754 8041.3697 8179.7754 7331500
## 2018-07-30 8193.6157 8193.6157 8092.1182 8138.2534 9204500
## 2018-07-31 8082.8906 8082.8906 7870.6685 7981.3931 19481500
## 2018-08-01 8064.4364 8253.5908 8004.4606 8253.5908 14157500
## 2018-08-02 8253.5916 8345.8620 8212.0699 8295.1133 7817500
## 2018-08-03 8295.1133 8336.6350 8202.8428 8295.1133 5851500
## 2018-08-06 8295.1125 8336.6342 8225.9097 8253.5908 13798000
## 2018-08-07 8230.5238 8253.5914 7999.8477 8036.7559 18736500
## 2018-08-08 8082.8910 8115.1857 7930.6448 7935.2583 15150000
## 2018-08-09 7935.2583 8009.0747 7916.8042 7935.2583 7640000
## 2018-08-10 8009.0747 8045.9829 7967.5530 8036.7559 6211000
## 2018-08-13 8036.7552 8036.7552 7856.8279 7861.4414 7364500
## 2018-08-14 7861.4417 7861.4417 7455.4517 7566.1763 26017500
## 2018-08-15 7584.6308 7653.8337 7469.2928 7529.2686 8085000
## 2018-08-16 7529.2676 7852.2141 7492.3594 7847.6006 12282000
## 2018-08-17 7847.6006 7847.6006 7847.6006 7847.6006 0
## 2018-08-20 7861.4414 7972.1659 7815.3062 7815.3062 10759000
## 2018-08-21 7819.9197 8018.3012 7819.9197 7861.4414 5905500
## 2018-08-22 7861.4414 7861.4414 7861.4414 7861.4414 0
## 2018-08-23 7879.8961 8009.0747 7750.7175 7999.8477 14146500
## 2018-08-24 8027.5287 8027.5287 7893.7366 7935.2583 5122500
## 2018-08-27 7935.2584 8064.4370 7898.3502 8064.4370 7378500
## 2018-08-28 8064.4359 8152.0928 8045.9818 8152.0928 8690000
## 2018-08-29 8152.0950 8216.6843 7972.1676 8202.8438 11313500
## 2018-08-30 8202.8423 8230.5234 8078.2772 8175.1611 7008000
## 2018-08-31 8027.5274 8115.1843 7967.5516 8092.1167 11247000
## 2018-09-03 8110.5720 8110.5720 8022.9151 8059.8232 5491000
## 2018-09-04 8069.0489 8119.7976 7962.9379 8115.1841 5183000
## 2018-09-05 8110.5720 8110.5720 7566.1763 7676.9009 13913500
## 2018-09-06 7676.9007 7935.2579 7676.9007 7764.5576 15019500
## 2018-09-07 7778.3985 8221.2966 7778.3985 8207.4561 18795500
## 2018-09-10 8207.4557 8401.2236 8073.6636 8401.2236 24314000
## 2018-09-11 8401.2236 8401.2236 8401.2236 8401.2236 0
## 2018-09-12 8405.8372 8599.6052 8401.2237 8511.9482 20178000
## 2018-09-13 8511.9490 8594.9924 8498.1085 8590.3789 9448500
## 2018-09-14 8581.1514 8714.9436 8535.0162 8691.8760 13296500
## 2018-09-17 8691.8753 8696.4889 8424.2911 8498.1074 8578000
## 2018-09-18 8479.6535 8498.1076 8304.3397 8401.2236 12961500
## 2018-09-19 8405.8375 8636.5136 8405.8375 8525.7891 7205000
## 2018-09-20 8576.5376 8701.1027 8576.5376 8604.2188 12398500
## 2018-09-21 8691.8762 8691.8762 8636.5139 8687.2627 12007500
## 2018-09-24 8691.8762 8701.1033 8668.8086 8687.2627 10079000
## 2018-09-25 8687.2613 8691.8748 8488.8799 8488.8799 7353000
## 2018-09-26 8488.8811 8691.8761 8484.2676 8502.7217 9266500
## 2018-09-27 8507.3327 8710.3276 8502.7192 8701.1006 9335500
## 2018-09-28 8701.1008 8710.3279 8654.9656 8678.0332 8419000
## 2018-10-01 8585.7649 8710.3300 8539.6296 8544.2432 6590000
## 2018-10-02 8544.2424 8581.1505 8447.3584 8447.3584 7686500
## 2018-10-03 8447.3585 8498.1073 8230.5230 8276.6582 5431000
## 2018-10-04 8276.6577 8276.6577 7907.5760 7939.8706 16013000
## 2018-10-05 7939.8710 7962.9387 7806.0789 7875.2817 11899500
## 2018-10-08 7898.3488 8304.3387 7898.3488 8156.7061 11964000
## 2018-10-09 8156.7071 8276.6586 7976.7797 8193.6152 5861000
## 2018-10-10 8267.4307 8304.3389 8156.7062 8285.8848 5666500
## 2018-10-11 8119.7993 8239.7509 7935.2584 8138.2534 11703500
## 2018-10-12 8138.2530 8341.2479 8119.7989 8175.1611 7792500
## 2018-10-15 8244.3634 8285.8851 8045.9819 8045.9819 5271500
## 2018-10-16 8059.8242 8415.0654 8059.8242 8415.0654 7668000
## 2018-10-17 8419.6769 8438.1310 8221.2955 8304.3389 6646000
## 2018-10-18 8304.3398 8304.3398 8156.7071 8230.5234 9406500
## 2018-10-19 8156.7066 8299.7258 8092.1173 8276.6582 9321000
## 2018-10-22 8276.6589 8332.0212 8198.2290 8207.4561 7491000
## 2018-10-23 8267.4306 8332.0199 8165.9331 8212.0684 8347500
## 2018-10-24 8165.9344 8207.4561 7935.2583 7935.2583 12487500
## 2018-10-25 7787.6253 8212.0693 7787.6253 8175.1611 13398000
## 2018-10-26 8119.7981 8193.6145 8119.7981 8152.0928 4003500
## 2018-10-29 8193.6147 8212.0688 8064.4361 8110.5713 3624000
## 2018-10-30 8110.5709 8212.0684 8082.8898 8212.0684 9480000
## 2018-10-31 8258.2041 8267.4312 7889.1224 7976.7793 24829500
## 2018-11-01 8027.5281 8041.3687 7755.3303 7787.6250 23544000
## 2018-11-02 7898.3494 7916.8034 7801.4654 7884.5088 18657000
## 2018-11-05 7884.5098 7990.6208 7884.5098 7949.0991 10290500
## 2018-11-06 7986.0070 8009.0747 7870.6690 7935.2583 10743000
## 2018-11-07 7935.2577 7935.2577 7755.3303 7787.6250 28285500
## 2018-11-08 7838.3742 7879.8959 7792.2390 7806.0796 16435500
## 2018-11-09 7575.4030 7713.8086 7404.7027 7441.6108 62636500
## 2018-11-12 7473.9054 7524.6541 7178.6400 7266.2969 26985500
## 2018-11-13 7266.2967 7436.9970 7197.0939 7372.4077 20431500
## 2018-11-14 7386.2493 7547.7225 7381.6357 7381.6357 14030000
## 2018-11-15 7427.7701 7607.6975 7427.7701 7584.6299 13245500
## 2018-11-16 7698.3350 7800.8552 7577.1748 7730.9551 18344000
## 2018-11-19 7791.5346 7791.5346 7647.0744 7698.3345 9715500
## 2018-11-20 7698.3345 7698.3345 7698.3345 7698.3345 0
## 2018-11-21 7567.8543 7628.4344 7456.0141 7623.7744 15001500
## 2018-11-22 7642.4148 7698.3349 7567.8547 7665.7148 9237000
## 2018-11-23 7661.0545 7875.4149 7628.4345 7856.7749 11279000
## 2018-11-26 7856.7748 7922.0149 7754.2546 7852.1147 12876500
## 2018-11-27 7828.8150 7875.4150 7782.2149 7875.4150 8156500
## 2018-11-28 7875.4145 7875.4145 7549.2139 7549.2139 9570000
## 2018-11-29 7698.3343 7866.0946 7698.3343 7847.4546 13306000
## 2018-11-30 7847.4550 7922.0151 7838.1350 7875.4150 18001000
## 2018-12-03 7968.6146 8201.6150 7968.6146 8164.3350 22435500
## 2018-12-04 8164.3352 8210.9353 8047.8349 8201.6152 19312000
## 2018-12-05 8015.2154 8155.0156 7996.5753 8155.0156 8043000
## 2018-12-06 8015.2151 8238.8955 8015.2151 8238.8955 9609500
## 2018-12-07 8108.4151 8234.2353 8108.4151 8201.6152 8952500
## 2018-12-10 8201.6159 8220.2560 8145.6958 8192.2959 6368000
## 2018-12-11 8201.6153 8201.6153 8136.3751 8141.0352 5037000
## 2018-12-12 8141.0351 8210.9353 8141.0351 8201.6152 9384500
## 2018-12-13 8201.6148 8313.4550 8164.3348 8280.8350 17429500
## 2018-12-14 8280.8344 8322.7745 8262.1944 8294.8145 7705500
## 2018-12-17 8294.8159 8294.8159 8089.7755 8108.4155 7403000
## 2018-12-18 8108.4157 8201.6159 7954.6354 8192.2959 7689000
## 2018-12-19 8182.9752 8388.0156 8182.9752 8388.0156 14906000
## 2018-12-20 8294.8159 8434.6162 8187.6357 8434.6162 8704500
## 2018-12-21 8388.0163 8686.2568 8350.7362 8686.2568 17106000
## 2018-12-24 8686.2568 8686.2568 8686.2568 8686.2568 0
## 2018-12-25 8686.2568 8686.2568 8686.2568 8686.2568 0
## 2018-12-26 8574.4161 8686.2564 8392.6758 8485.8760 7617000
## 2018-12-27 8593.0567 8686.2568 8532.4765 8686.2568 10728500
## 2018-12-28 8667.6156 8723.5357 8462.5752 8462.5752 9755500
## 2018-12-31 8462.5752 8462.5752 8462.5752 8462.5752 0
## 2019-01-01 8462.5752 8462.5752 8462.5752 8462.5752 0
## 2019-01-02 8467.2353 8714.2157 8467.2353 8648.9756 9111000
## 2019-01-03 8648.9762 8854.0166 8644.3162 8854.0166 11008000
## 2019-01-04 8844.6974 8909.9375 8760.8172 8909.9375 4863500
## 2019-01-07 8947.2174 9170.8978 8947.2174 9059.0576 10195500
## 2019-01-08 9059.0571 9059.0571 8672.2764 8826.0566 16261000
## 2019-01-09 8830.7155 8947.2157 8574.4150 8574.4150 10060500
## 2019-01-10 8648.9762 9007.7969 8625.6762 9007.7969 12351000
## 2019-01-11 9003.1357 9031.0957 8798.0953 9031.0957 10777000
## 2019-01-14 9003.1372 9049.7373 8891.2970 9049.7373 8833500
## 2019-01-15 9100.9960 9282.7363 9096.3360 9282.7363 11469500
## 2019-01-16 9282.7380 9292.0580 8914.5973 8933.2373 17816500
## 2019-01-17 9003.1362 9133.6164 9003.1362 9110.3164 8912500
## 2019-01-18 9068.3776 9119.6377 8951.8774 9119.6377 10810000
## 2019-01-21 9128.9567 9152.2567 9063.7166 9087.0166 6446500
## 2019-01-22 9087.0174 9161.5775 9087.0174 9142.9375 8455500
## 2019-01-23 9152.2569 9152.2569 9040.4167 9124.2969 7077500
## 2019-01-24 9124.2976 9147.5977 9100.9976 9147.5977 8645500
## 2019-01-25 9147.5975 9152.2575 9040.4173 9142.9375 7809500
## 2019-01-28 9133.6168 9133.6168 8854.0163 8905.2764 13522500
## 2019-01-29 8905.2753 9063.7156 8872.6553 8872.6553 10453000
## 2019-01-30 8984.4973 9161.5777 8984.4973 9147.5977 16914000
## 2019-01-31 9292.0575 9320.0176 9189.5373 9320.0176 29132500
## 2019-02-01 9320.0176 9320.0176 9287.3975 9320.0176 9109000
## 2019-02-04 9320.0169 9329.3370 9040.4164 9114.9766 8699000
## 2019-02-05 9114.9766 9114.9766 9114.9766 9114.9766 0
## 2019-02-06 9133.6184 9301.3788 9133.6184 9296.7188 8369000
## 2019-02-07 9296.7169 9296.7169 9208.1767 9268.7568 4857500
## 2019-02-08 9250.1174 9287.3975 9133.6172 9287.3975 5335000
## 2019-02-11 9282.7367 9282.7367 9110.3164 9110.3164 5718000
## 2019-02-12 9114.9768 9264.0970 9114.9768 9152.2568 6486000
## 2019-02-13 9152.2577 9194.1978 9114.9776 9180.2178 8230000
## 2019-02-14 9170.8965 9170.8965 9110.3164 9110.3164 5928500
## 2019-02-15 9040.4180 9059.0580 8947.2178 8947.2178 8939000
## 2019-02-18 8947.2174 9264.0980 8933.2373 9212.8379 8248000
## 2019-02-19 9189.5381 9268.7582 9077.6979 9189.5381 8475500
## 2019-02-20 9320.0167 9343.3168 9301.3767 9324.6768 18266500
## 2019-02-21 9310.6977 9310.6977 9124.2973 9231.4775 7230500
## 2019-02-22 9236.1384 9245.4584 9142.9382 9226.8184 6609000
## 2019-02-25 9292.0564 9292.0564 9100.9961 9100.9961 6915000
## 2019-02-26 9133.6171 9315.3574 9096.3370 9315.3574 7338500
## 2019-02-27 9226.8174 9278.0775 9096.3371 9133.6172 8259500
## 2019-02-28 9208.1774 9217.4974 9073.0371 9073.0371 13420000
## 2019-03-01 9147.5975 9245.4577 9110.3174 9142.9375 10601500
## 2019-03-04 9142.9372 9147.5972 9096.3371 9133.6172 5538000
## 2019-03-05 9133.6171 9133.6171 9021.7769 9068.3770 4664500
## 2019-03-06 9133.6166 9152.2566 9114.9766 9114.9766 4931500
## 2019-03-07 9114.9766 9114.9766 9114.9766 9114.9766 0
## 2019-03-08 9114.9767 9114.9767 8947.2164 8965.8564 6789000
## 2019-03-11 9087.0174 9087.0174 8956.5371 8956.5371 3792500
## 2019-03-12 9026.4370 9133.6172 9012.4570 9133.6172 5973000
## 2019-03-13 9133.6159 9226.8161 9096.3359 9217.4961 6034000
## 2019-03-14 9310.6974 9310.6974 9175.5572 9254.7773 2794000
## 2019-03-15 9170.8961 9310.6964 9152.2561 9282.7363 6909500
## 2019-03-18 9301.3785 9301.3785 9161.5782 9226.8184 2775000
## 2019-03-19 9292.0569 9292.0569 9166.2366 9175.5566 2173500
## 2019-03-20 9184.8783 9245.4584 9142.9382 9226.8184 3830000
## 2019-03-21 9264.0979 9264.0979 9105.6576 9147.5977 4658500
## 2019-03-22 9212.8363 9226.8163 9147.5961 9161.5762 2706000
## 2019-03-25 9175.5582 9184.8783 9040.4180 9040.4180 5126000
## 2019-03-26 9040.4165 9170.8967 8993.8164 8993.8164 2225500
## 2019-03-27 9003.1367 9100.9969 8998.4767 9096.3369 2002000
## 2019-03-28 9133.6164 9170.8965 9012.4562 9170.8965 2972500
## 2019-03-29 9226.8166 9226.8166 9100.9964 9170.8965 5046000
## 2019-04-01 9175.5578 9184.8778 9119.6377 9180.2178 3215000
## 2019-04-02 9217.4976 9217.4976 9166.2375 9203.5176 3642000
## 2019-04-03 9203.5176 9203.5176 9203.5176 9203.5176 0
## 2019-04-04 9189.5371 9189.5371 9105.6570 9128.9570 2120000
## 2019-04-05 9105.6578 9133.6178 9054.3977 9091.6777 2670500
## 2019-04-08 9138.2767 9180.2167 8961.1963 8993.8164 4217500
## 2019-04-09 9059.0569 9133.6170 9031.0968 9128.9570 3271500
## 2019-04-10 9133.6168 9161.5769 9077.6967 9152.2568 3713000
## 2019-04-11 9114.9770 9119.6370 9063.7169 9068.3770 3010000
## 2019-04-12 9040.4166 9152.2568 9031.0966 9152.2568 3001500
## 2019-04-15 9217.4971 9217.4971 9091.6769 9096.3369 8603000
## 2019-04-16 9156.9167 9217.4968 9059.0565 9208.1768 9376000
## 2019-04-17 9208.1768 9208.1768 9208.1768 9208.1768 0
## 2019-04-18 9413.2171 9417.8771 9133.6166 9208.1768 11425000
## 2019-04-19 9208.1768 9208.1768 9208.1768 9208.1768 0
## 2019-04-22 9208.1779 9208.1779 8970.5175 8998.4775 11023500
## 2019-04-23 9040.4175 9198.8578 9040.4175 9180.2178 7307000
## 2019-04-24 9068.3770 9217.4972 9012.4568 9068.3770 14873000
## 2019-04-25 9007.7962 9021.7763 8593.0555 8648.9756 27116500
## 2019-04-26 8648.9771 8667.6172 8434.6167 8481.2168 25324000
## 2019-04-29 8481.2158 8499.8558 8159.6752 8388.0156 24365000
## 2019-04-30 8388.0166 8490.5368 8378.6966 8481.2168 19369500
## 2019-05-01 8481.2168 8481.2168 8481.2168 8481.2168 0
## 2019-05-02 8481.2152 8560.4353 8378.6950 8429.9551 12988500
## 2019-05-03 8429.9556 8429.9556 8201.6152 8322.7754 14367500
## 2019-05-06 8257.5363 8481.2167 8182.9762 8448.5967 7044500
## 2019-05-07 8453.2547 8485.8748 8294.8145 8294.8145 12761500
## 2019-05-08 8238.8961 8350.7363 8187.6360 8350.7363 14426500
## 2019-05-09 8224.9145 8276.1746 8015.2142 8024.5342 15345500
## 2019-05-10 8033.8551 8294.8156 8033.8551 8238.8955 16378000
## 2019-05-13 8238.8949 8257.5349 8127.0547 8127.0547 6865500
## 2019-05-14 8052.4950 8103.7551 7875.4147 7987.2549 12198500
## 2019-05-15 8005.8948 8089.7749 7828.8145 7828.8145 15858000
## 2019-05-16 7828.8147 7968.6150 7791.5347 7791.5347 18517500
## 2019-05-17 7922.0147 7922.0147 7740.2744 7754.2544 13720500
## 2019-05-20 7828.8152 7945.3155 7786.8752 7884.7354 12193000
## 2019-05-21 7880.0748 7987.2550 7880.0748 7898.7148 12633500
## 2019-05-22 7903.3750 7926.6751 7828.8149 7842.7949 5336000
## 2019-05-23 7828.8146 8052.4950 7828.8146 8033.8550 10304500
## 2019-05-24 8155.0153 8155.0153 8085.1151 8113.0752 6671000
## 2019-05-27 8113.0757 8182.9759 8052.4956 8052.4956 8987000
## 2019-05-28 8052.4954 8131.7155 7922.0151 7922.0151 67192000
## 2019-05-29 7968.6153 8155.0156 7968.6153 8108.4155 14890000
## 2019-05-30 8108.4155 8108.4155 8108.4155 8108.4155 0
## 2019-05-31 8103.6697 8445.2764 8103.6697 8445.2764 16063500
## 2019-06-03 8445.2764 8445.2764 8445.2764 8445.2764 0
## 2019-06-04 8445.2764 8445.2764 8445.2764 8445.2764 0
## 2019-06-05 8445.2764 8445.2764 8445.2764 8445.2764 0
## 2019-06-06 8445.2764 8445.2764 8445.2764 8445.2764 0
## 2019-06-07 8445.2764 8445.2764 8445.2764 8445.2764 0
## 2019-06-10 8426.2988 8540.1677 8340.8971 8473.7441 20845500
## 2019-06-11 8473.7438 8473.7438 8359.8749 8407.3203 8295500
## 2019-06-12 8407.3209 8540.1680 8369.3646 8540.1680 6516500
## 2019-06-13 8525.9350 8535.4240 8378.8543 8521.1904 8692000
## 2019-06-14 8483.2328 8521.1891 8412.0647 8502.2109 8558000
## 2019-06-17 8502.2109 8540.1672 8445.2765 8502.2109 8016500
## 2019-06-18 8497.4674 8654.0371 8492.7228 8654.0371 13299500
## 2019-06-19 8729.9489 8734.6934 8635.0581 8710.9707 11532500
## 2019-06-20 8696.7378 8753.6723 8620.8252 8748.9277 12524500
## 2019-06-21 8748.9277 8748.9277 8521.1899 8597.1025 28048000
## 2019-06-24 8597.1027 8625.5699 8473.7447 8478.4893 10221500
## 2019-06-25 8635.0591 8635.0591 8540.1683 8582.8691 7883500
## 2019-06-26 8540.1678 8568.6350 8459.5107 8506.9561 8068000
## 2019-06-27 8540.1684 8540.1684 8492.7230 8511.7012 12202500
## 2019-06-28 8540.1680 8554.4016 8530.6789 8540.1680 13158000
## 2019-07-01 8549.6570 8578.1243 8450.0218 8540.1680 10045000
## 2019-07-02 8540.1678 8559.1459 8511.7005 8554.4014 6470000
## 2019-07-03 8540.1686 8554.4022 8478.4896 8521.1904 8537500
## 2019-07-04 8521.1902 8540.1684 8521.1902 8535.4238 8033000
## 2019-07-05 8502.2125 8549.6578 8502.2125 8530.6797 7784500
## 2019-07-08 8559.1461 8559.1461 8502.2117 8540.1680 5654500
## 2019-07-09 8540.1676 8568.6348 8530.6785 8544.9121 8196000
## 2019-07-10 8563.8907 8563.8907 8525.9344 8540.1680 7777500
## 2019-07-11 8540.1672 8540.1672 8407.3202 8502.2109 11532000
## 2019-07-12 8540.1686 8540.1686 8450.0224 8497.4678 6548500
## 2019-07-15 8521.1898 8530.6788 8435.7881 8435.7881 8622000
## 2019-07-16 8478.4887 8478.4887 8397.8316 8426.2988 7330000
## 2019-07-17 8426.2997 8521.1904 8426.2997 8521.1904 7233000
## 2019-07-18 8521.1896 8682.5039 8497.4669 8682.5039 10264000
## 2019-07-19 8691.9932 8691.9932 8635.0587 8691.9932 6700500
## 2019-07-22 8691.9947 8691.9947 8549.6585 8592.3594 4966500
## 2019-07-23 8673.0151 8691.9932 8635.0588 8644.5479 8086000
## 2019-07-24 8649.2924 8663.5260 8620.8252 8620.8252 7682000
## 2019-07-25 8620.8259 8639.8041 8530.6797 8530.6797 12683000
## 2019-07-26 8540.1672 8540.1672 8084.6917 8502.2109 20596500
## 2019-07-29 8502.2109 8506.9555 8179.5824 8198.5605 30262500
## 2019-07-30 8331.4090 8331.4090 8089.4376 8170.0947 25277500
## 2019-07-31 8160.6047 8288.7072 8098.9257 8274.4736 25767500
## 2019-08-01 8274.4739 8701.4823 8255.4958 8644.5479 42201500
## 2019-08-02 8492.7226 8639.8033 8374.1091 8540.1680 17366500
## 2019-08-05 8355.1311 8492.7227 8307.6857 8317.1748 11157500
## 2019-08-06 8312.4301 8492.7226 8198.5612 8412.0654 16009500
## 2019-08-07 8412.0653 8549.6569 8412.0653 8506.9561 11356000
## 2019-08-08 8535.4231 8549.6567 8440.5324 8473.7441 13177000
## 2019-08-09 8535.4233 8549.6569 8506.9561 8506.9561 8400000
## 2019-08-12 8540.1684 8540.1684 8426.2995 8535.4238 4298500
## 2019-08-13 8535.4222 8535.4222 8369.3634 8402.5752 11396000
## 2019-08-14 8483.2341 8535.4240 8345.6425 8521.1904 7387500
## 2019-08-15 8369.3645 8483.2334 8350.3863 8483.2334 10298000
## 2019-08-16 8530.6793 8540.1684 8426.2995 8535.4238 6083000
## 2019-08-19 8559.1453 8559.1453 8431.0428 8445.2764 6630500
## 2019-08-20 8540.1691 8587.6145 8535.4246 8573.3809 11163000
## 2019-08-21 8578.1243 8582.8688 8502.2117 8516.4453 9075500
## 2019-08-22 8540.1681 8597.1025 8535.4235 8597.1025 7765500
## 2019-08-23 8597.1020 8729.9491 8568.6348 8696.7373 9615000
## 2019-08-26 8540.1677 8710.9711 8473.7442 8706.2266 7562500
## 2019-08-27 8729.9495 9024.1108 8720.4604 8971.9209 30809500
## 2019-08-28 8971.9202 9123.7454 8967.1756 9085.7891 17452000
## 2019-08-29 9109.5131 9123.7467 9024.1114 9081.0459 11929000
## 2019-08-30 9104.7674 9294.5489 8981.4094 9270.8262 18651000
## 2019-09-02 9247.1041 9247.1041 9090.5344 9100.0234 7859000
## 2019-09-03 9100.0242 9199.6595 8986.1552 9009.8779 8994500
## 2019-09-04 8981.4101 9109.5126 8924.4756 9028.8555 6995500
## 2019-09-05 9028.8542 9123.7449 8962.4307 9114.2559 10878500
## 2019-09-06 9066.8123 9066.8123 8929.2207 8929.2207 6405500
## 2019-09-09 9019.3654 9076.2998 8943.4528 9052.5771 5419000
## 2019-09-10 9038.3443 9043.0889 8957.6872 9043.0889 7449000
## 2019-09-11 8995.6432 8995.6432 8796.3726 8848.5625 15294000
## 2019-09-12 8891.2643 8900.7533 8710.9718 8744.1836 7347000
## 2019-09-13 8744.1831 8843.8184 8744.1831 8843.8184 4853500
## 2019-09-16 8848.5622 8910.2412 8786.8832 8910.2412 9070000
## 2019-09-17 8938.7084 8938.7084 8872.2849 8910.2412 13025000
## 2019-09-18 8867.5418 8910.2427 8834.3300 8858.0527 8172500
## 2019-09-19 8905.4968 8905.4968 8834.3287 8839.0732 5096000
## 2019-09-20 8839.0741 8862.7968 8758.4170 8758.4170 17498000
## 2019-09-23 8910.2425 8976.6660 8843.8190 8976.6660 7890500
## 2019-09-24 8976.6654 8976.6654 8805.8621 8971.9209 7827500
## 2019-09-25 8967.1768 8967.1768 8824.8407 8919.7314 7335500
## 2019-09-26 8919.7305 8919.7305 8858.0515 8872.2852 8141500
## 2019-09-27 8872.2861 8957.6877 8867.5415 8919.7314 4740000
## 2019-09-30 8872.2852 8872.2852 8767.9054 8824.8398 16251500
## 2019-10-01 8848.5624 8853.3069 8753.6717 8767.9053 4559000
## 2019-10-02 8767.9045 8853.3061 8625.5684 8625.5684 11275500
## 2019-10-03 8616.0804 8635.0585 8497.4669 8554.4014 4972500
## 2019-10-04 8635.0588 8720.4605 8554.4017 8620.8252 3978500
## 2019-10-07 8620.8254 8625.5699 8350.3867 8350.3867 9297000
## 2019-10-08 8369.3641 8540.1675 8369.3641 8487.9775 7417000
## 2019-10-09 8388.3428 8450.0218 8388.3428 8388.3428 3110000
## 2019-10-10 8416.8103 8440.5330 8326.6641 8326.6641 4056500
## 2019-10-11 8331.4087 8383.5986 8331.4087 8383.5986 3231000
## 2019-10-14 8388.3419 8487.9772 8369.3638 8445.2764 5184000
## 2019-10-15 8445.2773 8535.4235 8426.2991 8492.7227 7670000
## 2019-10-16 8511.7010 8654.0371 8511.7010 8654.0371 9784500
## 2019-10-17 8654.0369 8729.9495 8492.7227 8492.7227 13035500
## 2019-10-18 8492.7221 8492.7221 8103.6700 8184.3271 21716000
## 2019-10-21 8184.3273 8255.4953 8184.3273 8241.2617 6865500
## 2019-10-22 8241.2622 8345.6420 8236.5176 8340.8975 12824000
## 2019-10-23 8340.8962 8412.0643 8260.2391 8402.5752 7454000
## 2019-10-24 8407.3197 8412.0643 8350.3853 8402.5752 12462500
## 2019-10-25 8402.5760 8402.5760 8165.3491 8189.0718 16448000
## 2019-10-28 8198.5616 8302.9415 8198.5616 8255.4961 7270000
## 2019-10-29 8255.4959 8274.4740 8217.5396 8269.7295 10711000
## 2019-10-30 8397.8316 8397.8316 8179.5829 8274.4736 10075500
## 2019-10-31 8331.4090 8359.8763 8255.4964 8298.1973 10841500
## 2019-11-01 8208.0505 8293.4521 8208.0505 8293.4521 5072500
## 2019-11-04 8298.1977 8317.1758 8165.3506 8165.3506 6687500
## 2019-11-05 8236.5173 8321.9189 8179.5828 8321.9189 8690500
## 2019-11-06 8321.9185 8321.9185 8212.7941 8246.0059 6230500
## 2019-11-07 8312.4310 8312.4310 8179.5839 8227.0293 8469000
## 2019-11-08 8217.5390 8222.2835 8174.8382 8189.0718 5199500
## 2019-11-11 8198.5613 8212.7949 8155.8605 8212.7949 5530500
## 2019-11-12 8212.7942 8212.7942 8122.6479 8198.5605 7759000
## 2019-11-13 8189.0722 8189.0722 8027.7579 8032.5024 9261000
## 2019-11-14 8037.2472 8122.6489 8037.2472 8122.6489 5768500
## 2019-11-15 8079.9470 8079.9470 8008.7789 8013.5234 9221000
## 2019-11-18 8013.5241 8023.0132 7970.8233 7999.2905 7779500
## 2019-11-19 7999.2909 8122.6489 7989.8019 8122.6489 6868000
## 2019-11-20 8094.1808 8103.6699 7994.5455 8075.2026 7245000
## 2019-11-21 8065.7136 8065.7136 7970.8228 7975.5674 11587500
## 2019-11-22 7975.5678 8041.9914 7970.8233 7999.2905 6406500
## 2019-11-25 7989.8012 8013.5239 7928.1222 7985.0566 8773500
## 2019-11-26 8027.7578 8027.7578 7875.9326 7875.9326 34735000
## 2019-11-27 7875.9327 7970.8235 7781.0420 7781.0420 8223000
## 2019-11-28 7781.0425 7999.2912 7781.0425 7932.8677 9734000
## 2019-11-29 7904.4004 8037.2475 7899.6559 7932.8677 10553000
## 2019-12-02 7932.8676 8132.1382 7932.8676 8132.1382 9898000
## 2019-12-03 8176.2303 8204.9861 8070.7924 8181.0229 6575000
## 2019-12-04 8166.6443 8166.6443 8042.0358 8051.6211 8455000
## 2019-12-05 8051.6212 8147.4738 8051.6212 8080.3770 5020000
## 2019-12-06 8070.7921 8109.1331 8051.6215 8099.5479 6634500
## 2019-12-09 8099.5472 8118.7177 8070.7914 8104.3398 6782000
## 2019-12-10 8104.3400 8113.9252 8065.9989 8085.1694 10179000
## 2019-12-11 8147.4736 8147.4736 8018.0726 8070.7915 8613500
## 2019-12-12 8003.6955 8070.7923 7859.9165 7859.9165 13365500
## 2019-12-13 7936.5977 7955.7683 7859.9156 7903.0493 12891500
## 2019-12-16 7907.8425 7931.8056 7840.7456 7840.7456 12503000
## 2019-12-17 7840.7456 7883.8793 7840.7456 7855.1235 10837000
## 2019-12-18 7855.1233 7864.7086 7783.2339 7845.5381 15872500
## 2019-12-19 7845.5380 7869.5011 7773.6485 7802.4043 14785500
## 2019-12-20 7802.4050 7979.7324 7735.3082 7979.7324 19230000
## 2019-12-23 7979.7323 7989.3175 7840.7459 7984.5249 11073000
## 2019-12-26 7984.5240 8147.4734 7984.5240 8137.8882 9169000
## 2019-12-27 8147.4738 8224.1559 8147.4738 8204.9854 7352500
## 2019-12-30 8204.9853 8238.5337 8051.6211 8051.6211 13919000
## 2020-01-02 8147.4741 8339.1793 8147.4741 8195.4004 11059800
## 2020-01-03 8315.2159 8315.2159 8195.4001 8219.3633 8071700
## 2020-01-06 8219.3634 8243.3265 8003.6949 8123.5107 7913300
## 2020-01-07 8123.5110 8147.4742 8051.6215 8099.5479 5793000
## 2020-01-08 8099.5482 8099.5482 7931.8061 7979.7324 8261400
## 2020-01-09 8003.6953 8075.5848 7907.8427 8003.6953 9224300
## 2020-01-10 8051.6212 8051.6212 7907.8423 7907.8423 14849800
## 2020-01-13 7931.8053 8051.6211 7931.8053 8051.6211 8904800
## 2020-01-14 8051.6213 8147.4739 7955.7686 8123.5107 11761100
## 2020-01-15 8123.5107 8171.4371 8003.6949 8123.5107 14965200
## 2020-01-16 8123.5108 8123.5108 8003.6950 8075.5845 9151100
## 2020-01-17 8075.5843 8075.5843 8003.6948 8051.6211 5501800
## 2020-01-20 8051.6219 8075.5851 7979.7324 7979.7324 5343800
## 2020-01-21 7979.7324 8027.6587 7955.7693 7979.7324 5211000
## 2020-01-22 8027.6585 8027.6585 7883.8796 7955.7690 4975800
## 2020-01-23 7955.7693 8027.6587 7931.8061 7979.7324 3400500
## 2020-01-24 7979.7321 7979.7321 7811.9900 7835.9531 7927900
## 2020-01-27 7835.9530 7955.7688 7740.1004 7931.8057 7078300
## 2020-01-28 7931.8054 7955.7686 7764.0633 7907.8423 8825000
## 2020-01-29 7907.8423 7955.7686 7883.8791 7907.8423 4723100
## 2020-01-30 7907.8430 7907.8430 7811.9904 7883.8799 4297800
## 2020-01-31 7883.8794 7883.8794 7620.2847 7620.2847 17743300
## 2020-02-03 7620.2848 7740.1006 7476.5058 7524.4321 8731500
## 2020-02-04 7524.4323 7620.2850 7524.4323 7548.3955 8182500
## 2020-02-05 7572.3587 7764.0640 7524.4324 7764.0640 7284300
## 2020-02-06 7764.0636 7764.0636 7620.2847 7620.2847 10884300
## 2020-02-07 7620.2842 7644.2474 7572.3579 7572.3579 11461800
## 2020-02-10 7572.3587 7596.3218 7476.5060 7548.3955 6277000
## 2020-02-11 7524.4321 7548.3953 7500.4690 7524.4321 5773900
## 2020-02-12 7500.4687 7524.4319 7260.8371 7284.8003 17269400
## 2020-02-13 7260.8373 7284.8005 7045.1689 7093.0952 13678700
## 2020-02-14 7093.0949 7308.7633 6997.2423 7164.9844 8792800
## 2020-02-17 7164.9847 7188.9479 7021.2057 7093.0952 8267100
## 2020-02-18 7045.1689 7164.9847 7021.2057 7093.0952 11377400
## 2020-02-19 7093.0949 7188.9475 7069.1317 7164.9844 7178400
## 2020-02-20 7188.9481 7380.6534 7164.9849 7332.7271 11991000
## 2020-02-21 7332.7267 7332.7267 7164.9846 7188.9478 9864100
## 2020-02-24 7093.0951 7117.0583 6925.3530 6925.3530 11614600
## 2020-02-25 6853.4637 7045.1690 6781.5742 6997.2427 14739700
## 2020-02-26 6949.3164 7069.1322 6901.3900 6997.2427 10567900
## 2020-02-27 6997.2423 6997.2423 6733.6476 6853.4634 13251400
## 2020-02-28 6781.5740 6781.5740 6446.0897 6541.9424 34476300
## 2020-03-02 6541.9426 6901.3899 6517.9794 6613.8320 20747600
## 2020-03-03 6805.5373 6901.3900 6661.7584 6829.5005 27945100
## 2020-03-04 6829.5007 7141.0218 6805.5375 7117.0586 16142200
## 2020-03-05 7164.9847 7284.8005 7069.1321 7093.0952 12512400
## 2020-03-06 7069.1320 7164.9846 6925.3530 7141.0215 10982200
## 2020-03-09 6709.6843 6901.3896 6613.8317 6733.6475 21278700
## 2020-03-10 6733.6481 7069.1324 6733.6481 6805.5376 14816900
## 2020-03-11 6805.5374 7141.0216 6781.5742 6997.2427 19638900
## 2020-03-12 6925.3530 7141.0215 6709.6846 6925.3530 20637800
## 2020-03-13 6925.3530 6925.3530 6925.3530 6925.3530 0
## 2020-03-16 7164.9849 7188.9480 6685.7217 6685.7217 18254300
## 2020-03-17 6685.7214 6877.4267 6230.4214 6230.4214 29370900
## 2020-03-18 6374.2003 6374.2003 5799.0845 5799.0845 34350500
## 2020-03-19 5799.0849 5894.9375 5415.6743 5415.6743 13743300
## 2020-03-20 5247.9319 6206.4583 5056.2266 5966.8267 45224600
## 2020-03-23 5870.9742 5966.8268 5559.4531 5559.4531 16961000
## 2020-03-24 5655.3056 5847.0109 5343.7846 5439.6372 19279500
## 2020-03-26 5583.4161 6517.9793 5583.4161 6494.0161 29296900
## 2020-03-27 6709.6843 7404.6159 6230.4211 6517.9790 30521200
## 2020-03-30 6494.0165 6517.9796 6062.6796 6158.5322 18135300
## 2020-03-31 6326.2738 6949.3159 6326.2738 6949.3159 27011000
## 2020-04-01 6949.3160 7164.9844 6709.6844 6853.4634 13801800
## 2020-04-02 6853.4635 6925.3530 6637.7951 6925.3530 11148700
## 2020-04-03 6925.3534 6949.3166 6637.7955 6805.5376 18556300
## 2020-04-06 6829.5006 6997.2427 6805.5374 6997.2427 8882300
## 2020-04-07 7045.1688 7284.8004 6757.6109 6973.2793 11884600
## 2020-04-08 6949.3163 6949.3163 6517.9794 6829.5005 14428900
## 2020-04-09 6709.6843 6949.3159 6613.8317 6949.3159 8617000
## 2020-04-13 6949.3166 6949.3166 6757.6113 6805.5376 4282500
## 2020-04-14 6805.5371 6853.4634 6733.6476 6853.4634 6534300
## 2020-04-15 6853.4638 6901.3901 6637.7954 6685.7217 11877300
## 2020-04-16 6685.7218 6685.7218 6326.2744 6374.2007 17260700
## 2020-04-17 6517.9797 6661.7586 6517.9797 6589.8691 11696600
## 2020-04-20 6613.8319 6781.5740 6589.8688 6709.6846 13853300
## 2020-04-21 6709.6844 6781.5739 6565.9054 6637.7949 10394700
## 2020-04-22 6709.6850 6853.4639 6517.9797 6805.5376 10220900
## 2020-04-23 6805.5372 7380.6530 6757.6109 7188.9478 26530100
## 2020-04-24 7093.0951 7380.6530 7045.1688 7188.9478 28075100
## 2020-04-27 7188.9478 7404.6162 7117.0583 7188.9478 9643200
## 2020-04-28 7212.9111 7596.3216 7212.9111 7524.4321 21296700
## 2020-04-29 7572.3588 7692.1746 7332.7272 7668.2114 16761500
## 2020-04-30 7668.2109 8099.5478 7668.2109 7931.8057 28226900
## 2020-05-04 7907.8424 7907.8424 7524.4318 7596.3213 17119000
## 2020-05-05 7668.2111 7955.7690 7644.2480 7955.7690 18737600
## 2020-05-06 7955.7692 7979.7324 7716.1376 7764.0640 11498100
## 2020-05-08 7788.0267 7859.9162 7596.3214 7716.1372 11108900
## 2020-05-11 7716.1374 7907.8427 7716.1374 7740.1006 8239200
## 2020-05-12 7764.0636 7883.8794 7692.1742 7835.9531 11132700
## 2020-05-13 7835.9528 7907.8423 7716.1370 7907.8423 9910100
## 2020-05-14 7883.8796 7955.7690 7788.0269 7955.7690 11861700
## 2020-05-15 7955.7685 8243.3264 7931.8054 8219.3633 23052700
## 2020-05-18 8435.0318 8435.0318 7979.7318 8123.5107 13193900
## 2020-05-19 8075.5844 8219.3633 7907.8423 7907.8423 12088400
## 2020-05-20 7907.8425 8003.6951 7668.2109 7716.1372 16948600
## 2020-05-26 7716.1371 7931.8055 7716.1371 7811.9897 27690800
## 2020-05-27 7668.2112 7907.8428 7668.2112 7859.9165 15919300
## 2020-05-28 7859.9159 7955.7686 7668.2107 7692.1738 27680500
## 2020-05-29 7716.1375 7788.0270 7428.5796 7428.5796 90601000
## 2020-06-02 7524.4324 7859.9166 7476.5060 7764.0640 27780700
## 2020-06-03 7859.9167 8099.5483 7788.0272 7883.8799 23576100
## 2020-06-04 7907.8426 7979.7321 7764.0636 7835.9531 16634700
## 2020-06-05 7835.9530 7859.9162 7644.2477 7716.1372 18066100
## 2020-06-08 7764.0639 7883.8797 7692.1744 7859.9165 12675400
## 2020-06-09 7907.8427 8123.5112 7859.9164 7955.7690 26608700
## 2020-06-10 8123.5113 8123.5113 7811.9902 7859.9165 15919600
## 2020-06-11 7859.9165 7955.7691 7764.0639 7859.9165 19429200
## 2020-06-12 7859.9165 7859.9165 7668.2112 7859.9165 10835600
## 2020-06-15 7859.9162 7955.7688 7835.9530 7931.8057 14159100
## 2020-06-16 7979.7320 8051.6215 7907.8425 7931.8057 12197800
## 2020-06-17 7931.8057 7979.7320 7811.9899 7931.8057 10800100
## 2020-06-18 7883.8793 7883.8793 7716.1372 7716.1372 15200400
## 2020-06-19 7764.0635 7811.9898 7716.1372 7716.1372 12756000
## 2020-06-22 7811.9898 7811.9898 7692.1740 7716.1372 11487400
## 2020-06-23 7716.1377 7764.0641 7668.2114 7668.2114 5947400
## 2020-06-24 7716.1374 7788.0269 7668.2111 7740.1006 10739900
## 2020-06-25 7716.1369 7764.0632 7572.3579 7572.3579 13066500
## 2020-06-26 7692.1737 7692.1737 7500.4684 7572.3579 15566700
## 2020-06-29 7596.3213 7620.2844 7476.5055 7596.3213 11377500
## 2020-06-30 7596.3211 7668.2105 7524.4316 7572.3579 10394200
## 2020-07-01 7596.3212 7620.2843 7428.5791 7476.5054 10729600
## 2020-07-02 7476.5056 7716.1372 7476.5056 7716.1372 15082500
## 2020-07-03 7668.2105 7740.1000 7572.3579 7572.3579 8394200
## 2020-07-06 7620.2842 7668.2105 7548.3948 7572.3579 17782600
## 2020-07-07 7596.3213 7668.2108 7524.4318 7596.3213 14181500
## 2020-07-08 7596.3218 7811.9903 7572.3587 7764.0640 19068800
## 2020-07-09 7764.0638 7835.9533 7644.2480 7644.2480 12857400
## 2020-07-10 7620.2844 7668.2108 7596.3213 7596.3213 9371900
## 2020-07-13 7620.2844 7716.1370 7596.3212 7692.1738 7824700
## 2020-07-14 7692.1743 7764.0637 7668.2111 7740.1006 6440700
## 2020-07-15 7764.0635 7788.0267 7716.1372 7716.1372 10766900
## 2020-07-16 7716.1376 7811.9903 7716.1376 7764.0640 10655000
## 2020-07-17 7764.0632 7788.0264 7572.3579 7788.0264 5335500
## 2020-07-20 7788.0264 7811.9895 7692.1737 7788.0264 9056400
## 2020-07-21 7788.0272 7788.0272 7668.2114 7668.2114 12476400
## 2020-07-22 7764.0641 7859.9167 7668.2114 7668.2114 10728700
## 2020-07-23 7692.1740 7740.1004 7644.2477 7716.1372 18413300
## 2020-07-24 7740.1004 7764.0635 7668.2109 7716.1372 12211100
## 2020-07-27 7764.0637 7764.0637 7668.2111 7740.1006 6391600
## 2020-07-28 7740.1003 7811.9897 7740.1003 7811.9897 16665100
## 2020-07-29 7811.9897 7955.7686 7788.0265 7907.8423 18793500
## 2020-07-30 7907.8421 8051.6211 7859.9158 8051.6211 19708600
## 2020-08-03 8051.6212 8099.5476 7764.0633 7907.8423 19125400
## 2020-08-04 8003.6957 8003.6957 7811.9904 7883.8799 13251900
## 2020-08-05 7987.7933 8012.0723 7866.3982 8012.0723 10465900
## 2020-08-06 8036.3514 8060.6304 7914.9563 7939.2354 12406300
## 2020-08-07 7939.2353 7987.7933 7842.1192 7890.6772 8987900
## 2020-08-10 7890.6774 7963.5145 7866.3984 7866.3984 7982000
## 2020-08-11 7890.6774 7914.9564 7817.8403 7817.8403 16657800
## 2020-08-12 7842.1193 7890.6774 7793.5613 7817.8403 11451200
## 2020-08-13 7842.1193 7939.2354 7817.8403 7939.2354 11271500
## 2020-08-14 7939.2356 8012.0727 7914.9566 7963.5146 13065900
## 2020-08-18 7987.7935 8012.0725 7939.2354 7987.7935 12267900
## 2020-08-19 7987.7937 8036.3517 7963.5146 7963.5146 9945900
## 2020-08-24 7987.7934 8036.3514 7939.2354 7939.2354 8029000
## 2020-08-25 7939.2356 8012.0727 7939.2356 7963.5146 11597200
## 2020-08-26 7963.5146 8012.0727 7963.5146 7963.5146 14121900
## 2020-08-27 7963.5143 8012.0723 7939.2352 8012.0723 11343100
## 2020-08-28 8012.0723 8036.3513 7963.5143 8012.0723 13210800
## 2020-08-31 8036.3515 8036.3515 7914.9564 7987.7935 17339800
## 2020-09-01 8109.1885 8109.1885 7914.9564 7987.7935 15367200
## 2020-09-02 8060.6306 8060.6306 7890.6775 7914.9565 17081900
## 2020-09-03 7914.9563 7987.7934 7914.9563 7939.2354 9683100
## 2020-09-04 7963.5140 8157.7461 7890.6770 8157.7461 14782100
## 2020-09-07 8157.7468 8157.7468 8012.0727 8133.4678 14396400
## 2020-09-08 8133.4678 8133.4678 8084.9098 8133.4678 5156800
## 2020-09-09 7987.7933 8084.9093 7987.7933 8012.0723 11364100
## 2020-09-10 7963.5145 7963.5145 7672.1664 7745.0034 25116900
## 2020-09-11 7623.6082 8060.6304 7575.0502 8060.6304 8948800
## 2020-09-14 8084.9097 8084.9097 7890.6776 7963.5146 17218200
## 2020-09-15 7963.5145 7987.7935 7817.8404 7866.3984 11223900
## 2020-09-16 7866.3987 7914.9568 7769.2827 7769.2827 3827300
## 2020-09-17 7793.5616 7866.3986 7769.2826 7842.1196 2734700
## 2020-09-18 7866.3981 7890.6771 7793.5610 7793.5610 8783200
## 2020-09-21 7793.5617 7842.1197 7720.7247 7769.2827 3295800
## 2020-09-22 7672.1666 7769.2826 7672.1666 7720.7246 7428400
## 2020-09-23 7720.7243 7769.2823 7672.1663 7696.4453 9067300
## 2020-09-24 7623.6083 7672.1663 7550.7713 7575.0503 7510400
## 2020-09-25 7623.6083 7745.0033 7550.7713 7696.4453 8029400
## 2020-09-28 7647.8870 7720.7240 7647.8870 7672.1660 5378100
## 2020-09-29 7672.1664 7963.5145 7672.1664 7745.0034 7464700
## 2020-09-30 7817.8404 7866.3984 7720.7244 7866.3984 5521300
## 2020-10-01 7842.1190 7866.3981 7745.0030 7793.5610 4384800
## 2020-10-02 7720.7247 7769.2827 7720.7247 7769.2827 3689800
## 2020-10-05 7866.3986 7866.3986 7769.2826 7842.1196 7906400
## 2020-10-06 7866.3985 7890.6775 7720.7244 7745.0034 6818900
## 2020-10-07 7745.0037 7793.5617 7696.4457 7769.2827 7614400
## 2020-10-08 7769.2820 7817.8400 7720.7240 7793.5610 5225600
## 2020-10-09 7793.5613 7817.8403 7745.0033 7817.8403 4652000
## 2020-10-12 7866.3987 7866.3987 7720.7246 7720.7246 6704300
## 2020-10-13 7720.7244 7745.0034 7672.1664 7745.0034 5744000
## 2020-10-14 7745.0033 7745.0033 7672.1663 7696.4453 9576500
## 2020-10-15 7696.4453 7745.0033 7672.1663 7696.4453 6237200
## 2020-10-16 7696.4457 7769.2827 7672.1667 7769.2827 4947200
## 2020-10-19 7769.2820 7793.5610 7672.1660 7672.1660 6586600
## 2020-10-20 7720.7247 7769.2827 7672.1667 7769.2827 4784600
## 2020-10-21 7769.2826 7793.5616 7720.7246 7720.7246 8550600
## 2020-10-22 7720.7244 7769.2824 7623.6084 7623.6084 9883400
## 2020-10-23 7599.3293 7720.7243 7575.0503 7696.4453 7956200
## 2020-10-26 7720.7247 7720.7247 7647.8877 7647.8877 5298300
## 2020-10-27 7647.8871 7672.1661 7526.4921 7599.3291 13298500
## 2020-11-02 7599.3292 7599.3292 7380.8182 7405.0972 17741500
## 2020-11-03 7502.2131 7623.6081 7429.3761 7599.3291 8572700
## 2020-11-04 7623.6083 7720.7243 7575.0503 7575.0503 6185300
## 2020-11-05 7720.7240 7745.0030 7550.7710 7672.1660 9875000
## 2020-11-06 7672.1666 7866.3986 7599.3295 7842.1196 18386900
## 2020-11-09 7842.1197 7866.3987 7623.6086 7720.7246 15537900
## 2020-11-10 7817.8404 7817.8404 7575.0503 7575.0503 25530300
## 2020-11-11 7623.6082 7647.8872 7526.4922 7526.4922 22515700
## 2020-11-12 7526.4923 7599.3293 7526.4923 7575.0503 11094800
## 2020-11-13 7599.3292 7647.8872 7526.4922 7526.4922 6119200
## 2020-11-16 7575.0504 7623.6084 7477.9344 7502.2134 14162300
## 2020-11-17 7502.2135 7575.0505 7502.2135 7550.7715 16284000
## 2020-11-18 7575.0503 7672.1663 7575.0503 7575.0503 20505800
## 2020-11-19 7575.0505 7623.6085 7526.4925 7550.7715 12509800
## 2020-11-20 7550.7714 7599.3294 7502.2134 7502.2134 11720600
## 2020-11-23 7575.0501 7647.8871 7526.4921 7599.3291 13048300
## 2020-11-24 7623.6084 7672.1664 7623.6084 7623.6084 13733400
## 2020-11-25 7623.6084 7672.1664 7502.2134 7502.2134 20714100
## 2020-11-26 7526.4922 7575.0502 7526.4922 7526.4922 9155400
## 2020-11-27 7526.4922 7575.0502 7502.2132 7526.4922 17354300
## 2020-11-30 7526.4924 7575.0504 7453.6554 7502.2134 43997600
## 2020-12-01 7513.9997 7612.2219 7513.9997 7563.1108 15747200
## 2020-12-02 7587.6667 7587.6667 7489.4444 7514.0000 23596500
## 2020-12-03 7514.0001 7538.5556 7391.2223 7415.7778 30312300
## 2020-12-04 7440.3331 7513.9998 7440.3331 7464.8887 10334600
## 2020-12-07 7489.4441 7612.2218 7489.4441 7538.5552 18574500
## 2020-12-08 7563.1110 7661.3332 7464.8888 7489.4443 21827800
## 2020-12-10 7538.5556 7587.6667 7415.7778 7415.7778 19499000
## 2020-12-11 7440.3331 7464.8886 7317.5553 7342.1108 18572300
## 2020-12-14 7366.6665 7415.7776 7342.1109 7366.6665 14561300
## 2020-12-15 7366.6664 7415.7775 7317.5553 7342.1108 11350700
## 2020-12-16 7366.6665 7440.3332 7342.1109 7366.6665 14947200
## 2020-12-17 7366.6667 7415.7778 7293.0000 7293.0000 19682500
## 2020-12-18 7292.9998 7538.5553 7292.9998 7464.8887 35360700
## 2020-12-21 7464.8888 7563.1110 7464.8888 7489.4443 20648100
## 2020-12-22 7489.4442 7513.9997 7317.5553 7342.1108 13101600
## 2020-12-23 7415.7778 7415.7778 7170.2222 7293.0000 13560700
## 2020-12-28 7366.6663 7366.6663 7243.8885 7317.5552 8543700
## 2020-12-29 7317.5552 7342.1108 7219.3330 7219.3330 8044100
## 2020-12-30 7317.5552 7415.7774 7219.3330 7219.3330 11852400
## 2021-01-04 7317.5553 7366.6664 7219.3331 7342.1108 8203000
## 2021-01-05 7342.1109 7366.6664 7243.8887 7243.8887 11869900
## 2021-01-06 7243.8889 7268.4444 7047.4444 7072.0000 24431200
## 2021-01-07 7072.0000 7121.1111 6998.3333 7072.0000 14692600
## 2021-01-08 7121.1110 7145.6666 6998.3332 7047.4443 24667000
## 2021-01-11 7047.4444 7219.3333 6973.7778 7072.0000 25591700
## 2021-01-12 7121.1112 7145.6667 6973.7778 6973.7778 20896700
## 2021-01-13 7071.9997 7071.9997 6875.5553 6900.1108 28188400
## 2021-01-14 6900.1107 6949.2218 6875.5552 6875.5552 27720000
## 2021-01-15 6875.5554 6924.6666 6801.8888 6826.4443 18780400
## 2021-01-18 6826.4443 7391.2221 6777.3332 7366.6665 44943900
## 2021-01-19 7661.3330 7857.7774 7391.2219 7440.3330 108575300
## 2021-01-20 7464.8888 7538.5554 7194.7777 7268.4443 34817000
## 2021-01-21 7268.4445 7366.6667 7194.7778 7194.7778 16702700
## 2021-01-22 7243.8887 7268.4443 7096.5554 7145.6665 14718800
## 2021-01-25 7145.6664 7194.7775 6900.1108 7121.1108 17025000
## 2021-01-26 7145.6664 7342.1108 7047.4442 7121.1108 17948000
## 2021-01-27 7194.7774 7219.3330 6924.6663 6998.3330 14628000
## 2021-01-28 6973.7777 7047.4444 6801.8888 6949.2222 20723700
## 2021-01-29 6949.2220 7096.5553 6777.3331 6801.8887 36432100
## 2021-02-01 6777.3331 6973.7775 6679.1108 6900.1108 15324400
## 2021-02-02 6973.7774 6998.3329 6826.4441 6875.5552 11678200
## 2021-02-03 6973.7777 7194.7777 6875.5554 7047.4443 16730800
## 2021-02-04 7121.1111 7194.7777 7047.4444 7170.2222 17606900
## 2021-02-05 7194.7774 7219.3329 7071.9996 7096.5552 11295000
## 2021-02-08 7096.5556 7121.1112 6973.7778 6973.7778 14010900
## 2021-02-09 7022.8889 7047.4445 6900.1112 6973.7778 10394200
## 2021-02-10 7022.8887 7022.8887 6900.1109 7022.8887 6019200
## 2021-02-11 7047.4443 7047.4443 6973.7777 7047.4443 3700200
## 2021-02-15 7047.4443 7047.4443 6900.1109 6924.6665 8252200
## 2021-02-16 6973.7775 6973.7775 6875.5553 6900.1108 11529000
## 2021-02-17 6875.5556 6973.7778 6851.0001 6973.7778 6980200
## 2021-02-18 6949.2222 6973.7778 6851.0000 6851.0000 11085900
## 2021-02-19 6850.9999 6850.9999 6777.3332 6826.4443 8791400
## 2021-02-22 6851.0001 6875.5556 6752.7778 6752.7778 14949100
## 2021-02-23 6777.3333 6801.8888 6679.1111 6728.2222 12860600
## 2021-02-24 6728.2222 6826.4444 6728.2222 6728.2222 10340700
## 2021-02-25 6728.2218 6777.3329 6629.9996 6654.5552 14021800
## 2021-02-26 6629.9996 6875.5552 6556.3330 6875.5552 26873400
## 2021-03-01 6875.5554 6875.5554 6679.1109 6703.6665 13054100
## 2021-03-02 6703.6665 6728.2221 6605.4443 6703.6665 17348900
## 2021-03-03 6703.6667 6777.3334 6654.5556 6752.7778 8276700
## 2021-03-04 6752.7777 6752.7777 6605.4443 6605.4443 10778200
## 2021-03-05 6580.8888 6629.9999 6556.3332 6605.4443 6029300
## 2021-03-08 6679.1112 6679.1112 6507.2223 6531.7778 10141900
## 2021-03-09 6580.8885 6580.8885 6359.8885 6433.5552 18687300
## 2021-03-10 6458.1108 6507.2219 6408.9997 6458.1108 6458000
## 2021-03-12 6458.1109 6580.8887 6458.1109 6580.8887 6978300
## 2021-03-15 6580.8886 6605.4442 6458.1108 6458.1108 12546500
## 2021-03-16 6458.1107 6531.7774 6408.9996 6433.5552 12107300
## 2021-03-17 6433.5553 6482.6664 6359.8887 6359.8887 10231700
## 2021-03-18 6384.4443 6482.6665 6384.4443 6482.6665 12740200
## 2021-03-19 6482.6667 6630.0000 6409.0000 6630.0000 24004400
## 2021-03-22 6629.9998 6654.5553 6556.3331 6580.8887 6044900
## 2021-03-23 6556.3333 6679.1111 6556.3333 6630.0000 8836500
## 2021-03-24 6605.4442 6629.9997 6433.5553 6458.1108 11037200
## 2021-03-25 6482.6667 6531.7778 6384.4445 6531.7778 10704500
## 2021-03-26 6531.7776 6580.8887 6482.6665 6482.6665 5548000
## 2021-03-29 6482.6666 6654.5554 6458.1110 6605.4443 11959200
## 2021-03-30 6580.8885 6605.4441 6408.9996 6433.5552 14708700
## 2021-03-31 6482.6664 6482.6664 6335.3331 6458.1108 14361800
## 2021-04-01 6458.1111 6580.8888 6408.9999 6507.2222 9105000
## 2021-04-05 6507.2220 6507.2220 6359.8887 6359.8887 5799200
## 2021-04-06 6384.4442 6408.9998 6335.3331 6359.8887 5009900
## 2021-04-07 6359.8889 6433.5556 6335.3333 6409.0000 5096500
## 2021-04-08 6408.9998 6679.1109 6408.9998 6482.6665 10879400
## 2021-04-09 6482.6664 6507.2220 6359.8887 6359.8887 9479200
## 2021-04-12 6384.4441 6433.5552 6187.9996 6212.5552 15823700
## 2021-04-13 6237.1108 6237.1108 6040.6663 6114.3330 12975200
## 2021-04-14 6138.8889 6212.5556 6114.3333 6188.0000 5450700
## 2021-04-15 6187.9999 6286.2222 6114.3333 6286.2222 8910100
## 2021-04-16 6286.2218 6335.3329 6138.8885 6212.5552 7481000
## 2021-04-19 6237.1111 6261.6667 6114.3333 6188.0000 7032700
## 2021-04-20 6187.9997 6187.9997 6040.6663 6114.3330 13695800
## 2021-04-21 6040.6663 6089.7774 5991.5552 5991.5552 14082200
## 2021-04-22 5991.5553 6040.6664 5966.9997 6016.1108 12095300
## 2021-04-23 6040.6667 6040.6667 5917.8889 5967.0000 11471100
## 2021-04-26 5966.9997 6089.7775 5966.9997 6016.1108 8628200
## 2021-04-27 6089.7776 6089.7776 5917.8887 5917.8887 10560300
## 2021-04-28 5917.8889 5967.0000 5893.3333 5967.0000 9453200
## 2021-04-29 5991.5554 6016.1110 5893.3332 5942.4443 21365800
## 2021-04-30 5942.4441 5991.5552 5819.6663 5893.3330 22253900
## 2021-05-03 5893.3331 5893.3331 5795.1108 5795.1108 11454300
## 2021-05-04 5795.1112 5844.2223 5598.6667 5647.7778 27736500
## 2021-05-05 5647.7775 5795.1108 5623.2219 5672.3330 23481700
## 2021-05-06 5647.7774 5672.3330 5451.3330 5451.3330 41445900
## 2021-05-07 5451.3334 5525.0001 5402.2223 5426.7778 32723800
## 2021-05-10 5451.3332 5770.5554 5451.3332 5598.6665 42701900
## 2021-05-11 5549.5556 5721.4444 5500.4444 5525.0000 28767800
## 2021-05-17 5549.5554 5623.2221 5402.2221 5500.4443 20202700
## 2021-05-18 5549.5553 5549.5553 5426.7776 5475.8887 12773900
## 2021-05-19 5451.3331 5451.3331 5328.5553 5353.1108 16176000
## 2021-05-20 5353.1111 5525.0000 5353.1111 5525.0000 20439300
## 2021-05-21 5549.5553 5574.1109 5451.3331 5475.8887 12760600
## 2021-05-24 5549.5555 5647.7777 5475.8888 5623.2222 19589000
## 2021-05-25 5647.7775 5647.7775 5475.8886 5574.1108 23086400
## 2021-05-27 5623.2221 5745.9999 5574.1110 5721.4443 53308600
## 2021-05-28 5745.9997 5745.9997 5524.9997 5672.3330 26276900
## 2021-05-31 5672.3333 5746.0000 5598.6667 5746.0000 17773400
## 2021-06-02 5893.3333 5893.3333 5623.2222 5746.0000 31109000
## 2021-06-03 5696.8886 5696.8886 5574.1108 5672.3330 21195800
## 2021-06-04 5672.3334 5672.3334 5549.5557 5549.5557 15902700
## 2021-06-07 5549.5556 5598.6667 5525.0000 5525.0000 18097900
## 2021-06-08 5575.0000 5575.0000 5450.0000 5475.0000 18894700
## 2021-06-09 5475.0000 5500.0000 5250.0000 5300.0000 41615400
## 2021-06-10 5375.0000 5425.0000 5275.0000 5300.0000 22243100
## 2021-06-11 5300.0000 5350.0000 5225.0000 5350.0000 23436200
## 2021-06-14 5350.0000 5375.0000 5250.0000 5250.0000 11521500
## 2021-06-15 5225.0000 5250.0000 5125.0000 5175.0000 26706500
## 2021-06-16 5150.0000 5275.0000 5100.0000 5200.0000 23034600
## 2021-06-17 5175.0000 5175.0000 5075.0000 5075.0000 19772100
## 2021-06-18 5075.0000 5075.0000 4900.0000 4900.0000 57214300
## UNVR.JK.Adjusted
## 2003-09-03 388.9234
## 2003-09-04 394.6852
## 2003-09-05 397.5661
## 2003-09-08 391.8044
## 2003-09-09 383.1616
## 2003-09-10 368.7570
## 2003-09-11 368.7570
## 2003-09-12 380.2807
## 2003-09-15 374.5188
## 2003-09-16 383.1616
## 2003-09-17 383.1616
## 2003-09-18 380.2807
## 2003-09-19 380.2807
## 2003-09-22 380.2807
## 2003-09-23 380.2807
## 2003-09-24 383.1616
## 2003-09-25 386.0425
## 2003-09-26 383.1616
## 2003-09-29 380.2807
## 2003-09-30 386.0425
## 2003-10-01 383.1616
## 2003-10-02 386.0425
## 2003-10-03 383.1616
## 2003-10-06 380.2807
## 2003-10-07 383.1616
## 2003-10-08 380.2807
## 2003-10-09 380.2807
## 2003-10-10 377.3997
## 2003-10-13 380.2807
## 2003-10-14 380.2807
## 2003-10-15 374.5188
## 2003-10-16 374.5188
## 2003-10-17 377.3997
## 2003-10-20 374.5188
## 2003-10-21 374.5188
## 2003-10-22 368.7570
## 2003-10-23 357.2333
## 2003-10-24 371.6379
## 2003-10-27 371.6379
## 2003-10-28 371.6379
## 2003-10-29 365.8762
## 2003-10-30 360.1143
## 2003-10-31 371.6379
## 2003-11-03 368.7570
## 2003-11-04 374.5188
## 2003-11-05 368.7570
## 2003-11-06 371.6379
## 2003-11-07 374.5188
## 2003-11-10 380.2807
## 2003-11-11 380.2807
## 2003-11-12 377.3997
## 2003-11-13 379.7549
## 2003-11-14 376.8111
## 2003-11-17 373.8672
## 2003-11-18 373.8672
## 2003-11-19 370.9232
## 2003-11-20 370.9232
## 2003-11-21 373.8672
## 2003-11-24 373.8672
## 2003-11-25 373.8672
## 2003-11-26 373.8672
## 2003-11-27 373.8672
## 2003-11-28 373.8672
## 2003-12-01 403.3055
## 2003-12-02 394.4740
## 2003-12-03 394.4740
## 2003-12-04 391.5302
## 2003-12-05 385.6424
## 2003-12-08 385.6424
## 2003-12-09 382.6986
## 2003-12-10 382.6986
## 2003-12-11 385.6424
## 2003-12-12 382.6986
## 2003-12-15 382.6986
## 2003-12-16 388.5864
## 2003-12-17 385.6424
## 2003-12-18 394.4740
## 2003-12-19 403.3055
## 2003-12-22 406.2493
## 2003-12-23 403.3055
## 2003-12-24 403.3055
## 2003-12-25 403.3055
## 2003-12-26 403.3055
## 2003-12-29 432.7439
## 2003-12-30 426.8561
## 2003-12-31 426.8561
## 2004-01-01 426.8561
## 2004-01-02 420.9686
## 2004-01-05 420.9686
## 2004-01-06 420.9686
## 2004-01-07 415.0808
## 2004-01-08 420.9686
## 2004-01-09 432.7439
## 2004-01-12 426.8561
## 2004-01-13 420.9686
## 2004-01-14 429.8000
## 2004-01-15 441.5753
## 2004-01-16 456.2946
## 2004-01-19 450.4070
## 2004-01-20 450.4070
## 2004-01-21 441.5753
## 2004-01-22 441.5753
## 2004-01-23 453.3508
## 2004-01-26 459.2385
## 2004-01-27 447.4630
## 2004-01-28 441.5753
## 2004-01-29 444.5192
## 2004-01-30 450.4070
## 2004-02-02 450.4070
## 2004-02-03 438.6316
## 2004-02-04 435.6877
## 2004-02-05 447.4630
## 2004-02-06 453.3508
## 2004-02-09 450.4070
## 2004-02-10 450.4070
## 2004-02-11 453.3508
## 2004-02-12 453.3508
## 2004-02-13 453.3508
## 2004-02-16 444.5192
## 2004-02-17 438.6316
## 2004-02-18 429.6799
## 2004-02-19 426.6961
## 2004-02-20 426.6961
## 2004-02-23 426.6961
## 2004-02-24 432.6637
## 2004-02-25 429.6799
## 2004-02-26 423.7121
## 2004-02-27 405.8088
## 2004-03-01 402.8250
## 2004-03-02 438.6316
## 2004-03-03 426.6961
## 2004-03-04 423.7121
## 2004-03-05 426.6961
## 2004-03-08 420.7282
## 2004-03-09 423.7121
## 2004-03-10 423.7121
## 2004-03-11 411.7765
## 2004-03-12 408.7927
## 2004-03-15 405.8088
## 2004-03-16 411.7765
## 2004-03-17 411.7765
## 2004-03-18 420.7282
## 2004-03-19 423.7121
## 2004-03-22 423.7121
## 2004-03-23 423.7121
## 2004-03-24 423.7121
## 2004-03-25 411.7765
## 2004-03-26 414.7604
## 2004-03-29 423.7121
## 2004-03-30 420.7282
## 2004-03-31 423.7121
## 2004-04-01 423.7121
## 2004-04-02 423.7121
## 2004-04-05 423.7121
## 2004-04-06 432.6637
## 2004-04-07 429.6799
## 2004-04-08 438.6316
## 2004-04-09 438.6316
## 2004-04-12 429.6799
## 2004-04-13 429.6799
## 2004-04-14 438.6316
## 2004-04-15 435.6476
## 2004-04-16 435.6476
## 2004-04-19 438.6316
## 2004-04-20 447.5831
## 2004-04-21 450.5671
## 2004-04-22 441.6154
## 2004-04-23 435.6476
## 2004-04-26 435.6476
## 2004-04-27 441.6154
## 2004-04-28 447.5831
## 2004-04-29 444.5993
## 2004-04-30 438.6316
## 2004-05-03 438.6316
## 2004-05-04 438.6316
## 2004-05-05 429.6799
## 2004-05-06 432.6637
## 2004-05-07 429.6799
## 2004-05-10 417.7443
## 2004-05-11 435.6476
## 2004-05-12 444.5993
## 2004-05-13 447.5831
## 2004-05-14 444.5993
## 2004-05-17 402.8250
## 2004-05-18 420.7282
## 2004-05-19 423.7121
## 2004-05-20 423.7121
## 2004-05-21 435.6476
## 2004-05-24 438.6316
## 2004-05-25 426.6961
## 2004-05-26 426.6961
## 2004-05-27 429.6799
## 2004-05-28 429.6799
## 2004-05-31 429.6799
## 2004-06-01 432.6637
## 2004-06-02 435.6476
## 2004-06-03 435.6476
## 2004-06-04 435.6476
## 2004-06-07 441.6154
## 2004-06-08 438.6316
## 2004-06-09 438.6316
## 2004-06-10 441.6154
## 2004-06-11 438.6316
## 2004-06-14 441.6154
## 2004-06-15 450.5671
## 2004-06-16 453.5510
## 2004-06-17 450.5671
## 2004-06-18 432.6637
## 2004-06-21 435.6476
## 2004-06-22 438.6316
## 2004-06-23 432.6637
## 2004-06-24 441.6154
## 2004-06-25 459.5187
## 2004-06-28 453.5510
## 2004-06-29 453.5510
## 2004-06-30 468.4703
## 2004-07-01 453.5510
## 2004-07-02 465.4866
## 2004-07-05 465.4866
## 2004-07-06 471.4543
## 2004-07-07 471.4543
## 2004-07-08 474.4382
## 2004-07-09 465.4866
## 2004-07-12 465.4866
## 2004-07-13 471.4543
## 2004-07-14 465.4866
## 2004-07-15 462.5028
## 2004-07-16 469.2056
## 2004-07-19 469.2056
## 2004-07-20 472.2524
## 2004-07-21 469.2056
## 2004-07-22 463.1120
## 2004-07-23 460.0651
## 2004-07-26 460.0651
## 2004-07-27 466.1587
## 2004-07-28 469.2056
## 2004-07-29 472.2524
## 2004-07-30 460.0651
## 2004-08-02 463.1120
## 2004-08-03 469.2056
## 2004-08-04 466.1587
## 2004-08-05 460.0651
## 2004-08-06 463.1120
## 2004-08-09 447.8780
## 2004-08-10 447.8780
## 2004-08-11 450.9249
## 2004-08-12 447.8780
## 2004-08-13 444.8311
## 2004-08-16 444.8311
## 2004-08-17 444.8311
## 2004-08-18 444.8311
## 2004-08-19 444.8311
## 2004-08-20 441.7845
## 2004-08-23 432.6441
## 2004-08-24 414.3633
## 2004-08-25 402.1763
## 2004-08-26 405.2230
## 2004-08-27 411.3166
## 2004-08-30 411.3166
## 2004-08-31 408.2699
## 2004-09-01 414.3633
## 2004-09-02 417.4101
## 2004-09-03 426.5505
## 2004-09-06 420.4570
## 2004-09-07 420.4570
## 2004-09-08 423.5037
## 2004-09-09 414.3633
## 2004-09-10 420.4570
## 2004-09-13 420.4570
## 2004-09-14 423.5037
## 2004-09-15 426.5505
## 2004-09-16 426.5505
## 2004-09-17 423.5037
## 2004-09-20 423.5037
## 2004-09-21 420.4570
## 2004-09-22 414.3633
## 2004-09-23 414.3633
## 2004-09-24 414.3633
## 2004-09-27 408.2699
## 2004-09-28 402.1763
## 2004-09-29 396.0827
## 2004-09-30 396.0827
## 2004-10-01 402.1763
## 2004-10-04 405.2230
## 2004-10-05 396.0827
## 2004-10-06 396.0827
## 2004-10-07 383.8955
## 2004-10-08 380.8486
## 2004-10-11 383.8955
## 2004-10-12 380.8486
## 2004-10-13 383.8955
## 2004-10-14 380.8486
## 2004-10-15 380.8486
## 2004-10-18 383.8955
## 2004-10-19 380.8486
## 2004-10-20 380.8486
## 2004-10-21 380.8486
## 2004-10-22 389.9891
## 2004-10-25 386.9422
## 2004-10-26 389.9891
## 2004-10-27 386.9422
## 2004-10-28 393.0358
## 2004-10-29 399.1294
## 2004-11-01 402.1763
## 2004-11-02 396.0827
## 2004-11-03 399.1294
## 2004-11-04 396.0827
## 2004-11-05 396.0827
## 2004-11-08 389.9891
## 2004-11-09 389.9891
## 2004-11-10 396.0827
## 2004-11-11 399.1294
## 2004-11-12 396.0827
## 2004-11-15 396.0827
## 2004-11-16 396.0827
## 2004-11-17 396.0827
## 2004-11-18 396.0827
## 2004-11-19 396.0827
## 2004-11-22 399.1294
## 2004-11-23 408.2699
## 2004-11-24 399.1294
## 2004-11-25 393.0358
## 2004-11-26 389.9891
## 2004-11-29 396.0827
## 2004-11-30 405.2230
## 2004-12-01 402.1763
## 2004-12-02 401.5537
## 2004-12-03 404.6664
## 2004-12-06 410.8921
## 2004-12-07 404.6664
## 2004-12-08 404.6664
## 2004-12-09 407.7792
## 2004-12-10 404.6664
## 2004-12-13 404.6664
## 2004-12-14 395.3279
## 2004-12-15 414.0049
## 2004-12-16 410.8921
## 2004-12-17 414.0049
## 2004-12-20 414.0049
## 2004-12-21 414.0049
## 2004-12-22 414.0049
## 2004-12-23 410.8921
## 2004-12-24 410.8921
## 2004-12-27 414.0049
## 2004-12-28 417.1179
## 2004-12-29 417.1179
## 2004-12-30 410.8921
## 2004-12-31 410.8921
## 2005-01-03 417.1179
## 2005-01-04 417.1179
## 2005-01-05 417.1179
## 2005-01-06 414.0049
## 2005-01-07 414.0049
## 2005-01-10 417.1179
## 2005-01-11 414.0049
## 2005-01-12 414.0049
## 2005-01-13 414.0049
## 2005-01-14 423.3433
## 2005-01-17 423.3433
## 2005-01-18 420.2307
## 2005-01-19 420.2307
## 2005-01-20 426.4561
## 2005-01-24 432.6818
## 2005-01-25 435.7946
## 2005-01-26 435.7946
## 2005-01-27 438.9074
## 2005-01-28 429.5690
## 2005-01-31 435.7946
## 2005-02-01 432.6818
## 2005-02-02 442.0203
## 2005-02-03 445.1332
## 2005-02-04 448.2459
## 2005-02-07 445.1332
## 2005-02-08 442.0203
## 2005-02-11 438.9074
## 2005-02-14 442.0203
## 2005-02-15 448.2459
## 2005-02-16 445.1332
## 2005-02-17 442.0203
## 2005-02-18 445.1332
## 2005-02-21 445.1332
## 2005-02-22 445.1332
## 2005-02-23 445.1332
## 2005-02-24 445.1332
## 2005-02-25 435.7946
## 2005-02-28 442.0203
## 2005-03-01 454.4715
## 2005-03-02 448.2459
## 2005-03-03 454.4715
## 2005-03-04 454.4715
## 2005-03-07 465.2321
## 2005-03-08 468.3968
## 2005-03-09 465.2321
## 2005-03-10 458.9023
## 2005-03-14 462.0671
## 2005-03-15 462.0671
## 2005-03-16 462.0671
## 2005-03-17 462.0671
## 2005-03-18 484.2211
## 2005-03-21 487.3858
## 2005-03-22 493.7158
## 2005-03-23 487.3858
## 2005-03-24 477.8914
## 2005-03-28 471.5617
## 2005-03-29 462.0671
## 2005-03-30 465.2321
## 2005-03-31 484.2211
## 2005-04-01 484.2211
## 2005-04-04 484.2211
## 2005-04-05 481.0564
## 2005-04-06 481.0564
## 2005-04-07 487.3858
## 2005-04-08 484.2211
## 2005-04-11 481.0564
## 2005-04-12 490.5508
## 2005-04-13 493.7158
## 2005-04-14 484.2211
## 2005-04-15 481.0564
## 2005-04-18 462.0671
## 2005-04-19 465.2321
## 2005-04-20 465.2321
## 2005-04-21 458.9023
## 2005-04-25 462.0671
## 2005-04-26 462.0671
## 2005-04-27 462.0671
## 2005-04-28 468.3968
## 2005-04-29 474.7265
## 2005-05-02 471.5617
## 2005-05-03 487.3858
## 2005-05-04 484.2211
## 2005-05-06 477.8914
## 2005-05-09 471.5617
## 2005-05-10 468.3968
## 2005-05-11 462.0671
## 2005-05-12 462.0671
## 2005-05-13 468.3968
## 2005-05-16 465.2321
## 2005-05-17 471.5617
## 2005-05-18 471.5617
## 2005-05-19 471.5617
## 2005-05-20 471.5617
## 2005-05-23 468.3968
## 2005-05-25 481.0564
## 2005-05-26 481.0564
## 2005-05-27 484.2211
## 2005-05-30 484.2211
## 2005-05-31 579.1665
## 2005-06-01 506.3749
## 2005-06-02 509.5399
## 2005-06-03 522.1992
## 2005-06-06 519.0344
## 2005-06-07 515.8696
## 2005-06-08 525.3641
## 2005-06-09 519.0344
## 2005-06-10 522.1992
## 2005-06-13 515.8696
## 2005-06-14 519.0344
## 2005-06-15 515.8696
## 2005-06-16 515.8696
## 2005-06-17 525.3641
## 2005-06-20 519.0344
## 2005-06-21 515.8696
## 2005-06-22 515.8696
## 2005-06-23 525.3641
## 2005-06-24 522.1992
## 2005-06-27 515.8696
## 2005-06-28 519.0344
## 2005-06-29 519.0344
## 2005-06-30 515.8696
## 2005-07-01 519.0344
## 2005-07-04 531.6938
## 2005-07-05 541.1883
## 2005-07-06 522.1992
## 2005-07-07 531.6938
## 2005-07-08 531.6938
## 2005-07-11 535.5653
## 2005-07-12 532.3391
## 2005-07-13 532.3391
## 2005-07-14 529.1127
## 2005-07-15 529.1127
## 2005-07-18 538.7916
## 2005-07-19 538.7916
## 2005-07-20 535.5653
## 2005-07-21 542.0180
## 2005-07-22 551.6968
## 2005-07-25 554.9231
## 2005-07-26 567.8283
## 2005-07-27 561.3757
## 2005-07-28 577.5070
## 2005-07-29 561.3757
## 2005-08-01 580.7335
## 2005-08-02 593.6387
## 2005-08-03 603.3174
## 2005-08-04 587.1860
## 2005-08-05 567.8283
## 2005-08-08 554.9231
## 2005-08-09 558.1495
## 2005-08-10 564.6020
## 2005-08-11 567.8283
## 2005-08-12 580.7335
## 2005-08-15 558.1495
## 2005-08-16 548.4706
## 2005-08-18 548.4706
## 2005-08-19 574.2809
## 2005-08-22 571.0545
## 2005-08-23 580.7335
## 2005-08-24 574.2809
## 2005-08-25 583.9597
## 2005-08-26 567.8283
## 2005-08-29 571.0545
## 2005-08-30 558.1495
## 2005-08-31 545.2442
## 2005-09-01 538.7916
## 2005-09-05 525.8865
## 2005-09-06 522.6602
## 2005-09-07 522.6602
## 2005-09-08 532.3391
## 2005-09-09 532.3391
## 2005-09-12 529.1127
## 2005-09-13 522.6602
## 2005-09-14 493.6234
## 2005-09-15 490.3973
## 2005-09-16 503.3023
## 2005-09-19 516.2076
## 2005-09-20 516.2076
## 2005-09-21 509.7549
## 2005-09-22 503.3023
## 2005-09-23 500.0759
## 2005-09-26 519.4338
## 2005-09-27 522.6602
## 2005-09-28 522.6602
## 2005-09-29 522.6602
## 2005-09-30 525.8865
## 2005-10-03 542.0180
## 2005-10-04 564.6020
## 2005-10-05 554.9231
## 2005-10-06 574.2809
## 2005-10-07 596.8648
## 2005-10-10 603.3174
## 2005-10-11 593.6387
## 2005-10-12 596.8648
## 2005-10-13 593.6387
## 2005-10-14 590.4125
## 2005-10-17 574.2809
## 2005-10-18 561.3757
## 2005-10-19 554.9231
## 2005-10-20 538.7916
## 2005-10-21 538.7916
## 2005-10-24 532.3391
## 2005-10-25 529.1127
## 2005-10-26 551.6968
## 2005-10-27 551.6968
## 2005-10-28 548.4706
## 2005-10-31 564.6020
## 2005-11-01 561.3757
## 2005-11-07 561.3757
## 2005-11-08 561.3757
## 2005-11-09 593.6387
## 2005-11-10 590.4125
## 2005-11-11 574.2809
## 2005-11-14 548.4706
## 2005-11-15 542.0180
## 2005-11-16 554.9231
## 2005-11-17 545.2442
## 2005-11-18 564.6020
## 2005-11-21 567.8283
## 2005-11-22 567.8283
## 2005-11-23 548.4706
## 2005-11-24 554.9231
## 2005-11-25 554.9231
## 2005-11-28 554.9231
## 2005-11-29 567.8283
## 2005-11-30 558.1495
## 2005-12-01 554.9231
## 2005-12-02 574.2809
## 2005-12-05 564.6020
## 2005-12-06 582.2662
## 2005-12-07 582.2662
## 2005-12-08 582.2662
## 2005-12-09 572.4526
## 2005-12-12 562.6393
## 2005-12-13 559.3682
## 2005-12-14 565.9105
## 2005-12-15 565.9105
## 2005-12-16 559.3682
## 2005-12-19 559.3682
## 2005-12-20 559.3682
## 2005-12-21 556.0971
## 2005-12-22 559.3682
## 2005-12-23 556.0971
## 2005-12-26 556.0971
## 2005-12-27 549.5547
## 2005-12-28 556.0971
## 2005-12-29 559.3682
## 2005-12-30 559.3682
## 2006-01-02 562.6393
## 2006-01-03 565.9105
## 2006-01-04 572.4526
## 2006-01-05 569.1817
## 2006-01-06 575.7239
## 2006-01-09 578.9950
## 2006-01-10 578.9950
## 2006-01-11 578.9950
## 2006-01-12 572.4526
## 2006-01-13 575.7239
## 2006-01-16 572.4526
## 2006-01-17 559.3682
## 2006-01-18 552.8257
## 2006-01-19 562.6393
## 2006-01-20 559.3682
## 2006-01-23 562.6393
## 2006-01-24 575.7239
## 2006-01-25 575.7239
## 2006-01-26 572.4526
## 2006-01-27 569.1817
## 2006-01-30 562.6393
## 2006-01-31 562.6393
## 2006-02-01 562.6393
## 2006-02-02 565.9105
## 2006-02-03 562.6393
## 2006-02-06 562.6393
## 2006-02-07 569.1817
## 2006-02-08 569.1817
## 2006-02-09 575.7239
## 2006-02-10 569.1817
## 2006-02-13 569.1817
## 2006-02-14 565.9105
## 2006-02-15 565.9105
## 2006-02-16 565.9105
## 2006-02-17 572.4526
## 2006-02-20 565.9105
## 2006-02-21 562.6393
## 2006-02-22 559.3682
## 2006-02-23 562.6393
## 2006-02-24 546.2836
## 2006-02-27 559.3682
## 2006-02-28 559.3682
## 2006-03-01 562.6393
## 2006-03-02 562.6393
## 2006-03-03 562.6393
## 2006-03-06 562.6393
## 2006-03-07 552.8257
## 2006-03-08 549.5547
## 2006-03-09 562.6393
## 2006-03-10 556.0971
## 2006-03-13 552.8257
## 2006-03-14 559.3682
## 2006-03-15 562.6393
## 2006-03-16 562.6393
## 2006-03-17 562.6393
## 2006-03-20 559.3682
## 2006-03-21 562.6393
## 2006-03-22 562.6393
## 2006-03-23 562.6393
## 2006-03-24 556.0971
## 2006-03-27 559.3682
## 2006-03-28 559.3682
## 2006-03-29 556.0971
## 2006-03-30 556.0971
## 2006-03-31 556.0971
## 2006-04-03 549.5547
## 2006-04-04 552.8257
## 2006-04-05 549.5547
## 2006-04-06 559.3682
## 2006-04-07 565.9105
## 2006-04-10 565.9105
## 2006-04-11 556.0971
## 2006-04-12 565.9105
## 2006-04-13 559.3682
## 2006-04-14 559.3682
## 2006-04-17 556.0971
## 2006-04-18 569.1817
## 2006-04-19 569.1817
## 2006-04-20 569.1817
## 2006-04-21 556.0971
## 2006-04-24 556.0971
## 2006-04-25 556.0971
## 2006-04-26 562.6393
## 2006-04-27 562.6393
## 2006-04-28 598.6221
## 2006-05-01 614.9777
## 2006-05-02 614.9777
## 2006-05-03 654.2318
## 2006-05-04 628.0624
## 2006-05-05 654.2318
## 2006-05-08 628.0624
## 2006-05-09 631.3337
## 2006-05-10 628.0624
## 2006-05-11 621.5202
## 2006-05-12 614.9777
## 2006-05-15 572.4526
## 2006-05-16 595.3508
## 2006-05-17 582.2662
## 2006-05-18 559.3682
## 2006-05-19 552.8257
## 2006-05-22 549.5547
## 2006-05-23 539.7412
## 2006-05-24 529.9276
## 2006-05-25 529.9276
## 2006-05-26 529.9276
## 2006-05-29 523.3853
## 2006-05-30 546.2836
## 2006-05-31 526.6566
## 2006-06-01 549.5547
## 2006-06-02 562.6393
## 2006-06-05 552.8257
## 2006-06-06 539.7412
## 2006-06-07 529.9276
## 2006-06-08 510.3008
## 2006-06-09 516.8431
## 2006-06-12 510.3008
## 2006-06-13 487.4026
## 2006-06-14 480.8604
## 2006-06-15 500.4872
## 2006-06-16 546.2836
## 2006-06-19 543.0123
## 2006-06-20 543.0123
## 2006-06-21 536.4700
## 2006-06-22 539.7412
## 2006-06-23 545.8056
## 2006-06-26 539.0673
## 2006-06-27 542.4366
## 2006-06-28 539.0673
## 2006-06-29 545.8056
## 2006-06-30 555.9133
## 2006-07-03 552.5440
## 2006-07-04 562.6516
## 2006-07-05 566.0208
## 2006-07-06 576.1283
## 2006-07-07 579.4973
## 2006-07-10 579.4973
## 2006-07-11 569.3898
## 2006-07-12 582.8666
## 2006-07-13 569.3898
## 2006-07-14 559.2823
## 2006-07-17 559.2823
## 2006-07-18 566.0208
## 2006-07-19 572.7592
## 2006-07-20 566.0208
## 2006-07-21 559.2823
## 2006-07-24 559.2823
## 2006-07-25 559.2823
## 2006-07-26 569.3898
## 2006-07-27 566.0208
## 2006-07-28 569.3898
## 2006-07-31 569.3898
## 2006-08-01 572.7592
## 2006-08-02 576.1283
## 2006-08-03 579.4973
## 2006-08-04 579.4973
## 2006-08-07 582.8666
## 2006-08-08 569.3898
## 2006-08-09 586.2358
## 2006-08-10 576.1283
## 2006-08-11 582.8666
## 2006-08-14 582.8666
## 2006-08-15 582.8666
## 2006-08-16 586.2358
## 2006-08-17 586.2358
## 2006-08-18 586.2358
## 2006-08-21 586.2358
## 2006-08-22 582.8666
## 2006-08-23 576.1283
## 2006-08-24 569.3898
## 2006-08-25 572.7592
## 2006-08-28 572.7592
## 2006-08-29 572.7592
## 2006-08-30 579.4973
## 2006-08-31 603.0815
## 2006-09-01 606.4509
## 2006-09-04 606.4509
## 2006-09-05 609.8200
## 2006-09-06 606.4509
## 2006-09-07 603.0815
## 2006-09-08 596.3431
## 2006-09-11 589.6047
## 2006-09-12 586.2358
## 2006-09-13 596.3431
## 2006-09-14 592.9741
## 2006-09-15 596.3431
## 2006-09-18 599.7124
## 2006-09-19 613.1890
## 2006-09-20 592.9741
## 2006-09-21 603.0815
## 2006-09-22 606.4509
## 2006-09-25 606.4509
## 2006-09-26 606.4509
## 2006-09-27 606.4509
## 2006-09-28 616.5584
## 2006-09-29 619.9277
## 2006-10-02 616.5584
## 2006-10-03 626.6657
## 2006-10-04 630.0350
## 2006-10-05 630.0350
## 2006-10-06 630.0350
## 2006-10-09 626.6657
## 2006-10-10 633.4040
## 2006-10-11 633.4040
## 2006-10-12 633.4040
## 2006-10-13 646.8807
## 2006-10-16 646.8807
## 2006-10-17 640.1425
## 2006-10-18 626.6657
## 2006-10-19 633.4040
## 2006-10-20 646.8807
## 2006-10-23 646.8807
## 2006-10-24 646.8807
## 2006-10-25 646.8807
## 2006-10-26 646.8807
## 2006-10-27 646.8807
## 2006-10-30 653.6190
## 2006-10-31 646.8807
## 2006-11-01 653.6190
## 2006-11-02 663.7266
## 2006-11-03 667.0958
## 2006-11-06 677.2031
## 2006-11-07 680.5726
## 2006-11-08 700.7874
## 2006-11-09 700.7874
## 2006-11-10 687.3109
## 2006-11-13 673.8342
## 2006-11-14 687.3109
## 2006-11-15 694.0491
## 2006-11-16 673.8342
## 2006-11-17 694.0491
## 2006-11-20 694.0491
## 2006-11-21 694.0491
## 2006-11-22 721.0026
## 2006-11-23 747.9557
## 2006-11-24 747.9557
## 2006-11-27 741.2176
## 2006-11-28 774.9094
## 2006-11-29 788.3859
## 2006-11-30 819.8121
## 2006-12-01 826.6439
## 2006-12-04 840.3074
## 2006-12-05 860.8029
## 2006-12-06 860.8029
## 2006-12-07 860.8029
## 2006-12-08 860.8029
## 2006-12-11 860.8029
## 2006-12-12 867.6346
## 2006-12-13 853.9709
## 2006-12-14 888.1298
## 2006-12-15 901.7933
## 2006-12-18 929.1205
## 2006-12-19 874.4662
## 2006-12-20 881.2982
## 2006-12-21 908.6249
## 2006-12-22 901.7933
## 2006-12-26 901.7933
## 2006-12-27 894.9615
## 2006-12-28 894.9615
## 2006-12-29 901.7933
## 2007-01-02 908.6249
## 2007-01-03 888.1298
## 2007-01-04 867.6346
## 2007-01-05 881.2982
## 2007-01-08 867.6346
## 2007-01-09 833.4756
## 2007-01-10 778.8214
## 2007-01-11 792.4849
## 2007-01-12 847.1390
## 2007-01-15 840.3074
## 2007-01-16 860.8029
## 2007-01-17 847.1390
## 2007-01-18 847.1390
## 2007-01-19 867.6346
## 2007-01-22 853.9709
## 2007-01-23 833.4756
## 2007-01-24 826.6439
## 2007-01-25 812.9803
## 2007-01-26 799.3169
## 2007-01-29 799.3169
## 2007-01-30 792.4849
## 2007-01-31 799.3169
## 2007-02-01 799.3169
## 2007-02-02 840.3074
## 2007-02-05 833.4756
## 2007-02-06 812.9803
## 2007-02-07 812.9803
## 2007-02-08 806.1484
## 2007-02-09 806.1484
## 2007-02-12 806.1484
## 2007-02-13 792.4849
## 2007-02-14 778.8214
## 2007-02-15 806.1484
## 2007-02-16 792.4849
## 2007-02-19 792.4849
## 2007-02-20 785.6532
## 2007-02-21 806.1484
## 2007-02-22 792.4849
## 2007-02-23 785.6532
## 2007-02-26 778.8214
## 2007-02-27 771.9898
## 2007-02-28 765.1581
## 2007-03-01 771.9898
## 2007-03-02 758.3262
## 2007-03-05 751.4943
## 2007-03-06 758.3262
## 2007-03-07 751.4943
## 2007-03-08 758.3262
## 2007-03-09 765.1581
## 2007-03-12 765.1581
## 2007-03-13 771.9898
## 2007-03-14 758.3262
## 2007-03-15 744.6627
## 2007-03-16 771.9898
## 2007-03-20 724.1674
## 2007-03-21 744.6627
## 2007-03-22 758.3262
## 2007-03-23 765.1581
## 2007-03-26 771.9898
## 2007-03-27 778.8214
## 2007-03-28 771.9898
## 2007-03-29 778.8214
## 2007-03-30 778.8214
## 2007-04-02 765.1581
## 2007-04-03 785.6532
## 2007-04-04 792.4849
## 2007-04-05 778.8214
## 2007-04-09 778.8214
## 2007-04-10 778.8214
## 2007-04-11 792.4849
## 2007-04-12 799.3169
## 2007-04-13 819.8121
## 2007-04-16 833.4756
## 2007-04-17 819.8121
## 2007-04-18 806.1484
## 2007-04-19 771.9898
## 2007-04-20 792.4849
## 2007-04-23 785.6532
## 2007-04-24 771.9898
## 2007-04-25 765.1581
## 2007-04-26 771.9898
## 2007-04-27 765.1581
## 2007-04-30 771.9898
## 2007-05-01 771.9898
## 2007-05-02 799.3169
## 2007-05-03 792.4849
## 2007-05-04 799.3169
## 2007-05-07 785.6532
## 2007-05-08 792.4849
## 2007-05-09 812.9803
## 2007-05-10 806.1484
## 2007-05-11 778.8214
## 2007-05-14 778.8214
## 2007-05-15 785.6532
## 2007-05-16 819.8121
## 2007-05-21 833.4756
## 2007-05-22 826.6439
## 2007-05-23 853.9709
## 2007-05-24 860.8029
## 2007-05-25 847.1390
## 2007-05-28 853.9709
## 2007-05-29 853.9709
## 2007-05-30 853.9709
## 2007-05-31 860.8029
## 2007-06-04 833.4756
## 2007-06-05 847.1390
## 2007-06-06 867.6346
## 2007-06-07 853.9709
## 2007-06-08 860.8029
## 2007-06-11 935.9521
## 2007-06-12 929.1205
## 2007-06-13 929.1205
## 2007-06-14 949.6155
## 2007-06-15 935.9521
## 2007-06-18 942.7839
## 2007-06-19 963.2792
## 2007-06-20 976.9426
## 2007-06-21 956.4476
## 2007-06-22 983.7747
## 2007-06-25 987.2504
## 2007-06-26 987.2504
## 2007-06-27 952.4885
## 2007-06-28 931.6313
## 2007-06-29 931.6313
## 2007-07-02 938.5833
## 2007-07-03 966.3934
## 2007-07-04 973.3458
## 2007-07-05 959.4409
## 2007-07-06 952.4885
## 2007-07-09 959.4409
## 2007-07-10 945.5361
## 2007-07-11 952.4885
## 2007-07-12 980.2984
## 2007-07-13 980.2984
## 2007-07-16 966.3934
## 2007-07-17 987.2504
## 2007-07-18 994.2031
## 2007-07-19 994.2031
## 2007-07-20 1042.8705
## 2007-07-23 1056.7754
## 2007-07-24 1042.8705
## 2007-07-25 1042.8705
## 2007-07-26 1035.9180
## 2007-07-27 994.2031
## 2007-07-30 1015.0604
## 2007-07-31 1049.8228
## 2007-08-01 1001.1559
## 2007-08-02 973.3458
## 2007-08-03 952.4885
## 2007-08-06 1042.8705
## 2007-08-07 924.6784
## 2007-08-08 980.2984
## 2007-08-09 952.4885
## 2007-08-10 931.6313
## 2007-08-13 931.6313
## 2007-08-14 896.8687
## 2007-08-15 827.3438
## 2007-08-16 792.5816
## 2007-08-20 882.9637
## 2007-08-21 896.8687
## 2007-08-22 910.7733
## 2007-08-23 931.6313
## 2007-08-24 952.4885
## 2007-08-27 973.3458
## 2007-08-28 973.3458
## 2007-08-29 945.5361
## 2007-08-30 945.5361
## 2007-08-31 945.5361
## 2007-09-03 959.4409
## 2007-09-04 973.3458
## 2007-09-05 952.4885
## 2007-09-06 959.4409
## 2007-09-07 973.3458
## 2007-09-10 952.4885
## 2007-09-11 938.5833
## 2007-09-12 938.5833
## 2007-09-13 938.5833
## 2007-09-14 924.6784
## 2007-09-17 924.6784
## 2007-09-18 938.5833
## 2007-09-19 952.4885
## 2007-09-20 952.4885
## 2007-09-21 966.3934
## 2007-09-24 959.4409
## 2007-09-25 966.3934
## 2007-09-26 966.3934
## 2007-09-27 980.2984
## 2007-09-28 945.5361
## 2007-10-01 952.4885
## 2007-10-02 980.2984
## 2007-10-03 980.2984
## 2007-10-04 994.2031
## 2007-10-05 1035.9180
## 2007-10-08 1008.1082
## 2007-10-09 1015.0604
## 2007-10-10 1022.0131
## 2007-10-11 1042.8705
## 2007-10-17 1008.1082
## 2007-10-18 1001.1559
## 2007-10-19 959.4409
## 2007-10-22 938.5833
## 2007-10-23 959.4409
## 2007-10-24 952.4885
## 2007-10-25 966.3934
## 2007-10-26 959.4409
## 2007-10-29 959.4409
## 2007-10-30 938.5833
## 2007-10-31 924.6784
## 2007-11-01 938.5833
## 2007-11-02 931.6313
## 2007-11-05 931.6313
## 2007-11-06 917.7264
## 2007-11-07 924.6784
## 2007-11-08 903.8214
## 2007-11-09 924.6784
## 2007-11-12 903.8214
## 2007-11-13 896.8687
## 2007-11-14 917.7264
## 2007-11-15 924.6784
## 2007-11-16 917.7264
## 2007-11-19 910.7733
## 2007-11-20 889.9161
## 2007-11-21 869.0588
## 2007-11-22 889.9161
## 2007-11-23 903.8214
## 2007-11-26 896.8687
## 2007-11-27 896.8687
## 2007-11-28 882.9637
## 2007-11-29 923.8678
## 2007-11-30 937.9725
## 2007-12-03 909.7631
## 2007-12-04 923.8678
## 2007-12-05 959.1301
## 2007-12-06 966.1823
## 2007-12-07 959.1301
## 2007-12-10 937.9725
## 2007-12-11 952.0773
## 2007-12-12 937.9725
## 2007-12-13 937.9725
## 2007-12-14 930.9202
## 2007-12-17 930.9202
## 2007-12-18 909.7631
## 2007-12-19 923.8678
## 2007-12-26 952.0773
## 2007-12-27 966.1823
## 2007-12-28 952.0773
## 2007-12-31 952.0773
## 2008-01-02 959.1301
## 2008-01-03 966.1823
## 2008-01-04 973.2347
## 2008-01-07 987.3398
## 2008-01-08 994.3919
## 2008-01-09 1015.5492
## 2008-01-14 1008.4971
## 2008-01-15 966.1823
## 2008-01-16 902.7103
## 2008-01-17 959.1301
## 2008-01-18 937.9725
## 2008-01-21 923.8678
## 2008-01-22 881.5533
## 2008-01-23 909.7631
## 2008-01-24 930.9202
## 2008-01-25 937.9725
## 2008-01-28 937.9725
## 2008-01-29 937.9725
## 2008-01-30 937.9725
## 2008-01-31 973.2347
## 2008-02-01 966.1823
## 2008-02-04 973.2347
## 2008-02-05 980.2870
## 2008-02-06 952.0773
## 2008-02-11 937.9725
## 2008-02-12 916.8156
## 2008-02-13 930.9202
## 2008-02-14 945.0253
## 2008-02-15 959.1301
## 2008-02-18 952.0773
## 2008-02-19 952.0773
## 2008-02-20 937.9725
## 2008-02-21 966.1823
## 2008-02-22 952.0773
## 2008-02-25 959.1301
## 2008-02-26 959.1301
## 2008-02-27 966.1823
## 2008-02-28 973.2347
## 2008-02-29 959.1301
## 2008-03-03 945.0253
## 2008-03-04 952.0773
## 2008-03-05 959.1301
## 2008-03-06 973.2347
## 2008-03-10 945.0253
## 2008-03-11 959.1301
## 2008-03-12 966.1823
## 2008-03-13 966.1823
## 2008-03-14 959.1301
## 2008-03-17 959.1301
## 2008-03-18 980.2870
## 2008-03-19 980.2870
## 2008-03-24 973.2347
## 2008-03-25 952.0773
## 2008-03-26 959.1301
## 2008-03-27 973.2347
## 2008-03-28 973.2347
## 2008-03-31 973.2347
## 2008-04-01 966.1823
## 2008-04-02 959.1301
## 2008-04-03 959.1301
## 2008-04-04 973.2347
## 2008-04-07 952.0773
## 2008-04-08 937.9725
## 2008-04-09 909.7631
## 2008-04-10 973.2347
## 2008-04-11 980.2870
## 2008-04-14 945.0253
## 2008-04-15 952.0773
## 2008-04-16 980.2870
## 2008-04-17 966.1823
## 2008-04-18 966.1823
## 2008-04-21 973.2347
## 2008-04-22 937.9725
## 2008-04-23 923.8678
## 2008-04-24 930.9202
## 2008-04-25 916.8156
## 2008-04-28 909.7631
## 2008-04-29 945.0253
## 2008-04-30 959.1301
## 2008-05-05 994.3919
## 2008-05-06 973.2347
## 2008-05-07 966.1823
## 2008-05-08 952.0773
## 2008-05-09 959.1301
## 2008-05-12 966.1823
## 2008-05-13 952.0773
## 2008-05-14 973.2347
## 2008-05-15 966.1823
## 2008-05-16 952.0773
## 2008-05-21 966.1823
## 2008-05-22 966.1823
## 2008-05-23 966.1823
## 2008-05-26 945.0253
## 2008-05-27 930.9202
## 2008-05-28 945.0253
## 2008-05-29 945.0253
## 2008-05-30 952.0773
## 2008-06-02 952.0773
## 2008-06-03 966.1823
## 2008-06-04 980.2870
## 2008-06-05 959.1301
## 2008-06-06 952.0773
## 2008-06-09 952.0773
## 2008-06-10 945.0253
## 2008-06-11 952.0773
## 2008-06-12 937.9725
## 2008-06-13 952.0773
## 2008-06-16 966.1823
## 2008-06-17 952.0773
## 2008-06-18 952.0773
## 2008-06-19 945.0253
## 2008-06-20 930.9202
## 2008-06-23 959.1301
## 2008-06-24 952.0773
## 2008-06-25 959.1301
## 2008-06-26 952.0773
## 2008-06-27 961.7676
## 2008-06-30 976.2303
## 2008-07-01 983.4617
## 2008-07-02 961.7676
## 2008-07-03 961.7676
## 2008-07-04 961.7676
## 2008-07-07 968.9987
## 2008-07-08 976.2303
## 2008-07-09 983.4617
## 2008-07-10 954.5362
## 2008-07-11 932.8422
## 2008-07-14 932.8422
## 2008-07-15 918.3793
## 2008-07-16 896.6854
## 2008-07-17 896.6854
## 2008-07-18 918.3793
## 2008-07-21 925.6105
## 2008-07-22 947.3048
## 2008-07-23 954.5362
## 2008-07-24 954.5362
## 2008-07-25 947.3048
## 2008-07-28 961.7676
## 2008-07-29 947.3048
## 2008-07-31 997.9241
## 2008-08-01 954.5362
## 2008-08-04 983.4617
## 2008-08-05 997.9241
## 2008-08-06 1012.3868
## 2008-08-07 1026.8495
## 2008-08-08 1012.3868
## 2008-08-11 990.6926
## 2008-08-12 983.4617
## 2008-08-13 983.4617
## 2008-08-14 976.2303
## 2008-08-15 990.6926
## 2008-08-19 983.4617
## 2008-08-20 990.6926
## 2008-08-21 1019.6180
## 2008-08-22 1012.3868
## 2008-08-25 1041.3120
## 2008-08-26 1026.8495
## 2008-08-27 1034.0811
## 2008-08-28 1041.3120
## 2008-08-29 1048.5435
## 2008-09-01 1070.2374
## 2008-09-02 1070.2374
## 2008-09-03 1099.1628
## 2008-09-04 1077.4689
## 2008-09-05 1077.4689
## 2008-09-08 1120.8566
## 2008-09-09 1106.3939
## 2008-09-10 1099.1628
## 2008-09-11 1077.4689
## 2008-09-12 997.9241
## 2008-09-15 1048.5435
## 2008-09-16 1012.3868
## 2008-09-17 1012.3868
## 2008-09-18 997.9241
## 2008-09-19 983.4617
## 2008-09-22 1012.3868
## 2008-09-23 1005.1555
## 2008-09-24 1041.3120
## 2008-09-25 1077.4689
## 2008-09-26 1135.3197
## 2008-10-06 1070.2374
## 2008-10-07 1091.9312
## 2008-10-08 1034.0811
## 2008-10-09 1034.0811
## 2008-10-10 1034.0811
## 2008-10-13 1084.7000
## 2008-10-14 1164.2449
## 2008-10-15 1149.7821
## 2008-10-16 1128.0881
## 2008-10-17 1106.3939
## 2008-10-20 1128.0881
## 2008-10-21 1142.5507
## 2008-10-22 1142.5507
## 2008-10-23 1142.5507
## 2008-10-24 1048.5435
## 2008-10-27 983.4617
## 2008-10-28 889.4540
## 2008-10-29 932.8422
## 2008-10-30 976.2303
## 2008-10-31 1077.4689
## 2008-11-03 1149.7821
## 2008-11-04 1149.7821
## 2008-11-05 1149.7821
## 2008-11-06 1135.3197
## 2008-11-07 1120.8566
## 2008-11-10 1157.0134
## 2008-11-11 1157.0134
## 2008-11-12 1135.3197
## 2008-11-13 1106.3939
## 2008-11-14 1099.1628
## 2008-11-17 1106.3939
## 2008-11-18 1135.3197
## 2008-11-19 1157.0134
## 2008-11-20 1142.5507
## 2008-11-21 1149.7821
## 2008-11-24 1084.7000
## 2008-11-25 1084.7000
## 2008-11-26 1091.9312
## 2008-11-27 1091.1991
## 2008-11-28 1127.8163
## 2008-12-01 1120.4928
## 2008-12-02 1127.8163
## 2008-12-03 1135.1399
## 2008-12-04 1098.5222
## 2008-12-05 1098.5222
## 2008-12-09 1179.0809
## 2008-12-10 1142.4634
## 2008-12-11 1105.8459
## 2008-12-12 1083.8757
## 2008-12-15 1120.4928
## 2008-12-16 1120.4928
## 2008-12-17 1142.4634
## 2008-12-18 1142.4634
## 2008-12-19 1142.4634
## 2008-12-22 1157.1105
## 2008-12-23 1171.7572
## 2008-12-24 1171.7572
## 2008-12-30 1142.4634
## 2008-12-31 1142.4634
## 2009-01-05 1186.4042
## 2009-01-06 1201.0515
## 2009-01-07 1142.4634
## 2009-01-08 1164.4338
## 2009-01-09 1171.7572
## 2009-01-12 1237.6687
## 2009-01-13 1274.2863
## 2009-01-14 1171.7572
## 2009-01-15 1193.7279
## 2009-01-16 1193.7279
## 2009-01-19 1179.0809
## 2009-01-20 1171.7572
## 2009-01-21 1230.3453
## 2009-01-22 1230.3453
## 2009-01-23 1223.0219
## 2009-01-27 1193.7279
## 2009-01-28 1179.0809
## 2009-01-29 1157.1105
## 2009-01-30 1157.1105
## 2009-02-02 1157.1105
## 2009-02-03 1157.1105
## 2009-02-04 1201.0515
## 2009-02-05 1201.0515
## 2009-02-06 1201.0515
## 2009-02-09 1201.0515
## 2009-02-10 1179.0809
## 2009-02-11 1193.7279
## 2009-02-12 1179.0809
## 2009-02-13 1171.7572
## 2009-02-16 1171.7572
## 2009-02-17 1179.0809
## 2009-02-18 1186.4042
## 2009-02-19 1179.0809
## 2009-02-20 1179.0809
## 2009-02-23 1193.7279
## 2009-02-24 1186.4042
## 2009-02-25 1193.7279
## 2009-02-26 1179.0809
## 2009-02-27 1179.0809
## 2009-03-02 1171.7572
## 2009-03-03 1171.7572
## 2009-03-04 1164.4338
## 2009-03-05 1164.4338
## 2009-03-06 1171.7572
## 2009-03-10 1186.4042
## 2009-03-11 1186.4042
## 2009-03-12 1164.4338
## 2009-03-13 1164.4338
## 2009-03-16 1157.1105
## 2009-03-17 1149.7872
## 2009-03-18 1157.1105
## 2009-03-19 1157.1105
## 2009-03-20 1193.7279
## 2009-03-23 1201.0515
## 2009-03-24 1179.0809
## 2009-03-25 1157.1105
## 2009-03-27 1164.4338
## 2009-03-30 1164.4338
## 2009-03-31 1164.4338
## 2009-04-01 1135.1399
## 2009-04-02 1142.4634
## 2009-04-03 1127.8163
## 2009-04-06 1120.4928
## 2009-04-07 1113.1697
## 2009-04-08 1105.8459
## 2009-04-09 1105.8459
## 2009-04-13 1120.4928
## 2009-04-14 1127.8163
## 2009-04-15 1135.1399
## 2009-04-16 1164.4338
## 2009-04-17 1171.7572
## 2009-04-20 1157.1105
## 2009-04-22 1142.4634
## 2009-04-23 1135.1399
## 2009-04-24 1149.7872
## 2009-04-27 1120.4928
## 2009-04-28 1127.8163
## 2009-04-29 1135.1399
## 2009-04-30 1135.1399
## 2009-05-01 1120.4928
## 2009-05-04 1120.4928
## 2009-05-05 1120.4928
## 2009-05-06 1149.7872
## 2009-05-07 1135.1399
## 2009-05-08 1127.8163
## 2009-05-11 1142.4634
## 2009-05-12 1149.7872
## 2009-05-13 1149.7872
## 2009-05-14 1171.7572
## 2009-05-15 1157.1105
## 2009-05-18 1149.7872
## 2009-05-19 1164.4338
## 2009-05-20 1179.0809
## 2009-05-21 1179.0809
## 2009-05-22 1157.1105
## 2009-05-25 1171.7572
## 2009-05-26 1157.1105
## 2009-05-27 1171.7572
## 2009-05-28 1171.7572
## 2009-05-29 1149.7872
## 2009-06-01 1157.1105
## 2009-06-02 1157.1105
## 2009-06-03 1171.7572
## 2009-06-04 1171.7572
## 2009-06-05 1179.0809
## 2009-06-08 1171.7572
## 2009-06-09 1171.7572
## 2009-06-10 1171.7572
## 2009-06-11 1230.3453
## 2009-06-12 1259.6393
## 2009-06-15 1244.9923
## 2009-06-16 1259.6393
## 2009-06-17 1215.6985
## 2009-06-18 1215.6985
## 2009-06-19 1274.2863
## 2009-06-22 1266.9626
## 2009-06-23 1274.2863
## 2009-06-24 1281.6097
## 2009-06-25 1296.2566
## 2009-06-26 1340.1978
## 2009-06-29 1350.7031
## 2009-06-30 1388.2227
## 2009-07-01 1455.7581
## 2009-07-02 1500.7809
## 2009-07-03 1485.7731
## 2009-07-06 1500.7809
## 2009-07-07 1508.2850
## 2009-07-08 1508.2850
## 2009-07-09 1553.3088
## 2009-07-10 1538.3007
## 2009-07-13 1470.7656
## 2009-07-14 1500.7809
## 2009-07-15 1575.8203
## 2009-07-16 1590.8279
## 2009-07-17 1628.3477
## 2009-07-20 1628.3477
## 2009-07-21 1613.3396
## 2009-07-22 1620.8439
## 2009-07-23 1635.8514
## 2009-07-24 1628.3477
## 2009-07-27 1800.9373
## 2009-07-28 1763.4181
## 2009-07-29 1770.9219
## 2009-07-30 1785.9299
## 2009-07-31 1740.9059
## 2009-08-03 1710.8906
## 2009-08-04 1740.9059
## 2009-08-05 1688.3791
## 2009-08-06 1673.3713
## 2009-08-07 1643.3555
## 2009-08-10 1650.8594
## 2009-08-11 1628.3477
## 2009-08-12 1635.8514
## 2009-08-13 1635.8514
## 2009-08-14 1620.8439
## 2009-08-18 1650.8594
## 2009-08-19 1650.8594
## 2009-08-20 1643.3555
## 2009-08-21 1620.8439
## 2009-08-24 1568.3160
## 2009-08-25 1560.8124
## 2009-08-26 1538.3007
## 2009-08-27 1530.7969
## 2009-08-28 1530.7969
## 2009-08-31 1515.7888
## 2009-09-01 1523.2930
## 2009-09-02 1545.8049
## 2009-09-03 1553.3088
## 2009-09-04 1560.8124
## 2009-09-07 1628.3477
## 2009-09-08 1635.8514
## 2009-09-09 1613.3396
## 2009-09-10 1553.3088
## 2009-09-11 1568.3160
## 2009-09-14 1598.3318
## 2009-09-15 1590.8279
## 2009-09-16 1628.3477
## 2009-09-17 1613.3396
## 2009-09-24 1635.8514
## 2009-09-25 1605.8358
## 2009-09-28 1575.8203
## 2009-09-29 1620.8439
## 2009-09-30 1605.8358
## 2009-10-01 1635.8514
## 2009-10-02 1635.8514
## 2009-10-05 1613.3396
## 2009-10-06 1650.8594
## 2009-10-07 1643.3555
## 2009-10-08 1635.8514
## 2009-10-09 1650.8594
## 2009-10-12 1628.3477
## 2009-10-13 1658.3630
## 2009-10-14 1658.3630
## 2009-10-15 1635.8514
## 2009-10-16 1643.3555
## 2009-10-19 1643.3555
## 2009-10-20 1635.8514
## 2009-10-21 1613.3396
## 2009-10-22 1575.8203
## 2009-10-23 1575.8203
## 2009-10-26 1605.8358
## 2009-10-27 1575.8203
## 2009-10-28 1553.3088
## 2009-10-29 1523.2930
## 2009-10-30 1515.7888
## 2009-11-02 1605.8358
## 2009-11-03 1545.8049
## 2009-11-04 1530.7969
## 2009-11-05 1530.7969
## 2009-11-06 1508.2850
## 2009-11-09 1523.2930
## 2009-11-10 1545.8049
## 2009-11-11 1553.3088
## 2009-11-12 1560.8124
## 2009-11-13 1568.3160
## 2009-11-16 1605.8358
## 2009-11-17 1613.3396
## 2009-11-18 1650.8594
## 2009-11-19 1658.3630
## 2009-11-20 1688.3791
## 2009-11-23 1695.8826
## 2009-11-24 1718.3942
## 2009-11-25 1688.3791
## 2009-11-26 1658.0939
## 2009-11-30 1673.2361
## 2009-12-01 1771.6620
## 2009-12-02 1711.0923
## 2009-12-03 1711.0923
## 2009-12-04 1786.8046
## 2009-12-07 1794.3756
## 2009-12-08 1711.0923
## 2009-12-09 1695.9502
## 2009-12-10 1665.6652
## 2009-12-11 1665.6652
## 2009-12-14 1695.9502
## 2009-12-15 1695.9502
## 2009-12-16 1718.6638
## 2009-12-17 1665.6652
## 2009-12-21 1605.0956
## 2009-12-22 1665.6652
## 2009-12-23 1688.3791
## 2009-12-28 1680.8077
## 2009-12-29 1665.6652
## 2009-12-30 1673.2361
## 2010-01-04 1673.2361
## 2010-01-05 1726.2350
## 2010-01-06 1711.0923
## 2010-01-07 1680.8077
## 2010-01-08 1688.3791
## 2010-01-11 1703.5212
## 2010-01-12 1680.8077
## 2010-01-13 1673.2361
## 2010-01-14 1665.6652
## 2010-01-15 1665.6652
## 2010-01-18 1665.6652
## 2010-01-19 1711.0923
## 2010-01-20 1764.0913
## 2010-01-21 1748.9487
## 2010-01-22 1748.9487
## 2010-01-25 1733.8064
## 2010-01-26 1733.8064
## 2010-01-27 1733.8064
## 2010-01-28 1726.2350
## 2010-01-29 1711.0923
## 2010-02-01 1733.8064
## 2010-02-02 1733.8064
## 2010-02-03 1756.5200
## 2010-02-04 1726.2350
## 2010-02-05 1695.9502
## 2010-02-08 1635.3804
## 2010-02-09 1650.5227
## 2010-02-10 1642.9517
## 2010-02-11 1703.5212
## 2010-02-12 1726.2350
## 2010-02-15 1703.5212
## 2010-02-16 1733.8064
## 2010-02-17 1726.2350
## 2010-02-18 1703.5212
## 2010-02-19 1711.0923
## 2010-02-22 1695.9502
## 2010-02-23 1726.2350
## 2010-02-24 1741.3776
## 2010-02-25 1741.3776
## 2010-03-01 1741.3776
## 2010-03-02 1756.5200
## 2010-03-03 1711.0923
## 2010-03-04 1726.2350
## 2010-03-05 1726.2350
## 2010-03-08 1771.6620
## 2010-03-09 1801.9469
## 2010-03-10 1907.9442
## 2010-03-11 1817.0895
## 2010-03-12 1832.2316
## 2010-03-15 1817.0895
## 2010-03-17 1832.2316
## 2010-03-18 1809.5183
## 2010-03-19 1847.3741
## 2010-03-22 1817.0895
## 2010-03-23 1824.6604
## 2010-03-24 1854.9459
## 2010-03-25 1885.2301
## 2010-03-26 1862.5161
## 2010-03-29 1839.8025
## 2010-03-30 1862.5161
## 2010-03-31 1839.8025
## 2010-04-01 1839.8025
## 2010-04-05 1854.9459
## 2010-04-06 1862.5161
## 2010-04-07 1900.3723
## 2010-04-08 1877.6592
## 2010-04-09 1854.9459
## 2010-04-12 1847.3741
## 2010-04-13 1892.8010
## 2010-04-14 1862.5161
## 2010-04-15 1907.9442
## 2010-04-16 1907.9442
## 2010-04-19 1907.9442
## 2010-04-20 1923.0863
## 2010-04-21 1938.2281
## 2010-04-22 1923.0863
## 2010-04-23 1976.0847
## 2010-04-26 2044.2256
## 2010-04-27 2059.3679
## 2010-04-28 2089.6528
## 2010-04-29 2097.2239
## 2010-04-30 2097.2239
## 2010-05-03 2188.0784
## 2010-05-04 2392.5012
## 2010-05-05 2453.0706
## 2010-05-06 2256.2195
## 2010-05-07 2256.2195
## 2010-05-10 2256.2195
## 2010-05-11 2210.7920
## 2010-05-12 2286.5046
## 2010-05-14 2347.0742
## 2010-05-17 2316.7891
## 2010-05-18 2301.6460
## 2010-05-19 2248.6487
## 2010-05-20 2157.7932
## 2010-05-21 2142.6514
## 2010-05-24 2225.9341
## 2010-05-25 2195.6494
## 2010-05-26 2392.5012
## 2010-05-27 2294.0752
## 2010-05-31 2362.2163
## 2010-06-01 2271.3621
## 2010-06-02 2339.5029
## 2010-06-03 2430.3569
## 2010-06-04 2460.6418
## 2010-06-07 2453.0706
## 2010-06-08 2483.3552
## 2010-06-09 2437.9282
## 2010-06-10 2453.0706
## 2010-06-11 2437.9282
## 2010-06-14 2392.5012
## 2010-06-15 2362.2163
## 2010-06-16 2400.0715
## 2010-06-17 2490.9268
## 2010-06-18 2543.9255
## 2010-06-21 2566.6389
## 2010-06-22 2634.7795
## 2010-06-23 2695.3499
## 2010-06-24 2695.3499
## 2010-06-25 2793.7751
## 2010-06-28 2733.2051
## 2010-06-29 2694.5574
## 2010-06-30 2617.5701
## 2010-07-01 2617.5701
## 2010-07-02 2617.5701
## 2010-07-05 2617.5701
## 2010-07-06 2625.2690
## 2010-07-07 2625.2690
## 2010-07-08 2609.8711
## 2010-07-09 2632.9675
## 2010-07-12 2602.1733
## 2010-07-13 2563.6785
## 2010-07-14 2563.6785
## 2010-07-15 2548.2812
## 2010-07-16 2532.8845
## 2010-07-19 2540.5830
## 2010-07-20 2555.9810
## 2010-07-21 2540.5830
## 2010-07-22 2525.1853
## 2010-07-23 2517.4861
## 2010-07-26 2540.5830
## 2010-07-27 2563.6785
## 2010-07-28 2548.2812
## 2010-07-29 2640.6658
## 2010-07-30 2609.8711
## 2010-08-02 2579.0764
## 2010-08-03 2478.9932
## 2010-08-04 2502.0891
## 2010-08-05 2571.3772
## 2010-08-06 2555.9810
## 2010-08-09 2563.6785
## 2010-08-10 2555.9810
## 2010-08-11 2540.5830
## 2010-08-12 2532.8845
## 2010-08-13 2532.8845
## 2010-08-16 2555.9810
## 2010-08-18 2617.5701
## 2010-08-19 2602.1733
## 2010-08-20 2617.5701
## 2010-08-23 2609.8711
## 2010-08-24 2540.5830
## 2010-08-25 2602.1733
## 2010-08-26 2540.5830
## 2010-08-27 2548.2812
## 2010-08-30 2525.1853
## 2010-08-31 2478.9932
## 2010-09-01 2502.0891
## 2010-09-02 2463.5952
## 2010-09-03 2502.0891
## 2010-09-06 2532.8845
## 2010-09-07 2525.1853
## 2010-09-15 2586.7754
## 2010-09-16 2548.2812
## 2010-09-17 2540.5830
## 2010-09-20 2586.7754
## 2010-09-21 2579.0764
## 2010-09-22 2571.3772
## 2010-09-23 2586.7754
## 2010-09-24 2617.5701
## 2010-09-27 2632.9675
## 2010-09-28 2594.4739
## 2010-09-29 2625.2690
## 2010-09-30 2594.4739
## 2010-10-01 2632.9675
## 2010-10-04 2686.8589
## 2010-10-05 2671.4614
## 2010-10-06 2679.1604
## 2010-10-07 2679.1604
## 2010-10-08 2625.2690
## 2010-10-11 2671.4614
## 2010-10-12 2679.1604
## 2010-10-13 2879.3267
## 2010-10-14 2879.3267
## 2010-10-15 2779.2434
## 2010-10-18 2656.0637
## 2010-10-19 2694.5574
## 2010-10-20 2694.5574
## 2010-10-21 2686.8589
## 2010-10-22 2671.4614
## 2010-10-25 2679.1604
## 2010-10-26 2709.9551
## 2010-10-27 2717.6533
## 2010-10-28 2725.3528
## 2010-10-29 2686.8589
## 2010-11-01 2602.1733
## 2010-11-02 2517.4861
## 2010-11-03 2517.4861
## 2010-11-04 2540.5830
## 2010-11-05 2502.0891
## 2010-11-08 2525.1853
## 2010-11-09 2509.7881
## 2010-11-10 2517.4861
## 2010-11-11 2486.6914
## 2010-11-12 2509.7881
## 2010-11-15 2540.5830
## 2010-11-16 2571.3772
## 2010-11-18 2617.5701
## 2010-11-19 2686.8589
## 2010-11-22 2663.7625
## 2010-11-23 2617.5701
## 2010-11-24 2617.5701
## 2010-11-25 2640.6658
## 2010-11-26 2548.2812
## 2010-11-29 2494.0632
## 2010-11-30 2323.6611
## 2010-12-01 2432.0986
## 2010-12-02 2587.0093
## 2010-12-03 2509.5540
## 2010-12-06 2548.2817
## 2010-12-08 2563.7725
## 2010-12-09 2571.5188
## 2010-12-10 2548.2817
## 2010-12-13 2501.8081
## 2010-12-14 2447.5896
## 2010-12-15 2447.5896
## 2010-12-16 2346.8975
## 2010-12-17 2354.6423
## 2010-12-20 2424.3530
## 2010-12-21 2463.0806
## 2010-12-22 2463.0806
## 2010-12-23 2478.5710
## 2010-12-27 2439.8442
## 2010-12-28 2463.0806
## 2010-12-29 2509.5540
## 2010-12-30 2556.0269
## 2011-01-03 2486.3171
## 2011-01-04 2486.3171
## 2011-01-05 2532.7898
## 2011-01-06 2494.0632
## 2011-01-07 2470.8262
## 2011-01-10 2424.3530
## 2011-01-11 2401.1169
## 2011-01-12 2424.3530
## 2011-01-13 2463.0806
## 2011-01-14 2486.3171
## 2011-01-17 2548.2817
## 2011-01-18 2494.0632
## 2011-01-19 2432.0986
## 2011-01-20 2362.3884
## 2011-01-21 2207.4771
## 2011-01-24 2168.7505
## 2011-01-25 2191.9868
## 2011-01-26 2207.4771
## 2011-01-27 2292.6787
## 2011-01-28 2308.1704
## 2011-01-31 2331.4070
## 2011-02-01 2339.1521
## 2011-02-02 2362.3884
## 2011-02-04 2439.8442
## 2011-02-07 2408.8621
## 2011-02-08 2315.9160
## 2011-02-09 2323.6611
## 2011-02-10 2269.4424
## 2011-02-11 2261.6965
## 2011-02-14 2246.2056
## 2011-02-16 2346.8975
## 2011-02-17 2315.9160
## 2011-02-18 2401.1169
## 2011-02-21 2393.3711
## 2011-02-22 2362.3884
## 2011-02-23 2432.0986
## 2011-02-24 2416.6077
## 2011-02-25 2401.1169
## 2011-02-28 2509.5540
## 2011-03-01 2517.2998
## 2011-03-02 2509.5540
## 2011-03-03 2556.0269
## 2011-03-04 2587.0093
## 2011-03-07 2617.9915
## 2011-03-08 2602.5010
## 2011-03-09 2594.7546
## 2011-03-10 2587.0093
## 2011-03-11 2602.5010
## 2011-03-14 2556.0269
## 2011-03-15 2548.2817
## 2011-03-16 2563.7725
## 2011-03-17 2494.0632
## 2011-03-18 2416.6077
## 2011-03-21 2486.3171
## 2011-03-22 2470.8262
## 2011-03-23 2470.8262
## 2011-03-24 2525.0452
## 2011-03-25 2478.5710
## 2011-03-28 2439.8442
## 2011-03-29 2370.1340
## 2011-03-30 2370.1340
## 2011-03-31 2370.1340
## 2011-04-01 2393.3711
## 2011-04-04 2354.6423
## 2011-04-05 2370.1340
## 2011-04-06 2370.1340
## 2011-04-07 2370.1340
## 2011-04-08 2339.1521
## 2011-04-11 2346.8975
## 2011-04-12 2346.8975
## 2011-04-13 2339.1521
## 2011-04-14 2315.9160
## 2011-04-15 2315.9160
## 2011-04-18 2323.6611
## 2011-04-19 2346.8975
## 2011-04-20 2370.1340
## 2011-04-21 2377.8799
## 2011-04-25 2354.6423
## 2011-04-26 2362.3884
## 2011-04-27 2362.3884
## 2011-04-28 2370.1340
## 2011-04-29 2370.1340
## 2011-05-02 2370.1340
## 2011-05-03 2354.6423
## 2011-05-04 2323.6611
## 2011-05-05 2323.6611
## 2011-05-06 2315.9160
## 2011-05-09 2315.9160
## 2011-05-10 2308.1704
## 2011-05-11 2323.6611
## 2011-05-12 2308.1704
## 2011-05-13 2308.1704
## 2011-05-16 2292.6787
## 2011-05-18 2308.1704
## 2011-05-19 2315.9160
## 2011-05-20 2323.6611
## 2011-05-23 2300.4248
## 2011-05-24 2292.6787
## 2011-05-25 2292.6787
## 2011-05-26 2300.4248
## 2011-05-27 2300.4248
## 2011-05-30 2300.4248
## 2011-05-31 2277.1877
## 2011-06-01 2292.6787
## 2011-06-03 2315.9160
## 2011-06-06 2308.1704
## 2011-06-07 2315.9160
## 2011-06-08 2292.6787
## 2011-06-09 2277.1877
## 2011-06-10 2277.1877
## 2011-06-13 2261.6965
## 2011-06-14 2292.6787
## 2011-06-15 2300.4248
## 2011-06-16 2292.6787
## 2011-06-17 2292.6787
## 2011-06-20 2284.9331
## 2011-06-21 2300.4248
## 2011-06-22 2323.6611
## 2011-06-23 2323.6611
## 2011-06-24 2354.6423
## 2011-06-27 2346.8975
## 2011-06-28 2361.7981
## 2011-06-30 2361.7981
## 2011-07-01 2369.7229
## 2011-07-04 2369.7229
## 2011-07-05 2345.9468
## 2011-07-06 2353.8726
## 2011-07-07 2338.0205
## 2011-07-08 2377.6484
## 2011-07-11 2393.4995
## 2011-07-12 2345.9468
## 2011-07-13 2338.0205
## 2011-07-14 2353.8726
## 2011-07-15 2377.6484
## 2011-07-18 2369.7229
## 2011-07-19 2361.7981
## 2011-07-20 2369.7229
## 2011-07-21 2377.6484
## 2011-07-22 2385.5742
## 2011-07-25 2369.7229
## 2011-07-26 2377.6484
## 2011-07-27 2417.2759
## 2011-07-28 2496.5308
## 2011-07-29 2472.7546
## 2011-08-01 2520.3076
## 2011-08-02 2536.1577
## 2011-08-03 2552.0098
## 2011-08-04 2694.6687
## 2011-08-05 2575.7859
## 2011-08-08 2536.1577
## 2011-08-09 2377.6484
## 2011-08-10 2504.4568
## 2011-08-11 2599.5620
## 2011-08-12 2599.5620
## 2011-08-15 2655.0403
## 2011-08-16 2662.9670
## 2011-08-18 2750.1472
## 2011-08-19 2623.3389
## 2011-08-22 2639.1899
## 2011-08-23 2662.9670
## 2011-08-24 2607.4883
## 2011-08-25 2559.9351
## 2011-08-26 2678.8176
## 2011-09-05 2655.0403
## 2011-09-06 2694.6687
## 2011-09-07 2758.0728
## 2011-09-08 2781.8489
## 2011-09-09 2781.8489
## 2011-09-12 2694.6687
## 2011-09-13 2702.5938
## 2011-09-14 2710.5193
## 2011-09-15 2647.1152
## 2011-09-16 2670.8918
## 2011-09-19 2544.0840
## 2011-09-20 2544.0840
## 2011-09-21 2504.4568
## 2011-09-22 2377.6484
## 2011-09-23 2433.1274
## 2011-09-26 2409.3499
## 2011-09-27 2472.7546
## 2011-09-28 2472.7546
## 2011-09-29 2488.6055
## 2011-09-30 2615.4136
## 2011-10-03 2552.0098
## 2011-10-04 2496.5308
## 2011-10-05 2512.3816
## 2011-10-06 2544.0840
## 2011-10-07 2520.3076
## 2011-10-10 2472.7546
## 2011-10-11 2464.8289
## 2011-10-12 2536.1577
## 2011-10-13 2512.3816
## 2011-10-14 2488.6055
## 2011-10-17 2448.9783
## 2011-10-18 2488.6055
## 2011-10-19 2488.6055
## 2011-10-20 2480.6797
## 2011-10-21 2528.2332
## 2011-10-24 2559.9351
## 2011-10-25 2567.8601
## 2011-10-26 2552.0098
## 2011-10-27 2544.0840
## 2011-10-28 2488.6055
## 2011-10-31 2480.6797
## 2011-11-01 2480.6797
## 2011-11-02 2504.4568
## 2011-11-03 2488.6055
## 2011-11-04 2512.3816
## 2011-11-07 2496.5308
## 2011-11-08 2504.4568
## 2011-11-09 2567.8601
## 2011-11-10 2544.0840
## 2011-11-11 2528.2332
## 2011-11-14 2536.1577
## 2011-11-15 2520.3076
## 2011-11-16 2512.3816
## 2011-11-17 2559.9351
## 2011-11-18 2559.9351
## 2011-11-21 2567.8601
## 2011-11-22 2662.9670
## 2011-11-23 2773.9233
## 2011-11-24 2758.0728
## 2011-11-25 2829.4016
## 2011-11-28 2781.8489
## 2011-11-29 2869.0293
## 2011-11-30 2884.8801
## 2011-12-01 2884.8801
## 2011-12-02 2789.7744
## 2011-12-05 2837.3271
## 2011-12-06 2853.1782
## 2011-12-07 2877.2896
## 2011-12-08 2861.2153
## 2011-12-09 2821.0295
## 2011-12-12 2829.0669
## 2011-12-13 2780.8445
## 2011-12-14 2829.0669
## 2011-12-15 2812.9924
## 2011-12-16 2780.8445
## 2011-12-19 2941.5864
## 2011-12-20 2885.3264
## 2011-12-21 2925.5122
## 2011-12-22 2989.8088
## 2011-12-23 3013.9214
## 2011-12-27 2941.5864
## 2011-12-28 2941.5864
## 2011-12-29 2973.7351
## 2011-12-30 3021.9583
## 2012-01-02 2981.7722
## 2012-01-03 2973.7351
## 2012-01-04 3102.3296
## 2012-01-05 3222.8857
## 2012-01-06 3086.2549
## 2012-01-09 3150.5520
## 2012-01-10 3182.7002
## 2012-01-11 3102.3296
## 2012-01-12 3166.6267
## 2012-01-13 3206.8120
## 2012-01-16 3174.6633
## 2012-01-17 3182.7002
## 2012-01-18 3214.8486
## 2012-01-19 3255.0344
## 2012-01-20 3287.1829
## 2012-01-24 3423.8137
## 2012-01-25 3311.2937
## 2012-01-26 3335.4058
## 2012-01-27 3295.2202
## 2012-01-30 3150.5520
## 2012-01-31 3150.5520
## 2012-02-01 3182.7002
## 2012-02-02 3214.8486
## 2012-02-03 3198.7749
## 2012-02-06 3150.5520
## 2012-02-07 3206.8120
## 2012-02-08 3182.7002
## 2012-02-09 3206.8120
## 2012-02-10 3102.3296
## 2012-02-13 3190.7375
## 2012-02-14 3198.7749
## 2012-02-15 3206.8120
## 2012-02-16 3134.4775
## 2012-02-17 3158.5894
## 2012-02-20 3166.6267
## 2012-02-21 3118.4036
## 2012-02-22 3078.2178
## 2012-02-23 2981.7722
## 2012-02-24 2925.5122
## 2012-02-27 2989.8088
## 2012-02-28 2981.7722
## 2012-02-29 3094.2922
## 2012-03-01 2997.8462
## 2012-03-02 3094.2922
## 2012-03-05 3054.1062
## 2012-03-06 2997.8462
## 2012-03-07 3021.9583
## 2012-03-08 3086.2549
## 2012-03-09 3021.9583
## 2012-03-12 3182.7002
## 2012-03-13 3166.6267
## 2012-03-14 3182.7002
## 2012-03-15 3078.2178
## 2012-03-16 3158.5894
## 2012-03-19 3094.2922
## 2012-03-20 3102.3296
## 2012-03-21 3126.4404
## 2012-03-22 3118.4036
## 2012-03-26 3134.4775
## 2012-03-27 3102.3296
## 2012-03-28 3134.4775
## 2012-03-29 3142.5149
## 2012-03-30 3214.8486
## 2012-04-02 3238.9602
## 2012-04-03 3238.9602
## 2012-04-04 3126.4404
## 2012-04-05 3134.4775
## 2012-04-09 3126.4404
## 2012-04-10 3110.3660
## 2012-04-11 3134.4775
## 2012-04-12 3046.0696
## 2012-04-13 3054.1062
## 2012-04-16 3029.9951
## 2012-04-17 3038.0322
## 2012-04-18 3062.1433
## 2012-04-19 3029.9951
## 2012-04-20 3070.1804
## 2012-04-23 3102.3296
## 2012-04-24 3134.4775
## 2012-04-25 3094.2922
## 2012-04-26 3126.4404
## 2012-04-27 3102.3296
## 2012-04-30 3190.7375
## 2012-05-01 3238.9602
## 2012-05-02 3238.9602
## 2012-05-03 3327.3689
## 2012-05-04 3415.7771
## 2012-05-07 3399.7029
## 2012-05-08 3600.6306
## 2012-05-09 3512.2227
## 2012-05-10 3520.2588
## 2012-05-11 3472.0364
## 2012-05-14 3504.1848
## 2012-05-15 3415.7771
## 2012-05-16 3415.7771
## 2012-05-21 3335.4058
## 2012-05-22 3391.6653
## 2012-05-23 3407.7395
## 2012-05-24 3391.6653
## 2012-05-25 3383.6287
## 2012-05-28 3375.5911
## 2012-05-29 3391.6653
## 2012-05-30 3391.6653
## 2012-05-31 3303.2571
## 2012-06-01 3303.2571
## 2012-06-04 3263.0718
## 2012-06-05 3255.0344
## 2012-06-06 3319.3311
## 2012-06-07 3520.2588
## 2012-06-08 3681.0024
## 2012-06-11 3664.9275
## 2012-06-12 3817.6326
## 2012-06-13 3689.0381
## 2012-06-14 3648.8538
## 2012-06-15 3608.6677
## 2012-06-18 3825.6702
## 2012-06-19 3833.7080
## 2012-06-20 3857.8188
## 2012-06-21 3809.5962
## 2012-06-22 3705.1133
## 2012-06-25 3656.8899
## 2012-06-26 3640.8157
## 2012-06-27 3729.2249
## 2012-06-28 3769.2786
## 2012-06-29 3728.5740
## 2012-07-02 3842.5471
## 2012-07-03 4029.7900
## 2012-07-04 3915.8164
## 2012-07-05 3923.9578
## 2012-07-06 3940.2393
## 2012-07-09 3850.6877
## 2012-07-10 3801.8420
## 2012-07-11 3818.1238
## 2012-07-12 3744.8557
## 2012-07-13 3891.3931
## 2012-07-16 3875.1111
## 2012-07-17 3923.9578
## 2012-07-18 3842.5471
## 2012-07-19 3866.9695
## 2012-07-20 3744.8557
## 2012-07-23 3696.0093
## 2012-07-24 3647.1633
## 2012-07-25 3671.5867
## 2012-07-26 3793.7017
## 2012-07-27 3923.9578
## 2012-07-30 3923.9578
## 2012-07-31 3948.3804
## 2012-08-01 3923.9578
## 2012-08-02 4005.3660
## 2012-08-03 3980.9436
## 2012-08-06 4005.3660
## 2012-08-07 3907.6750
## 2012-08-08 4005.3660
## 2012-08-09 4037.9314
## 2012-08-10 4037.9314
## 2012-08-13 4062.3538
## 2012-08-14 4151.9048
## 2012-08-15 4143.7637
## 2012-08-16 4160.0449
## 2012-08-23 4151.9048
## 2012-08-24 4160.0449
## 2012-08-27 4184.4688
## 2012-08-28 4200.7510
## 2012-08-29 4387.9941
## 2012-08-30 4371.7114
## 2012-08-31 4412.4170
## 2012-09-03 4575.2358
## 2012-09-04 4558.9546
## 2012-09-05 4314.7246
## 2012-09-06 4412.4170
## 2012-09-07 4558.9546
## 2012-09-10 4615.9409
## 2012-09-11 4558.9546
## 2012-09-12 4550.8135
## 2012-09-13 4550.8135
## 2012-09-14 4526.3901
## 2012-09-17 4558.9546
## 2012-09-18 4510.1084
## 2012-09-19 4510.1084
## 2012-09-20 4339.1465
## 2012-09-21 4339.1465
## 2012-09-24 4192.6099
## 2012-09-25 4192.6099
## 2012-09-26 4086.7766
## 2012-09-27 4192.6099
## 2012-09-28 4241.4556
## 2012-10-01 4192.6099
## 2012-10-02 4241.4556
## 2012-10-03 4249.5972
## 2012-10-04 4249.5972
## 2012-10-05 4241.4556
## 2012-10-08 4217.0327
## 2012-10-09 4233.3149
## 2012-10-10 4217.0327
## 2012-10-11 4225.1738
## 2012-10-12 4249.5972
## 2012-10-15 4233.3149
## 2012-10-16 4217.0327
## 2012-10-17 4208.8911
## 2012-10-18 4225.1738
## 2012-10-19 4233.3149
## 2012-10-22 4225.1738
## 2012-10-23 4151.9048
## 2012-10-24 4151.9048
## 2012-10-25 4143.7637
## 2012-10-29 4160.0449
## 2012-10-30 4257.7383
## 2012-10-31 4241.4556
## 2012-11-01 4282.1602
## 2012-11-02 4290.3022
## 2012-11-05 4249.5972
## 2012-11-06 4233.3149
## 2012-11-07 4282.1602
## 2012-11-08 4274.0200
## 2012-11-09 4233.3149
## 2012-11-12 4208.8911
## 2012-11-13 4208.8911
## 2012-11-14 4257.7383
## 2012-11-19 4176.3267
## 2012-11-20 4233.3149
## 2012-11-21 4265.8789
## 2012-11-22 4282.1602
## 2012-11-23 4306.5840
## 2012-11-26 4379.8525
## 2012-11-27 4200.7510
## 2012-11-28 4282.1602
## 2012-11-29 4363.5713
## 2012-11-30 4290.3022
## 2012-12-03 4265.8789
## 2012-12-04 4274.0200
## 2012-12-05 4233.3149
## 2012-12-06 4233.3149
## 2012-12-07 4274.0200
## 2012-12-10 4225.1738
## 2012-12-11 4274.5908
## 2012-12-12 3813.3635
## 2012-12-13 3352.1362
## 2012-12-14 3656.8752
## 2012-12-17 3590.9856
## 2012-12-18 3558.0405
## 2012-12-19 3549.8047
## 2012-12-20 3385.0801
## 2012-12-21 3426.2615
## 2012-12-26 3508.6235
## 2012-12-27 3492.1511
## 2012-12-28 3434.4983
## 2013-01-02 3599.2219
## 2013-01-03 3640.4023
## 2013-01-04 3582.7500
## 2013-01-07 3574.5134
## 2013-01-08 3566.2773
## 2013-01-09 3533.3328
## 2013-01-10 3500.3877
## 2013-01-11 3508.6235
## 2013-01-14 3483.9155
## 2013-01-15 3500.3877
## 2013-01-16 3558.0405
## 2013-01-17 3541.5681
## 2013-01-18 3698.0564
## 2013-01-21 3788.6553
## 2013-01-22 3788.6553
## 2013-01-23 3698.0564
## 2013-01-25 3665.1123
## 2013-01-28 3632.1675
## 2013-01-29 3566.2773
## 2013-01-30 3558.0405
## 2013-01-31 3632.1675
## 2013-02-01 3615.6941
## 2013-02-04 3615.6941
## 2013-02-05 3656.8752
## 2013-02-06 3656.8752
## 2013-02-07 3673.3481
## 2013-02-08 3623.9307
## 2013-02-11 3615.6941
## 2013-02-12 3673.3481
## 2013-02-13 3755.7102
## 2013-02-14 3747.4729
## 2013-02-15 3788.6553
## 2013-02-18 3772.1829
## 2013-02-19 3747.4729
## 2013-02-20 3821.5999
## 2013-02-21 3813.3635
## 2013-02-22 3780.4182
## 2013-02-25 3763.9465
## 2013-02-26 3673.3481
## 2013-02-27 3731.0010
## 2013-02-28 3763.9465
## 2013-03-01 3747.4729
## 2013-03-04 3788.6553
## 2013-03-05 3755.7102
## 2013-03-06 3780.4182
## 2013-03-07 3763.9465
## 2013-03-08 3788.6553
## 2013-03-11 3772.1829
## 2013-03-13 3755.7102
## 2013-03-14 3623.9307
## 2013-03-15 3673.3481
## 2013-03-18 3706.2927
## 2013-03-19 3747.4729
## 2013-03-20 3714.5291
## 2013-03-21 3755.7102
## 2013-03-22 3640.4023
## 2013-03-25 3747.4729
## 2013-03-26 3698.0564
## 2013-03-27 3747.4729
## 2013-03-28 3755.7102
## 2013-04-01 3648.6387
## 2013-04-02 3731.0010
## 2013-04-03 3739.2373
## 2013-04-04 3747.4729
## 2013-04-05 3780.4182
## 2013-04-08 3772.1829
## 2013-04-09 3739.2373
## 2013-04-10 3747.4729
## 2013-04-11 3772.1829
## 2013-04-12 3755.7102
## 2013-04-15 3706.2927
## 2013-04-16 3763.9465
## 2013-04-17 3739.2373
## 2013-04-18 3731.0010
## 2013-04-19 3731.0010
## 2013-04-22 3706.2927
## 2013-04-23 3755.7102
## 2013-04-24 3788.6553
## 2013-04-25 3788.6553
## 2013-04-26 3747.4729
## 2013-04-29 3788.6553
## 2013-04-30 4324.0078
## 2013-05-01 4233.4097
## 2013-05-02 4159.2847
## 2013-05-03 4266.3550
## 2013-05-06 4447.5513
## 2013-05-07 4455.7876
## 2013-05-08 4562.8579
## 2013-05-10 4529.9136
## 2013-05-13 4554.6221
## 2013-05-14 4645.2192
## 2013-05-15 4628.7480
## 2013-05-16 4636.9834
## 2013-05-17 5147.6289
## 2013-05-20 5197.0459
## 2013-05-21 5098.2114
## 2013-05-22 5081.7393
## 2013-05-23 5205.2822
## 2013-05-24 5320.5889
## 2013-05-27 5188.8101
## 2013-05-28 5444.1318
## 2013-05-29 5510.0215
## 2013-05-30 5328.8262
## 2013-05-31 5024.0845
## 2013-06-03 4785.2363
## 2013-06-04 5155.8652
## 2013-06-05 5106.4482
## 2013-06-07 4760.5259
## 2013-06-10 4562.8579
## 2013-06-11 4431.0791
## 2013-06-12 4851.1250
## 2013-06-13 4579.3301
## 2013-06-14 4752.2905
## 2013-06-17 4760.5259
## 2013-06-18 4859.3604
## 2013-06-19 4776.9995
## 2013-06-20 4538.1489
## 2013-06-21 4488.7314
## 2013-06-24 4348.7168
## 2013-06-25 4282.8276
## 2013-06-26 4612.2759
## 2013-06-27 4842.8887
## 2013-06-28 5065.2671
## 2013-07-01 4921.0479
## 2013-07-02 4987.6626
## 2013-07-03 4712.8828
## 2013-07-04 4696.2285
## 2013-07-05 4879.4160
## 2013-07-08 4662.9233
## 2013-07-09 4637.9434
## 2013-07-10 4896.0698
## 2013-07-11 5270.7690
## 2013-07-12 5162.5225
## 2013-07-15 5287.4214
## 2013-07-16 5287.4214
## 2013-07-17 5478.9355
## 2013-07-18 5645.4673
## 2013-07-19 5762.0410
## 2013-07-22 5495.5879
## 2013-07-23 5662.1211
## 2013-07-24 5662.1211
## 2013-07-25 5470.6079
## 2013-07-26 5487.2617
## 2013-07-29 5295.7485
## 2013-07-30 5362.3613
## 2013-07-31 5295.7485
## 2013-08-01 5320.7290
## 2013-08-02 5237.4619
## 2013-08-12 4995.9888
## 2013-08-13 5220.8086
## 2013-08-14 5204.1553
## 2013-08-15 5112.5625
## 2013-08-16 5112.5625
## 2013-08-19 4862.7627
## 2013-08-20 4812.8022
## 2013-08-21 4912.7217
## 2013-08-22 4954.3550
## 2013-08-23 4829.4561
## 2013-08-26 4712.8828
## 2013-08-27 4637.9434
## 2013-08-28 4662.9233
## 2013-08-29 4721.2100
## 2013-08-30 5195.8286
## 2013-09-02 5095.9087
## 2013-09-03 5245.7886
## 2013-09-04 5087.5820
## 2013-09-05 5162.5225
## 2013-09-06 5312.4019
## 2013-09-09 5329.0537
## 2013-09-10 5495.5879
## 2013-09-11 5495.5879
## 2013-09-12 5137.5430
## 2013-09-13 5112.5625
## 2013-09-16 5354.0352
## 2013-09-17 5245.7886
## 2013-09-18 5120.8887
## 2013-09-19 5262.4419
## 2013-09-20 5329.0537
## 2013-09-23 5320.7290
## 2013-09-24 5245.7886
## 2013-09-25 5245.7886
## 2013-09-26 5129.2158
## 2013-09-27 5154.1958
## 2013-09-30 5020.9692
## 2013-10-01 5045.9492
## 2013-10-02 5162.5225
## 2013-10-03 5145.8691
## 2013-10-04 5112.5625
## 2013-10-07 5045.9492
## 2013-10-08 5070.9287
## 2013-10-09 5037.6221
## 2013-10-10 5045.9492
## 2013-10-11 5120.8887
## 2013-10-16 5012.6421
## 2013-10-17 5095.9087
## 2013-10-18 5129.2158
## 2013-10-21 5245.7886
## 2013-10-22 5129.2158
## 2013-10-23 5279.0947
## 2013-10-24 5354.0352
## 2013-10-25 5337.3809
## 2013-10-28 5329.0537
## 2013-10-29 5295.7485
## 2013-10-30 5204.1553
## 2013-10-31 4995.9888
## 2013-11-01 4962.6831
## 2013-11-04 4971.0098
## 2013-11-06 5129.2158
## 2013-11-07 5029.2954
## 2013-11-08 5020.9692
## 2013-11-11 4962.6831
## 2013-11-12 4962.6831
## 2013-11-13 4929.3755
## 2013-11-14 4979.3369
## 2013-11-15 4829.4561
## 2013-11-18 4912.7217
## 2013-11-19 4862.7627
## 2013-11-20 4779.4966
## 2013-11-21 4587.9829
## 2013-11-22 4571.3306
## 2013-11-25 4629.6162
## 2013-11-26 4329.8579
## 2013-11-27 4446.4292
## 2013-11-28 4438.1025
## 2013-11-29 4429.7764
## 2013-12-02 4504.7173
## 2013-12-03 4425.4795
## 2013-12-04 4349.6147
## 2013-12-05 4299.0371
## 2013-12-06 4299.0371
## 2013-12-09 4425.4795
## 2013-12-10 4518.2046
## 2013-12-11 4484.4854
## 2013-12-12 4467.6265
## 2013-12-13 4374.9028
## 2013-12-16 4341.1846
## 2013-12-17 4383.3330
## 2013-12-18 4366.4741
## 2013-12-19 4366.4741
## 2013-12-20 4383.3330
## 2013-12-23 4307.4663
## 2013-12-24 4400.1919
## 2013-12-27 4484.4854
## 2013-12-30 4383.3330
## 2014-01-02 4518.2046
## 2014-01-03 4467.6265
## 2014-01-06 4509.7754
## 2014-01-07 4417.0508
## 2014-01-08 4417.0508
## 2014-01-09 4395.9761
## 2014-01-10 4366.4741
## 2014-01-13 4556.1357
## 2014-01-15 4724.7266
## 2014-01-16 4686.7935
## 2014-01-17 4661.5054
## 2014-01-20 4728.9409
## 2014-01-21 4745.7998
## 2014-01-22 4804.8052
## 2014-01-23 4817.4497
## 2014-01-24 4733.1562
## 2014-01-27 4572.9966
## 2014-01-28 4669.9346
## 2014-01-29 4804.8052
## 2014-01-30 4813.2363
## 2014-02-03 4787.9473
## 2014-02-04 4695.2236
## 2014-02-05 4741.5854
## 2014-02-06 4754.2285
## 2014-02-07 4758.4448
## 2014-02-10 4737.3706
## 2014-02-11 4653.0757
## 2014-02-12 4720.5117
## 2014-02-13 4741.5854
## 2014-02-14 4783.7324
## 2014-02-17 4783.7324
## 2014-02-18 4733.1562
## 2014-02-19 4787.9473
## 2014-02-20 4771.0884
## 2014-02-21 4787.9473
## 2014-02-24 4783.7324
## 2014-02-25 4787.9473
## 2014-02-26 4724.7266
## 2014-02-27 4724.7266
## 2014-02-28 4817.4497
## 2014-03-03 4766.8740
## 2014-03-04 4724.7266
## 2014-03-05 4741.5854
## 2014-03-06 4771.0884
## 2014-03-07 4741.5854
## 2014-03-10 4762.6587
## 2014-03-11 4800.5918
## 2014-03-12 4889.1016
## 2014-03-13 5108.2681
## 2014-03-14 5205.2075
## 2014-03-17 5011.3286
## 2014-03-18 4884.8867
## 2014-03-19 4872.2417
## 2014-03-20 4741.5854
## 2014-03-21 4741.5854
## 2014-03-24 4771.0884
## 2014-03-25 4762.6587
## 2014-03-26 4842.7397
## 2014-03-27 4838.5249
## 2014-03-28 4931.2490
## 2014-04-01 5057.6909
## 2014-04-02 5045.0464
## 2014-04-03 5057.6909
## 2014-04-04 4956.5376
## 2014-04-07 5049.2617
## 2014-04-08 5002.9004
## 2014-04-09 5002.9004
## 2014-04-10 4981.8242
## 2014-04-11 5146.2002
## 2014-04-14 5184.1338
## 2014-04-15 5171.4897
## 2014-04-16 5074.5498
## 2014-04-17 5192.5630
## 2014-04-21 5175.7041
## 2014-04-22 5196.7764
## 2014-04-23 5053.4761
## 2014-04-24 4939.6787
## 2014-04-25 4893.3159
## 2014-04-28 4817.4497
## 2014-04-29 4889.1016
## 2014-04-30 4931.2490
## 2014-05-02 4922.8198
## 2014-05-05 5011.3286
## 2014-05-06 4952.3228
## 2014-05-07 5095.6230
## 2014-05-08 5125.1260
## 2014-05-09 5184.1338
## 2014-05-12 5154.6299
## 2014-05-13 5091.4092
## 2014-05-14 5192.5630
## 2014-05-16 5192.5630
## 2014-05-19 5141.9849
## 2014-05-20 4990.2549
## 2014-05-21 5057.6909
## 2014-05-22 5061.9058
## 2014-05-23 5061.9058
## 2014-05-26 5078.7637
## 2014-05-28 5091.4092
## 2014-05-30 4910.1748
## 2014-06-02 5015.5430
## 2014-06-03 5066.1201
## 2014-06-04 5104.0537
## 2014-06-05 5133.5562
## 2014-06-06 5137.7715
## 2014-06-09 5053.4761
## 2014-06-10 5091.4092
## 2014-06-11 5137.7715
## 2014-06-12 5057.6909
## 2014-06-13 5023.9736
## 2014-06-16 4998.6851
## 2014-06-17 4973.3955
## 2014-06-18 4956.5376
## 2014-06-19 4981.8242
## 2014-06-20 5036.6182
## 2014-06-23 5023.9736
## 2014-06-24 5007.1152
## 2014-06-25 5007.1152
## 2014-06-26 5023.9736
## 2014-06-27 5031.8262
## 2014-06-30 4997.6836
## 2014-07-01 5078.7720
## 2014-07-02 5176.9346
## 2014-07-03 5155.5952
## 2014-07-04 5172.6655
## 2014-07-07 5275.0957
## 2014-07-08 5330.5776
## 2014-07-09 5330.5776
## 2014-07-10 5360.4526
## 2014-07-11 5189.7373
## 2014-07-14 5189.7373
## 2014-07-15 5356.1836
## 2014-07-16 5334.8457
## 2014-07-17 5275.0957
## 2014-07-18 5279.3633
## 2014-07-21 5309.2373
## 2014-07-22 5326.3101
## 2014-07-23 5330.5776
## 2014-07-24 5317.7734
## 2014-07-25 5249.4868
## 2014-08-04 5373.2559
## 2014-08-05 5275.0957
## 2014-08-06 5249.4868
## 2014-08-07 5253.7549
## 2014-08-08 5206.8086
## 2014-08-11 5334.8457
## 2014-08-12 5351.9175
## 2014-08-13 5462.8809
## 2014-08-14 5458.6138
## 2014-08-15 5445.8105
## 2014-08-18 5377.5229
## 2014-08-19 5368.9883
## 2014-08-20 5445.8105
## 2014-08-21 5445.8105
## 2014-08-22 5394.5967
## 2014-08-25 5377.5229
## 2014-08-26 5407.3989
## 2014-08-27 5454.3462
## 2014-08-28 5479.9526
## 2014-08-29 5296.4341
## 2014-09-01 5462.8809
## 2014-09-02 5462.8809
## 2014-09-03 5462.8809
## 2014-09-04 5407.3989
## 2014-09-05 5433.0063
## 2014-09-08 5437.2744
## 2014-09-09 5343.3809
## 2014-09-10 5317.7734
## 2014-09-11 5322.0415
## 2014-09-12 5343.3809
## 2014-09-15 5347.6494
## 2014-09-16 5394.5967
## 2014-09-17 5445.8105
## 2014-09-18 5458.6138
## 2014-09-19 5420.2026
## 2014-09-22 5458.6138
## 2014-09-23 5377.5229
## 2014-09-24 5347.6494
## 2014-09-25 5343.3809
## 2014-09-26 5428.7378
## 2014-09-29 5462.8809
## 2014-09-30 5428.7378
## 2014-10-01 5428.7378
## 2014-10-02 5403.1318
## 2014-10-03 5253.7549
## 2014-10-06 5249.4868
## 2014-10-07 5232.4165
## 2014-10-08 5219.6133
## 2014-10-09 5240.9521
## 2014-10-10 5258.0229
## 2014-10-13 5206.8086
## 2014-10-14 5279.3633
## 2014-10-15 5309.2373
## 2014-10-16 5279.3633
## 2014-10-17 5454.3462
## 2014-10-20 5322.0415
## 2014-10-21 5398.8638
## 2014-10-22 5467.1494
## 2014-10-23 5326.3101
## 2014-10-24 5223.8804
## 2014-10-27 5129.9868
## 2014-10-28 5100.1118
## 2014-10-29 5309.2373
## 2014-10-30 5198.2729
## 2014-10-31 5189.7373
## 2014-11-03 5198.2729
## 2014-11-04 5185.4692
## 2014-11-05 5176.9346
## 2014-11-06 5138.5229
## 2014-11-07 5087.3081
## 2014-11-10 5108.6479
## 2014-11-11 5211.0767
## 2014-11-12 5215.3447
## 2014-11-13 5232.4165
## 2014-11-14 5198.2729
## 2014-11-17 5300.7017
## 2014-11-18 5394.5967
## 2014-11-19 5309.2373
## 2014-11-20 5360.4526
## 2014-11-21 5368.9883
## 2014-11-24 5377.5229
## 2014-11-25 5411.6665
## 2014-11-26 5394.5967
## 2014-11-27 5462.8809
## 2014-11-28 5428.7378
## 2014-12-01 5356.1836
## 2014-12-02 5339.1143
## 2014-12-03 5397.0972
## 2014-12-04 5448.8667
## 2014-12-05 5466.1235
## 2014-12-08 5375.5249
## 2014-12-09 5353.9536
## 2014-12-10 5366.8960
## 2014-12-11 5332.3833
## 2014-12-12 5345.3252
## 2014-12-15 5388.4678
## 2014-12-16 5384.1543
## 2014-12-17 5297.8691
## 2014-12-18 5470.4375
## 2014-12-19 5522.2080
## 2014-12-22 5435.9233
## 2014-12-23 5435.9233
## 2014-12-24 5440.2383
## 2014-12-29 5513.5806
## 2014-12-30 5573.9785
## 2015-01-02 5612.8076
## 2015-01-05 5604.1792
## 2015-01-06 5604.1792
## 2015-01-07 5716.3491
## 2015-01-08 5759.4907
## 2015-01-09 5733.6064
## 2015-01-12 5539.4653
## 2015-01-13 5694.7769
## 2015-01-14 5634.3784
## 2015-01-15 5647.3208
## 2015-01-16 5781.0615
## 2015-01-19 5867.3467
## 2015-01-20 5901.8599
## 2015-01-21 6203.8564
## 2015-01-22 6177.9707
## 2015-01-23 6246.9980
## 2015-01-26 6126.2002
## 2015-01-27 6130.5146
## 2015-01-28 6126.2002
## 2015-01-29 6104.6294
## 2015-01-30 6182.2856
## 2015-02-02 6242.6846
## 2015-02-03 6277.1987
## 2015-02-04 6281.5127
## 2015-02-05 6083.0576
## 2015-02-06 6324.6543
## 2015-02-09 6234.0557
## 2015-02-10 6126.2002
## 2015-02-11 6156.3999
## 2015-02-12 6156.3999
## 2015-02-13 6268.5698
## 2015-02-16 6057.1729
## 2015-02-17 6195.2275
## 2015-02-18 6126.2002
## 2015-02-20 6096.0005
## 2015-02-23 6221.1133
## 2015-02-24 6216.7988
## 2015-02-25 6272.8843
## 2015-02-26 6298.7690
## 2015-02-27 6212.4854
## 2015-03-02 6281.5127
## 2015-03-03 6225.4277
## 2015-03-04 6229.7412
## 2015-03-05 6255.6279
## 2015-03-06 6523.1099
## 2015-03-09 6471.3394
## 2015-03-10 6523.1099
## 2015-03-11 6687.0503
## 2015-03-12 6872.5610
## 2015-03-13 6881.1899
## 2015-03-16 6829.4194
## 2015-03-17 6730.1914
## 2015-03-18 6471.3394
## 2015-03-19 6609.3940
## 2015-03-20 6609.3940
## 2015-03-23 6665.4785
## 2015-03-24 6712.9346
## 2015-03-25 6699.9932
## 2015-03-26 6643.9072
## 2015-03-27 6747.4492
## 2015-03-30 6842.3613
## 2015-03-31 6842.3613
## 2015-04-01 6734.5068
## 2015-04-02 6738.8203
## 2015-04-06 6781.9634
## 2015-04-07 6868.2471
## 2015-04-08 6678.4209
## 2015-04-09 6790.5908
## 2015-04-10 6799.2192
## 2015-04-13 6863.9331
## 2015-04-14 6687.0503
## 2015-04-15 6665.4785
## 2015-04-16 6574.8799
## 2015-04-17 6579.1943
## 2015-04-20 6626.6499
## 2015-04-21 6902.7612
## 2015-04-22 6963.1597
## 2015-04-23 7204.7563
## 2015-04-24 7420.4678
## 2015-04-27 7260.8413
## 2015-04-28 7679.3218
## 2015-04-29 7291.0410
## 2015-04-30 7351.4399
## 2015-05-04 7420.4678
## 2015-05-05 7623.2368
## 2015-05-06 7795.8062
## 2015-05-07 7489.4956
## 2015-05-08 7593.0376
## 2015-05-11 7532.6382
## 2015-05-12 7334.1836
## 2015-05-13 7299.6694
## 2015-05-15 7506.7534
## 2015-05-18 7567.1514
## 2015-05-19 7567.1514
## 2015-05-20 7480.8682
## 2015-05-21 7394.5830
## 2015-05-22 7554.2095
## 2015-05-25 7662.0649
## 2015-05-26 7890.7183
## 2015-05-27 7679.3218
## 2015-05-28 7756.9780
## 2015-05-29 7472.2393
## 2015-06-01 7454.9819
## 2015-06-03 7524.0098
## 2015-06-04 7360.0693
## 2015-06-05 7273.7856
## 2015-06-08 7170.2432
## 2015-06-09 6850.9902
## 2015-06-10 7135.7295
## 2015-06-11 7014.9307
## 2015-06-12 7114.1577
## 2015-06-15 6954.5322
## 2015-06-16 6974.7583
## 2015-06-17 7136.0498
## 2015-06-18 7236.3120
## 2015-06-19 7227.5928
## 2015-06-22 7245.0303
## 2015-06-23 7061.9429
## 2015-06-24 7218.8750
## 2015-06-25 7109.8940
## 2015-06-26 6974.7583
## 2015-06-29 6909.3691
## 2015-06-30 6887.5737
## 2015-07-01 6974.7583
## 2015-07-02 7031.4282
## 2015-07-03 7214.5161
## 2015-07-06 7061.9429
## 2015-07-07 7018.3501
## 2015-07-08 7096.8169
## 2015-07-09 6992.1953
## 2015-07-10 7009.6323
## 2015-07-13 7035.7876
## 2015-07-14 6974.7583
## 2015-07-15 7013.9912
## 2015-07-22 6979.1172
## 2015-07-23 7000.9141
## 2015-07-24 6970.3994
## 2015-07-27 6931.1670
## 2015-07-28 6974.7583
## 2015-07-29 6922.4478
## 2015-07-30 6713.2051
## 2015-07-31 6974.7583
## 2015-08-03 6778.5928
## 2015-08-04 6730.6421
## 2015-08-05 6835.2627
## 2015-08-06 6704.4863
## 2015-08-07 6748.0786
## 2015-08-10 6704.4863
## 2015-08-11 6495.2437
## 2015-08-12 6233.6899
## 2015-08-13 6469.0889
## 2015-08-14 6416.7778
## 2015-08-18 6386.2637
## 2015-08-19 6264.2046
## 2015-08-20 6238.0498
## 2015-08-21 6207.5347
## 2015-08-24 5928.5449
## 2015-08-25 6469.0889
## 2015-08-26 6320.8755
## 2015-08-27 6756.7974
## 2015-08-28 6626.0195
## 2015-08-31 6926.8071
## 2015-09-01 6787.3120
## 2015-09-02 6713.2051
## 2015-09-03 6708.8457
## 2015-09-04 6791.6704
## 2015-09-07 6652.1753
## 2015-09-08 6582.4277
## 2015-09-09 6626.0195
## 2015-09-10 6582.4277
## 2015-09-11 6756.7974
## 2015-09-14 7018.3501
## 2015-09-15 6800.3887
## 2015-09-16 6700.1274
## 2015-09-17 6817.8267
## 2015-09-18 6817.8267
## 2015-09-21 6800.3887
## 2015-09-22 6634.7388
## 2015-09-23 6442.9331
## 2015-09-25 6320.8755
## 2015-09-28 6294.7197
## 2015-09-29 6626.0195
## 2015-09-30 6626.0195
## 2015-10-01 6765.5156
## 2015-10-02 6591.1470
## 2015-10-05 6800.3887
## 2015-10-06 6878.8555
## 2015-10-07 6800.3887
## 2015-10-08 6887.5737
## 2015-10-09 6809.1074
## 2015-10-12 6870.1377
## 2015-10-13 6730.6421
## 2015-10-15 6626.0195
## 2015-10-16 6551.9136
## 2015-10-19 6682.6899
## 2015-10-20 6752.4380
## 2015-10-21 6748.0786
## 2015-10-22 6669.6128
## 2015-10-23 6700.1274
## 2015-10-26 6739.3594
## 2015-10-27 6739.3594
## 2015-10-28 6660.8940
## 2015-10-29 6486.5249
## 2015-10-30 6451.6523
## 2015-11-02 6434.2148
## 2015-11-03 6416.7778
## 2015-11-04 6456.0107
## 2015-11-05 6412.4175
## 2015-11-06 6451.6523
## 2015-11-09 6399.3413
## 2015-11-10 6172.6616
## 2015-11-11 6133.4282
## 2015-11-12 6033.1660
## 2015-11-13 6329.5928
## 2015-11-16 6329.5928
## 2015-11-17 6342.6709
## 2015-11-18 6368.8262
## 2015-11-19 6399.3413
## 2015-11-20 6495.2437
## 2015-11-23 6547.5547
## 2015-11-24 6438.5732
## 2015-11-25 6591.1470
## 2015-11-26 6460.3691
## 2015-11-27 6713.2051
## 2015-11-30 6408.0586
## 2015-12-01 6521.3989
## 2015-12-02 6471.5972
## 2015-12-03 6467.1973
## 2015-12-04 6366.0103
## 2015-12-07 6291.2188
## 2015-12-08 6176.8335
## 2015-12-09 6176.8335
## 2015-12-10 6225.2275
## 2015-12-11 6102.0425
## 2015-12-14 6185.6323
## 2015-12-15 6181.2334
## 2015-12-16 6220.8281
## 2015-12-17 6511.1924
## 2015-12-18 6313.2178
## 2015-12-21 6264.8228
## 2015-12-22 6506.7920
## 2015-12-23 6449.5996
## 2015-12-28 6515.5918
## 2015-12-29 6555.1865
## 2015-12-30 6511.1924
## 2016-01-04 6335.2139
## 2016-01-05 6278.0210
## 2016-01-06 6585.9829
## 2016-01-07 6335.2139
## 2016-01-08 6366.0103
## 2016-01-11 6216.4282
## 2016-01-12 6352.8115
## 2016-01-13 6352.8115
## 2016-01-14 6286.8198
## 2016-01-15 6335.2139
## 2016-01-18 6273.6211
## 2016-01-19 6317.6162
## 2016-01-20 6264.8228
## 2016-01-21 6300.0181
## 2016-01-22 6264.8228
## 2016-01-25 6269.2227
## 2016-01-26 6330.8145
## 2016-01-27 6563.9858
## 2016-01-28 6555.1865
## 2016-01-29 6458.3989
## 2016-02-01 6475.9966
## 2016-02-02 6594.7822
## 2016-02-03 6797.1567
## 2016-02-04 7030.3276
## 2016-02-05 7144.7134
## 2016-02-09 7188.7075
## 2016-02-10 7188.7075
## 2016-02-11 7311.8931
## 2016-02-12 7232.7026
## 2016-02-15 7316.2915
## 2016-02-16 7215.1050
## 2016-02-17 7276.6973
## 2016-02-18 7333.8896
## 2016-02-19 7523.0669
## 2016-02-22 7633.0532
## 2016-02-23 7470.2729
## 2016-02-24 7391.0830
## 2016-02-25 7518.6685
## 2016-02-26 7725.4409
## 2016-02-29 7835.4277
## 2016-03-01 7989.4097
## 2016-03-02 8411.7549
## 2016-03-03 8169.7866
## 2016-03-04 7954.2129
## 2016-03-07 7769.4365
## 2016-03-08 7655.0518
## 2016-03-10 7523.0669
## 2016-03-11 7523.0669
## 2016-03-14 7523.0669
## 2016-03-15 7751.8389
## 2016-03-16 7751.8389
## 2016-03-17 7721.0425
## 2016-03-18 7822.2290
## 2016-03-21 7743.0400
## 2016-03-22 7659.4502
## 2016-03-23 7567.0605
## 2016-03-24 7483.4707
## 2016-03-28 7391.0830
## 2016-03-29 7562.6606
## 2016-03-30 7562.6606
## 2016-03-31 7553.8623
## 2016-04-01 7597.8584
## 2016-04-04 7655.0518
## 2016-04-05 7624.2544
## 2016-04-06 7655.0518
## 2016-04-07 7593.4580
## 2016-04-08 7567.0605
## 2016-04-11 7567.0605
## 2016-04-12 7734.2412
## 2016-04-13 7734.2412
## 2016-04-14 7734.2412
## 2016-04-15 7734.2412
## 2016-04-18 7734.2412
## 2016-04-19 7734.2412
## 2016-04-20 7971.8101
## 2016-04-21 8182.9858
## 2016-04-22 8270.9727
## 2016-04-25 7879.4233
## 2016-04-26 7725.4409
## 2016-04-27 7769.4365
## 2016-04-28 7650.6504
## 2016-04-29 7492.2710
## 2016-05-02 7611.0552
## 2016-05-03 7703.4448
## 2016-05-04 7945.4126
## 2016-05-09 7831.0288
## 2016-05-10 7729.8418
## 2016-05-11 7795.8320
## 2016-05-12 7795.8320
## 2016-05-13 7813.4307
## 2016-05-16 7575.8599
## 2016-05-17 7580.2598
## 2016-05-18 7558.2622
## 2016-05-19 7531.8657
## 2016-05-20 7487.8711
## 2016-05-23 7562.6606
## 2016-05-24 7479.0718
## 2016-05-25 7690.2461
## 2016-05-26 7685.8457
## 2016-05-27 7743.0400
## 2016-05-30 7694.6455
## 2016-05-31 7584.6597
## 2016-06-01 7663.8496
## 2016-06-02 7611.0552
## 2016-06-03 7593.4580
## 2016-06-06 7602.2563
## 2016-06-07 7681.4473
## 2016-06-08 7707.8423
## 2016-06-09 7611.0552
## 2016-06-10 7567.0605
## 2016-06-13 7567.0605
## 2016-06-14 7655.0518
## 2016-06-15 7707.8423
## 2016-06-16 7668.2485
## 2016-06-17 7668.2485
## 2016-06-20 7672.6484
## 2016-06-21 7707.8423
## 2016-06-22 7712.1089
## 2016-06-23 7712.1089
## 2016-06-24 7729.8799
## 2016-06-27 7654.3569
## 2016-06-28 7747.6484
## 2016-06-29 7996.4268
## 2016-06-30 8009.7534
## 2016-07-01 7783.1865
## 2016-07-11 7996.4268
## 2016-07-12 7876.4800
## 2016-07-13 7987.5405
## 2016-07-14 7872.0366
## 2016-07-15 7907.5776
## 2016-07-18 7800.9575
## 2016-07-19 7845.3833
## 2016-07-20 7903.1338
## 2016-07-21 7889.8071
## 2016-07-22 7823.1704
## 2016-07-25 7943.1152
## 2016-07-26 7987.5405
## 2016-07-27 8280.7441
## 2016-07-28 8493.9805
## 2016-07-29 8005.3105
## 2016-08-01 8014.1968
## 2016-08-02 8067.5063
## 2016-08-03 8076.3916
## 2016-08-04 8147.4717
## 2016-08-05 8103.0449
## 2016-08-08 7996.4268
## 2016-08-09 8103.0449
## 2016-08-10 8098.6030
## 2016-08-11 8165.2388
## 2016-08-12 8063.0640
## 2016-08-15 7952.0015
## 2016-08-16 8058.6196
## 2016-08-18 8098.6030
## 2016-08-19 8045.2930
## 2016-08-22 8054.1787
## 2016-08-23 8085.2739
## 2016-08-24 8014.1968
## 2016-08-25 8156.3525
## 2016-08-26 8245.2041
## 2016-08-29 8076.3916
## 2016-08-30 8014.1968
## 2016-08-31 8111.9302
## 2016-09-01 8040.8501
## 2016-09-02 8111.9302
## 2016-09-05 8009.7534
## 2016-09-06 8049.7349
## 2016-09-07 8147.4717
## 2016-09-08 8129.6992
## 2016-09-09 7947.5591
## 2016-09-13 7952.0015
## 2016-09-14 7845.3833
## 2016-09-15 7894.2476
## 2016-09-16 7872.0366
## 2016-09-19 7880.9219
## 2016-09-20 7907.5776
## 2016-09-21 7991.9819
## 2016-09-22 7960.8872
## 2016-09-23 8094.1611
## 2016-09-26 7969.7705
## 2016-09-27 8071.9482
## 2016-09-28 8076.3916
## 2016-09-29 8120.8140
## 2016-09-30 7916.4614
## 2016-10-03 8031.9653
## 2016-10-04 8005.3105
## 2016-10-05 7965.3301
## 2016-10-06 8027.5244
## 2016-10-07 7907.5776
## 2016-10-10 7925.3472
## 2016-10-11 8040.8501
## 2016-10-12 7996.4268
## 2016-10-13 7907.5776
## 2016-10-14 7996.4268
## 2016-10-17 7947.5591
## 2016-10-18 7903.1338
## 2016-10-19 7876.4800
## 2016-10-20 7872.0366
## 2016-10-21 7845.3833
## 2016-10-24 7889.8071
## 2016-10-25 7894.2476
## 2016-10-26 7907.5776
## 2016-10-27 7894.2476
## 2016-10-28 7912.0190
## 2016-10-31 7903.1338
## 2016-11-01 7898.6914
## 2016-11-02 7894.2476
## 2016-11-03 7849.8247
## 2016-11-04 7814.2856
## 2016-11-07 7818.7280
## 2016-11-08 7885.3662
## 2016-11-09 7885.3662
## 2016-11-10 7765.4180
## 2016-11-11 7285.6328
## 2016-11-14 7285.6328
## 2016-11-15 7281.1904
## 2016-11-16 7303.4023
## 2016-11-17 7196.7842
## 2016-11-18 7152.3579
## 2016-11-21 7107.9341
## 2016-11-22 7072.3940
## 2016-11-23 7187.8984
## 2016-11-24 7125.7046
## 2016-11-25 7143.4741
## 2016-11-28 7125.7046
## 2016-11-29 7218.9956
## 2016-11-30 7201.2266
## 2016-12-01 7450.0044
## 2016-12-02 7534.4106
## 2016-12-05 7503.3135
## 2016-12-06 7494.3477
## 2016-12-07 7409.1855
## 2016-12-08 7431.5962
## 2016-12-09 7431.5962
## 2016-12-13 7301.6108
## 2016-12-14 7180.5898
## 2016-12-15 7198.5190
## 2016-12-16 7167.1426
## 2016-12-19 7144.7310
## 2016-12-20 7108.8730
## 2016-12-21 6902.6890
## 2016-12-22 6808.5615
## 2016-12-23 6790.6328
## 2016-12-27 6848.9023
## 2016-12-28 7046.1216
## 2016-12-29 7171.6250
## 2016-12-30 6956.4766
## 2017-01-02 6956.4766
## 2017-01-03 6960.9585
## 2017-01-04 7207.4829
## 2017-01-05 7270.2354
## 2017-01-06 7279.2002
## 2017-01-09 7198.5190
## 2017-01-10 7189.5542
## 2017-01-11 7167.1426
## 2017-01-12 7162.6611
## 2017-01-13 7099.9087
## 2017-01-16 7104.3916
## 2017-01-17 7104.3916
## 2017-01-18 7332.9863
## 2017-01-19 7243.3413
## 2017-01-20 7261.2705
## 2017-01-23 7386.7744
## 2017-01-24 7530.2070
## 2017-01-25 7512.2773
## 2017-01-26 7494.3477
## 2017-01-27 7476.4199
## 2017-01-30 7409.1855
## 2017-01-31 7386.7744
## 2017-02-01 7400.2207
## 2017-02-02 7449.5259
## 2017-02-03 7530.2070
## 2017-02-06 7476.4199
## 2017-02-07 7480.9014
## 2017-02-08 7480.9014
## 2017-02-09 7498.8311
## 2017-02-10 7637.7793
## 2017-02-13 7606.4053
## 2017-02-14 7606.4053
## 2017-02-15 7606.4053
## 2017-02-16 7637.7793
## 2017-02-17 7637.7793
## 2017-02-20 7548.1362
## 2017-02-21 7664.6743
## 2017-02-22 7687.0854
## 2017-02-23 7575.0293
## 2017-02-24 7575.0293
## 2017-02-27 7575.0293
## 2017-02-28 7561.5825
## 2017-03-01 7561.5825
## 2017-03-02 7548.1362
## 2017-03-03 7525.7236
## 2017-03-06 7597.4404
## 2017-03-07 7615.3691
## 2017-03-08 7606.4053
## 2017-03-09 7606.4053
## 2017-03-10 7583.9937
## 2017-03-13 7601.9224
## 2017-03-14 7566.0640
## 2017-03-15 7561.5825
## 2017-03-16 7817.0713
## 2017-03-17 7888.7886
## 2017-03-20 7875.3418
## 2017-03-21 7875.3418
## 2017-03-22 7682.6040
## 2017-03-23 7619.8530
## 2017-03-24 7736.3911
## 2017-03-27 7772.2505
## 2017-03-29 7826.0361
## 2017-03-30 7835.0010
## 2017-03-31 7767.7661
## 2017-04-03 7866.3765
## 2017-04-04 7938.0933
## 2017-04-05 7938.0933
## 2017-04-06 8068.0776
## 2017-04-07 8086.0068
## 2017-04-10 8121.8657
## 2017-04-11 8050.1494
## 2017-04-12 8153.2427
## 2017-04-13 8126.3477
## 2017-04-17 8121.8657
## 2017-04-18 8121.8657
## 2017-04-19 8121.8657
## 2017-04-20 8121.8657
## 2017-04-21 8162.2051
## 2017-04-25 8121.8657
## 2017-04-26 8211.5107
## 2017-04-27 8202.5459
## 2017-04-28 7978.4326
## 2017-05-02 8121.8657
## 2017-05-03 8086.0068
## 2017-05-04 8144.2773
## 2017-05-05 8153.2427
## 2017-05-08 8247.3701
## 2017-05-09 8283.2275
## 2017-05-10 8310.1191
## 2017-05-12 8390.8008
## 2017-05-15 8605.9502
## 2017-05-16 8570.0928
## 2017-05-17 8561.1279
## 2017-05-18 8529.7520
## 2017-05-19 8740.4170
## 2017-05-22 8507.3408
## 2017-05-23 8722.4883
## 2017-05-24 8556.6445
## 2017-05-26 8552.1631
## 2017-05-29 8484.9297
## 2017-05-30 8247.3701
## 2017-05-31 8278.7461
## 2017-06-01 8278.7461
## 2017-06-02 8408.7314
## 2017-06-05 8458.0352
## 2017-06-06 8395.2852
## 2017-06-07 8462.5176
## 2017-06-08 8525.2695
## 2017-06-09 8525.2695
## 2017-06-12 8462.5176
## 2017-06-13 8588.0215
## 2017-06-14 8695.5967
## 2017-06-15 8758.3477
## 2017-06-16 8570.0928
## 2017-06-19 8534.2344
## 2017-06-20 8650.7734
## 2017-06-21 8785.2422
## 2017-06-22 8749.3828
## 2017-06-23 8749.3828
## 2017-06-26 8749.3828
## 2017-06-27 8749.3828
## 2017-06-28 8749.3828
## 2017-06-29 8749.3828
## 2017-06-30 8749.3828
## 2017-07-03 8865.9219
## 2017-07-04 8740.4170
## 2017-07-05 8695.5967
## 2017-07-06 8851.2617
## 2017-07-07 8706.4561
## 2017-07-10 8457.5703
## 2017-07-11 8597.8516
## 2017-07-12 8742.6582
## 2017-07-13 8778.8594
## 2017-07-14 8796.9609
## 2017-07-17 8747.1826
## 2017-07-18 8625.0020
## 2017-07-19 8597.8516
## 2017-07-20 8738.1318
## 2017-07-21 8638.5791
## 2017-07-24 8751.7070
## 2017-07-25 8697.4072
## 2017-07-26 8643.1045
## 2017-07-27 8652.1543
## 2017-07-28 8756.2344
## 2017-07-31 8860.3125
## 2017-08-01 8774.3330
## 2017-08-02 8774.3330
## 2017-08-03 8634.0527
## 2017-08-04 8611.4277
## 2017-08-07 8520.9238
## 2017-08-08 8584.2764
## 2017-08-09 8706.4561
## 2017-08-10 8692.8799
## 2017-08-11 8597.8516
## 2017-08-14 8733.6064
## 2017-08-15 8742.6582
## 2017-08-16 8932.7158
## 2017-08-17 8932.7158
## 2017-08-18 8955.3408
## 2017-08-21 8747.1826
## 2017-08-22 8919.1396
## 2017-08-23 9036.7949
## 2017-08-24 8959.8672
## 2017-08-25 9041.3193
## 2017-08-28 9014.1689
## 2017-08-29 9140.8750
## 2017-08-30 9140.8750
## 2017-08-31 9149.9238
## 2017-09-01 9149.9238
## 2017-09-04 9226.8516
## 2017-09-05 9231.3789
## 2017-09-06 9158.9736
## 2017-09-07 9158.9736
## 2017-09-08 9195.1768
## 2017-09-11 9145.3984
## 2017-09-12 9158.9736
## 2017-09-13 9267.5781
## 2017-09-14 9249.4775
## 2017-09-15 9217.8018
## 2017-09-18 9231.3789
## 2017-09-19 9231.3789
## 2017-09-20 9231.3789
## 2017-09-21 9231.3789
## 2017-09-22 9050.3701
## 2017-09-25 8996.0684
## 2017-09-26 8932.7158
## 2017-09-27 9050.3701
## 2017-09-28 8905.5645
## 2017-09-29 8864.8369
## 2017-10-02 9077.5215
## 2017-10-03 9199.7012
## 2017-10-04 9213.2764
## 2017-10-05 9068.4707
## 2017-10-06 9045.8438
## 2017-10-09 9014.1689
## 2017-10-10 8928.1885
## 2017-10-11 8846.7363
## 2017-10-12 8869.3623
## 2017-10-13 8914.6162
## 2017-10-16 8905.5645
## 2017-10-17 9050.3701
## 2017-10-18 9045.8438
## 2017-10-19 8991.5420
## 2017-10-20 8968.9170
## 2017-10-23 8896.5127
## 2017-10-24 8896.5127
## 2017-10-25 8959.8672
## 2017-10-26 8964.3926
## 2017-10-27 8896.5127
## 2017-10-30 8896.5127
## 2017-10-31 8977.9678
## 2017-11-01 8977.9678
## 2017-11-02 8882.9375
## 2017-11-03 9027.7451
## 2017-11-06 8901.0400
## 2017-11-07 8932.7158
## 2017-11-08 8950.8145
## 2017-11-09 8923.6650
## 2017-11-10 8901.0400
## 2017-11-13 8910.0889
## 2017-11-14 8864.8369
## 2017-11-15 8864.8369
## 2017-11-16 8914.6162
## 2017-11-17 8987.0176
## 2017-11-20 8946.2910
## 2017-11-21 8941.7646
## 2017-11-22 8950.8145
## 2017-11-23 8932.7158
## 2017-11-24 9014.1689
## 2017-11-27 9122.7734
## 2017-11-28 9231.3789
## 2017-11-29 9091.0977
## 2017-11-30 8997.1113
## 2017-12-01 8997.1113
## 2017-12-04 8997.1113
## 2017-12-05 9060.9844
## 2017-12-06 9060.9844
## 2017-12-07 9179.6074
## 2017-12-08 9289.1055
## 2017-12-11 9307.3555
## 2017-12-12 9325.6055
## 2017-12-13 9307.3555
## 2017-12-14 9307.3555
## 2017-12-15 9512.6660
## 2017-12-18 9667.7881
## 2017-12-19 9873.0977
## 2017-12-20 9672.3506
## 2017-12-21 9772.7227
## 2017-12-22 9877.6592
## 2017-12-25 9877.6592
## 2017-12-26 9877.6592
## 2017-12-27 9877.6592
## 2017-12-28 9927.8457
## 2017-12-29 10201.5918
## 2018-01-01 10201.5918
## 2018-01-02 10197.0293
## 2018-01-03 9854.8486
## 2018-01-04 9745.3496
## 2018-01-05 9854.8486
## 2018-01-08 9927.8457
## 2018-01-09 9763.6006
## 2018-01-10 9891.3467
## 2018-01-11 9923.2842
## 2018-01-12 9900.4717
## 2018-01-15 9964.3457
## 2018-01-16 10037.3467
## 2018-01-17 9918.7207
## 2018-01-18 9918.7207
## 2018-01-19 9936.9717
## 2018-01-22 9927.8457
## 2018-01-23 10128.5928
## 2018-01-24 10146.8447
## 2018-01-25 10041.9072
## 2018-01-26 9955.2227
## 2018-01-29 10110.3418
## 2018-01-30 10014.5322
## 2018-01-31 9927.8457
## 2018-02-01 9927.8457
## 2018-02-02 10041.9072
## 2018-02-05 9877.6592
## 2018-02-06 9836.5967
## 2018-02-07 9978.0342
## 2018-02-08 9923.2842
## 2018-02-09 10110.3418
## 2018-02-12 10037.3467
## 2018-02-13 10023.6562
## 2018-02-14 9946.0967
## 2018-02-15 9955.2227
## 2018-02-16 9955.2227
## 2018-02-19 10000.8457
## 2018-02-20 9936.9717
## 2018-02-21 9946.0967
## 2018-02-22 9854.8486
## 2018-02-23 9936.9717
## 2018-02-26 9850.2861
## 2018-02-27 9850.2861
## 2018-02-28 9836.5967
## 2018-03-01 9850.2861
## 2018-03-02 9836.5967
## 2018-03-05 9850.2861
## 2018-03-06 9585.6641
## 2018-03-07 9334.7305
## 2018-03-08 9343.8555
## 2018-03-09 9225.2324
## 2018-03-12 9206.9834
## 2018-03-13 9206.9834
## 2018-03-14 9147.6709
## 2018-03-15 9147.6709
## 2018-03-16 9070.1094
## 2018-03-19 9106.6094
## 2018-03-20 9124.8594
## 2018-03-21 9357.5420
## 2018-03-22 9261.7314
## 2018-03-23 9302.7939
## 2018-03-26 9188.7334
## 2018-03-27 9124.8594
## 2018-03-28 9015.3604
## 2018-03-29 9038.1738
## 2018-03-30 9038.1738
## 2018-04-02 9161.3574
## 2018-04-03 9143.1084
## 2018-04-04 9042.7354
## 2018-04-05 9129.4209
## 2018-04-06 9266.2939
## 2018-04-09 9471.6025
## 2018-04-10 9489.8545
## 2018-04-11 9471.6025
## 2018-04-12 9435.1045
## 2018-04-13 9161.3574
## 2018-04-16 9161.3574
## 2018-04-17 9161.3574
## 2018-04-18 9412.2910
## 2018-04-19 9412.2910
## 2018-04-20 9412.2910
## 2018-04-23 9270.8564
## 2018-04-24 8759.8643
## 2018-04-25 8759.8643
## 2018-04-26 8759.8643
## 2018-04-27 8759.8643
## 2018-04-30 8458.7432
## 2018-05-01 8458.7432
## 2018-05-02 8385.7471
## 2018-05-03 8248.8721
## 2018-05-04 8276.2471
## 2018-05-07 8741.6143
## 2018-05-08 8586.4922
## 2018-05-09 9024.4844
## 2018-05-10 9024.4844
## 2018-05-11 8942.3613
## 2018-05-14 8942.3613
## 2018-05-15 8659.4922
## 2018-05-16 8349.2461
## 2018-05-17 8303.6221
## 2018-05-18 8426.8076
## 2018-05-21 8431.3691
## 2018-05-22 8431.3691
## 2018-05-23 8467.8682
## 2018-05-24 8778.1143
## 2018-05-25 8540.8672
## 2018-05-28 8595.6182
## 2018-05-29 8595.6182
## 2018-05-30 8495.2432
## 2018-05-31 8321.8721
## 2018-06-01 8321.8721
## 2018-06-04 8378.1562
## 2018-06-05 8636.5127
## 2018-06-06 8525.7891
## 2018-06-07 8525.7891
## 2018-06-08 8378.1562
## 2018-06-11 8378.1562
## 2018-06-12 8378.1562
## 2018-06-13 8378.1562
## 2018-06-14 8378.1562
## 2018-06-15 8378.1562
## 2018-06-18 8378.1562
## 2018-06-19 8378.1562
## 2018-06-20 8170.5474
## 2018-06-21 8156.7061
## 2018-06-22 8156.7061
## 2018-06-25 8304.3389
## 2018-06-26 8221.2959
## 2018-06-27 8198.2285
## 2018-06-28 8221.2959
## 2018-06-29 8507.3340
## 2018-07-02 8368.9297
## 2018-07-03 8244.3652
## 2018-07-04 8576.5371
## 2018-07-05 8535.0166
## 2018-07-06 8442.7461
## 2018-07-09 8562.6963
## 2018-07-10 8696.4893
## 2018-07-11 8770.3047
## 2018-07-12 8654.9668
## 2018-07-13 8654.9668
## 2018-07-16 8442.7461
## 2018-07-17 8378.1562
## 2018-07-18 8447.3584
## 2018-07-19 8258.2041
## 2018-07-20 8156.7061
## 2018-07-23 8212.0684
## 2018-07-24 8212.0684
## 2018-07-25 8129.0254
## 2018-07-26 8105.9590
## 2018-07-27 8179.7754
## 2018-07-30 8138.2534
## 2018-07-31 7981.3931
## 2018-08-01 8253.5908
## 2018-08-02 8295.1133
## 2018-08-03 8295.1133
## 2018-08-06 8253.5908
## 2018-08-07 8036.7559
## 2018-08-08 7935.2583
## 2018-08-09 7935.2583
## 2018-08-10 8036.7559
## 2018-08-13 7861.4414
## 2018-08-14 7566.1763
## 2018-08-15 7529.2686
## 2018-08-16 7847.6006
## 2018-08-17 7847.6006
## 2018-08-20 7815.3062
## 2018-08-21 7861.4414
## 2018-08-22 7861.4414
## 2018-08-23 7999.8477
## 2018-08-24 7935.2583
## 2018-08-27 8064.4370
## 2018-08-28 8152.0928
## 2018-08-29 8202.8438
## 2018-08-30 8175.1611
## 2018-08-31 8092.1167
## 2018-09-03 8059.8232
## 2018-09-04 8115.1841
## 2018-09-05 7676.9009
## 2018-09-06 7764.5576
## 2018-09-07 8207.4561
## 2018-09-10 8401.2236
## 2018-09-11 8401.2236
## 2018-09-12 8511.9482
## 2018-09-13 8590.3789
## 2018-09-14 8691.8760
## 2018-09-17 8498.1074
## 2018-09-18 8401.2236
## 2018-09-19 8525.7891
## 2018-09-20 8604.2188
## 2018-09-21 8687.2627
## 2018-09-24 8687.2627
## 2018-09-25 8488.8799
## 2018-09-26 8502.7217
## 2018-09-27 8701.1006
## 2018-09-28 8678.0332
## 2018-10-01 8544.2432
## 2018-10-02 8447.3584
## 2018-10-03 8276.6582
## 2018-10-04 7939.8706
## 2018-10-05 7875.2817
## 2018-10-08 8156.7061
## 2018-10-09 8193.6152
## 2018-10-10 8285.8848
## 2018-10-11 8138.2534
## 2018-10-12 8175.1611
## 2018-10-15 8045.9819
## 2018-10-16 8415.0654
## 2018-10-17 8304.3389
## 2018-10-18 8230.5234
## 2018-10-19 8276.6582
## 2018-10-22 8207.4561
## 2018-10-23 8212.0684
## 2018-10-24 7935.2583
## 2018-10-25 8175.1611
## 2018-10-26 8152.0928
## 2018-10-29 8110.5713
## 2018-10-30 8212.0684
## 2018-10-31 7976.7793
## 2018-11-01 7787.6250
## 2018-11-02 7884.5088
## 2018-11-05 7949.0991
## 2018-11-06 7935.2583
## 2018-11-07 7787.6250
## 2018-11-08 7806.0796
## 2018-11-09 7441.6108
## 2018-11-12 7266.2969
## 2018-11-13 7372.4077
## 2018-11-14 7381.6357
## 2018-11-15 7584.6299
## 2018-11-16 7730.9551
## 2018-11-19 7698.3345
## 2018-11-20 7698.3345
## 2018-11-21 7623.7744
## 2018-11-22 7665.7148
## 2018-11-23 7856.7749
## 2018-11-26 7852.1147
## 2018-11-27 7875.4150
## 2018-11-28 7549.2139
## 2018-11-29 7847.4546
## 2018-11-30 7875.4150
## 2018-12-03 8164.3350
## 2018-12-04 8201.6152
## 2018-12-05 8155.0156
## 2018-12-06 8238.8955
## 2018-12-07 8201.6152
## 2018-12-10 8192.2959
## 2018-12-11 8141.0352
## 2018-12-12 8201.6152
## 2018-12-13 8280.8350
## 2018-12-14 8294.8145
## 2018-12-17 8108.4155
## 2018-12-18 8192.2959
## 2018-12-19 8388.0156
## 2018-12-20 8434.6162
## 2018-12-21 8686.2568
## 2018-12-24 8686.2568
## 2018-12-25 8686.2568
## 2018-12-26 8485.8760
## 2018-12-27 8686.2568
## 2018-12-28 8462.5752
## 2018-12-31 8462.5752
## 2019-01-01 8462.5752
## 2019-01-02 8648.9756
## 2019-01-03 8854.0166
## 2019-01-04 8909.9375
## 2019-01-07 9059.0576
## 2019-01-08 8826.0566
## 2019-01-09 8574.4150
## 2019-01-10 9007.7969
## 2019-01-11 9031.0957
## 2019-01-14 9049.7373
## 2019-01-15 9282.7363
## 2019-01-16 8933.2373
## 2019-01-17 9110.3164
## 2019-01-18 9119.6377
## 2019-01-21 9087.0166
## 2019-01-22 9142.9375
## 2019-01-23 9124.2969
## 2019-01-24 9147.5977
## 2019-01-25 9142.9375
## 2019-01-28 8905.2764
## 2019-01-29 8872.6553
## 2019-01-30 9147.5977
## 2019-01-31 9320.0176
## 2019-02-01 9320.0176
## 2019-02-04 9114.9766
## 2019-02-05 9114.9766
## 2019-02-06 9296.7188
## 2019-02-07 9268.7568
## 2019-02-08 9287.3975
## 2019-02-11 9110.3164
## 2019-02-12 9152.2568
## 2019-02-13 9180.2178
## 2019-02-14 9110.3164
## 2019-02-15 8947.2178
## 2019-02-18 9212.8379
## 2019-02-19 9189.5381
## 2019-02-20 9324.6768
## 2019-02-21 9231.4775
## 2019-02-22 9226.8184
## 2019-02-25 9100.9961
## 2019-02-26 9315.3574
## 2019-02-27 9133.6172
## 2019-02-28 9073.0371
## 2019-03-01 9142.9375
## 2019-03-04 9133.6172
## 2019-03-05 9068.3770
## 2019-03-06 9114.9766
## 2019-03-07 9114.9766
## 2019-03-08 8965.8564
## 2019-03-11 8956.5371
## 2019-03-12 9133.6172
## 2019-03-13 9217.4961
## 2019-03-14 9254.7773
## 2019-03-15 9282.7363
## 2019-03-18 9226.8184
## 2019-03-19 9175.5566
## 2019-03-20 9226.8184
## 2019-03-21 9147.5977
## 2019-03-22 9161.5762
## 2019-03-25 9040.4180
## 2019-03-26 8993.8164
## 2019-03-27 9096.3369
## 2019-03-28 9170.8965
## 2019-03-29 9170.8965
## 2019-04-01 9180.2178
## 2019-04-02 9203.5176
## 2019-04-03 9203.5176
## 2019-04-04 9128.9570
## 2019-04-05 9091.6777
## 2019-04-08 8993.8164
## 2019-04-09 9128.9570
## 2019-04-10 9152.2568
## 2019-04-11 9068.3770
## 2019-04-12 9152.2568
## 2019-04-15 9096.3369
## 2019-04-16 9208.1768
## 2019-04-17 9208.1768
## 2019-04-18 9208.1768
## 2019-04-19 9208.1768
## 2019-04-22 8998.4775
## 2019-04-23 9180.2178
## 2019-04-24 9068.3770
## 2019-04-25 8648.9756
## 2019-04-26 8481.2168
## 2019-04-29 8388.0156
## 2019-04-30 8481.2168
## 2019-05-01 8481.2168
## 2019-05-02 8429.9551
## 2019-05-03 8322.7754
## 2019-05-06 8448.5967
## 2019-05-07 8294.8145
## 2019-05-08 8350.7363
## 2019-05-09 8024.5342
## 2019-05-10 8238.8955
## 2019-05-13 8127.0547
## 2019-05-14 7987.2549
## 2019-05-15 7828.8145
## 2019-05-16 7791.5347
## 2019-05-17 7754.2544
## 2019-05-20 7884.7354
## 2019-05-21 7898.7148
## 2019-05-22 7842.7949
## 2019-05-23 8033.8550
## 2019-05-24 8113.0752
## 2019-05-27 8052.4956
## 2019-05-28 7922.0151
## 2019-05-29 8108.4155
## 2019-05-30 8108.4155
## 2019-05-31 8445.2764
## 2019-06-03 8445.2764
## 2019-06-04 8445.2764
## 2019-06-05 8445.2764
## 2019-06-06 8445.2764
## 2019-06-07 8445.2764
## 2019-06-10 8473.7441
## 2019-06-11 8407.3203
## 2019-06-12 8540.1680
## 2019-06-13 8521.1904
## 2019-06-14 8502.2109
## 2019-06-17 8502.2109
## 2019-06-18 8654.0371
## 2019-06-19 8710.9707
## 2019-06-20 8748.9277
## 2019-06-21 8597.1025
## 2019-06-24 8478.4893
## 2019-06-25 8582.8691
## 2019-06-26 8506.9561
## 2019-06-27 8511.7012
## 2019-06-28 8540.1680
## 2019-07-01 8540.1680
## 2019-07-02 8554.4014
## 2019-07-03 8521.1904
## 2019-07-04 8535.4238
## 2019-07-05 8530.6797
## 2019-07-08 8540.1680
## 2019-07-09 8544.9121
## 2019-07-10 8540.1680
## 2019-07-11 8502.2109
## 2019-07-12 8497.4678
## 2019-07-15 8435.7881
## 2019-07-16 8426.2988
## 2019-07-17 8521.1904
## 2019-07-18 8682.5039
## 2019-07-19 8691.9932
## 2019-07-22 8592.3594
## 2019-07-23 8644.5479
## 2019-07-24 8620.8252
## 2019-07-25 8530.6797
## 2019-07-26 8502.2109
## 2019-07-29 8198.5605
## 2019-07-30 8170.0947
## 2019-07-31 8274.4736
## 2019-08-01 8644.5479
## 2019-08-02 8540.1680
## 2019-08-05 8317.1748
## 2019-08-06 8412.0654
## 2019-08-07 8506.9561
## 2019-08-08 8473.7441
## 2019-08-09 8506.9561
## 2019-08-12 8535.4238
## 2019-08-13 8402.5752
## 2019-08-14 8521.1904
## 2019-08-15 8483.2334
## 2019-08-16 8535.4238
## 2019-08-19 8445.2764
## 2019-08-20 8573.3809
## 2019-08-21 8516.4453
## 2019-08-22 8597.1025
## 2019-08-23 8696.7373
## 2019-08-26 8706.2266
## 2019-08-27 8971.9209
## 2019-08-28 9085.7891
## 2019-08-29 9081.0459
## 2019-08-30 9270.8262
## 2019-09-02 9100.0234
## 2019-09-03 9009.8779
## 2019-09-04 9028.8555
## 2019-09-05 9114.2559
## 2019-09-06 8929.2207
## 2019-09-09 9052.5771
## 2019-09-10 9043.0889
## 2019-09-11 8848.5625
## 2019-09-12 8744.1836
## 2019-09-13 8843.8184
## 2019-09-16 8910.2412
## 2019-09-17 8910.2412
## 2019-09-18 8858.0527
## 2019-09-19 8839.0732
## 2019-09-20 8758.4170
## 2019-09-23 8976.6660
## 2019-09-24 8971.9209
## 2019-09-25 8919.7314
## 2019-09-26 8872.2852
## 2019-09-27 8919.7314
## 2019-09-30 8824.8398
## 2019-10-01 8767.9053
## 2019-10-02 8625.5684
## 2019-10-03 8554.4014
## 2019-10-04 8620.8252
## 2019-10-07 8350.3867
## 2019-10-08 8487.9775
## 2019-10-09 8388.3428
## 2019-10-10 8326.6641
## 2019-10-11 8383.5986
## 2019-10-14 8445.2764
## 2019-10-15 8492.7227
## 2019-10-16 8654.0371
## 2019-10-17 8492.7227
## 2019-10-18 8184.3271
## 2019-10-21 8241.2617
## 2019-10-22 8340.8975
## 2019-10-23 8402.5752
## 2019-10-24 8402.5752
## 2019-10-25 8189.0718
## 2019-10-28 8255.4961
## 2019-10-29 8269.7295
## 2019-10-30 8274.4736
## 2019-10-31 8298.1973
## 2019-11-01 8293.4521
## 2019-11-04 8165.3506
## 2019-11-05 8321.9189
## 2019-11-06 8246.0059
## 2019-11-07 8227.0293
## 2019-11-08 8189.0718
## 2019-11-11 8212.7949
## 2019-11-12 8198.5605
## 2019-11-13 8032.5024
## 2019-11-14 8122.6489
## 2019-11-15 8013.5234
## 2019-11-18 7999.2905
## 2019-11-19 8122.6489
## 2019-11-20 8075.2026
## 2019-11-21 7975.5674
## 2019-11-22 7999.2905
## 2019-11-25 7985.0566
## 2019-11-26 7875.9326
## 2019-11-27 7781.0420
## 2019-11-28 7932.8677
## 2019-11-29 7932.8677
## 2019-12-02 8132.1382
## 2019-12-03 8181.0229
## 2019-12-04 8051.6211
## 2019-12-05 8080.3770
## 2019-12-06 8099.5479
## 2019-12-09 8104.3398
## 2019-12-10 8085.1694
## 2019-12-11 8070.7915
## 2019-12-12 7859.9165
## 2019-12-13 7903.0493
## 2019-12-16 7840.7456
## 2019-12-17 7855.1235
## 2019-12-18 7845.5381
## 2019-12-19 7802.4043
## 2019-12-20 7979.7324
## 2019-12-23 7984.5249
## 2019-12-26 8137.8882
## 2019-12-27 8204.9854
## 2019-12-30 8051.6211
## 2020-01-02 8195.4004
## 2020-01-03 8219.3633
## 2020-01-06 8123.5107
## 2020-01-07 8099.5479
## 2020-01-08 7979.7324
## 2020-01-09 8003.6953
## 2020-01-10 7907.8423
## 2020-01-13 8051.6211
## 2020-01-14 8123.5107
## 2020-01-15 8123.5107
## 2020-01-16 8075.5845
## 2020-01-17 8051.6211
## 2020-01-20 7979.7324
## 2020-01-21 7979.7324
## 2020-01-22 7955.7690
## 2020-01-23 7979.7324
## 2020-01-24 7835.9531
## 2020-01-27 7931.8057
## 2020-01-28 7907.8423
## 2020-01-29 7907.8423
## 2020-01-30 7883.8799
## 2020-01-31 7620.2847
## 2020-02-03 7524.4321
## 2020-02-04 7548.3955
## 2020-02-05 7764.0640
## 2020-02-06 7620.2847
## 2020-02-07 7572.3579
## 2020-02-10 7548.3955
## 2020-02-11 7524.4321
## 2020-02-12 7284.8003
## 2020-02-13 7093.0952
## 2020-02-14 7164.9844
## 2020-02-17 7093.0952
## 2020-02-18 7093.0952
## 2020-02-19 7164.9844
## 2020-02-20 7332.7271
## 2020-02-21 7188.9478
## 2020-02-24 6925.3530
## 2020-02-25 6997.2427
## 2020-02-26 6997.2427
## 2020-02-27 6853.4634
## 2020-02-28 6541.9424
## 2020-03-02 6613.8320
## 2020-03-03 6829.5005
## 2020-03-04 7117.0586
## 2020-03-05 7093.0952
## 2020-03-06 7141.0215
## 2020-03-09 6733.6475
## 2020-03-10 6805.5376
## 2020-03-11 6997.2427
## 2020-03-12 6925.3530
## 2020-03-13 6925.3530
## 2020-03-16 6685.7217
## 2020-03-17 6230.4214
## 2020-03-18 5799.0845
## 2020-03-19 5415.6743
## 2020-03-20 5966.8267
## 2020-03-23 5559.4531
## 2020-03-24 5439.6372
## 2020-03-26 6494.0161
## 2020-03-27 6517.9790
## 2020-03-30 6158.5322
## 2020-03-31 6949.3159
## 2020-04-01 6853.4634
## 2020-04-02 6925.3530
## 2020-04-03 6805.5376
## 2020-04-06 6997.2427
## 2020-04-07 6973.2793
## 2020-04-08 6829.5005
## 2020-04-09 6949.3159
## 2020-04-13 6805.5376
## 2020-04-14 6853.4634
## 2020-04-15 6685.7217
## 2020-04-16 6374.2007
## 2020-04-17 6589.8691
## 2020-04-20 6709.6846
## 2020-04-21 6637.7949
## 2020-04-22 6805.5376
## 2020-04-23 7188.9478
## 2020-04-24 7188.9478
## 2020-04-27 7188.9478
## 2020-04-28 7524.4321
## 2020-04-29 7668.2114
## 2020-04-30 7931.8057
## 2020-05-04 7596.3213
## 2020-05-05 7955.7690
## 2020-05-06 7764.0640
## 2020-05-08 7716.1372
## 2020-05-11 7740.1006
## 2020-05-12 7835.9531
## 2020-05-13 7907.8423
## 2020-05-14 7955.7690
## 2020-05-15 8219.3633
## 2020-05-18 8123.5107
## 2020-05-19 7907.8423
## 2020-05-20 7716.1372
## 2020-05-26 7811.9897
## 2020-05-27 7859.9165
## 2020-05-28 7692.1738
## 2020-05-29 7428.5796
## 2020-06-02 7764.0640
## 2020-06-03 7883.8799
## 2020-06-04 7835.9531
## 2020-06-05 7716.1372
## 2020-06-08 7859.9165
## 2020-06-09 7955.7690
## 2020-06-10 7859.9165
## 2020-06-11 7859.9165
## 2020-06-12 7859.9165
## 2020-06-15 7931.8057
## 2020-06-16 7931.8057
## 2020-06-17 7931.8057
## 2020-06-18 7716.1372
## 2020-06-19 7716.1372
## 2020-06-22 7716.1372
## 2020-06-23 7668.2114
## 2020-06-24 7740.1006
## 2020-06-25 7572.3579
## 2020-06-26 7572.3579
## 2020-06-29 7596.3213
## 2020-06-30 7572.3579
## 2020-07-01 7476.5054
## 2020-07-02 7716.1372
## 2020-07-03 7572.3579
## 2020-07-06 7572.3579
## 2020-07-07 7596.3213
## 2020-07-08 7764.0640
## 2020-07-09 7644.2480
## 2020-07-10 7596.3213
## 2020-07-13 7692.1738
## 2020-07-14 7740.1006
## 2020-07-15 7716.1372
## 2020-07-16 7764.0640
## 2020-07-17 7788.0264
## 2020-07-20 7788.0264
## 2020-07-21 7668.2114
## 2020-07-22 7668.2114
## 2020-07-23 7716.1372
## 2020-07-24 7716.1372
## 2020-07-27 7740.1006
## 2020-07-28 7811.9897
## 2020-07-29 7907.8423
## 2020-07-30 8051.6211
## 2020-08-03 7907.8423
## 2020-08-04 7883.8799
## 2020-08-05 8012.0723
## 2020-08-06 7939.2354
## 2020-08-07 7890.6772
## 2020-08-10 7866.3984
## 2020-08-11 7817.8403
## 2020-08-12 7817.8403
## 2020-08-13 7939.2354
## 2020-08-14 7963.5146
## 2020-08-18 7987.7935
## 2020-08-19 7963.5146
## 2020-08-24 7939.2354
## 2020-08-25 7963.5146
## 2020-08-26 7963.5146
## 2020-08-27 8012.0723
## 2020-08-28 8012.0723
## 2020-08-31 7987.7935
## 2020-09-01 7987.7935
## 2020-09-02 7914.9565
## 2020-09-03 7939.2354
## 2020-09-04 8157.7461
## 2020-09-07 8133.4678
## 2020-09-08 8133.4678
## 2020-09-09 8012.0723
## 2020-09-10 7745.0034
## 2020-09-11 8060.6304
## 2020-09-14 7963.5146
## 2020-09-15 7866.3984
## 2020-09-16 7769.2827
## 2020-09-17 7842.1196
## 2020-09-18 7793.5610
## 2020-09-21 7769.2827
## 2020-09-22 7720.7246
## 2020-09-23 7696.4453
## 2020-09-24 7575.0503
## 2020-09-25 7696.4453
## 2020-09-28 7672.1660
## 2020-09-29 7745.0034
## 2020-09-30 7866.3984
## 2020-10-01 7793.5610
## 2020-10-02 7769.2827
## 2020-10-05 7842.1196
## 2020-10-06 7745.0034
## 2020-10-07 7769.2827
## 2020-10-08 7793.5610
## 2020-10-09 7817.8403
## 2020-10-12 7720.7246
## 2020-10-13 7745.0034
## 2020-10-14 7696.4453
## 2020-10-15 7696.4453
## 2020-10-16 7769.2827
## 2020-10-19 7672.1660
## 2020-10-20 7769.2827
## 2020-10-21 7720.7246
## 2020-10-22 7623.6084
## 2020-10-23 7696.4453
## 2020-10-26 7647.8877
## 2020-10-27 7599.3291
## 2020-11-02 7405.0972
## 2020-11-03 7599.3291
## 2020-11-04 7575.0503
## 2020-11-05 7672.1660
## 2020-11-06 7842.1196
## 2020-11-09 7720.7246
## 2020-11-10 7575.0503
## 2020-11-11 7526.4922
## 2020-11-12 7575.0503
## 2020-11-13 7526.4922
## 2020-11-16 7502.2134
## 2020-11-17 7550.7715
## 2020-11-18 7575.0503
## 2020-11-19 7550.7715
## 2020-11-20 7502.2134
## 2020-11-23 7599.3291
## 2020-11-24 7623.6084
## 2020-11-25 7502.2134
## 2020-11-26 7526.4922
## 2020-11-27 7526.4922
## 2020-11-30 7502.2134
## 2020-12-01 7563.1108
## 2020-12-02 7514.0000
## 2020-12-03 7415.7778
## 2020-12-04 7464.8887
## 2020-12-07 7538.5552
## 2020-12-08 7489.4443
## 2020-12-10 7415.7778
## 2020-12-11 7342.1108
## 2020-12-14 7366.6665
## 2020-12-15 7342.1108
## 2020-12-16 7366.6665
## 2020-12-17 7293.0000
## 2020-12-18 7464.8887
## 2020-12-21 7489.4443
## 2020-12-22 7342.1108
## 2020-12-23 7293.0000
## 2020-12-28 7317.5552
## 2020-12-29 7219.3330
## 2020-12-30 7219.3330
## 2021-01-04 7342.1108
## 2021-01-05 7243.8887
## 2021-01-06 7072.0000
## 2021-01-07 7072.0000
## 2021-01-08 7047.4443
## 2021-01-11 7072.0000
## 2021-01-12 6973.7778
## 2021-01-13 6900.1108
## 2021-01-14 6875.5552
## 2021-01-15 6826.4443
## 2021-01-18 7366.6665
## 2021-01-19 7440.3330
## 2021-01-20 7268.4443
## 2021-01-21 7194.7778
## 2021-01-22 7145.6665
## 2021-01-25 7121.1108
## 2021-01-26 7121.1108
## 2021-01-27 6998.3330
## 2021-01-28 6949.2222
## 2021-01-29 6801.8887
## 2021-02-01 6900.1108
## 2021-02-02 6875.5552
## 2021-02-03 7047.4443
## 2021-02-04 7170.2222
## 2021-02-05 7096.5552
## 2021-02-08 6973.7778
## 2021-02-09 6973.7778
## 2021-02-10 7022.8887
## 2021-02-11 7047.4443
## 2021-02-15 6924.6665
## 2021-02-16 6900.1108
## 2021-02-17 6973.7778
## 2021-02-18 6851.0000
## 2021-02-19 6826.4443
## 2021-02-22 6752.7778
## 2021-02-23 6728.2222
## 2021-02-24 6728.2222
## 2021-02-25 6654.5552
## 2021-02-26 6875.5552
## 2021-03-01 6703.6665
## 2021-03-02 6703.6665
## 2021-03-03 6752.7778
## 2021-03-04 6605.4443
## 2021-03-05 6605.4443
## 2021-03-08 6531.7778
## 2021-03-09 6433.5552
## 2021-03-10 6458.1108
## 2021-03-12 6580.8887
## 2021-03-15 6458.1108
## 2021-03-16 6433.5552
## 2021-03-17 6359.8887
## 2021-03-18 6482.6665
## 2021-03-19 6630.0000
## 2021-03-22 6580.8887
## 2021-03-23 6630.0000
## 2021-03-24 6458.1108
## 2021-03-25 6531.7778
## 2021-03-26 6482.6665
## 2021-03-29 6605.4443
## 2021-03-30 6433.5552
## 2021-03-31 6458.1108
## 2021-04-01 6507.2222
## 2021-04-05 6359.8887
## 2021-04-06 6359.8887
## 2021-04-07 6409.0000
## 2021-04-08 6482.6665
## 2021-04-09 6359.8887
## 2021-04-12 6212.5552
## 2021-04-13 6114.3330
## 2021-04-14 6188.0000
## 2021-04-15 6286.2222
## 2021-04-16 6212.5552
## 2021-04-19 6188.0000
## 2021-04-20 6114.3330
## 2021-04-21 5991.5552
## 2021-04-22 6016.1108
## 2021-04-23 5967.0000
## 2021-04-26 6016.1108
## 2021-04-27 5917.8887
## 2021-04-28 5967.0000
## 2021-04-29 5942.4443
## 2021-04-30 5893.3330
## 2021-05-03 5795.1108
## 2021-05-04 5647.7778
## 2021-05-05 5672.3330
## 2021-05-06 5451.3330
## 2021-05-07 5426.7778
## 2021-05-10 5598.6665
## 2021-05-11 5525.0000
## 2021-05-17 5500.4443
## 2021-05-18 5475.8887
## 2021-05-19 5353.1108
## 2021-05-20 5525.0000
## 2021-05-21 5475.8887
## 2021-05-24 5623.2222
## 2021-05-25 5574.1108
## 2021-05-27 5721.4443
## 2021-05-28 5672.3330
## 2021-05-31 5746.0000
## 2021-06-02 5746.0000
## 2021-06-03 5672.3330
## 2021-06-04 5549.5557
## 2021-06-07 5525.0000
## 2021-06-08 5475.0000
## 2021-06-09 5300.0000
## 2021-06-10 5300.0000
## 2021-06-11 5350.0000
## 2021-06-14 5250.0000
## 2021-06-15 5175.0000
## 2021-06-16 5200.0000
## 2021-06-17 5075.0000
## 2021-06-18 4900.0000head(datas$UNVR.JK)## UNVR.JK.Open UNVR.JK.High UNVR.JK.Low UNVR.JK.Close UNVR.JK.Volume
## 2003-09-03 354.3524 388.9234 348.5906 388.9234 43162500
## 2003-09-04 397.5661 432.1371 388.9234 394.6852 82850000
## 2003-09-05 394.6852 403.3279 391.8043 397.5661 24055000
## 2003-09-08 397.5662 397.5662 383.1616 391.8044 18007500
## 2003-09-09 391.8043 391.8043 380.2806 383.1616 14075000
## 2003-09-10 380.2807 380.2807 368.7570 368.7570 14190000
## UNVR.JK.Adjusted
## 2003-09-03 388.9234
## 2003-09-04 394.6852
## 2003-09-05 397.5661
## 2003-09-08 391.8044
## 2003-09-09 383.1616
## 2003-09-10 368.7570#Data Preparation
bt.prep(datas, align='remove.na')
names(datas)## [1] "prices" "UNVR.JK" "MYOR.JK" "dates"
## [5] "weight" ".getSymbols" "symbolnames" "execution.price"
## [9] "JPFA.JK" "AALI.JK" "GGRM.JK" "HMSP.JK"
## [13] "ULTJ.JK" "INDF.JK"head(datas$UNVR.JK)## UNVR.JK.Open UNVR.JK.High UNVR.JK.Low UNVR.JK.Close
## 2005-09-29 07:00:00 522.6602 529.1128 522.6602 522.6602
## 2005-09-30 07:00:00 525.8865 525.8865 522.6602 525.8865
## 2005-10-03 07:00:00 542.0180 551.6969 516.2076 542.0180
## 2005-10-04 07:00:00 564.6020 574.2809 545.2442 564.6020
## 2005-10-05 07:00:00 554.9231 561.3757 551.6968 554.9231
## 2005-10-06 07:00:00 574.2809 583.9598 554.9231 574.2809
## UNVR.JK.Volume UNVR.JK.Adjusted
## 2005-09-29 07:00:00 5337500 522.6602
## 2005-09-30 07:00:00 20 525.8865
## 2005-10-03 07:00:00 20 542.0180
## 2005-10-04 07:00:00 20 564.6020
## 2005-10-05 07:00:00 20 554.9231
## 2005-10-06 07:00:00 20 574.2809head(datas$prices)## AALI.JK GGRM.JK HMSP.JK INDF.JK JPFA.JK MYOR.JK
## 2005-09-29 07:00:00 2865.750 7249.801 151.9392 475.9389 31.37117 17.88706
## 2005-09-30 07:00:00 2967.064 7350.961 155.5142 496.3361 31.37117 18.16654
## 2005-10-03 07:00:00 2981.537 7418.402 155.5142 469.1397 31.37117 17.88706
## 2005-10-04 07:00:00 3271.008 7587.000 154.6204 496.3361 31.37117 19.56397
## 2005-10-05 07:00:00 3213.114 7620.721 151.9392 496.3361 31.37117 19.84346
## 2005-10-06 07:00:00 3126.272 7418.402 153.7266 475.9389 32.83030 19.28448
## ULTJ.JK UNVR.JK
## 2005-09-29 07:00:00 58.47855 522.6602
## 2005-09-30 07:00:00 58.47855 525.8865
## 2005-10-03 07:00:00 58.47855 542.0180
## 2005-10-04 07:00:00 59.64812 564.6020
## 2005-10-05 07:00:00 59.64812 554.9231
## 2005-10-06 07:00:00 63.15683 574.2809- Calculating the monthly prices & returns of the imported data
#===========================================================
# 3. CALCULATING MONTHLY PRICES & RETURNS
#===========================================================
prices_monthly <- to.monthly(datas$prices, indexAt = "last", OHLC = FALSE) # indexAt = 'endof'## Warning in to.period(x, "months", indexAt = indexAt, name = name, ...): missing
## values removed from datahead(prices_monthly)## AALI.JK GGRM.JK HMSP.JK INDF.JK JPFA.JK MYOR.JK ULTJ.JK
## 2005-09-30 2967.064 7350.961 155.5142 496.3361 31.37117 18.16654 58.47855
## 2005-10-31 3126.272 6878.881 162.7312 557.5283 35.74855 17.88706 59.64812
## 2005-11-30 3184.167 7384.679 160.8714 577.9257 34.28942 16.48963 58.47855
## 2005-12-30 2836.803 7856.762 165.5209 618.7205 35.74855 22.91779 72.51341
## 2006-01-31 2923.644 7283.522 157.1518 598.3231 38.66680 23.47676 63.15683
## 2006-02-28 3415.742 7418.402 158.0818 571.1265 40.12592 20.40243 59.64812
## UNVR.JK
## 2005-09-30 525.8865
## 2005-10-31 564.6020
## 2005-11-30 558.1495
## 2005-12-30 559.3682
## 2006-01-31 562.6393
## 2006-02-28 559.3682monthly.ret <- na.omit(Return.calculate(prices_monthly, method = "discrete"))
head(monthly.ret)## AALI.JK GGRM.JK HMSP.JK INDF.JK JPFA.JK
## 2005-10-31 0.05365843 -0.06422012 0.046407710 0.12328789 0.13953517
## 2005-11-30 0.01851863 0.07352908 -0.011428483 0.03658541 -0.04081637
## 2005-12-30 -0.10909073 0.06392729 0.028901711 0.07058831 0.04255324
## 2006-01-31 0.03061195 -0.07296133 -0.050561982 -0.03296716 0.08163272
## 2006-02-28 0.16831690 0.01851856 0.005917411 -0.04545460 0.03773568
## 2006-03-31 0.05084755 -0.04545462 -0.023529525 0.05952377 0.00000000
## MYOR.JK ULTJ.JK UNVR.JK
## 2005-10-31 -0.01538476 0.02000007 0.073619530
## 2005-11-30 -0.07812499 -0.01960791 -0.011428431
## 2005-12-30 0.38983052 0.24000014 0.002183555
## 2006-01-31 0.02439022 -0.12903229 0.005847770
## 2006-02-28 -0.13095226 -0.05555556 -0.005813773
## 2006-03-31 0.06849303 0.07843117 -0.005847880- Importing Fama French factorsbefore conducting the three factors model
#===========================================================
# 4. FAMA FRENCH FACTORS
#===========================================================
#Download Fama-French Factors from Website
url <- "http://mba.tuck.dartmouth.edu/pages/faculty/ken.french/ftp/F-F_Research_Data_Factors_daily_CSV.zip"
temp <- tempfile()
download.file(url, temp, method = "libcurl", mode = "wb")
unzip(temp, "F-F_Research_Data_Factors_daily.CSV")
unlink(temp)
#Importing Fama French & Converting to XTS
mydata <- read.csv("F-F_Research_Data_Factors_daily.CSV", skip = 4)
mydata <- mydata[-nrow(mydata), ] # remove last row
fama_lib <- xts(x = mydata[, c(2,3,4)], order.by = as.Date(paste(mydata[, 1]), "%Y%m%d"))
str(fama_lib)## An 'xts' object on 1926-07-01/2021-04-30 containing:
## Data: num [1:24978, 1:3] 0.1 0.45 0.17 0.09 0.21 -0.71 0.62 0.04 0.48 0.04 ...
## - attr(*, "dimnames")=List of 2
## ..$ : NULL
## ..$ : chr [1:3] "Mkt.RF" "SMB" "HML"
## Indexed by objects of class: [Date] TZ: UTC
## xts Attributes:
## NULLhead(fama_lib)## Mkt.RF SMB HML
## 1926-07-01 0.10 -0.24 -0.28
## 1926-07-02 0.45 -0.32 -0.08
## 1926-07-06 0.17 0.27 -0.35
## 1926-07-07 0.09 -0.59 0.03
## 1926-07-08 0.21 -0.36 0.15
## 1926-07-09 -0.71 0.44 0.56#*****************************************************************
# In this case we will use data from 2005-01 to 2021-03
#*****************************************************************
#Data from 2005-10 to 2021-04
dates <- '2005-01::2021-03'
X <- monthly.ret[dates]
head(X)## AALI.JK GGRM.JK HMSP.JK INDF.JK JPFA.JK
## 2005-10-31 0.05365843 -0.06422012 0.046407710 0.12328789 0.13953517
## 2005-11-30 0.01851863 0.07352908 -0.011428483 0.03658541 -0.04081637
## 2005-12-30 -0.10909073 0.06392729 0.028901711 0.07058831 0.04255324
## 2006-01-31 0.03061195 -0.07296133 -0.050561982 -0.03296716 0.08163272
## 2006-02-28 0.16831690 0.01851856 0.005917411 -0.04545460 0.03773568
## 2006-03-31 0.05084755 -0.04545462 -0.023529525 0.05952377 0.00000000
## MYOR.JK ULTJ.JK UNVR.JK
## 2005-10-31 -0.01538476 0.02000007 0.073619530
## 2005-11-30 -0.07812499 -0.01960791 -0.011428431
## 2005-12-30 0.38983052 0.24000014 0.002183555
## 2006-01-31 0.02439022 -0.12903229 0.005847770
## 2006-02-28 -0.13095226 -0.05555556 -0.005813773
## 2006-03-31 0.06849303 0.07843117 -0.005847880dim(X)## [1] 186 8#Convert Fama French Data into Monthly Prices and Monthly Return
fama_lib_month <- to.monthly(fama_lib, indexAt = "last", OHLC = FALSE) # indexAt = 'endof'
head(fama_lib_month)## Mkt.RF SMB HML
## 1926-07-31 0.46 -0.12 -0.17
## 1926-08-31 0.58 -0.52 -0.04
## 1926-09-30 0.30 -0.22 0.06
## 1926-10-30 -0.25 0.20 0.25
## 1926-11-30 0.26 0.03 -0.50
## 1926-12-31 0.33 0.30 0.67f <- fama_lib_month[dates]/100
head(f)## Mkt.RF SMB HML
## 2005-01-31 0.0097 0.0076 0.0014
## 2005-02-28 -0.0061 0.0027 0.0007
## 2005-03-31 0.0000 -0.0006 0.0065
## 2005-04-29 0.0104 -0.0040 -0.0003
## 2005-05-31 -0.0049 0.0046 0.0033
## 2005-06-30 -0.0063 0.0021 0.0025dim(f)## [1] 195 3- Computing estimated coefficients in 3 ways
#=============================================================================
# 5. COMPUTING ESTIMATED COEFFICIENTS
#=============================================================================
#****************************************************************************
# First Way: Professor Palomar's Package for Computing Estimated Coefficients
# Based on CAPM Model, Computing Covariance Matrix for the 8-stocks Portfolio
# Using Past 60-month Returns from 2015/01 to 2019/12
#****************************************************************************
#Creating Sample Data
insample_range <- '2015-01::2019-12'
one_factor_model <- factorModel(X[insample_range], type = "M", econ_fact = f$Mkt.RF[insample_range])
names(one_factor_model)## [1] "alpha" "beta" "factors" "residual"cbind(alpha = one_factor_model$alpha, beta = one_factor_model$beta)## alpha Mkt.RF
## AALI.JK -0.001681432 2.05131872
## GGRM.JK 0.003073321 -0.06975584
## HMSP.JK 0.001862868 -0.40108947
## INDF.JK 0.007615550 2.29854489
## JPFA.JK 0.022116005 1.64009775
## MYOR.JK 0.018587302 -1.85287907
## ULTJ.JK 0.012456647 -0.17134153
## UNVR.JK 0.007852292 -1.41344542#****************************************************************************
#Second way : Using matrix notation to compute covariance matrix
#****************************************************************************
F_ <- cbind(ones = 1, f$Mkt.RF[insample_range])
Gamma <- t(X[insample_range]) %*% F_ %*% solve(t(F_) %*% F_) # better: Gamma <- t(solve(t(F_) %*% F_, t(F_) %*% X))
colnames(Gamma) <- c("alpha", "beta")
alpha <- Gamma[, 1] # or alpha <- Gamma[, "alpha"]
beta <- Gamma[, 2] # or beta <- Gamma[, "beta"]
print(Gamma)## alpha beta
## AALI.JK -0.001681432 2.05131872
## GGRM.JK 0.003073321 -0.06975584
## HMSP.JK 0.001862868 -0.40108947
## INDF.JK 0.007615550 2.29854489
## JPFA.JK 0.022116005 1.64009775
## MYOR.JK 0.018587302 -1.85287907
## ULTJ.JK 0.012456647 -0.17134153
## UNVR.JK 0.007852292 -1.41344542#Computing Sigma
X <- X[insample_range]
f <- f$Mkt.RF[insample_range]
T <- dim(X)[1]
E <- xts(t(t(X) - Gamma %*% t(F_)), index(X)) # residuals
Psi <- (1/(T-2)) * t(E) %*% E
Sigma <- as.numeric(var(f)) * beta %o% beta + diag(diag(Psi))
Sigma # This is covariance matrix computed from single factor model## AALI.JK GGRM.JK HMSP.JK INDF.JK JPFA.JK
## AALI.JK 8.995321e-03 -8.467866e-06 -4.868943e-05 2.790271e-04 1.990963e-04
## GGRM.JK -8.467866e-06 5.407815e-03 1.655702e-06 -9.488418e-06 -6.770341e-06
## HMSP.JK -4.868943e-05 1.655702e-06 6.195669e-03 -5.455751e-05 -3.892882e-05
## INDF.JK 2.790271e-04 -9.488418e-06 -5.455751e-05 5.372878e-03 2.230915e-04
## JPFA.JK 1.990963e-04 -6.770341e-06 -3.892882e-05 2.230915e-04 2.517448e-02
## MYOR.JK -2.249264e-04 7.648705e-06 4.397933e-05 -2.520347e-04 -1.798362e-04
## ULTJ.JK -2.079965e-05 7.072997e-07 4.066906e-06 -2.330644e-05 -1.663001e-05
## UNVR.JK -1.715823e-04 5.834718e-06 3.354908e-05 -1.922615e-04 -1.371858e-04
## MYOR.JK ULTJ.JK UNVR.JK
## AALI.JK -2.249264e-04 -2.079965e-05 -1.715823e-04
## GGRM.JK 7.648705e-06 7.072997e-07 5.834718e-06
## HMSP.JK 4.397933e-05 4.066906e-06 3.354908e-05
## INDF.JK -2.520347e-04 -2.330644e-05 -1.922615e-04
## JPFA.JK -1.798362e-04 -1.663001e-05 -1.371858e-04
## MYOR.JK 5.624030e-03 1.878754e-05 1.549838e-04
## ULTJ.JK 1.878754e-05 4.609692e-03 1.433184e-05
## UNVR.JK 1.549838e-04 1.433184e-05 3.421734e-03#****************************************************************************
#Third way : Using lm() function to compute estimated coefficients
#****************************************************************************
fit = lm(formula = X~f)
sigF = as.numeric(var(f))
beta_ = as.matrix(fit$coefficients)
beta_ = as.matrix(beta_[-1,])
beta_## [,1]
## AALI.JK 2.05131872
## GGRM.JK -0.06975584
## HMSP.JK -0.40108947
## INDF.JK 2.29854489
## JPFA.JK 1.64009775
## MYOR.JK -1.85287907
## ULTJ.JK -0.17134153
## UNVR.JK -1.41344542sigeps = crossprod(fit$residuals)/(T-2)
sigeps = diag(diag(sigeps))
sigeps## [,1] [,2] [,3] [,4] [,5] [,6]
## [1,] 0.008746305 0.000000000 0.000000000 0.000000000 0.00000000 0.000000000
## [2,] 0.000000000 0.005407527 0.000000000 0.000000000 0.00000000 0.000000000
## [3,] 0.000000000 0.000000000 0.006186149 0.000000000 0.00000000 0.000000000
## [4,] 0.000000000 0.000000000 0.000000000 0.005060223 0.00000000 0.000000000
## [5,] 0.000000000 0.000000000 0.000000000 0.000000000 0.02501529 0.000000000
## [6,] 0.000000000 0.000000000 0.000000000 0.000000000 0.00000000 0.005420863
## [7,] 0.000000000 0.000000000 0.000000000 0.000000000 0.00000000 0.000000000
## [8,] 0.000000000 0.000000000 0.000000000 0.000000000 0.00000000 0.000000000
## [,7] [,8]
## [1,] 0.000000000 0.000000000
## [2,] 0.000000000 0.000000000
## [3,] 0.000000000 0.000000000
## [4,] 0.000000000 0.000000000
## [5,] 0.000000000 0.000000000
## [6,] 0.000000000 0.000000000
## [7,] 0.004607955 0.000000000
## [8,] 0.000000000 0.003303506cov_1f = sigF*beta_%*%t(beta_)+sigeps
cov_1f # This is covariance matrix computed from single factor model (from lm())## AALI.JK GGRM.JK HMSP.JK INDF.JK JPFA.JK
## AALI.JK 8.995321e-03 -8.467866e-06 -4.868943e-05 2.790271e-04 1.990963e-04
## GGRM.JK -8.467866e-06 5.407815e-03 1.655702e-06 -9.488418e-06 -6.770341e-06
## HMSP.JK -4.868943e-05 1.655702e-06 6.195669e-03 -5.455751e-05 -3.892882e-05
## INDF.JK 2.790271e-04 -9.488418e-06 -5.455751e-05 5.372878e-03 2.230915e-04
## JPFA.JK 1.990963e-04 -6.770341e-06 -3.892882e-05 2.230915e-04 2.517448e-02
## MYOR.JK -2.249264e-04 7.648705e-06 4.397933e-05 -2.520347e-04 -1.798362e-04
## ULTJ.JK -2.079965e-05 7.072997e-07 4.066906e-06 -2.330644e-05 -1.663001e-05
## UNVR.JK -1.715823e-04 5.834718e-06 3.354908e-05 -1.922615e-04 -1.371858e-04
## MYOR.JK ULTJ.JK UNVR.JK
## AALI.JK -2.249264e-04 -2.079965e-05 -1.715823e-04
## GGRM.JK 7.648705e-06 7.072997e-07 5.834718e-06
## HMSP.JK 4.397933e-05 4.066906e-06 3.354908e-05
## INDF.JK -2.520347e-04 -2.330644e-05 -1.922615e-04
## JPFA.JK -1.798362e-04 -1.663001e-05 -1.371858e-04
## MYOR.JK 5.624030e-03 1.878754e-05 1.549838e-04
## ULTJ.JK 1.878754e-05 4.609692e-03 1.433184e-05
## UNVR.JK 1.549838e-04 1.433184e-05 3.421734e-03- Backtesting portfolio using SIT package
#===========================================================
# 6. BACKTESTING PORTFOLIO_SIT PACKAGE
#===========================================================
dates <- '2005-01::2021-03'
X <- monthly.ret[dates]
head(X)## AALI.JK GGRM.JK HMSP.JK INDF.JK JPFA.JK
## 2005-10-31 0.05365843 -0.06422012 0.046407710 0.12328789 0.13953517
## 2005-11-30 0.01851863 0.07352908 -0.011428483 0.03658541 -0.04081637
## 2005-12-30 -0.10909073 0.06392729 0.028901711 0.07058831 0.04255324
## 2006-01-31 0.03061195 -0.07296133 -0.050561982 -0.03296716 0.08163272
## 2006-02-28 0.16831690 0.01851856 0.005917411 -0.04545460 0.03773568
## 2006-03-31 0.05084755 -0.04545462 -0.023529525 0.05952377 0.00000000
## MYOR.JK ULTJ.JK UNVR.JK
## 2005-10-31 -0.01538476 0.02000007 0.073619530
## 2005-11-30 -0.07812499 -0.01960791 -0.011428431
## 2005-12-30 0.38983052 0.24000014 0.002183555
## 2006-01-31 0.02439022 -0.12903229 0.005847770
## 2006-02-28 -0.13095226 -0.05555556 -0.005813773
## 2006-03-31 0.06849303 0.07843117 -0.005847880dim(X)## [1] 186 8tail(X)## AALI.JK GGRM.JK HMSP.JK INDF.JK JPFA.JK
## 2020-10-27 0.073140332 0.02309613 0.01071433 -0.02097902 -0.03167423
## 2020-11-30 0.133333345 0.03111653 0.07773848 0.01428571 0.24766358
## 2020-12-30 0.000000000 -0.02958580 -0.01311475 -0.03521127 0.09737833
## 2021-01-29 -0.093306332 -0.07987805 -0.12956809 -0.11678832 -0.07167239
## 2021-02-26 0.006711423 -0.03247184 0.01908401 0.00000000 0.12867645
## 2021-03-31 -0.108888865 -0.00890411 0.02996253 0.09090909 0.25081439
## MYOR.JK ULTJ.JK UNVR.JK
## 2020-10-27 -0.01680672 -0.020710059 -0.03395065
## 2020-11-30 0.01709402 -0.027190332 -0.01277951
## 2020-12-30 0.13865546 -0.006211180 -0.03770626
## 2021-01-29 0.02952030 -0.056250000 -0.05782312
## 2021-02-26 -0.02867384 0.003311258 0.01083030
## 2021-03-31 -0.03321033 0.000000000 -0.06071427#
prices_monthly <- to.monthly(datas$prices, indexAt = "last", OHLC = FALSE) # indexAt = 'endof'## Warning in to.period(x, "months", indexAt = indexAt, name = name, ...): missing
## values removed from datahead(prices_monthly)## AALI.JK GGRM.JK HMSP.JK INDF.JK JPFA.JK MYOR.JK ULTJ.JK
## 2005-09-30 2967.064 7350.961 155.5142 496.3361 31.37117 18.16654 58.47855
## 2005-10-31 3126.272 6878.881 162.7312 557.5283 35.74855 17.88706 59.64812
## 2005-11-30 3184.167 7384.679 160.8714 577.9257 34.28942 16.48963 58.47855
## 2005-12-30 2836.803 7856.762 165.5209 618.7205 35.74855 22.91779 72.51341
## 2006-01-31 2923.644 7283.522 157.1518 598.3231 38.66680 23.47676 63.15683
## 2006-02-28 3415.742 7418.402 158.0818 571.1265 40.12592 20.40243 59.64812
## UNVR.JK
## 2005-09-30 525.8865
## 2005-10-31 564.6020
## 2005-11-30 558.1495
## 2005-12-30 559.3682
## 2006-01-31 562.6393
## 2006-02-28 559.3682prices_monthly <- prices_monthly[dates]
head(prices_monthly)## AALI.JK GGRM.JK HMSP.JK INDF.JK JPFA.JK MYOR.JK ULTJ.JK
## 2005-09-30 2967.064 7350.961 155.5142 496.3361 31.37117 18.16654 58.47855
## 2005-10-31 3126.272 6878.881 162.7312 557.5283 35.74855 17.88706 59.64812
## 2005-11-30 3184.167 7384.679 160.8714 577.9257 34.28942 16.48963 58.47855
## 2005-12-30 2836.803 7856.762 165.5209 618.7205 35.74855 22.91779 72.51341
## 2006-01-31 2923.644 7283.522 157.1518 598.3231 38.66680 23.47676 63.15683
## 2006-02-28 3415.742 7418.402 158.0818 571.1265 40.12592 20.40243 59.64812
## UNVR.JK
## 2005-09-30 525.8865
## 2005-10-31 564.6020
## 2005-11-30 558.1495
## 2005-12-30 559.3682
## 2006-01-31 562.6393
## 2006-02-28 559.3682tail(prices_monthly)## AALI.JK GGRM.JK HMSP.JK INDF.JK JPFA.JK MYOR.JK ULTJ.JK UNVR.JK
## 2020-10-27 10699.394 40975 1337.255 7000 1050.276 2340 1655 7599.329
## 2020-11-30 12125.979 42250 1441.211 7100 1310.392 2380 1610 7502.213
## 2020-12-30 12125.979 41000 1422.310 6850 1437.995 2710 1600 7219.333
## 2021-01-29 10994.549 37725 1238.024 6050 1334.931 2790 1510 6801.889
## 2021-02-26 11068.338 36500 1261.651 6050 1506.705 2710 1515 6875.555
## 2021-03-31 9863.119 36175 1299.453 6600 1884.608 2620 1515 6458.111#
#*****************************************************************
# Code Strategies
#******************************************************************
# We need to create environment variable required by SIT
# data_m <- new.env()
#
# data_m$EEM <- prices_monthly$EEM
# colnames(data_m$EEM) <- 'Close'
# head(data_m$EEM)
# Change column names to Close which will be consistent with the requirement of SIT package
# data_m$SPY <- prices_monthly$SPY %>% `colnames<-` (c("Close"))
# data_m$QQQ <- prices_monthly$QQQ %>% `colnames<-` (c("Close"))
# data_m$EEM <- prices_monthly$EEM %>% `colnames<-` (c("Close"))
# data_m$IWM <- prices_monthly$IWM %>% `colnames<-` (c("Close"))
# data_m$EFA <- prices_monthly$EFA %>% `colnames<-` (c("Close"))
# data_m$TLT <- prices_monthly$TLT %>% `colnames<-` (c("Close"))
# data_m$IYR <- prices_monthly$IYR %>% `colnames<-` (c("Close"))
# data_m$GLD <- prices_monthly$GLD %>% `colnames<-` (c("Close"))
# names(data_m)
# head(data_m$EEM)
# Using loop to save time in naming
data_m <- list()
#i = 1
for ( i in 1:length(tickers)){
data_m[[tickers[i]]] <- prices_monthly[,i] %>% `colnames<-` (c("Close"))
}
# data_env <- new.env()
# list2env(data_m, envir = data_env)
# convert from list to environment variable because SIT package requires
# the input data to be environmental variable which can be processed using bt.prep()
data_m <- list2env(data_m)
names(data_m)## [1] "ULTJ.JK" "MYOR.JK" "HMSP.JK" "JPFA.JK" "GGRM.JK" "AALI.JK" "INDF.JK"
## [8] "UNVR.JK"#Check if the column name is 'Close'
head(data_m$UNVR.JK)## Close
## 2005-09-30 2967.064
## 2005-10-31 3126.272
## 2005-11-30 3184.167
## 2005-12-30 2836.803
## 2006-01-31 2923.644
## 2006-02-28 3415.742#Data preparation
bt.prep(data_m, align='remove.na', dates = dates)
names(data_m)## [1] "prices" "execution.price" "weight" "dates"
## [5] "symbolnames" "ULTJ.JK" "MYOR.JK" "HMSP.JK"
## [9] "JPFA.JK" "GGRM.JK" "AALI.JK" "INDF.JK"
## [13] "UNVR.JK"- Calculating MVP based on based on equal weighting, CAPM (single factor), Fama French (three factors), and PCA models.
#===========================================================
# 7. CALCULATING MINIMUM VARIANCE PORTFOLIO (MVP)
#===========================================================
#===========================================================
# a. EQUAL WEIGHTING PORTFOLIO
# Equal Weight 1/N Benchmark
#===========================================================
models <- list()
prices <- data_m$prices
# data_m$weight[] = NA
N <- length(tickers)
data_m$weight = ntop(prices, N)
head(data_m$weight)## AALI.JK GGRM.JK HMSP.JK INDF.JK JPFA.JK MYOR.JK ULTJ.JK
## 2005-09-30 07:00:00 0.125 0.125 0.125 0.125 0.125 0.125 0.125
## 2005-10-31 07:00:00 0.125 0.125 0.125 0.125 0.125 0.125 0.125
## 2005-11-30 07:00:00 0.125 0.125 0.125 0.125 0.125 0.125 0.125
## 2005-12-30 07:00:00 0.125 0.125 0.125 0.125 0.125 0.125 0.125
## 2006-01-31 07:00:00 0.125 0.125 0.125 0.125 0.125 0.125 0.125
## 2006-02-28 07:00:00 0.125 0.125 0.125 0.125 0.125 0.125 0.125
## UNVR.JK
## 2005-09-30 07:00:00 0.125
## 2005-10-31 07:00:00 0.125
## 2005-11-30 07:00:00 0.125
## 2005-12-30 07:00:00 0.125
## 2006-01-31 07:00:00 0.125
## 2006-02-28 07:00:00 0.125data_m$weight[1:59, ] <- NA
models$equal.weight = bt.run.share(data_m)## Latest weights :
## AALI.JK GGRM.JK HMSP.JK INDF.JK JPFA.JK MYOR.JK ULTJ.JK
## 2021-03-31 07:00:00 8.54 5.6 30.19 3.66 13.02 27.83 8.68
## UNVR.JK
## 2021-03-31 07:00:00 2.48
##
## Performance summary :
## CAGR Best Worst
## 9.5 35.5 -10.4 # head(models$equal.weight$ret, 62)
# Slightly difference between bt.run.share() and bt.run()
capital = 100000
data_m$weight[] = (capital / prices) * data_m$weight
models$equal.weight.share = bt.run(data_m, type='share')## Latest weights :
## AALI.JK GGRM.JK HMSP.JK INDF.JK JPFA.JK MYOR.JK ULTJ.JK
## 2021-03-31 07:00:00 12.5 12.5 12.5 12.5 12.5 12.5 12.5
## UNVR.JK
## 2021-03-31 07:00:00 12.5
##
## Performance summary :
## CAGR Best Worst
## 10.2 35.5 -13.3 # head(models$equal.weight.share$ret, 62)
# head(equal.weight$ret)
#*****************************************************************
# Create Constraints
#*****************************************************************
constraints = new.constraints(N, lb = -Inf, ub = +Inf)
# SUM x.i = 1
constraints = add.constraints(rep(1, N), 1, type = '=', constraints)
#
ret = prices / mlag(prices) - 1
weight = coredata(ret)
weight[] = NA
#
# head(data_m$weight)
# compute covariance matrix based on historical 60 months returns
# i = 60
# To make covariance matrix estimate more stable, use the Ledoit-Wolf covariance shrinkage estimator from tawny package
# 1. ia$cov = tawny::cov.shrink(hist) or
# 2. ia$cov = cor(coredata(hist), use='complete.obs', method='spearman') * (s0 %*% t(s0)) or
# 3. ia$cov = cor(coredata(hist), use='complete.obs', method='kendall') * (s0 %*% t(s0)
# i = 60
for( i in 60:dim(weight)[1]) {
hist = ret[ (i- 60 + 1):i, ]
# create historical input assumptions
ia = create.historical.ia(hist, 12) # 12 is annulized factor for monthly returns
s0 = apply(na.omit(coredata(hist)), 2, sd)
ia$cov = cor(coredata(hist), use='complete.obs',method='pearson') * (s0 %*% t(s0))
weight[i,] = min.risk.portfolio(ia, constraints) # use SIT's function min.risk.portfolio()
}## Loading required package: kernlab##
## Attaching package: 'kernlab'## The following object is masked from 'package:SIT':
##
## cross## The following object is masked from 'package:purrr':
##
## crossdim(weight)## [1] 187 8# 195 8
head(weight, 70)## AALI.JK GGRM.JK HMSP.JK INDF.JK JPFA.JK MYOR.JK
## [1,] NA NA NA NA NA NA
## [2,] NA NA NA NA NA NA
## [3,] NA NA NA NA NA NA
## [4,] NA NA NA NA NA NA
## [5,] NA NA NA NA NA NA
## [6,] NA NA NA NA NA NA
## [7,] NA NA NA NA NA NA
## [8,] NA NA NA NA NA NA
## [9,] NA NA NA NA NA NA
## [10,] NA NA NA NA NA NA
## [11,] NA NA NA NA NA NA
## [12,] NA NA NA NA NA NA
## [13,] NA NA NA NA NA NA
## [14,] NA NA NA NA NA NA
## [15,] NA NA NA NA NA NA
## [16,] NA NA NA NA NA NA
## [17,] NA NA NA NA NA NA
## [18,] NA NA NA NA NA NA
## [19,] NA NA NA NA NA NA
## [20,] NA NA NA NA NA NA
## [21,] NA NA NA NA NA NA
## [22,] NA NA NA NA NA NA
## [23,] NA NA NA NA NA NA
## [24,] NA NA NA NA NA NA
## [25,] NA NA NA NA NA NA
## [26,] NA NA NA NA NA NA
## [27,] NA NA NA NA NA NA
## [28,] NA NA NA NA NA NA
## [29,] NA NA NA NA NA NA
## [30,] NA NA NA NA NA NA
## [31,] NA NA NA NA NA NA
## [32,] NA NA NA NA NA NA
## [33,] NA NA NA NA NA NA
## [34,] NA NA NA NA NA NA
## [35,] NA NA NA NA NA NA
## [36,] NA NA NA NA NA NA
## [37,] NA NA NA NA NA NA
## [38,] NA NA NA NA NA NA
## [39,] NA NA NA NA NA NA
## [40,] NA NA NA NA NA NA
## [41,] NA NA NA NA NA NA
## [42,] NA NA NA NA NA NA
## [43,] NA NA NA NA NA NA
## [44,] NA NA NA NA NA NA
## [45,] NA NA NA NA NA NA
## [46,] NA NA NA NA NA NA
## [47,] NA NA NA NA NA NA
## [48,] NA NA NA NA NA NA
## [49,] NA NA NA NA NA NA
## [50,] NA NA NA NA NA NA
## [51,] NA NA NA NA NA NA
## [52,] NA NA NA NA NA NA
## [53,] NA NA NA NA NA NA
## [54,] NA NA NA NA NA NA
## [55,] NA NA NA NA NA NA
## [56,] NA NA NA NA NA NA
## [57,] NA NA NA NA NA NA
## [58,] NA NA NA NA NA NA
## [59,] NA NA NA NA NA NA
## [60,] 0.2927375 0.0194131647 -0.020967629 0.10128412 -0.007383954 0.11259761
## [61,] 0.2979904 0.0050144446 0.015804181 0.07434567 -0.028721222 0.03061251
## [62,] 0.2994952 0.0109191360 0.009976906 0.07030209 -0.027118860 0.03012442
## [63,] 0.3243970 0.0033451953 0.017029827 0.05879093 -0.022054094 0.02761724
## [64,] 0.3238995 -0.0008128326 0.017447868 0.06307635 -0.019550092 0.02929532
## [65,] 0.3289012 0.0161213517 0.008557404 0.06586789 -0.019490999 0.02635302
## [66,] 0.3311213 0.0175704499 0.016814829 0.06347138 -0.021026704 0.02746088
## [67,] 0.3319163 0.0151144722 0.018695563 0.07151775 -0.019647149 0.02621131
## [68,] 0.3305593 0.0213249108 0.026420467 0.06487701 -0.021140570 0.02689560
## [69,] 0.3221520 0.0448449243 0.006740761 0.06373672 -0.016180540 0.03168983
## [70,] 0.3231594 0.0450719549 0.008908386 0.06252088 -0.016312137 0.03123164
## ULTJ.JK UNVR.JK
## [1,] NA NA
## [2,] NA NA
## [3,] NA NA
## [4,] NA NA
## [5,] NA NA
## [6,] NA NA
## [7,] NA NA
## [8,] NA NA
## [9,] NA NA
## [10,] NA NA
## [11,] NA NA
## [12,] NA NA
## [13,] NA NA
## [14,] NA NA
## [15,] NA NA
## [16,] NA NA
## [17,] NA NA
## [18,] NA NA
## [19,] NA NA
## [20,] NA NA
## [21,] NA NA
## [22,] NA NA
## [23,] NA NA
## [24,] NA NA
## [25,] NA NA
## [26,] NA NA
## [27,] NA NA
## [28,] NA NA
## [29,] NA NA
## [30,] NA NA
## [31,] NA NA
## [32,] NA NA
## [33,] NA NA
## [34,] NA NA
## [35,] NA NA
## [36,] NA NA
## [37,] NA NA
## [38,] NA NA
## [39,] NA NA
## [40,] NA NA
## [41,] NA NA
## [42,] NA NA
## [43,] NA NA
## [44,] NA NA
## [45,] NA NA
## [46,] NA NA
## [47,] NA NA
## [48,] NA NA
## [49,] NA NA
## [50,] NA NA
## [51,] NA NA
## [52,] NA NA
## [53,] NA NA
## [54,] NA NA
## [55,] NA NA
## [56,] NA NA
## [57,] NA NA
## [58,] NA NA
## [59,] NA NA
## [60,] 0.4443230 0.05799615
## [61,] 0.5246093 0.08034472
## [62,] 0.5288393 0.07746180
## [63,] 0.5163819 0.07449198
## [64,] 0.5102439 0.07639995
## [65,] 0.5150919 0.05859824
## [66,] 0.5094359 0.05515199
## [67,] 0.5020676 0.05412420
## [68,] 0.4985555 0.05250777
## [69,] 0.5102496 0.03676673
## [70,] 0.5085576 0.03686231tail(weight)## AALI.JK GGRM.JK HMSP.JK INDF.JK JPFA.JK MYOR.JK
## [182,] 0.12088929 0.1421281 0.1889929 0.06869475 -0.0100723679 0.2467909
## [183,] 0.11070658 0.1577156 0.2001428 0.05620580 -0.0168083457 0.2446795
## [184,] 0.08354623 0.1499344 0.2112143 0.07940544 -0.0045300385 0.2406182
## [185,] 0.06206764 0.1269694 0.2317700 0.08508329 -0.0031637294 0.2386856
## [186,] 0.05395264 0.1301596 0.2235604 0.09050258 -0.0032774704 0.2121159
## [187,] 0.05500664 0.1390088 0.2223135 0.09160708 -0.0005529123 0.2130542
## ULTJ.JK UNVR.JK
## [182,] 0.1898444 0.05273210
## [183,] 0.1852774 0.06208063
## [184,] 0.1838861 0.05592539
## [185,] 0.1992343 0.05935350
## [186,] 0.2601586 0.03282783
## [187,] 0.2474337 0.03212905# Assign minimum variance weights to data_m$weight
capital = 100000
data_m$weight <- data_m$prices
data_m$weight[] <- NA
data_m$weight[] <- weight
data_m$weight[] = (capital / prices) * data_m$weight
models$mvp.hist.cov = bt.run(data_m, type='share')## Latest weights :
## AALI.JK GGRM.JK HMSP.JK INDF.JK JPFA.JK MYOR.JK ULTJ.JK
## 2021-03-31 07:00:00 5.4 13.02 22.36 9.05 -0.33 21.21 26.02
## UNVR.JK
## 2021-03-31 07:00:00 3.28
##
## Performance summary :
## CAGR Best Worst
## 9.2 24.1 -11.8 #=================================================================
# b. CAPM (Single Factor Model)
#=================================================================
#*****************************************************************
# Create Constraints
#*****************************************************************
constraints = new.constraints(N, lb = -Inf, ub = +Inf)
# SUM x.i = 1
constraints = add.constraints(rep(1, N), 1, type = '=', constraints)
#
ret = prices / mlag(prices) - 1
weight_1 = coredata(ret)
weight_1[] = NA
#
# head(data_m$weight)
# compute covariance matrix based on historical 60 months returns
# i = 60
f <- fama_lib_month[dates]/100
for( i in 60:dim(weight_1)[1]) {
hist = ret[ (i- 60 + 1):i, ]
Xi <- hist
fi <- f$Mkt.RF[(i - 60 + 1):i, ]
fiti = lm(formula = Xi ~ fi)
sigF = as.numeric(var(fi))
beta_ = as.matrix(fiti$coefficients)
beta_ = as.matrix(beta_[-1,])
sigeps = crossprod(fiti$residuals)/(T-2)
# sigeps = as.matrix(var(fit$residuals)) # you can use this way too
sigeps = diag(diag(sigeps))
cov_1f = sigF*beta_%*%t(beta_)+sigeps
# cov_1f
ia$cov = cov_1f
weight_1[i, ] = min.risk.portfolio(ia, constraints)
}
dim(weight_1)## [1] 187 8# 195 8
head(weight_1, 70)## AALI.JK GGRM.JK HMSP.JK INDF.JK JPFA.JK MYOR.JK
## [1,] NA NA NA NA NA NA
## [2,] NA NA NA NA NA NA
## [3,] NA NA NA NA NA NA
## [4,] NA NA NA NA NA NA
## [5,] NA NA NA NA NA NA
## [6,] NA NA NA NA NA NA
## [7,] NA NA NA NA NA NA
## [8,] NA NA NA NA NA NA
## [9,] NA NA NA NA NA NA
## [10,] NA NA NA NA NA NA
## [11,] NA NA NA NA NA NA
## [12,] NA NA NA NA NA NA
## [13,] NA NA NA NA NA NA
## [14,] NA NA NA NA NA NA
## [15,] NA NA NA NA NA NA
## [16,] NA NA NA NA NA NA
## [17,] NA NA NA NA NA NA
## [18,] NA NA NA NA NA NA
## [19,] NA NA NA NA NA NA
## [20,] NA NA NA NA NA NA
## [21,] NA NA NA NA NA NA
## [22,] NA NA NA NA NA NA
## [23,] NA NA NA NA NA NA
## [24,] NA NA NA NA NA NA
## [25,] NA NA NA NA NA NA
## [26,] NA NA NA NA NA NA
## [27,] NA NA NA NA NA NA
## [28,] NA NA NA NA NA NA
## [29,] NA NA NA NA NA NA
## [30,] NA NA NA NA NA NA
## [31,] NA NA NA NA NA NA
## [32,] NA NA NA NA NA NA
## [33,] NA NA NA NA NA NA
## [34,] NA NA NA NA NA NA
## [35,] NA NA NA NA NA NA
## [36,] NA NA NA NA NA NA
## [37,] NA NA NA NA NA NA
## [38,] NA NA NA NA NA NA
## [39,] NA NA NA NA NA NA
## [40,] NA NA NA NA NA NA
## [41,] NA NA NA NA NA NA
## [42,] NA NA NA NA NA NA
## [43,] NA NA NA NA NA NA
## [44,] NA NA NA NA NA NA
## [45,] NA NA NA NA NA NA
## [46,] NA NA NA NA NA NA
## [47,] NA NA NA NA NA NA
## [48,] NA NA NA NA NA NA
## [49,] NA NA NA NA NA NA
## [50,] NA NA NA NA NA NA
## [51,] NA NA NA NA NA NA
## [52,] NA NA NA NA NA NA
## [53,] NA NA NA NA NA NA
## [54,] NA NA NA NA NA NA
## [55,] NA NA NA NA NA NA
## [56,] NA NA NA NA NA NA
## [57,] NA NA NA NA NA NA
## [58,] NA NA NA NA NA NA
## [59,] NA NA NA NA NA NA
## [60,] 0.2173797 0.08493850 0.09046486 0.09512660 0.03570760 0.08207597
## [61,] 0.2224616 0.09079928 0.09571087 0.09872586 0.03555035 0.04350074
## [62,] 0.2223373 0.09074697 0.09555145 0.09906789 0.03482924 0.04376106
## [63,] 0.2106053 0.09363271 0.10005548 0.10133422 0.03699418 0.04510613
## [64,] 0.2080926 0.09355428 0.11146959 0.10107612 0.03545315 0.04413407
## [65,] 0.2101620 0.09504868 0.11240603 0.10138904 0.03602860 0.04477157
## [66,] 0.2089639 0.09541366 0.11537838 0.10076260 0.03563555 0.04471638
## [67,] 0.2113333 0.09513592 0.11494915 0.10083199 0.03585353 0.04478818
## [68,] 0.2058755 0.10023849 0.12348270 0.09981719 0.03584732 0.04257606
## [69,] 0.2036119 0.10134416 0.11988888 0.09828537 0.03560596 0.04281088
## [70,] 0.2040824 0.10109191 0.11974942 0.09584980 0.03504728 0.04505416
## ULTJ.JK UNVR.JK
## [1,] NA NA
## [2,] NA NA
## [3,] NA NA
## [4,] NA NA
## [5,] NA NA
## [6,] NA NA
## [7,] NA NA
## [8,] NA NA
## [9,] NA NA
## [10,] NA NA
## [11,] NA NA
## [12,] NA NA
## [13,] NA NA
## [14,] NA NA
## [15,] NA NA
## [16,] NA NA
## [17,] NA NA
## [18,] NA NA
## [19,] NA NA
## [20,] NA NA
## [21,] NA NA
## [22,] NA NA
## [23,] NA NA
## [24,] NA NA
## [25,] NA NA
## [26,] NA NA
## [27,] NA NA
## [28,] NA NA
## [29,] NA NA
## [30,] NA NA
## [31,] NA NA
## [32,] NA NA
## [33,] NA NA
## [34,] NA NA
## [35,] NA NA
## [36,] NA NA
## [37,] NA NA
## [38,] NA NA
## [39,] NA NA
## [40,] NA NA
## [41,] NA NA
## [42,] NA NA
## [43,] NA NA
## [44,] NA NA
## [45,] NA NA
## [46,] NA NA
## [47,] NA NA
## [48,] NA NA
## [49,] NA NA
## [50,] NA NA
## [51,] NA NA
## [52,] NA NA
## [53,] NA NA
## [54,] NA NA
## [55,] NA NA
## [56,] NA NA
## [57,] NA NA
## [58,] NA NA
## [59,] NA NA
## [60,] 0.3186137 0.07569305
## [61,] 0.3315320 0.08171925
## [62,] 0.3339128 0.07979330
## [63,] 0.3280882 0.08418378
## [64,] 0.3216029 0.08461726
## [65,] 0.3185929 0.08160117
## [66,] 0.3173184 0.08181110
## [67,] 0.3146961 0.08241181
## [68,] 0.3105356 0.08162719
## [69,] 0.3188511 0.07960166
## [70,] 0.3202951 0.07883001tail(weight_1)## AALI.JK GGRM.JK HMSP.JK INDF.JK JPFA.JK MYOR.JK ULTJ.JK
## [182,] 0.1209056 0.1366468 0.1597514 0.1250906 0.03855210 0.1527486 0.2074297
## [183,] 0.1207856 0.1411488 0.1600271 0.1297997 0.03585913 0.1510826 0.2035017
## [184,] 0.1204700 0.1384398 0.1625018 0.1331756 0.03940639 0.1485595 0.1988751
## [185,] 0.1178088 0.1468682 0.1706539 0.1304622 0.03864908 0.1463604 0.1924491
## [186,] 0.1117546 0.1470570 0.1640576 0.1255277 0.03543371 0.1372668 0.2252842
## [187,] 0.1141569 0.1446137 0.1634216 0.1262062 0.03408524 0.1379399 0.2229754
## UNVR.JK
## [182,] 0.05887522
## [183,] 0.05779531
## [184,] 0.05857177
## [185,] 0.05674847
## [186,] 0.05361827
## [187,] 0.05660106# Assign minimum variance weights to data_m$weight
capital = 100000
data_m$weight <- data_m$prices
data_m$weight[] <- NA
data_m$weight[] <- weight_1
data_m$weight[] = (capital / prices) * data_m$weight
models$mvp.capm.cov = bt.run(data_m, type='share')## Latest weights :
## AALI.JK GGRM.JK HMSP.JK INDF.JK JPFA.JK MYOR.JK ULTJ.JK
## 2021-03-31 07:00:00 11.18 14.71 16.41 12.55 3.54 13.73 22.53
## UNVR.JK
## 2021-03-31 07:00:00 5.36
##
## Performance summary :
## CAGR Best Worst
## 9.6 24 -11.7 models$mvp.capm.cov$cagr## [1] 0.09577617models$mvp.hist.cov$cagr## [1] 0.09197699#=================================================================
# c. FAMA FRENCH (Three Factors Model)
#=================================================================
#*****************************************************************
# Create Constraints
#*****************************************************************
constraints = new.constraints(N, lb = -Inf, ub = +Inf)
# SUM x.i = 1
constraints = add.constraints(rep(1, N), 1, type = '=', constraints)
#
ret = prices / mlag(prices) - 1
weight_3 = coredata(ret)
weight_3[] = NA
#
# head(data_m$weight)
# compute covariance matrix based on historical 60 months returns
# i = 60
f <- fama_lib_month[dates]/100
for( i in 60:dim(weight_1)[1]) {
hist = ret[ (i- 60 + 1):i, ]
Xi <- hist
fi <- f[(i - 60 + 1):i, ]
fiti = lm(formula = Xi ~ fi)
sigF = as.matrix(var(fi))
beta_ = as.matrix(fiti$coefficients)
beta_ = as.matrix(beta_[-1,])
sigeps = crossprod(fiti$residuals)/(T-4) # note (T - 4)
# sigeps = as.matrix(var(fit$residuals)) # you can use this way too
sigeps = diag(diag(sigeps))
cov_3f = t(beta_)%*% sigF %*% beta_ + sigeps
# cov_1f
ia$cov = cov_3f
weight_3[i, ] = min.risk.portfolio(ia, constraints)
}
dim(weight_3)## [1] 187 8# 195 8
head(weight_3, 70)## AALI.JK GGRM.JK HMSP.JK INDF.JK JPFA.JK MYOR.JK
## [1,] NA NA NA NA NA NA
## [2,] NA NA NA NA NA NA
## [3,] NA NA NA NA NA NA
## [4,] NA NA NA NA NA NA
## [5,] NA NA NA NA NA NA
## [6,] NA NA NA NA NA NA
## [7,] NA NA NA NA NA NA
## [8,] NA NA NA NA NA NA
## [9,] NA NA NA NA NA NA
## [10,] NA NA NA NA NA NA
## [11,] NA NA NA NA NA NA
## [12,] NA NA NA NA NA NA
## [13,] NA NA NA NA NA NA
## [14,] NA NA NA NA NA NA
## [15,] NA NA NA NA NA NA
## [16,] NA NA NA NA NA NA
## [17,] NA NA NA NA NA NA
## [18,] NA NA NA NA NA NA
## [19,] NA NA NA NA NA NA
## [20,] NA NA NA NA NA NA
## [21,] NA NA NA NA NA NA
## [22,] NA NA NA NA NA NA
## [23,] NA NA NA NA NA NA
## [24,] NA NA NA NA NA NA
## [25,] NA NA NA NA NA NA
## [26,] NA NA NA NA NA NA
## [27,] NA NA NA NA NA NA
## [28,] NA NA NA NA NA NA
## [29,] NA NA NA NA NA NA
## [30,] NA NA NA NA NA NA
## [31,] NA NA NA NA NA NA
## [32,] NA NA NA NA NA NA
## [33,] NA NA NA NA NA NA
## [34,] NA NA NA NA NA NA
## [35,] NA NA NA NA NA NA
## [36,] NA NA NA NA NA NA
## [37,] NA NA NA NA NA NA
## [38,] NA NA NA NA NA NA
## [39,] NA NA NA NA NA NA
## [40,] NA NA NA NA NA NA
## [41,] NA NA NA NA NA NA
## [42,] NA NA NA NA NA NA
## [43,] NA NA NA NA NA NA
## [44,] NA NA NA NA NA NA
## [45,] NA NA NA NA NA NA
## [46,] NA NA NA NA NA NA
## [47,] NA NA NA NA NA NA
## [48,] NA NA NA NA NA NA
## [49,] NA NA NA NA NA NA
## [50,] NA NA NA NA NA NA
## [51,] NA NA NA NA NA NA
## [52,] NA NA NA NA NA NA
## [53,] NA NA NA NA NA NA
## [54,] NA NA NA NA NA NA
## [55,] NA NA NA NA NA NA
## [56,] NA NA NA NA NA NA
## [57,] NA NA NA NA NA NA
## [58,] NA NA NA NA NA NA
## [59,] NA NA NA NA NA NA
## [60,] 0.2411148 0.07897795 0.08373740 0.08785048 0.03227570 0.07886977
## [61,] 0.2465591 0.08405814 0.08840350 0.08988587 0.03161831 0.04053441
## [62,] 0.2466232 0.08424545 0.08828182 0.09070230 0.03139861 0.04077667
## [63,] 0.2283289 0.08837850 0.09367872 0.09362237 0.03333808 0.04313018
## [64,] 0.2275169 0.08797621 0.10653615 0.09248668 0.03204992 0.04305550
## [65,] 0.2305886 0.08995838 0.10683467 0.09314842 0.03190066 0.04414039
## [66,] 0.2300756 0.09027886 0.10983062 0.09227583 0.03124898 0.04412861
## [67,] 0.2318106 0.09014166 0.10909647 0.09243639 0.03144574 0.04417579
## [68,] 0.2319561 0.09340769 0.11562297 0.08988306 0.02998006 0.04162979
## [69,] 0.2257904 0.09520390 0.11423690 0.08964116 0.03119644 0.04205480
## [70,] 0.2265809 0.09554583 0.11497747 0.08810156 0.03148403 0.04299929
## ULTJ.JK UNVR.JK
## [1,] NA NA
## [2,] NA NA
## [3,] NA NA
## [4,] NA NA
## [5,] NA NA
## [6,] NA NA
## [7,] NA NA
## [8,] NA NA
## [9,] NA NA
## [10,] NA NA
## [11,] NA NA
## [12,] NA NA
## [13,] NA NA
## [14,] NA NA
## [15,] NA NA
## [16,] NA NA
## [17,] NA NA
## [18,] NA NA
## [19,] NA NA
## [20,] NA NA
## [21,] NA NA
## [22,] NA NA
## [23,] NA NA
## [24,] NA NA
## [25,] NA NA
## [26,] NA NA
## [27,] NA NA
## [28,] NA NA
## [29,] NA NA
## [30,] NA NA
## [31,] NA NA
## [32,] NA NA
## [33,] NA NA
## [34,] NA NA
## [35,] NA NA
## [36,] NA NA
## [37,] NA NA
## [38,] NA NA
## [39,] NA NA
## [40,] NA NA
## [41,] NA NA
## [42,] NA NA
## [43,] NA NA
## [44,] NA NA
## [45,] NA NA
## [46,] NA NA
## [47,] NA NA
## [48,] NA NA
## [49,] NA NA
## [50,] NA NA
## [51,] NA NA
## [52,] NA NA
## [53,] NA NA
## [54,] NA NA
## [55,] NA NA
## [56,] NA NA
## [57,] NA NA
## [58,] NA NA
## [59,] NA NA
## [60,] 0.3224270 0.07474690
## [61,] 0.3382073 0.08073344
## [62,] 0.3400163 0.07795565
## [63,] 0.3362078 0.08331545
## [64,] 0.3267606 0.08361804
## [65,] 0.3220739 0.08135500
## [66,] 0.3201309 0.08203054
## [67,] 0.3182703 0.08262309
## [68,] 0.3143283 0.08319201
## [69,] 0.3221386 0.07973777
## [70,] 0.3218394 0.07847147tail(weight_3)## AALI.JK GGRM.JK HMSP.JK INDF.JK JPFA.JK MYOR.JK ULTJ.JK
## [182,] 0.1185884 0.1320154 0.1603888 0.1234128 0.03692033 0.1648071 0.2030416
## [183,] 0.1200081 0.1380079 0.1605026 0.1279123 0.03620943 0.1562383 0.1993405
## [184,] 0.1186422 0.1371522 0.1609068 0.1335897 0.04024088 0.1521540 0.1976218
## [185,] 0.1164461 0.1443800 0.1717688 0.1279611 0.04102163 0.1464685 0.1898892
## [186,] 0.1097863 0.1429367 0.1660512 0.1211269 0.03906920 0.1378529 0.2210081
## [187,] 0.1144761 0.1401343 0.1661618 0.1215409 0.03716787 0.1383831 0.2184790
## UNVR.JK
## [182,] 0.06082561
## [183,] 0.06178091
## [184,] 0.05969244
## [185,] 0.06206454
## [186,] 0.06216872
## [187,] 0.06365699# Assign minimum variance weights to data_m$weight
capital = 100000
data_m$weight <- data_m$prices
data_m$weight[] <- NA
data_m$weight[] <- weight_3
data_m$weight[] = (capital / prices) * data_m$weight
models$mvp.ff3.cov = bt.run(data_m, type='share')## Latest weights :
## AALI.JK GGRM.JK HMSP.JK INDF.JK JPFA.JK MYOR.JK ULTJ.JK
## 2021-03-31 07:00:00 10.98 14.29 16.61 12.11 3.91 13.79 22.1
## UNVR.JK
## 2021-03-31 07:00:00 6.22
##
## Performance summary :
## CAGR Best Worst
## 9.7 23.3 -11.6 #=================================================================
# d. PRINCIPAL COMPONENT ANALYSIS (PCA)
#=================================================================
X_i <-X[1:60,]
factor_pca <- factorModel(X_i, type = "S", K = 3, max_iter = 10)
cbind(alpha = factor_pca$alpha, beta = factor_pca$beta)## alpha factor1 factor2 factor3
## AALI.JK 0.03845639 0.025327686 0.036477648 0.041620313
## GGRM.JK 0.03632497 0.050739333 0.028993970 0.044655906
## HMSP.JK 0.02463105 0.008901458 0.008123835 0.043509020
## INDF.JK 0.04506897 0.070791346 0.069461036 0.080540147
## JPFA.JK 0.07081204 0.194122008 0.072161032 -0.068747906
## MYOR.JK 0.05767681 0.075777537 0.041364815 0.005545691
## ULTJ.JK 0.05005018 0.151904772 -0.162659006 0.024445928
## UNVR.JK 0.02969594 0.025987978 0.006985067 -0.007580680#
# Statistical 3-factor model
K <- 3
X_trn <- X_i
T_trn <- dim(X_i)[1]
alpha <- colMeans(X_trn)
X_trn_ <- X_trn - matrix(alpha, T_trn, N, byrow = TRUE)
Sigma_prev <- matrix(0, N, N)
Sigma <- (1/(T_trn-1)) * t(X_trn_) %*% X_trn_
eigSigma <- eigen(Sigma)
while (norm(Sigma - Sigma_prev, "F")/norm(Sigma, "F") > 1e-3) {
B <- eigSigma$vectors[, 1:K] %*% diag(sqrt(eigSigma$values[1:K]), K, K)
Psi <- diag(diag(Sigma - B %*% t(B)))
Sigma_prev <- Sigma
Sigma <- B %*% t(B) + Psi
eigSigma <- eigen(Sigma - Psi)
}
# B: factor loadings
B## [,1] [,2] [,3]
## [1,] -0.033146099 -0.056031102 -0.09344136
## [2,] -0.058442867 -0.032212816 -0.05007152
## [3,] -0.009880401 -0.011576724 -0.05224935
## [4,] -0.074669650 -0.067420775 -0.06216853
## [5,] -0.207906931 -0.052805749 0.07385262
## [6,] -0.087929414 -0.041369384 0.01359918
## [7,] -0.137017033 0.172349410 -0.04141298
## [8,] -0.027365070 -0.004021464 0.01117965# fiti = lm(formula = X_i ~ t(B))
Sigma_PCA3 <- Sigma
Sigma_PCA3## [,1] [,2] [,3] [,4] [,5]
## [1,] 0.0208849690 0.008420824 0.0058584037 0.012061781 0.002949179
## [2,] 0.0084208242 0.016365648 0.0035665623 0.009648595 0.010153786
## [3,] 0.0058584037 0.003566562 0.0087162903 0.004766543 -0.001193230
## [4,] 0.0120617806 0.009648595 0.0047665430 0.018869571 0.014493233
## [5,] 0.0029491786 0.010153786 -0.0011932298 0.014493233 0.054321171
## [6,] 0.0039617633 0.005790540 0.0006371515 0.008509373 0.021470011
## [7,] -0.0012456616 0.004529419 0.0015223430 0.001185668 0.016327294
## [8,] 0.0000877305 0.001169054 -0.0002671963 0.001619448 0.006727391
## [,6] [,7] [,8]
## [1,] 0.0039617633 -0.001245662 0.0000877305
## [2,] 0.0057905397 0.004529419 0.0011690536
## [3,] 0.0006371515 0.001522343 -0.0002671963
## [4,] 0.0085093734 0.001185668 0.0016194479
## [5,] 0.0214700109 0.016327294 0.0067273907
## [6,] 0.0190780201 0.004354656 0.0027245941
## [7,] 0.0043546558 0.050281813 0.0025934010
## [8,] 0.0027245941 0.002593401 0.0059045283diag(Sigma_PCA3)## [1] 0.020884969 0.016365648 0.008716290 0.018869571 0.054321171 0.019078020
## [7] 0.050281813 0.005904528# error
norm(Sigma_PCA3 - cov(X_i), "F")## [1] 0.01455309#*****************************************************************
# By Eric Zivot
# use R princomp() function for principal component analysis
#*****************************************************************
pc.fit = princomp(X_i)
class(pc.fit)## [1] "princomp"names(pc.fit)## [1] "sdev" "loadings" "center" "scale" "n.obs" "scores" "call"pc.fit## Call:
## princomp(x = X_i)
##
## Standard deviations:
## Comp.1 Comp.2 Comp.3 Comp.4 Comp.5 Comp.6 Comp.7
## 0.28164224 0.20581337 0.15776774 0.13472074 0.10052229 0.08050251 0.07747756
## Comp.8
## 0.06222263
##
## 8 variables and 60 observations.summary(pc.fit)## Importance of components:
## Comp.1 Comp.2 Comp.3 Comp.4 Comp.5
## Standard deviation 0.2816422 0.2058134 0.1577677 0.13472074 0.10052229
## Proportion of Variance 0.4149057 0.2215649 0.1301938 0.09493421 0.05285408
## Cumulative Proportion 0.4149057 0.6364706 0.7666644 0.86159858 0.91445266
## Comp.6 Comp.7 Comp.8
## Standard deviation 0.08050251 0.07747756 0.06222263
## Proportion of Variance 0.03389788 0.03139826 0.02025119
## Cumulative Proportion 0.94835055 0.97974881 1.00000000#eigenvalues & eigenvectors
eig.value <- eigen(cov(X_i))$values
pc.fit## Call:
## princomp(x = X_i)
##
## Standard deviations:
## Comp.1 Comp.2 Comp.3 Comp.4 Comp.5 Comp.6 Comp.7
## 0.28164224 0.20581337 0.15776774 0.13472074 0.10052229 0.08050251 0.07747756
## Comp.8
## 0.06222263
##
## 8 variables and 60 observations.eig.vec <- eigen(cov(X_i))$vectors
#
B_hat <- eig.vec[, 1:3]%*%diag(sqrt(eig.value[1:3]), 3, 3)
B_hat## [,1] [,2] [,3]
## [1,] 0.033146099 0.056031102 0.09344136
## [2,] 0.058442867 0.032212816 0.05007152
## [3,] 0.009880401 0.011576724 0.05224935
## [4,] 0.074669650 0.067420775 0.06216853
## [5,] 0.207906931 0.052805749 -0.07385262
## [6,] 0.087929414 0.041369384 -0.01359918
## [7,] 0.137017033 -0.172349410 0.04141298
## [8,] 0.027365070 0.004021464 -0.01117965#
plot(pc.fit)
loadings(pc.fit)##
## Loadings:
## Comp.1 Comp.2 Comp.3 Comp.4 Comp.5 Comp.6 Comp.7 Comp.8
## AALI.JK 0.117 0.270 0.587 0.585 0.240 0.207 0.321 0.148
## GGRM.JK 0.206 0.155 0.315 -0.457 -0.642 0.139 0.440
## HMSP.JK 0.328 -0.229 0.491 -0.770
## INDF.JK 0.263 0.325 0.391 -0.219 0.184 -0.666 -0.262 -0.281
## JPFA.JK 0.732 0.254 -0.464 0.348 -0.236
## MYOR.JK 0.310 0.199 -0.519 0.551 0.303 0.439
## ULTJ.JK 0.482 -0.830 0.260
## UNVR.JK -0.101 0.278 0.399 0.183 -0.840
##
## Comp.1 Comp.2 Comp.3 Comp.4 Comp.5 Comp.6 Comp.7 Comp.8
## SS loadings 1.000 1.000 1.000 1.000 1.000 1.000 1.000 1.000
## Proportion Var 0.125 0.125 0.125 0.125 0.125 0.125 0.125 0.125
## Cumulative Var 0.125 0.250 0.375 0.500 0.625 0.750 0.875 1.000pc.fit$loadings[, 1:3]## Comp.1 Comp.2 Comp.3
## AALI.JK 0.11670380 0.26996407 0.58731536
## GGRM.JK 0.20577097 0.15520492 0.31471902
## HMSP.JK 0.03478781 0.05577794 0.32840750
## INDF.JK 0.26290370 0.32484077 0.39075344
## JPFA.JK 0.73201765 0.25442396 -0.46419247
## MYOR.JK 0.30958989 0.19932228 -0.08547614
## ULTJ.JK 0.48242204 -0.83039857 0.26029673
## UNVR.JK 0.09634943 0.01937586 -0.07026846# pc factors are in the scores component. Note these scores are based on
# centered data
head(pc.fit$scores[, 1:3])## Comp.1 Comp.2 Comp.3
## 2005-10-31 0.01982908 0.04384890 -0.02156326
## 2005-11-30 -0.15947982 -0.00279746 0.03302474
## 2005-12-30 0.16644887 -0.12627181 -0.03049252
## 2006-01-31 -0.13761057 0.09574311 -0.14130496
## 2006-02-28 -0.14993682 0.04283790 0.03563043
## 2006-03-31 -0.05147703 -0.04745481 0.01320287pc.fit$scores[, 1:3]## Comp.1 Comp.2 Comp.3
## 2005-10-31 0.01982908 0.0438488979 -0.0215632587
## 2005-11-30 -0.15947982 -0.0027974603 0.0330247423
## 2005-12-30 0.16644887 -0.1262718058 -0.0304925204
## 2006-01-31 -0.13761057 0.0957431114 -0.1413049564
## 2006-02-28 -0.14993682 0.0428379004 0.0356304320
## 2006-03-31 -0.05147703 -0.0474548109 0.0132028690
## 2006-04-28 0.25489354 0.1259543305 0.0099579982
## 2006-05-31 -0.43124323 0.0647112956 -0.0911345683
## 2006-06-30 -0.04344109 -0.3194752056 0.0332152264
## 2006-07-31 -0.01449117 0.1356915077 0.2301901139
## 2006-08-31 -0.08963563 0.1357255253 0.0706974502
## 2006-09-29 0.15829958 -0.1322317270 0.0081987854
## 2006-10-31 0.13885426 -0.2074449503 0.0446170579
## 2006-11-30 0.31563100 0.2342633099 -0.1838730789
## 2006-12-28 -0.19388432 -0.0276394142 0.1913559873
## 2007-01-31 -0.11140506 0.0667364988 0.2040282130
## 2007-02-28 -0.10850258 -0.0366400170 -0.0884142298
## 2007-03-30 -0.16556474 -0.0447473354 -0.0015272504
## 2007-04-30 -0.03581092 0.2117981245 0.1159465720
## 2007-05-31 0.79810269 0.1123586971 -0.5218774278
## 2007-06-29 0.04813566 -0.1858212586 0.1098174760
## 2007-07-31 -0.11483708 -0.0522191713 0.0311325917
## 2007-08-31 -0.35282266 0.0480534000 -0.1150716736
## 2007-09-28 0.29307100 -0.4328258022 0.1968461227
## 2007-10-31 -0.03276943 0.3583996231 0.1261302064
## 2007-11-30 -0.13496211 -0.0251384384 0.0943640319
## 2007-12-31 -0.10100565 -0.0149913630 0.0653900386
## 2008-01-31 -0.29834806 0.2174126342 0.0007897305
## 2008-02-29 -0.18839734 -0.0238923102 0.0429962344
## 2008-03-31 -0.18868843 -0.5217193531 -0.0849752341
## 2008-04-30 -0.28858061 -0.0740731928 -0.0260345265
## 2008-05-30 0.56030140 0.1824016905 -0.1926557945
## 2008-06-30 -0.23177295 -0.1474693487 0.0036608638
## 2008-07-29 -0.08533673 0.0221749032 -0.2067852557
## 2008-08-29 -0.26412217 0.0008900565 -0.1701059822
## 2008-09-26 -0.35060887 -0.2729761247 -0.1698592283
## 2008-10-31 -0.64438640 -0.4206694552 -0.5142890817
## 2008-11-28 -0.08285781 0.0143478081 0.2161254351
## 2008-12-31 -0.03804572 -0.2040147513 0.0809925951
## 2009-01-30 -0.07035305 0.1702806367 0.1728933129
## 2009-02-27 -0.06210020 -0.0432585708 0.0051111371
## 2009-03-31 0.09929831 0.1125845624 0.0186968439
## 2009-04-30 0.03930158 0.2839278112 0.2281410270
## 2009-05-29 0.23496205 0.3698461593 0.2404846669
## 2009-06-30 0.05367961 0.0859413374 -0.1302951030
## 2009-07-31 0.35163401 0.2155243213 0.0204439999
## 2009-08-31 -0.06008814 0.1011836915 0.1153678458
## 2009-09-30 0.08697392 0.0899508759 0.0024121743
## 2009-10-30 -0.11836183 0.0817368505 -0.0858340844
## 2009-11-30 0.42344128 0.1559050039 -0.1791695980
## 2009-12-30 -0.01071007 0.1417923771 0.1077598205
## 2010-01-29 -0.14454599 -0.0330595397 0.1880605872
## 2010-02-25 -0.14268407 -0.0136197124 0.0440517290
## 2010-03-31 -0.01799358 -0.0297678045 -0.0584171364
## 2010-04-30 0.13866671 0.0530855009 -0.1482736875
## 2010-05-31 -0.09005400 -0.1726169749 0.0555997894
## 2010-06-30 0.05707714 0.2006618287 0.0047092209
## 2010-07-30 0.47738042 0.2596830408 -0.2883597507
## 2010-08-31 -0.06184661 -0.0408691475 0.0379260784
## 2010-09-30 1.15278041 -0.7817482664 0.2503444204# time series plot of principal component factors
# library(PerformanceAnalytics)
# chart.TimeSeries(pc.fit$scores[, 1, drop=FALSE], colorset="blue")
# compare with direct eigen-value analysis
# notice the sign change on the first set of loadings
eigen.fit = eigen(var(X_i))
names(eigen.fit)## [1] "values" "vectors"names(eigen.fit$values) = rownames(eigen.fit$vectors) = colnames(X_i)
cbind(pc.fit$loadings[,1:3], eigen.fit$vectors[, 1:3])## Comp.1 Comp.2 Comp.3
## AALI.JK 0.11670380 0.26996407 0.58731536 0.11670380 0.26996407 0.58731536
## GGRM.JK 0.20577097 0.15520492 0.31471902 0.20577097 0.15520492 0.31471902
## HMSP.JK 0.03478781 0.05577794 0.32840750 0.03478781 0.05577794 0.32840750
## INDF.JK 0.26290370 0.32484077 0.39075344 0.26290370 0.32484077 0.39075344
## JPFA.JK 0.73201765 0.25442396 -0.46419247 0.73201765 0.25442396 -0.46419247
## MYOR.JK 0.30958989 0.19932228 -0.08547614 0.30958989 0.19932228 -0.08547614
## ULTJ.JK 0.48242204 -0.83039857 0.26029673 0.48242204 -0.83039857 0.26029673
## UNVR.JK 0.09634943 0.01937586 -0.07026846 0.09634943 0.01937586 -0.07026846# compute uncentered pc factors from eigenvectors and return data
pc.factors.uc = X_i %*% eigen.fit$vectors
colnames(pc.factors.uc) = paste(colnames(pc.fit$scores),".uc",sep="")
# compare centered and uncentered scores. Note sign change on first factor
# We can treat centered scores as unobservable factor values (F)
cbind(pc.fit$scores[,1,drop=F], -pc.factors.uc[, 1, drop=F])## Comp.1 Comp.1.uc
## 2005-10-31 0.01982908 -0.141195688
## 2005-11-30 -0.15947982 0.038113209
## 2005-12-30 0.16644887 -0.287815482
## 2006-01-31 -0.13761057 0.016243960
## 2006-02-28 -0.14993682 0.028570211
## 2006-03-31 -0.05147703 -0.069889576
## 2006-04-28 0.25489354 -0.376260148
## 2006-05-31 -0.43124323 0.309876620
## 2006-06-30 -0.04344109 -0.077925519
## 2006-07-31 -0.01449117 -0.106875440
## 2006-08-31 -0.08963563 -0.031730975
## 2006-09-29 0.15829958 -0.279666187
## 2006-10-31 0.13885426 -0.260220872
## 2006-11-30 0.31563100 -0.436997607
## 2006-12-28 -0.19388432 0.072517706
## 2007-01-31 -0.11140506 -0.009961547
## 2007-02-28 -0.10850258 -0.012864034
## 2007-03-30 -0.16556474 0.044198126
## 2007-04-30 -0.03581092 -0.085555691
## 2007-05-31 0.79810269 -0.919469294
## 2007-06-29 0.04813566 -0.169502269
## 2007-07-31 -0.11483708 -0.006529532
## 2007-08-31 -0.35282266 0.231456055
## 2007-09-28 0.29307100 -0.414437607
## 2007-10-31 -0.03276943 -0.088597183
## 2007-11-30 -0.13496211 0.013595497
## 2007-12-31 -0.10100565 -0.020360963
## 2008-01-31 -0.29834806 0.176981453
## 2008-02-29 -0.18839734 0.067030735
## 2008-03-31 -0.18868843 0.067321817
## 2008-04-30 -0.28858061 0.167214003
## 2008-05-30 0.56030140 -0.681668013
## 2008-06-30 -0.23177295 0.110406341
## 2008-07-29 -0.08533673 -0.036029881
## 2008-08-29 -0.26412217 0.142755559
## 2008-09-26 -0.35060887 0.229242258
## 2008-10-31 -0.64438640 0.523019794
## 2008-11-28 -0.08285781 -0.038508802
## 2008-12-31 -0.03804572 -0.083320889
## 2009-01-30 -0.07035305 -0.051013560
## 2009-02-27 -0.06210020 -0.059266411
## 2009-03-31 0.09929831 -0.220664920
## 2009-04-30 0.03930158 -0.160668187
## 2009-05-29 0.23496205 -0.356328662
## 2009-06-30 0.05367961 -0.175046216
## 2009-07-31 0.35163401 -0.473000619
## 2009-08-31 -0.06008814 -0.061278465
## 2009-09-30 0.08697392 -0.208340533
## 2009-10-30 -0.11836183 -0.003004777
## 2009-11-30 0.42344128 -0.544807894
## 2009-12-30 -0.01071007 -0.110656534
## 2010-01-29 -0.14454599 0.023179379
## 2010-02-25 -0.14268407 0.021317456
## 2010-03-31 -0.01799358 -0.103373026
## 2010-04-30 0.13866671 -0.260033322
## 2010-05-31 -0.09005400 -0.031312614
## 2010-06-30 0.05707714 -0.178443750
## 2010-07-30 0.47738042 -0.598747025
## 2010-08-31 -0.06184661 -0.059520003
## 2010-09-30 1.15278041 -1.274147022#
# use first 3 eigen-vectors to compue three factor (with normalization to have pos correlation with market)
# note: cannot treat pc as a portfolio b/c weights do not sum to unity
p3 = pc.fit$loadings[, 1:3]
p3 # refers to B ## Comp.1 Comp.2 Comp.3
## AALI.JK 0.11670380 0.26996407 0.58731536
## GGRM.JK 0.20577097 0.15520492 0.31471902
## HMSP.JK 0.03478781 0.05577794 0.32840750
## INDF.JK 0.26290370 0.32484077 0.39075344
## JPFA.JK 0.73201765 0.25442396 -0.46419247
## MYOR.JK 0.30958989 0.19932228 -0.08547614
## ULTJ.JK 0.48242204 -0.83039857 0.26029673
## UNVR.JK 0.09634943 0.01937586 -0.07026846colSums(p3)## Comp.1 Comp.2 Comp.3
## 2.2405453 0.4485112 1.2615550# create factor mimicking portfolio by normalizing weights to unity
p3 = p3/colSums(p3)
p3## Comp.1 Comp.2 Comp.3
## AALI.JK 0.05208723 0.213993104 1.30947753
## GGRM.JK 0.45878667 0.069271048 0.24946913
## HMSP.JK 0.02757535 0.124362416 0.14657481
## INDF.JK 0.11733916 0.257492363 0.87122334
## JPFA.JK 1.63210556 0.113554480 -0.36795263
## MYOR.JK 0.24540340 0.444408679 -0.03814971
## ULTJ.JK 0.21531457 -0.658234155 0.58035723
## UNVR.JK 0.21482056 0.008647832 -0.05569988barplot(p3[,1], horiz=F, main="Factor mimicking weights", col="blue", cex.names = 0.75, las=2)
# create first 3 factors
f3 = X_i %*% p3
head(f3)## Comp.1 Comp.2 Comp.3
## [1,] 0.23315974 0.041030646 0.12520824
## [2,] -0.05378919 -0.009491053 0.08004781
## [3,] 0.24998822 0.022972658 0.04746517
## [4,] 0.07555055 0.091812856 -0.12042681
## [5,] 0.02833445 0.008940170 0.14548586
## [6,] 0.02056972 -0.001104686 0.14688470head(pc.fit$scores[, 1:3])## Comp.1 Comp.2 Comp.3
## 2005-10-31 0.01982908 0.04384890 -0.02156326
## 2005-11-30 -0.15947982 -0.00279746 0.03302474
## 2005-12-30 0.16644887 -0.12627181 -0.03049252
## 2006-01-31 -0.13761057 0.09574311 -0.14130496
## 2006-02-28 -0.14993682 0.04283790 0.03563043
## 2006-03-31 -0.05147703 -0.04745481 0.01320287# chart.TimeSeries(f1, main="First principal component factor", colorset="blue")
# estimate factor betas by multivariate regression
n.obs <- dim(X_i)[1]
X.mat = cbind(rep(1, n.obs), f3)
colnames(X.mat) = c("intercept", "Factor 1", "Factor 2", "Factor 3")
XX.mat = crossprod(X.mat)
# multivariate least squares
G.hat = solve(XX.mat)%*%crossprod(X.mat, X_i)
t(G.hat)## intercept Factor 1 Factor 2 Factor 3
## AALI.JK -0.005209650 -0.02090274 0.24773321 0.401364987
## GGRM.JK 0.003074248 0.09179527 0.12957978 0.138864537
## HMSP.JK 0.011206280 -0.01878762 0.07126797 0.145573033
## INDF.JK -0.004716283 0.08130599 0.33589273 0.265916860
## JPFA.JK -0.008311875 0.51737485 0.03307520 -0.103405922
## MYOR.JK 0.022390177 0.16928777 0.26267779 -0.006741463
## ULTJ.JK 0.012854662 0.23548352 -1.09688127 0.253984091
## UNVR.JK 0.020522968 0.06188804 0.01861301 -0.019060534# can also use solve(qr(X.mat), returns.mat)
beta.hat = G.hat[2:4,]
beta.hat## AALI.JK GGRM.JK HMSP.JK INDF.JK JPFA.JK MYOR.JK
## Factor 1 -0.02090274 0.09179527 -0.01878762 0.08130599 0.5173748 0.169287770
## Factor 2 0.24773321 0.12957978 0.07126797 0.33589273 0.0330752 0.262677792
## Factor 3 0.40136499 0.13886454 0.14557303 0.26591686 -0.1034059 -0.006741463
## ULTJ.JK UNVR.JK
## Factor 1 0.2354835 0.06188804
## Factor 2 -1.0968813 0.01861301
## Factor 3 0.2539841 -0.01906053B## [,1] [,2] [,3]
## [1,] -0.033146099 -0.056031102 -0.09344136
## [2,] -0.058442867 -0.032212816 -0.05007152
## [3,] -0.009880401 -0.011576724 -0.05224935
## [4,] -0.074669650 -0.067420775 -0.06216853
## [5,] -0.207906931 -0.052805749 0.07385262
## [6,] -0.087929414 -0.041369384 0.01359918
## [7,] -0.137017033 0.172349410 -0.04141298
## [8,] -0.027365070 -0.004021464 0.01117965E.hat = X_i - X.mat%*%G.hat
diagD.hat = diag(crossprod(E.hat)/(n.obs-4))
# compute covariance/correlation matrices with three pc factor
cov.pc3 = t(beta.hat)%*%var(f3)%*%(beta.hat) + diag(diagD.hat)
cov.pc3## AALI.JK GGRM.JK HMSP.JK INDF.JK JPFA.JK
## AALI.JK 0.0211825158 0.007003366 5.245552e-03 0.012956109 3.666582e-03
## GGRM.JK 0.0070033658 0.016963263 2.144269e-03 0.008083343 1.183869e-02
## HMSP.JK 0.0052455521 0.002144269 9.085160e-03 0.004120516 2.225848e-05
## INDF.JK 0.0129561086 0.008083343 4.120516e-03 0.019147998 1.364649e-02
## JPFA.JK 0.0036665824 0.011838687 2.225848e-05 0.013646489 5.441113e-02
## MYOR.JK 0.0043689381 0.005770750 9.607059e-04 0.008337585 1.954164e-02
## ULTJ.JK 0.0016971287 0.003379290 6.884868e-04 0.000106205 1.770828e-02
## UNVR.JK 0.0003474669 0.001401408 -3.791743e-05 0.001641706 6.353651e-03
## MYOR.JK ULTJ.JK UNVR.JK
## AALI.JK 0.0043689381 0.0016971287 3.474669e-04
## GGRM.JK 0.0057707504 0.0033792896 1.401408e-03
## HMSP.JK 0.0009607059 0.0006884868 -3.791743e-05
## INDF.JK 0.0083375854 0.0001062050 1.641706e-03
## JPFA.JK 0.0195416394 0.0177082772 6.353651e-03
## MYOR.JK 0.0196075700 -0.0007480599 2.447083e-03
## ULTJ.JK -0.0007480599 0.0504559025 1.539253e-03
## UNVR.JK 0.0024470829 0.0015392531 6.179266e-03Sigma_PCA3## [,1] [,2] [,3] [,4] [,5]
## [1,] 0.0208849690 0.008420824 0.0058584037 0.012061781 0.002949179
## [2,] 0.0084208242 0.016365648 0.0035665623 0.009648595 0.010153786
## [3,] 0.0058584037 0.003566562 0.0087162903 0.004766543 -0.001193230
## [4,] 0.0120617806 0.009648595 0.0047665430 0.018869571 0.014493233
## [5,] 0.0029491786 0.010153786 -0.0011932298 0.014493233 0.054321171
## [6,] 0.0039617633 0.005790540 0.0006371515 0.008509373 0.021470011
## [7,] -0.0012456616 0.004529419 0.0015223430 0.001185668 0.016327294
## [8,] 0.0000877305 0.001169054 -0.0002671963 0.001619448 0.006727391
## [,6] [,7] [,8]
## [1,] 0.0039617633 -0.001245662 0.0000877305
## [2,] 0.0057905397 0.004529419 0.0011690536
## [3,] 0.0006371515 0.001522343 -0.0002671963
## [4,] 0.0085093734 0.001185668 0.0016194479
## [5,] 0.0214700109 0.016327294 0.0067273907
## [6,] 0.0190780201 0.004354656 0.0027245941
## [7,] 0.0043546558 0.050281813 0.0025934010
## [8,] 0.0027245941 0.002593401 0.0059045283diag(cov.pc3)## AALI.JK GGRM.JK HMSP.JK INDF.JK JPFA.JK MYOR.JK
## 0.021182516 0.016963263 0.009085160 0.019147998 0.054411130 0.019607570
## ULTJ.JK UNVR.JK
## 0.050455902 0.006179266# error difference between pca and empirical covariance matrix
norm(cov.pc3 - cov(X_i), "F")## [1] 0.01642228norm(Sigma_PCA3 - cov(X_i), "F")## [1] 0.01455309- Plotting the MVP performance based on equal weighting, CAPM (single factor), Fama French (three factors), and PCA models.
#============================================================
# 8. PERFORMANCE PLOTTING OF MVP (Minimum Variance Portfolio)
# Based on Equal Weighting, CAPM, Fama French, and PCA
#============================================================
plotbt(models, plotX = T, log = 'y', LeftMargin = 3)
mtext('Cumulative Performance', side = 2, line = 1)
# Plot Strategy Statistics Side by Side
layout(1:1)
plotbt.strategy.sidebyside(models)
# Plot transition maps
layout(1:len(models))
for(m in names(models)) {
plotbt.transition.map(models[[m]]$weight, name=m)
legend('topright', legend = m, bty = 'n')
}