rm(list=ls())
#setInternet2(TRUE)
con = gzcon(url('https://github.com/systematicinvestor/SIT/raw/master/sit.gz', 'rb'))
source(con)
close(con)
load.packages('quantmod,quadprog,lpSolve')
##
## Attaching package: 'zoo'
## The following objects are masked from 'package:base':
##
## as.Date, as.Date.numeric
##
## Attaching package: 'TTR'
## The following object is masked _by_ '.GlobalEnv':
##
## DVI
## Version 0.4-0 included new data defaults. See ?getSymbols.
tickers = spl('SPY,QQQ,EEM,IWM,EFA,TLT,IYR,GLD')
data <- new.env()
getSymbols(tickers, src = 'yahoo', from = '1980-01-01', env = data, 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.
## pausing 1 second between requests for more than 5 symbols
## pausing 1 second between requests for more than 5 symbols
## pausing 1 second between requests for more than 5 symbols
## pausing 1 second between requests for more than 5 symbols
## [1] "SPY" "QQQ" "EEM" "IWM" "EFA" "TLT" "IYR" "GLD"
for(i in ls(data)) data[[i]] = adjustOHLC(data[[i]], use.Adjusted=T)
data.weekly <- new.env()
for(i in tickers) data.weekly[[i]] = to.weekly(data[[i]], indexAt='endof')
bt.prep(data, align='remove.na', dates='1990::2018')
bt.prep(data.weekly, align='remove.na', dates='1990::2018')
prices = data$prices
n = ncol(prices)
n
## [1] 8
# find week ends
week.ends = endpoints(prices, 'weeks')
week.ends = week.ends[week.ends > 0]
# Equal Weight 1/N Benchmark
data$weight[] = NA
data$weight[week.ends,] = ntop(prices[week.ends,], n)
capital = 100000
data$weight[] = (capital / prices) * data$weight
equal.weight = bt.run(data, type='share')
## Latest weights :
## EEM EFA GLD IWM IYR QQQ SPY TLT
## 2018-12-31 08:00:00 12.5 12.5 12.5 12.5 12.5 12.5 12.5 12.5
##
## Performance summary :
## CAGR Best Worst
## 8.1 10.2 -8.6
names(equal.weight)
## [1] "weight" "type" "share" "capital" "ret"
## [6] "best" "worst" "equity" "cagr" "dates.index"
equal.weight$equity
## EEM
## 2004-11-18 08:00:00 1.0000000
## 2004-11-19 08:00:00 1.0000000
## 2004-11-22 08:00:00 1.0060317
## 2004-11-23 08:00:00 1.0082207
## 2004-11-24 08:00:00 1.0148659
## 2004-11-26 08:00:00 1.0163948
## 2004-11-29 08:00:00 1.0145004
## 2004-11-30 08:00:00 1.0138978
## 2004-12-01 08:00:00 1.0254393
## 2004-12-02 08:00:00 1.0225632
## 2004-12-03 08:00:00 1.0297706
## 2004-12-06 08:00:00 1.0284214
## 2004-12-07 08:00:00 1.0183077
## 2004-12-08 08:00:00 1.0196022
## 2004-12-09 08:00:00 1.0166501
## 2004-12-10 08:00:00 1.0167255
## 2004-12-13 08:00:00 1.0255318
## 2004-12-14 08:00:00 1.0276762
## 2004-12-15 08:00:00 1.0340754
## 2004-12-16 08:00:00 1.0263932
## 2004-12-17 08:00:00 1.0263067
## 2004-12-20 08:00:00 1.0287307
## 2004-12-21 08:00:00 1.0358775
## 2004-12-22 08:00:00 1.0366078
## 2004-12-23 08:00:00 1.0373187
## 2004-12-27 08:00:00 1.0364982
## 2004-12-28 08:00:00 1.0417187
## 2004-12-29 08:00:00 1.0405677
## 2004-12-30 08:00:00 1.0414783
## 2004-12-31 08:00:00 1.0430823
## 2005-01-03 08:00:00 1.0334505
## 2005-01-04 08:00:00 1.0163300
## 2005-01-05 08:00:00 1.0062639
## 2005-01-06 08:00:00 1.0064492
## 2005-01-07 08:00:00 1.0045702
## 2005-01-10 08:00:00 1.0075534
## 2005-01-11 08:00:00 1.0037565
## 2005-01-12 08:00:00 1.0091462
## 2005-01-13 08:00:00 1.0062924
## 2005-01-14 08:00:00 1.0127769
## 2005-01-18 08:00:00 1.0182376
## 2005-01-19 08:00:00 1.0102965
## 2005-01-20 08:00:00 1.0034053
## 2005-01-21 08:00:00 1.0054387
## 2005-01-24 08:00:00 1.0018870
## 2005-01-25 08:00:00 0.9990577
## 2005-01-26 08:00:00 1.0077155
## 2005-01-27 08:00:00 1.0067088
## 2005-01-28 08:00:00 1.0078457
## 2005-01-31 08:00:00 1.0121787
## 2005-02-01 08:00:00 1.0173160
## 2005-02-02 08:00:00 1.0213883
## 2005-02-03 08:00:00 1.0161800
## 2005-02-04 08:00:00 1.0268475
## 2005-02-07 08:00:00 1.0260201
## 2005-02-08 08:00:00 1.0279702
## 2005-02-09 08:00:00 1.0226402
## 2005-02-10 08:00:00 1.0254651
## 2005-02-11 08:00:00 1.0341046
## 2005-02-14 08:00:00 1.0385065
## 2005-02-15 08:00:00 1.0409703
## 2005-02-16 08:00:00 1.0393982
## 2005-02-17 08:00:00 1.0352690
## 2005-02-18 08:00:00 1.0345365
## 2005-02-22 08:00:00 1.0261504
## 2005-02-23 08:00:00 1.0286966
## 2005-02-24 08:00:00 1.0336045
## 2005-02-25 08:00:00 1.0452729
## 2005-02-28 08:00:00 1.0394904
## 2005-03-01 08:00:00 1.0437867
## 2005-03-02 08:00:00 1.0396821
## 2005-03-03 08:00:00 1.0385124
## 2005-03-04 08:00:00 1.0516702
## 2005-03-07 08:00:00 1.0556685
## 2005-03-08 08:00:00 1.0510765
## 2005-03-09 08:00:00 1.0404063
## 2005-03-10 08:00:00 1.0414628
## 2005-03-11 08:00:00 1.0363711
## 2005-03-14 08:00:00 1.0389920
## 2005-03-15 08:00:00 1.0309625
## 2005-03-16 08:00:00 1.0266524
## 2005-03-17 08:00:00 1.0297187
## 2005-03-18 08:00:00 1.0256243
## 2005-03-21 08:00:00 1.0191648
## 2005-03-22 08:00:00 1.0070284
## 2005-03-23 08:00:00 1.0035214
## 2005-03-24 08:00:00 1.0045242
## 2005-03-28 08:00:00 1.0054752
## 2005-03-29 08:00:00 0.9978826
## 2005-03-30 08:00:00 1.0100345
## 2005-03-31 08:00:00 1.0115778
## 2005-04-01 08:00:00 1.0098400
## 2005-04-04 08:00:00 1.0104501
## 2005-04-05 08:00:00 1.0121540
## 2005-04-06 08:00:00 1.0169417
## 2005-04-07 08:00:00 1.0207488
## 2005-04-08 08:00:00 1.0145343
## 2005-04-11 08:00:00 1.0151930
## 2005-04-12 08:00:00 1.0233237
## 2005-04-13 08:00:00 1.0131904
## 2005-04-14 08:00:00 0.9996855
## 2005-04-15 08:00:00 0.9907258
## 2005-04-18 08:00:00 0.9941769
## 2005-04-19 08:00:00 1.0058226
## 2005-04-20 08:00:00 0.9958409
## 2005-04-21 08:00:00 1.0090682
## 2005-04-22 08:00:00 1.0043709
## 2005-04-25 08:00:00 1.0129866
## 2005-04-26 08:00:00 1.0062046
## 2005-04-27 08:00:00 1.0055323
## 2005-04-28 08:00:00 0.9955749
## 2005-04-29 08:00:00 1.0064857
## 2005-05-02 08:00:00 1.0082393
## 2005-05-03 08:00:00 1.0105006
## 2005-05-04 08:00:00 1.0190621
## 2005-05-05 08:00:00 1.0210547
## 2005-05-06 08:00:00 1.0183678
## 2005-05-09 08:00:00 1.0237230
## 2005-05-10 08:00:00 1.0162589
## 2005-05-11 08:00:00 1.0197274
## 2005-05-12 08:00:00 1.0100418
## 2005-05-13 08:00:00 1.0073305
## 2005-05-16 08:00:00 1.0144458
## 2005-05-17 08:00:00 1.0178867
## 2005-05-18 08:00:00 1.0303809
## 2005-05-19 08:00:00 1.0345011
## 2005-05-20 08:00:00 1.0329233
## 2005-05-23 08:00:00 1.0375943
## 2005-05-24 08:00:00 1.0357144
## 2005-05-25 08:00:00 1.0308251
## 2005-05-26 08:00:00 1.0350592
## 2005-05-27 08:00:00 1.0388539
## 2005-05-31 08:00:00 1.0363922
## 2005-06-01 08:00:00 1.0453603
## 2005-06-02 08:00:00 1.0507229
## 2005-06-03 08:00:00 1.0439775
## 2005-06-06 08:00:00 1.0494850
## 2005-06-07 08:00:00 1.0504471
## 2005-06-08 08:00:00 1.0480564
## 2005-06-09 08:00:00 1.0518018
## 2005-06-10 08:00:00 1.0497503
## 2005-06-13 08:00:00 1.0519027
## 2005-06-14 08:00:00 1.0527909
## 2005-06-15 08:00:00 1.0558961
## 2005-06-16 08:00:00 1.0632796
## 2005-06-17 08:00:00 1.0693880
## 2005-06-20 08:00:00 1.0661892
## 2005-06-21 08:00:00 1.0668773
## 2005-06-22 08:00:00 1.0694395
## 2005-06-23 08:00:00 1.0601242
## 2005-06-24 08:00:00 1.0550003
## 2005-06-27 08:00:00 1.0564055
## 2005-06-28 08:00:00 1.0609377
## 2005-06-29 08:00:00 1.0607408
## 2005-06-30 08:00:00 1.0587540
## 2005-07-01 08:00:00 1.0571907
## 2005-07-05 08:00:00 1.0613177
## 2005-07-06 08:00:00 1.0574722
## 2005-07-07 08:00:00 1.0596180
## 2005-07-08 08:00:00 1.0707087
## 2005-07-11 08:00:00 1.0798390
## 2005-07-12 08:00:00 1.0832108
## 2005-07-13 08:00:00 1.0799309
## 2005-07-14 08:00:00 1.0780014
## 2005-07-15 08:00:00 1.0788007
## 2005-07-18 08:00:00 1.0755609
## 2005-07-19 08:00:00 1.0825717
## 2005-07-20 08:00:00 1.0896375
## 2005-07-21 08:00:00 1.0852409
## 2005-07-22 08:00:00 1.0899024
## 2005-07-25 08:00:00 1.0865699
## 2005-07-26 08:00:00 1.0886410
## 2005-07-27 08:00:00 1.0934218
## 2005-07-28 08:00:00 1.1030555
## 2005-07-29 08:00:00 1.0986686
## 2005-08-01 08:00:00 1.1025643
## 2005-08-02 08:00:00 1.1103836
## 2005-08-03 08:00:00 1.1121513
## 2005-08-04 08:00:00 1.1032655
## 2005-08-05 08:00:00 1.0901320
## 2005-08-08 08:00:00 1.0840891
## 2005-08-09 08:00:00 1.0930013
## 2005-08-10 08:00:00 1.0945447
## 2005-08-11 08:00:00 1.1041512
## 2005-08-12 08:00:00 1.0998177
## 2005-08-15 08:00:00 1.1041280
## 2005-08-16 08:00:00 1.0963637
## 2005-08-17 08:00:00 1.0925361
## 2005-08-18 08:00:00 1.0872196
## 2005-08-19 08:00:00 1.0869857
## 2005-08-22 08:00:00 1.0918184
## 2005-08-23 08:00:00 1.0902539
## 2005-08-24 08:00:00 1.0844394
## 2005-08-25 08:00:00 1.0896588
## 2005-08-26 08:00:00 1.0836021
## 2005-08-29 08:00:00 1.0881407
## 2005-08-30 08:00:00 1.0843797
## 2005-08-31 08:00:00 1.1004741
## 2005-09-01 08:00:00 1.1065186
## 2005-09-02 08:00:00 1.1065009
## 2005-09-06 08:00:00 1.1178400
## 2005-09-07 08:00:00 1.1165748
## 2005-09-08 08:00:00 1.1142120
## 2005-09-09 08:00:00 1.1225919
## 2005-09-12 08:00:00 1.1210847
## 2005-09-13 08:00:00 1.1151357
## 2005-09-14 08:00:00 1.1116625
## 2005-09-15 08:00:00 1.1128305
## 2005-09-16 08:00:00 1.1194549
## 2005-09-19 08:00:00 1.1166849
## 2005-09-20 08:00:00 1.1121365
## 2005-09-21 08:00:00 1.1092056
## 2005-09-22 08:00:00 1.1080131
## 2005-09-23 08:00:00 1.1072138
## 2005-09-26 08:00:00 1.1122024
## 2005-09-27 08:00:00 1.1084951
## 2005-09-28 08:00:00 1.1133133
## 2005-09-29 08:00:00 1.1244537
## 2005-09-30 08:00:00 1.1255323
## 2005-10-03 08:00:00 1.1249417
## 2005-10-04 08:00:00 1.1161922
## 2005-10-05 08:00:00 1.1011763
## 2005-10-06 08:00:00 1.0932869
## 2005-10-07 08:00:00 1.0995109
## 2005-10-10 08:00:00 1.0934724
## 2005-10-11 08:00:00 1.0902821
## 2005-10-12 08:00:00 1.0750837
## 2005-10-13 08:00:00 1.0761302
## 2005-10-14 08:00:00 1.0831513
## 2005-10-17 08:00:00 1.0868917
## 2005-10-18 08:00:00 1.0751263
## 2005-10-19 08:00:00 1.0864332
## 2005-10-20 08:00:00 1.0689885
## 2005-10-21 08:00:00 1.0796823
## 2005-10-24 08:00:00 1.0933074
## 2005-10-25 08:00:00 1.0896524
## 2005-10-26 08:00:00 1.0854676
## 2005-10-27 08:00:00 1.0747465
## 2005-10-28 08:00:00 1.0881881
## 2005-10-31 08:00:00 1.0931927
## 2005-11-01 08:00:00 1.0933975
## 2005-11-02 08:00:00 1.1052711
## 2005-11-03 08:00:00 1.1061669
## 2005-11-04 08:00:00 1.1029589
## 2005-11-07 08:00:00 1.1067152
## 2005-11-08 08:00:00 1.1055722
## 2005-11-09 08:00:00 1.1099588
## 2005-11-10 08:00:00 1.1183524
## 2005-11-11 08:00:00 1.1233851
## 2005-11-14 08:00:00 1.1189707
## 2005-11-15 08:00:00 1.1152282
## 2005-11-16 08:00:00 1.1216663
## 2005-11-17 08:00:00 1.1362604
## 2005-11-18 08:00:00 1.1401462
## 2005-11-21 08:00:00 1.1454512
## 2005-11-22 08:00:00 1.1507787
## 2005-11-23 08:00:00 1.1539894
## 2005-11-25 08:00:00 1.1546495
## 2005-11-28 08:00:00 1.1500572
## 2005-11-29 08:00:00 1.1469911
## 2005-11-30 08:00:00 1.1422227
## 2005-12-01 08:00:00 1.1599386
## 2005-12-02 08:00:00 1.1617945
## 2005-12-05 08:00:00 1.1605633
## 2005-12-06 08:00:00 1.1652402
## 2005-12-07 08:00:00 1.1604390
## 2005-12-08 08:00:00 1.1624183
## 2005-12-09 08:00:00 1.1676242
## 2005-12-12 08:00:00 1.1714697
## 2005-12-13 08:00:00 1.1747217
## 2005-12-14 08:00:00 1.1721229
## 2005-12-15 08:00:00 1.1664756
## 2005-12-16 08:00:00 1.1658444
## 2005-12-19 08:00:00 1.1591141
## 2005-12-20 08:00:00 1.1565808
## 2005-12-21 08:00:00 1.1639156
## 2005-12-22 08:00:00 1.1719870
## 2005-12-23 08:00:00 1.1744500
## 2005-12-27 08:00:00 1.1688618
## 2005-12-28 08:00:00 1.1730256
## 2005-12-29 08:00:00 1.1702214
## 2005-12-30 08:00:00 1.1655461
## 2006-01-03 08:00:00 1.1927184
## 2006-01-04 08:00:00 1.1999379
## 2006-01-05 08:00:00 1.1996857
## 2006-01-06 08:00:00 1.2156401
## 2006-01-09 08:00:00 1.2232609
## 2006-01-10 08:00:00 1.2199541
## 2006-01-11 08:00:00 1.2256828
## 2006-01-12 08:00:00 1.2207342
## 2006-01-13 08:00:00 1.2225802
## 2006-01-17 08:00:00 1.2160045
## 2006-01-18 08:00:00 1.2076067
## 2006-01-19 08:00:00 1.2238130
## 2006-01-20 08:00:00 1.2051826
## 2006-01-23 08:00:00 1.2150674
## 2006-01-24 08:00:00 1.2214026
## 2006-01-25 08:00:00 1.2207940
## 2006-01-26 08:00:00 1.2295582
## 2006-01-27 08:00:00 1.2380737
## 2006-01-30 08:00:00 1.2394067
## 2006-01-31 08:00:00 1.2391358
## 2006-02-01 08:00:00 1.2430236
## 2006-02-02 08:00:00 1.2308829
## 2006-02-03 08:00:00 1.2231128
## 2006-02-06 08:00:00 1.2291564
## 2006-02-07 08:00:00 1.2117462
## 2006-02-08 08:00:00 1.2167875
## 2006-02-09 08:00:00 1.2199056
## 2006-02-10 08:00:00 1.2155474
## 2006-02-13 08:00:00 1.2049493
## 2006-02-14 08:00:00 1.2179658
## 2006-02-15 08:00:00 1.2182121
## 2006-02-16 08:00:00 1.2309748
## 2006-02-17 08:00:00 1.2319180
## 2006-02-21 08:00:00 1.2281771
## 2006-02-22 08:00:00 1.2377629
## 2006-02-23 08:00:00 1.2346007
## 2006-02-24 08:00:00 1.2391161
## 2006-02-27 08:00:00 1.2419455
## 2006-02-28 08:00:00 1.2330028
## 2006-03-01 08:00:00 1.2449394
## 2006-03-02 08:00:00 1.2445468
## 2006-03-03 08:00:00 1.2360904
## 2006-03-06 08:00:00 1.2284773
## 2006-03-07 08:00:00 1.2149521
## 2006-03-08 08:00:00 1.2148078
## 2006-03-09 08:00:00 1.2118332
## 2006-03-10 08:00:00 1.2211741
## 2006-03-13 08:00:00 1.2239969
## 2006-03-14 08:00:00 1.2400708
## 2006-03-15 08:00:00 1.2484302
## 2006-03-16 08:00:00 1.2498530
## 2006-03-17 08:00:00 1.2535886
## 2006-03-20 08:00:00 1.2527593
## 2006-03-21 08:00:00 1.2390920
## 2006-03-22 08:00:00 1.2465113
## 2006-03-23 08:00:00 1.2433357
## 2006-03-24 08:00:00 1.2517104
## 2006-03-27 08:00:00 1.2520126
## 2006-03-28 08:00:00 1.2445731
## 2006-03-29 08:00:00 1.2619400
## 2006-03-30 08:00:00 1.2651799
## 2006-03-31 08:00:00 1.2630508
## 2006-04-03 08:00:00 1.2656198
## 2006-04-04 08:00:00 1.2693630
## 2006-04-05 08:00:00 1.2770344
## 2006-04-06 08:00:00 1.2765278
## 2006-04-07 08:00:00 1.2607732
## 2006-04-10 08:00:00 1.2614913
## 2006-04-11 08:00:00 1.2523120
## 2006-04-12 08:00:00 1.2543820
## 2006-04-13 08:00:00 1.2536819
## 2006-04-17 08:00:00 1.2587264
## 2006-04-18 08:00:00 1.2830949
## 2006-04-19 08:00:00 1.2936613
## 2006-04-20 08:00:00 1.2838317
## 2006-04-21 08:00:00 1.2908362
## 2006-04-24 08:00:00 1.2830337
## 2006-04-25 08:00:00 1.2796776
## 2006-04-26 08:00:00 1.2848801
## 2006-04-27 08:00:00 1.2836628
## 2006-04-28 08:00:00 1.2918170
## 2006-05-01 08:00:00 1.2832737
## 2006-05-02 08:00:00 1.2950015
## 2006-05-03 08:00:00 1.2926923
## 2006-05-04 08:00:00 1.3035638
## 2006-05-05 08:00:00 1.3174588
## 2006-05-08 08:00:00 1.3182908
## 2006-05-09 08:00:00 1.3239721
## 2006-05-10 08:00:00 1.3212611
## 2006-05-11 08:00:00 1.3032501
## 2006-05-12 08:00:00 1.2852574
## 2006-05-15 08:00:00 1.2739040
## 2006-05-16 08:00:00 1.2768737
## 2006-05-17 08:00:00 1.2528152
## 2006-05-18 08:00:00 1.2462571
## 2006-05-19 08:00:00 1.2497863
## 2006-05-22 08:00:00 1.2331983
## 2006-05-23 08:00:00 1.2283599
## 2006-05-24 08:00:00 1.2254735
## 2006-05-25 08:00:00 1.2447727
## 2006-05-26 08:00:00 1.2501477
## 2006-05-30 08:00:00 1.2293139
## 2006-05-31 08:00:00 1.2347758
## 2006-06-01 08:00:00 1.2469507
## 2006-06-02 08:00:00 1.2558628
## 2006-06-05 08:00:00 1.2350381
## 2006-06-06 08:00:00 1.2282688
## 2006-06-07 08:00:00 1.2191137
## 2006-06-08 08:00:00 1.2091852
## 2006-06-09 08:00:00 1.2054791
## 2006-06-12 08:00:00 1.1873837
## 2006-06-13 08:00:00 1.1622999
## 2006-06-14 08:00:00 1.1703441
## 2006-06-15 08:00:00 1.2020146
## 2006-06-16 08:00:00 1.1966827
## 2006-06-19 08:00:00 1.1800728
## 2006-06-20 08:00:00 1.1845371
## 2006-06-21 08:00:00 1.2017805
## 2006-06-22 08:00:00 1.1916850
## 2006-06-23 08:00:00 1.1915233
## 2006-06-26 08:00:00 1.1975435
## 2006-06-27 08:00:00 1.1841400
## 2006-06-28 08:00:00 1.1925182
## 2006-06-29 08:00:00 1.2288937
## 2006-06-30 08:00:00 1.2378888
## 2006-07-03 08:00:00 1.2506620
## 2006-07-05 08:00:00 1.2356709
## 2006-07-06 08:00:00 1.2433895
## 2006-07-07 08:00:00 1.2340989
## 2006-07-10 08:00:00 1.2358317
## 2006-07-11 08:00:00 1.2450510
## 2006-07-12 08:00:00 1.2343183
## 2006-07-13 08:00:00 1.2168167
## 2006-07-14 08:00:00 1.2117606
## 2006-07-17 08:00:00 1.2029629
## 2006-07-18 08:00:00 1.2051969
## 2006-07-19 08:00:00 1.2335515
## 2006-07-20 08:00:00 1.2158806
## 2006-07-21 08:00:00 1.2029131
## 2006-07-24 08:00:00 1.2240817
## 2006-07-25 08:00:00 1.2278745
## 2006-07-26 08:00:00 1.2303168
## 2006-07-27 08:00:00 1.2315984
## 2006-07-28 08:00:00 1.2497503
## 2006-07-31 08:00:00 1.2471397
## 2006-08-01 08:00:00 1.2398545
## 2006-08-02 08:00:00 1.2500336
## 2006-08-03 08:00:00 1.2530204
## 2006-08-04 08:00:00 1.2545467
## 2006-08-07 08:00:00 1.2495216
## 2006-08-08 08:00:00 1.2410626
## 2006-08-09 08:00:00 1.2402293
## 2006-08-10 08:00:00 1.2418289
## 2006-08-11 08:00:00 1.2322057
## 2006-08-14 08:00:00 1.2354100
## 2006-08-15 08:00:00 1.2540682
## 2006-08-16 08:00:00 1.2670343
## 2006-08-17 08:00:00 1.2644429
## 2006-08-18 08:00:00 1.2660919
## 2006-08-21 08:00:00 1.2660109
## 2006-08-22 08:00:00 1.2665357
## 2006-08-23 08:00:00 1.2574074
## 2006-08-24 08:00:00 1.2574250
## 2006-08-25 08:00:00 1.2586075
## 2006-08-28 08:00:00 1.2647908
## 2006-08-29 08:00:00 1.2693977
## 2006-08-30 08:00:00 1.2749615
## 2006-08-31 08:00:00 1.2768403
## 2006-09-01 08:00:00 1.2805944
## 2006-09-05 08:00:00 1.2891196
## 2006-09-06 08:00:00 1.2713814
## 2006-09-07 08:00:00 1.2599476
## 2006-09-08 08:00:00 1.2634393
## 2006-09-11 08:00:00 1.2545319
## 2006-09-12 08:00:00 1.2695649
## 2006-09-13 08:00:00 1.2770202
## 2006-09-14 08:00:00 1.2714262
## 2006-09-15 08:00:00 1.2742060
## 2006-09-18 08:00:00 1.2780124
## 2006-09-19 08:00:00 1.2710439
## 2006-09-20 08:00:00 1.2817988
## 2006-09-21 08:00:00 1.2764960
## 2006-09-22 08:00:00 1.2730251
## 2006-09-25 08:00:00 1.2824613
## 2006-09-26 08:00:00 1.2873799
## 2006-09-27 08:00:00 1.2930466
## 2006-09-28 08:00:00 1.2936608
## 2006-09-29 08:00:00 1.2884640
## 2006-10-02 08:00:00 1.2840376
## 2006-10-03 08:00:00 1.2786115
## 2006-10-04 08:00:00 1.2950614
## 2006-10-05 08:00:00 1.3019536
## 2006-10-06 08:00:00 1.2959729
## 2006-10-09 08:00:00 1.2994926
## 2006-10-10 08:00:00 1.2999272
## 2006-10-11 08:00:00 1.2965455
## 2006-10-12 08:00:00 1.3128692
## 2006-10-13 08:00:00 1.3206280
## 2006-10-16 08:00:00 1.3262181
## 2006-10-17 08:00:00 1.3176913
## 2006-10-18 08:00:00 1.3203392
## 2006-10-19 08:00:00 1.3253690
## 2006-10-20 08:00:00 1.3217606
## 2006-10-23 08:00:00 1.3217873
## 2006-10-24 08:00:00 1.3231156
## 2006-10-25 08:00:00 1.3328085
## 2006-10-26 08:00:00 1.3421284
## 2006-10-27 08:00:00 1.3327410
## 2006-10-30 08:00:00 1.3369470
## 2006-10-31 08:00:00 1.3421145
## 2006-11-01 08:00:00 1.3357504
## 2006-11-02 08:00:00 1.3343726
## 2006-11-03 08:00:00 1.3317963
## 2006-11-06 08:00:00 1.3452755
## 2006-11-07 08:00:00 1.3472427
## 2006-11-08 08:00:00 1.3482487
## 2006-11-09 08:00:00 1.3499775
## 2006-11-10 08:00:00 1.3533723
## 2006-11-13 08:00:00 1.3547143
## 2006-11-14 08:00:00 1.3664736
## 2006-11-15 08:00:00 1.3695570
## 2006-11-16 08:00:00 1.3671576
## 2006-11-17 08:00:00 1.3684259
## 2006-11-20 08:00:00 1.3727935
## 2006-11-21 08:00:00 1.3818529
## 2006-11-22 08:00:00 1.3877723
## 2006-11-24 08:00:00 1.3889768
## 2006-11-27 08:00:00 1.3705213
## 2006-11-28 08:00:00 1.3753392
## 2006-11-29 08:00:00 1.3862581
## 2006-11-30 08:00:00 1.3942070
## 2006-12-01 08:00:00 1.3900726
## 2006-12-04 08:00:00 1.4045114
## 2006-12-05 08:00:00 1.4071873
## 2006-12-06 08:00:00 1.4006156
## 2006-12-07 08:00:00 1.3949143
## 2006-12-08 08:00:00 1.3918122
## 2006-12-11 08:00:00 1.3973322
## 2006-12-12 08:00:00 1.3932616
## 2006-12-13 08:00:00 1.3929498
## 2006-12-14 08:00:00 1.3994845
## 2006-12-15 08:00:00 1.3957978
## 2006-12-18 08:00:00 1.3895867
## 2006-12-19 08:00:00 1.3895431
## 2006-12-20 08:00:00 1.3923131
## 2006-12-21 08:00:00 1.3877734
## 2006-12-22 08:00:00 1.3821129
## 2006-12-26 08:00:00 1.3910334
## 2006-12-27 08:00:00 1.4006966
## 2006-12-28 08:00:00 1.4005027
## 2006-12-29 08:00:00 1.3980541
## 2007-01-03 08:00:00 1.4003018
## 2007-01-04 08:00:00 1.4008111
## 2007-01-05 08:00:00 1.3795981
## 2007-01-08 08:00:00 1.3824856
## 2007-01-09 08:00:00 1.3841961
## 2007-01-10 08:00:00 1.3877215
## 2007-01-11 08:00:00 1.3957479
## 2007-01-12 08:00:00 1.4093583
## 2007-01-16 08:00:00 1.4099669
## 2007-01-17 08:00:00 1.4090904
## 2007-01-18 08:00:00 1.4002127
## 2007-01-19 08:00:00 1.4100462
## 2007-01-22 08:00:00 1.4043028
## 2007-01-23 08:00:00 1.4151618
## 2007-01-24 08:00:00 1.4267619
## 2007-01-25 08:00:00 1.4107236
## 2007-01-26 08:00:00 1.4127058
## 2007-01-29 08:00:00 1.4111839
## 2007-01-30 08:00:00 1.4191103
## 2007-01-31 08:00:00 1.4297049
## 2007-02-01 08:00:00 1.4368490
## 2007-02-02 08:00:00 1.4358681
## 2007-02-05 08:00:00 1.4355409
## 2007-02-06 08:00:00 1.4437475
## 2007-02-07 08:00:00 1.4499905
## 2007-02-08 08:00:00 1.4489625
## 2007-02-09 08:00:00 1.4387877
## 2007-02-12 08:00:00 1.4304110
## 2007-02-13 08:00:00 1.4422054
## 2007-02-14 08:00:00 1.4550961
## 2007-02-15 08:00:00 1.4589807
## 2007-02-16 08:00:00 1.4592039
## 2007-02-20 08:00:00 1.4625377
## 2007-02-21 08:00:00 1.4673126
## 2007-02-22 08:00:00 1.4666482
## 2007-02-23 08:00:00 1.4638316
## 2007-02-26 08:00:00 1.4637171
## 2007-02-27 08:00:00 1.4074437
## 2007-02-28 08:00:00 1.4204120
## 2007-03-01 08:00:00 1.4108622
## 2007-03-02 08:00:00 1.3900869
## 2007-03-05 08:00:00 1.3672088
## 2007-03-06 08:00:00 1.3989454
## 2007-03-07 08:00:00 1.3950912
## 2007-03-08 08:00:00 1.4087402
## 2007-03-09 08:00:00 1.4103306
## 2007-03-12 08:00:00 1.4161593
## 2007-03-13 08:00:00 1.3899655
## 2007-03-14 08:00:00 1.3977213
## 2007-03-15 08:00:00 1.4024910
## 2007-03-16 08:00:00 1.4001341
## 2007-03-19 08:00:00 1.4144718
## 2007-03-20 08:00:00 1.4229010
## 2007-03-21 08:00:00 1.4457637
## 2007-03-22 08:00:00 1.4417959
## 2007-03-23 08:00:00 1.4408707
## 2007-03-26 08:00:00 1.4402855
## 2007-03-27 08:00:00 1.4340007
## 2007-03-28 08:00:00 1.4233139
## 2007-03-29 08:00:00 1.4285636
## 2007-03-30 08:00:00 1.4306768
## 2007-04-02 08:00:00 1.4359868
## 2007-04-03 08:00:00 1.4479116
## 2007-04-04 08:00:00 1.4523844
## 2007-04-05 08:00:00 1.4541039
## 2007-04-09 08:00:00 1.4528356
## 2007-04-10 08:00:00 1.4594851
## 2007-04-11 08:00:00 1.4503318
## 2007-04-12 08:00:00 1.4568953
## 2007-04-13 08:00:00 1.4644914
## 2007-04-16 08:00:00 1.4770151
## 2007-04-17 08:00:00 1.4789477
## 2007-04-18 08:00:00 1.4773284
## 2007-04-19 08:00:00 1.4705953
## 2007-04-20 08:00:00 1.4844626
## 2007-04-23 08:00:00 1.4823634
## 2007-04-24 08:00:00 1.4811269
## 2007-04-25 08:00:00 1.4898764
## 2007-04-26 08:00:00 1.4869054
## 2007-04-27 08:00:00 1.4859239
## 2007-04-30 08:00:00 1.4707733
## 2007-05-01 08:00:00 1.4704423
## 2007-05-02 08:00:00 1.4822867
## 2007-05-03 08:00:00 1.4887152
## 2007-05-04 08:00:00 1.4942188
## 2007-05-07 08:00:00 1.4960506
## 2007-05-08 08:00:00 1.4889217
## 2007-05-09 08:00:00 1.4948325
## 2007-05-10 08:00:00 1.4743097
## 2007-05-11 08:00:00 1.4903329
## 2007-05-14 08:00:00 1.4815697
## 2007-05-15 08:00:00 1.4774437
## 2007-05-16 08:00:00 1.4800123
## 2007-05-17 08:00:00 1.4701932
## 2007-05-18 08:00:00 1.4763954
## 2007-05-21 08:00:00 1.4815416
## 2007-05-22 08:00:00 1.4825484
## 2007-05-23 08:00:00 1.4808072
## 2007-05-24 08:00:00 1.4629281
## 2007-05-25 08:00:00 1.4712379
## 2007-05-29 08:00:00 1.4805864
## 2007-05-30 08:00:00 1.4917315
## 2007-05-31 08:00:00 1.4963387
## 2007-06-01 08:00:00 1.5056809
## 2007-06-04 08:00:00 1.5084578
## 2007-06-05 08:00:00 1.5003914
## 2007-06-06 08:00:00 1.4857230
## 2007-06-07 08:00:00 1.4573284
## 2007-06-08 08:00:00 1.4693362
## 2007-06-11 08:00:00 1.4696814
## 2007-06-12 08:00:00 1.4488680
## 2007-06-13 08:00:00 1.4691887
## 2007-06-14 08:00:00 1.4753953
## 2007-06-15 08:00:00 1.4908240
## 2007-06-18 08:00:00 1.4886336
## 2007-06-19 08:00:00 1.4933806
## 2007-06-20 08:00:00 1.4750012
## 2007-06-21 08:00:00 1.4810810
## 2007-06-22 08:00:00 1.4722183
## 2007-06-25 08:00:00 1.4639955
## 2007-06-26 08:00:00 1.4546779
## 2007-06-27 08:00:00 1.4719596
## 2007-06-28 08:00:00 1.4729285
## 2007-06-29 08:00:00 1.4758507
## 2007-07-02 08:00:00 1.4957497
## 2007-07-03 08:00:00 1.4979737
## 2007-07-05 08:00:00 1.4993922
## 2007-07-06 08:00:00 1.5068124
## 2007-07-09 08:00:00 1.5117798
## 2007-07-10 08:00:00 1.4964866
## 2007-07-11 08:00:00 1.5010050
## 2007-07-12 08:00:00 1.5191335
## 2007-07-13 08:00:00 1.5257463
## 2007-07-16 08:00:00 1.5224571
## 2007-07-17 08:00:00 1.5213295
## 2007-07-18 08:00:00 1.5193845
## 2007-07-19 08:00:00 1.5258686
## 2007-07-20 08:00:00 1.5171874
## 2007-07-23 08:00:00 1.5198456
## 2007-07-24 08:00:00 1.4956895
## 2007-07-25 08:00:00 1.4952529
## 2007-07-26 08:00:00 1.4623186
## 2007-07-27 08:00:00 1.4407535
## 2007-07-30 08:00:00 1.4608002
## 2007-07-31 08:00:00 1.4477771
## 2007-08-01 08:00:00 1.4534290
## 2007-08-02 08:00:00 1.4635606
## 2007-08-03 08:00:00 1.4341995
## 2007-08-06 08:00:00 1.4489652
## 2007-08-07 08:00:00 1.4574560
## 2007-08-08 08:00:00 1.4819838
## 2007-08-09 08:00:00 1.4510807
## 2007-08-10 08:00:00 1.4394840
## 2007-08-13 08:00:00 1.4414448
## 2007-08-14 08:00:00 1.4199153
## 2007-08-15 08:00:00 1.3974305
## 2007-08-16 08:00:00 1.3995816
## 2007-08-17 08:00:00 1.4212955
## 2007-08-20 08:00:00 1.4264944
## 2007-08-21 08:00:00 1.4318986
## 2007-08-22 08:00:00 1.4525382
## 2007-08-23 08:00:00 1.4503805
## 2007-08-24 08:00:00 1.4670113
## 2007-08-27 08:00:00 1.4585630
## 2007-08-28 08:00:00 1.4280411
## 2007-08-29 08:00:00 1.4577606
## 2007-08-30 08:00:00 1.4561589
## 2007-08-31 08:00:00 1.4752578
## 2007-09-04 08:00:00 1.4924724
## 2007-09-05 08:00:00 1.4790328
## 2007-09-06 08:00:00 1.4857258
## 2007-09-07 08:00:00 1.4709006
## 2007-09-10 08:00:00 1.4658114
## 2007-09-11 08:00:00 1.4862750
## 2007-09-12 08:00:00 1.4859696
## 2007-09-13 08:00:00 1.4922373
## 2007-09-14 08:00:00 1.4935208
## 2007-09-17 08:00:00 1.4882534
## 2007-09-18 08:00:00 1.5275495
## 2007-09-19 08:00:00 1.5358168
## 2007-09-20 08:00:00 1.5287745
## 2007-09-21 08:00:00 1.5350409
## 2007-09-24 08:00:00 1.5389386
## 2007-09-25 08:00:00 1.5353786
## 2007-09-26 08:00:00 1.5429182
## 2007-09-27 08:00:00 1.5566665
## 2007-09-28 08:00:00 1.5541016
## 2007-10-01 08:00:00 1.5792510
## 2007-10-02 08:00:00 1.5795271
## 2007-10-03 08:00:00 1.5683991
## 2007-10-04 08:00:00 1.5754927
## 2007-10-05 08:00:00 1.5977118
## 2007-10-08 08:00:00 1.5876768
## 2007-10-09 08:00:00 1.5997263
## 2007-10-10 08:00:00 1.6001818
## 2007-10-11 08:00:00 1.5928674
## 2007-10-12 08:00:00 1.6027835
## 2007-10-15 08:00:00 1.5905584
## 2007-10-16 08:00:00 1.5757906
## 2007-10-17 08:00:00 1.5862606
## 2007-10-18 08:00:00 1.5930578
## 2007-10-19 08:00:00 1.5589894
## 2007-10-22 08:00:00 1.5673440
## 2007-10-23 08:00:00 1.5858579
## 2007-10-24 08:00:00 1.5823401
## 2007-10-25 08:00:00 1.5832057
## 2007-10-26 08:00:00 1.6081771
## 2007-10-29 08:00:00 1.6159687
## 2007-10-30 08:00:00 1.6066888
## 2007-10-31 08:00:00 1.6265467
## 2007-11-01 08:00:00 1.5910966
## 2007-11-02 08:00:00 1.5977449
## 2007-11-05 08:00:00 1.5790398
## 2007-11-06 08:00:00 1.6032419
## 2007-11-07 08:00:00 1.5724586
## 2007-11-08 08:00:00 1.5682746
## 2007-11-09 08:00:00 1.5496065
## 2007-11-12 08:00:00 1.5185869
## 2007-11-13 08:00:00 1.5644447
## 2007-11-14 08:00:00 1.5601237
## 2007-11-15 08:00:00 1.5409293
## 2007-11-16 08:00:00 1.5404501
## 2007-11-19 08:00:00 1.5137159
## 2007-11-20 08:00:00 1.5268790
## 2007-11-21 08:00:00 1.5023883
## 2007-11-23 08:00:00 1.5303579
## 2007-11-26 08:00:00 1.5039534
## 2007-11-27 08:00:00 1.5182847
## 2007-11-28 08:00:00 1.5596203
## 2007-11-29 08:00:00 1.5549461
## 2007-11-30 08:00:00 1.5578899
## 2007-12-03 08:00:00 1.5528149
## 2007-12-04 08:00:00 1.5442699
## 2007-12-05 08:00:00 1.5665868
## 2007-12-06 08:00:00 1.5889214
## 2007-12-07 08:00:00 1.5812666
## 2007-12-10 08:00:00 1.5945426
## 2007-12-11 08:00:00 1.5532888
## 2007-12-12 08:00:00 1.5706204
## 2007-12-13 08:00:00 1.5482302
## 2007-12-14 08:00:00 1.5236733
## 2007-12-17 08:00:00 1.4985425
## 2007-12-18 08:00:00 1.5172509
## 2007-12-19 08:00:00 1.5223507
## 2007-12-20 08:00:00 1.5315261
## 2007-12-21 08:00:00 1.5547802
## 2007-12-24 08:00:00 1.5676576
## 2007-12-26 08:00:00 1.5698692
## 2007-12-27 08:00:00 1.5529612
## 2007-12-28 08:00:00 1.5563017
## 2007-12-31 08:00:00 1.5478922
## 2008-01-02 08:00:00 1.5442301
## 2008-01-03 08:00:00 1.5399618
## 2008-01-04 08:00:00 1.5042054
## 2008-01-07 08:00:00 1.5069220
## 2008-01-08 08:00:00 1.4880114
## 2008-01-09 08:00:00 1.5066569
## 2008-01-10 08:00:00 1.5164400
## 2008-01-11 08:00:00 1.5000073
## 2008-01-14 08:00:00 1.5142953
## 2008-01-15 08:00:00 1.4805713
## 2008-01-16 08:00:00 1.4641513
## 2008-01-17 08:00:00 1.4443403
## 2008-01-18 08:00:00 1.4444876
## 2008-01-22 08:00:00 1.4367038
## 2008-01-23 08:00:00 1.4608041
## 2008-01-24 08:00:00 1.4722846
## 2008-01-25 08:00:00 1.4599541
## 2008-01-28 08:00:00 1.4838263
## 2008-01-29 08:00:00 1.4821573
## 2008-01-30 08:00:00 1.4712284
## 2008-01-31 08:00:00 1.4922993
## 2008-02-01 08:00:00 1.5128144
## 2008-02-04 08:00:00 1.4988852
## 2008-02-05 08:00:00 1.4575148
## 2008-02-06 08:00:00 1.4456216
## 2008-02-07 08:00:00 1.4551061
## 2008-02-08 08:00:00 1.4515842
## 2008-02-11 08:00:00 1.4555291
## 2008-02-12 08:00:00 1.4650411
## 2008-02-13 08:00:00 1.4796911
## 2008-02-14 08:00:00 1.4635870
## 2008-02-15 08:00:00 1.4636438
## 2008-02-19 08:00:00 1.4702022
## 2008-02-20 08:00:00 1.4811295
## 2008-02-21 08:00:00 1.4691400
## 2008-02-22 08:00:00 1.4791944
## 2008-02-25 08:00:00 1.4949792
## 2008-02-26 08:00:00 1.5059994
## 2008-02-27 08:00:00 1.5098111
## 2008-02-28 08:00:00 1.5021972
## 2008-02-29 08:00:00 1.4768791
## 2008-03-03 08:00:00 1.4775658
## 2008-03-04 08:00:00 1.4624630
## 2008-03-05 08:00:00 1.4747837
## 2008-03-06 08:00:00 1.4419735
## 2008-03-07 08:00:00 1.4357126
## 2008-03-10 08:00:00 1.4211968
## 2008-03-11 08:00:00 1.4705877
## 2008-03-12 08:00:00 1.4640757
## 2008-03-13 08:00:00 1.4714877
## 2008-03-14 08:00:00 1.4495944
## 2008-03-17 08:00:00 1.4352912
## 2008-03-18 08:00:00 1.4771024
## 2008-03-19 08:00:00 1.4399986
## 2008-03-20 08:00:00 1.4583126
## 2008-03-24 08:00:00 1.4856379
## 2008-03-25 08:00:00 1.5006506
## 2008-03-26 08:00:00 1.4911768
## 2008-03-27 08:00:00 1.4808803
## 2008-03-28 08:00:00 1.4712441
## 2008-03-31 08:00:00 1.4738196
## 2008-04-01 08:00:00 1.5068795
## 2008-04-02 08:00:00 1.5136245
## 2008-04-03 08:00:00 1.5227085
## 2008-04-04 08:00:00 1.5235254
## 2008-04-07 08:00:00 1.5270858
## 2008-04-08 08:00:00 1.5174147
## 2008-04-09 08:00:00 1.5085093
## 2008-04-10 08:00:00 1.5134072
## 2008-04-11 08:00:00 1.4936370
## 2008-04-14 08:00:00 1.4890638
## 2008-04-15 08:00:00 1.4942234
## 2008-04-16 08:00:00 1.5315820
## 2008-04-17 08:00:00 1.5264798
## 2008-04-18 08:00:00 1.5369350
## 2008-04-21 08:00:00 1.5389662
## 2008-04-22 08:00:00 1.5277426
## 2008-04-23 08:00:00 1.5330837
## 2008-04-24 08:00:00 1.5322553
## 2008-04-25 08:00:00 1.5379763
## 2008-04-28 08:00:00 1.5423639
## 2008-04-29 08:00:00 1.5300645
## 2008-04-30 08:00:00 1.5312617
## 2008-05-01 08:00:00 1.5463202
## 2008-05-02 08:00:00 1.5484914
## 2008-05-05 08:00:00 1.5498471
## 2008-05-06 08:00:00 1.5588477
## 2008-05-07 08:00:00 1.5323907
## 2008-05-08 08:00:00 1.5422506
## 2008-05-09 08:00:00 1.5372592
## 2008-05-12 08:00:00 1.5544050
## 2008-05-13 08:00:00 1.5517735
## 2008-05-14 08:00:00 1.5529509
## 2008-05-15 08:00:00 1.5748317
## 2008-05-16 08:00:00 1.5834283
## 2008-05-19 08:00:00 1.5842358
## 2008-05-20 08:00:00 1.5754212
## 2008-05-21 08:00:00 1.5589381
## 2008-05-22 08:00:00 1.5580289
## 2008-05-23 08:00:00 1.5468767
## 2008-05-27 08:00:00 1.5514997
## 2008-05-28 08:00:00 1.5553132
## 2008-05-29 08:00:00 1.5551813
## 2008-05-30 08:00:00 1.5618507
## 2008-06-02 08:00:00 1.5504804
## 2008-06-03 08:00:00 1.5431564
## 2008-06-04 08:00:00 1.5427467
## 2008-06-05 08:00:00 1.5670387
## 2008-06-06 08:00:00 1.5367514
## 2008-06-09 08:00:00 1.5280706
## 2008-06-10 08:00:00 1.5113571
## 2008-06-11 08:00:00 1.4942969
## 2008-06-12 08:00:00 1.4921962
## 2008-06-13 08:00:00 1.5093757
## 2008-06-16 08:00:00 1.5192948
## 2008-06-17 08:00:00 1.5138568
## 2008-06-18 08:00:00 1.5070910
## 2008-06-19 08:00:00 1.5147115
## 2008-06-20 08:00:00 1.4908870
## 2008-06-23 08:00:00 1.4806513
## 2008-06-24 08:00:00 1.4767403
## 2008-06-25 08:00:00 1.4915674
## 2008-06-26 08:00:00 1.4642688
## 2008-06-27 08:00:00 1.4683356
## 2008-06-30 08:00:00 1.4670532
## 2008-07-01 08:00:00 1.4681929
## 2008-07-02 08:00:00 1.4455221
## 2008-07-03 08:00:00 1.4410180
## 2008-07-07 08:00:00 1.4312972
## 2008-07-08 08:00:00 1.4615831
## 2008-07-09 08:00:00 1.4303753
## 2008-07-10 08:00:00 1.4468862
## 2008-07-11 08:00:00 1.4395232
## 2008-07-14 08:00:00 1.4297213
## 2008-07-15 08:00:00 1.4194082
## 2008-07-16 08:00:00 1.4485228
## 2008-07-17 08:00:00 1.4570240
## 2008-07-18 08:00:00 1.4541063
## 2008-07-21 08:00:00 1.4635787
## 2008-07-22 08:00:00 1.4719037
## 2008-07-23 08:00:00 1.4763012
## 2008-07-24 08:00:00 1.4461351
## 2008-07-25 08:00:00 1.4531544
## 2008-07-28 08:00:00 1.4359371
## 2008-07-29 08:00:00 1.4653744
## 2008-07-30 08:00:00 1.4675291
## 2008-07-31 08:00:00 1.4586520
## 2008-08-01 08:00:00 1.4515018
## 2008-08-04 08:00:00 1.4331781
## 2008-08-05 08:00:00 1.4560982
## 2008-08-06 08:00:00 1.4637939
## 2008-08-07 08:00:00 1.4442011
## 2008-08-08 08:00:00 1.4607947
## 2008-08-11 08:00:00 1.4622387
## 2008-08-12 08:00:00 1.4525188
## 2008-08-13 08:00:00 1.4474770
## 2008-08-14 08:00:00 1.4537895
## 2008-08-15 08:00:00 1.4474040
## 2008-08-18 08:00:00 1.4361711
## 2008-08-19 08:00:00 1.4249758
## 2008-08-20 08:00:00 1.4319547
## 2008-08-21 08:00:00 1.4323588
## 2008-08-22 08:00:00 1.4425903
## 2008-08-25 08:00:00 1.4220960
## 2008-08-26 08:00:00 1.4260323
## 2008-08-27 08:00:00 1.4386466
## 2008-08-28 08:00:00 1.4572465
## 2008-08-29 08:00:00 1.4433378
## 2008-09-02 08:00:00 1.4300614
## 2008-09-03 08:00:00 1.4279275
## 2008-09-04 08:00:00 1.3902143
## 2008-09-05 08:00:00 1.3935616
## 2008-09-08 08:00:00 1.4129334
## 2008-09-09 08:00:00 1.3727811
## 2008-09-10 08:00:00 1.3756780
## 2008-09-11 08:00:00 1.3790051
## 2008-09-12 08:00:00 1.3939508
## 2008-09-15 08:00:00 1.3509036
## 2008-09-16 08:00:00 1.3631700
## 2008-09-17 08:00:00 1.3342762
## 2008-09-18 08:00:00 1.3788891
## 2008-09-19 08:00:00 1.4381478
## 2008-09-22 08:00:00 1.3912718
## 2008-09-23 08:00:00 1.3745538
## 2008-09-24 08:00:00 1.3726784
## 2008-09-25 08:00:00 1.3935017
## 2008-09-26 08:00:00 1.3900380
## 2008-09-29 08:00:00 1.3097526
## 2008-09-30 08:00:00 1.3445939
## 2008-10-01 08:00:00 1.3426915
## 2008-10-02 08:00:00 1.2819176
## 2008-10-03 08:00:00 1.2642137
## 2008-10-06 08:00:00 1.2252740
## 2008-10-07 08:00:00 1.1728133
## 2008-10-08 08:00:00 1.1609506
## 2008-10-09 08:00:00 1.1074851
## 2008-10-10 08:00:00 1.1026639
## 2008-10-13 08:00:00 1.2111299
## 2008-10-14 08:00:00 1.1760532
## 2008-10-15 08:00:00 1.0752567
## 2008-10-16 08:00:00 1.1120442
## 2008-10-17 08:00:00 1.0941109
## 2008-10-20 08:00:00 1.1356447
## 2008-10-21 08:00:00 1.0918032
## 2008-10-22 08:00:00 1.0345922
## 2008-10-23 08:00:00 1.0351005
## 2008-10-24 08:00:00 0.9916149
## 2008-10-27 08:00:00 0.9615115
## 2008-10-28 08:00:00 1.0598205
## 2008-10-29 08:00:00 1.0491725
## 2008-10-30 08:00:00 1.0921975
## 2008-10-31 08:00:00 1.1035381
## 2008-11-03 08:00:00 1.0980166
## 2008-11-04 08:00:00 1.1486434
## 2008-11-05 08:00:00 1.0838415
## 2008-11-06 08:00:00 1.0416285
## 2008-11-07 08:00:00 1.0754008
## 2008-11-10 08:00:00 1.0590950
## 2008-11-11 08:00:00 1.0324508
## 2008-11-12 08:00:00 0.9851156
## 2008-11-13 08:00:00 1.0500714
## 2008-11-14 08:00:00 0.9994688
## 2008-11-17 08:00:00 0.9882204
## 2008-11-18 08:00:00 0.9846178
## 2008-11-19 08:00:00 0.9299543
## 2008-11-20 08:00:00 0.8932703
## 2008-11-21 08:00:00 0.9473016
## 2008-11-24 08:00:00 1.0037223
## 2008-11-25 08:00:00 1.0131332
## 2008-11-26 08:00:00 1.0476046
## 2008-11-28 08:00:00 1.0471335
## 2008-12-01 08:00:00 0.9581250
## 2008-12-02 08:00:00 1.0038208
## 2008-12-03 08:00:00 1.0212779
## 2008-12-04 08:00:00 1.0007052
## 2008-12-05 08:00:00 1.0318669
## 2008-12-08 08:00:00 1.0763013
## 2008-12-09 08:00:00 1.0591181
## 2008-12-10 08:00:00 1.0885388
## 2008-12-11 08:00:00 1.0523223
## 2008-12-12 08:00:00 1.0757360
## 2008-12-15 08:00:00 1.0664161
## 2008-12-16 08:00:00 1.1281682
## 2008-12-17 08:00:00 1.1322923
## 2008-12-18 08:00:00 1.1075464
## 2008-12-19 08:00:00 1.1122015
## 2008-12-22 08:00:00 1.0959734
## 2008-12-23 08:00:00 1.0871180
## 2008-12-24 08:00:00 1.0936628
## 2008-12-26 08:00:00 1.1023920
## 2008-12-29 08:00:00 1.0918269
## 2008-12-30 08:00:00 1.1159721
## 2008-12-31 08:00:00 1.1307794
## 2009-01-02 08:00:00 1.1449163
## 2009-01-05 08:00:00 1.1353741
## 2009-01-06 08:00:00 1.1516074
## 2009-01-07 08:00:00 1.1195091
## 2009-01-08 08:00:00 1.1258104
## 2009-01-09 08:00:00 1.0992233
## 2009-01-12 08:00:00 1.0684672
## 2009-01-13 08:00:00 1.0726941
## 2009-01-14 08:00:00 1.0402058
## 2009-01-15 08:00:00 1.0519276
## 2009-01-16 08:00:00 1.0644012
## 2009-01-20 08:00:00 1.0106108
## 2009-01-21 08:00:00 1.0473692
## 2009-01-22 08:00:00 1.0240739
## 2009-01-23 08:00:00 1.0359076
## 2009-01-26 08:00:00 1.0416481
## 2009-01-27 08:00:00 1.0547620
## 2009-01-28 08:00:00 1.0857308
## 2009-01-29 08:00:00 1.0480976
## 2009-01-30 08:00:00 1.0362720
## 2009-02-02 08:00:00 1.0356349
## 2009-02-03 08:00:00 1.0437815
## 2009-02-04 08:00:00 1.0401584
## 2009-02-05 08:00:00 1.0507342
## 2009-02-06 08:00:00 1.0800456
## 2009-02-09 08:00:00 1.0798128
## 2009-02-10 08:00:00 1.0416362
## 2009-02-11 08:00:00 1.0555736
## 2009-02-12 08:00:00 1.0552657
## 2009-02-13 08:00:00 1.0389715
## 2009-02-17 08:00:00 1.0078459
## 2009-02-18 08:00:00 1.0063022
## 2009-02-19 08:00:00 0.9914613
## 2009-02-20 08:00:00 0.9958229
## 2009-02-23 08:00:00 0.9660108
## 2009-02-24 08:00:00 0.9961081
## 2009-02-25 08:00:00 0.9795038
## 2009-02-26 08:00:00 0.9631075
## 2009-02-27 08:00:00 0.9534566
## 2009-03-02 08:00:00 0.9148689
## 2009-03-03 08:00:00 0.9113943
## 2009-03-04 08:00:00 0.9334189
## 2009-03-05 08:00:00 0.9092872
## 2009-03-06 08:00:00 0.9088786
## 2009-03-09 08:00:00 0.8968559
## 2009-03-10 08:00:00 0.9443058
## 2009-03-11 08:00:00 0.9479964
## 2009-03-12 08:00:00 0.9843869
## 2009-03-13 08:00:00 0.9852000
## 2009-03-16 08:00:00 0.9703181
## 2009-03-17 08:00:00 0.9970344
## 2009-03-18 08:00:00 1.0271365
## 2009-03-19 08:00:00 1.0176664
## 2009-03-20 08:00:00 0.9941911
## 2009-03-23 08:00:00 1.0569916
## 2009-03-24 08:00:00 1.0277719
## 2009-03-25 08:00:00 1.0388962
## 2009-03-26 08:00:00 1.0608255
## 2009-03-27 08:00:00 1.0366712
## 2009-03-30 08:00:00 1.0060458
## 2009-03-31 08:00:00 1.0243627
## 2009-04-01 08:00:00 1.0394825
## 2009-04-02 08:00:00 1.0705606
## 2009-04-03 08:00:00 1.0868706
## 2009-04-06 08:00:00 1.0722863
## 2009-04-07 08:00:00 1.0475418
## 2009-04-08 08:00:00 1.0604082
## 2009-04-09 08:00:00 1.0997498
## 2009-04-13 08:00:00 1.1073546
## 2009-04-14 08:00:00 1.0842943
## 2009-04-15 08:00:00 1.1015977
## 2009-04-16 08:00:00 1.1149377
## 2009-04-17 08:00:00 1.1149217
## 2009-04-20 08:00:00 1.0749670
## 2009-04-21 08:00:00 1.0998047
## 2009-04-22 08:00:00 1.0925009
## 2009-04-23 08:00:00 1.1080878
## 2009-04-24 08:00:00 1.1271675
## 2009-04-27 08:00:00 1.1096304
## 2009-04-28 08:00:00 1.1037256
## 2009-04-29 08:00:00 1.1295881
## 2009-04-30 08:00:00 1.1297065
## 2009-05-01 08:00:00 1.1293202
## 2009-05-04 08:00:00 1.1731051
## 2009-05-05 08:00:00 1.1629934
## 2009-05-06 08:00:00 1.1787806
## 2009-05-07 08:00:00 1.1511707
## 2009-05-08 08:00:00 1.1819069
## 2009-05-11 08:00:00 1.1675609
## 2009-05-12 08:00:00 1.1657460
## 2009-05-13 08:00:00 1.1340048
## 2009-05-14 08:00:00 1.1468090
## 2009-05-15 08:00:00 1.1387967
## 2009-05-18 08:00:00 1.1712774
## 2009-05-19 08:00:00 1.1726339
## 2009-05-20 08:00:00 1.1729448
## 2009-05-21 08:00:00 1.1615365
## 2009-05-22 08:00:00 1.1565470
## 2009-05-26 08:00:00 1.1818524
## 2009-05-27 08:00:00 1.1626383
## 2009-05-28 08:00:00 1.1785311
## 2009-05-29 08:00:00 1.2020273
## 2009-06-01 08:00:00 1.2270027
## 2009-06-02 08:00:00 1.2278149
## 2009-06-03 08:00:00 1.2122331
## 2009-06-04 08:00:00 1.2256829
## 2009-06-05 08:00:00 1.2173496
## 2009-06-08 08:00:00 1.2105927
## 2009-06-09 08:00:00 1.2159428
## 2009-06-10 08:00:00 1.2113681
## 2009-06-11 08:00:00 1.2166284
## 2009-06-12 08:00:00 1.2164909
## 2009-06-15 08:00:00 1.1876507
## 2009-06-16 08:00:00 1.1797814
## 2009-06-17 08:00:00 1.1784094
## 2009-06-18 08:00:00 1.1763276
## 2009-06-19 08:00:00 1.1864810
## 2009-06-22 08:00:00 1.1538725
## 2009-06-23 08:00:00 1.1589171
## 2009-06-24 08:00:00 1.1690626
## 2009-06-25 08:00:00 1.1931099
## 2009-06-26 08:00:00 1.1955969
## 2009-06-29 08:00:00 1.1998914
## 2009-06-30 08:00:00 1.1939952
## 2009-07-01 08:00:00 1.2053515
## 2009-07-02 08:00:00 1.1758085
## 2009-07-06 08:00:00 1.1755721
## 2009-07-07 08:00:00 1.1542639
## 2009-07-08 08:00:00 1.1506919
## 2009-07-09 08:00:00 1.1512056
## 2009-07-10 08:00:00 1.1500143
## 2009-07-13 08:00:00 1.1691225
## 2009-07-14 08:00:00 1.1740738
## 2009-07-15 08:00:00 1.2058133
## 2009-07-16 08:00:00 1.2139920
## 2009-07-17 08:00:00 1.2109893
## 2009-07-20 08:00:00 1.2321842
## 2009-07-21 08:00:00 1.2366556
## 2009-07-22 08:00:00 1.2383942
## 2009-07-23 08:00:00 1.2594195
## 2009-07-24 08:00:00 1.2622631
## 2009-07-27 08:00:00 1.2679491
## 2009-07-28 08:00:00 1.2628577
## 2009-07-29 08:00:00 1.2549147
## 2009-07-30 08:00:00 1.2755951
## 2009-07-31 08:00:00 1.2840473
## 2009-08-03 08:00:00 1.3032741
## 2009-08-04 08:00:00 1.3114889
## 2009-08-05 08:00:00 1.3108184
## 2009-08-06 08:00:00 1.3030011
## 2009-08-07 08:00:00 1.3179749
## 2009-08-10 08:00:00 1.3112692
## 2009-08-11 08:00:00 1.2980666
## 2009-08-12 08:00:00 1.3075812
## 2009-08-13 08:00:00 1.3208948
## 2009-08-14 08:00:00 1.3078785
## 2009-08-17 08:00:00 1.2746111
## 2009-08-18 08:00:00 1.2881690
## 2009-08-19 08:00:00 1.2954827
## 2009-08-20 08:00:00 1.3119994
## 2009-08-21 08:00:00 1.3298153
## 2009-08-24 08:00:00 1.3300128
## 2009-08-25 08:00:00 1.3363568
## 2009-08-26 08:00:00 1.3368328
## 2009-08-27 08:00:00 1.3396715
## 2009-08-28 08:00:00 1.3410779
## 2009-08-31 08:00:00 1.3281321
## 2009-09-01 08:00:00 1.3024479
## 2009-09-02 08:00:00 1.3058596
## 2009-09-03 08:00:00 1.3185510
## 2009-09-04 08:00:00 1.3314752
## 2009-09-08 08:00:00 1.3470507
## 2009-09-09 08:00:00 1.3583550
## 2009-09-10 08:00:00 1.3741661
## 2009-09-11 08:00:00 1.3764393
## 2009-09-14 08:00:00 1.3812847
## 2009-09-15 08:00:00 1.3899246
## 2009-09-16 08:00:00 1.4155517
## 2009-09-17 08:00:00 1.4130103
## 2009-09-18 08:00:00 1.4123745
## 2009-09-21 08:00:00 1.4056248
## 2009-09-22 08:00:00 1.4213657
## 2009-09-23 08:00:00 1.4062085
## 2009-09-24 08:00:00 1.3856660
## 2009-09-25 08:00:00 1.3833002
## 2009-09-28 08:00:00 1.4064049
## 2009-09-29 08:00:00 1.4011814
## 2009-09-30 08:00:00 1.4007519
## 2009-10-01 08:00:00 1.3698915
## 2009-10-02 08:00:00 1.3634821
## 2009-10-05 08:00:00 1.3840006
## 2009-10-06 08:00:00 1.4011657
## 2009-10-07 08:00:00 1.4042448
## 2009-10-08 08:00:00 1.4163892
## 2009-10-09 08:00:00 1.4167071
## 2009-10-12 08:00:00 1.4215562
## 2009-10-13 08:00:00 1.4198804
## 2009-10-14 08:00:00 1.4423925
## 2009-10-15 08:00:00 1.4378766
## 2009-10-16 08:00:00 1.4253859
## 2009-10-19 08:00:00 1.4437239
## 2009-10-20 08:00:00 1.4331491
## 2009-10-21 08:00:00 1.4253352
## 2009-10-22 08:00:00 1.4369111
## 2009-10-23 08:00:00 1.4219913
## 2009-10-26 08:00:00 1.4067825
## 2009-10-27 08:00:00 1.3963795
## 2009-10-28 08:00:00 1.3629301
## 2009-10-29 08:00:00 1.3935894
## 2009-10-30 08:00:00 1.3642951
## 2009-11-02 08:00:00 1.3719873
## 2009-11-03 08:00:00 1.3801630
## 2009-11-04 08:00:00 1.3797834
## 2009-11-05 08:00:00 1.4018317
## 2009-11-06 08:00:00 1.4019573
## 2009-11-09 08:00:00 1.4341713
## 2009-11-10 08:00:00 1.4308463
## 2009-11-11 08:00:00 1.4423086
## 2009-11-12 08:00:00 1.4246955
## 2009-11-13 08:00:00 1.4401260
## 2009-11-16 08:00:00 1.4660137
## 2009-11-17 08:00:00 1.4638380
## 2009-11-18 08:00:00 1.4626973
## 2009-11-19 08:00:00 1.4428423
## 2009-11-20 08:00:00 1.4389880
## 2009-11-23 08:00:00 1.4582521
## 2009-11-24 08:00:00 1.4544778
## 2009-11-25 08:00:00 1.4649888
## 2009-11-27 08:00:00 1.4344667
## 2009-11-30 08:00:00 1.4472520
## 2009-12-01 08:00:00 1.4673632
## 2009-12-02 08:00:00 1.4764997
## 2009-12-03 08:00:00 1.4656727
## 2009-12-04 08:00:00 1.4687651
## 2009-12-07 08:00:00 1.4613106
## 2009-12-08 08:00:00 1.4458691
## 2009-12-09 08:00:00 1.4474052
## 2009-12-10 08:00:00 1.4475585
## 2009-12-11 08:00:00 1.4500686
## 2009-12-14 08:00:00 1.4640266
## 2009-12-15 08:00:00 1.4551733
## 2009-12-16 08:00:00 1.4632117
## 2009-12-17 08:00:00 1.4419814
## 2009-12-18 08:00:00 1.4518233
## 2009-12-21 08:00:00 1.4540457
## 2009-12-22 08:00:00 1.4601619
## 2009-12-23 08:00:00 1.4705132
## 2009-12-24 08:00:00 1.4799577
## 2009-12-28 08:00:00 1.4829280
## 2009-12-29 08:00:00 1.4781589
## 2009-12-30 08:00:00 1.4791947
## 2009-12-31 08:00:00 1.4690660
## 2010-01-04 08:00:00 1.4932273
## 2010-01-05 08:00:00 1.4960659
## 2010-01-06 08:00:00 1.4966384
## 2010-01-07 08:00:00 1.4978603
## 2010-01-08 08:00:00 1.5036602
## 2010-01-11 08:00:00 1.5059149
## 2010-01-12 08:00:00 1.4905731
## 2010-01-13 08:00:00 1.5020149
## 2010-01-14 08:00:00 1.5071546
## 2010-01-15 08:00:00 1.4924882
## 2010-01-19 08:00:00 1.5111616
## 2010-01-20 08:00:00 1.4899567
## 2010-01-21 08:00:00 1.4648795
## 2010-01-22 08:00:00 1.4396999
## 2010-01-25 08:00:00 1.4459740
## 2010-01-26 08:00:00 1.4374259
## 2010-01-27 08:00:00 1.4407654
## 2010-01-28 08:00:00 1.4247382
## 2010-01-29 08:00:00 1.4127628
## 2010-02-01 08:00:00 1.4331092
## 2010-02-02 08:00:00 1.4480962
## 2010-02-03 08:00:00 1.4391326
## 2010-02-04 08:00:00 1.3955212
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## 2010-04-19 08:00:00 1.5620804
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## 2010-05-17 08:00:00 1.5318911
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## 2010-05-20 08:00:00 1.4563255
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## 2010-05-24 08:00:00 1.4651150
## 2010-05-25 08:00:00 1.4664041
## 2010-05-26 08:00:00 1.4614710
## 2010-05-27 08:00:00 1.5093464
## 2010-05-28 08:00:00 1.4949072
## 2010-06-01 08:00:00 1.4783873
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## 2010-06-08 08:00:00 1.4628784
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## 2010-06-17 08:00:00 1.5405536
## 2010-06-18 08:00:00 1.5421569
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## 2010-06-25 08:00:00 1.5146847
## 2010-06-28 08:00:00 1.5066794
## 2010-06-29 08:00:00 1.4687447
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## 2010-07-06 08:00:00 1.4495231
## 2010-07-07 08:00:00 1.4853225
## 2010-07-08 08:00:00 1.4936783
## 2010-07-09 08:00:00 1.5054856
## 2010-07-12 08:00:00 1.5008113
## 2010-07-13 08:00:00 1.5217641
## 2010-07-14 08:00:00 1.5229888
## 2010-07-15 08:00:00 1.5228316
## 2010-07-16 08:00:00 1.4861449
## 2010-07-19 08:00:00 1.4927666
## 2010-07-20 08:00:00 1.5108875
## 2010-07-21 08:00:00 1.4952256
## 2010-07-22 08:00:00 1.5289160
## 2010-07-23 08:00:00 1.5392126
## 2010-07-26 08:00:00 1.5535357
## 2010-07-27 08:00:00 1.5477360
## 2010-07-28 08:00:00 1.5404461
## 2010-07-29 08:00:00 1.5378458
## 2010-07-30 08:00:00 1.5443269
## 2010-08-02 08:00:00 1.5704034
## 2010-08-03 08:00:00 1.5666160
## 2010-08-04 08:00:00 1.5728147
## 2010-08-05 08:00:00 1.5676451
## 2010-08-06 08:00:00 1.5685858
## 2010-08-09 08:00:00 1.5748788
## 2010-08-10 08:00:00 1.5635146
## 2010-08-11 08:00:00 1.5273593
## 2010-08-12 08:00:00 1.5235319
## 2010-08-13 08:00:00 1.5218991
## 2010-08-16 08:00:00 1.5335287
## 2010-08-17 08:00:00 1.5488065
## 2010-08-18 08:00:00 1.5516115
## 2010-08-19 08:00:00 1.5342437
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## 2010-08-23 08:00:00 1.5215758
## 2010-08-24 08:00:00 1.5111621
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## 2010-08-26 08:00:00 1.5128582
## 2010-08-27 08:00:00 1.5282548
## 2010-08-30 08:00:00 1.5151289
## 2010-08-31 08:00:00 1.5215725
## 2010-09-01 08:00:00 1.5547889
## 2010-09-02 08:00:00 1.5637100
## 2010-09-03 08:00:00 1.5767078
## 2010-09-07 08:00:00 1.5664717
## 2010-09-08 08:00:00 1.5734693
## 2010-09-09 08:00:00 1.5709747
## 2010-09-10 08:00:00 1.5747629
## 2010-09-13 08:00:00 1.5966337
## 2010-09-14 08:00:00 1.6029304
## 2010-09-15 08:00:00 1.6049206
## 2010-09-16 08:00:00 1.6004752
## 2010-09-17 08:00:00 1.6020117
## 2010-09-20 08:00:00 1.6269547
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## 2010-09-22 08:00:00 1.6220032
## 2010-09-23 08:00:00 1.6106061
## 2010-09-24 08:00:00 1.6378493
## 2010-09-27 08:00:00 1.6354119
## 2010-09-28 08:00:00 1.6445134
## 2010-09-29 08:00:00 1.6425708
## 2010-09-30 08:00:00 1.6404845
## 2010-10-01 08:00:00 1.6488908
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## 2010-10-07 08:00:00 1.6662845
## 2010-10-08 08:00:00 1.6768236
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## 2010-10-14 08:00:00 1.6931110
## 2010-10-15 08:00:00 1.6920392
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## 2010-10-22 08:00:00 1.6898030
## 2010-10-25 08:00:00 1.6986598
## 2010-10-26 08:00:00 1.6931042
## 2010-10-27 08:00:00 1.6807994
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## 2010-10-29 08:00:00 1.6902167
## 2010-11-01 08:00:00 1.6900784
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## 2010-11-03 08:00:00 1.7088209
## 2010-11-04 08:00:00 1.7451167
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## 2010-11-08 08:00:00 1.7445639
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## 2010-11-10 08:00:00 1.7298272
## 2010-11-11 08:00:00 1.7216712
## 2010-11-12 08:00:00 1.6955521
## 2010-11-15 08:00:00 1.6854841
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## 2010-11-18 08:00:00 1.6890494
## 2010-11-19 08:00:00 1.6930795
## 2010-11-22 08:00:00 1.6961731
## 2010-11-23 08:00:00 1.6757618
## 2010-11-24 08:00:00 1.6956408
## 2010-11-26 08:00:00 1.6822159
## 2010-11-29 08:00:00 1.6851054
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## 2010-12-13 08:00:00 1.7304983
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## 2010-12-15 08:00:00 1.7099691
## 2010-12-16 08:00:00 1.7172444
## 2010-12-17 08:00:00 1.7236061
## 2010-12-20 08:00:00 1.7283454
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## 2010-12-22 08:00:00 1.7438714
## 2010-12-23 08:00:00 1.7406335
## 2010-12-27 08:00:00 1.7446142
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## 2011-01-03 08:00:00 1.7730447
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## 2011-01-10 08:00:00 1.7508187
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## 2011-01-13 08:00:00 1.7696824
## 2011-01-14 08:00:00 1.7744852
## 2011-01-18 08:00:00 1.7790646
## 2011-01-19 08:00:00 1.7648182
## 2011-01-20 08:00:00 1.7486506
## 2011-01-21 08:00:00 1.7472889
## 2011-01-24 08:00:00 1.7572426
## 2011-01-25 08:00:00 1.7602251
## 2011-01-26 08:00:00 1.7681351
## 2011-01-27 08:00:00 1.7691626
## 2011-01-28 08:00:00 1.7437640
## 2011-01-31 08:00:00 1.7524149
## 2011-02-01 08:00:00 1.7771711
## 2011-02-02 08:00:00 1.7731801
## 2011-02-03 08:00:00 1.7763171
## 2011-02-04 08:00:00 1.7733862
## 2011-02-07 08:00:00 1.7826588
## 2011-02-08 08:00:00 1.7892631
## 2011-02-09 08:00:00 1.7839541
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## 2011-02-11 08:00:00 1.7913789
## 2011-02-14 08:00:00 1.7940914
## 2011-02-15 08:00:00 1.7935479
## 2011-02-16 08:00:00 1.8029052
## 2011-02-17 08:00:00 1.8088851
## 2011-02-18 08:00:00 1.8120436
## 2011-02-22 08:00:00 1.7842245
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## 2011-02-28 08:00:00 1.8139642
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## 2011-03-07 08:00:00 1.7950427
## 2011-03-08 08:00:00 1.8060814
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## 2011-03-11 08:00:00 1.7857593
## 2011-03-14 08:00:00 1.7791669
## 2011-03-15 08:00:00 1.7605411
## 2011-03-16 08:00:00 1.7374511
## 2011-03-17 08:00:00 1.7535793
## 2011-03-18 08:00:00 1.7649434
## 2011-03-21 08:00:00 1.7897676
## 2011-03-22 08:00:00 1.7860094
## 2011-03-23 08:00:00 1.7919485
## 2011-03-24 08:00:00 1.8028830
## 2011-03-25 08:00:00 1.8039984
## 2011-03-28 08:00:00 1.7996202
## 2011-03-29 08:00:00 1.8079140
## 2011-03-30 08:00:00 1.8242583
## 2011-03-31 08:00:00 1.8291333
## 2011-04-01 08:00:00 1.8376802
## 2011-04-04 08:00:00 1.8409931
## 2011-04-05 08:00:00 1.8436871
## 2011-04-06 08:00:00 1.8454327
## 2011-04-07 08:00:00 1.8393061
## 2011-04-08 08:00:00 1.8361450
## 2011-04-11 08:00:00 1.8278221
## 2011-04-12 08:00:00 1.8155207
## 2011-04-13 08:00:00 1.8218916
## 2011-04-14 08:00:00 1.8303738
## 2011-04-15 08:00:00 1.8408431
## 2011-04-18 08:00:00 1.8219978
## 2011-04-19 08:00:00 1.8324423
## 2011-04-20 08:00:00 1.8586292
## 2011-04-21 08:00:00 1.8688031
## 2011-04-25 08:00:00 1.8691920
## 2011-04-26 08:00:00 1.8823398
## 2011-04-27 08:00:00 1.8925516
## 2011-04-28 08:00:00 1.8991846
## 2011-04-29 08:00:00 1.9043034
## 2011-05-02 08:00:00 1.8995780
## 2011-05-03 08:00:00 1.8862975
## 2011-05-04 08:00:00 1.8718882
## 2011-05-05 08:00:00 1.8558739
## 2011-05-06 08:00:00 1.8624713
## 2011-05-09 08:00:00 1.8730628
## 2011-05-10 08:00:00 1.8880484
## 2011-05-11 08:00:00 1.8659739
## 2011-05-12 08:00:00 1.8705507
## 2011-05-13 08:00:00 1.8523712
## 2011-05-16 08:00:00 1.8441611
## 2011-05-17 08:00:00 1.8463191
## 2011-05-18 08:00:00 1.8597746
## 2011-05-19 08:00:00 1.8617466
## 2011-05-20 08:00:00 1.8519123
## 2011-05-23 08:00:00 1.8307032
## 2011-05-24 08:00:00 1.8343339
## 2011-05-25 08:00:00 1.8406135
## 2011-05-26 08:00:00 1.8556071
## 2011-05-27 08:00:00 1.8660313
## 2011-05-31 08:00:00 1.8887194
## 2011-06-01 08:00:00 1.8576567
## 2011-06-02 08:00:00 1.8547280
## 2011-06-03 08:00:00 1.8478311
## 2011-06-06 08:00:00 1.8283428
## 2011-06-07 08:00:00 1.8358977
## 2011-06-08 08:00:00 1.8259229
## 2011-06-09 08:00:00 1.8314978
## 2011-06-10 08:00:00 1.8052808
## 2011-06-13 08:00:00 1.8018395
## 2011-06-14 08:00:00 1.8213526
## 2011-06-15 08:00:00 1.7972971
## 2011-06-16 08:00:00 1.7973603
## 2011-06-17 08:00:00 1.8021846
## 2011-06-20 08:00:00 1.8087718
## 2011-06-21 08:00:00 1.8327724
## 2011-06-22 08:00:00 1.8234131
## 2011-06-23 08:00:00 1.8170620
## 2011-06-24 08:00:00 1.8023454
## 2011-06-27 08:00:00 1.8114658
## 2011-06-28 08:00:00 1.8280699
## 2011-06-29 08:00:00 1.8407628
## 2011-06-30 08:00:00 1.8518407
## 2011-07-01 08:00:00 1.8700238
## 2011-07-05 08:00:00 1.8764106
## 2011-07-06 08:00:00 1.8801005
## 2011-07-07 08:00:00 1.8971579
## 2011-07-08 08:00:00 1.8920903
## 2011-07-11 08:00:00 1.8659358
## 2011-07-12 08:00:00 1.8614710
## 2011-07-13 08:00:00 1.8732280
## 2011-07-14 08:00:00 1.8553814
## 2011-07-15 08:00:00 1.8674388
## 2011-07-18 08:00:00 1.8520774
## 2011-07-19 08:00:00 1.8790491
## 2011-07-20 08:00:00 1.8819817
## 2011-07-21 08:00:00 1.8956664
## 2011-07-22 08:00:00 1.9035968
## 2011-07-25 08:00:00 1.8935582
## 2011-07-26 08:00:00 1.8959775
## 2011-07-27 08:00:00 1.8608906
## 2011-07-28 08:00:00 1.8606453
## 2011-07-29 08:00:00 1.8659207
## 2011-08-01 08:00:00 1.8576108
## 2011-08-02 08:00:00 1.8312430
## 2011-08-03 08:00:00 1.8356959
## 2011-08-04 08:00:00 1.7688548
## 2011-08-05 08:00:00 1.7557655
## 2011-08-08 08:00:00 1.6700281
## 2011-08-09 08:00:00 1.7496491
## 2011-08-10 08:00:00 1.7063193
## 2011-08-11 08:00:00 1.7487063
## 2011-08-12 08:00:00 1.7587480
## 2011-08-15 08:00:00 1.7910516
## 2011-08-16 08:00:00 1.7833883
## 2011-08-17 08:00:00 1.7899749
## 2011-08-18 08:00:00 1.7346218
## 2011-08-19 08:00:00 1.7177977
## 2011-08-22 08:00:00 1.7245397
## 2011-08-23 08:00:00 1.7594622
## 2011-08-24 08:00:00 1.7548746
## 2011-08-25 08:00:00 1.7308600
## 2011-08-26 08:00:00 1.7634468
## 2011-08-29 08:00:00 1.7982470
## 2011-08-30 08:00:00 1.8115359
## 2011-08-31 08:00:00 1.8185452
## 2011-09-01 08:00:00 1.8059614
## 2011-09-02 08:00:00 1.7846326
## 2011-09-06 08:00:00 1.7742066
## 2011-09-07 08:00:00 1.8035752
## 2011-09-08 08:00:00 1.7925573
## 2011-09-09 08:00:00 1.7544516
## 2011-09-12 08:00:00 1.7551990
## 2011-09-13 08:00:00 1.7657802
## 2011-09-14 08:00:00 1.7802980
## 2011-09-15 08:00:00 1.7963793
## 2011-09-16 08:00:00 1.8060807
## 2011-09-19 08:00:00 1.7833341
## 2011-09-20 08:00:00 1.7814038
## 2011-09-21 08:00:00 1.7424769
## 2011-09-22 08:00:00 1.6986480
## 2011-09-23 08:00:00 1.6969849
## 2011-09-26 08:00:00 1.7123907
## 2011-09-27 08:00:00 1.7370444
## 2011-09-28 08:00:00 1.6990831
## 2011-09-29 08:00:00 1.7156728
## 2011-09-30 08:00:00 1.6797186
## 2011-10-03 08:00:00 1.6473203
## 2011-10-04 08:00:00 1.6754095
## 2011-10-05 08:00:00 1.6948952
## 2011-10-06 08:00:00 1.7229848
## 2011-10-07 08:00:00 1.7013634
## 2011-10-10 08:00:00 1.7554991
## 2011-10-11 08:00:00 1.7520821
## 2011-10-12 08:00:00 1.7698246
## 2011-10-13 08:00:00 1.7685014
## 2011-10-14 08:00:00 1.7916491
## 2011-10-17 08:00:00 1.7620287
## 2011-10-18 08:00:00 1.7884705
## 2011-10-19 08:00:00 1.7633402
## 2011-10-20 08:00:00 1.7570727
## 2011-10-21 08:00:00 1.7868312
## 2011-10-24 08:00:00 1.8218728
## 2011-10-25 08:00:00 1.8065757
## 2011-10-26 08:00:00 1.8202800
## 2011-10-27 08:00:00 1.8779360
## 2011-10-28 08:00:00 1.8766943
## 2011-10-31 08:00:00 1.8429593
## 2011-11-01 08:00:00 1.8104533
## 2011-11-02 08:00:00 1.8337095
## 2011-11-03 08:00:00 1.8587941
## 2011-11-04 08:00:00 1.8481105
## 2011-11-07 08:00:00 1.8612879
## 2011-11-08 08:00:00 1.8737194
## 2011-11-09 08:00:00 1.8120329
## 2011-11-10 08:00:00 1.8152351
## 2011-11-11 08:00:00 1.8489345
## 2011-11-14 08:00:00 1.8327768
## 2011-11-15 08:00:00 1.8420080
## 2011-11-16 08:00:00 1.8177976
## 2011-11-17 08:00:00 1.7895216
## 2011-11-18 08:00:00 1.7913434
## 2011-11-21 08:00:00 1.7544988
## 2011-11-22 08:00:00 1.7569654
## 2011-11-23 08:00:00 1.7225306
## 2011-11-25 08:00:00 1.7114976
## 2011-11-28 08:00:00 1.7640372
## 2011-11-29 08:00:00 1.7612878
## 2011-11-30 08:00:00 1.8279876
## 2011-12-01 08:00:00 1.8210648
## 2011-12-02 08:00:00 1.8239549
## 2011-12-05 08:00:00 1.8374825
## 2011-12-06 08:00:00 1.8317143
## 2011-12-07 08:00:00 1.8392540
## 2011-12-08 08:00:00 1.7999606
## 2011-12-09 08:00:00 1.8245792
## 2011-12-12 08:00:00 1.7926054
## 2011-12-13 08:00:00 1.7736456
## 2011-12-14 08:00:00 1.7573739
## 2011-12-15 08:00:00 1.7634514
## 2011-12-16 08:00:00 1.7759718
## 2011-12-19 08:00:00 1.7599031
## 2011-12-20 08:00:00 1.8026940
## 2011-12-21 08:00:00 1.7978536
## 2011-12-22 08:00:00 1.8106551
## 2011-12-23 08:00:00 1.8170880
## 2011-12-27 08:00:00 1.8151540
## 2011-12-28 08:00:00 1.7936481
## 2011-12-29 08:00:00 1.8077534
## 2011-12-30 08:00:00 1.8080854
## 2012-01-03 08:00:00 1.8366721
## 2012-01-04 08:00:00 1.8300495
## 2012-01-05 08:00:00 1.8322470
## 2012-01-06 08:00:00 1.8263316
## 2012-01-09 08:00:00 1.8285041
## 2012-01-10 08:00:00 1.8492594
## 2012-01-11 08:00:00 1.8567157
## 2012-01-12 08:00:00 1.8599890
## 2012-01-13 08:00:00 1.8537582
## 2012-01-17 08:00:00 1.8679397
## 2012-01-18 08:00:00 1.8878931
## 2012-01-19 08:00:00 1.8949005
## 2012-01-20 08:00:00 1.8964521
## 2012-01-23 08:00:00 1.8996400
## 2012-01-24 08:00:00 1.8993865
## 2012-01-25 08:00:00 1.9204607
## 2012-01-26 08:00:00 1.9230212
## 2012-01-27 08:00:00 1.9307733
## 2012-01-30 08:00:00 1.9213398
## 2012-01-31 08:00:00 1.9304981
## 2012-02-01 08:00:00 1.9480918
## 2012-02-02 08:00:00 1.9543593
## 2012-02-03 08:00:00 1.9677771
## 2012-02-06 08:00:00 1.9639361
## 2012-02-07 08:00:00 1.9673536
## 2012-02-08 08:00:00 1.9711195
## 2012-02-09 08:00:00 1.9682005
## 2012-02-10 08:00:00 1.9509906
## 2012-02-13 08:00:00 1.9686134
## 2012-02-14 08:00:00 1.9622170
## 2012-02-15 08:00:00 1.9580743
## 2012-02-16 08:00:00 1.9746728
## 2012-02-17 08:00:00 1.9754592
## 2012-02-21 08:00:00 1.9732446
## 2012-02-22 08:00:00 1.9730304
## 2012-02-23 08:00:00 1.9839245
## 2012-02-24 08:00:00 1.9899454
## 2012-02-27 08:00:00 1.9877019
## 2012-02-28 08:00:00 1.9959042
## 2012-02-29 08:00:00 1.9715383
## 2012-03-01 08:00:00 1.9835565
## 2012-03-02 08:00:00 1.9778484
## 2012-03-05 08:00:00 1.9680064
## 2012-03-06 08:00:00 1.9363164
## 2012-03-07 08:00:00 1.9488411
## 2012-03-08 08:00:00 1.9666607
## 2012-03-09 08:00:00 1.9743446
## 2012-03-12 08:00:00 1.9703789
## 2012-03-13 08:00:00 1.9909612
## 2012-03-14 08:00:00 1.9725701
## 2012-03-15 08:00:00 1.9836028
## 2012-03-16 08:00:00 1.9873091
## 2012-03-19 08:00:00 1.9914326
## 2012-03-20 08:00:00 1.9798076
## 2012-03-21 08:00:00 1.9805684
## 2012-03-22 08:00:00 1.9673052
## 2012-03-23 08:00:00 1.9802408
## 2012-03-26 08:00:00 2.0063689
## 2012-03-27 08:00:00 2.0011560
## 2012-03-28 08:00:00 1.9879543
## 2012-03-29 08:00:00 1.9857274
## 2012-03-30 08:00:00 1.9886377
## 2012-04-02 08:00:00 2.0066374
## 2012-04-03 08:00:00 1.9878541
## 2012-04-04 08:00:00 1.9646817
## 2012-04-05 08:00:00 1.9673137
## 2012-04-09 08:00:00 1.9590064
## 2012-04-10 08:00:00 1.9361700
## 2012-04-11 08:00:00 1.9482844
## 2012-04-12 08:00:00 1.9731636
## 2012-04-13 08:00:00 1.9547888
## 2012-04-16 08:00:00 1.9547500
## 2012-04-17 08:00:00 1.9751728
## 2012-04-18 08:00:00 1.9673280
## 2012-04-19 08:00:00 1.9592566
## 2012-04-20 08:00:00 1.9672908
## 2012-04-23 08:00:00 1.9487248
## 2012-04-24 08:00:00 1.9543543
## 2012-04-25 08:00:00 1.9754140
## 2012-04-26 08:00:00 1.9887446
## 2012-04-27 08:00:00 1.9959441
## 2012-04-30 08:00:00 1.9890074
## 2012-05-01 08:00:00 1.9938934
## 2012-05-02 08:00:00 1.9923382
## 2012-05-03 08:00:00 1.9768372
## 2012-05-04 08:00:00 1.9548053
## 2012-05-07 08:00:00 1.9593472
## 2012-05-08 08:00:00 1.9459731
## 2012-05-09 08:00:00 1.9336920
## 2012-05-10 08:00:00 1.9362591
## 2012-05-11 08:00:00 1.9315132
## 2012-05-14 08:00:00 1.9101770
## 2012-05-15 08:00:00 1.8998819
## 2012-05-16 08:00:00 1.8873708
## 2012-05-17 08:00:00 1.8706612
## 2012-05-18 08:00:00 1.8601324
## 2012-05-21 08:00:00 1.8912253
## 2012-05-22 08:00:00 1.8806290
## 2012-05-23 08:00:00 1.8810943
## 2012-05-24 08:00:00 1.8773019
## 2012-05-25 08:00:00 1.8761980
## 2012-05-29 08:00:00 1.8949590
## 2012-05-30 08:00:00 1.8769390
## 2012-05-31 08:00:00 1.8808624
## 2012-06-01 08:00:00 1.8583373
## 2012-06-04 08:00:00 1.8586856
## 2012-06-05 08:00:00 1.8679308
## 2012-06-06 08:00:00 1.8983664
## 2012-06-07 08:00:00 1.8929561
## 2012-06-08 08:00:00 1.9008032
## 2012-06-11 08:00:00 1.8801724
## 2012-06-12 08:00:00 1.8991243
## 2012-06-13 08:00:00 1.8927175
## 2012-06-14 08:00:00 1.9060307
## 2012-06-15 08:00:00 1.9252657
## 2012-06-18 08:00:00 1.9313997
## 2012-06-19 08:00:00 1.9451015
## 2012-06-20 08:00:00 1.9441863
## 2012-06-21 08:00:00 1.9027434
## 2012-06-22 08:00:00 1.9105177
## 2012-06-25 08:00:00 1.8925245
## 2012-06-26 08:00:00 1.8979527
## 2012-06-27 08:00:00 1.9113109
## 2012-06-28 08:00:00 1.9067655
## 2012-06-29 08:00:00 1.9549381
## 2012-07-02 08:00:00 1.9658005
## 2012-07-03 08:00:00 1.9830300
## 2012-07-05 08:00:00 1.9723635
## 2012-07-06 08:00:00 1.9568843
## 2012-07-09 08:00:00 1.9569228
## 2012-07-10 08:00:00 1.9399250
## 2012-07-11 08:00:00 1.9418321
## 2012-07-12 08:00:00 1.9332982
## 2012-07-13 08:00:00 1.9564183
## 2012-07-16 08:00:00 1.9557295
## 2012-07-17 08:00:00 1.9624282
## 2012-07-18 08:00:00 1.9679191
## 2012-07-19 08:00:00 1.9728824
## 2012-07-20 08:00:00 1.9572422
## 2012-07-23 08:00:00 1.9353414
## 2012-07-24 08:00:00 1.9263281
## 2012-07-25 08:00:00 1.9317196
## 2012-07-26 08:00:00 1.9549854
## 2012-07-27 08:00:00 1.9822636
## 2012-07-30 08:00:00 1.9818538
## 2012-07-31 08:00:00 1.9739617
## 2012-08-01 08:00:00 1.9653852
## 2012-08-02 08:00:00 1.9556957
## 2012-08-03 08:00:00 1.9867157
## 2012-08-06 08:00:00 1.9949025
## 2012-08-07 08:00:00 1.9974899
## 2012-08-08 08:00:00 1.9951930
## 2012-08-09 08:00:00 1.9984895
## 2012-08-10 08:00:00 2.0018458
## 2012-08-13 08:00:00 1.9961054
## 2012-08-14 08:00:00 1.9913061
## 2012-08-15 08:00:00 1.9913567
## 2012-08-16 08:00:00 2.0054237
## 2012-08-17 08:00:00 2.0090904
## 2012-08-20 08:00:00 2.0096988
## 2012-08-21 08:00:00 2.0124923
## 2012-08-22 08:00:00 2.0189451
## 2012-08-23 08:00:00 2.0119303
## 2012-08-24 08:00:00 2.0161753
## 2012-08-27 08:00:00 2.0160165
## 2012-08-28 08:00:00 2.0182258
## 2012-08-29 08:00:00 2.0145658
## 2012-08-30 08:00:00 2.0019876
## 2012-08-31 08:00:00 2.0207357
## 2012-09-04 08:00:00 2.0220551
## 2012-09-05 08:00:00 2.0180672
## 2012-09-06 08:00:00 2.0439414
## 2012-09-07 08:00:00 2.0610594
## 2012-09-10 08:00:00 2.0470028
## 2012-09-11 08:00:00 2.0541236
## 2012-09-12 08:00:00 2.0576709
## 2012-09-13 08:00:00 2.0867059
## 2012-09-14 08:00:00 2.0937264
## 2012-09-17 08:00:00 2.0872935
## 2012-09-18 08:00:00 2.0865872
## 2012-09-19 08:00:00 2.0884330
## 2012-09-20 08:00:00 2.0810751
## 2012-09-21 08:00:00 2.0837189
## 2012-09-24 08:00:00 2.0801769
## 2012-09-25 08:00:00 2.0627093
## 2012-09-26 08:00:00 2.0549559
## 2012-09-27 08:00:00 2.0740394
## 2012-09-28 08:00:00 2.0610929
## 2012-10-01 08:00:00 2.0666227
## 2012-10-02 08:00:00 2.0710542
## 2012-10-03 08:00:00 2.0715155
## 2012-10-04 08:00:00 2.0794952
## 2012-10-05 08:00:00 2.0744863
## 2012-10-08 08:00:00 2.0660217
## 2012-10-09 08:00:00 2.0475099
## 2012-10-10 08:00:00 2.0438710
## 2012-10-11 08:00:00 2.0507060
## 2012-10-12 08:00:00 2.0442511
## 2012-10-15 08:00:00 2.0524946
## 2012-10-16 08:00:00 2.0668662
## 2012-10-17 08:00:00 2.0729725
## 2012-10-18 08:00:00 2.0658666
## 2012-10-19 08:00:00 2.0406977
## 2012-10-22 08:00:00 2.0446327
## 2012-10-23 08:00:00 2.0243500
## 2012-10-24 08:00:00 2.0191980
## 2012-10-25 08:00:00 2.0246000
## 2012-10-26 08:00:00 2.0237714
## 2012-10-31 08:00:00 2.0288890
## 2012-11-01 08:00:00 2.0419029
## 2012-11-02 08:00:00 2.0253065
## 2012-11-05 08:00:00 2.0303091
## 2012-11-06 08:00:00 2.0420029
## 2012-11-07 08:00:00 2.0195486
## 2012-11-08 08:00:00 2.0072635
## 2012-11-09 08:00:00 2.0088393
## 2012-11-12 08:00:00 2.0084666
## 2012-11-13 08:00:00 2.0004423
## 2012-11-14 08:00:00 1.9784746
## 2012-11-15 08:00:00 1.9744798
## 2012-11-16 08:00:00 1.9816408
## 2012-11-19 08:00:00 2.0114086
## 2012-11-20 08:00:00 2.0103091
## 2012-11-21 08:00:00 2.0125352
## 2012-11-23 08:00:00 2.0368116
## 2012-11-26 08:00:00 2.0388865
## 2012-11-27 08:00:00 2.0315658
## 2012-11-28 08:00:00 2.0371233
## 2012-11-29 08:00:00 2.0494482
## 2012-11-30 08:00:00 2.0473807
## 2012-12-03 08:00:00 2.0466207
## 2012-12-04 08:00:00 2.0463246
## 2012-12-05 08:00:00 2.0454818
## 2012-12-06 08:00:00 2.0542485
## 2012-12-07 08:00:00 2.0542613
## 2012-12-10 08:00:00 2.0600938
## 2012-12-11 08:00:00 2.0688491
## 2012-12-12 08:00:00 2.0656214
## 2012-12-13 08:00:00 2.0546893
## 2012-12-14 08:00:00 2.0543977
## 2012-12-17 08:00:00 2.0643994
## 2012-12-18 08:00:00 2.0756821
## 2012-12-19 08:00:00 2.0738285
## 2012-12-20 08:00:00 2.0799013
## 2012-12-21 08:00:00 2.0719234
## 2012-12-24 08:00:00 2.0684845
## 2012-12-26 08:00:00 2.0639246
## 2012-12-27 08:00:00 2.0674558
## 2012-12-28 08:00:00 2.0575325
## 2012-12-31 08:00:00 2.0809510
## 2013-01-02 08:00:00 2.1155694
## 2013-01-03 08:00:00 2.1019390
## 2013-01-04 08:00:00 2.1074307
## 2013-01-07 08:00:00 2.1015081
## 2013-01-08 08:00:00 2.0993207
## 2013-01-09 08:00:00 2.1053213
## 2013-01-10 08:00:00 2.1175740
## 2013-01-11 08:00:00 2.1167692
## 2013-01-14 08:00:00 2.1174684
## 2013-01-15 08:00:00 2.1200840
## 2013-01-16 08:00:00 2.1192293
## 2013-01-17 08:00:00 2.1273789
## 2013-01-18 08:00:00 2.1316572
## 2013-01-22 08:00:00 2.1379804
## 2013-01-23 08:00:00 2.1365940
## 2013-01-24 08:00:00 2.1306342
## 2013-01-25 08:00:00 2.1336524
## 2013-01-28 08:00:00 2.1296303
## 2013-01-29 08:00:00 2.1358349
## 2013-01-30 08:00:00 2.1291030
## 2013-01-31 08:00:00 2.1273246
## 2013-02-01 08:00:00 2.1381558
## 2013-02-04 08:00:00 2.1226947
## 2013-02-05 08:00:00 2.1302876
## 2013-02-06 08:00:00 2.1337746
## 2013-02-07 08:00:00 2.1254963
## 2013-02-08 08:00:00 2.1384222
## 2013-02-11 08:00:00 2.1347341
## 2013-02-12 08:00:00 2.1385325
## 2013-02-13 08:00:00 2.1391285
## 2013-02-14 08:00:00 2.1385663
## 2013-02-15 08:00:00 2.1311447
## 2013-02-19 08:00:00 2.1408848
## 2013-02-20 08:00:00 2.1152925
## 2013-02-21 08:00:00 2.1021530
## 2013-02-22 08:00:00 2.1184792
## 2013-02-25 08:00:00 2.0975401
## 2013-02-26 08:00:00 2.1088596
## 2013-02-27 08:00:00 2.1221240
## 2013-02-28 08:00:00 2.1178668
## 2013-03-01 08:00:00 2.1221001
## 2013-03-04 08:00:00 2.1243575
## 2013-03-05 08:00:00 2.1410506
## 2013-03-06 08:00:00 2.1415003
## 2013-03-07 08:00:00 2.1415735
## 2013-03-08 08:00:00 2.1459611
## 2013-03-11 08:00:00 2.1488291
## 2013-03-12 08:00:00 2.1453853
## 2013-03-13 08:00:00 2.1423833
## 2013-03-14 08:00:00 2.1517763
## 2013-03-15 08:00:00 2.1506422
## 2013-03-18 08:00:00 2.1448296
## 2013-03-19 08:00:00 2.1410242
## 2013-03-20 08:00:00 2.1476350
## 2013-03-21 08:00:00 2.1380420
## 2013-03-22 08:00:00 2.1475067
## 2013-03-25 08:00:00 2.1409922
## 2013-03-26 08:00:00 2.1523680
## 2013-03-27 08:00:00 2.1564267
## 2013-03-28 08:00:00 2.1584144
## 2013-04-01 08:00:00 2.1486345
## 2013-04-02 08:00:00 2.1490621
## 2013-04-03 08:00:00 2.1332633
## 2013-04-04 08:00:00 2.1447294
## 2013-04-05 08:00:00 2.1496334
## 2013-04-08 08:00:00 2.1559153
## 2013-04-09 08:00:00 2.1630214
## 2013-04-10 08:00:00 2.1765390
## 2013-04-11 08:00:00 2.1824691
## 2013-04-12 08:00:00 2.1686266
## 2013-04-15 08:00:00 2.1066304
## 2013-04-16 08:00:00 2.1325312
## 2013-04-17 08:00:00 2.1075341
## 2013-04-18 08:00:00 2.1033394
## 2013-04-19 08:00:00 2.1228541
## 2013-04-22 08:00:00 2.1352418
## 2013-04-23 08:00:00 2.1484489
## 2013-04-24 08:00:00 2.1582738
## 2013-04-25 08:00:00 2.1713613
## 2013-04-26 08:00:00 2.1658367
## 2013-04-29 08:00:00 2.1821541
## 2013-04-30 08:00:00 2.1943168
## 2013-05-01 08:00:00 2.1770490
## 2013-05-02 08:00:00 2.1925580
## 2013-05-03 08:00:00 2.2028516
## 2013-05-06 08:00:00 2.2069428
## 2013-05-07 08:00:00 2.2099725
## 2013-05-08 08:00:00 2.2235815
## 2013-05-09 08:00:00 2.2114150
## 2013-05-10 08:00:00 2.2090703
## 2013-05-13 08:00:00 2.2027443
## 2013-05-14 08:00:00 2.2096244
## 2013-05-15 08:00:00 2.2115102
## 2013-05-16 08:00:00 2.2072033
## 2013-05-17 08:00:00 2.2111222
## 2013-05-20 08:00:00 2.2214401
## 2013-05-21 08:00:00 2.2209224
## 2013-05-22 08:00:00 2.1935599
## 2013-05-23 08:00:00 2.1896302
## 2013-05-24 08:00:00 2.1820280
## 2013-05-28 08:00:00 2.1810013
## 2013-05-29 08:00:00 2.1695833
## 2013-05-30 08:00:00 2.1755772
## 2013-05-31 08:00:00 2.1461170
## 2013-06-03 08:00:00 2.1628937
## 2013-06-04 08:00:00 2.1468081
## 2013-06-05 08:00:00 2.1267132
## 2013-06-06 08:00:00 2.1436563
## 2013-06-07 08:00:00 2.1434352
## 2013-06-10 08:00:00 2.1395299
## 2013-06-11 08:00:00 2.1206101
## 2013-06-12 08:00:00 2.1049337
## 2013-06-13 08:00:00 2.1374277
## 2013-06-14 08:00:00 2.1262585
## 2013-06-17 08:00:00 2.1365271
## 2013-06-18 08:00:00 2.1443937
## 2013-06-19 08:00:00 2.1071706
## 2013-06-20 08:00:00 2.0374421
## 2013-06-21 08:00:00 2.0435049
## 2013-06-24 08:00:00 2.0223304
## 2013-06-25 08:00:00 2.0390248
## 2013-06-26 08:00:00 2.0449854
## 2013-06-27 08:00:00 2.0618441
## 2013-06-28 08:00:00 2.0677655
## 2013-07-01 08:00:00 2.0818699
## 2013-07-02 08:00:00 2.0760972
## 2013-07-03 08:00:00 2.0751324
## 2013-07-05 08:00:00 2.0659867
## 2013-07-08 08:00:00 2.0773267
## 2013-07-09 08:00:00 2.0939775
## 2013-07-10 08:00:00 2.0932418
## 2013-07-11 08:00:00 2.1420836
## 2013-07-12 08:00:00 2.1369982
## 2013-07-15 08:00:00 2.1478578
## 2013-07-16 08:00:00 2.1480802
## 2013-07-17 08:00:00 2.1522780
## 2013-07-18 08:00:00 2.1532211
## 2013-07-19 08:00:00 2.1566800
## 2013-07-22 08:00:00 2.1719684
## 2013-07-23 08:00:00 2.1733768
## 2013-07-24 08:00:00 2.1543689
## 2013-07-25 08:00:00 2.1634415
## 2013-07-26 08:00:00 2.1643500
## 2013-07-29 08:00:00 2.1503700
## 2013-07-30 08:00:00 2.1502308
## 2013-07-31 08:00:00 2.1474007
## 2013-08-01 08:00:00 2.1559226
## 2013-08-02 08:00:00 2.1615535
## 2013-08-05 08:00:00 2.1563332
## 2013-08-06 08:00:00 2.1428097
## 2013-08-07 08:00:00 2.1367893
## 2013-08-08 08:00:00 2.1544291
## 2013-08-09 08:00:00 2.1562821
## 2013-08-12 08:00:00 2.1606014
## 2013-08-13 08:00:00 2.1554419
## 2013-08-14 08:00:00 2.1555019
## 2013-08-15 08:00:00 2.1339173
## 2013-08-16 08:00:00 2.1250035
## 2013-08-19 08:00:00 2.1061964
## 2013-08-20 08:00:00 2.1206825
## 2013-08-21 08:00:00 2.1031072
## 2013-08-22 08:00:00 2.1241723
## 2013-08-23 08:00:00 2.1430692
## 2013-08-26 08:00:00 2.1387823
## 2013-08-27 08:00:00 2.1172651
## 2013-08-28 08:00:00 2.1164229
## 2013-08-29 08:00:00 2.1238718
## 2013-08-30 08:00:00 2.1111655
## 2013-09-03 08:00:00 2.1200018
## 2013-09-04 08:00:00 2.1323365
## 2013-09-05 08:00:00 2.1258310
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## 2016-08-11 08:00:00 2.7333505
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## 2016-10-13 08:00:00 2.6565105
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## 2016-10-19 08:00:00 2.6790779
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## 2016-10-21 08:00:00 2.6753658
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## 2016-11-02 08:00:00 2.6153331
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## 2016-12-28 08:00:00 2.6410613
## 2016-12-29 08:00:00 2.6559156
## 2016-12-30 08:00:00 2.6503717
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## 2017-01-09 08:00:00 2.7017536
## 2017-01-10 08:00:00 2.7058252
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## 2017-01-12 08:00:00 2.7149060
## 2017-01-13 08:00:00 2.7191989
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## 2017-02-17 08:00:00 2.7934885
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## 2017-02-23 08:00:00 2.8117984
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## 2017-03-15 08:00:00 2.8056642
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## 2017-04-07 08:00:00 2.8238820
## 2017-04-10 08:00:00 2.8272637
## 2017-04-11 08:00:00 2.8394181
## 2017-04-12 08:00:00 2.8366369
## 2017-04-13 08:00:00 2.8278298
## 2017-04-17 08:00:00 2.8462274
## 2017-04-18 08:00:00 2.8457009
## 2017-04-19 08:00:00 2.8375914
## 2017-04-20 08:00:00 2.8546925
## 2017-04-21 08:00:00 2.8524725
## 2017-04-24 08:00:00 2.8719790
## 2017-04-25 08:00:00 2.8791196
## 2017-04-26 08:00:00 2.8791632
## 2017-04-27 08:00:00 2.8804043
## 2017-04-28 08:00:00 2.8741024
## 2017-05-01 08:00:00 2.8797240
## 2017-05-02 08:00:00 2.8839467
## 2017-05-03 08:00:00 2.8679149
## 2017-05-04 08:00:00 2.8605251
## 2017-05-05 08:00:00 2.8769692
## 2017-05-08 08:00:00 2.8686039
## 2017-05-09 08:00:00 2.8689589
## 2017-05-10 08:00:00 2.8764768
## 2017-05-11 08:00:00 2.8723660
## 2017-05-12 08:00:00 2.8769351
## 2017-05-15 08:00:00 2.8896190
## 2017-05-16 08:00:00 2.8944512
## 2017-05-17 08:00:00 2.8724517
## 2017-05-18 08:00:00 2.8712955
## 2017-05-19 08:00:00 2.8933171
## 2017-05-22 08:00:00 2.9030124
## 2017-05-23 08:00:00 2.9018874
## 2017-05-24 08:00:00 2.9121631
## 2017-05-25 08:00:00 2.9195341
## 2017-05-26 08:00:00 2.9218542
## 2017-05-30 08:00:00 2.9158287
## 2017-05-31 08:00:00 2.9153429
## 2017-06-01 08:00:00 2.9339092
## 2017-06-02 08:00:00 2.9582411
## 2017-06-05 08:00:00 2.9500249
## 2017-06-06 08:00:00 2.9504798
## 2017-06-07 08:00:00 2.9503997
## 2017-06-08 08:00:00 2.9535400
## 2017-06-09 08:00:00 2.9398723
## 2017-06-12 08:00:00 2.9356701
## 2017-06-13 08:00:00 2.9481003
## 2017-06-14 08:00:00 2.9483395
## 2017-06-15 08:00:00 2.9356835
## 2017-06-16 08:00:00 2.9375623
## 2017-06-19 08:00:00 2.9519390
## 2017-06-20 08:00:00 2.9369999
## 2017-06-21 08:00:00 2.9403705
## 2017-06-22 08:00:00 2.9460773
## 2017-06-23 08:00:00 2.9560977
## 2017-06-26 08:00:00 2.9596889
## 2017-06-27 08:00:00 2.9375991
## 2017-06-28 08:00:00 2.9573514
## 2017-06-29 08:00:00 2.9282337
## 2017-06-30 08:00:00 2.9286233
## 2017-07-03 08:00:00 2.9268621
## 2017-07-05 08:00:00 2.9264869
## 2017-07-06 08:00:00 2.8994205
## 2017-07-07 08:00:00 2.9058609
## 2017-07-10 08:00:00 2.9098420
## 2017-07-11 08:00:00 2.9161820
## 2017-07-12 08:00:00 2.9444527
## 2017-07-13 08:00:00 2.9462825
## 2017-07-14 08:00:00 2.9660154
## 2017-07-17 08:00:00 2.9687407
## 2017-07-18 08:00:00 2.9768145
## 2017-07-19 08:00:00 2.9924243
## 2017-07-20 08:00:00 2.9945343
## 2017-07-21 08:00:00 2.9962569
## 2017-07-24 08:00:00 2.9962289
## 2017-07-25 08:00:00 2.9935390
## 2017-07-26 08:00:00 3.0036841
## 2017-07-27 08:00:00 2.9939006
## 2017-07-28 08:00:00 2.9965828
## 2017-07-31 08:00:00 2.9954012
## 2017-08-01 08:00:00 3.0049896
## 2017-08-02 08:00:00 2.9996763
## 2017-08-03 08:00:00 2.9975243
## 2017-08-04 08:00:00 2.9976472
## 2017-08-07 08:00:00 3.0043172
## 2017-08-08 08:00:00 2.9973494
## 2017-08-09 08:00:00 2.9955125
## 2017-08-10 08:00:00 2.9644770
## 2017-08-11 08:00:00 2.9687612
## 2017-08-14 08:00:00 2.9905004
## 2017-08-15 08:00:00 2.9822900
## 2017-08-16 08:00:00 2.9954187
## 2017-08-17 08:00:00 2.9680236
## 2017-08-18 08:00:00 2.9679356
## 2017-08-21 08:00:00 2.9743830
## 2017-08-22 08:00:00 2.9904523
## 2017-08-23 08:00:00 2.9960099
## 2017-08-24 08:00:00 2.9926344
## 2017-08-25 08:00:00 3.0028221
## 2017-08-28 08:00:00 3.0080768
## 2017-08-29 08:00:00 3.0077083
## 2017-08-30 08:00:00 3.0181187
## 2017-08-31 08:00:00 3.0396716
## 2017-09-01 08:00:00 3.0430037
## 2017-09-05 08:00:00 3.0351400
## 2017-09-06 08:00:00 3.0395484
## 2017-09-07 08:00:00 3.0557401
## 2017-09-08 08:00:00 3.0482828
## 2017-09-11 08:00:00 3.0621830
## 2017-09-12 08:00:00 3.0627714
## 2017-09-13 08:00:00 3.0548042
## 2017-09-14 08:00:00 3.0592544
## 2017-09-15 08:00:00 3.0651716
## 2017-09-18 08:00:00 3.0621158
## 2017-09-19 08:00:00 3.0627156
## 2017-09-20 08:00:00 3.0565853
## 2017-09-21 08:00:00 3.0477295
## 2017-09-22 08:00:00 3.0486325
## 2017-09-25 08:00:00 3.0441494
## 2017-09-26 08:00:00 3.0398403
## 2017-09-27 08:00:00 3.0387290
## 2017-09-28 08:00:00 3.0432647
## 2017-09-29 08:00:00 3.0541227
## 2017-10-02 08:00:00 3.0565526
## 2017-10-03 08:00:00 3.0672114
## 2017-10-04 08:00:00 3.0695239
## 2017-10-05 08:00:00 3.0769993
## 2017-10-06 08:00:00 3.0736349
## 2017-10-09 08:00:00 3.0759498
## 2017-10-10 08:00:00 3.0879513
## 2017-10-11 08:00:00 3.0957527
## 2017-10-12 08:00:00 3.0981915
## 2017-10-13 08:00:00 3.1116195
## 2017-10-16 08:00:00 3.1077043
## 2017-10-17 08:00:00 3.1025399
## 2017-10-18 08:00:00 3.1018938
## 2017-10-19 08:00:00 3.0985824
## 2017-10-20 08:00:00 3.0965554
## 2017-10-23 08:00:00 3.0851730
## 2017-10-24 08:00:00 3.0820997
## 2017-10-25 08:00:00 3.0712650
## 2017-10-26 08:00:00 3.0618155
## 2017-10-27 08:00:00 3.0912431
## 2017-10-30 08:00:00 3.0903217
## 2017-10-31 08:00:00 3.0996907
## 2017-11-01 08:00:00 3.1033547
## 2017-11-02 08:00:00 3.1099853
## 2017-11-03 08:00:00 3.1111264
## 2017-11-06 08:00:00 3.1276859
## 2017-11-07 08:00:00 3.1220454
## 2017-11-08 08:00:00 3.1310784
## 2017-11-09 08:00:00 3.1219386
## 2017-11-10 08:00:00 3.1099045
## 2017-11-13 08:00:00 3.1111911
## 2017-11-14 08:00:00 3.1077475
## 2017-11-15 08:00:00 3.0990112
## 2017-11-16 08:00:00 3.1230806
## 2017-11-17 08:00:00 3.1285841
## 2017-11-20 08:00:00 3.1287498
## 2017-11-21 08:00:00 3.1525613
## 2017-11-22 08:00:00 3.1579875
## 2017-11-24 08:00:00 3.1616427
## 2017-11-27 08:00:00 3.1513638
## 2017-11-28 08:00:00 3.1673373
## 2017-11-29 08:00:00 3.1468765
## 2017-11-30 08:00:00 3.1466172
## 2017-12-01 08:00:00 3.1463011
## 2017-12-04 08:00:00 3.1350359
## 2017-12-05 08:00:00 3.1257463
## 2017-12-06 08:00:00 3.1200596
## 2017-12-07 08:00:00 3.1208076
## 2017-12-08 08:00:00 3.1329629
## 2017-12-11 08:00:00 3.1380702
## 2017-12-12 08:00:00 3.1367706
## 2017-12-13 08:00:00 3.1531403
## 2017-12-14 08:00:00 3.1424594
## 2017-12-15 08:00:00 3.1604209
## 2017-12-18 08:00:00 3.1811451
## 2017-12-19 08:00:00 3.1580847
## 2017-12-20 08:00:00 3.1507806
## 2017-12-21 08:00:00 3.1588075
## 2017-12-22 08:00:00 3.1669705
## 2017-12-26 08:00:00 3.1699623
## 2017-12-27 08:00:00 3.1796884
## 2017-12-28 08:00:00 3.1894917
## 2017-12-29 08:00:00 3.1877827
## 2018-01-02 08:00:00 3.2103697
## 2018-01-03 08:00:00 3.2232645
## 2018-01-04 08:00:00 3.2290067
## 2018-01-05 08:00:00 3.2413272
## 2018-01-08 08:00:00 3.2461376
## 2018-01-09 08:00:00 3.2343291
## 2018-01-10 08:00:00 3.2250484
## 2018-01-11 08:00:00 3.2446158
## 2018-01-12 08:00:00 3.2623491
## 2018-01-16 08:00:00 3.2561186
## 2018-01-17 08:00:00 3.2747075
## 2018-01-18 08:00:00 3.2625772
## 2018-01-19 08:00:00 3.2790124
## 2018-01-22 08:00:00 3.2978645
## 2018-01-23 08:00:00 3.3162846
## 2018-01-24 08:00:00 3.3163800
## 2018-01-25 08:00:00 3.3144973
## 2018-01-26 08:00:00 3.3354917
## 2018-01-29 08:00:00 3.3076129
## 2018-01-30 08:00:00 3.2804971
## 2018-01-31 08:00:00 3.2948884
## 2018-02-01 08:00:00 3.2762630
## 2018-02-02 08:00:00 3.2192083
## 2018-02-05 08:00:00 3.1319562
## 2018-02-06 08:00:00 3.1692685
## 2018-02-07 08:00:00 3.1383596
## 2018-02-08 08:00:00 3.0607469
## 2018-02-09 08:00:00 3.0886043
## 2018-02-12 08:00:00 3.1214805
## 2018-02-13 08:00:00 3.1340191
## 2018-02-14 08:00:00 3.1709934
## 2018-02-15 08:00:00 3.2042949
## 2018-02-16 08:00:00 3.2085883
## 2018-02-20 08:00:00 3.1821987
## 2018-02-21 08:00:00 3.1639696
## 2018-02-22 08:00:00 3.1729498
## 2018-02-23 08:00:00 3.2125314
## 2018-02-26 08:00:00 3.2351582
## 2018-02-27 08:00:00 3.1881579
## 2018-02-28 08:00:00 3.1669751
## 2018-03-01 08:00:00 3.1468999
## 2018-03-02 08:00:00 3.1603859
## 2018-03-05 08:00:00 3.1782474
## 2018-03-06 08:00:00 3.1984462
## 2018-03-07 08:00:00 3.2021480
## 2018-03-08 08:00:00 3.2097871
## 2018-03-09 08:00:00 3.2425426
## 2018-03-12 08:00:00 3.2507152
## 2018-03-13 08:00:00 3.2377883
## 2018-03-14 08:00:00 3.2390397
## 2018-03-15 08:00:00 3.2318518
## 2018-03-16 08:00:00 3.2321229
## 2018-03-19 08:00:00 3.2023689
## 2018-03-20 08:00:00 3.2048704
## 2018-03-21 08:00:00 3.2121288
## 2018-03-22 08:00:00 3.1626542
## 2018-03-23 08:00:00 3.1221295
## 2018-03-26 08:00:00 3.1809789
## 2018-03-27 08:00:00 3.1458929
## 2018-03-28 08:00:00 3.1437049
## 2018-03-29 08:00:00 3.1738355
## 2018-04-02 08:00:00 3.1314951
## 2018-04-03 08:00:00 3.1491950
## 2018-04-04 08:00:00 3.1701407
## 2018-04-05 08:00:00 3.1778111
## 2018-04-06 08:00:00 3.1431460
## 2018-04-09 08:00:00 3.1532620
## 2018-04-10 08:00:00 3.1863165
## 2018-04-11 08:00:00 3.1867430
## 2018-04-12 08:00:00 3.1877410
## 2018-04-13 08:00:00 3.1835758
## 2018-04-16 08:00:00 3.1972896
## 2018-04-17 08:00:00 3.2238629
## 2018-04-18 08:00:00 3.2280216
## 2018-04-19 08:00:00 3.2055406
## 2018-04-20 08:00:00 3.1776934
## 2018-04-23 08:00:00 3.1695472
## 2018-04-24 08:00:00 3.1511308
## 2018-04-25 08:00:00 3.1421995
## 2018-04-26 08:00:00 3.1699727
## 2018-04-27 08:00:00 3.1827822
## 2018-04-30 08:00:00 3.1658367
## 2018-05-01 08:00:00 3.1681997
## 2018-05-02 08:00:00 3.1594060
## 2018-05-03 08:00:00 3.1606542
## 2018-05-04 08:00:00 3.1869943
## 2018-05-07 08:00:00 3.1944090
## 2018-05-08 08:00:00 3.1960035
## 2018-05-09 08:00:00 3.2073731
## 2018-05-10 08:00:00 3.2380171
## 2018-05-11 08:00:00 3.2388147
## 2018-05-14 08:00:00 3.2326379
## 2018-05-15 08:00:00 3.1970907
## 2018-05-16 08:00:00 3.2088909
## 2018-05-17 08:00:00 3.1995317
## 2018-05-18 08:00:00 3.1966224
## 2018-05-21 08:00:00 3.2141806
## 2018-05-22 08:00:00 3.2101943
## 2018-05-23 08:00:00 3.2173693
## 2018-05-24 08:00:00 3.2187989
## 2018-05-25 08:00:00 3.2192612
## 2018-05-29 08:00:00 3.2047007
## 2018-05-30 08:00:00 3.2313274
## 2018-05-31 08:00:00 3.2203582
## 2018-06-01 08:00:00 3.2395313
## 2018-06-04 08:00:00 3.2528214
## 2018-06-05 08:00:00 3.2551346
## 2018-06-06 08:00:00 3.2710893
## 2018-06-07 08:00:00 3.2607672
## 2018-06-08 08:00:00 3.2633875
## 2018-06-11 08:00:00 3.2683300
## 2018-06-12 08:00:00 3.2700046
## 2018-06-13 08:00:00 3.2576620
## 2018-06-14 08:00:00 3.2694477
## 2018-06-15 08:00:00 3.2563648
## 2018-06-18 08:00:00 3.2478479
## 2018-06-19 08:00:00 3.2382872
## 2018-06-20 08:00:00 3.2457424
## 2018-06-21 08:00:00 3.2308683
## 2018-06-22 08:00:00 3.2411960
## 2018-06-25 08:00:00 3.2068649
## 2018-06-26 08:00:00 3.2108810
## 2018-06-27 08:00:00 3.1836754
## 2018-06-28 08:00:00 3.1985400
## 2018-06-29 08:00:00 3.2090771
## 2018-07-02 08:00:00 3.2010290
## 2018-07-03 08:00:00 3.2071784
## 2018-07-05 08:00:00 3.2306923
## 2018-07-06 08:00:00 3.2538504
## 2018-07-09 08:00:00 3.2697127
## 2018-07-10 08:00:00 3.2689644
## 2018-07-11 08:00:00 3.2413958
## 2018-07-12 08:00:00 3.2655919
## 2018-07-13 08:00:00 3.2644610
## 2018-07-16 08:00:00 3.2553603
## 2018-07-17 08:00:00 3.2576608
## 2018-07-18 08:00:00 3.2550580
## 2018-07-19 08:00:00 3.2533888
## 2018-07-20 08:00:00 3.2530473
## 2018-07-23 08:00:00 3.2449386
## 2018-07-24 08:00:00 3.2521793
## 2018-07-25 08:00:00 3.2774582
## 2018-07-26 08:00:00 3.2630519
## 2018-07-27 08:00:00 3.2463495
## 2018-07-30 08:00:00 3.2337343
## 2018-07-31 08:00:00 3.2559646
## 2018-08-01 08:00:00 3.2459341
## 2018-08-02 08:00:00 3.2456392
## 2018-08-03 08:00:00 3.2588330
## 2018-08-06 08:00:00 3.2580346
## 2018-08-07 08:00:00 3.2665389
## 2018-08-08 08:00:00 3.2647017
## 2018-08-09 08:00:00 3.2658613
## 2018-08-10 08:00:00 3.2412072
## 2018-08-13 08:00:00 3.2216030
## 2018-08-14 08:00:00 3.2347727
## 2018-08-15 08:00:00 3.2030579
## 2018-08-16 08:00:00 3.2195601
## 2018-08-17 08:00:00 3.2371720
## 2018-08-20 08:00:00 3.2481863
## 2018-08-21 08:00:00 3.2600558
## 2018-08-22 08:00:00 3.2675126
## 2018-08-23 08:00:00 3.2514002
## 2018-08-24 08:00:00 3.2797269
## 2018-08-27 08:00:00 3.2975335
## 2018-08-28 08:00:00 3.2955014
## 2018-08-29 08:00:00 3.3105176
## 2018-08-30 08:00:00 3.2903497
## 2018-08-31 08:00:00 3.2914059
## 2018-09-04 08:00:00 3.2667813
## 2018-09-05 08:00:00 3.2519540
## 2018-09-06 08:00:00 3.2473867
## 2018-09-07 08:00:00 3.2300012
## 2018-09-10 08:00:00 3.2348110
## 2018-09-11 08:00:00 3.2375016
## 2018-09-12 08:00:00 3.2438750
## 2018-09-13 08:00:00 3.2607439
## 2018-09-14 08:00:00 3.2536734
## 2018-09-17 08:00:00 3.2415829
## 2018-09-18 08:00:00 3.2506202
## 2018-09-19 08:00:00 3.2501475
## 2018-09-20 08:00:00 3.2785735
## 2018-09-21 08:00:00 3.2729649
## 2018-09-24 08:00:00 3.2564333
## 2018-09-25 08:00:00 3.2604529
## 2018-09-26 08:00:00 3.2538533
## 2018-09-27 08:00:00 3.2573792
## 2018-09-28 08:00:00 3.2588962
## 2018-10-01 08:00:00 3.2493166
## 2018-10-02 08:00:00 3.2431932
## 2018-10-03 08:00:00 3.2318023
## 2018-10-04 08:00:00 3.1938248
## 2018-10-05 08:00:00 3.1765031
## 2018-10-08 08:00:00 3.1714412
## 2018-10-09 08:00:00 3.1732040
## 2018-10-10 08:00:00 3.1055818
## 2018-10-11 08:00:00 3.0799868
## 2018-10-12 08:00:00 3.1041446
## 2018-10-15 08:00:00 3.0981847
## 2018-10-16 08:00:00 3.1540017
## 2018-10-17 08:00:00 3.1411560
## 2018-10-18 08:00:00 3.1021467
## 2018-10-19 08:00:00 3.1056736
## 2018-10-22 08:00:00 3.1009850
## 2018-10-23 08:00:00 3.0921053
## 2018-10-24 08:00:00 3.0314780
## 2018-10-25 08:00:00 3.0732174
## 2018-10-26 08:00:00 3.0399364
## 2018-10-29 08:00:00 3.0223317
## 2018-10-30 08:00:00 3.0560386
## 2018-10-31 08:00:00 3.0686869
## 2018-11-01 08:00:00 3.1121370
## 2018-11-02 08:00:00 3.1002145
## 2018-11-05 08:00:00 3.1084096
## 2018-11-06 08:00:00 3.1169989
## 2018-11-07 08:00:00 3.1625627
## 2018-11-08 08:00:00 3.1433940
## 2018-11-09 08:00:00 3.1148862
## 2018-11-12 08:00:00 3.0755745
## 2018-11-13 08:00:00 3.0802593
## 2018-11-14 08:00:00 3.0774033
## 2018-11-15 08:00:00 3.1010817
## 2018-11-16 08:00:00 3.1126699
## 2018-11-19 08:00:00 3.0781877
## 2018-11-20 08:00:00 3.0380594
## 2018-11-21 08:00:00 3.0606669
## 2018-11-23 08:00:00 3.0468947
## 2018-11-26 08:00:00 3.0772722
## 2018-11-27 08:00:00 3.0772564
## 2018-11-28 08:00:00 3.1259728
## 2018-11-29 08:00:00 3.1205092
## 2018-11-30 08:00:00 3.1304212
## 2018-12-03 08:00:00 3.1668078
## 2018-12-04 08:00:00 3.1060320
## 2018-12-06 08:00:00 3.1111365
## 2018-12-07 08:00:00 3.0686157
## 2018-12-10 08:00:00 3.0633316
## 2018-12-11 08:00:00 3.0681500
## 2018-12-12 08:00:00 3.0818362
## 2018-12-13 08:00:00 3.0760740
## 2018-12-14 08:00:00 3.0422156
## 2018-12-17 08:00:00 3.0019255
## 2018-12-18 08:00:00 3.0127421
## 2018-12-19 08:00:00 2.9790219
## 2018-12-20 08:00:00 2.9622780
## 2018-12-21 08:00:00 2.9191301
## 2018-12-24 08:00:00 2.8783720
## 2018-12-26 08:00:00 2.9577975
## 2018-12-27 08:00:00 2.9677368
## 2018-12-28 08:00:00 2.9792861
## 2018-12-31 08:00:00 2.9906126
head(equal.weight$equity)
## EEM
## 2004-11-18 08:00:00 1.000000
## 2004-11-19 08:00:00 1.000000
## 2004-11-22 08:00:00 1.006032
## 2004-11-23 08:00:00 1.008221
## 2004-11-24 08:00:00 1.014866
## 2004-11-26 08:00:00 1.016395
constraints = new.constraints(n, lb = -Inf, ub = +Inf)
# SUM x.i = 1
constraints = add.constraints(rep(1, n), 1, type = '=', constraints)
ret = prices / mlag(prices) - 1
weight = coredata(prices)
weight[] = NA
#set the date limit like how many days or data you need
for( i in week.ends[week.ends >= (63 + 1)] ) {
# one quarter is 63 days
hist = ret[ (i- 63 +1):i, ]
# create historical input assumptions
ia = create.historical.ia(hist, 252)
#s0 = apply(coredata(hist),2,sd)
#ia$cov = cor(coredata(hist), use='complete.obs',method='pearson') * (s0 %*% t(s0))
weight[i,] = min.risk.portfolio(ia, constraints)
}
tail(weight,1)
## EEM EFA GLD IWM IYR QQQ
## [3553,] -0.02227524 0.1746793 0.3294391 -0.07523821 0.03104374 -0.244077
## SPY TLT
## [3553,] 0.4325373 0.373891
# Minimum Variance
data$weight[] = weight
capital = 100000
data$weight[] = (capital / prices) * data$weight
min.var.daily = bt.run(data, type='share', capital=capital)
## Latest weights :
## EEM EFA GLD IWM IYR QQQ SPY TLT
## 2018-12-31 08:00:00 -2.79 16.47 32.64 -6.75 2.35 -24.88 44.89 38.07
##
## Performance summary :
## CAGR Best Worst
## 8.8 2.8 -2.6
#
#*****************************************************************
# Code Strategies: Weekly
#******************************************************************
retw = data.weekly$prices / mlag(data.weekly$prices) - 1
weightw = coredata(prices)
weightw[] = NA
week.ends<-week.ends[-length(week.ends)]
for( i in week.ends[week.ends >= (63 + 1)] ) {
# map
j = which(index(ret[i,]) == index(retw))
# one quarter = 13 weeks
hist = retw[ (j- 13 +1):j, ]
# create historical input assumptions
ia = create.historical.ia(hist, 52)
s0 = apply(coredata(hist),2,sd)
ia$cov = cor(coredata(hist), use='complete.obs',method='pearson') * (s0 %*% t(s0))
weightw[i,] = min.risk.portfolio(ia, constraints)
}
data$weight[] = weightw
capital = 100000
data$weight[] = (capital / prices) * data$weight
min.var.weekly = bt.run(data, type='share', capital=capital)
## Latest weights :
## EEM EFA GLD IWM IYR QQQ SPY TLT
## 2018-12-31 08:00:00 -6.45 50.97 44.24 -26.24 5.46 -10.94 22.15 20.82
##
## Performance summary :
## CAGR Best Worst
## 10.8 4.3 -4.8
names(min.var.daily)
## [1] "weight" "type" "share" "capital" "ret"
## [6] "best" "worst" "equity" "cagr" "dates.index"
plotbt.custom.report.part1(min.var.weekly, min.var.daily, equal.weight)
plotbt.strategy.sidebyside(min.var.daily, return.table = T)
## min.var.daily
## Period "Nov2004 - Dec2018"
## Cagr "8.84"
## Sharpe "1.21"
## DVR "1.17"
## Volatility "7.22"
## MaxDD "-13.99"
## AvgDD "-1.1"
## VaR "-0.68"
## CVaR "-1.03"
## Exposure "98.2"
layout(1:2)
plotbt.transition.map(min.var.daily$weight)
legend('topright', legend = 'min.var.daily', bty = 'n')
plotbt.transition.map(min.var.weekly$weight)
legend('topright', legend = 'min.var.weekly', bty = 'n')
