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summary(cars)
## speed dist
## Min. : 4.0 Min. : 2.00
## 1st Qu.:12.0 1st Qu.: 26.00
## Median :15.0 Median : 36.00
## Mean :15.4 Mean : 42.98
## 3rd Qu.:19.0 3rd Qu.: 56.00
## Max. :25.0 Max. :120.00
#1
library("pacman")
library("tidyquant")
library("tidyverse")
library("timetk")
library(kableExtra)
library(reshape2)
library(dplyr)
library(dtplyr)
library(xts)
data <- read.csv("tej_day_price_2017_2018.csv", header = TRUE)
head(data, 5)
## 證券代碼 簡稱 TSE.產業別 上市別 年月日 開盤價.元. 最高價.元.
## 1 1101 台泥 1 TSE 20170103 29.90 29.90
## 2 1102 亞泥 1 TSE 20170103 24.91 24.95
## 3 1103 嘉泥 1 TSE 20170103 8.27 8.27
## 4 1104 環泥 1 TSE 20170103 21.41 21.54
## 5 1108 幸福 1 TSE 20170103 8.56 8.57
## 收盤價.元. 最低價.元. 成交值.千元. 市值.百萬元. 成交量.千股.
## 1 29.64 29.35 101450 129779 2890
## 2 24.95 24.76 33550 89078 1271
## 3 8.27 8.17 2411 6748 278
## 4 21.50 21.37 3705 15610 150
## 5 8.57 8.56 182 3703 20
#2
colnames(data)[1] = "id"
colnames(data)[2] = "name"
colnames(data)[5] = "date"
colnames(data)[8] = "price"
colnames(data)[11] = "cap"
library(tidyverse)
library(lubridate)
datap <- data
head(datap,5)
## id name TSE.產業別 上市別 date 開盤價.元. 最高價.元. price
## 1 1101 台泥 1 TSE 20170103 29.90 29.90 29.64
## 2 1102 亞泥 1 TSE 20170103 24.91 24.95 24.95
## 3 1103 嘉泥 1 TSE 20170103 8.27 8.27 8.27
## 4 1104 環泥 1 TSE 20170103 21.41 21.54 21.50
## 5 1108 幸福 1 TSE 20170103 8.56 8.57 8.57
## 最低價.元. 成交值.千元. cap 成交量.千股.
## 1 29.35 101450 129779 2890
## 2 24.76 33550 89078 1271
## 3 8.17 2411 6748 278
## 4 21.37 3705 15610 150
## 5 8.56 182 3703 20
#3
data1 <- select(datap,id,date,price)
data1$id <- as.character(data1$id)
data1$date <- as.Date(as.character(datap$date), format = '%Y%m%d')
head(data1,5)
## id date price
## 1 1101 2017-01-03 29.64
## 2 1102 2017-01-03 24.95
## 3 1103 2017-01-03 8.27
## 4 1104 2017-01-03 21.50
## 5 1108 2017-01-03 8.57
p_load(reshape2)
data44 <- dcast(data1, date~id)
data44 %>% head(6) %>% kbl(caption="New data after convertinng")%>%
row_spec(row =0, bold= TRUE, color = "black", background = "white") %>%
kable_styling(bootstrap_options = "striped", full_width = F, position = "left")
New data after convertinng
|
date
|
1101
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1102
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1103
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1104
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1108
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1109
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1110
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1201
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1203
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1210
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1213
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1215
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1234
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1235
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1256
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1262
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1301
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1470
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1471
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1472
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1541
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1558
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1560
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1568
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1582
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1583
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1587
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1590
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1592
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1598
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1603
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1608
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1626
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1701
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1707
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1760
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1773
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1776
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1786
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1789
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1802
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1805
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1810
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1817
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1902
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1905
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1906
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1907
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1909
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2002
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2006
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2007
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2008
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2009
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2010
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2012
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2013
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2014
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2015
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2017
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2020
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2022
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2023
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2024
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2025
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2027
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2028
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2029
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2030
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2031
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2032
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2033
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2034
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2038
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2049
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2059
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2062
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2069
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2101
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2102
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2103
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2104
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2105
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2106
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2107
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2108
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2109
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2114
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2115
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2201
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2204
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2206
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2207
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2208
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2227
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2228
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2231
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2236
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2239
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2243
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2301
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2302
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2305
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2308
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2312
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2321
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2597
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2601
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2603
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2611
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2616
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2617
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2618
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2630
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2633
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2634
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2636
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2637
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2642
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2701
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2702
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2704
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2705
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2706
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2707
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2712
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2722
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2723
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2727
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2731
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2739
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2748
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2801
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2809
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2812
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2816
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2820
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2823
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2832
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2867
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2901
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2923
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2929
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2936
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2939
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3002
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3003
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3004
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3005
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3006
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3008
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3010
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3011
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3013
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3014
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3015
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3016
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3017
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3018
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3019
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3021
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3028
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3046
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3048
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3049
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3050
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3051
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3052
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3054
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3055
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3056
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3057
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3058
|
3059
|
3060
|
3062
|
3090
|
3094
|
3130
|
3149
|
3164
|
3167
|
3189
|
3209
|
3229
|
3231
|
3257
|
3266
|
3296
|
3305
|
3308
|
3311
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3312
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3321
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3338
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3346
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3356
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3376
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3380
|
3383
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3406
|
3413
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3416
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3419
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3432
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3437
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3443
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3450
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3454
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3481
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3494
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3501
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3504
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3515
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3518
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3528
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3530
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3532
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3533
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3535
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3536
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3545
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3550
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3557
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3563
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3576
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3579
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3583
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3588
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3591
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3593
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3596
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3605
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3607
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3617
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3622
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3645
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3653
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3661
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3665
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3669
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3673
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3679
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3682
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3686
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3694
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3698
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3701
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3702
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3703
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3704
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3705
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3706
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3708
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3711
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3712
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4104
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4106
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4108
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4119
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4133
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4137
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4141
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4142
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4144
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4148
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4155
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4164
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4190
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4306
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4414
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4426
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4438
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4526
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4532
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4536
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4540
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4545
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4551
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4557
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4560
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4562
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4566
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4720
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4722
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4725
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4737
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4739
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4746
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4755
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4763
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4764
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4766
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4807
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4904
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4906
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4927
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4952
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4956
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4960
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4961
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4968
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4976
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4989
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4994
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4999
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5007
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5203
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5215
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5225
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5234
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5243
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5258
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5259
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5264
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5269
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5284
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5285
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5288
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5305
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5388
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5434
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5469
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5471
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5484
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5521
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5522
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5525
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5531
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5533
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5534
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5538
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5607
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5608
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5706
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5871
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5876
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5880
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5906
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5907
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6005
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6024
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6108
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6112
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6115
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6116
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6120
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6128
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6131
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6133
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6136
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6209
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6213
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6214
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6215
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6216
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6224
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6225
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6226
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6230
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6235
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6239
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6243
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6251
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6257
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6269
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6271
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6277
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6278
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6281
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6282
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6283
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6285
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6288
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6289
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6405
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6409
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6412
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6414
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6415
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6416
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6431
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6442
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6443
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6449
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6451
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6452
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6456
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6464
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6477
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6504
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6505
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6525
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6531
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6533
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6541
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6552
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6558
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6573
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6579
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6581
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6582
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6591
|
6605
|
6625
|
6641
|
6655
|
6666
|
6668
|
6670
|
6671
|
6674
|
8011
|
8016
|
8021
|
8028
|
8033
|
8039
|
8046
|
8070
|
8072
|
8081
|
8101
|
8103
|
8105
|
8110
|
8112
|
8114
|
8131
|
8150
|
8163
|
8201
|
8210
|
8213
|
8215
|
8222
|
8249
|
8261
|
8271
|
8341
|
8367
|
8374
|
8404
|
8411
|
8422
|
8427
|
8429
|
8442
|
8443
|
8454
|
8462
|
8463
|
8464
|
8466
|
8467
|
8473
|
8478
|
8480
|
8481
|
8482
|
8488
|
8497
|
8499
|
8926
|
8940
|
8996
|
9802
|
9902
|
9904
|
9905
|
9906
|
9907
|
9908
|
9910
|
9911
|
9912
|
9914
|
9917
|
9918
|
9919
|
9921
|
9924
|
9925
|
9926
|
9927
|
9928
|
9929
|
9930
|
9931
|
9933
|
9934
|
9935
|
9937
|
9938
|
9939
|
9940
|
9941
|
9942
|
9943
|
9944
|
9945
|
9946
|
9955
|
9958
|
|
2017-01-03
|
29.64
|
24.95
|
8.27
|
21.50
|
8.57
|
10.11
|
15.54
|
17.65
|
20.83
|
24.73
|
16.80
|
42.14
|
47.81
|
7.33
|
14.19
|
15.13
|
9.83
|
46.42
|
69.38
|
17.28
|
26.72
|
75.77
|
33.08
|
28.77
|
20.31
|
17.87
|
112.48
|
131.07
|
81.28
|
63.17
|
14.66
|
20.28
|
31.29
|
16.63
|
10.45
|
16.71
|
19.18
|
10.43
|
10.05
|
23.08
|
13.55
|
57.95
|
24.60
|
30.53
|
12.41
|
19.84
|
86.58
|
17.31
|
85.75
|
35.91
|
44.08
|
NA
|
22.69
|
8.51
|
21.56
|
5.55
|
5.65
|
22.50
|
5.16
|
17.68
|
36.48
|
6.78
|
16.35
|
26.65
|
4.20
|
34.07
|
14.98
|
4.22
|
15.45
|
11.64
|
9.06
|
14.01
|
4.47
|
7.84
|
8.50
|
17.60
|
8.10
|
4.10
|
34.01
|
18.02
|
7.97
|
7.96
|
8.69
|
8.50
|
9.34
|
8.40
|
15.66
|
16.39
|
20.66
|
11.70
|
13.50
|
10.30
|
9.98
|
18.02
|
6.20
|
20.55
|
27.66
|
10.32
|
25.41
|
312.98
|
116.53
|
38.03
|
25.88
|
14.55
|
40.80
|
6.00
|
17.61
|
8.99
|
14.20
|
15.10
|
10.03
|
16.67
|
71.81
|
31.85
|
10.23
|
106.57
|
13.14
|
86.69
|
9.06
|
32.72
|
26.94
|
14.77
|
28.48
|
42.21
|
43.82
|
118.75
|
139.13
|
8.62
|
25.49
|
11.42
|
47.19
|
138.76
|
58.18
|
30.97
|
68.03
|
52.33
|
NA
|
97.33
|
237.72
|
49.05
|
37.34
|
21.65
|
17.79
|
10.57
|
7.73
|
5.33
|
6.82
|
8.17
|
22.51
|
9.12
|
5.09
|
6.99
|
7.79
|
24.96
|
17.09
|
55.96
|
158.27
|
24.47
|
13.94
|
22.72
|
19.17
|
13.64
|
13.97
|
7.81
|
27.75
|
8.05
|
29.94
|
13.99
|
36.35
|
112.81
|
15.00
|
12.57
|
72.87
|
11.94
|
34.56
|
12.59
|
13.55
|
37.55
|
23.77
|
11.58
|
44.26
|
26.64
|
NA
|
26.05
|
48.73
|
18.55
|
23.58
|
54.20
|
36.36
|
12.86
|
5.65
|
7.04
|
27.00
|
11.79
|
8.98
|
32.93
|
11.10
|
32.5
|
12.28
|
8.46
|
15.46
|
9.22
|
15.28
|
22.79
|
18.89
|
5.35
|
10.55
|
7.34
|
10.48
|
12.15
|
20.91
|
9.45
|
39.84
|
7.55
|
11.66
|
6.74
|
9.73
|
7.27
|
2.81
|
15.59
|
4.15
|
29.85
|
9.56
|
19.12
|
9.88
|
8.61
|
23.53
|
6.58
|
137.54
|
398.66
|
38.96
|
19.35
|
27.32
|
12.81
|
31.84
|
22.66
|
56.27
|
44.61
|
15.62
|
18.33
|
10.66
|
68.58
|
47.85
|
25.58
|
23.20
|
18.67
|
337.50
|
32.16
|
168.16
|
153.22
|
198.71
|
51.25
|
177.08
|
NA
|
41.84
|
6.55
|
10.56
|
8.05
|
146.72
|
11.26
|
14.64
|
24.61
|
19.58
|
96.08
|
5.34
|
3.51
|
16.50
|
66.13
|
23.56
|
16.34
|
170.87
|
14.92
|
10.56
|
8.89
|
8.65
|
14.07
|
13.70
|
9.05
|
47.48
|
29.80
|
17.02
|
6.99
|
38.54
|
13.71
|
12.31
|
78.40
|
54.56
|
19.40
|
237.04
|
15.28
|
13.87
|
71.63
|
26.32
|
6.50
|
2.49
|
8.80
|
8.84
|
10.45
|
10.99
|
9.61
|
64.45
|
15.33
|
15.70
|
37.52
|
66.87
|
93.99
|
6.70
|
53.78
|
81.89
|
65.72
|
18.25
|
10.05
|
16.87
|
33.40
|
39.95
|
215.96
|
45.31
|
7.82
|
10.44
|
16.05
|
50.10
|
8.16
|
24.55
|
44.08
|
10.23
|
93.66
|
11.85
|
15.09
|
24.64
|
10.96
|
18.63
|
30.37
|
24.36
|
17.19
|
21.00
|
19.83
|
11.33
|
6.87
|
59.07
|
22.62
|
24.87
|
13.64
|
34.42
|
8.72
|
23.89
|
10.00
|
105.85
|
8.87
|
34.63
|
6.78
|
6.16
|
11.11
|
22.56
|
23.23
|
46.16
|
74.82
|
9.72
|
202.81
|
45.33
|
88.56
|
12.81
|
42.58
|
31.01
|
10.25
|
17.72
|
20.35
|
34.91
|
16.00
|
35.15
|
19.39
|
9.74
|
12.60
|
35.36
|
211.49
|
1.29
|
22.69
|
18.47
|
18.51
|
28.29
|
15.75
|
12.69
|
15.06
|
16.48
|
31.49
|
8.98
|
37.40
|
20.41
|
7.56
|
35.46
|
23.23
|
14.93
|
87.92
|
32.08
|
79.2
|
13.00
|
15.49
|
6.40
|
11.53
|
11.14
|
14.38
|
8.99
|
15.71
|
5.85
|
6.79
|
18.07
|
19.41
|
17.76
|
5.83
|
12.74
|
14.07
|
16.58
|
22.02
|
8.77
|
8.24
|
19.52
|
24.00
|
37.70
|
8.94
|
33.65
|
14.52
|
9.25
|
51.80
|
31.79
|
6.79
|
10.66
|
18.17
|
23.63
|
12.25
|
41.04
|
10.32
|
9.07
|
6.97
|
25.82
|
12.05
|
7.58
|
15.85
|
24.28
|
11.96
|
13.00
|
NA
|
17.87
|
34.85
|
19.88
|
27.02
|
23.63
|
11.98
|
15.28
|
22.20
|
8.16
|
14.24
|
153.13
|
25.58
|
36.67
|
195.04
|
122.91
|
76.12
|
28.96
|
44.83
|
14.93
|
25.60
|
7.98
|
14.41
|
11.69
|
26.28
|
17.45
|
7.32
|
8.14
|
7.95
|
10.15
|
7.97
|
13.26
|
23.88
|
12.98
|
12.06
|
10.34
|
13.30
|
13.84
|
47.15
|
44.01
|
7.20
|
15.07
|
11.08
|
20.63
|
10.05
|
7.33
|
7.15
|
7.91
|
16.00
|
15.01
|
NA
|
24.52
|
14.47
|
21.58
|
18.54
|
9.69
|
18.08
|
38.32
|
10.68
|
209.04
|
13.29
|
76.27
|
20.02
|
83.93
|
41.59
|
NA
|
9.92
|
35.89
|
46.03
|
34.42
|
30.24
|
3690.64
|
40.99
|
7.46
|
16.99
|
25.82
|
20.99
|
18.93
|
23.10
|
16.36
|
29.78
|
11.23
|
45.19
|
63.04
|
7.05
|
11.44
|
39.50
|
12.20
|
14.55
|
15.83
|
33.90
|
11.47
|
33.91
|
14.43
|
95.74
|
28.74
|
37.76
|
11.80
|
9.00
|
28.94
|
15.75
|
35.53
|
2.18
|
65.45
|
94.33
|
16.13
|
10.10
|
15.26
|
9.02
|
10.10
|
4.62
|
7.28
|
24.60
|
15.95
|
15.09
|
15.60
|
10.13
|
21.87
|
32.95
|
18.23
|
20.63
|
19.62
|
123.57
|
20.50
|
23.30
|
24.01
|
66.55
|
19.90
|
11.45
|
21.54
|
33.64
|
11.50
|
11.83
|
27.97
|
7.85
|
15.10
|
9.34
|
13.60
|
30.43
|
53.81
|
40.73
|
77.53
|
18.24
|
2.56
|
108.68
|
74.00
|
50.26
|
16.78
|
11.03
|
21.79
|
74.81
|
92.10
|
71.75
|
11.20
|
12.50
|
44.81
|
26.00
|
34.28
|
21.16
|
24.37
|
NA
|
119.75
|
90.33
|
17.40
|
17.38
|
34.50
|
12.83
|
10.96
|
57.72
|
15.15
|
10.80
|
55.48
|
33.21
|
13.35
|
12.15
|
51.37
|
24.44
|
30.66
|
89.29
|
12.04
|
30.38
|
45.35
|
30.46
|
157.18
|
18.86
|
54.96
|
71.46
|
10.40
|
7.22
|
14.10
|
13.25
|
13.88
|
35.91
|
9.64
|
14.29
|
42.04
|
24.17
|
71.33
|
NA
|
NA
|
40.98
|
32.09
|
30.80
|
68.99
|
34.27
|
139.00
|
31.87
|
21.40
|
47.01
|
NA
|
NA
|
41.94
|
78.14
|
11.55
|
17.40
|
80.10
|
135.38
|
20.84
|
28.56
|
91.51
|
NA
|
38.97
|
121.40
|
94.57
|
56.50
|
64.52
|
NA
|
NA
|
NA
|
14.07
|
28.57
|
23.95
|
48.81
|
38.06
|
90.71
|
27.92
|
111.18
|
NA
|
NA
|
NA
|
65.01
|
21.89
|
75.42
|
39.69
|
28.11
|
35.45
|
27.89
|
12.81
|
14.45
|
62.57
|
70.17
|
23.62
|
52.66
|
31.84
|
21.57
|
58.83
|
13.75
|
NA
|
51.03
|
23.14
|
78.42
|
NA
|
69.2
|
46.98
|
49.48
|
70.09
|
24.58
|
29.37
|
29.71
|
35.45
|
35.94
|
9.38
|
77.32
|
254.36
|
51.81
|
32.27
|
73.98
|
22.01
|
70.00
|
76.33
|
16.62
|
28.94
|
6.55
|
7.85
|
9.77
|
9.18
|
31.03
|
13.65
|
9.25
|
14.50
|
54.55
|
25.14
|
14.13
|
13.43
|
29.83
|
50.22
|
NA
|
12.13
|
12.00
|
20.00
|
8.35
|
29.86
|
24.90
|
21.12
|
38.15
|
7.18
|
12.31
|
12.31
|
36.62
|
12.99
|
8.69
|
20.31
|
33.49
|
10.00
|
5.82
|
9.97
|
17.23
|
17.37
|
13.36
|
15.70
|
58.16
|
10.51
|
11.45
|
48.43
|
15.38
|
23.65
|
30.31
|
26.55
|
11.58
|
52.12
|
26.07
|
30.23
|
26.37
|
44.27
|
26.55
|
85.63
|
20.10
|
30.32
|
49.89
|
11.44
|
25.67
|
51.99
|
3.68
|
6.58
|
118.88
|
18.58
|
78.96
|
14.15
|
8.87
|
21.00
|
75.37
|
97.78
|
70.44
|
24.12
|
55.36
|
21.47
|
26.11
|
75.99
|
NA
|
1.91
|
15.70
|
412.93
|
44.02
|
401.54
|
454.51
|
NA
|
8.14
|
41.87
|
10.24
|
27.57
|
94.90
|
350.26
|
85.40
|
112.22
|
17.53
|
142.64
|
98.59
|
43.18
|
66.35
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
79.75
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
20.33
|
90.95
|
19.51
|
NA
|
10.05
|
31.30
|
23.39
|
112.42
|
23.81
|
60.67
|
10.28
|
25.43
|
15.74
|
10.87
|
21.86
|
153.61
|
20.28
|
25.71
|
19.10
|
8.19
|
45.00
|
27.13
|
14.35
|
23.08
|
18.22
|
20.90
|
29.00
|
109.58
|
NA
|
19.44
|
30.89
|
29.95
|
144.04
|
60.29
|
32.83
|
46.18
|
16.86
|
180.97
|
55.68
|
15.65
|
300.02
|
102.93
|
29.99
|
47.26
|
NA
|
NA
|
NA
|
NA
|
39.14
|
NA
|
NA
|
20.14
|
14.6
|
51.21
|
57.57
|
9.52
|
36.75
|
21.41
|
17.41
|
12.94
|
22.52
|
114.35
|
28.81
|
7.73
|
139.17
|
80.63
|
29.57
|
10.26
|
171.80
|
37.16
|
35.87
|
38.20
|
29.74
|
8.35
|
11.00
|
44.99
|
29.19
|
43.46
|
14.58
|
9.13
|
35.96
|
89.14
|
48.50
|
25.21
|
70.22
|
75.24
|
44.06
|
20.28
|
42.71
|
9.12
|
15.90
|
9.21
|
|
2017-01-04
|
29.73
|
24.81
|
8.23
|
21.50
|
8.56
|
10.11
|
15.44
|
17.45
|
20.92
|
24.68
|
16.80
|
43.51
|
47.54
|
7.34
|
14.28
|
15.09
|
9.60
|
46.32
|
69.47
|
17.28
|
27.01
|
75.95
|
33.17
|
28.82
|
20.31
|
17.87
|
114.32
|
130.62
|
81.47
|
63.62
|
14.70
|
20.83
|
31.42
|
16.55
|
11.10
|
16.83
|
19.13
|
10.51
|
10.00
|
23.17
|
13.43
|
57.58
|
24.65
|
31.12
|
12.55
|
19.89
|
86.49
|
17.65
|
85.29
|
35.86
|
45.04
|
NA
|
22.64
|
8.54
|
21.56
|
5.58
|
5.65
|
22.33
|
5.16
|
17.60
|
36.43
|
6.76
|
16.40
|
26.97
|
4.17
|
34.15
|
15.07
|
4.35
|
15.45
|
11.54
|
9.06
|
14.09
|
4.39
|
7.85
|
8.41
|
17.31
|
8.06
|
4.17
|
34.08
|
18.51
|
8.08
|
8.00
|
8.69
|
8.47
|
9.39
|
8.42
|
15.71
|
16.46
|
20.82
|
11.60
|
13.45
|
10.30
|
9.89
|
18.02
|
6.23
|
20.55
|
27.75
|
10.27
|
25.71
|
303.71
|
116.07
|
38.03
|
25.93
|
14.50
|
40.71
|
6.02
|
17.61
|
8.98
|
14.29
|
15.01
|
10.03
|
16.77
|
71.55
|
31.90
|
10.18
|
107.04
|
13.23
|
84.82
|
9.09
|
32.72
|
27.13
|
14.81
|
28.39
|
42.41
|
43.77
|
118.75
|
140.02
|
8.61
|
25.49
|
11.56
|
50.24
|
139.64
|
57.72
|
30.92
|
67.81
|
52.14
|
NA
|
98.73
|
232.51
|
49.51
|
38.67
|
20.90
|
17.84
|
10.70
|
7.79
|
5.39
|
7.22
|
8.17
|
22.37
|
9.08
|
5.06
|
6.99
|
7.75
|
25.01
|
17.09
|
55.87
|
163.91
|
24.60
|
13.94
|
22.67
|
19.17
|
13.68
|
13.97
|
7.81
|
27.79
|
8.20
|
29.99
|
14.08
|
36.67
|
113.74
|
15.05
|
12.53
|
73.05
|
11.94
|
34.61
|
12.63
|
13.70
|
37.46
|
23.87
|
11.53
|
44.60
|
26.78
|
NA
|
26.15
|
48.91
|
18.63
|
23.48
|
54.39
|
36.41
|
12.82
|
5.53
|
7.04
|
27.00
|
11.83
|
8.93
|
32.80
|
11.15
|
32.7
|
12.41
|
8.43
|
15.41
|
9.29
|
15.55
|
23.03
|
19.07
|
5.41
|
10.60
|
7.34
|
10.53
|
12.10
|
20.91
|
9.85
|
39.75
|
7.50
|
11.79
|
6.81
|
9.81
|
7.35
|
2.88
|
15.68
|
4.00
|
31.16
|
9.56
|
19.43
|
9.88
|
8.66
|
23.44
|
6.53
|
142.19
|
399.62
|
38.96
|
19.39
|
27.46
|
12.91
|
32.17
|
22.70
|
56.54
|
44.47
|
15.57
|
18.42
|
10.56
|
68.76
|
47.94
|
25.58
|
23.64
|
18.67
|
338.89
|
32.04
|
168.59
|
158.23
|
197.93
|
50.54
|
176.14
|
NA
|
43.14
|
6.50
|
10.51
|
8.15
|
145.79
|
11.26
|
14.69
|
24.61
|
19.36
|
95.97
|
5.46
|
3.51
|
16.50
|
66.35
|
23.98
|
16.34
|
170.87
|
14.92
|
10.51
|
8.85
|
8.71
|
14.07
|
13.65
|
9.09
|
49.13
|
29.57
|
17.02
|
6.99
|
38.45
|
13.80
|
12.31
|
78.40
|
55.37
|
19.49
|
237.04
|
15.28
|
13.83
|
72.01
|
26.41
|
6.49
|
2.45
|
8.79
|
8.88
|
10.55
|
10.99
|
9.60
|
64.81
|
15.28
|
15.70
|
37.35
|
67.05
|
92.61
|
6.70
|
53.78
|
87.77
|
65.54
|
18.31
|
10.25
|
16.77
|
33.49
|
40.21
|
213.82
|
45.14
|
7.83
|
10.44
|
15.95
|
49.95
|
8.28
|
24.80
|
44.46
|
10.18
|
94.58
|
11.80
|
15.05
|
25.49
|
11.10
|
18.82
|
30.42
|
24.90
|
17.19
|
21.00
|
19.83
|
11.37
|
6.83
|
59.07
|
22.48
|
24.83
|
13.50
|
34.77
|
8.57
|
24.17
|
9.77
|
104.55
|
8.68
|
34.46
|
6.87
|
6.16
|
11.16
|
22.95
|
23.36
|
45.90
|
75.60
|
9.67
|
200.95
|
45.33
|
88.94
|
12.61
|
42.15
|
30.92
|
10.15
|
17.58
|
20.30
|
35.41
|
15.66
|
35.25
|
20.31
|
9.74
|
12.60
|
35.95
|
210.08
|
1.32
|
22.69
|
18.41
|
18.56
|
28.75
|
15.84
|
12.69
|
15.06
|
16.66
|
31.54
|
8.97
|
37.49
|
20.32
|
7.86
|
35.21
|
23.27
|
14.89
|
86.21
|
32.42
|
81.8
|
13.10
|
15.49
|
6.42
|
11.34
|
10.90
|
14.22
|
8.99
|
15.71
|
5.85
|
6.76
|
18.07
|
19.36
|
17.76
|
5.83
|
12.65
|
13.96
|
16.93
|
22.02
|
8.76
|
8.22
|
19.22
|
24.00
|
37.90
|
8.90
|
33.65
|
14.52
|
9.29
|
51.72
|
32.14
|
6.82
|
10.71
|
18.31
|
23.54
|
12.25
|
40.76
|
10.24
|
9.07
|
6.82
|
25.72
|
12.05
|
7.55
|
15.75
|
24.36
|
11.91
|
13.00
|
NA
|
17.82
|
35.16
|
19.47
|
27.15
|
23.44
|
11.98
|
15.24
|
22.25
|
8.16
|
14.24
|
153.13
|
25.58
|
36.76
|
193.05
|
126.64
|
76.02
|
28.73
|
45.94
|
14.84
|
25.55
|
7.97
|
14.31
|
11.65
|
26.28
|
17.45
|
7.31
|
8.15
|
7.97
|
10.10
|
7.97
|
12.75
|
23.83
|
12.98
|
12.06
|
10.16
|
13.45
|
13.80
|
46.87
|
43.92
|
7.20
|
15.07
|
11.08
|
20.94
|
10.05
|
7.37
|
7.16
|
7.89
|
16.09
|
15.10
|
NA
|
24.47
|
14.42
|
21.67
|
18.54
|
9.78
|
17.76
|
36.45
|
10.58
|
205.00
|
13.19
|
77.26
|
20.02
|
83.53
|
43.02
|
NA
|
9.97
|
36.17
|
46.08
|
34.64
|
30.10
|
3676.05
|
40.99
|
7.36
|
16.90
|
26.00
|
21.13
|
20.80
|
22.92
|
16.50
|
29.88
|
11.28
|
45.79
|
63.22
|
7.03
|
11.49
|
39.13
|
12.25
|
14.55
|
16.01
|
33.99
|
11.47
|
33.96
|
14.43
|
96.18
|
29.49
|
37.54
|
11.99
|
8.99
|
29.01
|
15.80
|
35.40
|
2.11
|
66.26
|
96.14
|
16.17
|
9.96
|
15.35
|
8.97
|
10.19
|
4.47
|
7.26
|
24.37
|
15.95
|
15.04
|
15.60
|
10.23
|
22.07
|
32.90
|
18.32
|
20.67
|
20.36
|
123.13
|
20.75
|
23.00
|
24.01
|
66.83
|
20.27
|
11.45
|
21.33
|
33.45
|
11.50
|
11.87
|
28.28
|
7.79
|
15.25
|
9.35
|
13.79
|
30.74
|
54.35
|
40.22
|
77.53
|
18.42
|
2.60
|
108.18
|
74.09
|
49.62
|
16.54
|
10.94
|
21.88
|
75.85
|
91.75
|
71.50
|
11.25
|
12.50
|
44.90
|
26.20
|
34.78
|
21.16
|
24.54
|
NA
|
119.93
|
90.05
|
17.35
|
17.43
|
33.93
|
12.83
|
11.11
|
56.97
|
15.45
|
11.85
|
55.86
|
33.07
|
13.40
|
12.40
|
52.00
|
24.39
|
30.80
|
89.83
|
11.99
|
30.28
|
45.87
|
29.96
|
158.11
|
18.86
|
54.96
|
72.48
|
10.45
|
7.34
|
14.50
|
13.30
|
13.78
|
36.15
|
9.64
|
14.19
|
42.13
|
24.95
|
71.24
|
NA
|
NA
|
40.89
|
32.00
|
30.70
|
68.90
|
34.45
|
144.52
|
31.73
|
21.54
|
46.82
|
NA
|
NA
|
41.61
|
78.52
|
11.65
|
17.45
|
79.73
|
133.52
|
20.74
|
28.43
|
92.42
|
NA
|
39.01
|
122.79
|
93.72
|
56.97
|
64.34
|
NA
|
NA
|
NA
|
14.17
|
28.91
|
24.20
|
51.07
|
38.80
|
90.52
|
28.19
|
111.65
|
NA
|
NA
|
NA
|
66.01
|
22.12
|
75.61
|
39.05
|
28.11
|
35.91
|
27.98
|
12.86
|
14.65
|
62.47
|
70.89
|
23.66
|
51.56
|
32.26
|
21.81
|
58.83
|
14.10
|
NA
|
51.82
|
24.12
|
77.71
|
NA
|
68.9
|
47.25
|
48.48
|
69.81
|
24.18
|
29.37
|
29.88
|
35.72
|
36.03
|
9.76
|
77.32
|
251.58
|
51.27
|
32.46
|
73.43
|
22.06
|
70.72
|
76.07
|
16.67
|
28.81
|
6.56
|
7.85
|
9.68
|
9.19
|
31.07
|
13.65
|
9.29
|
14.36
|
54.55
|
25.71
|
14.18
|
13.48
|
29.91
|
50.49
|
NA
|
12.13
|
12.00
|
20.19
|
8.20
|
29.90
|
24.81
|
21.16
|
37.98
|
7.19
|
12.36
|
12.41
|
36.70
|
12.89
|
8.63
|
20.31
|
34.08
|
10.24
|
5.82
|
10.10
|
17.13
|
17.37
|
13.32
|
15.25
|
58.91
|
10.46
|
11.60
|
49.04
|
15.61
|
23.60
|
30.26
|
26.64
|
11.49
|
52.62
|
26.76
|
30.23
|
26.63
|
44.09
|
26.95
|
86.34
|
20.15
|
30.96
|
49.63
|
11.44
|
25.62
|
51.99
|
3.80
|
6.48
|
120.23
|
18.58
|
79.05
|
14.15
|
9.08
|
21.00
|
75.81
|
100.49
|
70.44
|
24.31
|
55.36
|
21.47
|
26.59
|
76.42
|
NA
|
1.96
|
15.65
|
418.48
|
43.80
|
395.42
|
472.21
|
NA
|
8.14
|
42.45
|
10.58
|
28.61
|
94.05
|
350.26
|
86.71
|
112.22
|
17.77
|
142.17
|
98.59
|
42.93
|
66.26
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
79.56
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
20.38
|
88.63
|
19.91
|
NA
|
10.05
|
31.94
|
23.63
|
112.42
|
23.65
|
61.28
|
10.34
|
25.25
|
15.70
|
10.91
|
22.16
|
154.49
|
20.33
|
25.29
|
19.28
|
8.07
|
45.08
|
27.27
|
14.11
|
23.56
|
18.22
|
21.19
|
28.95
|
109.11
|
NA
|
19.39
|
30.97
|
29.99
|
143.60
|
60.02
|
32.93
|
46.08
|
16.96
|
179.10
|
55.68
|
15.65
|
294.88
|
101.64
|
29.81
|
46.90
|
NA
|
NA
|
NA
|
NA
|
39.50
|
NA
|
NA
|
20.05
|
14.3
|
51.85
|
57.30
|
9.51
|
37.20
|
21.32
|
17.29
|
12.89
|
22.47
|
118.08
|
28.38
|
7.76
|
140.13
|
80.36
|
29.47
|
10.21
|
172.74
|
37.08
|
35.83
|
38.20
|
30.44
|
8.35
|
11.05
|
44.99
|
29.19
|
43.42
|
14.71
|
9.08
|
35.87
|
90.54
|
48.87
|
25.21
|
70.50
|
74.78
|
44.15
|
20.09
|
42.83
|
9.20
|
15.90
|
9.20
|
|
2017-01-05
|
29.73
|
24.95
|
8.24
|
21.54
|
8.61
|
10.09
|
15.44
|
17.50
|
20.92
|
24.60
|
16.80
|
43.60
|
48.53
|
7.34
|
14.28
|
15.13
|
9.69
|
46.47
|
69.65
|
17.36
|
27.10
|
76.13
|
33.21
|
28.77
|
20.34
|
17.97
|
114.32
|
132.87
|
81.56
|
65.12
|
14.57
|
20.58
|
31.51
|
16.46
|
10.85
|
16.92
|
19.04
|
10.51
|
10.05
|
23.17
|
13.43
|
57.67
|
24.75
|
31.12
|
12.45
|
19.89
|
87.20
|
17.65
|
85.93
|
37.10
|
45.12
|
NA
|
23.01
|
8.55
|
21.65
|
5.60
|
5.70
|
22.37
|
5.15
|
16.89
|
36.39
|
6.74
|
16.50
|
26.97
|
4.17
|
34.20
|
15.07
|
4.01
|
15.55
|
11.69
|
9.19
|
14.01
|
4.41
|
7.86
|
8.44
|
17.36
|
8.12
|
4.07
|
34.22
|
18.46
|
7.93
|
7.98
|
8.75
|
8.69
|
9.48
|
8.49
|
15.75
|
16.39
|
20.82
|
11.65
|
13.60
|
10.40
|
9.89
|
18.44
|
6.34
|
20.81
|
27.80
|
10.18
|
25.71
|
299.54
|
114.25
|
38.08
|
26.11
|
14.45
|
40.71
|
5.88
|
18.34
|
8.97
|
14.29
|
16.49
|
10.03
|
16.81
|
71.64
|
31.94
|
10.28
|
108.46
|
13.23
|
83.88
|
9.09
|
29.08
|
27.22
|
14.81
|
28.43
|
43.39
|
45.58
|
121.55
|
141.79
|
8.64
|
25.45
|
11.83
|
50.51
|
140.94
|
59.46
|
32.48
|
69.32
|
52.43
|
NA
|
98.26
|
231.56
|
50.61
|
38.17
|
20.85
|
17.69
|
10.84
|
7.89
|
5.43
|
7.14
|
8.34
|
22.51
|
9.12
|
5.08
|
7.03
|
7.79
|
24.92
|
17.09
|
57.15
|
172.36
|
24.74
|
13.98
|
23.43
|
19.12
|
13.68
|
13.97
|
7.78
|
28.00
|
8.28
|
29.89
|
14.31
|
36.71
|
112.81
|
15.00
|
12.62
|
72.87
|
11.85
|
34.79
|
12.63
|
13.65
|
37.33
|
24.11
|
11.63
|
44.89
|
26.73
|
NA
|
26.25
|
48.73
|
18.72
|
23.78
|
53.81
|
36.97
|
12.91
|
5.66
|
7.03
|
27.20
|
11.83
|
9.07
|
32.80
|
11.69
|
33.0
|
13.62
|
9.03
|
15.91
|
10.21
|
16.44
|
23.17
|
19.07
|
5.49
|
10.65
|
7.59
|
10.53
|
12.19
|
20.81
|
10.00
|
39.79
|
7.52
|
11.79
|
6.75
|
9.86
|
7.36
|
2.94
|
15.72
|
4.00
|
31.55
|
9.61
|
19.52
|
10.02
|
8.72
|
23.83
|
6.51
|
141.26
|
396.72
|
39.01
|
19.44
|
27.55
|
13.30
|
32.60
|
22.86
|
56.54
|
44.61
|
15.57
|
18.50
|
10.71
|
68.32
|
48.96
|
25.68
|
23.69
|
18.71
|
337.97
|
31.81
|
169.01
|
160.06
|
197.93
|
51.51
|
174.26
|
NA
|
42.62
|
6.47
|
10.56
|
8.35
|
147.18
|
11.45
|
14.78
|
24.22
|
19.42
|
95.74
|
5.50
|
3.55
|
16.64
|
67.24
|
23.60
|
16.48
|
171.34
|
15.01
|
10.71
|
9.18
|
8.73
|
14.32
|
13.46
|
9.18
|
49.59
|
29.66
|
17.02
|
7.09
|
38.68
|
13.94
|
12.54
|
78.22
|
55.19
|
19.80
|
238.81
|
15.09
|
13.87
|
73.42
|
27.36
|
6.56
|
2.45
|
8.85
|
8.99
|
10.50
|
11.03
|
9.60
|
64.69
|
15.28
|
15.75
|
38.75
|
68.58
|
93.53
|
6.67
|
53.78
|
90.43
|
65.72
|
18.47
|
10.30
|
16.82
|
33.63
|
41.30
|
216.39
|
45.14
|
7.95
|
10.62
|
16.05
|
50.10
|
8.25
|
24.50
|
45.15
|
10.44
|
95.49
|
11.90
|
14.96
|
25.59
|
10.86
|
18.91
|
30.67
|
24.95
|
17.23
|
21.75
|
19.83
|
11.51
|
6.83
|
59.90
|
22.34
|
24.70
|
13.40
|
35.03
|
8.57
|
24.28
|
9.98
|
103.69
|
8.78
|
34.72
|
6.92
|
6.18
|
11.25
|
24.28
|
23.71
|
45.64
|
75.87
|
9.76
|
202.81
|
45.75
|
89.06
|
12.56
|
41.85
|
31.05
|
10.30
|
17.49
|
20.25
|
35.63
|
15.94
|
35.40
|
19.85
|
9.74
|
12.51
|
35.99
|
207.74
|
1.34
|
22.61
|
18.25
|
18.61
|
28.70
|
15.84
|
12.69
|
15.10
|
16.66
|
31.30
|
9.40
|
37.53
|
20.45
|
7.51
|
35.21
|
23.19
|
14.80
|
86.21
|
32.91
|
81.3
|
13.55
|
15.49
|
6.39
|
11.34
|
10.99
|
14.18
|
8.99
|
15.80
|
5.89
|
6.76
|
18.30
|
19.41
|
17.72
|
5.74
|
12.65
|
14.26
|
16.71
|
21.97
|
8.74
|
8.20
|
19.10
|
24.50
|
38.11
|
8.90
|
33.35
|
14.56
|
9.30
|
51.80
|
32.31
|
6.87
|
10.61
|
18.50
|
23.35
|
12.34
|
40.71
|
10.39
|
9.09
|
7.03
|
26.06
|
12.14
|
7.67
|
15.75
|
24.41
|
12.05
|
13.27
|
NA
|
18.20
|
35.16
|
19.79
|
27.15
|
23.53
|
12.07
|
15.24
|
22.44
|
8.18
|
14.24
|
152.68
|
24.94
|
36.67
|
203.02
|
127.57
|
75.93
|
28.87
|
45.85
|
14.93
|
26.23
|
7.96
|
14.22
|
11.69
|
26.36
|
17.45
|
7.34
|
8.14
|
7.99
|
10.15
|
7.97
|
12.71
|
23.79
|
12.98
|
12.15
|
10.25
|
13.57
|
13.92
|
47.15
|
44.38
|
7.23
|
15.11
|
11.18
|
21.12
|
10.13
|
7.44
|
7.16
|
7.97
|
16.27
|
15.23
|
NA
|
24.52
|
14.42
|
21.67
|
18.46
|
9.83
|
17.71
|
35.42
|
10.87
|
207.25
|
13.33
|
77.26
|
19.78
|
84.73
|
45.81
|
NA
|
10.01
|
36.59
|
46.22
|
35.17
|
30.92
|
3938.63
|
40.86
|
7.30
|
18.08
|
26.17
|
21.30
|
22.08
|
23.01
|
16.54
|
29.97
|
11.28
|
46.33
|
65.30
|
7.00
|
11.54
|
39.25
|
12.35
|
14.51
|
16.14
|
34.30
|
11.70
|
34.23
|
14.51
|
97.53
|
29.39
|
37.54
|
12.08
|
9.11
|
30.92
|
16.10
|
35.48
|
2.16
|
68.24
|
97.04
|
16.27
|
10.01
|
15.30
|
9.15
|
10.33
|
4.45
|
7.31
|
24.54
|
15.95
|
14.96
|
15.60
|
10.32
|
22.27
|
32.74
|
18.32
|
20.67
|
20.22
|
123.57
|
22.80
|
22.75
|
24.20
|
66.74
|
20.76
|
11.40
|
21.07
|
33.45
|
11.55
|
12.11
|
28.41
|
7.85
|
15.25
|
9.63
|
13.84
|
31.10
|
59.73
|
40.47
|
79.12
|
18.79
|
2.72
|
110.67
|
74.09
|
49.99
|
16.74
|
10.94
|
22.46
|
76.33
|
90.69
|
71.50
|
11.62
|
12.50
|
44.64
|
26.25
|
34.83
|
21.21
|
24.58
|
NA
|
119.93
|
90.33
|
17.25
|
17.67
|
33.97
|
12.87
|
11.01
|
56.02
|
15.40
|
12.50
|
55.77
|
33.31
|
14.70
|
12.99
|
52.00
|
24.25
|
30.80
|
89.38
|
12.04
|
32.09
|
49.56
|
30.31
|
160.91
|
19.38
|
55.15
|
74.52
|
10.35
|
7.28
|
14.50
|
13.89
|
13.78
|
36.15
|
9.77
|
14.39
|
42.00
|
24.99
|
71.43
|
NA
|
NA
|
40.94
|
31.86
|
30.65
|
68.99
|
34.36
|
145.44
|
31.87
|
21.50
|
47.34
|
NA
|
NA
|
41.66
|
80.01
|
11.69
|
17.40
|
78.98
|
133.05
|
20.74
|
28.83
|
91.96
|
NA
|
38.97
|
126.48
|
95.42
|
57.82
|
65.39
|
NA
|
NA
|
NA
|
14.22
|
28.95
|
23.75
|
51.07
|
39.03
|
90.34
|
27.92
|
115.39
|
NA
|
NA
|
NA
|
66.46
|
22.62
|
79.20
|
38.96
|
28.28
|
36.05
|
27.98
|
13.10
|
14.65
|
62.11
|
69.82
|
23.57
|
50.63
|
32.73
|
21.71
|
59.10
|
14.85
|
NA
|
52.80
|
25.14
|
79.31
|
NA
|
68.7
|
47.25
|
48.30
|
69.52
|
24.36
|
29.37
|
30.08
|
35.72
|
35.67
|
9.54
|
77.05
|
276.55
|
51.63
|
32.92
|
73.52
|
22.94
|
72.33
|
76.33
|
16.81
|
28.90
|
6.46
|
7.84
|
9.63
|
9.13
|
30.94
|
13.65
|
9.29
|
14.31
|
54.30
|
25.71
|
14.33
|
13.67
|
30.26
|
50.67
|
NA
|
12.22
|
12.00
|
20.37
|
8.21
|
30.06
|
25.21
|
21.20
|
38.10
|
7.31
|
12.22
|
12.36
|
36.70
|
12.69
|
8.65
|
20.40
|
33.62
|
10.20
|
5.86
|
10.15
|
17.37
|
17.47
|
13.22
|
15.50
|
57.88
|
10.74
|
11.50
|
49.21
|
15.69
|
23.93
|
30.31
|
26.64
|
11.58
|
52.82
|
26.67
|
30.55
|
26.42
|
44.31
|
27.18
|
85.72
|
20.35
|
33.99
|
49.97
|
11.90
|
25.80
|
51.99
|
3.80
|
6.73
|
119.78
|
18.23
|
78.42
|
14.40
|
9.15
|
21.35
|
75.90
|
98.68
|
70.44
|
24.35
|
55.36
|
21.38
|
27.48
|
77.82
|
NA
|
1.96
|
15.65
|
430.52
|
43.89
|
398.72
|
478.12
|
NA
|
8.14
|
43.16
|
10.48
|
28.52
|
94.90
|
361.53
|
86.15
|
111.77
|
17.87
|
142.17
|
99.94
|
42.76
|
66.26
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
79.28
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
20.72
|
88.63
|
19.96
|
NA
|
10.09
|
31.89
|
23.96
|
113.72
|
23.65
|
60.67
|
10.40
|
25.66
|
15.99
|
11.01
|
22.46
|
154.05
|
20.41
|
26.18
|
19.46
|
8.08
|
45.00
|
27.72
|
14.30
|
23.51
|
18.26
|
21.52
|
29.04
|
111.00
|
NA
|
19.24
|
31.56
|
29.55
|
143.60
|
60.48
|
33.95
|
46.28
|
17.01
|
179.10
|
56.08
|
15.78
|
297.68
|
100.36
|
29.72
|
47.26
|
NA
|
NA
|
NA
|
NA
|
40.40
|
NA
|
NA
|
20.10
|
14.1
|
51.49
|
57.30
|
9.71
|
37.34
|
21.32
|
17.29
|
12.94
|
22.52
|
120.88
|
28.72
|
7.79
|
140.61
|
80.73
|
29.47
|
10.35
|
180.27
|
36.86
|
35.83
|
38.20
|
30.48
|
8.35
|
11.40
|
45.33
|
29.23
|
43.20
|
14.71
|
9.05
|
36.14
|
89.89
|
49.23
|
25.29
|
71.32
|
74.24
|
44.06
|
20.28
|
42.89
|
9.24
|
16.10
|
9.25
|
|
2017-01-06
|
29.73
|
24.95
|
8.21
|
21.41
|
8.57
|
10.11
|
15.39
|
17.45
|
21.10
|
24.43
|
16.85
|
43.74
|
48.53
|
7.38
|
14.23
|
15.09
|
9.78
|
46.32
|
69.83
|
17.32
|
26.97
|
76.31
|
33.17
|
28.77
|
20.69
|
17.97
|
114.78
|
131.97
|
81.65
|
65.12
|
14.52
|
20.62
|
31.42
|
16.63
|
10.95
|
16.75
|
19.41
|
10.60
|
10.05
|
23.12
|
13.49
|
58.41
|
24.80
|
30.76
|
12.45
|
19.89
|
86.94
|
17.75
|
86.39
|
37.14
|
45.04
|
NA
|
23.11
|
8.55
|
21.65
|
5.65
|
5.70
|
22.46
|
5.15
|
16.89
|
36.75
|
6.73
|
16.40
|
27.24
|
4.18
|
34.20
|
15.30
|
4.40
|
15.40
|
12.07
|
9.12
|
14.09
|
4.58
|
7.87
|
8.46
|
17.85
|
8.20
|
4.10
|
34.15
|
18.51
|
7.95
|
7.97
|
8.94
|
8.80
|
9.53
|
8.44
|
15.66
|
16.58
|
20.70
|
11.60
|
13.55
|
10.50
|
9.85
|
18.44
|
6.39
|
20.55
|
27.80
|
10.18
|
25.97
|
296.76
|
111.52
|
38.08
|
26.02
|
14.65
|
40.98
|
5.90
|
18.66
|
8.90
|
14.58
|
18.10
|
9.98
|
16.95
|
71.73
|
32.07
|
10.37
|
108.46
|
13.23
|
85.85
|
9.37
|
29.08
|
27.13
|
14.95
|
28.34
|
43.25
|
45.58
|
123.89
|
143.56
|
8.55
|
25.31
|
11.83
|
51.05
|
142.25
|
59.73
|
32.48
|
69.00
|
52.99
|
NA
|
99.67
|
238.66
|
53.83
|
38.67
|
20.62
|
17.60
|
10.75
|
7.86
|
5.45
|
7.13
|
8.33
|
22.47
|
9.79
|
5.10
|
7.02
|
7.83
|
24.96
|
17.04
|
57.42
|
170.01
|
25.19
|
13.94
|
23.24
|
19.22
|
13.68
|
14.16
|
7.78
|
28.00
|
8.28
|
29.85
|
14.13
|
36.80
|
111.41
|
15.05
|
12.71
|
72.87
|
12.03
|
34.70
|
12.63
|
13.55
|
37.33
|
24.11
|
11.67
|
44.79
|
26.82
|
NA
|
26.29
|
48.91
|
18.76
|
23.63
|
54.39
|
37.11
|
12.77
|
5.63
|
7.04
|
27.29
|
11.83
|
9.14
|
32.80
|
11.59
|
32.7
|
14.13
|
9.15
|
17.48
|
10.68
|
18.04
|
23.03
|
18.80
|
5.51
|
10.70
|
7.58
|
10.53
|
12.15
|
20.91
|
9.99
|
40.10
|
7.69
|
11.83
|
6.75
|
9.81
|
7.38
|
2.90
|
15.77
|
3.90
|
31.12
|
9.56
|
19.70
|
9.98
|
8.65
|
23.57
|
6.46
|
142.19
|
397.21
|
39.01
|
20.09
|
27.69
|
13.25
|
32.31
|
22.82
|
57.37
|
45.21
|
15.52
|
18.46
|
10.61
|
67.96
|
49.47
|
25.77
|
23.69
|
18.67
|
338.43
|
31.69
|
169.01
|
159.60
|
198.71
|
51.25
|
174.26
|
NA
|
42.66
|
6.54
|
10.74
|
8.43
|
149.50
|
11.50
|
15.01
|
24.71
|
19.36
|
95.51
|
5.42
|
3.56
|
16.59
|
68.25
|
23.37
|
16.34
|
171.80
|
16.19
|
10.76
|
9.74
|
8.80
|
14.27
|
13.84
|
9.09
|
50.42
|
29.85
|
17.02
|
7.04
|
38.45
|
14.07
|
12.64
|
77.94
|
54.92
|
19.76
|
239.70
|
14.85
|
13.69
|
75.77
|
27.03
|
6.54
|
2.52
|
8.86
|
9.01
|
10.60
|
11.12
|
9.65
|
64.81
|
15.28
|
15.89
|
38.23
|
68.31
|
93.07
|
6.64
|
54.14
|
87.58
|
65.01
|
18.47
|
10.25
|
16.92
|
33.44
|
41.04
|
219.81
|
45.66
|
7.86
|
10.53
|
16.60
|
50.40
|
8.33
|
24.35
|
45.48
|
10.70
|
94.12
|
11.80
|
15.01
|
25.54
|
10.86
|
18.68
|
30.97
|
24.81
|
17.28
|
21.75
|
19.73
|
11.42
|
6.88
|
61.01
|
22.96
|
24.75
|
13.45
|
35.07
|
8.68
|
24.17
|
10.20
|
102.83
|
9.65
|
34.63
|
7.11
|
6.15
|
11.35
|
24.28
|
23.89
|
45.64
|
75.25
|
9.85
|
204.67
|
46.22
|
88.94
|
12.56
|
42.64
|
30.92
|
10.35
|
17.63
|
20.35
|
35.77
|
15.76
|
35.40
|
19.66
|
9.88
|
12.64
|
36.27
|
209.14
|
1.32
|
22.87
|
18.31
|
18.61
|
28.70
|
15.84
|
12.74
|
15.24
|
17.60
|
31.30
|
9.45
|
37.70
|
20.68
|
7.69
|
35.56
|
23.23
|
14.89
|
86.21
|
32.86
|
81.2
|
13.35
|
15.49
|
6.38
|
11.44
|
10.95
|
13.97
|
9.07
|
15.80
|
5.85
|
6.75
|
18.30
|
19.36
|
17.67
|
5.74
|
12.74
|
14.37
|
16.75
|
21.93
|
8.79
|
8.24
|
19.10
|
24.05
|
38.36
|
8.90
|
33.22
|
14.47
|
9.34
|
51.80
|
32.09
|
6.86
|
10.94
|
18.68
|
23.73
|
12.44
|
40.67
|
10.49
|
9.09
|
7.15
|
26.35
|
12.19
|
7.71
|
15.75
|
24.36
|
12.10
|
13.18
|
NA
|
18.39
|
35.21
|
19.79
|
27.20
|
23.53
|
12.12
|
15.38
|
22.49
|
8.18
|
14.24
|
152.23
|
24.94
|
36.67
|
206.61
|
129.43
|
75.47
|
28.73
|
46.50
|
14.97
|
25.87
|
7.95
|
14.07
|
11.74
|
25.91
|
17.45
|
7.33
|
8.15
|
7.98
|
10.20
|
7.97
|
12.66
|
23.70
|
13.07
|
12.02
|
10.16
|
13.53
|
13.97
|
47.33
|
44.70
|
7.20
|
15.15
|
11.18
|
21.16
|
10.17
|
7.44
|
7.17
|
8.00
|
16.27
|
15.23
|
NA
|
24.42
|
14.42
|
21.72
|
18.42
|
9.87
|
17.76
|
35.07
|
10.87
|
203.66
|
13.29
|
76.41
|
19.88
|
87.53
|
45.63
|
NA
|
10.06
|
36.63
|
46.27
|
34.78
|
30.83
|
4031.02
|
40.95
|
7.30
|
17.84
|
26.12
|
21.43
|
22.18
|
23.01
|
16.45
|
31.42
|
11.28
|
46.13
|
65.21
|
7.00
|
11.54
|
39.38
|
12.44
|
14.55
|
16.36
|
33.95
|
11.38
|
35.35
|
14.51
|
98.42
|
29.53
|
37.54
|
12.13
|
10.01
|
30.16
|
16.05
|
35.75
|
2.15
|
67.61
|
95.69
|
16.13
|
9.96
|
15.21
|
9.13
|
10.33
|
4.43
|
7.28
|
24.65
|
16.04
|
14.92
|
15.85
|
10.23
|
22.32
|
34.19
|
18.23
|
20.72
|
20.13
|
124.89
|
22.05
|
22.80
|
23.92
|
66.27
|
21.05
|
11.50
|
21.63
|
33.77
|
11.60
|
12.48
|
30.85
|
7.72
|
15.25
|
9.60
|
13.65
|
30.74
|
64.22
|
40.00
|
78.84
|
18.70
|
2.61
|
108.18
|
74.18
|
49.71
|
16.74
|
10.76
|
22.32
|
76.80
|
88.58
|
70.21
|
11.99
|
12.55
|
44.72
|
26.60
|
35.11
|
21.74
|
25.17
|
NA
|
119.38
|
91.74
|
17.40
|
17.72
|
33.59
|
13.05
|
11.01
|
55.54
|
15.40
|
12.10
|
55.77
|
32.84
|
14.60
|
12.83
|
51.55
|
24.15
|
30.71
|
89.92
|
12.14
|
31.85
|
48.61
|
30.21
|
163.71
|
19.38
|
55.43
|
74.52
|
10.35
|
7.25
|
14.35
|
13.79
|
13.72
|
36.20
|
9.77
|
14.58
|
41.81
|
24.99
|
73.74
|
NA
|
NA
|
40.98
|
31.86
|
30.60
|
69.35
|
34.41
|
143.60
|
32.11
|
21.45
|
47.16
|
NA
|
NA
|
42.13
|
79.45
|
11.69
|
17.55
|
78.98
|
132.12
|
20.84
|
28.52
|
91.51
|
NA
|
39.47
|
125.09
|
99.68
|
57.73
|
65.57
|
NA
|
NA
|
NA
|
14.17
|
29.33
|
24.25
|
51.25
|
38.85
|
90.89
|
27.83
|
114.45
|
NA
|
NA
|
NA
|
66.46
|
22.26
|
79.97
|
39.51
|
28.11
|
36.37
|
27.93
|
13.10
|
14.60
|
63.21
|
69.82
|
23.26
|
53.25
|
33.15
|
21.57
|
59.47
|
14.80
|
NA
|
52.09
|
24.75
|
83.29
|
NA
|
67.5
|
47.78
|
48.94
|
68.38
|
24.36
|
29.37
|
33.07
|
35.95
|
35.76
|
10.08
|
77.77
|
282.10
|
51.72
|
32.74
|
73.52
|
22.66
|
72.33
|
76.69
|
16.76
|
28.90
|
6.49
|
7.84
|
9.68
|
9.14
|
30.90
|
13.60
|
9.38
|
14.40
|
54.30
|
25.49
|
14.38
|
13.72
|
30.13
|
50.67
|
NA
|
12.22
|
12.00
|
20.79
|
8.21
|
30.10
|
25.16
|
21.39
|
38.15
|
7.31
|
12.36
|
12.65
|
36.70
|
12.54
|
8.69
|
20.44
|
33.53
|
10.05
|
5.83
|
10.15
|
17.27
|
17.52
|
13.00
|
15.40
|
57.41
|
10.65
|
10.75
|
50.16
|
15.69
|
24.06
|
30.35
|
26.73
|
11.58
|
52.62
|
26.90
|
30.50
|
26.50
|
44.49
|
27.45
|
85.98
|
20.59
|
34.30
|
51.16
|
11.95
|
25.84
|
52.08
|
3.99
|
6.75
|
122.93
|
18.27
|
78.42
|
14.15
|
9.06
|
21.35
|
76.70
|
98.68
|
70.00
|
24.17
|
55.27
|
21.38
|
28.05
|
78.08
|
NA
|
1.96
|
15.70
|
430.52
|
42.73
|
395.42
|
480.08
|
NA
|
8.07
|
42.89
|
10.43
|
28.56
|
95.84
|
357.35
|
86.05
|
112.22
|
17.87
|
141.70
|
98.14
|
42.85
|
66.08
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
78.91
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
20.53
|
89.16
|
19.96
|
NA
|
10.02
|
32.71
|
23.96
|
113.29
|
23.54
|
59.98
|
10.32
|
25.66
|
16.43
|
11.10
|
22.50
|
159.77
|
20.37
|
27.22
|
18.87
|
8.09
|
45.26
|
27.67
|
14.83
|
24.41
|
18.39
|
21.67
|
29.04
|
113.36
|
NA
|
19.00
|
31.39
|
29.81
|
143.60
|
60.20
|
33.72
|
46.08
|
17.01
|
179.10
|
55.68
|
15.78
|
281.79
|
100.36
|
29.62
|
47.71
|
NA
|
NA
|
NA
|
NA
|
40.22
|
NA
|
NA
|
20.14
|
14.3
|
51.21
|
57.57
|
9.85
|
37.47
|
21.36
|
17.20
|
12.99
|
22.61
|
120.88
|
29.11
|
7.81
|
154.05
|
80.45
|
29.47
|
10.40
|
184.04
|
37.08
|
35.74
|
38.34
|
30.18
|
8.35
|
11.35
|
45.16
|
28.91
|
43.55
|
14.54
|
9.05
|
36.09
|
90.26
|
49.60
|
25.21
|
70.86
|
75.60
|
43.89
|
20.09
|
43.12
|
9.24
|
16.30
|
9.19
|
|
2017-01-09
|
29.43
|
24.76
|
8.31
|
21.41
|
8.59
|
10.11
|
15.29
|
17.55
|
21.06
|
24.09
|
16.80
|
43.37
|
48.62
|
7.35
|
14.28
|
14.94
|
9.83
|
46.37
|
69.01
|
17.32
|
27.18
|
76.31
|
33.35
|
28.91
|
20.76
|
18.02
|
114.78
|
129.27
|
81.38
|
65.48
|
14.25
|
19.69
|
31.37
|
16.37
|
10.65
|
16.58
|
19.08
|
10.27
|
10.05
|
23.03
|
13.99
|
57.21
|
24.80
|
30.76
|
12.50
|
19.89
|
86.49
|
17.41
|
85.29
|
37.46
|
44.40
|
NA
|
22.83
|
8.53
|
21.61
|
5.65
|
5.66
|
22.50
|
5.16
|
16.89
|
36.52
|
6.69
|
16.30
|
27.06
|
4.18
|
34.15
|
15.30
|
4.40
|
15.11
|
12.11
|
9.03
|
14.05
|
4.58
|
7.81
|
8.42
|
17.50
|
8.23
|
4.05
|
34.08
|
18.33
|
7.97
|
7.88
|
9.00
|
8.80
|
9.48
|
8.46
|
15.43
|
16.27
|
20.42
|
11.65
|
13.40
|
10.65
|
9.88
|
18.44
|
6.53
|
20.37
|
27.66
|
10.23
|
25.51
|
287.48
|
109.70
|
37.61
|
26.02
|
14.70
|
40.80
|
5.98
|
18.57
|
8.77
|
14.68
|
17.97
|
9.98
|
16.86
|
72.69
|
31.67
|
10.37
|
109.41
|
13.32
|
86.31
|
9.28
|
29.08
|
26.94
|
15.00
|
27.89
|
42.51
|
45.03
|
121.55
|
143.56
|
8.56
|
25.13
|
12.46
|
50.87
|
140.94
|
58.18
|
32.20
|
69.00
|
53.47
|
NA
|
98.26
|
237.24
|
52.36
|
38.30
|
19.96
|
17.45
|
10.75
|
7.80
|
5.38
|
7.11
|
8.30
|
22.51
|
9.70
|
5.14
|
7.02
|
7.76
|
25.30
|
17.04
|
56.96
|
161.56
|
25.14
|
13.98
|
23.28
|
18.98
|
13.59
|
14.16
|
7.83
|
28.08
|
8.20
|
29.58
|
14.08
|
36.58
|
110.95
|
14.69
|
12.62
|
72.78
|
12.08
|
34.75
|
12.72
|
13.55
|
37.51
|
23.97
|
11.63
|
44.65
|
26.73
|
NA
|
25.81
|
48.64
|
18.85
|
23.63
|
53.71
|
36.88
|
12.67
|
5.60
|
7.02
|
27.62
|
11.79
|
9.07
|
32.71
|
11.44
|
32.6
|
13.57
|
8.95
|
18.42
|
10.40
|
18.08
|
22.89
|
18.71
|
5.49
|
10.85
|
7.45
|
10.62
|
12.10
|
21.00
|
9.90
|
40.10
|
7.76
|
11.83
|
6.70
|
9.86
|
7.32
|
2.90
|
15.72
|
4.00
|
30.59
|
9.43
|
19.47
|
9.93
|
8.70
|
23.31
|
6.46
|
142.65
|
391.88
|
38.62
|
20.79
|
27.64
|
13.45
|
32.69
|
22.70
|
57.92
|
45.12
|
15.38
|
18.75
|
10.71
|
68.94
|
48.79
|
25.68
|
23.69
|
18.62
|
337.04
|
31.46
|
167.74
|
159.60
|
195.62
|
51.25
|
182.26
|
NA
|
42.79
|
6.44
|
10.74
|
8.27
|
149.50
|
11.50
|
15.06
|
25.01
|
19.20
|
95.17
|
5.54
|
3.51
|
16.50
|
68.81
|
23.42
|
16.19
|
171.80
|
15.91
|
10.32
|
9.89
|
8.81
|
14.17
|
13.55
|
9.00
|
49.13
|
29.75
|
17.66
|
6.99
|
39.61
|
14.07
|
12.50
|
78.50
|
55.37
|
20.64
|
238.81
|
14.89
|
13.51
|
75.49
|
26.98
|
6.88
|
2.45
|
8.78
|
9.11
|
10.40
|
11.17
|
9.70
|
64.81
|
15.10
|
15.94
|
37.57
|
66.96
|
93.07
|
6.68
|
55.21
|
87.22
|
64.75
|
18.20
|
11.25
|
16.67
|
33.40
|
41.34
|
220.24
|
45.92
|
7.90
|
10.48
|
16.55
|
50.10
|
8.62
|
22.95
|
45.39
|
10.95
|
93.21
|
11.70
|
15.09
|
26.70
|
10.71
|
18.86
|
31.48
|
25.35
|
17.10
|
21.60
|
19.68
|
11.28
|
6.98
|
61.20
|
22.96
|
24.53
|
13.55
|
34.94
|
8.62
|
23.84
|
9.85
|
101.53
|
9.89
|
35.17
|
7.09
|
6.10
|
11.30
|
23.84
|
23.54
|
45.99
|
75.60
|
9.76
|
201.88
|
45.85
|
88.69
|
11.49
|
42.88
|
30.84
|
10.30
|
15.94
|
20.30
|
35.68
|
15.84
|
35.40
|
19.20
|
9.84
|
12.73
|
36.18
|
210.08
|
1.33
|
22.96
|
18.25
|
18.61
|
28.65
|
15.84
|
12.78
|
15.15
|
17.11
|
31.82
|
9.13
|
35.90
|
20.86
|
7.99
|
35.21
|
23.32
|
14.75
|
86.21
|
32.81
|
79.2
|
13.15
|
15.45
|
6.62
|
11.39
|
10.85
|
13.97
|
8.94
|
15.85
|
5.80
|
6.75
|
18.39
|
19.54
|
17.67
|
6.00
|
12.65
|
14.45
|
17.01
|
21.97
|
8.76
|
8.17
|
18.95
|
23.85
|
38.32
|
8.94
|
33.22
|
14.43
|
9.37
|
52.23
|
32.18
|
6.84
|
11.03
|
18.45
|
23.58
|
12.44
|
40.62
|
10.43
|
9.12
|
7.09
|
26.01
|
12.14
|
7.60
|
15.85
|
24.23
|
12.01
|
13.18
|
NA
|
18.24
|
34.76
|
19.88
|
27.24
|
23.39
|
12.03
|
15.24
|
22.30
|
8.15
|
14.19
|
152.68
|
24.89
|
36.45
|
204.22
|
126.17
|
77.04
|
28.91
|
46.87
|
14.93
|
25.64
|
7.97
|
14.22
|
11.74
|
26.11
|
17.49
|
7.30
|
8.15
|
8.01
|
10.10
|
7.96
|
12.71
|
23.70
|
13.02
|
11.88
|
10.16
|
13.45
|
14.01
|
47.42
|
44.93
|
7.18
|
14.98
|
11.13
|
20.85
|
10.09
|
7.33
|
7.15
|
7.97
|
16.27
|
15.19
|
NA
|
24.42
|
14.42
|
21.63
|
18.38
|
9.92
|
17.90
|
32.42
|
10.63
|
204.11
|
13.24
|
80.10
|
19.98
|
86.73
|
44.24
|
NA
|
9.97
|
36.54
|
46.27
|
36.18
|
30.10
|
3899.73
|
40.95
|
7.18
|
17.65
|
25.91
|
21.17
|
21.54
|
23.19
|
16.32
|
30.75
|
11.23
|
46.23
|
64.85
|
7.00
|
11.29
|
39.25
|
12.49
|
14.51
|
16.28
|
33.77
|
11.51
|
34.45
|
14.47
|
95.74
|
29.77
|
37.23
|
11.94
|
10.06
|
30.27
|
16.10
|
35.44
|
2.11
|
65.81
|
95.24
|
15.90
|
10.01
|
15.30
|
8.90
|
10.33
|
4.23
|
7.26
|
24.48
|
16.23
|
14.79
|
15.30
|
9.94
|
22.22
|
35.10
|
17.90
|
20.55
|
20.03
|
124.45
|
21.25
|
23.15
|
26.31
|
65.62
|
20.68
|
11.60
|
21.54
|
34.00
|
11.60
|
12.30
|
30.63
|
7.54
|
15.00
|
9.55
|
13.55
|
30.52
|
64.75
|
38.81
|
78.18
|
18.20
|
2.48
|
104.71
|
73.40
|
48.53
|
16.78
|
10.71
|
22.12
|
75.85
|
86.82
|
71.15
|
11.90
|
12.35
|
45.07
|
26.00
|
35.06
|
21.16
|
25.04
|
NA
|
115.34
|
91.83
|
17.25
|
17.67
|
33.73
|
13.05
|
10.96
|
54.98
|
15.15
|
11.80
|
55.58
|
32.47
|
14.20
|
12.51
|
51.01
|
23.82
|
30.62
|
88.75
|
12.04
|
31.85
|
47.15
|
29.72
|
159.98
|
19.33
|
55.72
|
73.09
|
10.25
|
7.03
|
14.50
|
13.54
|
13.40
|
36.01
|
9.59
|
14.39
|
41.77
|
24.91
|
71.33
|
NA
|
NA
|
40.67
|
31.43
|
30.15
|
68.08
|
33.89
|
138.08
|
31.77
|
21.40
|
46.59
|
NA
|
NA
|
41.94
|
78.42
|
11.74
|
18.20
|
79.35
|
130.26
|
20.74
|
28.61
|
92.42
|
NA
|
40.02
|
123.71
|
100.11
|
59.51
|
65.48
|
NA
|
NA
|
NA
|
14.22
|
29.54
|
23.50
|
50.55
|
38.53
|
90.80
|
27.11
|
116.32
|
NA
|
NA
|
NA
|
66.37
|
22.30
|
81.23
|
40.05
|
28.88
|
35.91
|
27.98
|
13.10
|
14.35
|
61.19
|
69.73
|
23.39
|
51.56
|
32.56
|
20.20
|
59.10
|
14.25
|
NA
|
51.47
|
24.75
|
80.19
|
NA
|
67.7
|
47.69
|
48.48
|
67.62
|
24.71
|
29.32
|
32.25
|
35.31
|
36.03
|
10.00
|
78.13
|
273.32
|
51.81
|
32.23
|
71.23
|
22.94
|
71.70
|
77.13
|
16.20
|
30.02
|
6.57
|
7.84
|
9.68
|
9.14
|
30.94
|
13.60
|
9.34
|
14.45
|
54.30
|
25.45
|
14.28
|
13.67
|
29.91
|
50.67
|
NA
|
12.22
|
12.00
|
20.93
|
8.20
|
30.10
|
24.72
|
21.43
|
38.06
|
7.51
|
12.27
|
12.50
|
36.97
|
12.54
|
8.69
|
20.40
|
32.75
|
10.39
|
6.00
|
10.05
|
17.08
|
17.52
|
12.72
|
13.90
|
56.93
|
10.60
|
10.75
|
48.95
|
15.61
|
24.02
|
30.35
|
26.51
|
11.58
|
52.42
|
26.62
|
30.08
|
26.33
|
44.45
|
27.18
|
86.43
|
20.35
|
33.62
|
51.08
|
11.90
|
25.92
|
52.17
|
3.60
|
6.71
|
131.48
|
18.00
|
79.33
|
14.05
|
9.03
|
21.35
|
77.40
|
96.43
|
69.91
|
23.99
|
55.18
|
21.02
|
28.33
|
78.60
|
NA
|
1.92
|
15.46
|
424.04
|
42.64
|
402.96
|
468.77
|
NA
|
8.10
|
41.96
|
10.09
|
28.83
|
91.22
|
351.51
|
86.05
|
111.77
|
17.82
|
140.29
|
98.14
|
42.68
|
65.54
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
79.00
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
19.84
|
82.03
|
19.86
|
NA
|
10.16
|
33.16
|
23.72
|
111.55
|
23.43
|
59.54
|
10.28
|
25.66
|
16.43
|
11.15
|
22.75
|
161.97
|
19.89
|
26.85
|
18.42
|
8.11
|
44.91
|
27.18
|
14.45
|
24.46
|
18.22
|
21.81
|
29.04
|
116.20
|
NA
|
18.80
|
31.06
|
29.51
|
141.84
|
62.23
|
33.16
|
46.08
|
17.01
|
177.70
|
55.61
|
15.78
|
269.64
|
99.50
|
29.62
|
47.35
|
NA
|
NA
|
NA
|
NA
|
40.22
|
NA
|
NA
|
20.05
|
14.4
|
51.03
|
57.48
|
9.86
|
35.97
|
21.45
|
16.91
|
12.94
|
22.61
|
120.88
|
27.94
|
7.83
|
160.29
|
80.54
|
29.47
|
10.45
|
185.45
|
36.72
|
35.78
|
38.34
|
30.09
|
8.35
|
11.10
|
44.99
|
28.91
|
43.02
|
14.71
|
9.09
|
36.09
|
88.30
|
49.05
|
25.25
|
70.95
|
75.96
|
44.06
|
20.19
|
43.59
|
9.20
|
16.25
|
9.16
|
|
2017-01-10
|
29.47
|
24.67
|
8.28
|
21.37
|
8.59
|
10.16
|
15.29
|
17.40
|
20.92
|
23.96
|
16.75
|
42.78
|
48.17
|
7.34
|
14.23
|
15.13
|
9.78
|
46.32
|
68.56
|
17.56
|
27.01
|
76.04
|
33.44
|
28.77
|
20.62
|
17.97
|
114.78
|
135.12
|
80.74
|
64.86
|
14.43
|
19.69
|
31.42
|
16.94
|
10.55
|
16.75
|
19.13
|
10.51
|
10.10
|
23.08
|
14.05
|
55.28
|
24.75
|
30.76
|
12.50
|
19.84
|
85.07
|
17.85
|
84.92
|
36.73
|
44.16
|
NA
|
23.01
|
8.50
|
21.61
|
5.64
|
5.67
|
22.55
|
5.16
|
15.79
|
36.52
|
6.69
|
16.20
|
27.06
|
4.17
|
34.11
|
15.39
|
4.52
|
15.11
|
11.92
|
9.08
|
14.01
|
4.65
|
7.84
|
8.39
|
17.46
|
8.19
|
4.06
|
34.08
|
18.59
|
7.96
|
7.88
|
8.88
|
8.80
|
9.53
|
8.31
|
15.48
|
16.39
|
20.54
|
11.70
|
13.35
|
10.60
|
9.82
|
18.49
|
6.57
|
20.28
|
27.52
|
10.32
|
25.31
|
306.03
|
111.52
|
37.61
|
25.97
|
14.65
|
40.75
|
5.91
|
18.66
|
8.81
|
14.39
|
17.12
|
9.98
|
16.77
|
72.61
|
31.45
|
10.46
|
107.52
|
13.32
|
85.85
|
9.23
|
30.63
|
27.22
|
15.00
|
28.12
|
42.51
|
44.98
|
118.28
|
142.68
|
8.44
|
25.22
|
12.37
|
51.95
|
141.82
|
58.55
|
31.63
|
68.78
|
53.28
|
NA
|
98.26
|
237.72
|
50.61
|
37.89
|
19.91
|
17.50
|
10.75
|
7.78
|
5.36
|
6.99
|
8.29
|
22.56
|
9.52
|
5.12
|
7.05
|
7.93
|
25.11
|
16.99
|
57.42
|
165.32
|
24.69
|
13.98
|
23.00
|
19.03
|
13.59
|
14.16
|
7.81
|
27.92
|
8.18
|
29.58
|
14.04
|
36.53
|
111.88
|
14.78
|
12.53
|
72.87
|
12.26
|
34.61
|
12.68
|
13.55
|
36.65
|
23.82
|
11.58
|
44.60
|
26.59
|
NA
|
26.63
|
49.18
|
18.76
|
24.13
|
53.62
|
37.02
|
12.43
|
5.60
|
7.01
|
27.54
|
11.74
|
9.04
|
32.84
|
11.35
|
32.6
|
13.76
|
9.00
|
18.69
|
10.21
|
19.33
|
22.89
|
18.53
|
5.40
|
10.95
|
7.36
|
10.53
|
12.15
|
21.10
|
10.10
|
40.28
|
7.76
|
11.88
|
6.71
|
9.90
|
7.27
|
2.82
|
15.68
|
3.98
|
30.68
|
9.52
|
19.43
|
9.93
|
8.69
|
23.53
|
6.37
|
142.19
|
387.05
|
39.30
|
21.01
|
27.36
|
13.40
|
32.93
|
22.89
|
57.09
|
44.93
|
15.38
|
18.63
|
10.71
|
68.85
|
48.79
|
25.68
|
23.91
|
18.62
|
338.89
|
31.93
|
167.31
|
157.32
|
195.23
|
52.04
|
179.44
|
NA
|
42.40
|
6.40
|
10.79
|
8.17
|
148.57
|
11.40
|
14.83
|
25.11
|
19.31
|
95.74
|
5.46
|
3.51
|
16.55
|
69.37
|
23.84
|
16.04
|
171.80
|
16.05
|
10.37
|
10.51
|
8.93
|
14.02
|
13.60
|
8.96
|
50.97
|
29.71
|
17.66
|
6.92
|
39.80
|
14.12
|
12.50
|
78.40
|
55.46
|
20.68
|
240.14
|
14.70
|
13.46
|
77.56
|
26.89
|
6.82
|
2.54
|
8.75
|
9.02
|
10.30
|
11.08
|
10.65
|
64.93
|
14.79
|
15.70
|
37.61
|
68.84
|
93.53
|
6.68
|
55.12
|
88.59
|
64.84
|
18.20
|
11.05
|
16.62
|
33.54
|
41.86
|
219.81
|
45.48
|
8.13
|
10.39
|
16.55
|
50.30
|
8.45
|
23.35
|
44.55
|
10.91
|
93.21
|
11.50
|
15.09
|
26.80
|
10.42
|
19.28
|
31.36
|
24.41
|
17.54
|
21.60
|
19.53
|
11.28
|
7.54
|
62.86
|
22.96
|
24.58
|
13.40
|
34.86
|
8.63
|
23.78
|
9.93
|
104.12
|
9.53
|
35.30
|
7.43
|
6.02
|
10.96
|
23.98
|
23.63
|
45.64
|
75.78
|
9.81
|
199.55
|
46.13
|
87.81
|
11.49
|
42.27
|
30.79
|
10.85
|
16.12
|
20.30
|
35.41
|
15.88
|
35.35
|
19.20
|
9.84
|
12.99
|
35.95
|
209.14
|
1.31
|
22.96
|
18.41
|
18.66
|
28.65
|
15.70
|
12.88
|
15.06
|
17.51
|
31.58
|
9.19
|
36.11
|
20.50
|
8.08
|
35.15
|
23.32
|
14.89
|
86.21
|
32.62
|
78.6
|
13.00
|
15.45
|
6.64
|
11.29
|
10.80
|
13.89
|
8.94
|
15.85
|
5.78
|
6.81
|
18.39
|
19.59
|
17.58
|
6.04
|
12.60
|
14.41
|
16.97
|
22.14
|
8.62
|
8.11
|
19.37
|
23.85
|
38.20
|
8.93
|
33.06
|
14.43
|
9.35
|
52.06
|
32.14
|
6.81
|
11.03
|
18.45
|
23.58
|
12.49
|
40.71
|
10.49
|
9.17
|
7.05
|
25.48
|
12.19
|
7.63
|
16.09
|
25.02
|
12.05
|
13.22
|
NA
|
18.29
|
34.98
|
19.61
|
27.11
|
23.63
|
12.03
|
15.38
|
22.34
|
8.12
|
14.24
|
152.68
|
24.99
|
36.27
|
206.21
|
126.64
|
76.12
|
28.91
|
46.78
|
14.97
|
25.91
|
7.97
|
14.12
|
11.78
|
26.16
|
17.49
|
7.34
|
8.17
|
7.99
|
10.15
|
7.95
|
12.52
|
23.61
|
13.02
|
11.97
|
10.16
|
13.34
|
14.01
|
47.70
|
45.11
|
7.17
|
14.94
|
11.18
|
21.07
|
10.00
|
7.33
|
7.15
|
7.93
|
16.27
|
15.23
|
NA
|
24.37
|
14.42
|
21.50
|
18.13
|
10.06
|
17.85
|
29.42
|
10.82
|
205.00
|
13.24
|
82.09
|
19.69
|
86.73
|
42.40
|
NA
|
9.83
|
36.40
|
46.22
|
36.89
|
29.78
|
4021.29
|
41.22
|
7.16
|
17.23
|
25.31
|
20.95
|
22.28
|
22.83
|
16.23
|
30.70
|
11.23
|
46.53
|
65.12
|
6.99
|
11.24
|
39.19
|
12.49
|
14.55
|
16.23
|
33.68
|
11.56
|
34.54
|
14.47
|
98.42
|
29.58
|
37.36
|
11.80
|
10.06
|
31.23
|
15.90
|
35.53
|
2.15
|
66.98
|
95.24
|
16.00
|
9.96
|
15.21
|
9.10
|
10.19
|
4.47
|
7.23
|
24.31
|
16.13
|
14.71
|
15.35
|
9.90
|
21.92
|
35.58
|
17.99
|
20.59
|
19.80
|
124.45
|
21.35
|
22.70
|
25.85
|
66.27
|
20.52
|
11.50
|
21.41
|
33.73
|
11.50
|
12.25
|
31.07
|
7.60
|
15.05
|
9.72
|
13.41
|
29.58
|
68.97
|
38.64
|
78.65
|
18.47
|
2.47
|
106.20
|
73.75
|
48.53
|
16.64
|
10.80
|
22.17
|
75.76
|
89.29
|
70.98
|
11.85
|
12.30
|
44.29
|
25.50
|
34.92
|
21.06
|
24.96
|
NA
|
118.28
|
89.87
|
17.15
|
17.57
|
34.17
|
13.09
|
11.20
|
54.50
|
15.10
|
11.80
|
55.48
|
31.36
|
14.40
|
12.33
|
53.26
|
23.82
|
30.80
|
86.33
|
11.79
|
31.66
|
47.29
|
30.11
|
160.91
|
19.15
|
54.96
|
73.50
|
10.30
|
7.07
|
14.30
|
13.35
|
12.62
|
35.91
|
9.59
|
14.24
|
41.68
|
25.62
|
72.20
|
NA
|
NA
|
40.45
|
31.24
|
30.20
|
66.81
|
33.37
|
139.92
|
31.77
|
21.36
|
46.87
|
NA
|
NA
|
41.71
|
79.82
|
11.84
|
18.29
|
81.23
|
129.80
|
20.84
|
29.09
|
94.24
|
NA
|
39.70
|
123.71
|
99.25
|
60.17
|
65.39
|
NA
|
NA
|
NA
|
14.26
|
29.41
|
23.20
|
49.94
|
38.90
|
90.62
|
27.01
|
121.46
|
NA
|
NA
|
NA
|
66.28
|
22.58
|
81.72
|
39.69
|
28.41
|
35.73
|
27.89
|
12.95
|
14.90
|
61.01
|
70.53
|
23.57
|
55.78
|
32.43
|
20.20
|
59.47
|
14.00
|
NA
|
51.73
|
24.41
|
80.37
|
NA
|
66.4
|
47.69
|
48.57
|
67.71
|
24.84
|
29.37
|
31.92
|
35.36
|
35.05
|
10.00
|
78.04
|
269.15
|
51.90
|
32.27
|
70.04
|
23.03
|
71.97
|
76.25
|
16.11
|
29.53
|
6.50
|
7.82
|
9.63
|
9.11
|
30.90
|
13.55
|
9.34
|
14.31
|
55.15
|
25.36
|
14.28
|
13.61
|
29.83
|
50.40
|
NA
|
12.26
|
12.52
|
20.83
|
8.10
|
29.98
|
25.07
|
21.59
|
37.93
|
7.38
|
12.27
|
12.50
|
37.14
|
12.49
|
8.61
|
20.40
|
33.85
|
11.40
|
5.95
|
9.90
|
17.13
|
17.32
|
12.68
|
14.00
|
58.35
|
10.51
|
10.95
|
49.12
|
15.69
|
23.83
|
30.45
|
26.47
|
11.21
|
51.82
|
26.34
|
30.02
|
26.54
|
44.14
|
27.13
|
86.52
|
19.95
|
33.99
|
50.57
|
11.72
|
25.92
|
52.08
|
3.75
|
6.66
|
135.09
|
17.91
|
78.05
|
14.10
|
9.06
|
21.31
|
77.84
|
98.68
|
69.91
|
23.85
|
54.48
|
20.93
|
27.91
|
78.60
|
NA
|
1.88
|
15.27
|
418.48
|
42.19
|
409.55
|
467.30
|
NA
|
8.08
|
42.01
|
10.09
|
28.65
|
91.69
|
355.68
|
85.49
|
111.77
|
17.96
|
140.76
|
97.69
|
42.60
|
66.81
|
NA
|
NA
|
32.26
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
79.00
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
19.89
|
84.26
|
19.91
|
NA
|
10.07
|
32.84
|
23.72
|
111.99
|
23.32
|
59.63
|
10.26
|
25.70
|
16.72
|
11.10
|
22.24
|
158.45
|
20.02
|
26.44
|
18.47
|
8.11
|
44.30
|
27.31
|
14.07
|
24.03
|
18.52
|
21.77
|
29.00
|
115.72
|
NA
|
18.46
|
30.97
|
29.73
|
142.72
|
61.67
|
32.42
|
46.08
|
17.15
|
178.17
|
55.88
|
15.51
|
275.25
|
99.50
|
28.99
|
47.35
|
NA
|
NA
|
NA
|
NA
|
40.04
|
NA
|
NA
|
20.05
|
14.2
|
51.03
|
57.66
|
9.82
|
36.24
|
21.50
|
16.91
|
12.94
|
22.52
|
121.35
|
27.68
|
7.85
|
156.93
|
80.73
|
29.47
|
10.49
|
184.51
|
36.72
|
35.60
|
38.20
|
30.35
|
8.35
|
11.30
|
45.07
|
29.00
|
43.95
|
14.27
|
9.08
|
35.87
|
88.21
|
49.51
|
25.25
|
71.95
|
75.69
|
43.89
|
19.99
|
43.70
|
9.20
|
16.25
|
9.12
|
#4
data3 <- subset(data44,is.na(NA))
data31<-lapply(data3, function(x) sum(is.na(x)))
sum(is.na(data3))
## [1] 14333
data3 %>% head(6) %>% kbl(caption="4")%>%
row_spec(row =0, bold= TRUE, color = "black", background = "white") %>%
kable_styling(bootstrap_options = "striped", full_width = F, position = "left")
4
|
date
|
1101
|
1102
|
1103
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1104
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1108
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1109
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1110
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1201
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1203
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1210
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1213
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1215
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1218
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1220
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1225
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1227
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1229
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1231
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1232
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1233
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1234
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1235
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1236
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1256
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1262
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1301
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1303
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1305
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1307
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1423
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1432
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1451
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1452
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1454
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1455
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1456
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1457
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1459
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1460
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1463
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1464
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1465
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1466
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1467
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1468
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1470
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1471
|
1472
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1473
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1474
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1475
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1476
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1477
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1503
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1504
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1506
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1507
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1512
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1519
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1521
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1533
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1535
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1536
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1537
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1538
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1539
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1540
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1541
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1558
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1560
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1568
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1582
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1583
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1587
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1589
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1590
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1592
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1598
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1603
|
1604
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1605
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1608
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1609
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1611
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1612
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1614
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1615
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1616
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1617
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1618
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1626
|
1701
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1702
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1707
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1709
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1710
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1711
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1712
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1713
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1714
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1717
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1720
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1721
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1730
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1731
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1732
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1733
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1734
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1735
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1736
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1737
|
1760
|
1762
|
1773
|
1776
|
1783
|
1786
|
1789
|
1802
|
1805
|
1806
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1808
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1809
|
1810
|
1817
|
1902
|
1903
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1904
|
1905
|
1906
|
1907
|
1909
|
2002
|
2006
|
2007
|
2008
|
2009
|
2010
|
2012
|
2013
|
2014
|
2015
|
2017
|
2020
|
2022
|
2023
|
2024
|
2025
|
2027
|
2028
|
2029
|
2030
|
2031
|
2032
|
2033
|
2034
|
2038
|
2049
|
2059
|
2062
|
2069
|
2101
|
2102
|
2103
|
2104
|
2105
|
2106
|
2107
|
2108
|
2109
|
2114
|
2115
|
2201
|
2204
|
2206
|
2207
|
2208
|
2227
|
2228
|
2231
|
2236
|
2239
|
2243
|
2301
|
2302
|
2303
|
2305
|
2308
|
2312
|
2313
|
2314
|
2316
|
2317
|
2321
|
2323
|
2324
|
2327
|
2328
|
2329
|
2330
|
2331
|
2332
|
2337
|
2338
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2340
|
2342
|
2344
|
2345
|
2347
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2348
|
2349
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2351
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2352
|
2353
|
2354
|
2355
|
2356
|
2357
|
2358
|
2359
|
2360
|
2362
|
2363
|
2364
|
2365
|
2367
|
2368
|
2369
|
2371
|
2373
|
2374
|
2375
|
2376
|
2377
|
2379
|
2380
|
2382
|
2383
|
2385
|
2387
|
2388
|
2390
|
2392
|
2393
|
2395
|
2397
|
2399
|
2401
|
2402
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2404
|
2405
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2406
|
2408
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2409
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2412
|
2413
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2414
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2415
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2417
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2419
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2420
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2421
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2423
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2424
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2425
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2426
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2427
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2428
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2429
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2430
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2431
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2433
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2434
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2436
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2438
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2439
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2440
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2441
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2442
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2443
|
2444
|
2448
|
2449
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2450
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2451
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2453
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2454
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2455
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2456
|
2457
|
2458
|
2459
|
2460
|
2461
|
2462
|
2464
|
2465
|
2466
|
2467
|
2468
|
2471
|
2472
|
2474
|
2475
|
2476
|
2477
|
2478
|
2480
|
2481
|
2482
|
2483
|
2484
|
2485
|
2486
|
2488
|
2489
|
2491
|
2492
|
2493
|
2495
|
2496
|
2497
|
2498
|
2499
|
2501
|
2504
|
2505
|
2506
|
2509
|
2511
|
2514
|
2515
|
2516
|
2520
|
2524
|
2527
|
2528
|
2530
|
2534
|
2535
|
2536
|
2537
|
2538
|
2539
|
2540
|
2542
|
2543
|
2545
|
2546
|
2547
|
2548
|
2597
|
2601
|
2603
|
2605
|
2606
|
2607
|
2608
|
2609
|
2610
|
2611
|
2612
|
2613
|
2614
|
2615
|
2616
|
2617
|
2618
|
2630
|
2633
|
2634
|
2636
|
2637
|
2642
|
2701
|
2702
|
2704
|
2705
|
2706
|
2707
|
2712
|
2722
|
2723
|
2727
|
2731
|
2739
|
2748
|
2801
|
2809
|
2812
|
2816
|
2820
|
2823
|
2832
|
2834
|
2836
|
2838
|
2841
|
2845
|
2849
|
2850
|
2851
|
2852
|
2855
|
2867
|
2880
|
2881
|
2882
|
2883
|
2884
|
2885
|
2886
|
2887
|
2888
|
2889
|
2890
|
2891
|
2892
|
2897
|
2901
|
2903
|
2904
|
2905
|
2906
|
2908
|
2910
|
2911
|
2912
|
2913
|
2915
|
2923
|
2929
|
2936
|
2939
|
3002
|
3003
|
3004
|
3005
|
3006
|
3008
|
3010
|
3011
|
3013
|
3014
|
3015
|
3016
|
3017
|
3018
|
3019
|
3021
|
3022
|
3023
|
3024
|
3025
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3026
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3027
|
3028
|
3029
|
3030
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3031
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3032
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3033
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3034
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3035
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3036
|
3037
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3038
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3040
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3041
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3042
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3043
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3044
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3045
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3046
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3047
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3048
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3049
|
3050
|
3051
|
3052
|
3054
|
3055
|
3056
|
3057
|
3058
|
3059
|
3060
|
3062
|
3090
|
3094
|
3130
|
3149
|
3164
|
3167
|
3189
|
3209
|
3229
|
3231
|
3257
|
3266
|
3296
|
3305
|
3308
|
3311
|
3312
|
3321
|
3338
|
3346
|
3356
|
3376
|
3380
|
3383
|
3406
|
3413
|
3416
|
3419
|
3432
|
3437
|
3443
|
3450
|
3454
|
3481
|
3494
|
3501
|
3504
|
3515
|
3518
|
3528
|
3530
|
3532
|
3533
|
3535
|
3536
|
3545
|
3550
|
3557
|
3563
|
3576
|
3579
|
3583
|
3588
|
3591
|
3593
|
3596
|
3605
|
3607
|
3617
|
3622
|
3645
|
3653
|
3661
|
3665
|
3669
|
3673
|
3679
|
3682
|
3686
|
3694
|
3698
|
3701
|
3702
|
3703
|
3704
|
3705
|
3706
|
3708
|
3711
|
3712
|
4104
|
4106
|
4108
|
4119
|
4133
|
4137
|
4141
|
4142
|
4144
|
4148
|
4155
|
4164
|
4190
|
4306
|
4414
|
4426
|
4438
|
4526
|
4532
|
4536
|
4540
|
4545
|
4551
|
4552
|
4555
|
4557
|
4560
|
4562
|
4566
|
4720
|
4722
|
4725
|
4737
|
4739
|
4746
|
4755
|
4763
|
4764
|
4766
|
4807
|
4904
|
4906
|
4912
|
4915
|
4916
|
4919
|
4927
|
4930
|
4934
|
4935
|
4938
|
4942
|
4943
|
4952
|
4956
|
4958
|
4960
|
4961
|
4968
|
4976
|
4977
|
4989
|
4994
|
4999
|
5007
|
5203
|
5215
|
5225
|
5234
|
5243
|
5258
|
5259
|
5264
|
5269
|
5284
|
5285
|
5288
|
5305
|
5388
|
5434
|
5469
|
5471
|
5484
|
5515
|
5519
|
5521
|
5522
|
5525
|
5531
|
5533
|
5534
|
5538
|
5607
|
5608
|
5706
|
5871
|
5876
|
5880
|
5906
|
5907
|
6005
|
6024
|
6108
|
6112
|
6115
|
6116
|
6117
|
6120
|
6128
|
6131
|
6133
|
6136
|
6139
|
6141
|
6142
|
6152
|
6153
|
6155
|
6164
|
6165
|
6166
|
6168
|
6172
|
6176
|
6177
|
6183
|
6184
|
6189
|
6191
|
6192
|
6196
|
6197
|
6201
|
6202
|
6205
|
6206
|
6209
|
6213
|
6214
|
6215
|
6216
|
6224
|
6225
|
6226
|
6230
|
6235
|
6239
|
6243
|
6251
|
6257
|
6269
|
6271
|
6277
|
6278
|
6281
|
6282
|
6283
|
6285
|
6288
|
6289
|
6405
|
6409
|
6412
|
6414
|
6415
|
6416
|
6431
|
6442
|
6443
|
6449
|
6451
|
6452
|
6456
|
6464
|
6477
|
6504
|
6505
|
6525
|
6531
|
6533
|
6541
|
6552
|
6558
|
6573
|
6579
|
6581
|
6582
|
6591
|
6605
|
6625
|
6641
|
6655
|
6666
|
6668
|
6670
|
6671
|
6674
|
8011
|
8016
|
8021
|
8028
|
8033
|
8039
|
8046
|
8070
|
8072
|
8081
|
8101
|
8103
|
8105
|
8110
|
8112
|
8114
|
8131
|
8150
|
8163
|
8201
|
8210
|
8213
|
8215
|
8222
|
8249
|
8261
|
8271
|
8341
|
8367
|
8374
|
8404
|
8411
|
8422
|
8427
|
8429
|
8442
|
8443
|
8454
|
8462
|
8463
|
8464
|
8466
|
8467
|
8473
|
8478
|
8480
|
8481
|
8482
|
8488
|
8497
|
8499
|
8926
|
8940
|
8996
|
9802
|
9902
|
9904
|
9905
|
9906
|
9907
|
9908
|
9910
|
9911
|
9912
|
9914
|
9917
|
9918
|
9919
|
9921
|
9924
|
9925
|
9926
|
9927
|
9928
|
9929
|
9930
|
9931
|
9933
|
9934
|
9935
|
9937
|
9938
|
9939
|
9940
|
9941
|
9942
|
9943
|
9944
|
9945
|
9946
|
9955
|
9958
|
|
2017-01-03
|
29.64
|
24.95
|
8.27
|
21.50
|
8.57
|
10.11
|
15.54
|
17.65
|
20.83
|
24.73
|
16.80
|
42.14
|
47.81
|
7.33
|
14.19
|
15.13
|
9.83
|
46.42
|
69.38
|
17.28
|
26.72
|
75.77
|
33.08
|
28.77
|
20.31
|
17.87
|
112.48
|
131.07
|
81.28
|
63.17
|
14.66
|
20.28
|
31.29
|
16.63
|
10.45
|
16.71
|
19.18
|
10.43
|
10.05
|
23.08
|
13.55
|
57.95
|
24.60
|
30.53
|
12.41
|
19.84
|
86.58
|
17.31
|
85.75
|
35.91
|
44.08
|
NA
|
22.69
|
8.51
|
21.56
|
5.55
|
5.65
|
22.50
|
5.16
|
17.68
|
36.48
|
6.78
|
16.35
|
26.65
|
4.20
|
34.07
|
14.98
|
4.22
|
15.45
|
11.64
|
9.06
|
14.01
|
4.47
|
7.84
|
8.50
|
17.60
|
8.10
|
4.10
|
34.01
|
18.02
|
7.97
|
7.96
|
8.69
|
8.50
|
9.34
|
8.40
|
15.66
|
16.39
|
20.66
|
11.70
|
13.50
|
10.30
|
9.98
|
18.02
|
6.20
|
20.55
|
27.66
|
10.32
|
25.41
|
312.98
|
116.53
|
38.03
|
25.88
|
14.55
|
40.80
|
6.00
|
17.61
|
8.99
|
14.20
|
15.10
|
10.03
|
16.67
|
71.81
|
31.85
|
10.23
|
106.57
|
13.14
|
86.69
|
9.06
|
32.72
|
26.94
|
14.77
|
28.48
|
42.21
|
43.82
|
118.75
|
139.13
|
8.62
|
25.49
|
11.42
|
47.19
|
138.76
|
58.18
|
30.97
|
68.03
|
52.33
|
NA
|
97.33
|
237.72
|
49.05
|
37.34
|
21.65
|
17.79
|
10.57
|
7.73
|
5.33
|
6.82
|
8.17
|
22.51
|
9.12
|
5.09
|
6.99
|
7.79
|
24.96
|
17.09
|
55.96
|
158.27
|
24.47
|
13.94
|
22.72
|
19.17
|
13.64
|
13.97
|
7.81
|
27.75
|
8.05
|
29.94
|
13.99
|
36.35
|
112.81
|
15.00
|
12.57
|
72.87
|
11.94
|
34.56
|
12.59
|
13.55
|
37.55
|
23.77
|
11.58
|
44.26
|
26.64
|
NA
|
26.05
|
48.73
|
18.55
|
23.58
|
54.20
|
36.36
|
12.86
|
5.65
|
7.04
|
27.00
|
11.79
|
8.98
|
32.93
|
11.10
|
32.5
|
12.28
|
8.46
|
15.46
|
9.22
|
15.28
|
22.79
|
18.89
|
5.35
|
10.55
|
7.34
|
10.48
|
12.15
|
20.91
|
9.45
|
39.84
|
7.55
|
11.66
|
6.74
|
9.73
|
7.27
|
2.81
|
15.59
|
4.15
|
29.85
|
9.56
|
19.12
|
9.88
|
8.61
|
23.53
|
6.58
|
137.54
|
398.66
|
38.96
|
19.35
|
27.32
|
12.81
|
31.84
|
22.66
|
56.27
|
44.61
|
15.62
|
18.33
|
10.66
|
68.58
|
47.85
|
25.58
|
23.20
|
18.67
|
337.50
|
32.16
|
168.16
|
153.22
|
198.71
|
51.25
|
177.08
|
NA
|
41.84
|
6.55
|
10.56
|
8.05
|
146.72
|
11.26
|
14.64
|
24.61
|
19.58
|
96.08
|
5.34
|
3.51
|
16.50
|
66.13
|
23.56
|
16.34
|
170.87
|
14.92
|
10.56
|
8.89
|
8.65
|
14.07
|
13.70
|
9.05
|
47.48
|
29.80
|
17.02
|
6.99
|
38.54
|
13.71
|
12.31
|
78.40
|
54.56
|
19.40
|
237.04
|
15.28
|
13.87
|
71.63
|
26.32
|
6.50
|
2.49
|
8.80
|
8.84
|
10.45
|
10.99
|
9.61
|
64.45
|
15.33
|
15.70
|
37.52
|
66.87
|
93.99
|
6.70
|
53.78
|
81.89
|
65.72
|
18.25
|
10.05
|
16.87
|
33.40
|
39.95
|
215.96
|
45.31
|
7.82
|
10.44
|
16.05
|
50.10
|
8.16
|
24.55
|
44.08
|
10.23
|
93.66
|
11.85
|
15.09
|
24.64
|
10.96
|
18.63
|
30.37
|
24.36
|
17.19
|
21.00
|
19.83
|
11.33
|
6.87
|
59.07
|
22.62
|
24.87
|
13.64
|
34.42
|
8.72
|
23.89
|
10.00
|
105.85
|
8.87
|
34.63
|
6.78
|
6.16
|
11.11
|
22.56
|
23.23
|
46.16
|
74.82
|
9.72
|
202.81
|
45.33
|
88.56
|
12.81
|
42.58
|
31.01
|
10.25
|
17.72
|
20.35
|
34.91
|
16.00
|
35.15
|
19.39
|
9.74
|
12.60
|
35.36
|
211.49
|
1.29
|
22.69
|
18.47
|
18.51
|
28.29
|
15.75
|
12.69
|
15.06
|
16.48
|
31.49
|
8.98
|
37.40
|
20.41
|
7.56
|
35.46
|
23.23
|
14.93
|
87.92
|
32.08
|
79.2
|
13.00
|
15.49
|
6.40
|
11.53
|
11.14
|
14.38
|
8.99
|
15.71
|
5.85
|
6.79
|
18.07
|
19.41
|
17.76
|
5.83
|
12.74
|
14.07
|
16.58
|
22.02
|
8.77
|
8.24
|
19.52
|
24.00
|
37.70
|
8.94
|
33.65
|
14.52
|
9.25
|
51.80
|
31.79
|
6.79
|
10.66
|
18.17
|
23.63
|
12.25
|
41.04
|
10.32
|
9.07
|
6.97
|
25.82
|
12.05
|
7.58
|
15.85
|
24.28
|
11.96
|
13.00
|
NA
|
17.87
|
34.85
|
19.88
|
27.02
|
23.63
|
11.98
|
15.28
|
22.20
|
8.16
|
14.24
|
153.13
|
25.58
|
36.67
|
195.04
|
122.91
|
76.12
|
28.96
|
44.83
|
14.93
|
25.60
|
7.98
|
14.41
|
11.69
|
26.28
|
17.45
|
7.32
|
8.14
|
7.95
|
10.15
|
7.97
|
13.26
|
23.88
|
12.98
|
12.06
|
10.34
|
13.30
|
13.84
|
47.15
|
44.01
|
7.20
|
15.07
|
11.08
|
20.63
|
10.05
|
7.33
|
7.15
|
7.91
|
16.00
|
15.01
|
NA
|
24.52
|
14.47
|
21.58
|
18.54
|
9.69
|
18.08
|
38.32
|
10.68
|
209.04
|
13.29
|
76.27
|
20.02
|
83.93
|
41.59
|
NA
|
9.92
|
35.89
|
46.03
|
34.42
|
30.24
|
3690.64
|
40.99
|
7.46
|
16.99
|
25.82
|
20.99
|
18.93
|
23.10
|
16.36
|
29.78
|
11.23
|
45.19
|
63.04
|
7.05
|
11.44
|
39.50
|
12.20
|
14.55
|
15.83
|
33.90
|
11.47
|
33.91
|
14.43
|
95.74
|
28.74
|
37.76
|
11.80
|
9.00
|
28.94
|
15.75
|
35.53
|
2.18
|
65.45
|
94.33
|
16.13
|
10.10
|
15.26
|
9.02
|
10.10
|
4.62
|
7.28
|
24.60
|
15.95
|
15.09
|
15.60
|
10.13
|
21.87
|
32.95
|
18.23
|
20.63
|
19.62
|
123.57
|
20.50
|
23.30
|
24.01
|
66.55
|
19.90
|
11.45
|
21.54
|
33.64
|
11.50
|
11.83
|
27.97
|
7.85
|
15.10
|
9.34
|
13.60
|
30.43
|
53.81
|
40.73
|
77.53
|
18.24
|
2.56
|
108.68
|
74.00
|
50.26
|
16.78
|
11.03
|
21.79
|
74.81
|
92.10
|
71.75
|
11.20
|
12.50
|
44.81
|
26.00
|
34.28
|
21.16
|
24.37
|
NA
|
119.75
|
90.33
|
17.40
|
17.38
|
34.50
|
12.83
|
10.96
|
57.72
|
15.15
|
10.80
|
55.48
|
33.21
|
13.35
|
12.15
|
51.37
|
24.44
|
30.66
|
89.29
|
12.04
|
30.38
|
45.35
|
30.46
|
157.18
|
18.86
|
54.96
|
71.46
|
10.40
|
7.22
|
14.10
|
13.25
|
13.88
|
35.91
|
9.64
|
14.29
|
42.04
|
24.17
|
71.33
|
NA
|
NA
|
40.98
|
32.09
|
30.80
|
68.99
|
34.27
|
139.00
|
31.87
|
21.40
|
47.01
|
NA
|
NA
|
41.94
|
78.14
|
11.55
|
17.40
|
80.10
|
135.38
|
20.84
|
28.56
|
91.51
|
NA
|
38.97
|
121.40
|
94.57
|
56.50
|
64.52
|
NA
|
NA
|
NA
|
14.07
|
28.57
|
23.95
|
48.81
|
38.06
|
90.71
|
27.92
|
111.18
|
NA
|
NA
|
NA
|
65.01
|
21.89
|
75.42
|
39.69
|
28.11
|
35.45
|
27.89
|
12.81
|
14.45
|
62.57
|
70.17
|
23.62
|
52.66
|
31.84
|
21.57
|
58.83
|
13.75
|
NA
|
51.03
|
23.14
|
78.42
|
NA
|
69.2
|
46.98
|
49.48
|
70.09
|
24.58
|
29.37
|
29.71
|
35.45
|
35.94
|
9.38
|
77.32
|
254.36
|
51.81
|
32.27
|
73.98
|
22.01
|
70.00
|
76.33
|
16.62
|
28.94
|
6.55
|
7.85
|
9.77
|
9.18
|
31.03
|
13.65
|
9.25
|
14.50
|
54.55
|
25.14
|
14.13
|
13.43
|
29.83
|
50.22
|
NA
|
12.13
|
12.00
|
20.00
|
8.35
|
29.86
|
24.90
|
21.12
|
38.15
|
7.18
|
12.31
|
12.31
|
36.62
|
12.99
|
8.69
|
20.31
|
33.49
|
10.00
|
5.82
|
9.97
|
17.23
|
17.37
|
13.36
|
15.70
|
58.16
|
10.51
|
11.45
|
48.43
|
15.38
|
23.65
|
30.31
|
26.55
|
11.58
|
52.12
|
26.07
|
30.23
|
26.37
|
44.27
|
26.55
|
85.63
|
20.10
|
30.32
|
49.89
|
11.44
|
25.67
|
51.99
|
3.68
|
6.58
|
118.88
|
18.58
|
78.96
|
14.15
|
8.87
|
21.00
|
75.37
|
97.78
|
70.44
|
24.12
|
55.36
|
21.47
|
26.11
|
75.99
|
NA
|
1.91
|
15.70
|
412.93
|
44.02
|
401.54
|
454.51
|
NA
|
8.14
|
41.87
|
10.24
|
27.57
|
94.90
|
350.26
|
85.40
|
112.22
|
17.53
|
142.64
|
98.59
|
43.18
|
66.35
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
79.75
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
20.33
|
90.95
|
19.51
|
NA
|
10.05
|
31.30
|
23.39
|
112.42
|
23.81
|
60.67
|
10.28
|
25.43
|
15.74
|
10.87
|
21.86
|
153.61
|
20.28
|
25.71
|
19.10
|
8.19
|
45.00
|
27.13
|
14.35
|
23.08
|
18.22
|
20.90
|
29.00
|
109.58
|
NA
|
19.44
|
30.89
|
29.95
|
144.04
|
60.29
|
32.83
|
46.18
|
16.86
|
180.97
|
55.68
|
15.65
|
300.02
|
102.93
|
29.99
|
47.26
|
NA
|
NA
|
NA
|
NA
|
39.14
|
NA
|
NA
|
20.14
|
14.6
|
51.21
|
57.57
|
9.52
|
36.75
|
21.41
|
17.41
|
12.94
|
22.52
|
114.35
|
28.81
|
7.73
|
139.17
|
80.63
|
29.57
|
10.26
|
171.80
|
37.16
|
35.87
|
38.20
|
29.74
|
8.35
|
11.00
|
44.99
|
29.19
|
43.46
|
14.58
|
9.13
|
35.96
|
89.14
|
48.50
|
25.21
|
70.22
|
75.24
|
44.06
|
20.28
|
42.71
|
9.12
|
15.90
|
9.21
|
|
2017-01-04
|
29.73
|
24.81
|
8.23
|
21.50
|
8.56
|
10.11
|
15.44
|
17.45
|
20.92
|
24.68
|
16.80
|
43.51
|
47.54
|
7.34
|
14.28
|
15.09
|
9.60
|
46.32
|
69.47
|
17.28
|
27.01
|
75.95
|
33.17
|
28.82
|
20.31
|
17.87
|
114.32
|
130.62
|
81.47
|
63.62
|
14.70
|
20.83
|
31.42
|
16.55
|
11.10
|
16.83
|
19.13
|
10.51
|
10.00
|
23.17
|
13.43
|
57.58
|
24.65
|
31.12
|
12.55
|
19.89
|
86.49
|
17.65
|
85.29
|
35.86
|
45.04
|
NA
|
22.64
|
8.54
|
21.56
|
5.58
|
5.65
|
22.33
|
5.16
|
17.60
|
36.43
|
6.76
|
16.40
|
26.97
|
4.17
|
34.15
|
15.07
|
4.35
|
15.45
|
11.54
|
9.06
|
14.09
|
4.39
|
7.85
|
8.41
|
17.31
|
8.06
|
4.17
|
34.08
|
18.51
|
8.08
|
8.00
|
8.69
|
8.47
|
9.39
|
8.42
|
15.71
|
16.46
|
20.82
|
11.60
|
13.45
|
10.30
|
9.89
|
18.02
|
6.23
|
20.55
|
27.75
|
10.27
|
25.71
|
303.71
|
116.07
|
38.03
|
25.93
|
14.50
|
40.71
|
6.02
|
17.61
|
8.98
|
14.29
|
15.01
|
10.03
|
16.77
|
71.55
|
31.90
|
10.18
|
107.04
|
13.23
|
84.82
|
9.09
|
32.72
|
27.13
|
14.81
|
28.39
|
42.41
|
43.77
|
118.75
|
140.02
|
8.61
|
25.49
|
11.56
|
50.24
|
139.64
|
57.72
|
30.92
|
67.81
|
52.14
|
NA
|
98.73
|
232.51
|
49.51
|
38.67
|
20.90
|
17.84
|
10.70
|
7.79
|
5.39
|
7.22
|
8.17
|
22.37
|
9.08
|
5.06
|
6.99
|
7.75
|
25.01
|
17.09
|
55.87
|
163.91
|
24.60
|
13.94
|
22.67
|
19.17
|
13.68
|
13.97
|
7.81
|
27.79
|
8.20
|
29.99
|
14.08
|
36.67
|
113.74
|
15.05
|
12.53
|
73.05
|
11.94
|
34.61
|
12.63
|
13.70
|
37.46
|
23.87
|
11.53
|
44.60
|
26.78
|
NA
|
26.15
|
48.91
|
18.63
|
23.48
|
54.39
|
36.41
|
12.82
|
5.53
|
7.04
|
27.00
|
11.83
|
8.93
|
32.80
|
11.15
|
32.7
|
12.41
|
8.43
|
15.41
|
9.29
|
15.55
|
23.03
|
19.07
|
5.41
|
10.60
|
7.34
|
10.53
|
12.10
|
20.91
|
9.85
|
39.75
|
7.50
|
11.79
|
6.81
|
9.81
|
7.35
|
2.88
|
15.68
|
4.00
|
31.16
|
9.56
|
19.43
|
9.88
|
8.66
|
23.44
|
6.53
|
142.19
|
399.62
|
38.96
|
19.39
|
27.46
|
12.91
|
32.17
|
22.70
|
56.54
|
44.47
|
15.57
|
18.42
|
10.56
|
68.76
|
47.94
|
25.58
|
23.64
|
18.67
|
338.89
|
32.04
|
168.59
|
158.23
|
197.93
|
50.54
|
176.14
|
NA
|
43.14
|
6.50
|
10.51
|
8.15
|
145.79
|
11.26
|
14.69
|
24.61
|
19.36
|
95.97
|
5.46
|
3.51
|
16.50
|
66.35
|
23.98
|
16.34
|
170.87
|
14.92
|
10.51
|
8.85
|
8.71
|
14.07
|
13.65
|
9.09
|
49.13
|
29.57
|
17.02
|
6.99
|
38.45
|
13.80
|
12.31
|
78.40
|
55.37
|
19.49
|
237.04
|
15.28
|
13.83
|
72.01
|
26.41
|
6.49
|
2.45
|
8.79
|
8.88
|
10.55
|
10.99
|
9.60
|
64.81
|
15.28
|
15.70
|
37.35
|
67.05
|
92.61
|
6.70
|
53.78
|
87.77
|
65.54
|
18.31
|
10.25
|
16.77
|
33.49
|
40.21
|
213.82
|
45.14
|
7.83
|
10.44
|
15.95
|
49.95
|
8.28
|
24.80
|
44.46
|
10.18
|
94.58
|
11.80
|
15.05
|
25.49
|
11.10
|
18.82
|
30.42
|
24.90
|
17.19
|
21.00
|
19.83
|
11.37
|
6.83
|
59.07
|
22.48
|
24.83
|
13.50
|
34.77
|
8.57
|
24.17
|
9.77
|
104.55
|
8.68
|
34.46
|
6.87
|
6.16
|
11.16
|
22.95
|
23.36
|
45.90
|
75.60
|
9.67
|
200.95
|
45.33
|
88.94
|
12.61
|
42.15
|
30.92
|
10.15
|
17.58
|
20.30
|
35.41
|
15.66
|
35.25
|
20.31
|
9.74
|
12.60
|
35.95
|
210.08
|
1.32
|
22.69
|
18.41
|
18.56
|
28.75
|
15.84
|
12.69
|
15.06
|
16.66
|
31.54
|
8.97
|
37.49
|
20.32
|
7.86
|
35.21
|
23.27
|
14.89
|
86.21
|
32.42
|
81.8
|
13.10
|
15.49
|
6.42
|
11.34
|
10.90
|
14.22
|
8.99
|
15.71
|
5.85
|
6.76
|
18.07
|
19.36
|
17.76
|
5.83
|
12.65
|
13.96
|
16.93
|
22.02
|
8.76
|
8.22
|
19.22
|
24.00
|
37.90
|
8.90
|
33.65
|
14.52
|
9.29
|
51.72
|
32.14
|
6.82
|
10.71
|
18.31
|
23.54
|
12.25
|
40.76
|
10.24
|
9.07
|
6.82
|
25.72
|
12.05
|
7.55
|
15.75
|
24.36
|
11.91
|
13.00
|
NA
|
17.82
|
35.16
|
19.47
|
27.15
|
23.44
|
11.98
|
15.24
|
22.25
|
8.16
|
14.24
|
153.13
|
25.58
|
36.76
|
193.05
|
126.64
|
76.02
|
28.73
|
45.94
|
14.84
|
25.55
|
7.97
|
14.31
|
11.65
|
26.28
|
17.45
|
7.31
|
8.15
|
7.97
|
10.10
|
7.97
|
12.75
|
23.83
|
12.98
|
12.06
|
10.16
|
13.45
|
13.80
|
46.87
|
43.92
|
7.20
|
15.07
|
11.08
|
20.94
|
10.05
|
7.37
|
7.16
|
7.89
|
16.09
|
15.10
|
NA
|
24.47
|
14.42
|
21.67
|
18.54
|
9.78
|
17.76
|
36.45
|
10.58
|
205.00
|
13.19
|
77.26
|
20.02
|
83.53
|
43.02
|
NA
|
9.97
|
36.17
|
46.08
|
34.64
|
30.10
|
3676.05
|
40.99
|
7.36
|
16.90
|
26.00
|
21.13
|
20.80
|
22.92
|
16.50
|
29.88
|
11.28
|
45.79
|
63.22
|
7.03
|
11.49
|
39.13
|
12.25
|
14.55
|
16.01
|
33.99
|
11.47
|
33.96
|
14.43
|
96.18
|
29.49
|
37.54
|
11.99
|
8.99
|
29.01
|
15.80
|
35.40
|
2.11
|
66.26
|
96.14
|
16.17
|
9.96
|
15.35
|
8.97
|
10.19
|
4.47
|
7.26
|
24.37
|
15.95
|
15.04
|
15.60
|
10.23
|
22.07
|
32.90
|
18.32
|
20.67
|
20.36
|
123.13
|
20.75
|
23.00
|
24.01
|
66.83
|
20.27
|
11.45
|
21.33
|
33.45
|
11.50
|
11.87
|
28.28
|
7.79
|
15.25
|
9.35
|
13.79
|
30.74
|
54.35
|
40.22
|
77.53
|
18.42
|
2.60
|
108.18
|
74.09
|
49.62
|
16.54
|
10.94
|
21.88
|
75.85
|
91.75
|
71.50
|
11.25
|
12.50
|
44.90
|
26.20
|
34.78
|
21.16
|
24.54
|
NA
|
119.93
|
90.05
|
17.35
|
17.43
|
33.93
|
12.83
|
11.11
|
56.97
|
15.45
|
11.85
|
55.86
|
33.07
|
13.40
|
12.40
|
52.00
|
24.39
|
30.80
|
89.83
|
11.99
|
30.28
|
45.87
|
29.96
|
158.11
|
18.86
|
54.96
|
72.48
|
10.45
|
7.34
|
14.50
|
13.30
|
13.78
|
36.15
|
9.64
|
14.19
|
42.13
|
24.95
|
71.24
|
NA
|
NA
|
40.89
|
32.00
|
30.70
|
68.90
|
34.45
|
144.52
|
31.73
|
21.54
|
46.82
|
NA
|
NA
|
41.61
|
78.52
|
11.65
|
17.45
|
79.73
|
133.52
|
20.74
|
28.43
|
92.42
|
NA
|
39.01
|
122.79
|
93.72
|
56.97
|
64.34
|
NA
|
NA
|
NA
|
14.17
|
28.91
|
24.20
|
51.07
|
38.80
|
90.52
|
28.19
|
111.65
|
NA
|
NA
|
NA
|
66.01
|
22.12
|
75.61
|
39.05
|
28.11
|
35.91
|
27.98
|
12.86
|
14.65
|
62.47
|
70.89
|
23.66
|
51.56
|
32.26
|
21.81
|
58.83
|
14.10
|
NA
|
51.82
|
24.12
|
77.71
|
NA
|
68.9
|
47.25
|
48.48
|
69.81
|
24.18
|
29.37
|
29.88
|
35.72
|
36.03
|
9.76
|
77.32
|
251.58
|
51.27
|
32.46
|
73.43
|
22.06
|
70.72
|
76.07
|
16.67
|
28.81
|
6.56
|
7.85
|
9.68
|
9.19
|
31.07
|
13.65
|
9.29
|
14.36
|
54.55
|
25.71
|
14.18
|
13.48
|
29.91
|
50.49
|
NA
|
12.13
|
12.00
|
20.19
|
8.20
|
29.90
|
24.81
|
21.16
|
37.98
|
7.19
|
12.36
|
12.41
|
36.70
|
12.89
|
8.63
|
20.31
|
34.08
|
10.24
|
5.82
|
10.10
|
17.13
|
17.37
|
13.32
|
15.25
|
58.91
|
10.46
|
11.60
|
49.04
|
15.61
|
23.60
|
30.26
|
26.64
|
11.49
|
52.62
|
26.76
|
30.23
|
26.63
|
44.09
|
26.95
|
86.34
|
20.15
|
30.96
|
49.63
|
11.44
|
25.62
|
51.99
|
3.80
|
6.48
|
120.23
|
18.58
|
79.05
|
14.15
|
9.08
|
21.00
|
75.81
|
100.49
|
70.44
|
24.31
|
55.36
|
21.47
|
26.59
|
76.42
|
NA
|
1.96
|
15.65
|
418.48
|
43.80
|
395.42
|
472.21
|
NA
|
8.14
|
42.45
|
10.58
|
28.61
|
94.05
|
350.26
|
86.71
|
112.22
|
17.77
|
142.17
|
98.59
|
42.93
|
66.26
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
79.56
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
20.38
|
88.63
|
19.91
|
NA
|
10.05
|
31.94
|
23.63
|
112.42
|
23.65
|
61.28
|
10.34
|
25.25
|
15.70
|
10.91
|
22.16
|
154.49
|
20.33
|
25.29
|
19.28
|
8.07
|
45.08
|
27.27
|
14.11
|
23.56
|
18.22
|
21.19
|
28.95
|
109.11
|
NA
|
19.39
|
30.97
|
29.99
|
143.60
|
60.02
|
32.93
|
46.08
|
16.96
|
179.10
|
55.68
|
15.65
|
294.88
|
101.64
|
29.81
|
46.90
|
NA
|
NA
|
NA
|
NA
|
39.50
|
NA
|
NA
|
20.05
|
14.3
|
51.85
|
57.30
|
9.51
|
37.20
|
21.32
|
17.29
|
12.89
|
22.47
|
118.08
|
28.38
|
7.76
|
140.13
|
80.36
|
29.47
|
10.21
|
172.74
|
37.08
|
35.83
|
38.20
|
30.44
|
8.35
|
11.05
|
44.99
|
29.19
|
43.42
|
14.71
|
9.08
|
35.87
|
90.54
|
48.87
|
25.21
|
70.50
|
74.78
|
44.15
|
20.09
|
42.83
|
9.20
|
15.90
|
9.20
|
|
2017-01-05
|
29.73
|
24.95
|
8.24
|
21.54
|
8.61
|
10.09
|
15.44
|
17.50
|
20.92
|
24.60
|
16.80
|
43.60
|
48.53
|
7.34
|
14.28
|
15.13
|
9.69
|
46.47
|
69.65
|
17.36
|
27.10
|
76.13
|
33.21
|
28.77
|
20.34
|
17.97
|
114.32
|
132.87
|
81.56
|
65.12
|
14.57
|
20.58
|
31.51
|
16.46
|
10.85
|
16.92
|
19.04
|
10.51
|
10.05
|
23.17
|
13.43
|
57.67
|
24.75
|
31.12
|
12.45
|
19.89
|
87.20
|
17.65
|
85.93
|
37.10
|
45.12
|
NA
|
23.01
|
8.55
|
21.65
|
5.60
|
5.70
|
22.37
|
5.15
|
16.89
|
36.39
|
6.74
|
16.50
|
26.97
|
4.17
|
34.20
|
15.07
|
4.01
|
15.55
|
11.69
|
9.19
|
14.01
|
4.41
|
7.86
|
8.44
|
17.36
|
8.12
|
4.07
|
34.22
|
18.46
|
7.93
|
7.98
|
8.75
|
8.69
|
9.48
|
8.49
|
15.75
|
16.39
|
20.82
|
11.65
|
13.60
|
10.40
|
9.89
|
18.44
|
6.34
|
20.81
|
27.80
|
10.18
|
25.71
|
299.54
|
114.25
|
38.08
|
26.11
|
14.45
|
40.71
|
5.88
|
18.34
|
8.97
|
14.29
|
16.49
|
10.03
|
16.81
|
71.64
|
31.94
|
10.28
|
108.46
|
13.23
|
83.88
|
9.09
|
29.08
|
27.22
|
14.81
|
28.43
|
43.39
|
45.58
|
121.55
|
141.79
|
8.64
|
25.45
|
11.83
|
50.51
|
140.94
|
59.46
|
32.48
|
69.32
|
52.43
|
NA
|
98.26
|
231.56
|
50.61
|
38.17
|
20.85
|
17.69
|
10.84
|
7.89
|
5.43
|
7.14
|
8.34
|
22.51
|
9.12
|
5.08
|
7.03
|
7.79
|
24.92
|
17.09
|
57.15
|
172.36
|
24.74
|
13.98
|
23.43
|
19.12
|
13.68
|
13.97
|
7.78
|
28.00
|
8.28
|
29.89
|
14.31
|
36.71
|
112.81
|
15.00
|
12.62
|
72.87
|
11.85
|
34.79
|
12.63
|
13.65
|
37.33
|
24.11
|
11.63
|
44.89
|
26.73
|
NA
|
26.25
|
48.73
|
18.72
|
23.78
|
53.81
|
36.97
|
12.91
|
5.66
|
7.03
|
27.20
|
11.83
|
9.07
|
32.80
|
11.69
|
33.0
|
13.62
|
9.03
|
15.91
|
10.21
|
16.44
|
23.17
|
19.07
|
5.49
|
10.65
|
7.59
|
10.53
|
12.19
|
20.81
|
10.00
|
39.79
|
7.52
|
11.79
|
6.75
|
9.86
|
7.36
|
2.94
|
15.72
|
4.00
|
31.55
|
9.61
|
19.52
|
10.02
|
8.72
|
23.83
|
6.51
|
141.26
|
396.72
|
39.01
|
19.44
|
27.55
|
13.30
|
32.60
|
22.86
|
56.54
|
44.61
|
15.57
|
18.50
|
10.71
|
68.32
|
48.96
|
25.68
|
23.69
|
18.71
|
337.97
|
31.81
|
169.01
|
160.06
|
197.93
|
51.51
|
174.26
|
NA
|
42.62
|
6.47
|
10.56
|
8.35
|
147.18
|
11.45
|
14.78
|
24.22
|
19.42
|
95.74
|
5.50
|
3.55
|
16.64
|
67.24
|
23.60
|
16.48
|
171.34
|
15.01
|
10.71
|
9.18
|
8.73
|
14.32
|
13.46
|
9.18
|
49.59
|
29.66
|
17.02
|
7.09
|
38.68
|
13.94
|
12.54
|
78.22
|
55.19
|
19.80
|
238.81
|
15.09
|
13.87
|
73.42
|
27.36
|
6.56
|
2.45
|
8.85
|
8.99
|
10.50
|
11.03
|
9.60
|
64.69
|
15.28
|
15.75
|
38.75
|
68.58
|
93.53
|
6.67
|
53.78
|
90.43
|
65.72
|
18.47
|
10.30
|
16.82
|
33.63
|
41.30
|
216.39
|
45.14
|
7.95
|
10.62
|
16.05
|
50.10
|
8.25
|
24.50
|
45.15
|
10.44
|
95.49
|
11.90
|
14.96
|
25.59
|
10.86
|
18.91
|
30.67
|
24.95
|
17.23
|
21.75
|
19.83
|
11.51
|
6.83
|
59.90
|
22.34
|
24.70
|
13.40
|
35.03
|
8.57
|
24.28
|
9.98
|
103.69
|
8.78
|
34.72
|
6.92
|
6.18
|
11.25
|
24.28
|
23.71
|
45.64
|
75.87
|
9.76
|
202.81
|
45.75
|
89.06
|
12.56
|
41.85
|
31.05
|
10.30
|
17.49
|
20.25
|
35.63
|
15.94
|
35.40
|
19.85
|
9.74
|
12.51
|
35.99
|
207.74
|
1.34
|
22.61
|
18.25
|
18.61
|
28.70
|
15.84
|
12.69
|
15.10
|
16.66
|
31.30
|
9.40
|
37.53
|
20.45
|
7.51
|
35.21
|
23.19
|
14.80
|
86.21
|
32.91
|
81.3
|
13.55
|
15.49
|
6.39
|
11.34
|
10.99
|
14.18
|
8.99
|
15.80
|
5.89
|
6.76
|
18.30
|
19.41
|
17.72
|
5.74
|
12.65
|
14.26
|
16.71
|
21.97
|
8.74
|
8.20
|
19.10
|
24.50
|
38.11
|
8.90
|
33.35
|
14.56
|
9.30
|
51.80
|
32.31
|
6.87
|
10.61
|
18.50
|
23.35
|
12.34
|
40.71
|
10.39
|
9.09
|
7.03
|
26.06
|
12.14
|
7.67
|
15.75
|
24.41
|
12.05
|
13.27
|
NA
|
18.20
|
35.16
|
19.79
|
27.15
|
23.53
|
12.07
|
15.24
|
22.44
|
8.18
|
14.24
|
152.68
|
24.94
|
36.67
|
203.02
|
127.57
|
75.93
|
28.87
|
45.85
|
14.93
|
26.23
|
7.96
|
14.22
|
11.69
|
26.36
|
17.45
|
7.34
|
8.14
|
7.99
|
10.15
|
7.97
|
12.71
|
23.79
|
12.98
|
12.15
|
10.25
|
13.57
|
13.92
|
47.15
|
44.38
|
7.23
|
15.11
|
11.18
|
21.12
|
10.13
|
7.44
|
7.16
|
7.97
|
16.27
|
15.23
|
NA
|
24.52
|
14.42
|
21.67
|
18.46
|
9.83
|
17.71
|
35.42
|
10.87
|
207.25
|
13.33
|
77.26
|
19.78
|
84.73
|
45.81
|
NA
|
10.01
|
36.59
|
46.22
|
35.17
|
30.92
|
3938.63
|
40.86
|
7.30
|
18.08
|
26.17
|
21.30
|
22.08
|
23.01
|
16.54
|
29.97
|
11.28
|
46.33
|
65.30
|
7.00
|
11.54
|
39.25
|
12.35
|
14.51
|
16.14
|
34.30
|
11.70
|
34.23
|
14.51
|
97.53
|
29.39
|
37.54
|
12.08
|
9.11
|
30.92
|
16.10
|
35.48
|
2.16
|
68.24
|
97.04
|
16.27
|
10.01
|
15.30
|
9.15
|
10.33
|
4.45
|
7.31
|
24.54
|
15.95
|
14.96
|
15.60
|
10.32
|
22.27
|
32.74
|
18.32
|
20.67
|
20.22
|
123.57
|
22.80
|
22.75
|
24.20
|
66.74
|
20.76
|
11.40
|
21.07
|
33.45
|
11.55
|
12.11
|
28.41
|
7.85
|
15.25
|
9.63
|
13.84
|
31.10
|
59.73
|
40.47
|
79.12
|
18.79
|
2.72
|
110.67
|
74.09
|
49.99
|
16.74
|
10.94
|
22.46
|
76.33
|
90.69
|
71.50
|
11.62
|
12.50
|
44.64
|
26.25
|
34.83
|
21.21
|
24.58
|
NA
|
119.93
|
90.33
|
17.25
|
17.67
|
33.97
|
12.87
|
11.01
|
56.02
|
15.40
|
12.50
|
55.77
|
33.31
|
14.70
|
12.99
|
52.00
|
24.25
|
30.80
|
89.38
|
12.04
|
32.09
|
49.56
|
30.31
|
160.91
|
19.38
|
55.15
|
74.52
|
10.35
|
7.28
|
14.50
|
13.89
|
13.78
|
36.15
|
9.77
|
14.39
|
42.00
|
24.99
|
71.43
|
NA
|
NA
|
40.94
|
31.86
|
30.65
|
68.99
|
34.36
|
145.44
|
31.87
|
21.50
|
47.34
|
NA
|
NA
|
41.66
|
80.01
|
11.69
|
17.40
|
78.98
|
133.05
|
20.74
|
28.83
|
91.96
|
NA
|
38.97
|
126.48
|
95.42
|
57.82
|
65.39
|
NA
|
NA
|
NA
|
14.22
|
28.95
|
23.75
|
51.07
|
39.03
|
90.34
|
27.92
|
115.39
|
NA
|
NA
|
NA
|
66.46
|
22.62
|
79.20
|
38.96
|
28.28
|
36.05
|
27.98
|
13.10
|
14.65
|
62.11
|
69.82
|
23.57
|
50.63
|
32.73
|
21.71
|
59.10
|
14.85
|
NA
|
52.80
|
25.14
|
79.31
|
NA
|
68.7
|
47.25
|
48.30
|
69.52
|
24.36
|
29.37
|
30.08
|
35.72
|
35.67
|
9.54
|
77.05
|
276.55
|
51.63
|
32.92
|
73.52
|
22.94
|
72.33
|
76.33
|
16.81
|
28.90
|
6.46
|
7.84
|
9.63
|
9.13
|
30.94
|
13.65
|
9.29
|
14.31
|
54.30
|
25.71
|
14.33
|
13.67
|
30.26
|
50.67
|
NA
|
12.22
|
12.00
|
20.37
|
8.21
|
30.06
|
25.21
|
21.20
|
38.10
|
7.31
|
12.22
|
12.36
|
36.70
|
12.69
|
8.65
|
20.40
|
33.62
|
10.20
|
5.86
|
10.15
|
17.37
|
17.47
|
13.22
|
15.50
|
57.88
|
10.74
|
11.50
|
49.21
|
15.69
|
23.93
|
30.31
|
26.64
|
11.58
|
52.82
|
26.67
|
30.55
|
26.42
|
44.31
|
27.18
|
85.72
|
20.35
|
33.99
|
49.97
|
11.90
|
25.80
|
51.99
|
3.80
|
6.73
|
119.78
|
18.23
|
78.42
|
14.40
|
9.15
|
21.35
|
75.90
|
98.68
|
70.44
|
24.35
|
55.36
|
21.38
|
27.48
|
77.82
|
NA
|
1.96
|
15.65
|
430.52
|
43.89
|
398.72
|
478.12
|
NA
|
8.14
|
43.16
|
10.48
|
28.52
|
94.90
|
361.53
|
86.15
|
111.77
|
17.87
|
142.17
|
99.94
|
42.76
|
66.26
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
79.28
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
20.72
|
88.63
|
19.96
|
NA
|
10.09
|
31.89
|
23.96
|
113.72
|
23.65
|
60.67
|
10.40
|
25.66
|
15.99
|
11.01
|
22.46
|
154.05
|
20.41
|
26.18
|
19.46
|
8.08
|
45.00
|
27.72
|
14.30
|
23.51
|
18.26
|
21.52
|
29.04
|
111.00
|
NA
|
19.24
|
31.56
|
29.55
|
143.60
|
60.48
|
33.95
|
46.28
|
17.01
|
179.10
|
56.08
|
15.78
|
297.68
|
100.36
|
29.72
|
47.26
|
NA
|
NA
|
NA
|
NA
|
40.40
|
NA
|
NA
|
20.10
|
14.1
|
51.49
|
57.30
|
9.71
|
37.34
|
21.32
|
17.29
|
12.94
|
22.52
|
120.88
|
28.72
|
7.79
|
140.61
|
80.73
|
29.47
|
10.35
|
180.27
|
36.86
|
35.83
|
38.20
|
30.48
|
8.35
|
11.40
|
45.33
|
29.23
|
43.20
|
14.71
|
9.05
|
36.14
|
89.89
|
49.23
|
25.29
|
71.32
|
74.24
|
44.06
|
20.28
|
42.89
|
9.24
|
16.10
|
9.25
|
|
2017-01-06
|
29.73
|
24.95
|
8.21
|
21.41
|
8.57
|
10.11
|
15.39
|
17.45
|
21.10
|
24.43
|
16.85
|
43.74
|
48.53
|
7.38
|
14.23
|
15.09
|
9.78
|
46.32
|
69.83
|
17.32
|
26.97
|
76.31
|
33.17
|
28.77
|
20.69
|
17.97
|
114.78
|
131.97
|
81.65
|
65.12
|
14.52
|
20.62
|
31.42
|
16.63
|
10.95
|
16.75
|
19.41
|
10.60
|
10.05
|
23.12
|
13.49
|
58.41
|
24.80
|
30.76
|
12.45
|
19.89
|
86.94
|
17.75
|
86.39
|
37.14
|
45.04
|
NA
|
23.11
|
8.55
|
21.65
|
5.65
|
5.70
|
22.46
|
5.15
|
16.89
|
36.75
|
6.73
|
16.40
|
27.24
|
4.18
|
34.20
|
15.30
|
4.40
|
15.40
|
12.07
|
9.12
|
14.09
|
4.58
|
7.87
|
8.46
|
17.85
|
8.20
|
4.10
|
34.15
|
18.51
|
7.95
|
7.97
|
8.94
|
8.80
|
9.53
|
8.44
|
15.66
|
16.58
|
20.70
|
11.60
|
13.55
|
10.50
|
9.85
|
18.44
|
6.39
|
20.55
|
27.80
|
10.18
|
25.97
|
296.76
|
111.52
|
38.08
|
26.02
|
14.65
|
40.98
|
5.90
|
18.66
|
8.90
|
14.58
|
18.10
|
9.98
|
16.95
|
71.73
|
32.07
|
10.37
|
108.46
|
13.23
|
85.85
|
9.37
|
29.08
|
27.13
|
14.95
|
28.34
|
43.25
|
45.58
|
123.89
|
143.56
|
8.55
|
25.31
|
11.83
|
51.05
|
142.25
|
59.73
|
32.48
|
69.00
|
52.99
|
NA
|
99.67
|
238.66
|
53.83
|
38.67
|
20.62
|
17.60
|
10.75
|
7.86
|
5.45
|
7.13
|
8.33
|
22.47
|
9.79
|
5.10
|
7.02
|
7.83
|
24.96
|
17.04
|
57.42
|
170.01
|
25.19
|
13.94
|
23.24
|
19.22
|
13.68
|
14.16
|
7.78
|
28.00
|
8.28
|
29.85
|
14.13
|
36.80
|
111.41
|
15.05
|
12.71
|
72.87
|
12.03
|
34.70
|
12.63
|
13.55
|
37.33
|
24.11
|
11.67
|
44.79
|
26.82
|
NA
|
26.29
|
48.91
|
18.76
|
23.63
|
54.39
|
37.11
|
12.77
|
5.63
|
7.04
|
27.29
|
11.83
|
9.14
|
32.80
|
11.59
|
32.7
|
14.13
|
9.15
|
17.48
|
10.68
|
18.04
|
23.03
|
18.80
|
5.51
|
10.70
|
7.58
|
10.53
|
12.15
|
20.91
|
9.99
|
40.10
|
7.69
|
11.83
|
6.75
|
9.81
|
7.38
|
2.90
|
15.77
|
3.90
|
31.12
|
9.56
|
19.70
|
9.98
|
8.65
|
23.57
|
6.46
|
142.19
|
397.21
|
39.01
|
20.09
|
27.69
|
13.25
|
32.31
|
22.82
|
57.37
|
45.21
|
15.52
|
18.46
|
10.61
|
67.96
|
49.47
|
25.77
|
23.69
|
18.67
|
338.43
|
31.69
|
169.01
|
159.60
|
198.71
|
51.25
|
174.26
|
NA
|
42.66
|
6.54
|
10.74
|
8.43
|
149.50
|
11.50
|
15.01
|
24.71
|
19.36
|
95.51
|
5.42
|
3.56
|
16.59
|
68.25
|
23.37
|
16.34
|
171.80
|
16.19
|
10.76
|
9.74
|
8.80
|
14.27
|
13.84
|
9.09
|
50.42
|
29.85
|
17.02
|
7.04
|
38.45
|
14.07
|
12.64
|
77.94
|
54.92
|
19.76
|
239.70
|
14.85
|
13.69
|
75.77
|
27.03
|
6.54
|
2.52
|
8.86
|
9.01
|
10.60
|
11.12
|
9.65
|
64.81
|
15.28
|
15.89
|
38.23
|
68.31
|
93.07
|
6.64
|
54.14
|
87.58
|
65.01
|
18.47
|
10.25
|
16.92
|
33.44
|
41.04
|
219.81
|
45.66
|
7.86
|
10.53
|
16.60
|
50.40
|
8.33
|
24.35
|
45.48
|
10.70
|
94.12
|
11.80
|
15.01
|
25.54
|
10.86
|
18.68
|
30.97
|
24.81
|
17.28
|
21.75
|
19.73
|
11.42
|
6.88
|
61.01
|
22.96
|
24.75
|
13.45
|
35.07
|
8.68
|
24.17
|
10.20
|
102.83
|
9.65
|
34.63
|
7.11
|
6.15
|
11.35
|
24.28
|
23.89
|
45.64
|
75.25
|
9.85
|
204.67
|
46.22
|
88.94
|
12.56
|
42.64
|
30.92
|
10.35
|
17.63
|
20.35
|
35.77
|
15.76
|
35.40
|
19.66
|
9.88
|
12.64
|
36.27
|
209.14
|
1.32
|
22.87
|
18.31
|
18.61
|
28.70
|
15.84
|
12.74
|
15.24
|
17.60
|
31.30
|
9.45
|
37.70
|
20.68
|
7.69
|
35.56
|
23.23
|
14.89
|
86.21
|
32.86
|
81.2
|
13.35
|
15.49
|
6.38
|
11.44
|
10.95
|
13.97
|
9.07
|
15.80
|
5.85
|
6.75
|
18.30
|
19.36
|
17.67
|
5.74
|
12.74
|
14.37
|
16.75
|
21.93
|
8.79
|
8.24
|
19.10
|
24.05
|
38.36
|
8.90
|
33.22
|
14.47
|
9.34
|
51.80
|
32.09
|
6.86
|
10.94
|
18.68
|
23.73
|
12.44
|
40.67
|
10.49
|
9.09
|
7.15
|
26.35
|
12.19
|
7.71
|
15.75
|
24.36
|
12.10
|
13.18
|
NA
|
18.39
|
35.21
|
19.79
|
27.20
|
23.53
|
12.12
|
15.38
|
22.49
|
8.18
|
14.24
|
152.23
|
24.94
|
36.67
|
206.61
|
129.43
|
75.47
|
28.73
|
46.50
|
14.97
|
25.87
|
7.95
|
14.07
|
11.74
|
25.91
|
17.45
|
7.33
|
8.15
|
7.98
|
10.20
|
7.97
|
12.66
|
23.70
|
13.07
|
12.02
|
10.16
|
13.53
|
13.97
|
47.33
|
44.70
|
7.20
|
15.15
|
11.18
|
21.16
|
10.17
|
7.44
|
7.17
|
8.00
|
16.27
|
15.23
|
NA
|
24.42
|
14.42
|
21.72
|
18.42
|
9.87
|
17.76
|
35.07
|
10.87
|
203.66
|
13.29
|
76.41
|
19.88
|
87.53
|
45.63
|
NA
|
10.06
|
36.63
|
46.27
|
34.78
|
30.83
|
4031.02
|
40.95
|
7.30
|
17.84
|
26.12
|
21.43
|
22.18
|
23.01
|
16.45
|
31.42
|
11.28
|
46.13
|
65.21
|
7.00
|
11.54
|
39.38
|
12.44
|
14.55
|
16.36
|
33.95
|
11.38
|
35.35
|
14.51
|
98.42
|
29.53
|
37.54
|
12.13
|
10.01
|
30.16
|
16.05
|
35.75
|
2.15
|
67.61
|
95.69
|
16.13
|
9.96
|
15.21
|
9.13
|
10.33
|
4.43
|
7.28
|
24.65
|
16.04
|
14.92
|
15.85
|
10.23
|
22.32
|
34.19
|
18.23
|
20.72
|
20.13
|
124.89
|
22.05
|
22.80
|
23.92
|
66.27
|
21.05
|
11.50
|
21.63
|
33.77
|
11.60
|
12.48
|
30.85
|
7.72
|
15.25
|
9.60
|
13.65
|
30.74
|
64.22
|
40.00
|
78.84
|
18.70
|
2.61
|
108.18
|
74.18
|
49.71
|
16.74
|
10.76
|
22.32
|
76.80
|
88.58
|
70.21
|
11.99
|
12.55
|
44.72
|
26.60
|
35.11
|
21.74
|
25.17
|
NA
|
119.38
|
91.74
|
17.40
|
17.72
|
33.59
|
13.05
|
11.01
|
55.54
|
15.40
|
12.10
|
55.77
|
32.84
|
14.60
|
12.83
|
51.55
|
24.15
|
30.71
|
89.92
|
12.14
|
31.85
|
48.61
|
30.21
|
163.71
|
19.38
|
55.43
|
74.52
|
10.35
|
7.25
|
14.35
|
13.79
|
13.72
|
36.20
|
9.77
|
14.58
|
41.81
|
24.99
|
73.74
|
NA
|
NA
|
40.98
|
31.86
|
30.60
|
69.35
|
34.41
|
143.60
|
32.11
|
21.45
|
47.16
|
NA
|
NA
|
42.13
|
79.45
|
11.69
|
17.55
|
78.98
|
132.12
|
20.84
|
28.52
|
91.51
|
NA
|
39.47
|
125.09
|
99.68
|
57.73
|
65.57
|
NA
|
NA
|
NA
|
14.17
|
29.33
|
24.25
|
51.25
|
38.85
|
90.89
|
27.83
|
114.45
|
NA
|
NA
|
NA
|
66.46
|
22.26
|
79.97
|
39.51
|
28.11
|
36.37
|
27.93
|
13.10
|
14.60
|
63.21
|
69.82
|
23.26
|
53.25
|
33.15
|
21.57
|
59.47
|
14.80
|
NA
|
52.09
|
24.75
|
83.29
|
NA
|
67.5
|
47.78
|
48.94
|
68.38
|
24.36
|
29.37
|
33.07
|
35.95
|
35.76
|
10.08
|
77.77
|
282.10
|
51.72
|
32.74
|
73.52
|
22.66
|
72.33
|
76.69
|
16.76
|
28.90
|
6.49
|
7.84
|
9.68
|
9.14
|
30.90
|
13.60
|
9.38
|
14.40
|
54.30
|
25.49
|
14.38
|
13.72
|
30.13
|
50.67
|
NA
|
12.22
|
12.00
|
20.79
|
8.21
|
30.10
|
25.16
|
21.39
|
38.15
|
7.31
|
12.36
|
12.65
|
36.70
|
12.54
|
8.69
|
20.44
|
33.53
|
10.05
|
5.83
|
10.15
|
17.27
|
17.52
|
13.00
|
15.40
|
57.41
|
10.65
|
10.75
|
50.16
|
15.69
|
24.06
|
30.35
|
26.73
|
11.58
|
52.62
|
26.90
|
30.50
|
26.50
|
44.49
|
27.45
|
85.98
|
20.59
|
34.30
|
51.16
|
11.95
|
25.84
|
52.08
|
3.99
|
6.75
|
122.93
|
18.27
|
78.42
|
14.15
|
9.06
|
21.35
|
76.70
|
98.68
|
70.00
|
24.17
|
55.27
|
21.38
|
28.05
|
78.08
|
NA
|
1.96
|
15.70
|
430.52
|
42.73
|
395.42
|
480.08
|
NA
|
8.07
|
42.89
|
10.43
|
28.56
|
95.84
|
357.35
|
86.05
|
112.22
|
17.87
|
141.70
|
98.14
|
42.85
|
66.08
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
78.91
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
20.53
|
89.16
|
19.96
|
NA
|
10.02
|
32.71
|
23.96
|
113.29
|
23.54
|
59.98
|
10.32
|
25.66
|
16.43
|
11.10
|
22.50
|
159.77
|
20.37
|
27.22
|
18.87
|
8.09
|
45.26
|
27.67
|
14.83
|
24.41
|
18.39
|
21.67
|
29.04
|
113.36
|
NA
|
19.00
|
31.39
|
29.81
|
143.60
|
60.20
|
33.72
|
46.08
|
17.01
|
179.10
|
55.68
|
15.78
|
281.79
|
100.36
|
29.62
|
47.71
|
NA
|
NA
|
NA
|
NA
|
40.22
|
NA
|
NA
|
20.14
|
14.3
|
51.21
|
57.57
|
9.85
|
37.47
|
21.36
|
17.20
|
12.99
|
22.61
|
120.88
|
29.11
|
7.81
|
154.05
|
80.45
|
29.47
|
10.40
|
184.04
|
37.08
|
35.74
|
38.34
|
30.18
|
8.35
|
11.35
|
45.16
|
28.91
|
43.55
|
14.54
|
9.05
|
36.09
|
90.26
|
49.60
|
25.21
|
70.86
|
75.60
|
43.89
|
20.09
|
43.12
|
9.24
|
16.30
|
9.19
|
|
2017-01-09
|
29.43
|
24.76
|
8.31
|
21.41
|
8.59
|
10.11
|
15.29
|
17.55
|
21.06
|
24.09
|
16.80
|
43.37
|
48.62
|
7.35
|
14.28
|
14.94
|
9.83
|
46.37
|
69.01
|
17.32
|
27.18
|
76.31
|
33.35
|
28.91
|
20.76
|
18.02
|
114.78
|
129.27
|
81.38
|
65.48
|
14.25
|
19.69
|
31.37
|
16.37
|
10.65
|
16.58
|
19.08
|
10.27
|
10.05
|
23.03
|
13.99
|
57.21
|
24.80
|
30.76
|
12.50
|
19.89
|
86.49
|
17.41
|
85.29
|
37.46
|
44.40
|
NA
|
22.83
|
8.53
|
21.61
|
5.65
|
5.66
|
22.50
|
5.16
|
16.89
|
36.52
|
6.69
|
16.30
|
27.06
|
4.18
|
34.15
|
15.30
|
4.40
|
15.11
|
12.11
|
9.03
|
14.05
|
4.58
|
7.81
|
8.42
|
17.50
|
8.23
|
4.05
|
34.08
|
18.33
|
7.97
|
7.88
|
9.00
|
8.80
|
9.48
|
8.46
|
15.43
|
16.27
|
20.42
|
11.65
|
13.40
|
10.65
|
9.88
|
18.44
|
6.53
|
20.37
|
27.66
|
10.23
|
25.51
|
287.48
|
109.70
|
37.61
|
26.02
|
14.70
|
40.80
|
5.98
|
18.57
|
8.77
|
14.68
|
17.97
|
9.98
|
16.86
|
72.69
|
31.67
|
10.37
|
109.41
|
13.32
|
86.31
|
9.28
|
29.08
|
26.94
|
15.00
|
27.89
|
42.51
|
45.03
|
121.55
|
143.56
|
8.56
|
25.13
|
12.46
|
50.87
|
140.94
|
58.18
|
32.20
|
69.00
|
53.47
|
NA
|
98.26
|
237.24
|
52.36
|
38.30
|
19.96
|
17.45
|
10.75
|
7.80
|
5.38
|
7.11
|
8.30
|
22.51
|
9.70
|
5.14
|
7.02
|
7.76
|
25.30
|
17.04
|
56.96
|
161.56
|
25.14
|
13.98
|
23.28
|
18.98
|
13.59
|
14.16
|
7.83
|
28.08
|
8.20
|
29.58
|
14.08
|
36.58
|
110.95
|
14.69
|
12.62
|
72.78
|
12.08
|
34.75
|
12.72
|
13.55
|
37.51
|
23.97
|
11.63
|
44.65
|
26.73
|
NA
|
25.81
|
48.64
|
18.85
|
23.63
|
53.71
|
36.88
|
12.67
|
5.60
|
7.02
|
27.62
|
11.79
|
9.07
|
32.71
|
11.44
|
32.6
|
13.57
|
8.95
|
18.42
|
10.40
|
18.08
|
22.89
|
18.71
|
5.49
|
10.85
|
7.45
|
10.62
|
12.10
|
21.00
|
9.90
|
40.10
|
7.76
|
11.83
|
6.70
|
9.86
|
7.32
|
2.90
|
15.72
|
4.00
|
30.59
|
9.43
|
19.47
|
9.93
|
8.70
|
23.31
|
6.46
|
142.65
|
391.88
|
38.62
|
20.79
|
27.64
|
13.45
|
32.69
|
22.70
|
57.92
|
45.12
|
15.38
|
18.75
|
10.71
|
68.94
|
48.79
|
25.68
|
23.69
|
18.62
|
337.04
|
31.46
|
167.74
|
159.60
|
195.62
|
51.25
|
182.26
|
NA
|
42.79
|
6.44
|
10.74
|
8.27
|
149.50
|
11.50
|
15.06
|
25.01
|
19.20
|
95.17
|
5.54
|
3.51
|
16.50
|
68.81
|
23.42
|
16.19
|
171.80
|
15.91
|
10.32
|
9.89
|
8.81
|
14.17
|
13.55
|
9.00
|
49.13
|
29.75
|
17.66
|
6.99
|
39.61
|
14.07
|
12.50
|
78.50
|
55.37
|
20.64
|
238.81
|
14.89
|
13.51
|
75.49
|
26.98
|
6.88
|
2.45
|
8.78
|
9.11
|
10.40
|
11.17
|
9.70
|
64.81
|
15.10
|
15.94
|
37.57
|
66.96
|
93.07
|
6.68
|
55.21
|
87.22
|
64.75
|
18.20
|
11.25
|
16.67
|
33.40
|
41.34
|
220.24
|
45.92
|
7.90
|
10.48
|
16.55
|
50.10
|
8.62
|
22.95
|
45.39
|
10.95
|
93.21
|
11.70
|
15.09
|
26.70
|
10.71
|
18.86
|
31.48
|
25.35
|
17.10
|
21.60
|
19.68
|
11.28
|
6.98
|
61.20
|
22.96
|
24.53
|
13.55
|
34.94
|
8.62
|
23.84
|
9.85
|
101.53
|
9.89
|
35.17
|
7.09
|
6.10
|
11.30
|
23.84
|
23.54
|
45.99
|
75.60
|
9.76
|
201.88
|
45.85
|
88.69
|
11.49
|
42.88
|
30.84
|
10.30
|
15.94
|
20.30
|
35.68
|
15.84
|
35.40
|
19.20
|
9.84
|
12.73
|
36.18
|
210.08
|
1.33
|
22.96
|
18.25
|
18.61
|
28.65
|
15.84
|
12.78
|
15.15
|
17.11
|
31.82
|
9.13
|
35.90
|
20.86
|
7.99
|
35.21
|
23.32
|
14.75
|
86.21
|
32.81
|
79.2
|
13.15
|
15.45
|
6.62
|
11.39
|
10.85
|
13.97
|
8.94
|
15.85
|
5.80
|
6.75
|
18.39
|
19.54
|
17.67
|
6.00
|
12.65
|
14.45
|
17.01
|
21.97
|
8.76
|
8.17
|
18.95
|
23.85
|
38.32
|
8.94
|
33.22
|
14.43
|
9.37
|
52.23
|
32.18
|
6.84
|
11.03
|
18.45
|
23.58
|
12.44
|
40.62
|
10.43
|
9.12
|
7.09
|
26.01
|
12.14
|
7.60
|
15.85
|
24.23
|
12.01
|
13.18
|
NA
|
18.24
|
34.76
|
19.88
|
27.24
|
23.39
|
12.03
|
15.24
|
22.30
|
8.15
|
14.19
|
152.68
|
24.89
|
36.45
|
204.22
|
126.17
|
77.04
|
28.91
|
46.87
|
14.93
|
25.64
|
7.97
|
14.22
|
11.74
|
26.11
|
17.49
|
7.30
|
8.15
|
8.01
|
10.10
|
7.96
|
12.71
|
23.70
|
13.02
|
11.88
|
10.16
|
13.45
|
14.01
|
47.42
|
44.93
|
7.18
|
14.98
|
11.13
|
20.85
|
10.09
|
7.33
|
7.15
|
7.97
|
16.27
|
15.19
|
NA
|
24.42
|
14.42
|
21.63
|
18.38
|
9.92
|
17.90
|
32.42
|
10.63
|
204.11
|
13.24
|
80.10
|
19.98
|
86.73
|
44.24
|
NA
|
9.97
|
36.54
|
46.27
|
36.18
|
30.10
|
3899.73
|
40.95
|
7.18
|
17.65
|
25.91
|
21.17
|
21.54
|
23.19
|
16.32
|
30.75
|
11.23
|
46.23
|
64.85
|
7.00
|
11.29
|
39.25
|
12.49
|
14.51
|
16.28
|
33.77
|
11.51
|
34.45
|
14.47
|
95.74
|
29.77
|
37.23
|
11.94
|
10.06
|
30.27
|
16.10
|
35.44
|
2.11
|
65.81
|
95.24
|
15.90
|
10.01
|
15.30
|
8.90
|
10.33
|
4.23
|
7.26
|
24.48
|
16.23
|
14.79
|
15.30
|
9.94
|
22.22
|
35.10
|
17.90
|
20.55
|
20.03
|
124.45
|
21.25
|
23.15
|
26.31
|
65.62
|
20.68
|
11.60
|
21.54
|
34.00
|
11.60
|
12.30
|
30.63
|
7.54
|
15.00
|
9.55
|
13.55
|
30.52
|
64.75
|
38.81
|
78.18
|
18.20
|
2.48
|
104.71
|
73.40
|
48.53
|
16.78
|
10.71
|
22.12
|
75.85
|
86.82
|
71.15
|
11.90
|
12.35
|
45.07
|
26.00
|
35.06
|
21.16
|
25.04
|
NA
|
115.34
|
91.83
|
17.25
|
17.67
|
33.73
|
13.05
|
10.96
|
54.98
|
15.15
|
11.80
|
55.58
|
32.47
|
14.20
|
12.51
|
51.01
|
23.82
|
30.62
|
88.75
|
12.04
|
31.85
|
47.15
|
29.72
|
159.98
|
19.33
|
55.72
|
73.09
|
10.25
|
7.03
|
14.50
|
13.54
|
13.40
|
36.01
|
9.59
|
14.39
|
41.77
|
24.91
|
71.33
|
NA
|
NA
|
40.67
|
31.43
|
30.15
|
68.08
|
33.89
|
138.08
|
31.77
|
21.40
|
46.59
|
NA
|
NA
|
41.94
|
78.42
|
11.74
|
18.20
|
79.35
|
130.26
|
20.74
|
28.61
|
92.42
|
NA
|
40.02
|
123.71
|
100.11
|
59.51
|
65.48
|
NA
|
NA
|
NA
|
14.22
|
29.54
|
23.50
|
50.55
|
38.53
|
90.80
|
27.11
|
116.32
|
NA
|
NA
|
NA
|
66.37
|
22.30
|
81.23
|
40.05
|
28.88
|
35.91
|
27.98
|
13.10
|
14.35
|
61.19
|
69.73
|
23.39
|
51.56
|
32.56
|
20.20
|
59.10
|
14.25
|
NA
|
51.47
|
24.75
|
80.19
|
NA
|
67.7
|
47.69
|
48.48
|
67.62
|
24.71
|
29.32
|
32.25
|
35.31
|
36.03
|
10.00
|
78.13
|
273.32
|
51.81
|
32.23
|
71.23
|
22.94
|
71.70
|
77.13
|
16.20
|
30.02
|
6.57
|
7.84
|
9.68
|
9.14
|
30.94
|
13.60
|
9.34
|
14.45
|
54.30
|
25.45
|
14.28
|
13.67
|
29.91
|
50.67
|
NA
|
12.22
|
12.00
|
20.93
|
8.20
|
30.10
|
24.72
|
21.43
|
38.06
|
7.51
|
12.27
|
12.50
|
36.97
|
12.54
|
8.69
|
20.40
|
32.75
|
10.39
|
6.00
|
10.05
|
17.08
|
17.52
|
12.72
|
13.90
|
56.93
|
10.60
|
10.75
|
48.95
|
15.61
|
24.02
|
30.35
|
26.51
|
11.58
|
52.42
|
26.62
|
30.08
|
26.33
|
44.45
|
27.18
|
86.43
|
20.35
|
33.62
|
51.08
|
11.90
|
25.92
|
52.17
|
3.60
|
6.71
|
131.48
|
18.00
|
79.33
|
14.05
|
9.03
|
21.35
|
77.40
|
96.43
|
69.91
|
23.99
|
55.18
|
21.02
|
28.33
|
78.60
|
NA
|
1.92
|
15.46
|
424.04
|
42.64
|
402.96
|
468.77
|
NA
|
8.10
|
41.96
|
10.09
|
28.83
|
91.22
|
351.51
|
86.05
|
111.77
|
17.82
|
140.29
|
98.14
|
42.68
|
65.54
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
79.00
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
19.84
|
82.03
|
19.86
|
NA
|
10.16
|
33.16
|
23.72
|
111.55
|
23.43
|
59.54
|
10.28
|
25.66
|
16.43
|
11.15
|
22.75
|
161.97
|
19.89
|
26.85
|
18.42
|
8.11
|
44.91
|
27.18
|
14.45
|
24.46
|
18.22
|
21.81
|
29.04
|
116.20
|
NA
|
18.80
|
31.06
|
29.51
|
141.84
|
62.23
|
33.16
|
46.08
|
17.01
|
177.70
|
55.61
|
15.78
|
269.64
|
99.50
|
29.62
|
47.35
|
NA
|
NA
|
NA
|
NA
|
40.22
|
NA
|
NA
|
20.05
|
14.4
|
51.03
|
57.48
|
9.86
|
35.97
|
21.45
|
16.91
|
12.94
|
22.61
|
120.88
|
27.94
|
7.83
|
160.29
|
80.54
|
29.47
|
10.45
|
185.45
|
36.72
|
35.78
|
38.34
|
30.09
|
8.35
|
11.10
|
44.99
|
28.91
|
43.02
|
14.71
|
9.09
|
36.09
|
88.30
|
49.05
|
25.25
|
70.95
|
75.96
|
44.06
|
20.19
|
43.59
|
9.20
|
16.25
|
9.16
|
|
2017-01-10
|
29.47
|
24.67
|
8.28
|
21.37
|
8.59
|
10.16
|
15.29
|
17.40
|
20.92
|
23.96
|
16.75
|
42.78
|
48.17
|
7.34
|
14.23
|
15.13
|
9.78
|
46.32
|
68.56
|
17.56
|
27.01
|
76.04
|
33.44
|
28.77
|
20.62
|
17.97
|
114.78
|
135.12
|
80.74
|
64.86
|
14.43
|
19.69
|
31.42
|
16.94
|
10.55
|
16.75
|
19.13
|
10.51
|
10.10
|
23.08
|
14.05
|
55.28
|
24.75
|
30.76
|
12.50
|
19.84
|
85.07
|
17.85
|
84.92
|
36.73
|
44.16
|
NA
|
23.01
|
8.50
|
21.61
|
5.64
|
5.67
|
22.55
|
5.16
|
15.79
|
36.52
|
6.69
|
16.20
|
27.06
|
4.17
|
34.11
|
15.39
|
4.52
|
15.11
|
11.92
|
9.08
|
14.01
|
4.65
|
7.84
|
8.39
|
17.46
|
8.19
|
4.06
|
34.08
|
18.59
|
7.96
|
7.88
|
8.88
|
8.80
|
9.53
|
8.31
|
15.48
|
16.39
|
20.54
|
11.70
|
13.35
|
10.60
|
9.82
|
18.49
|
6.57
|
20.28
|
27.52
|
10.32
|
25.31
|
306.03
|
111.52
|
37.61
|
25.97
|
14.65
|
40.75
|
5.91
|
18.66
|
8.81
|
14.39
|
17.12
|
9.98
|
16.77
|
72.61
|
31.45
|
10.46
|
107.52
|
13.32
|
85.85
|
9.23
|
30.63
|
27.22
|
15.00
|
28.12
|
42.51
|
44.98
|
118.28
|
142.68
|
8.44
|
25.22
|
12.37
|
51.95
|
141.82
|
58.55
|
31.63
|
68.78
|
53.28
|
NA
|
98.26
|
237.72
|
50.61
|
37.89
|
19.91
|
17.50
|
10.75
|
7.78
|
5.36
|
6.99
|
8.29
|
22.56
|
9.52
|
5.12
|
7.05
|
7.93
|
25.11
|
16.99
|
57.42
|
165.32
|
24.69
|
13.98
|
23.00
|
19.03
|
13.59
|
14.16
|
7.81
|
27.92
|
8.18
|
29.58
|
14.04
|
36.53
|
111.88
|
14.78
|
12.53
|
72.87
|
12.26
|
34.61
|
12.68
|
13.55
|
36.65
|
23.82
|
11.58
|
44.60
|
26.59
|
NA
|
26.63
|
49.18
|
18.76
|
24.13
|
53.62
|
37.02
|
12.43
|
5.60
|
7.01
|
27.54
|
11.74
|
9.04
|
32.84
|
11.35
|
32.6
|
13.76
|
9.00
|
18.69
|
10.21
|
19.33
|
22.89
|
18.53
|
5.40
|
10.95
|
7.36
|
10.53
|
12.15
|
21.10
|
10.10
|
40.28
|
7.76
|
11.88
|
6.71
|
9.90
|
7.27
|
2.82
|
15.68
|
3.98
|
30.68
|
9.52
|
19.43
|
9.93
|
8.69
|
23.53
|
6.37
|
142.19
|
387.05
|
39.30
|
21.01
|
27.36
|
13.40
|
32.93
|
22.89
|
57.09
|
44.93
|
15.38
|
18.63
|
10.71
|
68.85
|
48.79
|
25.68
|
23.91
|
18.62
|
338.89
|
31.93
|
167.31
|
157.32
|
195.23
|
52.04
|
179.44
|
NA
|
42.40
|
6.40
|
10.79
|
8.17
|
148.57
|
11.40
|
14.83
|
25.11
|
19.31
|
95.74
|
5.46
|
3.51
|
16.55
|
69.37
|
23.84
|
16.04
|
171.80
|
16.05
|
10.37
|
10.51
|
8.93
|
14.02
|
13.60
|
8.96
|
50.97
|
29.71
|
17.66
|
6.92
|
39.80
|
14.12
|
12.50
|
78.40
|
55.46
|
20.68
|
240.14
|
14.70
|
13.46
|
77.56
|
26.89
|
6.82
|
2.54
|
8.75
|
9.02
|
10.30
|
11.08
|
10.65
|
64.93
|
14.79
|
15.70
|
37.61
|
68.84
|
93.53
|
6.68
|
55.12
|
88.59
|
64.84
|
18.20
|
11.05
|
16.62
|
33.54
|
41.86
|
219.81
|
45.48
|
8.13
|
10.39
|
16.55
|
50.30
|
8.45
|
23.35
|
44.55
|
10.91
|
93.21
|
11.50
|
15.09
|
26.80
|
10.42
|
19.28
|
31.36
|
24.41
|
17.54
|
21.60
|
19.53
|
11.28
|
7.54
|
62.86
|
22.96
|
24.58
|
13.40
|
34.86
|
8.63
|
23.78
|
9.93
|
104.12
|
9.53
|
35.30
|
7.43
|
6.02
|
10.96
|
23.98
|
23.63
|
45.64
|
75.78
|
9.81
|
199.55
|
46.13
|
87.81
|
11.49
|
42.27
|
30.79
|
10.85
|
16.12
|
20.30
|
35.41
|
15.88
|
35.35
|
19.20
|
9.84
|
12.99
|
35.95
|
209.14
|
1.31
|
22.96
|
18.41
|
18.66
|
28.65
|
15.70
|
12.88
|
15.06
|
17.51
|
31.58
|
9.19
|
36.11
|
20.50
|
8.08
|
35.15
|
23.32
|
14.89
|
86.21
|
32.62
|
78.6
|
13.00
|
15.45
|
6.64
|
11.29
|
10.80
|
13.89
|
8.94
|
15.85
|
5.78
|
6.81
|
18.39
|
19.59
|
17.58
|
6.04
|
12.60
|
14.41
|
16.97
|
22.14
|
8.62
|
8.11
|
19.37
|
23.85
|
38.20
|
8.93
|
33.06
|
14.43
|
9.35
|
52.06
|
32.14
|
6.81
|
11.03
|
18.45
|
23.58
|
12.49
|
40.71
|
10.49
|
9.17
|
7.05
|
25.48
|
12.19
|
7.63
|
16.09
|
25.02
|
12.05
|
13.22
|
NA
|
18.29
|
34.98
|
19.61
|
27.11
|
23.63
|
12.03
|
15.38
|
22.34
|
8.12
|
14.24
|
152.68
|
24.99
|
36.27
|
206.21
|
126.64
|
76.12
|
28.91
|
46.78
|
14.97
|
25.91
|
7.97
|
14.12
|
11.78
|
26.16
|
17.49
|
7.34
|
8.17
|
7.99
|
10.15
|
7.95
|
12.52
|
23.61
|
13.02
|
11.97
|
10.16
|
13.34
|
14.01
|
47.70
|
45.11
|
7.17
|
14.94
|
11.18
|
21.07
|
10.00
|
7.33
|
7.15
|
7.93
|
16.27
|
15.23
|
NA
|
24.37
|
14.42
|
21.50
|
18.13
|
10.06
|
17.85
|
29.42
|
10.82
|
205.00
|
13.24
|
82.09
|
19.69
|
86.73
|
42.40
|
NA
|
9.83
|
36.40
|
46.22
|
36.89
|
29.78
|
4021.29
|
41.22
|
7.16
|
17.23
|
25.31
|
20.95
|
22.28
|
22.83
|
16.23
|
30.70
|
11.23
|
46.53
|
65.12
|
6.99
|
11.24
|
39.19
|
12.49
|
14.55
|
16.23
|
33.68
|
11.56
|
34.54
|
14.47
|
98.42
|
29.58
|
37.36
|
11.80
|
10.06
|
31.23
|
15.90
|
35.53
|
2.15
|
66.98
|
95.24
|
16.00
|
9.96
|
15.21
|
9.10
|
10.19
|
4.47
|
7.23
|
24.31
|
16.13
|
14.71
|
15.35
|
9.90
|
21.92
|
35.58
|
17.99
|
20.59
|
19.80
|
124.45
|
21.35
|
22.70
|
25.85
|
66.27
|
20.52
|
11.50
|
21.41
|
33.73
|
11.50
|
12.25
|
31.07
|
7.60
|
15.05
|
9.72
|
13.41
|
29.58
|
68.97
|
38.64
|
78.65
|
18.47
|
2.47
|
106.20
|
73.75
|
48.53
|
16.64
|
10.80
|
22.17
|
75.76
|
89.29
|
70.98
|
11.85
|
12.30
|
44.29
|
25.50
|
34.92
|
21.06
|
24.96
|
NA
|
118.28
|
89.87
|
17.15
|
17.57
|
34.17
|
13.09
|
11.20
|
54.50
|
15.10
|
11.80
|
55.48
|
31.36
|
14.40
|
12.33
|
53.26
|
23.82
|
30.80
|
86.33
|
11.79
|
31.66
|
47.29
|
30.11
|
160.91
|
19.15
|
54.96
|
73.50
|
10.30
|
7.07
|
14.30
|
13.35
|
12.62
|
35.91
|
9.59
|
14.24
|
41.68
|
25.62
|
72.20
|
NA
|
NA
|
40.45
|
31.24
|
30.20
|
66.81
|
33.37
|
139.92
|
31.77
|
21.36
|
46.87
|
NA
|
NA
|
41.71
|
79.82
|
11.84
|
18.29
|
81.23
|
129.80
|
20.84
|
29.09
|
94.24
|
NA
|
39.70
|
123.71
|
99.25
|
60.17
|
65.39
|
NA
|
NA
|
NA
|
14.26
|
29.41
|
23.20
|
49.94
|
38.90
|
90.62
|
27.01
|
121.46
|
NA
|
NA
|
NA
|
66.28
|
22.58
|
81.72
|
39.69
|
28.41
|
35.73
|
27.89
|
12.95
|
14.90
|
61.01
|
70.53
|
23.57
|
55.78
|
32.43
|
20.20
|
59.47
|
14.00
|
NA
|
51.73
|
24.41
|
80.37
|
NA
|
66.4
|
47.69
|
48.57
|
67.71
|
24.84
|
29.37
|
31.92
|
35.36
|
35.05
|
10.00
|
78.04
|
269.15
|
51.90
|
32.27
|
70.04
|
23.03
|
71.97
|
76.25
|
16.11
|
29.53
|
6.50
|
7.82
|
9.63
|
9.11
|
30.90
|
13.55
|
9.34
|
14.31
|
55.15
|
25.36
|
14.28
|
13.61
|
29.83
|
50.40
|
NA
|
12.26
|
12.52
|
20.83
|
8.10
|
29.98
|
25.07
|
21.59
|
37.93
|
7.38
|
12.27
|
12.50
|
37.14
|
12.49
|
8.61
|
20.40
|
33.85
|
11.40
|
5.95
|
9.90
|
17.13
|
17.32
|
12.68
|
14.00
|
58.35
|
10.51
|
10.95
|
49.12
|
15.69
|
23.83
|
30.45
|
26.47
|
11.21
|
51.82
|
26.34
|
30.02
|
26.54
|
44.14
|
27.13
|
86.52
|
19.95
|
33.99
|
50.57
|
11.72
|
25.92
|
52.08
|
3.75
|
6.66
|
135.09
|
17.91
|
78.05
|
14.10
|
9.06
|
21.31
|
77.84
|
98.68
|
69.91
|
23.85
|
54.48
|
20.93
|
27.91
|
78.60
|
NA
|
1.88
|
15.27
|
418.48
|
42.19
|
409.55
|
467.30
|
NA
|
8.08
|
42.01
|
10.09
|
28.65
|
91.69
|
355.68
|
85.49
|
111.77
|
17.96
|
140.76
|
97.69
|
42.60
|
66.81
|
NA
|
NA
|
32.26
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
79.00
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
NA
|
19.89
|
84.26
|
19.91
|
NA
|
10.07
|
32.84
|
23.72
|
111.99
|
23.32
|
59.63
|
10.26
|
25.70
|
16.72
|
11.10
|
22.24
|
158.45
|
20.02
|
26.44
|
18.47
|
8.11
|
44.30
|
27.31
|
14.07
|
24.03
|
18.52
|
21.77
|
29.00
|
115.72
|
NA
|
18.46
|
30.97
|
29.73
|
142.72
|
61.67
|
32.42
|
46.08
|
17.15
|
178.17
|
55.88
|
15.51
|
275.25
|
99.50
|
28.99
|
47.35
|
NA
|
NA
|
NA
|
NA
|
40.04
|
NA
|
NA
|
20.05
|
14.2
|
51.03
|
57.66
|
9.82
|
36.24
|
21.50
|
16.91
|
12.94
|
22.52
|
121.35
|
27.68
|
7.85
|
156.93
|
80.73
|
29.47
|
10.49
|
184.51
|
36.72
|
35.60
|
38.20
|
30.35
|
8.35
|
11.30
|
45.07
|
29.00
|
43.95
|
14.27
|
9.08
|
35.87
|
88.21
|
49.51
|
25.25
|
71.95
|
75.69
|
43.89
|
19.99
|
43.70
|
9.20
|
16.25
|
9.12
|
#5
data32 <- na.locf(data3)
data32 %>% head(6) %>% kbl(caption="5")%>%
row_spec(row =0, bold= TRUE, color = "black", background = "white") %>%
kable_styling(bootstrap_options = "striped", full_width = F, position = "left")
5
|
|
date
|
1101
|
1102
|
1103
|
1104
|
1108
|
1109
|
1110
|
1201
|
1203
|
1210
|
1213
|
1215
|
1216
|
1217
|
1218
|
1219
|
1220
|
1225
|
1227
|
1229
|
1231
|
1232
|
1233
|
1234
|
1235
|
1236
|
1256
|
1262
|
1301
|
1303
|
1304
|
1305
|
1307
|
1308
|
1309
|
1310
|
1312
|
1313
|
1314
|
1315
|
1316
|
1319
|
1321
|
1323
|
1324
|
1325
|
1326
|
1337
|
1338
|
1339
|
1340
|
1341
|
1402
|
1409
|
1410
|
1413
|
1414
|
1416
|
1417
|
1418
|
1419
|
1423
|
1432
|
1434
|
1435
|
1436
|
1437
|
1438
|
1439
|
1440
|
1441
|
1442
|
1443
|
1444
|
1445
|
1446
|
1447
|
1449
|
1451
|
1452
|
1453
|
1454
|
1455
|
1456
|
1457
|
1459
|
1460
|
1463
|
1464
|
1465
|
1466
|
1467
|
1468
|
1470
|
1471
|
1472
|
1473
|
1474
|
1475
|
1476
|
1477
|
1503
|
1504
|
1506
|
1507
|
1512
|
1513
|
1514
|
1515
|
1516
|
1517
|
1519
|
1521
|
1522
|
1524
|
1525
|
1526
|
1527
|
1528
|
1529
|
1530
|
1531
|
1532
|
1533
|
1535
|
1536
|
1537
|
1538
|
1539
|
1540
|
1541
|
1558
|
1560
|
1568
|
1582
|
1583
|
1587
|
1589
|
1590
|
1592
|
1598
|
1603
|
1604
|
1605
|
1608
|
1609
|
1611
|
1612
|
1614
|
1615
|
1616
|
1617
|
1618
|
1626
|
1701
|
1702
|
1707
|
1708
|
1709
|
1710
|
1711
|
1712
|
1713
|
1714
|
1717
|
1718
|
1720
|
1721
|
1722
|
1723
|
1724
|
1725
|
1726
|
1727
|
1730
|
1731
|
1732
|
1733
|
1734
|
1735
|
1736
|
1737
|
1760
|
1762
|
1773
|
1776
|
1783
|
1786
|
1789
|
1802
|
1805
|
1806
|
1808
|
1809
|
1810
|
1817
|
1902
|
1903
|
1904
|
1905
|
1906
|
1907
|
1909
|
2002
|
2006
|
2007
|
2008
|
2009
|
2010
|
2012
|
2013
|
2014
|
2015
|
2017
|
2020
|
2022
|
2023
|
2024
|
2025
|
2027
|
2028
|
2029
|
2030
|
2031
|
2032
|
2033
|
2034
|
2038
|
2049
|
2059
|
2062
|
2069
|
2101
|
2102
|
2103
|
2104
|
2105
|
2106
|
2107
|
2108
|
2109
|
2114
|
2115
|
2201
|
2204
|
2206
|
2207
|
2208
|
2227
|
2228
|
2231
|
2236
|
2239
|
2243
|
2301
|
2302
|
2303
|
2305
|
2308
|
2312
|
2313
|
2314
|
2316
|
2317
|
2321
|
2323
|
2324
|
2327
|
2328
|
2329
|
2330
|
2331
|
2332
|
2337
|
2338
|
2340
|
2342
|
2344
|
2345
|
2347
|
2348
|
2349
|
2351
|
2352
|
2353
|
2354
|
2355
|
2356
|
2357
|
2358
|
2359
|
2360
|
2362
|
2363
|
2364
|
2365
|
2367
|
2368
|
2369
|
2371
|
2373
|
2374
|
2375
|
2376
|
2377
|
2379
|
2380
|
2382
|
2383
|
2385
|
2387
|
2388
|
2390
|
2392
|
2393
|
2395
|
2397
|
2399
|
2401
|
2402
|
2404
|
2405
|
2406
|
2408
|
2409
|
2412
|
2413
|
2414
|
2415
|
2417
|
2419
|
2420
|
2421
|
2423
|
2424
|
2425
|
2426
|
2427
|
2428
|
2429
|
2430
|
2431
|
2433
|
2434
|
2436
|
2438
|
2439
|
2440
|
2441
|
2442
|
2443
|
2444
|
2448
|
2449
|
2450
|
2451
|
2453
|
2454
|
2455
|
2456
|
2457
|
2458
|
2459
|
2460
|
2461
|
2462
|
2464
|
2465
|
2466
|
2467
|
2468
|
2471
|
2472
|
2474
|
2475
|
2476
|
2477
|
2478
|
2480
|
2481
|
2482
|
2483
|
2484
|
2485
|
2486
|
2488
|
2489
|
2491
|
2492
|
2493
|
2495
|
2496
|
2497
|
2498
|
2499
|
2501
|
2504
|
2505
|
2506
|
2509
|
2511
|
2514
|
2515
|
2516
|
2520
|
2524
|
2527
|
2528
|
2530
|
2534
|
2535
|
2536
|
2537
|
2538
|
2539
|
2540
|
2542
|
2543
|
2545
|
2546
|
2547
|
2548
|
2597
|
2601
|
2603
|
2605
|
2606
|
2607
|
2608
|
2609
|
2610
|
2611
|
2612
|
2613
|
2614
|
2615
|
2616
|
2617
|
2618
|
2630
|
2633
|
2634
|
2636
|
2637
|
2642
|
2701
|
2702
|
2704
|
2705
|
2706
|
2707
|
2712
|
2722
|
2723
|
2727
|
2731
|
2739
|
2748
|
2801
|
2809
|
2812
|
2816
|
2820
|
2823
|
2832
|
2834
|
2836
|
2838
|
2841
|
2845
|
2849
|
2850
|
2851
|
2852
|
2855
|
2867
|
2880
|
2881
|
2882
|
2883
|
2884
|
2885
|
2886
|
2887
|
2888
|
2889
|
2890
|
2891
|
2892
|
2897
|
2901
|
2903
|
2904
|
2905
|
2906
|
2908
|
2910
|
2911
|
2912
|
2913
|
2915
|
2923
|
2929
|
2936
|
2939
|
3002
|
3003
|
3004
|
3005
|
3006
|
3008
|
3010
|
3011
|
3013
|
3014
|
3015
|
3016
|
3017
|
3018
|
3019
|
3021
|
3022
|
3023
|
3024
|
3025
|
3026
|
3027
|
3028
|
3029
|
3030
|
3031
|
3032
|
3033
|
3034
|
3035
|
3036
|
3037
|
3038
|
3040
|
3041
|
3042
|
3043
|
3044
|
3045
|
3046
|
3047
|
3048
|
3049
|
3050
|
3051
|
3052
|
3054
|
3055
|
3056
|
3057
|
3058
|
3059
|
3060
|
3062
|
3090
|
3094
|
3130
|
3149
|
3164
|
3167
|
3189
|
3209
|
3229
|
3231
|
3257
|
3266
|
3296
|
3305
|
3308
|
3311
|
3312
|
3321
|
3338
|
3346
|
3356
|
3376
|
3380
|
3383
|
3406
|
3413
|
3416
|
3419
|
3432
|
3437
|
3443
|
3450
|
3454
|
3481
|
3494
|
3501
|
3504
|
3515
|
3518
|
3528
|
3530
|
3532
|
3533
|
3535
|
3536
|
3545
|
3550
|
3557
|
3563
|
3576
|
3579
|
3583
|
3588
|
3591
|
3593
|
3596
|
3605
|
3607
|
3617
|
3622
|
3645
|
3653
|
3661
|
3665
|
3669
|
3673
|
3679
|
3682
|
3686
|
3694
|
3698
|
3701
|
3702
|
3703
|
3704
|
3705
|
3706
|
3708
|
3711
|
3712
|
4104
|
4106
|
4108
|
4119
|
4133
|
4137
|
4141
|
4142
|
4144
|
4148
|
4155
|
4164
|
4190
|
4306
|
4414
|
4426
|
4438
|
4526
|
4532
|
4536
|
4540
|
4545
|
4551
|
4552
|
4555
|
4557
|
4560
|
4562
|
4566
|
4720
|
4722
|
4725
|
4737
|
4739
|
4746
|
4755
|
4763
|
4764
|
4766
|
4807
|
4904
|
4906
|
4912
|
4915
|
4916
|
4919
|
4927
|
4930
|
4934
|
4935
|
4938
|
4942
|
4943
|
4952
|
4956
|
4958
|
4960
|
4961
|
4968
|
4976
|
4977
|
4989
|
4994
|
4999
|
5007
|
5203
|
5215
|
5225
|
5234
|
5243
|
5258
|
5259
|
5264
|
5269
|
5284
|
5285
|
5288
|
5305
|
5388
|
5434
|
5469
|
5471
|
5484
|
5515
|
5519
|
5521
|
5522
|
5525
|
5531
|
5533
|
5534
|
5538
|
5607
|
5608
|
5706
|
5871
|
5876
|
5880
|
5906
|
5907
|
6005
|
6024
|
6108
|
6112
|
6115
|
6116
|
6117
|
6120
|
6128
|
6131
|
6133
|
6136
|
6139
|
6141
|
6142
|
6152
|
6153
|
6155
|
6164
|
6165
|
6166
|
6168
|
6172
|
6176
|
6177
|
6183
|
6184
|
6189
|
6191
|
6192
|
6196
|
6197
|
6201
|
6202
|
6205
|
6206
|
6209
|
6213
|
6214
|
6215
|
6216
|
6224
|
6225
|
6226
|
6230
|
6235
|
6239
|
6243
|
6251
|
6257
|
6269
|
6271
|
6277
|
6278
|
6281
|
6282
|
6283
|
6285
|
6288
|
6289
|
6405
|
6409
|
6412
|
6414
|
6415
|
6416
|
6431
|
6442
|
6443
|
6449
|
6451
|
6452
|
6456
|
6464
|
6477
|
6504
|
6505
|
6525
|
6531
|
6533
|
6541
|
6552
|
6558
|
6573
|
6579
|
6581
|
6582
|
6591
|
6605
|
6625
|
6641
|
6655
|
6666
|
6668
|
6670
|
6671
|
6674
|
8011
|
8016
|
8021
|
8028
|
8033
|
8039
|
8046
|
8070
|
8072
|
8081
|
8101
|
8103
|
8105
|
8110
|
8112
|
8114
|
8131
|
8150
|
8163
|
8201
|
8210
|
8213
|
8215
|
8222
|
8249
|
8261
|
8271
|
8341
|
8367
|
8374
|
8404
|
8411
|
8422
|
8427
|
8429
|
8442
|
8443
|
8454
|
8462
|
8463
|
8464
|
8466
|
8467
|
8473
|
8478
|
8480
|
8481
|
8482
|
8488
|
8497
|
8499
|
8926
|
8940
|
8996
|
9802
|
9902
|
9904
|
9905
|
9906
|
9907
|
9908
|
9910
|
9911
|
9912
|
9914
|
9917
|
9918
|
9919
|
9921
|
9924
|
9925
|
9926
|
9927
|
9928
|
9929
|
9930
|
9931
|
9933
|
9934
|
9935
|
9937
|
9938
|
9939
|
9940
|
9941
|
9942
|
9943
|
9944
|
9945
|
9946
|
9955
|
9958
|
|
489
|
2018-12-24
|
35.80
|
34.50
|
13.90
|
18.85
|
7.30
|
13.90
|
17.05
|
22.70
|
25.60
|
34.40
|
10.20
|
55.0
|
69.0
|
6.94
|
17.85
|
18.35
|
11.15
|
75.5
|
49.70
|
29.90
|
36.25
|
97.7
|
37.95
|
29.95
|
26.10
|
13.75
|
137.0
|
36.85
|
98.3
|
73.7
|
11.85
|
22.70
|
23.75
|
13.30
|
10.20
|
24.95
|
22.30
|
11.70
|
11.40
|
26.90
|
12.20
|
37.20
|
26.65
|
36.00
|
10.95
|
16.85
|
103.0
|
6.64
|
77.2
|
34.55
|
17.55
|
64.6
|
28.25
|
11.90
|
24.40
|
11.0
|
7.11
|
14.35
|
4.91
|
6.26
|
43.95
|
10.35
|
9.64
|
34.65
|
5.51
|
37.05
|
17.95
|
7.90
|
32.80
|
12.30
|
13.00
|
15.50
|
6.80
|
10.05
|
8.05
|
24.00
|
7.95
|
4.90
|
25.70
|
17.10
|
9.12
|
8.35
|
8.98
|
6.84
|
12.75
|
8.00
|
11.9
|
12.75
|
19.95
|
14.15
|
9.60
|
9.20
|
9.88
|
18.5
|
5.40
|
30.89
|
17.40
|
10.60
|
11.00
|
339.5
|
154.5
|
40.00
|
17.95
|
20.85
|
59.1
|
8.55
|
19.45
|
13.90
|
68.1
|
16.20
|
9.94
|
19.40
|
51.7
|
25.00
|
10.00
|
56.9
|
35.1
|
45.4
|
10.00
|
22.50
|
29.35
|
16.00
|
38.90
|
37.70
|
30.25
|
123.5
|
146
|
5.03
|
22.65
|
16.00
|
32.40
|
135
|
58.4
|
21.60
|
65.9
|
50.1
|
18.3
|
54.2
|
310.0
|
25.80
|
32.50
|
23.60
|
13.90
|
17.10
|
9.31
|
10.65
|
9.20
|
9.54
|
22.4
|
16.05
|
4.55
|
12.60
|
8.64
|
13.30
|
18.2
|
47.80
|
189.5
|
25.10
|
15.75
|
26.2
|
15.75
|
16.75
|
18.65
|
6.51
|
23.60
|
10.50
|
31.0
|
10.00
|
43.45
|
135.5
|
13.00
|
14.40
|
70.4
|
14.05
|
67.3
|
12.40
|
11.45
|
30.80
|
19.40
|
14.80
|
32.1
|
29.90
|
74.0
|
22.90
|
84.5
|
15.5
|
22.80
|
62.81
|
24.30
|
13.05
|
9.15
|
7.10
|
55.1
|
10.65
|
7.85
|
36.80
|
18.00
|
29.85
|
19.20
|
9.78
|
14.50
|
11.30
|
14.65
|
24.15
|
18.95
|
5.53
|
12.35
|
9.69
|
10.1
|
19.50
|
27.40
|
11.05
|
58.2
|
8.16
|
14.15
|
6.84
|
10.25
|
9.46
|
2.15
|
42.00
|
8.34
|
19.40
|
12.75
|
31.7
|
9.10
|
9.89
|
24.45
|
8.00
|
223.5
|
305.0
|
33.05
|
24.30
|
26.20
|
10.85
|
26.90
|
40.05
|
41.15
|
29.5
|
15.45
|
28.30
|
11.70
|
78.0
|
33.20
|
18.55
|
24.50
|
20.05
|
252.5
|
26.20
|
225.5
|
82.7
|
244.5
|
27.20
|
119.5
|
20.30
|
40.40
|
7.59
|
11.20
|
6.06
|
128.0
|
9.76
|
20.55
|
22.15
|
14.60
|
71.4
|
3.11
|
6.66
|
17.65
|
331.0
|
21.00
|
12.30
|
220.0
|
12.60
|
11.20
|
18.90
|
19.00
|
17.60
|
20.85
|
13.75
|
94.2
|
36.85
|
43.85
|
11.7
|
68.1
|
19.85
|
19.45
|
60.6
|
36.25
|
22.00
|
202.5
|
17.6
|
19.10
|
117.0
|
31.50
|
8.90
|
3.98
|
8.85
|
14.10
|
13.15
|
9.08
|
24.30
|
94.5
|
13.65
|
39.75
|
43.55
|
74.7
|
139.5
|
4.36
|
51.8
|
67.5
|
62.7
|
17.55
|
26.9
|
10.60
|
24.05
|
30.00
|
214.5
|
65.0
|
10.60
|
11.30
|
13.15
|
91.0
|
11.25
|
7.18
|
56.0
|
12.2
|
107.0
|
20.50
|
18.95
|
25.6
|
10.40
|
19.15
|
31.35
|
38.35
|
23.00
|
39.45
|
37.25
|
16.35
|
11.05
|
78.2
|
15.94
|
18.57
|
9.00
|
42.25
|
9.53
|
22.75
|
6.78
|
126.69
|
9.29
|
38.40
|
12.55
|
4.55
|
23.65
|
25.70
|
23.65
|
35.40
|
64.8
|
11.20
|
225.0
|
59.5
|
84.3
|
10.55
|
74.9
|
35.70
|
9.70
|
13.80
|
27.00
|
42.80
|
11.80
|
32.95
|
25.20
|
11.10
|
14.95
|
41.80
|
227.0
|
0.64
|
22.10
|
20.20
|
52.80
|
38.00
|
26.50
|
11.05
|
18.65
|
18.35
|
19.65
|
9.12
|
29.20
|
11.50
|
5.66
|
160.0
|
24.5
|
11.70
|
91.8
|
16.05
|
36.60
|
8.90
|
20.50
|
8.34
|
12.70
|
11.55
|
28.20
|
10.30
|
17.90
|
7.26
|
6.31
|
20.50
|
26.35
|
22.85
|
13.35
|
15.70
|
25.80
|
19.10
|
19.4
|
6.12
|
11.55
|
27.05
|
28.50
|
44.90
|
7.79
|
25.45
|
27.00
|
14.05
|
69.0
|
48.60
|
11.45
|
12.15
|
15.90
|
31.20
|
13.55
|
35.70
|
8.98
|
11.05
|
6.90
|
31.20
|
12.21
|
13.40
|
15.85
|
28.60
|
19.60
|
16.15
|
23.60
|
30.55
|
30.55
|
24.65
|
29.10
|
21.70
|
12.60
|
27.60
|
24.65
|
6.68
|
14.20
|
137.0
|
37.10
|
29.0
|
207
|
79.5
|
85.8
|
29.95
|
62.0
|
17.5
|
29.05
|
10.15
|
19.45
|
13.50
|
28.20
|
19.75
|
10.40
|
9.24
|
9.60
|
8.20
|
10.00
|
13.05
|
34.90
|
17.25
|
14.75
|
11.25
|
11.85
|
17.55
|
46.85
|
46.5
|
9.76
|
20.20
|
15.00
|
25.50
|
13.20
|
9.23
|
9.80
|
10.20
|
19.85
|
19.80
|
8.00
|
24.90
|
15.40
|
19.70
|
18.15
|
9.45
|
22.10
|
26.4
|
9.68
|
311.0
|
16.20
|
79.5
|
18.35
|
83.2
|
26.75
|
119.0
|
9.90
|
42.95
|
60.1
|
40.00
|
30.20
|
3270
|
49.80
|
7.38
|
14.05
|
30.35
|
17.90
|
45.3
|
26.30
|
35.70
|
65.0
|
14.50
|
34.90
|
81.7
|
6.19
|
19.0
|
106.5
|
8.81
|
20.9
|
20.15
|
45.9
|
10.80
|
25.90
|
18.75
|
141.5
|
41.20
|
38.75
|
23.45
|
9.34
|
31.50
|
11.45
|
32.10
|
2.20
|
79.0
|
108.0
|
18.95
|
9.35
|
13.40
|
7.50
|
10.00
|
2.96
|
8.44
|
25.30
|
26.70
|
16.77
|
8.11
|
7.88
|
25.25
|
14.75
|
16.00
|
54.4
|
18.20
|
150
|
8.48
|
27.05
|
40.75
|
46.45
|
17.05
|
19.95
|
19.25
|
45.30
|
11.30
|
14.75
|
18.95
|
6.15
|
12.80
|
10.85
|
10.85
|
35.25
|
34.01
|
31.15
|
84.0
|
16.80
|
1.66
|
195.5
|
126.0
|
51.4
|
17.85
|
15.40
|
16.35
|
212.5
|
65.2
|
96.1
|
9.81
|
7.26
|
51.4
|
76.0
|
56.6
|
15.80
|
32.70
|
80.8
|
118.0
|
209.5
|
18.15
|
8.40
|
28.45
|
16.20
|
17.30
|
376
|
7.45
|
6.13
|
51.0
|
20.55
|
13.75
|
8.28
|
73.7
|
24.30
|
15.75
|
77.4
|
15.65
|
45.60
|
81.3
|
73.6
|
206.0
|
16.80
|
47.85
|
56.4
|
7.23
|
3.36
|
21.4
|
17.90
|
12.35
|
36.75
|
14.0
|
12.30
|
39.30
|
24.05
|
70.2
|
58.1
|
19.40
|
45.80
|
24.55
|
18.20
|
69.2
|
29.40
|
249.0
|
19.3
|
19.43
|
26.85
|
56.0
|
24.85
|
31.65
|
104.0
|
14.70
|
14.10
|
40.7
|
102.5
|
17.55
|
24.05
|
92.7
|
62.0
|
25.75
|
103.0
|
56.2
|
58.0
|
61.7
|
48.0
|
37.0
|
42.0
|
13.40
|
26.35
|
23.00
|
47.3
|
91.3
|
37.45
|
39.1
|
138
|
77.8
|
119.5
|
53.5
|
72.7
|
23.05
|
153.0
|
43.40
|
29.30
|
41.4
|
34.55
|
10.85
|
4.85
|
30.85
|
50.6
|
34.10
|
104.0
|
30.05
|
14.8
|
81.4
|
8.79
|
37.60
|
47.00
|
31.70
|
88.9
|
27.80
|
58.2
|
46.50
|
50.5
|
70.2
|
29.20
|
26.10
|
92.0
|
30.95
|
13.80
|
9.60
|
39.30
|
489.5
|
53.3
|
67.6
|
118.5
|
27.80
|
65.5
|
69.7
|
23.35
|
29.05
|
4.89
|
9.78
|
13.30
|
8.27
|
34.65
|
20.40
|
10.25
|
15.85
|
77.4
|
36.45
|
18.20
|
11.25
|
35.80
|
96.2
|
39.65
|
17.70
|
10.00
|
32.95
|
8.94
|
45.50
|
26.95
|
29.70
|
40.60
|
6.69
|
12.05
|
17.15
|
28.35
|
13.34
|
8.65
|
18.20
|
25.95
|
16.05
|
8.34
|
4.39
|
26.15
|
20.85
|
8.53
|
8.19
|
30.70
|
12.05
|
14.55
|
83.0
|
27.20
|
32.6
|
33.95
|
28.30
|
12.55
|
64.9
|
48.30
|
26.70
|
29.45
|
57.6
|
21.85
|
68.8
|
28.50
|
49.70
|
61.4
|
15.00
|
27.65
|
54.2
|
3.4
|
9.00
|
138.5
|
18.55
|
66.8
|
10.10
|
9.13
|
27.75
|
76.0
|
107.0
|
82.1
|
38.60
|
62.9
|
19.30
|
35.55
|
80.5
|
18.10
|
1.08
|
15.30
|
524
|
41.00
|
245.88
|
466.5
|
98.5
|
15.85
|
38.30
|
6.25
|
30.15
|
78.7
|
160.0
|
93.2
|
119.5
|
19.75
|
164.0
|
104.5
|
73.2
|
44.7
|
76.9
|
61.1
|
108.0
|
47.3
|
22.70
|
74.2
|
85.0
|
48.2
|
43.91
|
67.4
|
57.4
|
62.8
|
53.2
|
182.0
|
93.4
|
171.5
|
43.4
|
42.50
|
18.40
|
103.5
|
18.05
|
38.40
|
8.42
|
35.0
|
37.45
|
135.0
|
22.50
|
65.2
|
3.25
|
24.90
|
10.05
|
10.80
|
27.40
|
103.0
|
31.80
|
25.95
|
40.00
|
13.10
|
44.60
|
28.00
|
16.9
|
16.80
|
19.90
|
30.60
|
29.0
|
207.0
|
23.7
|
19.2
|
43.00
|
12.60
|
166.5
|
40.00
|
17.70
|
60.0
|
12.10
|
188.5
|
157.5
|
27.30
|
233.0
|
54.0
|
38.70
|
56.19
|
41.2
|
129.5
|
49.00
|
118.0
|
16.70
|
48.05
|
92.9
|
25.20
|
12.75
|
37.50
|
47.55
|
9.27
|
32.40
|
24.20
|
11.85
|
12.10
|
28.90
|
174.5
|
36.00
|
9.11
|
135.5
|
86.1
|
32.9
|
10.35
|
143.0
|
34.80
|
37.20
|
39.90
|
30.2
|
5.00
|
13.95
|
50.00
|
32.3
|
44.40
|
15.7
|
18.00
|
40.55
|
49.50
|
47.15
|
29.65
|
91.2
|
68.1
|
57.6
|
16.30
|
44.95
|
12.40
|
12.90
|
67.1
|
|
490
|
2018-12-25
|
35.85
|
33.80
|
13.65
|
18.75
|
7.28
|
13.60
|
16.70
|
22.15
|
25.50
|
33.90
|
10.00
|
55.2
|
68.0
|
6.83
|
17.90
|
18.40
|
10.85
|
74.2
|
48.50
|
29.70
|
36.05
|
97.3
|
37.70
|
29.80
|
25.45
|
13.75
|
137.0
|
36.10
|
96.7
|
72.6
|
11.85
|
22.75
|
23.30
|
13.10
|
10.00
|
25.00
|
21.85
|
11.65
|
11.15
|
26.80
|
12.15
|
36.60
|
26.35
|
35.15
|
10.85
|
16.50
|
101.5
|
6.53
|
75.0
|
34.45
|
17.30
|
61.0
|
27.95
|
11.70
|
24.20
|
10.9
|
7.07
|
14.30
|
4.94
|
6.26
|
42.75
|
10.40
|
9.27
|
33.90
|
5.38
|
37.10
|
17.95
|
7.85
|
32.90
|
12.25
|
12.70
|
15.40
|
6.70
|
9.94
|
7.95
|
24.00
|
7.84
|
4.89
|
25.95
|
17.00
|
9.02
|
8.34
|
8.92
|
6.70
|
12.65
|
7.94
|
11.6
|
12.60
|
19.95
|
14.15
|
9.57
|
9.08
|
9.79
|
18.5
|
5.26
|
31.43
|
17.15
|
10.50
|
11.15
|
334.5
|
148.5
|
39.75
|
17.65
|
20.70
|
58.9
|
8.90
|
19.05
|
13.10
|
68.9
|
16.00
|
9.94
|
19.00
|
51.0
|
24.30
|
10.00
|
56.3
|
34.0
|
45.2
|
9.99
|
20.25
|
29.50
|
15.90
|
38.60
|
36.70
|
29.90
|
122.0
|
145
|
4.91
|
21.95
|
15.90
|
31.90
|
134
|
58.2
|
21.10
|
65.7
|
50.8
|
18.3
|
51.7
|
305.0
|
25.85
|
32.75
|
23.50
|
13.85
|
16.80
|
9.18
|
10.30
|
9.17
|
9.48
|
22.3
|
16.00
|
4.48
|
12.60
|
8.58
|
13.20
|
18.0
|
47.55
|
189.0
|
25.15
|
14.85
|
25.6
|
15.75
|
16.65
|
18.70
|
6.45
|
23.55
|
10.20
|
31.4
|
10.10
|
42.75
|
134.0
|
12.95
|
14.30
|
69.9
|
14.00
|
63.7
|
12.25
|
11.10
|
29.55
|
19.20
|
14.80
|
31.6
|
29.65
|
80.5
|
22.65
|
83.0
|
15.8
|
22.50
|
63.10
|
24.05
|
12.90
|
9.12
|
7.07
|
54.8
|
10.50
|
7.71
|
36.80
|
17.85
|
29.85
|
19.00
|
9.71
|
14.40
|
11.30
|
14.20
|
23.80
|
18.85
|
5.43
|
12.30
|
9.70
|
10.1
|
19.50
|
26.60
|
10.85
|
58.1
|
8.18
|
14.10
|
6.75
|
9.96
|
9.50
|
2.15
|
41.85
|
8.16
|
19.25
|
12.55
|
31.2
|
9.00
|
9.77
|
24.35
|
7.88
|
221.5
|
307.5
|
32.80
|
24.25
|
25.90
|
10.75
|
26.80
|
39.35
|
40.30
|
29.5
|
15.45
|
28.20
|
11.65
|
77.8
|
33.10
|
18.25
|
24.15
|
19.85
|
246.5
|
25.25
|
226.0
|
78.5
|
243.0
|
26.65
|
118.0
|
19.95
|
39.75
|
7.45
|
11.15
|
6.05
|
127.0
|
9.65
|
20.15
|
21.30
|
14.35
|
70.7
|
3.18
|
6.35
|
17.60
|
328.5
|
20.40
|
11.90
|
217.5
|
12.35
|
10.90
|
19.30
|
18.55
|
17.10
|
20.40
|
13.45
|
90.6
|
36.80
|
43.30
|
10.7
|
67.9
|
19.95
|
19.05
|
60.2
|
35.95
|
21.60
|
201.0
|
17.5
|
18.75
|
116.5
|
30.60
|
9.10
|
4.00
|
8.73
|
13.85
|
13.50
|
9.00
|
25.00
|
94.1
|
13.35
|
39.60
|
44.90
|
75.5
|
140.5
|
4.30
|
51.1
|
66.4
|
62.2
|
17.50
|
27.7
|
10.50
|
23.85
|
29.30
|
212.0
|
64.8
|
10.30
|
11.15
|
12.95
|
88.5
|
11.15
|
7.10
|
57.0
|
12.0
|
106.5
|
20.00
|
18.80
|
24.7
|
10.25
|
18.75
|
31.20
|
38.15
|
22.90
|
38.50
|
35.80
|
15.90
|
10.95
|
76.7
|
15.94
|
18.57
|
8.88
|
42.00
|
9.35
|
22.30
|
6.81
|
127.19
|
9.20
|
39.10
|
12.00
|
4.51
|
22.35
|
24.85
|
23.85
|
35.35
|
64.4
|
11.10
|
221.0
|
65.4
|
82.0
|
10.25
|
73.7
|
35.65
|
9.65
|
13.65
|
27.15
|
42.30
|
11.25
|
32.80
|
25.00
|
10.90
|
14.75
|
40.55
|
221.0
|
0.58
|
21.80
|
20.10
|
51.40
|
37.90
|
25.60
|
11.10
|
18.50
|
17.90
|
19.20
|
8.95
|
29.20
|
11.20
|
5.66
|
155.0
|
24.4
|
11.70
|
94.1
|
16.00
|
36.05
|
8.72
|
20.25
|
8.25
|
12.50
|
11.55
|
28.10
|
10.15
|
17.90
|
7.02
|
6.32
|
20.15
|
25.60
|
22.60
|
13.35
|
15.70
|
25.40
|
19.50
|
19.3
|
6.09
|
11.65
|
26.80
|
28.35
|
43.90
|
7.70
|
25.10
|
26.90
|
13.65
|
62.8
|
47.00
|
11.05
|
11.85
|
15.50
|
30.90
|
13.35
|
35.40
|
8.72
|
10.90
|
6.75
|
30.95
|
12.26
|
13.20
|
15.70
|
28.50
|
19.05
|
15.95
|
23.70
|
29.90
|
30.30
|
24.35
|
28.70
|
21.60
|
12.65
|
24.85
|
23.55
|
6.54
|
14.20
|
134.5
|
37.95
|
29.7
|
210
|
78.8
|
85.6
|
29.45
|
62.5
|
17.2
|
28.85
|
10.10
|
18.95
|
13.45
|
27.90
|
19.70
|
10.25
|
9.19
|
9.56
|
8.15
|
9.98
|
13.05
|
34.95
|
17.15
|
14.65
|
11.25
|
11.75
|
17.35
|
46.50
|
46.0
|
9.62
|
20.05
|
15.00
|
25.35
|
13.05
|
9.09
|
9.59
|
10.15
|
19.75
|
19.65
|
8.02
|
24.90
|
15.45
|
19.70
|
18.10
|
9.40
|
22.00
|
26.0
|
9.61
|
308.5
|
15.65
|
78.2
|
18.40
|
82.3
|
26.85
|
116.0
|
9.70
|
43.30
|
59.2
|
39.65
|
30.00
|
3165
|
49.45
|
7.20
|
13.55
|
30.00
|
17.70
|
44.1
|
25.50
|
34.50
|
63.7
|
14.40
|
34.65
|
82.0
|
6.19
|
18.5
|
106.0
|
8.74
|
20.8
|
19.70
|
45.3
|
10.55
|
25.70
|
18.70
|
136.5
|
42.25
|
38.55
|
22.05
|
9.31
|
31.20
|
11.30
|
31.95
|
2.28
|
79.2
|
107.5
|
19.10
|
9.11
|
13.10
|
7.30
|
9.69
|
2.92
|
8.51
|
25.15
|
26.35
|
16.77
|
8.06
|
7.90
|
24.75
|
14.55
|
15.65
|
53.1
|
18.25
|
150
|
8.28
|
27.00
|
39.80
|
45.55
|
17.10
|
19.45
|
18.75
|
44.40
|
11.35
|
14.50
|
18.85
|
6.29
|
12.40
|
10.55
|
10.65
|
32.10
|
33.96
|
31.35
|
82.9
|
16.50
|
1.59
|
193.0
|
127.5
|
51.2
|
17.45
|
15.15
|
16.05
|
204.5
|
64.3
|
93.6
|
9.62
|
7.69
|
50.9
|
73.8
|
54.8
|
15.85
|
32.45
|
77.1
|
115.0
|
210.0
|
17.45
|
8.33
|
27.35
|
15.95
|
17.30
|
367
|
7.25
|
5.70
|
51.1
|
20.60
|
13.55
|
8.20
|
72.3
|
22.75
|
15.55
|
76.1
|
15.50
|
44.35
|
78.8
|
70.2
|
204.5
|
16.60
|
48.20
|
55.6
|
6.91
|
3.16
|
20.7
|
17.40
|
13.35
|
36.75
|
13.9
|
12.15
|
39.30
|
23.40
|
68.0
|
57.3
|
19.00
|
45.55
|
24.30
|
18.15
|
68.4
|
29.25
|
245.0
|
19.1
|
18.86
|
26.85
|
55.3
|
24.85
|
31.20
|
101.5
|
14.20
|
14.00
|
39.0
|
101.5
|
17.30
|
24.00
|
91.9
|
60.2
|
25.55
|
106.5
|
55.4
|
57.9
|
61.2
|
47.5
|
36.1
|
42.0
|
13.35
|
26.10
|
22.80
|
46.4
|
92.1
|
37.00
|
39.1
|
139
|
77.4
|
115.5
|
53.0
|
72.0
|
22.65
|
150.0
|
43.10
|
29.00
|
40.5
|
33.20
|
10.65
|
4.72
|
30.10
|
49.9
|
33.20
|
100.0
|
29.90
|
14.8
|
78.3
|
8.69
|
36.95
|
45.45
|
30.80
|
84.0
|
27.05
|
58.5
|
46.00
|
50.5
|
69.8
|
29.20
|
25.55
|
90.5
|
30.35
|
13.60
|
9.60
|
39.70
|
483.0
|
52.9
|
66.5
|
115.0
|
26.95
|
63.3
|
68.8
|
23.10
|
28.90
|
4.89
|
9.69
|
12.95
|
8.08
|
34.75
|
20.15
|
10.15
|
15.90
|
76.2
|
36.25
|
18.15
|
11.22
|
35.40
|
94.5
|
39.75
|
17.45
|
9.90
|
32.25
|
8.88
|
44.60
|
26.50
|
29.40
|
40.30
|
6.48
|
12.05
|
16.50
|
28.05
|
13.34
|
8.68
|
18.15
|
25.60
|
15.70
|
8.22
|
4.38
|
26.55
|
20.20
|
8.39
|
7.87
|
30.70
|
12.00
|
13.35
|
81.0
|
26.85
|
32.6
|
33.80
|
28.20
|
12.40
|
63.1
|
47.70
|
26.80
|
29.40
|
57.4
|
21.85
|
68.0
|
27.60
|
48.60
|
61.1
|
14.65
|
27.35
|
54.0
|
3.4
|
8.87
|
140.0
|
18.05
|
66.3
|
10.00
|
9.06
|
27.05
|
75.0
|
104.5
|
82.2
|
38.75
|
62.6
|
18.95
|
34.30
|
78.1
|
17.30
|
1.07
|
15.10
|
528
|
41.30
|
237.96
|
455.5
|
93.6
|
15.80
|
37.90
|
6.08
|
30.20
|
77.7
|
156.0
|
90.3
|
118.5
|
19.30
|
164.0
|
103.0
|
71.0
|
42.7
|
75.9
|
60.0
|
101.5
|
49.0
|
22.35
|
73.2
|
84.7
|
48.2
|
44.39
|
67.5
|
53.7
|
62.0
|
51.0
|
177.5
|
87.2
|
165.0
|
42.8
|
41.20
|
18.00
|
99.7
|
17.80
|
36.95
|
8.29
|
34.2
|
35.15
|
134.5
|
22.05
|
64.7
|
3.11
|
24.35
|
9.89
|
10.70
|
27.20
|
100.5
|
31.45
|
25.55
|
39.15
|
12.70
|
43.80
|
27.65
|
16.6
|
16.45
|
19.85
|
30.15
|
28.6
|
205.5
|
23.0
|
18.9
|
42.40
|
12.50
|
166.5
|
40.00
|
17.60
|
61.0
|
12.10
|
183.0
|
157.5
|
26.50
|
235.0
|
53.9
|
38.55
|
56.29
|
42.0
|
130.0
|
49.00
|
119.5
|
16.85
|
48.05
|
89.8
|
25.15
|
12.55
|
36.55
|
47.05
|
9.27
|
31.90
|
24.15
|
11.70
|
12.15
|
28.90
|
171.5
|
36.65
|
9.14
|
134.5
|
87.0
|
32.9
|
10.30
|
141.0
|
34.25
|
37.45
|
39.90
|
30.1
|
5.00
|
14.00
|
49.90
|
32.0
|
44.05
|
15.8
|
17.55
|
40.15
|
48.85
|
47.05
|
29.20
|
90.4
|
67.9
|
57.5
|
16.30
|
44.40
|
12.30
|
12.80
|
65.0
|
|
491
|
2018-12-26
|
35.40
|
33.40
|
13.50
|
18.80
|
7.30
|
13.65
|
17.00
|
21.85
|
25.90
|
33.40
|
10.00
|
55.0
|
68.6
|
6.81
|
18.20
|
18.25
|
10.90
|
74.0
|
47.65
|
29.60
|
36.00
|
97.4
|
37.95
|
29.85
|
25.65
|
13.65
|
138.5
|
36.40
|
96.3
|
72.4
|
11.85
|
22.00
|
23.45
|
13.10
|
9.90
|
24.40
|
21.60
|
11.60
|
11.05
|
26.65
|
12.00
|
36.65
|
26.25
|
35.20
|
10.80
|
16.55
|
100.0
|
6.50
|
73.1
|
34.25
|
17.30
|
55.0
|
27.65
|
11.65
|
24.10
|
10.8
|
7.03
|
14.35
|
4.95
|
6.79
|
42.95
|
10.40
|
8.80
|
33.55
|
5.31
|
36.55
|
17.90
|
7.55
|
32.85
|
12.20
|
12.80
|
15.45
|
6.90
|
9.92
|
7.99
|
23.80
|
7.89
|
4.89
|
25.25
|
16.85
|
9.27
|
8.34
|
8.87
|
6.70
|
12.70
|
8.18
|
11.6
|
12.60
|
19.90
|
14.10
|
9.60
|
9.08
|
9.91
|
18.6
|
5.30
|
30.02
|
17.05
|
10.55
|
10.30
|
335.0
|
159.0
|
40.00
|
17.30
|
20.70
|
58.9
|
8.15
|
19.05
|
12.95
|
67.1
|
16.00
|
9.90
|
18.50
|
51.1
|
24.00
|
10.00
|
56.7
|
32.1
|
45.2
|
9.95
|
18.25
|
29.15
|
15.90
|
38.10
|
36.00
|
29.50
|
120.0
|
145
|
4.89
|
21.75
|
15.85
|
32.05
|
134
|
57.8
|
20.80
|
65.4
|
50.8
|
18.2
|
49.6
|
295.5
|
25.40
|
32.50
|
23.90
|
13.80
|
16.60
|
9.23
|
10.15
|
9.04
|
9.50
|
22.2
|
16.05
|
4.44
|
12.60
|
8.45
|
13.15
|
17.9
|
46.80
|
187.0
|
25.25
|
14.85
|
25.3
|
15.75
|
16.65
|
19.00
|
6.43
|
23.35
|
10.10
|
31.0
|
9.95
|
42.10
|
135.0
|
12.95
|
14.30
|
69.9
|
14.05
|
61.3
|
12.30
|
11.25
|
29.50
|
19.40
|
15.05
|
31.6
|
29.65
|
80.9
|
22.80
|
82.7
|
15.4
|
22.40
|
63.20
|
23.45
|
12.90
|
9.12
|
7.07
|
54.3
|
10.50
|
7.74
|
36.80
|
17.80
|
29.90
|
18.60
|
9.69
|
14.50
|
11.20
|
14.20
|
23.80
|
18.85
|
5.45
|
12.35
|
9.80
|
10.1
|
19.40
|
26.00
|
10.70
|
57.9
|
8.18
|
14.10
|
6.70
|
9.99
|
9.49
|
2.15
|
42.00
|
7.85
|
19.20
|
12.50
|
31.0
|
9.00
|
9.65
|
24.25
|
7.79
|
216.0
|
306.5
|
32.55
|
24.15
|
25.85
|
10.80
|
26.80
|
38.80
|
40.15
|
29.2
|
15.45
|
28.00
|
11.80
|
78.0
|
33.15
|
18.25
|
24.10
|
19.85
|
245.5
|
24.75
|
224.0
|
76.8
|
235.0
|
26.65
|
114.0
|
19.30
|
39.90
|
7.37
|
11.20
|
6.03
|
126.0
|
10.05
|
19.90
|
20.70
|
14.40
|
70.2
|
3.22
|
6.60
|
17.50
|
314.0
|
20.00
|
11.80
|
216.5
|
12.20
|
11.10
|
18.45
|
17.95
|
17.70
|
18.90
|
13.45
|
94.0
|
35.95
|
43.40
|
10.7
|
67.0
|
19.85
|
19.05
|
60.0
|
35.65
|
22.05
|
198.5
|
18.3
|
18.45
|
115.5
|
30.60
|
9.30
|
4.40
|
8.73
|
13.75
|
13.25
|
9.00
|
25.15
|
95.5
|
13.30
|
37.40
|
41.30
|
72.3
|
138.0
|
4.32
|
51.6
|
64.5
|
62.4
|
17.60
|
26.9
|
10.50
|
23.60
|
29.75
|
210.0
|
64.6
|
9.75
|
11.20
|
12.85
|
86.7
|
10.95
|
7.10
|
54.1
|
12.0
|
106.0
|
20.15
|
18.80
|
24.3
|
10.20
|
18.90
|
31.35
|
36.80
|
23.10
|
38.50
|
35.85
|
15.90
|
10.95
|
75.3
|
15.94
|
18.52
|
8.82
|
41.80
|
9.15
|
22.25
|
6.84
|
124.50
|
9.35
|
40.00
|
11.85
|
4.51
|
21.55
|
25.80
|
23.50
|
35.05
|
65.6
|
11.10
|
220.0
|
61.4
|
79.0
|
10.20
|
71.6
|
35.65
|
9.61
|
13.60
|
26.85
|
41.80
|
10.90
|
32.85
|
24.90
|
10.75
|
14.65
|
40.05
|
221.5
|
0.53
|
21.80
|
20.25
|
49.45
|
38.10
|
24.95
|
11.10
|
18.45
|
17.60
|
18.95
|
9.27
|
29.15
|
11.25
|
5.66
|
149.5
|
24.5
|
11.75
|
91.6
|
16.05
|
36.20
|
9.04
|
19.85
|
8.26
|
12.05
|
11.50
|
28.05
|
10.15
|
17.50
|
7.00
|
6.27
|
20.25
|
23.80
|
22.35
|
13.85
|
15.75
|
25.30
|
19.30
|
19.5
|
6.05
|
11.75
|
27.00
|
28.70
|
44.15
|
7.76
|
25.20
|
26.80
|
13.25
|
67.4
|
46.60
|
10.90
|
11.80
|
15.55
|
30.70
|
13.35
|
35.30
|
8.66
|
10.90
|
6.81
|
30.95
|
12.06
|
13.05
|
15.65
|
28.55
|
18.85
|
15.80
|
24.40
|
29.60
|
30.35
|
24.30
|
28.70
|
21.70
|
12.60
|
22.60
|
22.95
|
6.30
|
14.20
|
134.0
|
37.95
|
29.7
|
207
|
77.5
|
86.2
|
29.35
|
62.6
|
17.1
|
29.05
|
10.10
|
18.75
|
13.45
|
27.90
|
19.60
|
10.20
|
9.11
|
9.52
|
8.16
|
9.96
|
13.00
|
34.80
|
17.15
|
14.55
|
11.30
|
11.85
|
17.30
|
46.50
|
46.0
|
9.61
|
20.00
|
15.10
|
25.25
|
12.95
|
9.01
|
9.60
|
10.10
|
19.80
|
19.70
|
8.00
|
24.75
|
15.35
|
19.70
|
18.05
|
9.45
|
22.05
|
26.0
|
9.65
|
307.0
|
15.65
|
77.8
|
18.60
|
81.7
|
26.75
|
116.5
|
9.65
|
42.85
|
58.4
|
39.15
|
29.90
|
3125
|
49.60
|
7.28
|
13.55
|
30.00
|
17.85
|
42.6
|
24.65
|
33.45
|
62.7
|
14.35
|
34.50
|
82.2
|
6.10
|
18.3
|
101.5
|
8.87
|
20.8
|
19.60
|
45.3
|
10.55
|
25.70
|
18.60
|
138.0
|
41.00
|
38.55
|
21.20
|
9.34
|
31.15
|
11.00
|
31.85
|
2.28
|
78.2
|
106.5
|
18.85
|
9.11
|
13.05
|
7.28
|
9.61
|
2.98
|
8.50
|
25.10
|
26.15
|
16.77
|
8.07
|
7.90
|
24.35
|
14.50
|
15.35
|
52.7
|
18.40
|
151
|
8.36
|
26.95
|
39.30
|
43.30
|
17.10
|
19.80
|
18.80
|
43.75
|
11.35
|
14.70
|
18.75
|
6.30
|
12.30
|
10.40
|
11.70
|
31.20
|
33.18
|
30.30
|
81.8
|
16.35
|
1.58
|
184.0
|
125.5
|
50.8
|
17.10
|
14.85
|
16.40
|
202.0
|
65.8
|
94.3
|
9.48
|
7.70
|
50.5
|
72.0
|
53.7
|
15.75
|
32.05
|
76.6
|
112.0
|
204.0
|
17.00
|
8.21
|
26.00
|
15.90
|
17.05
|
364
|
7.21
|
5.80
|
50.2
|
20.65
|
13.60
|
8.15
|
70.2
|
22.05
|
15.60
|
76.5
|
15.60
|
43.80
|
75.0
|
69.0
|
204.5
|
16.55
|
47.10
|
56.4
|
6.90
|
3.19
|
20.5
|
17.40
|
12.70
|
36.75
|
13.9
|
12.25
|
39.25
|
24.00
|
66.8
|
57.0
|
18.85
|
45.55
|
24.35
|
18.20
|
69.8
|
29.40
|
241.0
|
18.7
|
18.86
|
26.35
|
53.8
|
24.80
|
30.90
|
99.7
|
13.85
|
13.90
|
37.5
|
100.5
|
17.45
|
24.05
|
94.2
|
59.4
|
25.15
|
102.0
|
54.7
|
57.5
|
61.1
|
47.5
|
36.1
|
42.0
|
13.35
|
26.00
|
22.75
|
46.4
|
89.6
|
37.00
|
39.1
|
133
|
76.6
|
111.5
|
52.5
|
72.0
|
22.25
|
148.5
|
42.80
|
28.50
|
39.6
|
32.65
|
10.65
|
4.66
|
30.70
|
49.7
|
33.80
|
97.5
|
29.80
|
15.5
|
77.8
|
8.70
|
36.75
|
45.25
|
30.35
|
82.7
|
27.40
|
59.8
|
45.85
|
51.0
|
69.5
|
28.25
|
25.75
|
90.5
|
30.30
|
13.30
|
10.45
|
38.15
|
480.0
|
53.5
|
67.0
|
113.0
|
26.55
|
61.7
|
68.8
|
22.60
|
28.65
|
4.91
|
9.71
|
12.50
|
8.01
|
34.80
|
20.35
|
10.10
|
16.00
|
77.1
|
36.65
|
18.05
|
11.11
|
35.40
|
95.0
|
39.85
|
17.40
|
9.96
|
32.30
|
8.88
|
44.65
|
26.10
|
29.90
|
39.95
|
6.70
|
12.00
|
16.35
|
28.30
|
13.34
|
8.70
|
18.00
|
25.35
|
15.50
|
8.16
|
4.37
|
26.10
|
20.00
|
8.33
|
7.89
|
31.10
|
13.05
|
12.85
|
81.8
|
27.40
|
32.7
|
34.00
|
28.20
|
12.40
|
60.5
|
47.15
|
26.70
|
29.40
|
57.4
|
21.70
|
67.5
|
26.85
|
48.05
|
61.0
|
14.50
|
27.45
|
54.0
|
3.4
|
8.80
|
138.0
|
17.95
|
66.4
|
9.93
|
8.91
|
26.75
|
74.5
|
107.0
|
82.2
|
37.35
|
62.6
|
18.85
|
33.80
|
77.1
|
17.50
|
1.06
|
14.85
|
540
|
42.05
|
240.43
|
445.0
|
92.2
|
15.85
|
37.35
|
6.04
|
30.05
|
75.6
|
151.5
|
89.5
|
115.5
|
19.25
|
161.0
|
103.0
|
69.6
|
42.7
|
76.5
|
59.0
|
99.0
|
45.3
|
21.50
|
72.3
|
84.7
|
48.7
|
41.81
|
67.4
|
54.9
|
61.4
|
51.0
|
175.5
|
86.2
|
158.0
|
42.7
|
41.20
|
17.55
|
97.8
|
17.80
|
36.20
|
8.20
|
33.8
|
32.80
|
134.0
|
22.00
|
63.8
|
3.14
|
23.95
|
9.70
|
10.80
|
27.10
|
99.7
|
31.20
|
25.10
|
38.70
|
12.60
|
42.60
|
27.40
|
16.4
|
16.50
|
19.75
|
29.50
|
28.5
|
202.0
|
22.8
|
19.0
|
41.55
|
12.50
|
166.0
|
39.90
|
17.40
|
60.1
|
11.90
|
183.5
|
157.5
|
26.35
|
235.5
|
53.8
|
39.90
|
55.89
|
41.3
|
125.0
|
49.00
|
120.0
|
16.40
|
48.00
|
88.0
|
25.05
|
12.60
|
36.35
|
46.95
|
9.21
|
31.70
|
24.15
|
11.60
|
12.10
|
29.10
|
171.5
|
36.35
|
9.08
|
132.0
|
87.2
|
32.9
|
10.15
|
141.5
|
34.35
|
37.60
|
39.90
|
30.1
|
5.00
|
14.00
|
49.95
|
32.0
|
44.00
|
16.0
|
17.25
|
40.35
|
48.60
|
47.05
|
29.10
|
90.0
|
67.8
|
57.6
|
16.35
|
44.30
|
12.30
|
12.60
|
63.2
|
|
492
|
2018-12-27
|
35.40
|
33.55
|
13.55
|
18.90
|
7.30
|
13.80
|
17.00
|
22.00
|
25.95
|
33.45
|
10.05
|
54.3
|
69.2
|
6.80
|
18.50
|
18.25
|
10.90
|
76.6
|
49.95
|
29.60
|
36.50
|
97.4
|
37.95
|
29.95
|
25.65
|
13.70
|
139.0
|
36.55
|
97.8
|
74.0
|
11.90
|
22.00
|
23.60
|
13.15
|
9.97
|
22.60
|
21.80
|
11.75
|
11.15
|
26.60
|
12.05
|
36.85
|
26.25
|
35.30
|
10.85
|
16.55
|
102.5
|
6.59
|
75.2
|
34.60
|
17.20
|
51.0
|
27.50
|
11.65
|
24.05
|
10.9
|
7.07
|
14.20
|
4.94
|
7.19
|
43.70
|
10.45
|
8.68
|
33.80
|
5.38
|
36.80
|
17.95
|
7.70
|
32.90
|
12.25
|
12.80
|
15.50
|
6.98
|
9.88
|
7.91
|
23.90
|
7.94
|
4.97
|
25.20
|
17.05
|
9.25
|
8.33
|
8.90
|
6.70
|
12.70
|
8.13
|
11.7
|
12.60
|
19.90
|
14.25
|
9.92
|
9.13
|
10.15
|
18.6
|
5.27
|
30.16
|
17.40
|
10.55
|
10.35
|
344.0
|
168.5
|
40.65
|
17.55
|
21.55
|
59.2
|
8.45
|
19.05
|
13.15
|
69.5
|
15.90
|
9.96
|
18.80
|
52.0
|
24.05
|
10.05
|
56.7
|
33.4
|
45.5
|
10.00
|
17.90
|
29.35
|
15.95
|
38.25
|
36.25
|
29.40
|
121.0
|
145
|
4.96
|
22.00
|
15.95
|
32.35
|
135
|
58.2
|
20.85
|
65.6
|
50.8
|
18.5
|
50.1
|
310.0
|
25.30
|
33.05
|
23.75
|
13.95
|
16.70
|
9.23
|
10.15
|
9.06
|
9.57
|
22.3
|
16.00
|
4.48
|
12.45
|
8.43
|
13.45
|
18.1
|
47.10
|
188.0
|
25.30
|
14.85
|
25.5
|
15.95
|
16.70
|
19.00
|
6.48
|
23.40
|
10.15
|
31.4
|
10.00
|
42.45
|
137.0
|
12.95
|
14.50
|
70.6
|
14.10
|
62.5
|
12.35
|
11.25
|
29.90
|
19.35
|
15.35
|
32.0
|
29.70
|
81.8
|
22.85
|
83.5
|
15.4
|
22.80
|
65.44
|
23.90
|
12.85
|
9.26
|
7.09
|
54.6
|
10.55
|
7.78
|
37.30
|
17.90
|
29.90
|
19.00
|
9.73
|
14.65
|
11.30
|
14.50
|
23.95
|
18.85
|
5.50
|
12.35
|
9.90
|
10.1
|
19.45
|
26.20
|
10.75
|
58.1
|
8.15
|
14.05
|
6.72
|
10.10
|
9.49
|
2.15
|
42.05
|
7.78
|
19.30
|
12.55
|
31.1
|
9.05
|
9.67
|
24.30
|
7.83
|
220.0
|
306.0
|
32.75
|
24.15
|
25.80
|
10.80
|
26.95
|
39.30
|
40.55
|
29.2
|
15.55
|
28.05
|
11.80
|
79.4
|
33.00
|
18.15
|
24.15
|
19.85
|
250.0
|
25.00
|
227.0
|
77.9
|
238.0
|
27.35
|
116.0
|
19.40
|
40.65
|
7.44
|
11.25
|
6.05
|
127.5
|
10.00
|
20.20
|
20.80
|
14.40
|
70.8
|
3.26
|
6.66
|
17.50
|
321.0
|
20.05
|
11.85
|
223.0
|
12.20
|
12.20
|
18.65
|
18.20
|
18.00
|
19.40
|
13.70
|
98.1
|
36.15
|
43.50
|
10.8
|
68.4
|
19.75
|
19.35
|
60.3
|
36.15
|
22.10
|
200.0
|
18.3
|
18.40
|
116.5
|
30.15
|
9.30
|
4.10
|
8.81
|
13.75
|
13.05
|
9.03
|
25.35
|
95.8
|
14.00
|
38.95
|
40.45
|
76.6
|
142.0
|
4.30
|
51.7
|
65.4
|
62.5
|
17.65
|
26.8
|
10.60
|
23.80
|
29.95
|
214.0
|
64.3
|
9.77
|
11.40
|
12.85
|
88.3
|
11.15
|
7.53
|
55.8
|
12.2
|
106.5
|
21.00
|
19.00
|
25.3
|
10.30
|
19.15
|
31.30
|
37.35
|
23.25
|
38.50
|
36.05
|
16.10
|
11.00
|
76.1
|
15.94
|
18.61
|
8.85
|
42.10
|
9.36
|
22.40
|
6.77
|
127.50
|
9.59
|
40.90
|
12.00
|
4.51
|
21.35
|
25.60
|
22.70
|
35.10
|
65.7
|
11.15
|
225.0
|
63.3
|
79.5
|
10.20
|
73.8
|
35.70
|
9.69
|
13.60
|
26.90
|
42.15
|
10.80
|
33.05
|
25.90
|
10.80
|
14.70
|
40.35
|
225.5
|
0.58
|
21.90
|
20.30
|
50.70
|
38.25
|
25.45
|
11.00
|
18.65
|
17.80
|
20.20
|
9.54
|
29.50
|
11.30
|
5.60
|
156.5
|
24.5
|
11.80
|
90.7
|
16.20
|
36.50
|
9.12
|
19.95
|
8.34
|
12.20
|
11.65
|
28.15
|
10.20
|
17.15
|
7.09
|
6.27
|
20.45
|
25.25
|
22.75
|
13.65
|
15.75
|
25.50
|
19.65
|
19.6
|
6.03
|
11.85
|
26.95
|
29.00
|
44.40
|
7.80
|
25.50
|
26.90
|
13.30
|
67.5
|
49.10
|
10.90
|
12.00
|
15.70
|
31.00
|
13.40
|
35.45
|
8.75
|
10.90
|
6.78
|
31.05
|
12.16
|
13.15
|
15.70
|
28.55
|
19.00
|
15.95
|
25.15
|
30.15
|
30.45
|
24.35
|
28.75
|
22.00
|
12.60
|
22.60
|
23.05
|
6.33
|
14.25
|
134.5
|
38.35
|
29.7
|
207
|
78.3
|
86.6
|
29.75
|
63.0
|
17.3
|
28.95
|
10.10
|
18.90
|
13.55
|
27.95
|
19.65
|
10.40
|
9.14
|
9.55
|
8.15
|
9.99
|
13.00
|
34.90
|
17.15
|
14.60
|
11.50
|
11.90
|
17.40
|
46.95
|
46.7
|
9.76
|
20.25
|
15.30
|
25.30
|
13.10
|
9.09
|
9.59
|
10.25
|
19.95
|
19.85
|
8.00
|
25.00
|
15.40
|
19.70
|
18.10
|
9.55
|
22.15
|
25.8
|
9.75
|
312.0
|
15.60
|
78.5
|
18.60
|
82.3
|
26.85
|
114.0
|
9.75
|
43.10
|
59.7
|
40.00
|
30.05
|
3135
|
49.95
|
7.39
|
14.15
|
30.40
|
18.05
|
43.8
|
24.75
|
33.30
|
65.2
|
14.40
|
34.70
|
83.8
|
6.10
|
18.1
|
103.5
|
8.94
|
20.9
|
19.65
|
45.6
|
10.65
|
25.85
|
18.65
|
142.0
|
41.40
|
38.65
|
23.20
|
9.45
|
31.25
|
11.05
|
32.05
|
2.30
|
79.9
|
106.5
|
18.60
|
9.40
|
13.15
|
7.42
|
9.65
|
3.18
|
8.47
|
25.40
|
25.95
|
16.77
|
8.07
|
7.90
|
24.75
|
14.65
|
15.60
|
53.0
|
18.20
|
152
|
9.19
|
26.80
|
39.70
|
43.15
|
17.05
|
19.30
|
18.95
|
44.60
|
11.25
|
14.70
|
18.85
|
6.13
|
12.45
|
10.45
|
11.45
|
32.00
|
33.72
|
30.25
|
83.5
|
16.60
|
1.60
|
189.0
|
130.5
|
51.1
|
17.45
|
14.85
|
16.75
|
207.0
|
66.0
|
94.1
|
9.71
|
7.72
|
51.0
|
72.7
|
54.2
|
15.80
|
32.35
|
76.5
|
117.5
|
206.5
|
16.80
|
8.25
|
26.35
|
16.10
|
17.25
|
371
|
7.71
|
6.24
|
50.5
|
20.75
|
13.65
|
8.31
|
73.6
|
22.10
|
15.60
|
76.5
|
15.85
|
44.20
|
76.5
|
69.6
|
215.0
|
16.70
|
48.00
|
57.3
|
6.98
|
3.50
|
20.9
|
17.80
|
12.60
|
36.70
|
14.0
|
12.45
|
39.40
|
24.55
|
68.5
|
57.9
|
18.90
|
45.95
|
24.45
|
18.20
|
70.8
|
29.40
|
245.5
|
19.0
|
18.86
|
26.60
|
54.5
|
24.80
|
31.10
|
102.5
|
14.15
|
14.05
|
39.1
|
100.0
|
17.50
|
24.20
|
98.5
|
59.7
|
25.15
|
107.0
|
55.3
|
57.8
|
61.2
|
48.5
|
36.1
|
42.5
|
13.40
|
26.00
|
23.00
|
47.6
|
90.6
|
37.95
|
39.1
|
133
|
78.2
|
111.5
|
52.8
|
72.1
|
22.90
|
148.5
|
43.70
|
28.65
|
39.8
|
33.20
|
10.70
|
5.12
|
30.75
|
50.4
|
34.25
|
100.0
|
30.10
|
15.4
|
80.3
|
8.84
|
36.80
|
46.80
|
31.20
|
81.1
|
26.65
|
60.6
|
46.00
|
52.2
|
70.0
|
28.80
|
25.75
|
93.0
|
30.80
|
13.35
|
10.30
|
40.60
|
494.5
|
53.5
|
67.9
|
113.0
|
26.70
|
63.7
|
69.3
|
22.95
|
28.80
|
4.97
|
9.81
|
12.35
|
8.10
|
34.30
|
20.50
|
10.10
|
15.80
|
77.3
|
36.65
|
18.15
|
11.16
|
35.35
|
96.9
|
40.15
|
17.60
|
9.85
|
32.70
|
8.89
|
44.65
|
26.30
|
30.75
|
40.30
|
6.89
|
12.25
|
16.50
|
28.55
|
13.34
|
8.70
|
18.10
|
25.50
|
15.65
|
8.39
|
4.44
|
25.85
|
20.35
|
8.42
|
8.00
|
32.05
|
12.90
|
13.05
|
84.4
|
27.90
|
32.5
|
34.00
|
28.25
|
12.60
|
62.5
|
47.65
|
26.90
|
29.45
|
58.5
|
22.00
|
68.0
|
27.45
|
49.25
|
61.3
|
14.60
|
27.45
|
54.0
|
3.4
|
8.77
|
135.5
|
17.95
|
66.2
|
9.98
|
8.86
|
27.10
|
75.8
|
106.0
|
82.8
|
38.40
|
62.8
|
18.85
|
34.15
|
79.0
|
18.10
|
1.16
|
15.10
|
544
|
42.00
|
242.41
|
469.5
|
93.3
|
15.80
|
37.60
|
6.63
|
30.30
|
80.5
|
152.5
|
90.5
|
114.0
|
20.55
|
155.5
|
109.5
|
70.0
|
43.1
|
77.0
|
60.3
|
102.5
|
46.0
|
22.05
|
72.6
|
84.7
|
48.5
|
41.76
|
67.9
|
55.7
|
61.7
|
50.5
|
176.5
|
84.0
|
159.5
|
43.0
|
43.15
|
17.85
|
99.4
|
17.90
|
36.50
|
8.19
|
33.8
|
33.65
|
134.5
|
22.30
|
64.3
|
3.24
|
24.20
|
9.84
|
10.85
|
27.15
|
100.5
|
31.80
|
25.50
|
39.35
|
12.75
|
43.40
|
27.70
|
17.0
|
16.55
|
19.80
|
29.85
|
28.6
|
203.0
|
23.0
|
19.1
|
41.30
|
12.55
|
166.5
|
39.80
|
17.80
|
59.3
|
11.95
|
187.0
|
159.0
|
26.30
|
240.0
|
54.4
|
38.80
|
55.99
|
42.2
|
127.5
|
49.25
|
121.5
|
17.05
|
48.00
|
88.1
|
25.05
|
12.60
|
36.70
|
47.75
|
9.32
|
32.15
|
24.20
|
11.70
|
12.10
|
29.05
|
177.0
|
36.30
|
9.07
|
141.5
|
87.0
|
33.0
|
10.35
|
145.0
|
34.65
|
37.75
|
39.95
|
30.7
|
5.00
|
14.00
|
50.00
|
32.0
|
44.15
|
16.2
|
17.60
|
40.40
|
48.65
|
47.05
|
29.50
|
90.8
|
68.0
|
57.9
|
16.20
|
44.80
|
12.45
|
12.15
|
63.7
|
|
493
|
2018-12-28
|
35.60
|
33.95
|
13.60
|
18.90
|
7.34
|
13.80
|
16.95
|
22.25
|
26.00
|
33.50
|
10.05
|
53.2
|
69.8
|
6.85
|
19.00
|
18.35
|
10.90
|
77.8
|
49.70
|
29.65
|
36.70
|
98.0
|
38.05
|
29.95
|
25.70
|
13.70
|
139.5
|
35.70
|
101.0
|
75.5
|
11.90
|
22.00
|
23.80
|
13.10
|
9.96
|
22.50
|
21.85
|
11.60
|
10.95
|
26.50
|
12.10
|
36.85
|
26.00
|
35.20
|
11.10
|
16.50
|
105.0
|
6.52
|
75.1
|
34.40
|
17.25
|
52.4
|
27.90
|
11.55
|
23.90
|
10.8
|
7.09
|
14.25
|
4.93
|
7.77
|
45.00
|
10.45
|
8.53
|
34.55
|
5.39
|
36.60
|
18.00
|
7.70
|
33.55
|
11.95
|
12.85
|
15.50
|
6.86
|
9.87
|
7.97
|
23.85
|
7.91
|
4.98
|
25.80
|
16.85
|
9.21
|
8.33
|
8.90
|
6.70
|
12.85
|
8.45
|
11.6
|
12.60
|
19.75
|
14.25
|
10.20
|
9.08
|
10.25
|
17.5
|
5.14
|
30.11
|
17.40
|
10.55
|
10.15
|
348.0
|
170.0
|
40.95
|
17.45
|
21.90
|
59.2
|
8.42
|
19.30
|
13.15
|
71.5
|
15.65
|
9.90
|
18.85
|
53.0
|
24.10
|
10.05
|
55.8
|
32.6
|
45.5
|
10.00
|
17.50
|
29.50
|
16.15
|
38.75
|
36.35
|
29.70
|
120.5
|
145
|
4.95
|
21.85
|
15.90
|
33.00
|
135
|
58.0
|
20.90
|
64.1
|
50.8
|
18.4
|
50.1
|
300.5
|
26.00
|
34.00
|
23.70
|
13.90
|
16.75
|
9.20
|
10.15
|
9.09
|
9.53
|
22.5
|
15.80
|
4.48
|
12.60
|
8.54
|
13.25
|
18.1
|
46.90
|
190.5
|
25.35
|
14.80
|
25.8
|
16.25
|
16.75
|
19.00
|
6.50
|
23.45
|
10.20
|
31.5
|
10.05
|
43.20
|
137.0
|
12.95
|
14.45
|
70.5
|
14.00
|
64.2
|
12.35
|
11.10
|
29.70
|
19.30
|
15.35
|
32.4
|
29.80
|
83.5
|
22.80
|
83.5
|
15.4
|
23.15
|
63.78
|
24.15
|
12.90
|
9.26
|
7.09
|
54.4
|
10.55
|
7.80
|
36.95
|
18.00
|
30.00
|
18.65
|
9.66
|
14.70
|
11.25
|
14.25
|
24.25
|
19.00
|
5.52
|
12.35
|
10.00
|
10.1
|
20.00
|
26.35
|
10.70
|
58.5
|
8.15
|
14.10
|
6.67
|
10.30
|
9.50
|
2.15
|
42.05
|
7.77
|
19.10
|
12.65
|
31.1
|
9.10
|
9.60
|
24.45
|
7.78
|
221.0
|
320.0
|
33.10
|
24.15
|
25.85
|
10.85
|
27.05
|
38.95
|
40.85
|
29.2
|
15.60
|
27.80
|
12.95
|
79.8
|
33.65
|
18.20
|
24.30
|
20.00
|
255.5
|
25.40
|
228.5
|
77.8
|
241.0
|
28.20
|
112.5
|
20.30
|
40.60
|
7.47
|
11.25
|
6.09
|
129.5
|
10.10
|
19.80
|
20.45
|
14.40
|
70.8
|
3.22
|
6.70
|
17.45
|
319.0
|
19.85
|
11.80
|
225.5
|
12.35
|
12.05
|
18.35
|
18.35
|
18.15
|
19.85
|
13.55
|
98.6
|
36.40
|
46.30
|
10.8
|
68.9
|
19.70
|
19.45
|
60.5
|
36.05
|
22.05
|
201.5
|
18.4
|
18.15
|
118.0
|
30.45
|
9.36
|
4.33
|
8.88
|
13.65
|
13.10
|
9.01
|
25.90
|
96.4
|
14.40
|
40.10
|
40.20
|
76.4
|
143.0
|
4.29
|
52.7
|
65.7
|
62.6
|
17.60
|
26.3
|
10.85
|
23.70
|
29.55
|
210.5
|
64.0
|
9.71
|
11.25
|
12.95
|
89.7
|
11.20
|
7.41
|
55.0
|
12.3
|
113.0
|
21.00
|
18.85
|
25.0
|
10.15
|
19.20
|
31.40
|
37.10
|
23.15
|
38.95
|
38.00
|
16.40
|
11.05
|
75.6
|
15.94
|
18.52
|
8.90
|
42.10
|
9.43
|
22.35
|
6.79
|
123.00
|
9.25
|
42.95
|
12.00
|
4.48
|
21.60
|
25.60
|
23.25
|
35.00
|
66.8
|
11.20
|
229.5
|
64.6
|
78.5
|
10.65
|
75.2
|
35.70
|
9.68
|
13.45
|
26.65
|
42.00
|
10.80
|
33.15
|
26.15
|
10.85
|
14.75
|
40.00
|
225.0
|
0.62
|
21.95
|
20.20
|
50.90
|
38.25
|
25.45
|
11.00
|
18.60
|
18.10
|
20.20
|
9.43
|
29.70
|
11.25
|
5.64
|
154.0
|
24.5
|
11.80
|
90.2
|
16.35
|
35.35
|
9.10
|
19.95
|
8.36
|
12.30
|
11.50
|
28.40
|
10.20
|
17.55
|
7.12
|
6.32
|
20.45
|
26.40
|
22.40
|
13.60
|
15.70
|
25.55
|
19.60
|
19.6
|
6.05
|
12.35
|
27.00
|
28.80
|
45.00
|
7.75
|
25.55
|
27.25
|
13.75
|
68.1
|
49.15
|
10.85
|
11.90
|
15.95
|
32.25
|
13.50
|
35.50
|
8.80
|
11.00
|
6.81
|
31.15
|
12.30
|
13.30
|
15.95
|
28.65
|
19.00
|
15.80
|
25.25
|
30.55
|
30.70
|
24.40
|
29.00
|
21.85
|
12.60
|
23.35
|
23.00
|
6.32
|
14.25
|
135.0
|
39.60
|
30.0
|
206
|
78.7
|
86.9
|
29.85
|
63.2
|
17.2
|
28.85
|
10.20
|
18.90
|
13.70
|
27.85
|
19.55
|
10.35
|
9.12
|
9.59
|
8.15
|
10.00
|
12.95
|
34.90
|
17.05
|
14.70
|
11.50
|
11.65
|
17.50
|
47.05
|
47.0
|
9.72
|
20.10
|
15.45
|
25.95
|
13.05
|
8.97
|
9.53
|
10.30
|
20.20
|
20.00
|
8.00
|
24.95
|
15.70
|
19.65
|
17.85
|
9.46
|
22.50
|
26.0
|
9.86
|
311.0
|
15.45
|
78.6
|
19.10
|
83.0
|
26.80
|
104.0
|
9.64
|
43.25
|
59.9
|
40.20
|
30.05
|
3215
|
49.60
|
7.28
|
14.25
|
30.40
|
18.00
|
43.9
|
25.25
|
33.55
|
66.2
|
14.45
|
34.65
|
82.8
|
6.08
|
17.8
|
104.0
|
8.70
|
21.0
|
19.65
|
45.6
|
10.55
|
25.80
|
18.70
|
142.0
|
42.30
|
38.80
|
22.30
|
9.50
|
30.20
|
11.15
|
32.40
|
2.47
|
79.8
|
106.5
|
18.80
|
9.41
|
13.10
|
7.44
|
9.73
|
3.14
|
8.58
|
26.60
|
26.50
|
16.77
|
8.04
|
7.86
|
24.70
|
14.60
|
15.40
|
52.9
|
18.40
|
152
|
8.80
|
26.70
|
39.95
|
43.60
|
17.10
|
21.00
|
19.10
|
45.90
|
11.30
|
14.70
|
18.90
|
6.15
|
12.40
|
10.50
|
10.50
|
31.40
|
33.92
|
30.65
|
84.2
|
16.55
|
1.64
|
185.0
|
129.5
|
51.1
|
17.50
|
14.95
|
16.80
|
206.0
|
65.7
|
94.2
|
9.72
|
7.79
|
51.2
|
73.2
|
54.2
|
15.65
|
32.35
|
76.5
|
118.0
|
211.5
|
16.35
|
8.38
|
26.75
|
16.10
|
17.25
|
368
|
7.83
|
5.98
|
50.4
|
20.70
|
13.65
|
8.27
|
74.8
|
22.85
|
16.05
|
77.3
|
15.50
|
44.10
|
78.2
|
69.0
|
224.0
|
16.40
|
48.30
|
57.4
|
6.90
|
3.50
|
20.6
|
17.85
|
12.55
|
36.95
|
14.1
|
12.55
|
39.35
|
24.65
|
69.5
|
58.3
|
19.10
|
46.00
|
24.50
|
18.10
|
70.7
|
30.00
|
257.0
|
19.1
|
19.10
|
26.80
|
54.2
|
24.85
|
30.85
|
110.5
|
14.05
|
14.40
|
39.6
|
105.0
|
17.30
|
24.25
|
106.0
|
59.0
|
24.75
|
109.0
|
55.0
|
57.2
|
61.2
|
50.0
|
36.1
|
43.6
|
13.95
|
26.10
|
22.65
|
47.8
|
91.5
|
38.30
|
39.0
|
136
|
77.5
|
112.5
|
52.5
|
76.4
|
22.95
|
151.5
|
43.45
|
29.20
|
39.7
|
34.55
|
10.70
|
5.10
|
31.40
|
51.4
|
34.00
|
98.4
|
30.05
|
15.6
|
80.2
|
8.80
|
36.90
|
46.50
|
31.20
|
82.8
|
25.60
|
60.8
|
45.95
|
54.0
|
70.0
|
28.80
|
25.85
|
93.0
|
30.65
|
13.40
|
10.10
|
39.35
|
500.0
|
53.0
|
69.2
|
112.0
|
26.90
|
64.2
|
69.6
|
22.85
|
29.75
|
4.98
|
9.74
|
12.40
|
8.13
|
34.50
|
20.95
|
10.15
|
15.90
|
77.2
|
35.50
|
18.10
|
11.19
|
35.35
|
96.9
|
40.20
|
17.65
|
10.20
|
32.75
|
8.95
|
45.15
|
25.90
|
30.25
|
40.30
|
7.04
|
12.00
|
16.05
|
28.60
|
13.34
|
8.60
|
18.00
|
25.50
|
15.55
|
8.36
|
4.40
|
26.05
|
20.10
|
8.42
|
8.00
|
31.65
|
12.90
|
13.05
|
84.5
|
28.10
|
32.7
|
34.00
|
28.30
|
12.60
|
62.5
|
47.85
|
26.85
|
29.55
|
58.3
|
21.95
|
68.0
|
27.90
|
50.00
|
61.5
|
14.45
|
27.55
|
54.2
|
3.3
|
8.85
|
138.0
|
17.95
|
66.1
|
10.10
|
8.90
|
27.05
|
74.5
|
107.5
|
87.0
|
38.90
|
62.9
|
18.90
|
34.30
|
79.9
|
17.55
|
1.20
|
14.70
|
537
|
45.00
|
241.42
|
453.0
|
90.5
|
15.85
|
37.55
|
6.50
|
30.70
|
79.0
|
152.0
|
90.0
|
114.0
|
20.10
|
156.0
|
109.0
|
70.9
|
43.0
|
78.5
|
62.5
|
109.0
|
45.3
|
22.10
|
72.6
|
85.0
|
48.4
|
40.85
|
67.9
|
55.0
|
61.4
|
50.0
|
178.0
|
87.1
|
159.5
|
43.5
|
45.90
|
18.00
|
100.5
|
17.90
|
39.00
|
8.14
|
34.0
|
33.80
|
135.5
|
22.20
|
64.6
|
3.18
|
24.15
|
9.76
|
10.80
|
27.05
|
100.5
|
31.80
|
26.10
|
39.25
|
12.75
|
43.15
|
27.75
|
16.7
|
16.55
|
19.90
|
30.95
|
28.5
|
203.0
|
22.9
|
18.9
|
40.50
|
12.50
|
166.5
|
40.15
|
17.75
|
60.1
|
11.95
|
188.0
|
158.0
|
26.30
|
236.0
|
53.8
|
37.20
|
56.09
|
42.8
|
126.5
|
49.25
|
121.5
|
17.00
|
48.90
|
89.6
|
25.05
|
12.70
|
37.00
|
47.55
|
9.37
|
32.60
|
24.25
|
11.60
|
12.15
|
28.90
|
175.5
|
36.05
|
9.01
|
138.0
|
88.4
|
33.5
|
10.50
|
144.5
|
34.00
|
38.40
|
40.05
|
30.4
|
5.19
|
14.10
|
50.10
|
32.0
|
44.40
|
16.4
|
17.65
|
40.35
|
49.30
|
47.50
|
29.40
|
90.6
|
67.6
|
57.9
|
16.30
|
44.75
|
12.45
|
12.10
|
65.0
|
#6
data4 <- data3[ , colSums(is.na(data3)) == 0]
data41 <- data4
data41 %>% head(6) %>% kbl(caption="6")%>%
row_spec(row =0, bold= TRUE, color = "black", background = "white") %>%
kable_styling(bootstrap_options = "striped", full_width = F, position = "left")
6
|
date
|
1101
|
1102
|
1103
|
1104
|
1108
|
1109
|
1110
|
1201
|
1203
|
1210
|
1213
|
1215
|
1216
|
1217
|
1218
|
1219
|
1220
|
1225
|
1227
|
1229
|
1231
|
1232
|
1233
|
1234
|
1235
|
1236
|
1256
|
1262
|
1301
|
1303
|
1304
|
1305
|
1307
|
1308
|
1309
|
1310
|
1312
|
1313
|
1314
|
1315
|
1316
|
1319
|
1321
|
1323
|
1324
|
1325
|
1326
|
1337
|
1338
|
1339
|
1340
|
1402
|
1409
|
1410
|
1413
|
1414
|
1416
|
1417
|
1418
|
1419
|
1423
|
1432
|
1434
|
1435
|
1436
|
1437
|
1438
|
1439
|
1440
|
1441
|
1442
|
1443
|
1444
|
1445
|
1446
|
1447
|
1449
|
1451
|
1452
|
1453
|
1454
|
1455
|
1456
|
1457
|
1459
|
1460
|
1463
|
1464
|
1465
|
1466
|
1467
|
1468
|
1470
|
1471
|
1472
|
1473
|
1474
|
1475
|
1476
|
1477
|
1503
|
1504
|
1506
|
1507
|
1512
|
1513
|
1514
|
1515
|
1516
|
1517
|
1519
|
1521
|
1522
|
1524
|
1525
|
1526
|
1527
|
1528
|
1529
|
1530
|
1531
|
1532
|
1533
|
1535
|
1536
|
1537
|
1538
|
1539
|
1540
|
1541
|
1558
|
1560
|
1568
|
1582
|
1583
|
1589
|
1590
|
1592
|
1598
|
1603
|
1604
|
1605
|
1608
|
1609
|
1611
|
1612
|
1614
|
1615
|
1616
|
1617
|
1618
|
1626
|
1701
|
1702
|
1707
|
1708
|
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|
1710
|
1711
|
1712
|
1713
|
1714
|
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|
1718
|
1720
|
1721
|
1722
|
1723
|
1724
|
1725
|
1726
|
1727
|
1730
|
1731
|
1732
|
1733
|
1734
|
1735
|
1736
|
1737
|
1762
|
1773
|
1776
|
1783
|
1786
|
1789
|
1802
|
1805
|
1806
|
1808
|
1809
|
1810
|
1817
|
1902
|
1903
|
1904
|
1905
|
1906
|
1907
|
1909
|
2002
|
2006
|
2007
|
2008
|
2009
|
2010
|
2012
|
2013
|
2014
|
2015
|
2017
|
2020
|
2022
|
2023
|
2024
|
2027
|
2028
|
2029
|
2030
|
2031
|
2032
|
2033
|
2034
|
2038
|
2049
|
2059
|
2062
|
2069
|
2101
|
2102
|
2103
|
2104
|
2105
|
2106
|
2107
|
2108
|
2109
|
2114
|
2115
|
2201
|
2204
|
2206
|
2207
|
2208
|
2227
|
2228
|
2231
|
2236
|
2239
|
2301
|
2302
|
2303
|
2305
|
2308
|
2312
|
2313
|
2314
|
2316
|
2317
|
2321
|
2323
|
2324
|
2327
|
2328
|
2329
|
2330
|
2331
|
2332
|
2337
|
2338
|
2340
|
2342
|
2344
|
2345
|
2347
|
2348
|
2349
|
2351
|
2352
|
2353
|
2354
|
2355
|
2356
|
2357
|
2358
|
2359
|
2360
|
2362
|
2363
|
2364
|
2365
|
2367
|
2368
|
2369
|
2371
|
2373
|
2374
|
2375
|
2376
|
2377
|
2379
|
2380
|
2382
|
2383
|
2385
|
2387
|
2388
|
2390
|
2392
|
2393
|
2395
|
2397
|
2399
|
2401
|
2402
|
2404
|
2405
|
2406
|
2408
|
2409
|
2412
|
2413
|
2414
|
2415
|
2417
|
2419
|
2420
|
2421
|
2423
|
2424
|
2425
|
2426
|
2427
|
2428
|
2429
|
2430
|
2431
|
2433
|
2434
|
2436
|
2438
|
2439
|
2440
|
2441
|
2442
|
2443
|
2444
|
2448
|
2449
|
2450
|
2451
|
2453
|
2454
|
2455
|
2456
|
2457
|
2458
|
2459
|
2460
|
2461
|
2462
|
2464
|
2465
|
2466
|
2467
|
2468
|
2471
|
2472
|
2474
|
2475
|
2476
|
2477
|
2478
|
2480
|
2481
|
2482
|
2483
|
2484
|
2485
|
2486
|
2488
|
2489
|
2491
|
2492
|
2493
|
2495
|
2496
|
2497
|
2498
|
2499
|
2501
|
2504
|
2505
|
2506
|
2509
|
2511
|
2514
|
2515
|
2516
|
2520
|
2524
|
2527
|
2528
|
2530
|
2534
|
2535
|
2536
|
2537
|
2538
|
2539
|
2540
|
2542
|
2543
|
2545
|
2546
|
2547
|
2548
|
2597
|
2601
|
2603
|
2605
|
2606
|
2607
|
2608
|
2609
|
2610
|
2611
|
2612
|
2613
|
2614
|
2615
|
2616
|
2617
|
2618
|
2633
|
2634
|
2636
|
2637
|
2642
|
2701
|
2702
|
2704
|
2705
|
2706
|
2707
|
2712
|
2722
|
2723
|
2727
|
2731
|
2739
|
2748
|
2801
|
2809
|
2812
|
2816
|
2820
|
2823
|
2832
|
2834
|
2836
|
2838
|
2841
|
2845
|
2849
|
2850
|
2851
|
2852
|
2855
|
2867
|
2880
|
2881
|
2882
|
2883
|
2884
|
2885
|
2886
|
2887
|
2888
|
2889
|
2890
|
2891
|
2892
|
2901
|
2903
|
2904
|
2905
|
2906
|
2908
|
2910
|
2911
|
2912
|
2913
|
2915
|
2923
|
2929
|
2936
|
3002
|
3003
|
3004
|
3005
|
3006
|
3008
|
3010
|
3011
|
3013
|
3014
|
3015
|
3016
|
3017
|
3018
|
3019
|
3021
|
3022
|
3023
|
3024
|
3025
|
3026
|
3027
|
3028
|
3029
|
3030
|
3031
|
3032
|
3033
|
3034
|
3035
|
3036
|
3037
|
3038
|
3040
|
3041
|
3042
|
3043
|
3044
|
3045
|
3046
|
3047
|
3048
|
3049
|
3050
|
3051
|
3052
|
3054
|
3055
|
3056
|
3057
|
3058
|
3059
|
3060
|
3062
|
3090
|
3094
|
3130
|
3149
|
3164
|
3167
|
3189
|
3209
|
3229
|
3231
|
3257
|
3266
|
3296
|
3305
|
3308
|
3311
|
3312
|
3321
|
3338
|
3346
|
3356
|
3376
|
3380
|
3383
|
3406
|
3413
|
3416
|
3419
|
3432
|
3437
|
3443
|
3450
|
3454
|
3481
|
3494
|
3501
|
3504
|
3515
|
3518
|
3528
|
3532
|
3533
|
3535
|
3536
|
3545
|
3550
|
3557
|
3563
|
3576
|
3579
|
3583
|
3588
|
3591
|
3593
|
3596
|
3605
|
3607
|
3617
|
3622
|
3645
|
3653
|
3661
|
3665
|
3669
|
3673
|
3679
|
3682
|
3686
|
3694
|
3698
|
3701
|
3702
|
3703
|
3704
|
3705
|
3706
|
3708
|
4104
|
4106
|
4108
|
4119
|
4133
|
4137
|
4141
|
4142
|
4144
|
4164
|
4190
|
4306
|
4414
|
4426
|
4438
|
4526
|
4532
|
4536
|
4545
|
4551
|
4552
|
4555
|
4557
|
4720
|
4722
|
4725
|
4737
|
4739
|
4746
|
4755
|
4763
|
4904
|
4906
|
4912
|
4915
|
4916
|
4919
|
4927
|
4930
|
4934
|
4935
|
4938
|
4942
|
4943
|
4952
|
4956
|
4958
|
4960
|
4968
|
4976
|
4977
|
4994
|
4999
|
5007
|
5203
|
5215
|
5225
|
5234
|
5243
|
5258
|
5259
|
5264
|
5269
|
5284
|
5285
|
5288
|
5305
|
5388
|
5434
|
5469
|
5471
|
5484
|
5515
|
5519
|
5521
|
5522
|
5525
|
5531
|
5533
|
5534
|
5538
|
5607
|
5608
|
5706
|
5871
|
5880
|
5906
|
5907
|
6005
|
6024
|
6108
|
6112
|
6115
|
6116
|
6117
|
6120
|
6128
|
6133
|
6136
|
6139
|
6141
|
6142
|
6152
|
6153
|
6155
|
6164
|
6165
|
6166
|
6168
|
6172
|
6176
|
6177
|
6183
|
6184
|
6189
|
6191
|
6192
|
6196
|
6197
|
6201
|
6202
|
6205
|
6206
|
6209
|
6213
|
6214
|
6215
|
6216
|
6224
|
6225
|
6226
|
6230
|
6235
|
6239
|
6243
|
6251
|
6257
|
6269
|
6271
|
6277
|
6278
|
6281
|
6282
|
6283
|
6285
|
6289
|
6405
|
6409
|
6412
|
6414
|
6415
|
6431
|
6442
|
6443
|
6449
|
6451
|
6452
|
6456
|
6464
|
6477
|
6504
|
6505
|
6525
|
6531
|
6605
|
8011
|
8016
|
8021
|
8033
|
8039
|
8046
|
8070
|
8072
|
8081
|
8101
|
8103
|
8105
|
8110
|
8112
|
8114
|
8131
|
8150
|
8163
|
8201
|
8210
|
8213
|
8215
|
8222
|
8249
|
8261
|
8271
|
8341
|
8374
|
8404
|
8411
|
8422
|
8427
|
8429
|
8442
|
8443
|
8454
|
8462
|
8463
|
8464
|
8466
|
8467
|
8473
|
8488
|
8926
|
8940
|
8996
|
9802
|
9902
|
9904
|
9905
|
9906
|
9907
|
9908
|
9910
|
9911
|
9912
|
9914
|
9917
|
9918
|
9919
|
9921
|
9924
|
9925
|
9926
|
9927
|
9928
|
9929
|
9930
|
9931
|
9933
|
9934
|
9935
|
9937
|
9938
|
9939
|
9940
|
9941
|
9942
|
9943
|
9944
|
9945
|
9946
|
9955
|
9958
|
|
2017-01-03
|
29.64
|
24.95
|
8.27
|
21.50
|
8.57
|
10.11
|
15.54
|
17.65
|
20.83
|
24.73
|
16.80
|
42.14
|
47.81
|
7.33
|
14.19
|
15.13
|
9.83
|
46.42
|
69.38
|
17.28
|
26.72
|
75.77
|
33.08
|
28.77
|
20.31
|
17.87
|
112.48
|
131.07
|
81.28
|
63.17
|
14.66
|
20.28
|
31.29
|
16.63
|
10.45
|
16.71
|
19.18
|
10.43
|
10.05
|
23.08
|
13.55
|
57.95
|
24.60
|
30.53
|
12.41
|
19.84
|
86.58
|
17.31
|
85.75
|
35.91
|
44.08
|
22.69
|
8.51
|
21.56
|
5.55
|
5.65
|
22.50
|
5.16
|
17.68
|
36.48
|
6.78
|
16.35
|
26.65
|
4.20
|
34.07
|
14.98
|
4.22
|
15.45
|
11.64
|
9.06
|
14.01
|
4.47
|
7.84
|
8.50
|
17.60
|
8.10
|
4.10
|
34.01
|
18.02
|
7.97
|
7.96
|
8.69
|
8.50
|
9.34
|
8.40
|
15.66
|
16.39
|
20.66
|
11.70
|
13.50
|
10.30
|
9.98
|
18.02
|
6.20
|
20.55
|
27.66
|
10.32
|
25.41
|
312.98
|
116.53
|
38.03
|
25.88
|
14.55
|
40.80
|
6.00
|
17.61
|
8.99
|
14.20
|
15.10
|
10.03
|
16.67
|
71.81
|
31.85
|
10.23
|
106.57
|
13.14
|
86.69
|
9.06
|
32.72
|
26.94
|
14.77
|
28.48
|
42.21
|
43.82
|
118.75
|
139.13
|
8.62
|
25.49
|
11.42
|
47.19
|
138.76
|
58.18
|
30.97
|
68.03
|
52.33
|
97.33
|
237.72
|
49.05
|
37.34
|
21.65
|
17.79
|
10.57
|
7.73
|
5.33
|
6.82
|
8.17
|
22.51
|
9.12
|
5.09
|
6.99
|
7.79
|
24.96
|
17.09
|
55.96
|
158.27
|
24.47
|
13.94
|
22.72
|
19.17
|
13.64
|
13.97
|
7.81
|
27.75
|
8.05
|
29.94
|
13.99
|
36.35
|
112.81
|
15.00
|
12.57
|
72.87
|
11.94
|
34.56
|
12.59
|
13.55
|
37.55
|
23.77
|
11.58
|
44.26
|
26.64
|
26.05
|
48.73
|
18.55
|
23.58
|
54.20
|
36.36
|
12.86
|
5.65
|
7.04
|
27.00
|
11.79
|
8.98
|
32.93
|
11.10
|
32.5
|
12.28
|
8.46
|
15.46
|
9.22
|
15.28
|
22.79
|
18.89
|
5.35
|
10.55
|
7.34
|
10.48
|
12.15
|
20.91
|
9.45
|
39.84
|
7.55
|
11.66
|
6.74
|
9.73
|
7.27
|
15.59
|
4.15
|
29.85
|
9.56
|
19.12
|
9.88
|
8.61
|
23.53
|
6.58
|
137.54
|
398.66
|
38.96
|
19.35
|
27.32
|
12.81
|
31.84
|
22.66
|
56.27
|
44.61
|
15.62
|
18.33
|
10.66
|
68.58
|
47.85
|
25.58
|
23.20
|
18.67
|
337.50
|
32.16
|
168.16
|
153.22
|
198.71
|
51.25
|
177.08
|
41.84
|
6.55
|
10.56
|
8.05
|
146.72
|
11.26
|
14.64
|
24.61
|
19.58
|
96.08
|
5.34
|
3.51
|
16.50
|
66.13
|
23.56
|
16.34
|
170.87
|
14.92
|
10.56
|
8.89
|
8.65
|
14.07
|
13.70
|
9.05
|
47.48
|
29.80
|
17.02
|
6.99
|
38.54
|
13.71
|
12.31
|
78.40
|
54.56
|
19.40
|
237.04
|
15.28
|
13.87
|
71.63
|
26.32
|
6.50
|
2.49
|
8.80
|
8.84
|
10.45
|
10.99
|
9.61
|
64.45
|
15.33
|
15.70
|
37.52
|
66.87
|
93.99
|
6.70
|
53.78
|
81.89
|
65.72
|
18.25
|
10.05
|
16.87
|
33.40
|
39.95
|
215.96
|
45.31
|
7.82
|
10.44
|
16.05
|
50.10
|
8.16
|
24.55
|
44.08
|
10.23
|
93.66
|
11.85
|
15.09
|
24.64
|
10.96
|
18.63
|
30.37
|
24.36
|
17.19
|
21.00
|
19.83
|
11.33
|
6.87
|
59.07
|
22.62
|
24.87
|
13.64
|
34.42
|
8.72
|
23.89
|
10.00
|
105.85
|
8.87
|
34.63
|
6.78
|
6.16
|
11.11
|
22.56
|
23.23
|
46.16
|
74.82
|
9.72
|
202.81
|
45.33
|
88.56
|
12.81
|
42.58
|
31.01
|
10.25
|
17.72
|
20.35
|
34.91
|
16.00
|
35.15
|
19.39
|
9.74
|
12.60
|
35.36
|
211.49
|
1.29
|
22.69
|
18.47
|
18.51
|
28.29
|
15.75
|
12.69
|
15.06
|
16.48
|
31.49
|
8.98
|
37.40
|
20.41
|
7.56
|
35.46
|
23.23
|
14.93
|
87.92
|
32.08
|
79.2
|
13.00
|
15.49
|
6.40
|
11.53
|
11.14
|
14.38
|
8.99
|
15.71
|
5.85
|
6.79
|
18.07
|
19.41
|
17.76
|
5.83
|
12.74
|
14.07
|
16.58
|
22.02
|
8.77
|
8.24
|
19.52
|
24.00
|
37.70
|
8.94
|
33.65
|
14.52
|
9.25
|
51.80
|
31.79
|
6.79
|
10.66
|
18.17
|
23.63
|
12.25
|
41.04
|
10.32
|
9.07
|
6.97
|
25.82
|
12.05
|
7.58
|
15.85
|
24.28
|
11.96
|
13.00
|
17.87
|
34.85
|
19.88
|
27.02
|
23.63
|
11.98
|
15.28
|
22.20
|
8.16
|
14.24
|
153.13
|
25.58
|
36.67
|
195.04
|
122.91
|
76.12
|
28.96
|
44.83
|
14.93
|
25.60
|
7.98
|
14.41
|
11.69
|
26.28
|
17.45
|
7.32
|
8.14
|
7.95
|
10.15
|
7.97
|
13.26
|
23.88
|
12.98
|
12.06
|
10.34
|
13.30
|
13.84
|
47.15
|
44.01
|
7.20
|
15.07
|
11.08
|
20.63
|
10.05
|
7.33
|
7.15
|
7.91
|
16.00
|
15.01
|
24.52
|
14.47
|
21.58
|
18.54
|
9.69
|
18.08
|
38.32
|
10.68
|
209.04
|
13.29
|
76.27
|
20.02
|
83.93
|
41.59
|
9.92
|
35.89
|
46.03
|
34.42
|
30.24
|
3690.64
|
40.99
|
7.46
|
16.99
|
25.82
|
20.99
|
18.93
|
23.10
|
16.36
|
29.78
|
11.23
|
45.19
|
63.04
|
7.05
|
11.44
|
39.50
|
12.20
|
14.55
|
15.83
|
33.90
|
11.47
|
33.91
|
14.43
|
95.74
|
28.74
|
37.76
|
11.80
|
9.00
|
28.94
|
15.75
|
35.53
|
2.18
|
65.45
|
94.33
|
16.13
|
10.10
|
15.26
|
9.02
|
10.10
|
4.62
|
7.28
|
24.60
|
15.95
|
15.09
|
15.60
|
10.13
|
21.87
|
32.95
|
18.23
|
20.63
|
19.62
|
123.57
|
20.50
|
23.30
|
24.01
|
66.55
|
19.90
|
11.45
|
21.54
|
33.64
|
11.50
|
11.83
|
27.97
|
7.85
|
15.10
|
9.34
|
13.60
|
30.43
|
53.81
|
40.73
|
77.53
|
18.24
|
2.56
|
108.68
|
74.00
|
50.26
|
16.78
|
11.03
|
21.79
|
74.81
|
92.10
|
71.75
|
11.20
|
12.50
|
44.81
|
26.00
|
34.28
|
21.16
|
24.37
|
119.75
|
90.33
|
17.40
|
17.38
|
34.50
|
12.83
|
10.96
|
57.72
|
15.15
|
10.80
|
55.48
|
33.21
|
13.35
|
12.15
|
51.37
|
24.44
|
30.66
|
89.29
|
12.04
|
30.38
|
45.35
|
30.46
|
157.18
|
18.86
|
54.96
|
71.46
|
10.40
|
7.22
|
14.10
|
13.25
|
13.88
|
35.91
|
9.64
|
14.29
|
42.04
|
24.17
|
71.33
|
40.98
|
32.09
|
30.80
|
68.99
|
34.27
|
139.00
|
31.87
|
21.40
|
47.01
|
41.94
|
78.14
|
11.55
|
17.40
|
80.10
|
135.38
|
20.84
|
28.56
|
91.51
|
38.97
|
121.40
|
94.57
|
56.50
|
64.52
|
14.07
|
28.57
|
23.95
|
48.81
|
38.06
|
90.71
|
27.92
|
111.18
|
65.01
|
21.89
|
75.42
|
39.69
|
28.11
|
35.45
|
27.89
|
12.81
|
14.45
|
62.57
|
70.17
|
23.62
|
52.66
|
31.84
|
21.57
|
58.83
|
13.75
|
51.03
|
23.14
|
78.42
|
69.2
|
46.98
|
49.48
|
70.09
|
24.58
|
29.37
|
29.71
|
35.45
|
35.94
|
9.38
|
77.32
|
254.36
|
51.81
|
32.27
|
73.98
|
22.01
|
70.00
|
76.33
|
16.62
|
28.94
|
6.55
|
7.85
|
9.77
|
9.18
|
31.03
|
13.65
|
9.25
|
14.50
|
54.55
|
25.14
|
14.13
|
13.43
|
29.83
|
50.22
|
12.13
|
12.00
|
20.00
|
8.35
|
29.86
|
24.90
|
21.12
|
38.15
|
7.18
|
12.31
|
12.31
|
36.62
|
8.69
|
20.31
|
33.49
|
10.00
|
5.82
|
9.97
|
17.23
|
17.37
|
13.36
|
15.70
|
58.16
|
10.51
|
11.45
|
48.43
|
15.38
|
23.65
|
30.31
|
26.55
|
11.58
|
52.12
|
26.07
|
30.23
|
26.37
|
44.27
|
26.55
|
85.63
|
20.10
|
30.32
|
49.89
|
11.44
|
25.67
|
51.99
|
3.68
|
6.58
|
118.88
|
18.58
|
78.96
|
14.15
|
8.87
|
21.00
|
75.37
|
97.78
|
70.44
|
24.12
|
55.36
|
21.47
|
26.11
|
75.99
|
1.91
|
15.70
|
412.93
|
44.02
|
401.54
|
454.51
|
8.14
|
41.87
|
10.24
|
27.57
|
94.90
|
350.26
|
85.40
|
112.22
|
17.53
|
142.64
|
98.59
|
43.18
|
66.35
|
79.75
|
20.33
|
90.95
|
19.51
|
10.05
|
31.30
|
23.39
|
112.42
|
23.81
|
60.67
|
10.28
|
25.43
|
15.74
|
10.87
|
21.86
|
153.61
|
20.28
|
25.71
|
19.10
|
8.19
|
45.00
|
27.13
|
14.35
|
23.08
|
18.22
|
20.90
|
29.00
|
109.58
|
19.44
|
30.89
|
29.95
|
144.04
|
60.29
|
32.83
|
46.18
|
16.86
|
180.97
|
55.68
|
15.65
|
300.02
|
102.93
|
29.99
|
47.26
|
39.14
|
20.14
|
14.6
|
51.21
|
57.57
|
9.52
|
36.75
|
21.41
|
17.41
|
12.94
|
22.52
|
114.35
|
28.81
|
7.73
|
139.17
|
80.63
|
29.57
|
10.26
|
171.80
|
37.16
|
35.87
|
38.20
|
29.74
|
8.35
|
11.00
|
44.99
|
29.19
|
43.46
|
14.58
|
9.13
|
35.96
|
89.14
|
48.50
|
25.21
|
70.22
|
75.24
|
44.06
|
20.28
|
42.71
|
9.12
|
15.90
|
9.21
|
|
2017-01-04
|
29.73
|
24.81
|
8.23
|
21.50
|
8.56
|
10.11
|
15.44
|
17.45
|
20.92
|
24.68
|
16.80
|
43.51
|
47.54
|
7.34
|
14.28
|
15.09
|
9.60
|
46.32
|
69.47
|
17.28
|
27.01
|
75.95
|
33.17
|
28.82
|
20.31
|
17.87
|
114.32
|
130.62
|
81.47
|
63.62
|
14.70
|
20.83
|
31.42
|
16.55
|
11.10
|
16.83
|
19.13
|
10.51
|
10.00
|
23.17
|
13.43
|
57.58
|
24.65
|
31.12
|
12.55
|
19.89
|
86.49
|
17.65
|
85.29
|
35.86
|
45.04
|
22.64
|
8.54
|
21.56
|
5.58
|
5.65
|
22.33
|
5.16
|
17.60
|
36.43
|
6.76
|
16.40
|
26.97
|
4.17
|
34.15
|
15.07
|
4.35
|
15.45
|
11.54
|
9.06
|
14.09
|
4.39
|
7.85
|
8.41
|
17.31
|
8.06
|
4.17
|
34.08
|
18.51
|
8.08
|
8.00
|
8.69
|
8.47
|
9.39
|
8.42
|
15.71
|
16.46
|
20.82
|
11.60
|
13.45
|
10.30
|
9.89
|
18.02
|
6.23
|
20.55
|
27.75
|
10.27
|
25.71
|
303.71
|
116.07
|
38.03
|
25.93
|
14.50
|
40.71
|
6.02
|
17.61
|
8.98
|
14.29
|
15.01
|
10.03
|
16.77
|
71.55
|
31.90
|
10.18
|
107.04
|
13.23
|
84.82
|
9.09
|
32.72
|
27.13
|
14.81
|
28.39
|
42.41
|
43.77
|
118.75
|
140.02
|
8.61
|
25.49
|
11.56
|
50.24
|
139.64
|
57.72
|
30.92
|
67.81
|
52.14
|
98.73
|
232.51
|
49.51
|
38.67
|
20.90
|
17.84
|
10.70
|
7.79
|
5.39
|
7.22
|
8.17
|
22.37
|
9.08
|
5.06
|
6.99
|
7.75
|
25.01
|
17.09
|
55.87
|
163.91
|
24.60
|
13.94
|
22.67
|
19.17
|
13.68
|
13.97
|
7.81
|
27.79
|
8.20
|
29.99
|
14.08
|
36.67
|
113.74
|
15.05
|
12.53
|
73.05
|
11.94
|
34.61
|
12.63
|
13.70
|
37.46
|
23.87
|
11.53
|
44.60
|
26.78
|
26.15
|
48.91
|
18.63
|
23.48
|
54.39
|
36.41
|
12.82
|
5.53
|
7.04
|
27.00
|
11.83
|
8.93
|
32.80
|
11.15
|
32.7
|
12.41
|
8.43
|
15.41
|
9.29
|
15.55
|
23.03
|
19.07
|
5.41
|
10.60
|
7.34
|
10.53
|
12.10
|
20.91
|
9.85
|
39.75
|
7.50
|
11.79
|
6.81
|
9.81
|
7.35
|
15.68
|
4.00
|
31.16
|
9.56
|
19.43
|
9.88
|
8.66
|
23.44
|
6.53
|
142.19
|
399.62
|
38.96
|
19.39
|
27.46
|
12.91
|
32.17
|
22.70
|
56.54
|
44.47
|
15.57
|
18.42
|
10.56
|
68.76
|
47.94
|
25.58
|
23.64
|
18.67
|
338.89
|
32.04
|
168.59
|
158.23
|
197.93
|
50.54
|
176.14
|
43.14
|
6.50
|
10.51
|
8.15
|
145.79
|
11.26
|
14.69
|
24.61
|
19.36
|
95.97
|
5.46
|
3.51
|
16.50
|
66.35
|
23.98
|
16.34
|
170.87
|
14.92
|
10.51
|
8.85
|
8.71
|
14.07
|
13.65
|
9.09
|
49.13
|
29.57
|
17.02
|
6.99
|
38.45
|
13.80
|
12.31
|
78.40
|
55.37
|
19.49
|
237.04
|
15.28
|
13.83
|
72.01
|
26.41
|
6.49
|
2.45
|
8.79
|
8.88
|
10.55
|
10.99
|
9.60
|
64.81
|
15.28
|
15.70
|
37.35
|
67.05
|
92.61
|
6.70
|
53.78
|
87.77
|
65.54
|
18.31
|
10.25
|
16.77
|
33.49
|
40.21
|
213.82
|
45.14
|
7.83
|
10.44
|
15.95
|
49.95
|
8.28
|
24.80
|
44.46
|
10.18
|
94.58
|
11.80
|
15.05
|
25.49
|
11.10
|
18.82
|
30.42
|
24.90
|
17.19
|
21.00
|
19.83
|
11.37
|
6.83
|
59.07
|
22.48
|
24.83
|
13.50
|
34.77
|
8.57
|
24.17
|
9.77
|
104.55
|
8.68
|
34.46
|
6.87
|
6.16
|
11.16
|
22.95
|
23.36
|
45.90
|
75.60
|
9.67
|
200.95
|
45.33
|
88.94
|
12.61
|
42.15
|
30.92
|
10.15
|
17.58
|
20.30
|
35.41
|
15.66
|
35.25
|
20.31
|
9.74
|
12.60
|
35.95
|
210.08
|
1.32
|
22.69
|
18.41
|
18.56
|
28.75
|
15.84
|
12.69
|
15.06
|
16.66
|
31.54
|
8.97
|
37.49
|
20.32
|
7.86
|
35.21
|
23.27
|
14.89
|
86.21
|
32.42
|
81.8
|
13.10
|
15.49
|
6.42
|
11.34
|
10.90
|
14.22
|
8.99
|
15.71
|
5.85
|
6.76
|
18.07
|
19.36
|
17.76
|
5.83
|
12.65
|
13.96
|
16.93
|
22.02
|
8.76
|
8.22
|
19.22
|
24.00
|
37.90
|
8.90
|
33.65
|
14.52
|
9.29
|
51.72
|
32.14
|
6.82
|
10.71
|
18.31
|
23.54
|
12.25
|
40.76
|
10.24
|
9.07
|
6.82
|
25.72
|
12.05
|
7.55
|
15.75
|
24.36
|
11.91
|
13.00
|
17.82
|
35.16
|
19.47
|
27.15
|
23.44
|
11.98
|
15.24
|
22.25
|
8.16
|
14.24
|
153.13
|
25.58
|
36.76
|
193.05
|
126.64
|
76.02
|
28.73
|
45.94
|
14.84
|
25.55
|
7.97
|
14.31
|
11.65
|
26.28
|
17.45
|
7.31
|
8.15
|
7.97
|
10.10
|
7.97
|
12.75
|
23.83
|
12.98
|
12.06
|
10.16
|
13.45
|
13.80
|
46.87
|
43.92
|
7.20
|
15.07
|
11.08
|
20.94
|
10.05
|
7.37
|
7.16
|
7.89
|
16.09
|
15.10
|
24.47
|
14.42
|
21.67
|
18.54
|
9.78
|
17.76
|
36.45
|
10.58
|
205.00
|
13.19
|
77.26
|
20.02
|
83.53
|
43.02
|
9.97
|
36.17
|
46.08
|
34.64
|
30.10
|
3676.05
|
40.99
|
7.36
|
16.90
|
26.00
|
21.13
|
20.80
|
22.92
|
16.50
|
29.88
|
11.28
|
45.79
|
63.22
|
7.03
|
11.49
|
39.13
|
12.25
|
14.55
|
16.01
|
33.99
|
11.47
|
33.96
|
14.43
|
96.18
|
29.49
|
37.54
|
11.99
|
8.99
|
29.01
|
15.80
|
35.40
|
2.11
|
66.26
|
96.14
|
16.17
|
9.96
|
15.35
|
8.97
|
10.19
|
4.47
|
7.26
|
24.37
|
15.95
|
15.04
|
15.60
|
10.23
|
22.07
|
32.90
|
18.32
|
20.67
|
20.36
|
123.13
|
20.75
|
23.00
|
24.01
|
66.83
|
20.27
|
11.45
|
21.33
|
33.45
|
11.50
|
11.87
|
28.28
|
7.79
|
15.25
|
9.35
|
13.79
|
30.74
|
54.35
|
40.22
|
77.53
|
18.42
|
2.60
|
108.18
|
74.09
|
49.62
|
16.54
|
10.94
|
21.88
|
75.85
|
91.75
|
71.50
|
11.25
|
12.50
|
44.90
|
26.20
|
34.78
|
21.16
|
24.54
|
119.93
|
90.05
|
17.35
|
17.43
|
33.93
|
12.83
|
11.11
|
56.97
|
15.45
|
11.85
|
55.86
|
33.07
|
13.40
|
12.40
|
52.00
|
24.39
|
30.80
|
89.83
|
11.99
|
30.28
|
45.87
|
29.96
|
158.11
|
18.86
|
54.96
|
72.48
|
10.45
|
7.34
|
14.50
|
13.30
|
13.78
|
36.15
|
9.64
|
14.19
|
42.13
|
24.95
|
71.24
|
40.89
|
32.00
|
30.70
|
68.90
|
34.45
|
144.52
|
31.73
|
21.54
|
46.82
|
41.61
|
78.52
|
11.65
|
17.45
|
79.73
|
133.52
|
20.74
|
28.43
|
92.42
|
39.01
|
122.79
|
93.72
|
56.97
|
64.34
|
14.17
|
28.91
|
24.20
|
51.07
|
38.80
|
90.52
|
28.19
|
111.65
|
66.01
|
22.12
|
75.61
|
39.05
|
28.11
|
35.91
|
27.98
|
12.86
|
14.65
|
62.47
|
70.89
|
23.66
|
51.56
|
32.26
|
21.81
|
58.83
|
14.10
|
51.82
|
24.12
|
77.71
|
68.9
|
47.25
|
48.48
|
69.81
|
24.18
|
29.37
|
29.88
|
35.72
|
36.03
|
9.76
|
77.32
|
251.58
|
51.27
|
32.46
|
73.43
|
22.06
|
70.72
|
76.07
|
16.67
|
28.81
|
6.56
|
7.85
|
9.68
|
9.19
|
31.07
|
13.65
|
9.29
|
14.36
|
54.55
|
25.71
|
14.18
|
13.48
|
29.91
|
50.49
|
12.13
|
12.00
|
20.19
|
8.20
|
29.90
|
24.81
|
21.16
|
37.98
|
7.19
|
12.36
|
12.41
|
36.70
|
8.63
|
20.31
|
34.08
|
10.24
|
5.82
|
10.10
|
17.13
|
17.37
|
13.32
|
15.25
|
58.91
|
10.46
|
11.60
|
49.04
|
15.61
|
23.60
|
30.26
|
26.64
|
11.49
|
52.62
|
26.76
|
30.23
|
26.63
|
44.09
|
26.95
|
86.34
|
20.15
|
30.96
|
49.63
|
11.44
|
25.62
|
51.99
|
3.80
|
6.48
|
120.23
|
18.58
|
79.05
|
14.15
|
9.08
|
21.00
|
75.81
|
100.49
|
70.44
|
24.31
|
55.36
|
21.47
|
26.59
|
76.42
|
1.96
|
15.65
|
418.48
|
43.80
|
395.42
|
472.21
|
8.14
|
42.45
|
10.58
|
28.61
|
94.05
|
350.26
|
86.71
|
112.22
|
17.77
|
142.17
|
98.59
|
42.93
|
66.26
|
79.56
|
20.38
|
88.63
|
19.91
|
10.05
|
31.94
|
23.63
|
112.42
|
23.65
|
61.28
|
10.34
|
25.25
|
15.70
|
10.91
|
22.16
|
154.49
|
20.33
|
25.29
|
19.28
|
8.07
|
45.08
|
27.27
|
14.11
|
23.56
|
18.22
|
21.19
|
28.95
|
109.11
|
19.39
|
30.97
|
29.99
|
143.60
|
60.02
|
32.93
|
46.08
|
16.96
|
179.10
|
55.68
|
15.65
|
294.88
|
101.64
|
29.81
|
46.90
|
39.50
|
20.05
|
14.3
|
51.85
|
57.30
|
9.51
|
37.20
|
21.32
|
17.29
|
12.89
|
22.47
|
118.08
|
28.38
|
7.76
|
140.13
|
80.36
|
29.47
|
10.21
|
172.74
|
37.08
|
35.83
|
38.20
|
30.44
|
8.35
|
11.05
|
44.99
|
29.19
|
43.42
|
14.71
|
9.08
|
35.87
|
90.54
|
48.87
|
25.21
|
70.50
|
74.78
|
44.15
|
20.09
|
42.83
|
9.20
|
15.90
|
9.20
|
|
2017-01-05
|
29.73
|
24.95
|
8.24
|
21.54
|
8.61
|
10.09
|
15.44
|
17.50
|
20.92
|
24.60
|
16.80
|
43.60
|
48.53
|
7.34
|
14.28
|
15.13
|
9.69
|
46.47
|
69.65
|
17.36
|
27.10
|
76.13
|
33.21
|
28.77
|
20.34
|
17.97
|
114.32
|
132.87
|
81.56
|
65.12
|
14.57
|
20.58
|
31.51
|
16.46
|
10.85
|
16.92
|
19.04
|
10.51
|
10.05
|
23.17
|
13.43
|
57.67
|
24.75
|
31.12
|
12.45
|
19.89
|
87.20
|
17.65
|
85.93
|
37.10
|
45.12
|
23.01
|
8.55
|
21.65
|
5.60
|
5.70
|
22.37
|
5.15
|
16.89
|
36.39
|
6.74
|
16.50
|
26.97
|
4.17
|
34.20
|
15.07
|
4.01
|
15.55
|
11.69
|
9.19
|
14.01
|
4.41
|
7.86
|
8.44
|
17.36
|
8.12
|
4.07
|
34.22
|
18.46
|
7.93
|
7.98
|
8.75
|
8.69
|
9.48
|
8.49
|
15.75
|
16.39
|
20.82
|
11.65
|
13.60
|
10.40
|
9.89
|
18.44
|
6.34
|
20.81
|
27.80
|
10.18
|
25.71
|
299.54
|
114.25
|
38.08
|
26.11
|
14.45
|
40.71
|
5.88
|
18.34
|
8.97
|
14.29
|
16.49
|
10.03
|
16.81
|
71.64
|
31.94
|
10.28
|
108.46
|
13.23
|
83.88
|
9.09
|
29.08
|
27.22
|
14.81
|
28.43
|
43.39
|
45.58
|
121.55
|
141.79
|
8.64
|
25.45
|
11.83
|
50.51
|
140.94
|
59.46
|
32.48
|
69.32
|
52.43
|
98.26
|
231.56
|
50.61
|
38.17
|
20.85
|
17.69
|
10.84
|
7.89
|
5.43
|
7.14
|
8.34
|
22.51
|
9.12
|
5.08
|
7.03
|
7.79
|
24.92
|
17.09
|
57.15
|
172.36
|
24.74
|
13.98
|
23.43
|
19.12
|
13.68
|
13.97
|
7.78
|
28.00
|
8.28
|
29.89
|
14.31
|
36.71
|
112.81
|
15.00
|
12.62
|
72.87
|
11.85
|
34.79
|
12.63
|
13.65
|
37.33
|
24.11
|
11.63
|
44.89
|
26.73
|
26.25
|
48.73
|
18.72
|
23.78
|
53.81
|
36.97
|
12.91
|
5.66
|
7.03
|
27.20
|
11.83
|
9.07
|
32.80
|
11.69
|
33.0
|
13.62
|
9.03
|
15.91
|
10.21
|
16.44
|
23.17
|
19.07
|
5.49
|
10.65
|
7.59
|
10.53
|
12.19
|
20.81
|
10.00
|
39.79
|
7.52
|
11.79
|
6.75
|
9.86
|
7.36
|
15.72
|
4.00
|
31.55
|
9.61
|
19.52
|
10.02
|
8.72
|
23.83
|
6.51
|
141.26
|
396.72
|
39.01
|
19.44
|
27.55
|
13.30
|
32.60
|
22.86
|
56.54
|
44.61
|
15.57
|
18.50
|
10.71
|
68.32
|
48.96
|
25.68
|
23.69
|
18.71
|
337.97
|
31.81
|
169.01
|
160.06
|
197.93
|
51.51
|
174.26
|
42.62
|
6.47
|
10.56
|
8.35
|
147.18
|
11.45
|
14.78
|
24.22
|
19.42
|
95.74
|
5.50
|
3.55
|
16.64
|
67.24
|
23.60
|
16.48
|
171.34
|
15.01
|
10.71
|
9.18
|
8.73
|
14.32
|
13.46
|
9.18
|
49.59
|
29.66
|
17.02
|
7.09
|
38.68
|
13.94
|
12.54
|
78.22
|
55.19
|
19.80
|
238.81
|
15.09
|
13.87
|
73.42
|
27.36
|
6.56
|
2.45
|
8.85
|
8.99
|
10.50
|
11.03
|
9.60
|
64.69
|
15.28
|
15.75
|
38.75
|
68.58
|
93.53
|
6.67
|
53.78
|
90.43
|
65.72
|
18.47
|
10.30
|
16.82
|
33.63
|
41.30
|
216.39
|
45.14
|
7.95
|
10.62
|
16.05
|
50.10
|
8.25
|
24.50
|
45.15
|
10.44
|
95.49
|
11.90
|
14.96
|
25.59
|
10.86
|
18.91
|
30.67
|
24.95
|
17.23
|
21.75
|
19.83
|
11.51
|
6.83
|
59.90
|
22.34
|
24.70
|
13.40
|
35.03
|
8.57
|
24.28
|
9.98
|
103.69
|
8.78
|
34.72
|
6.92
|
6.18
|
11.25
|
24.28
|
23.71
|
45.64
|
75.87
|
9.76
|
202.81
|
45.75
|
89.06
|
12.56
|
41.85
|
31.05
|
10.30
|
17.49
|
20.25
|
35.63
|
15.94
|
35.40
|
19.85
|
9.74
|
12.51
|
35.99
|
207.74
|
1.34
|
22.61
|
18.25
|
18.61
|
28.70
|
15.84
|
12.69
|
15.10
|
16.66
|
31.30
|
9.40
|
37.53
|
20.45
|
7.51
|
35.21
|
23.19
|
14.80
|
86.21
|
32.91
|
81.3
|
13.55
|
15.49
|
6.39
|
11.34
|
10.99
|
14.18
|
8.99
|
15.80
|
5.89
|
6.76
|
18.30
|
19.41
|
17.72
|
5.74
|
12.65
|
14.26
|
16.71
|
21.97
|
8.74
|
8.20
|
19.10
|
24.50
|
38.11
|
8.90
|
33.35
|
14.56
|
9.30
|
51.80
|
32.31
|
6.87
|
10.61
|
18.50
|
23.35
|
12.34
|
40.71
|
10.39
|
9.09
|
7.03
|
26.06
|
12.14
|
7.67
|
15.75
|
24.41
|
12.05
|
13.27
|
18.20
|
35.16
|
19.79
|
27.15
|
23.53
|
12.07
|
15.24
|
22.44
|
8.18
|
14.24
|
152.68
|
24.94
|
36.67
|
203.02
|
127.57
|
75.93
|
28.87
|
45.85
|
14.93
|
26.23
|
7.96
|
14.22
|
11.69
|
26.36
|
17.45
|
7.34
|
8.14
|
7.99
|
10.15
|
7.97
|
12.71
|
23.79
|
12.98
|
12.15
|
10.25
|
13.57
|
13.92
|
47.15
|
44.38
|
7.23
|
15.11
|
11.18
|
21.12
|
10.13
|
7.44
|
7.16
|
7.97
|
16.27
|
15.23
|
24.52
|
14.42
|
21.67
|
18.46
|
9.83
|
17.71
|
35.42
|
10.87
|
207.25
|
13.33
|
77.26
|
19.78
|
84.73
|
45.81
|
10.01
|
36.59
|
46.22
|
35.17
|
30.92
|
3938.63
|
40.86
|
7.30
|
18.08
|
26.17
|
21.30
|
22.08
|
23.01
|
16.54
|
29.97
|
11.28
|
46.33
|
65.30
|
7.00
|
11.54
|
39.25
|
12.35
|
14.51
|
16.14
|
34.30
|
11.70
|
34.23
|
14.51
|
97.53
|
29.39
|
37.54
|
12.08
|
9.11
|
30.92
|
16.10
|
35.48
|
2.16
|
68.24
|
97.04
|
16.27
|
10.01
|
15.30
|
9.15
|
10.33
|
4.45
|
7.31
|
24.54
|
15.95
|
14.96
|
15.60
|
10.32
|
22.27
|
32.74
|
18.32
|
20.67
|
20.22
|
123.57
|
22.80
|
22.75
|
24.20
|
66.74
|
20.76
|
11.40
|
21.07
|
33.45
|
11.55
|
12.11
|
28.41
|
7.85
|
15.25
|
9.63
|
13.84
|
31.10
|
59.73
|
40.47
|
79.12
|
18.79
|
2.72
|
110.67
|
74.09
|
49.99
|
16.74
|
10.94
|
22.46
|
76.33
|
90.69
|
71.50
|
11.62
|
12.50
|
44.64
|
26.25
|
34.83
|
21.21
|
24.58
|
119.93
|
90.33
|
17.25
|
17.67
|
33.97
|
12.87
|
11.01
|
56.02
|
15.40
|
12.50
|
55.77
|
33.31
|
14.70
|
12.99
|
52.00
|
24.25
|
30.80
|
89.38
|
12.04
|
32.09
|
49.56
|
30.31
|
160.91
|
19.38
|
55.15
|
74.52
|
10.35
|
7.28
|
14.50
|
13.89
|
13.78
|
36.15
|
9.77
|
14.39
|
42.00
|
24.99
|
71.43
|
40.94
|
31.86
|
30.65
|
68.99
|
34.36
|
145.44
|
31.87
|
21.50
|
47.34
|
41.66
|
80.01
|
11.69
|
17.40
|
78.98
|
133.05
|
20.74
|
28.83
|
91.96
|
38.97
|
126.48
|
95.42
|
57.82
|
65.39
|
14.22
|
28.95
|
23.75
|
51.07
|
39.03
|
90.34
|
27.92
|
115.39
|
66.46
|
22.62
|
79.20
|
38.96
|
28.28
|
36.05
|
27.98
|
13.10
|
14.65
|
62.11
|
69.82
|
23.57
|
50.63
|
32.73
|
21.71
|
59.10
|
14.85
|
52.80
|
25.14
|
79.31
|
68.7
|
47.25
|
48.30
|
69.52
|
24.36
|
29.37
|
30.08
|
35.72
|
35.67
|
9.54
|
77.05
|
276.55
|
51.63
|
32.92
|
73.52
|
22.94
|
72.33
|
76.33
|
16.81
|
28.90
|
6.46
|
7.84
|
9.63
|
9.13
|
30.94
|
13.65
|
9.29
|
14.31
|
54.30
|
25.71
|
14.33
|
13.67
|
30.26
|
50.67
|
12.22
|
12.00
|
20.37
|
8.21
|
30.06
|
25.21
|
21.20
|
38.10
|
7.31
|
12.22
|
12.36
|
36.70
|
8.65
|
20.40
|
33.62
|
10.20
|
5.86
|
10.15
|
17.37
|
17.47
|
13.22
|
15.50
|
57.88
|
10.74
|
11.50
|
49.21
|
15.69
|
23.93
|
30.31
|
26.64
|
11.58
|
52.82
|
26.67
|
30.55
|
26.42
|
44.31
|
27.18
|
85.72
|
20.35
|
33.99
|
49.97
|
11.90
|
25.80
|
51.99
|
3.80
|
6.73
|
119.78
|
18.23
|
78.42
|
14.40
|
9.15
|
21.35
|
75.90
|
98.68
|
70.44
|
24.35
|
55.36
|
21.38
|
27.48
|
77.82
|
1.96
|
15.65
|
430.52
|
43.89
|
398.72
|
478.12
|
8.14
|
43.16
|
10.48
|
28.52
|
94.90
|
361.53
|
86.15
|
111.77
|
17.87
|
142.17
|
99.94
|
42.76
|
66.26
|
79.28
|
20.72
|
88.63
|
19.96
|
10.09
|
31.89
|
23.96
|
113.72
|
23.65
|
60.67
|
10.40
|
25.66
|
15.99
|
11.01
|
22.46
|
154.05
|
20.41
|
26.18
|
19.46
|
8.08
|
45.00
|
27.72
|
14.30
|
23.51
|
18.26
|
21.52
|
29.04
|
111.00
|
19.24
|
31.56
|
29.55
|
143.60
|
60.48
|
33.95
|
46.28
|
17.01
|
179.10
|
56.08
|
15.78
|
297.68
|
100.36
|
29.72
|
47.26
|
40.40
|
20.10
|
14.1
|
51.49
|
57.30
|
9.71
|
37.34
|
21.32
|
17.29
|
12.94
|
22.52
|
120.88
|
28.72
|
7.79
|
140.61
|
80.73
|
29.47
|
10.35
|
180.27
|
36.86
|
35.83
|
38.20
|
30.48
|
8.35
|
11.40
|
45.33
|
29.23
|
43.20
|
14.71
|
9.05
|
36.14
|
89.89
|
49.23
|
25.29
|
71.32
|
74.24
|
44.06
|
20.28
|
42.89
|
9.24
|
16.10
|
9.25
|
|
2017-01-06
|
29.73
|
24.95
|
8.21
|
21.41
|
8.57
|
10.11
|
15.39
|
17.45
|
21.10
|
24.43
|
16.85
|
43.74
|
48.53
|
7.38
|
14.23
|
15.09
|
9.78
|
46.32
|
69.83
|
17.32
|
26.97
|
76.31
|
33.17
|
28.77
|
20.69
|
17.97
|
114.78
|
131.97
|
81.65
|
65.12
|
14.52
|
20.62
|
31.42
|
16.63
|
10.95
|
16.75
|
19.41
|
10.60
|
10.05
|
23.12
|
13.49
|
58.41
|
24.80
|
30.76
|
12.45
|
19.89
|
86.94
|
17.75
|
86.39
|
37.14
|
45.04
|
23.11
|
8.55
|
21.65
|
5.65
|
5.70
|
22.46
|
5.15
|
16.89
|
36.75
|
6.73
|
16.40
|
27.24
|
4.18
|
34.20
|
15.30
|
4.40
|
15.40
|
12.07
|
9.12
|
14.09
|
4.58
|
7.87
|
8.46
|
17.85
|
8.20
|
4.10
|
34.15
|
18.51
|
7.95
|
7.97
|
8.94
|
8.80
|
9.53
|
8.44
|
15.66
|
16.58
|
20.70
|
11.60
|
13.55
|
10.50
|
9.85
|
18.44
|
6.39
|
20.55
|
27.80
|
10.18
|
25.97
|
296.76
|
111.52
|
38.08
|
26.02
|
14.65
|
40.98
|
5.90
|
18.66
|
8.90
|
14.58
|
18.10
|
9.98
|
16.95
|
71.73
|
32.07
|
10.37
|
108.46
|
13.23
|
85.85
|
9.37
|
29.08
|
27.13
|
14.95
|
28.34
|
43.25
|
45.58
|
123.89
|
143.56
|
8.55
|
25.31
|
11.83
|
51.05
|
142.25
|
59.73
|
32.48
|
69.00
|
52.99
|
99.67
|
238.66
|
53.83
|
38.67
|
20.62
|
17.60
|
10.75
|
7.86
|
5.45
|
7.13
|
8.33
|
22.47
|
9.79
|
5.10
|
7.02
|
7.83
|
24.96
|
17.04
|
57.42
|
170.01
|
25.19
|
13.94
|
23.24
|
19.22
|
13.68
|
14.16
|
7.78
|
28.00
|
8.28
|
29.85
|
14.13
|
36.80
|
111.41
|
15.05
|
12.71
|
72.87
|
12.03
|
34.70
|
12.63
|
13.55
|
37.33
|
24.11
|
11.67
|
44.79
|
26.82
|
26.29
|
48.91
|
18.76
|
23.63
|
54.39
|
37.11
|
12.77
|
5.63
|
7.04
|
27.29
|
11.83
|
9.14
|
32.80
|
11.59
|
32.7
|
14.13
|
9.15
|
17.48
|
10.68
|
18.04
|
23.03
|
18.80
|
5.51
|
10.70
|
7.58
|
10.53
|
12.15
|
20.91
|
9.99
|
40.10
|
7.69
|
11.83
|
6.75
|
9.81
|
7.38
|
15.77
|
3.90
|
31.12
|
9.56
|
19.70
|
9.98
|
8.65
|
23.57
|
6.46
|
142.19
|
397.21
|
39.01
|
20.09
|
27.69
|
13.25
|
32.31
|
22.82
|
57.37
|
45.21
|
15.52
|
18.46
|
10.61
|
67.96
|
49.47
|
25.77
|
23.69
|
18.67
|
338.43
|
31.69
|
169.01
|
159.60
|
198.71
|
51.25
|
174.26
|
42.66
|
6.54
|
10.74
|
8.43
|
149.50
|
11.50
|
15.01
|
24.71
|
19.36
|
95.51
|
5.42
|
3.56
|
16.59
|
68.25
|
23.37
|
16.34
|
171.80
|
16.19
|
10.76
|
9.74
|
8.80
|
14.27
|
13.84
|
9.09
|
50.42
|
29.85
|
17.02
|
7.04
|
38.45
|
14.07
|
12.64
|
77.94
|
54.92
|
19.76
|
239.70
|
14.85
|
13.69
|
75.77
|
27.03
|
6.54
|
2.52
|
8.86
|
9.01
|
10.60
|
11.12
|
9.65
|
64.81
|
15.28
|
15.89
|
38.23
|
68.31
|
93.07
|
6.64
|
54.14
|
87.58
|
65.01
|
18.47
|
10.25
|
16.92
|
33.44
|
41.04
|
219.81
|
45.66
|
7.86
|
10.53
|
16.60
|
50.40
|
8.33
|
24.35
|
45.48
|
10.70
|
94.12
|
11.80
|
15.01
|
25.54
|
10.86
|
18.68
|
30.97
|
24.81
|
17.28
|
21.75
|
19.73
|
11.42
|
6.88
|
61.01
|
22.96
|
24.75
|
13.45
|
35.07
|
8.68
|
24.17
|
10.20
|
102.83
|
9.65
|
34.63
|
7.11
|
6.15
|
11.35
|
24.28
|
23.89
|
45.64
|
75.25
|
9.85
|
204.67
|
46.22
|
88.94
|
12.56
|
42.64
|
30.92
|
10.35
|
17.63
|
20.35
|
35.77
|
15.76
|
35.40
|
19.66
|
9.88
|
12.64
|
36.27
|
209.14
|
1.32
|
22.87
|
18.31
|
18.61
|
28.70
|
15.84
|
12.74
|
15.24
|
17.60
|
31.30
|
9.45
|
37.70
|
20.68
|
7.69
|
35.56
|
23.23
|
14.89
|
86.21
|
32.86
|
81.2
|
13.35
|
15.49
|
6.38
|
11.44
|
10.95
|
13.97
|
9.07
|
15.80
|
5.85
|
6.75
|
18.30
|
19.36
|
17.67
|
5.74
|
12.74
|
14.37
|
16.75
|
21.93
|
8.79
|
8.24
|
19.10
|
24.05
|
38.36
|
8.90
|
33.22
|
14.47
|
9.34
|
51.80
|
32.09
|
6.86
|
10.94
|
18.68
|
23.73
|
12.44
|
40.67
|
10.49
|
9.09
|
7.15
|
26.35
|
12.19
|
7.71
|
15.75
|
24.36
|
12.10
|
13.18
|
18.39
|
35.21
|
19.79
|
27.20
|
23.53
|
12.12
|
15.38
|
22.49
|
8.18
|
14.24
|
152.23
|
24.94
|
36.67
|
206.61
|
129.43
|
75.47
|
28.73
|
46.50
|
14.97
|
25.87
|
7.95
|
14.07
|
11.74
|
25.91
|
17.45
|
7.33
|
8.15
|
7.98
|
10.20
|
7.97
|
12.66
|
23.70
|
13.07
|
12.02
|
10.16
|
13.53
|
13.97
|
47.33
|
44.70
|
7.20
|
15.15
|
11.18
|
21.16
|
10.17
|
7.44
|
7.17
|
8.00
|
16.27
|
15.23
|
24.42
|
14.42
|
21.72
|
18.42
|
9.87
|
17.76
|
35.07
|
10.87
|
203.66
|
13.29
|
76.41
|
19.88
|
87.53
|
45.63
|
10.06
|
36.63
|
46.27
|
34.78
|
30.83
|
4031.02
|
40.95
|
7.30
|
17.84
|
26.12
|
21.43
|
22.18
|
23.01
|
16.45
|
31.42
|
11.28
|
46.13
|
65.21
|
7.00
|
11.54
|
39.38
|
12.44
|
14.55
|
16.36
|
33.95
|
11.38
|
35.35
|
14.51
|
98.42
|
29.53
|
37.54
|
12.13
|
10.01
|
30.16
|
16.05
|
35.75
|
2.15
|
67.61
|
95.69
|
16.13
|
9.96
|
15.21
|
9.13
|
10.33
|
4.43
|
7.28
|
24.65
|
16.04
|
14.92
|
15.85
|
10.23
|
22.32
|
34.19
|
18.23
|
20.72
|
20.13
|
124.89
|
22.05
|
22.80
|
23.92
|
66.27
|
21.05
|
11.50
|
21.63
|
33.77
|
11.60
|
12.48
|
30.85
|
7.72
|
15.25
|
9.60
|
13.65
|
30.74
|
64.22
|
40.00
|
78.84
|
18.70
|
2.61
|
108.18
|
74.18
|
49.71
|
16.74
|
10.76
|
22.32
|
76.80
|
88.58
|
70.21
|
11.99
|
12.55
|
44.72
|
26.60
|
35.11
|
21.74
|
25.17
|
119.38
|
91.74
|
17.40
|
17.72
|
33.59
|
13.05
|
11.01
|
55.54
|
15.40
|
12.10
|
55.77
|
32.84
|
14.60
|
12.83
|
51.55
|
24.15
|
30.71
|
89.92
|
12.14
|
31.85
|
48.61
|
30.21
|
163.71
|
19.38
|
55.43
|
74.52
|
10.35
|
7.25
|
14.35
|
13.79
|
13.72
|
36.20
|
9.77
|
14.58
|
41.81
|
24.99
|
73.74
|
40.98
|
31.86
|
30.60
|
69.35
|
34.41
|
143.60
|
32.11
|
21.45
|
47.16
|
42.13
|
79.45
|
11.69
|
17.55
|
78.98
|
132.12
|
20.84
|
28.52
|
91.51
|
39.47
|
125.09
|
99.68
|
57.73
|
65.57
|
14.17
|
29.33
|
24.25
|
51.25
|
38.85
|
90.89
|
27.83
|
114.45
|
66.46
|
22.26
|
79.97
|
39.51
|
28.11
|
36.37
|
27.93
|
13.10
|
14.60
|
63.21
|
69.82
|
23.26
|
53.25
|
33.15
|
21.57
|
59.47
|
14.80
|
52.09
|
24.75
|
83.29
|
67.5
|
47.78
|
48.94
|
68.38
|
24.36
|
29.37
|
33.07
|
35.95
|
35.76
|
10.08
|
77.77
|
282.10
|
51.72
|
32.74
|
73.52
|
22.66
|
72.33
|
76.69
|
16.76
|
28.90
|
6.49
|
7.84
|
9.68
|
9.14
|
30.90
|
13.60
|
9.38
|
14.40
|
54.30
|
25.49
|
14.38
|
13.72
|
30.13
|
50.67
|
12.22
|
12.00
|
20.79
|
8.21
|
30.10
|
25.16
|
21.39
|
38.15
|
7.31
|
12.36
|
12.65
|
36.70
|
8.69
|
20.44
|
33.53
|
10.05
|
5.83
|
10.15
|
17.27
|
17.52
|
13.00
|
15.40
|
57.41
|
10.65
|
10.75
|
50.16
|
15.69
|
24.06
|
30.35
|
26.73
|
11.58
|
52.62
|
26.90
|
30.50
|
26.50
|
44.49
|
27.45
|
85.98
|
20.59
|
34.30
|
51.16
|
11.95
|
25.84
|
52.08
|
3.99
|
6.75
|
122.93
|
18.27
|
78.42
|
14.15
|
9.06
|
21.35
|
76.70
|
98.68
|
70.00
|
24.17
|
55.27
|
21.38
|
28.05
|
78.08
|
1.96
|
15.70
|
430.52
|
42.73
|
395.42
|
480.08
|
8.07
|
42.89
|
10.43
|
28.56
|
95.84
|
357.35
|
86.05
|
112.22
|
17.87
|
141.70
|
98.14
|
42.85
|
66.08
|
78.91
|
20.53
|
89.16
|
19.96
|
10.02
|
32.71
|
23.96
|
113.29
|
23.54
|
59.98
|
10.32
|
25.66
|
16.43
|
11.10
|
22.50
|
159.77
|
20.37
|
27.22
|
18.87
|
8.09
|
45.26
|
27.67
|
14.83
|
24.41
|
18.39
|
21.67
|
29.04
|
113.36
|
19.00
|
31.39
|
29.81
|
143.60
|
60.20
|
33.72
|
46.08
|
17.01
|
179.10
|
55.68
|
15.78
|
281.79
|
100.36
|
29.62
|
47.71
|
40.22
|
20.14
|
14.3
|
51.21
|
57.57
|
9.85
|
37.47
|
21.36
|
17.20
|
12.99
|
22.61
|
120.88
|
29.11
|
7.81
|
154.05
|
80.45
|
29.47
|
10.40
|
184.04
|
37.08
|
35.74
|
38.34
|
30.18
|
8.35
|
11.35
|
45.16
|
28.91
|
43.55
|
14.54
|
9.05
|
36.09
|
90.26
|
49.60
|
25.21
|
70.86
|
75.60
|
43.89
|
20.09
|
43.12
|
9.24
|
16.30
|
9.19
|
|
2017-01-09
|
29.43
|
24.76
|
8.31
|
21.41
|
8.59
|
10.11
|
15.29
|
17.55
|
21.06
|
24.09
|
16.80
|
43.37
|
48.62
|
7.35
|
14.28
|
14.94
|
9.83
|
46.37
|
69.01
|
17.32
|
27.18
|
76.31
|
33.35
|
28.91
|
20.76
|
18.02
|
114.78
|
129.27
|
81.38
|
65.48
|
14.25
|
19.69
|
31.37
|
16.37
|
10.65
|
16.58
|
19.08
|
10.27
|
10.05
|
23.03
|
13.99
|
57.21
|
24.80
|
30.76
|
12.50
|
19.89
|
86.49
|
17.41
|
85.29
|
37.46
|
44.40
|
22.83
|
8.53
|
21.61
|
5.65
|
5.66
|
22.50
|
5.16
|
16.89
|
36.52
|
6.69
|
16.30
|
27.06
|
4.18
|
34.15
|
15.30
|
4.40
|
15.11
|
12.11
|
9.03
|
14.05
|
4.58
|
7.81
|
8.42
|
17.50
|
8.23
|
4.05
|
34.08
|
18.33
|
7.97
|
7.88
|
9.00
|
8.80
|
9.48
|
8.46
|
15.43
|
16.27
|
20.42
|
11.65
|
13.40
|
10.65
|
9.88
|
18.44
|
6.53
|
20.37
|
27.66
|
10.23
|
25.51
|
287.48
|
109.70
|
37.61
|
26.02
|
14.70
|
40.80
|
5.98
|
18.57
|
8.77
|
14.68
|
17.97
|
9.98
|
16.86
|
72.69
|
31.67
|
10.37
|
109.41
|
13.32
|
86.31
|
9.28
|
29.08
|
26.94
|
15.00
|
27.89
|
42.51
|
45.03
|
121.55
|
143.56
|
8.56
|
25.13
|
12.46
|
50.87
|
140.94
|
58.18
|
32.20
|
69.00
|
53.47
|
98.26
|
237.24
|
52.36
|
38.30
|
19.96
|
17.45
|
10.75
|
7.80
|
5.38
|
7.11
|
8.30
|
22.51
|
9.70
|
5.14
|
7.02
|
7.76
|
25.30
|
17.04
|
56.96
|
161.56
|
25.14
|
13.98
|
23.28
|
18.98
|
13.59
|
14.16
|
7.83
|
28.08
|
8.20
|
29.58
|
14.08
|
36.58
|
110.95
|
14.69
|
12.62
|
72.78
|
12.08
|
34.75
|
12.72
|
13.55
|
37.51
|
23.97
|
11.63
|
44.65
|
26.73
|
25.81
|
48.64
|
18.85
|
23.63
|
53.71
|
36.88
|
12.67
|
5.60
|
7.02
|
27.62
|
11.79
|
9.07
|
32.71
|
11.44
|
32.6
|
13.57
|
8.95
|
18.42
|
10.40
|
18.08
|
22.89
|
18.71
|
5.49
|
10.85
|
7.45
|
10.62
|
12.10
|
21.00
|
9.90
|
40.10
|
7.76
|
11.83
|
6.70
|
9.86
|
7.32
|
15.72
|
4.00
|
30.59
|
9.43
|
19.47
|
9.93
|
8.70
|
23.31
|
6.46
|
142.65
|
391.88
|
38.62
|
20.79
|
27.64
|
13.45
|
32.69
|
22.70
|
57.92
|
45.12
|
15.38
|
18.75
|
10.71
|
68.94
|
48.79
|
25.68
|
23.69
|
18.62
|
337.04
|
31.46
|
167.74
|
159.60
|
195.62
|
51.25
|
182.26
|
42.79
|
6.44
|
10.74
|
8.27
|
149.50
|
11.50
|
15.06
|
25.01
|
19.20
|
95.17
|
5.54
|
3.51
|
16.50
|
68.81
|
23.42
|
16.19
|
171.80
|
15.91
|
10.32
|
9.89
|
8.81
|
14.17
|
13.55
|
9.00
|
49.13
|
29.75
|
17.66
|
6.99
|
39.61
|
14.07
|
12.50
|
78.50
|
55.37
|
20.64
|
238.81
|
14.89
|
13.51
|
75.49
|
26.98
|
6.88
|
2.45
|
8.78
|
9.11
|
10.40
|
11.17
|
9.70
|
64.81
|
15.10
|
15.94
|
37.57
|
66.96
|
93.07
|
6.68
|
55.21
|
87.22
|
64.75
|
18.20
|
11.25
|
16.67
|
33.40
|
41.34
|
220.24
|
45.92
|
7.90
|
10.48
|
16.55
|
50.10
|
8.62
|
22.95
|
45.39
|
10.95
|
93.21
|
11.70
|
15.09
|
26.70
|
10.71
|
18.86
|
31.48
|
25.35
|
17.10
|
21.60
|
19.68
|
11.28
|
6.98
|
61.20
|
22.96
|
24.53
|
13.55
|
34.94
|
8.62
|
23.84
|
9.85
|
101.53
|
9.89
|
35.17
|
7.09
|
6.10
|
11.30
|
23.84
|
23.54
|
45.99
|
75.60
|
9.76
|
201.88
|
45.85
|
88.69
|
11.49
|
42.88
|
30.84
|
10.30
|
15.94
|
20.30
|
35.68
|
15.84
|
35.40
|
19.20
|
9.84
|
12.73
|
36.18
|
210.08
|
1.33
|
22.96
|
18.25
|
18.61
|
28.65
|
15.84
|
12.78
|
15.15
|
17.11
|
31.82
|
9.13
|
35.90
|
20.86
|
7.99
|
35.21
|
23.32
|
14.75
|
86.21
|
32.81
|
79.2
|
13.15
|
15.45
|
6.62
|
11.39
|
10.85
|
13.97
|
8.94
|
15.85
|
5.80
|
6.75
|
18.39
|
19.54
|
17.67
|
6.00
|
12.65
|
14.45
|
17.01
|
21.97
|
8.76
|
8.17
|
18.95
|
23.85
|
38.32
|
8.94
|
33.22
|
14.43
|
9.37
|
52.23
|
32.18
|
6.84
|
11.03
|
18.45
|
23.58
|
12.44
|
40.62
|
10.43
|
9.12
|
7.09
|
26.01
|
12.14
|
7.60
|
15.85
|
24.23
|
12.01
|
13.18
|
18.24
|
34.76
|
19.88
|
27.24
|
23.39
|
12.03
|
15.24
|
22.30
|
8.15
|
14.19
|
152.68
|
24.89
|
36.45
|
204.22
|
126.17
|
77.04
|
28.91
|
46.87
|
14.93
|
25.64
|
7.97
|
14.22
|
11.74
|
26.11
|
17.49
|
7.30
|
8.15
|
8.01
|
10.10
|
7.96
|
12.71
|
23.70
|
13.02
|
11.88
|
10.16
|
13.45
|
14.01
|
47.42
|
44.93
|
7.18
|
14.98
|
11.13
|
20.85
|
10.09
|
7.33
|
7.15
|
7.97
|
16.27
|
15.19
|
24.42
|
14.42
|
21.63
|
18.38
|
9.92
|
17.90
|
32.42
|
10.63
|
204.11
|
13.24
|
80.10
|
19.98
|
86.73
|
44.24
|
9.97
|
36.54
|
46.27
|
36.18
|
30.10
|
3899.73
|
40.95
|
7.18
|
17.65
|
25.91
|
21.17
|
21.54
|
23.19
|
16.32
|
30.75
|
11.23
|
46.23
|
64.85
|
7.00
|
11.29
|
39.25
|
12.49
|
14.51
|
16.28
|
33.77
|
11.51
|
34.45
|
14.47
|
95.74
|
29.77
|
37.23
|
11.94
|
10.06
|
30.27
|
16.10
|
35.44
|
2.11
|
65.81
|
95.24
|
15.90
|
10.01
|
15.30
|
8.90
|
10.33
|
4.23
|
7.26
|
24.48
|
16.23
|
14.79
|
15.30
|
9.94
|
22.22
|
35.10
|
17.90
|
20.55
|
20.03
|
124.45
|
21.25
|
23.15
|
26.31
|
65.62
|
20.68
|
11.60
|
21.54
|
34.00
|
11.60
|
12.30
|
30.63
|
7.54
|
15.00
|
9.55
|
13.55
|
30.52
|
64.75
|
38.81
|
78.18
|
18.20
|
2.48
|
104.71
|
73.40
|
48.53
|
16.78
|
10.71
|
22.12
|
75.85
|
86.82
|
71.15
|
11.90
|
12.35
|
45.07
|
26.00
|
35.06
|
21.16
|
25.04
|
115.34
|
91.83
|
17.25
|
17.67
|
33.73
|
13.05
|
10.96
|
54.98
|
15.15
|
11.80
|
55.58
|
32.47
|
14.20
|
12.51
|
51.01
|
23.82
|
30.62
|
88.75
|
12.04
|
31.85
|
47.15
|
29.72
|
159.98
|
19.33
|
55.72
|
73.09
|
10.25
|
7.03
|
14.50
|
13.54
|
13.40
|
36.01
|
9.59
|
14.39
|
41.77
|
24.91
|
71.33
|
40.67
|
31.43
|
30.15
|
68.08
|
33.89
|
138.08
|
31.77
|
21.40
|
46.59
|
41.94
|
78.42
|
11.74
|
18.20
|
79.35
|
130.26
|
20.74
|
28.61
|
92.42
|
40.02
|
123.71
|
100.11
|
59.51
|
65.48
|
14.22
|
29.54
|
23.50
|
50.55
|
38.53
|
90.80
|
27.11
|
116.32
|
66.37
|
22.30
|
81.23
|
40.05
|
28.88
|
35.91
|
27.98
|
13.10
|
14.35
|
61.19
|
69.73
|
23.39
|
51.56
|
32.56
|
20.20
|
59.10
|
14.25
|
51.47
|
24.75
|
80.19
|
67.7
|
47.69
|
48.48
|
67.62
|
24.71
|
29.32
|
32.25
|
35.31
|
36.03
|
10.00
|
78.13
|
273.32
|
51.81
|
32.23
|
71.23
|
22.94
|
71.70
|
77.13
|
16.20
|
30.02
|
6.57
|
7.84
|
9.68
|
9.14
|
30.94
|
13.60
|
9.34
|
14.45
|
54.30
|
25.45
|
14.28
|
13.67
|
29.91
|
50.67
|
12.22
|
12.00
|
20.93
|
8.20
|
30.10
|
24.72
|
21.43
|
38.06
|
7.51
|
12.27
|
12.50
|
36.97
|
8.69
|
20.40
|
32.75
|
10.39
|
6.00
|
10.05
|
17.08
|
17.52
|
12.72
|
13.90
|
56.93
|
10.60
|
10.75
|
48.95
|
15.61
|
24.02
|
30.35
|
26.51
|
11.58
|
52.42
|
26.62
|
30.08
|
26.33
|
44.45
|
27.18
|
86.43
|
20.35
|
33.62
|
51.08
|
11.90
|
25.92
|
52.17
|
3.60
|
6.71
|
131.48
|
18.00
|
79.33
|
14.05
|
9.03
|
21.35
|
77.40
|
96.43
|
69.91
|
23.99
|
55.18
|
21.02
|
28.33
|
78.60
|
1.92
|
15.46
|
424.04
|
42.64
|
402.96
|
468.77
|
8.10
|
41.96
|
10.09
|
28.83
|
91.22
|
351.51
|
86.05
|
111.77
|
17.82
|
140.29
|
98.14
|
42.68
|
65.54
|
79.00
|
19.84
|
82.03
|
19.86
|
10.16
|
33.16
|
23.72
|
111.55
|
23.43
|
59.54
|
10.28
|
25.66
|
16.43
|
11.15
|
22.75
|
161.97
|
19.89
|
26.85
|
18.42
|
8.11
|
44.91
|
27.18
|
14.45
|
24.46
|
18.22
|
21.81
|
29.04
|
116.20
|
18.80
|
31.06
|
29.51
|
141.84
|
62.23
|
33.16
|
46.08
|
17.01
|
177.70
|
55.61
|
15.78
|
269.64
|
99.50
|
29.62
|
47.35
|
40.22
|
20.05
|
14.4
|
51.03
|
57.48
|
9.86
|
35.97
|
21.45
|
16.91
|
12.94
|
22.61
|
120.88
|
27.94
|
7.83
|
160.29
|
80.54
|
29.47
|
10.45
|
185.45
|
36.72
|
35.78
|
38.34
|
30.09
|
8.35
|
11.10
|
44.99
|
28.91
|
43.02
|
14.71
|
9.09
|
36.09
|
88.30
|
49.05
|
25.25
|
70.95
|
75.96
|
44.06
|
20.19
|
43.59
|
9.20
|
16.25
|
9.16
|
|
2017-01-10
|
29.47
|
24.67
|
8.28
|
21.37
|
8.59
|
10.16
|
15.29
|
17.40
|
20.92
|
23.96
|
16.75
|
42.78
|
48.17
|
7.34
|
14.23
|
15.13
|
9.78
|
46.32
|
68.56
|
17.56
|
27.01
|
76.04
|
33.44
|
28.77
|
20.62
|
17.97
|
114.78
|
135.12
|
80.74
|
64.86
|
14.43
|
19.69
|
31.42
|
16.94
|
10.55
|
16.75
|
19.13
|
10.51
|
10.10
|
23.08
|
14.05
|
55.28
|
24.75
|
30.76
|
12.50
|
19.84
|
85.07
|
17.85
|
84.92
|
36.73
|
44.16
|
23.01
|
8.50
|
21.61
|
5.64
|
5.67
|
22.55
|
5.16
|
15.79
|
36.52
|
6.69
|
16.20
|
27.06
|
4.17
|
34.11
|
15.39
|
4.52
|
15.11
|
11.92
|
9.08
|
14.01
|
4.65
|
7.84
|
8.39
|
17.46
|
8.19
|
4.06
|
34.08
|
18.59
|
7.96
|
7.88
|
8.88
|
8.80
|
9.53
|
8.31
|
15.48
|
16.39
|
20.54
|
11.70
|
13.35
|
10.60
|
9.82
|
18.49
|
6.57
|
20.28
|
27.52
|
10.32
|
25.31
|
306.03
|
111.52
|
37.61
|
25.97
|
14.65
|
40.75
|
5.91
|
18.66
|
8.81
|
14.39
|
17.12
|
9.98
|
16.77
|
72.61
|
31.45
|
10.46
|
107.52
|
13.32
|
85.85
|
9.23
|
30.63
|
27.22
|
15.00
|
28.12
|
42.51
|
44.98
|
118.28
|
142.68
|
8.44
|
25.22
|
12.37
|
51.95
|
141.82
|
58.55
|
31.63
|
68.78
|
53.28
|
98.26
|
237.72
|
50.61
|
37.89
|
19.91
|
17.50
|
10.75
|
7.78
|
5.36
|
6.99
|
8.29
|
22.56
|
9.52
|
5.12
|
7.05
|
7.93
|
25.11
|
16.99
|
57.42
|
165.32
|
24.69
|
13.98
|
23.00
|
19.03
|
13.59
|
14.16
|
7.81
|
27.92
|
8.18
|
29.58
|
14.04
|
36.53
|
111.88
|
14.78
|
12.53
|
72.87
|
12.26
|
34.61
|
12.68
|
13.55
|
36.65
|
23.82
|
11.58
|
44.60
|
26.59
|
26.63
|
49.18
|
18.76
|
24.13
|
53.62
|
37.02
|
12.43
|
5.60
|
7.01
|
27.54
|
11.74
|
9.04
|
32.84
|
11.35
|
32.6
|
13.76
|
9.00
|
18.69
|
10.21
|
19.33
|
22.89
|
18.53
|
5.40
|
10.95
|
7.36
|
10.53
|
12.15
|
21.10
|
10.10
|
40.28
|
7.76
|
11.88
|
6.71
|
9.90
|
7.27
|
15.68
|
3.98
|
30.68
|
9.52
|
19.43
|
9.93
|
8.69
|
23.53
|
6.37
|
142.19
|
387.05
|
39.30
|
21.01
|
27.36
|
13.40
|
32.93
|
22.89
|
57.09
|
44.93
|
15.38
|
18.63
|
10.71
|
68.85
|
48.79
|
25.68
|
23.91
|
18.62
|
338.89
|
31.93
|
167.31
|
157.32
|
195.23
|
52.04
|
179.44
|
42.40
|
6.40
|
10.79
|
8.17
|
148.57
|
11.40
|
14.83
|
25.11
|
19.31
|
95.74
|
5.46
|
3.51
|
16.55
|
69.37
|
23.84
|
16.04
|
171.80
|
16.05
|
10.37
|
10.51
|
8.93
|
14.02
|
13.60
|
8.96
|
50.97
|
29.71
|
17.66
|
6.92
|
39.80
|
14.12
|
12.50
|
78.40
|
55.46
|
20.68
|
240.14
|
14.70
|
13.46
|
77.56
|
26.89
|
6.82
|
2.54
|
8.75
|
9.02
|
10.30
|
11.08
|
10.65
|
64.93
|
14.79
|
15.70
|
37.61
|
68.84
|
93.53
|
6.68
|
55.12
|
88.59
|
64.84
|
18.20
|
11.05
|
16.62
|
33.54
|
41.86
|
219.81
|
45.48
|
8.13
|
10.39
|
16.55
|
50.30
|
8.45
|
23.35
|
44.55
|
10.91
|
93.21
|
11.50
|
15.09
|
26.80
|
10.42
|
19.28
|
31.36
|
24.41
|
17.54
|
21.60
|
19.53
|
11.28
|
7.54
|
62.86
|
22.96
|
24.58
|
13.40
|
34.86
|
8.63
|
23.78
|
9.93
|
104.12
|
9.53
|
35.30
|
7.43
|
6.02
|
10.96
|
23.98
|
23.63
|
45.64
|
75.78
|
9.81
|
199.55
|
46.13
|
87.81
|
11.49
|
42.27
|
30.79
|
10.85
|
16.12
|
20.30
|
35.41
|
15.88
|
35.35
|
19.20
|
9.84
|
12.99
|
35.95
|
209.14
|
1.31
|
22.96
|
18.41
|
18.66
|
28.65
|
15.70
|
12.88
|
15.06
|
17.51
|
31.58
|
9.19
|
36.11
|
20.50
|
8.08
|
35.15
|
23.32
|
14.89
|
86.21
|
32.62
|
78.6
|
13.00
|
15.45
|
6.64
|
11.29
|
10.80
|
13.89
|
8.94
|
15.85
|
5.78
|
6.81
|
18.39
|
19.59
|
17.58
|
6.04
|
12.60
|
14.41
|
16.97
|
22.14
|
8.62
|
8.11
|
19.37
|
23.85
|
38.20
|
8.93
|
33.06
|
14.43
|
9.35
|
52.06
|
32.14
|
6.81
|
11.03
|
18.45
|
23.58
|
12.49
|
40.71
|
10.49
|
9.17
|
7.05
|
25.48
|
12.19
|
7.63
|
16.09
|
25.02
|
12.05
|
13.22
|
18.29
|
34.98
|
19.61
|
27.11
|
23.63
|
12.03
|
15.38
|
22.34
|
8.12
|
14.24
|
152.68
|
24.99
|
36.27
|
206.21
|
126.64
|
76.12
|
28.91
|
46.78
|
14.97
|
25.91
|
7.97
|
14.12
|
11.78
|
26.16
|
17.49
|
7.34
|
8.17
|
7.99
|
10.15
|
7.95
|
12.52
|
23.61
|
13.02
|
11.97
|
10.16
|
13.34
|
14.01
|
47.70
|
45.11
|
7.17
|
14.94
|
11.18
|
21.07
|
10.00
|
7.33
|
7.15
|
7.93
|
16.27
|
15.23
|
24.37
|
14.42
|
21.50
|
18.13
|
10.06
|
17.85
|
29.42
|
10.82
|
205.00
|
13.24
|
82.09
|
19.69
|
86.73
|
42.40
|
9.83
|
36.40
|
46.22
|
36.89
|
29.78
|
4021.29
|
41.22
|
7.16
|
17.23
|
25.31
|
20.95
|
22.28
|
22.83
|
16.23
|
30.70
|
11.23
|
46.53
|
65.12
|
6.99
|
11.24
|
39.19
|
12.49
|
14.55
|
16.23
|
33.68
|
11.56
|
34.54
|
14.47
|
98.42
|
29.58
|
37.36
|
11.80
|
10.06
|
31.23
|
15.90
|
35.53
|
2.15
|
66.98
|
95.24
|
16.00
|
9.96
|
15.21
|
9.10
|
10.19
|
4.47
|
7.23
|
24.31
|
16.13
|
14.71
|
15.35
|
9.90
|
21.92
|
35.58
|
17.99
|
20.59
|
19.80
|
124.45
|
21.35
|
22.70
|
25.85
|
66.27
|
20.52
|
11.50
|
21.41
|
33.73
|
11.50
|
12.25
|
31.07
|
7.60
|
15.05
|
9.72
|
13.41
|
29.58
|
68.97
|
38.64
|
78.65
|
18.47
|
2.47
|
106.20
|
73.75
|
48.53
|
16.64
|
10.80
|
22.17
|
75.76
|
89.29
|
70.98
|
11.85
|
12.30
|
44.29
|
25.50
|
34.92
|
21.06
|
24.96
|
118.28
|
89.87
|
17.15
|
17.57
|
34.17
|
13.09
|
11.20
|
54.50
|
15.10
|
11.80
|
55.48
|
31.36
|
14.40
|
12.33
|
53.26
|
23.82
|
30.80
|
86.33
|
11.79
|
31.66
|
47.29
|
30.11
|
160.91
|
19.15
|
54.96
|
73.50
|
10.30
|
7.07
|
14.30
|
13.35
|
12.62
|
35.91
|
9.59
|
14.24
|
41.68
|
25.62
|
72.20
|
40.45
|
31.24
|
30.20
|
66.81
|
33.37
|
139.92
|
31.77
|
21.36
|
46.87
|
41.71
|
79.82
|
11.84
|
18.29
|
81.23
|
129.80
|
20.84
|
29.09
|
94.24
|
39.70
|
123.71
|
99.25
|
60.17
|
65.39
|
14.26
|
29.41
|
23.20
|
49.94
|
38.90
|
90.62
|
27.01
|
121.46
|
66.28
|
22.58
|
81.72
|
39.69
|
28.41
|
35.73
|
27.89
|
12.95
|
14.90
|
61.01
|
70.53
|
23.57
|
55.78
|
32.43
|
20.20
|
59.47
|
14.00
|
51.73
|
24.41
|
80.37
|
66.4
|
47.69
|
48.57
|
67.71
|
24.84
|
29.37
|
31.92
|
35.36
|
35.05
|
10.00
|
78.04
|
269.15
|
51.90
|
32.27
|
70.04
|
23.03
|
71.97
|
76.25
|
16.11
|
29.53
|
6.50
|
7.82
|
9.63
|
9.11
|
30.90
|
13.55
|
9.34
|
14.31
|
55.15
|
25.36
|
14.28
|
13.61
|
29.83
|
50.40
|
12.26
|
12.52
|
20.83
|
8.10
|
29.98
|
25.07
|
21.59
|
37.93
|
7.38
|
12.27
|
12.50
|
37.14
|
8.61
|
20.40
|
33.85
|
11.40
|
5.95
|
9.90
|
17.13
|
17.32
|
12.68
|
14.00
|
58.35
|
10.51
|
10.95
|
49.12
|
15.69
|
23.83
|
30.45
|
26.47
|
11.21
|
51.82
|
26.34
|
30.02
|
26.54
|
44.14
|
27.13
|
86.52
|
19.95
|
33.99
|
50.57
|
11.72
|
25.92
|
52.08
|
3.75
|
6.66
|
135.09
|
17.91
|
78.05
|
14.10
|
9.06
|
21.31
|
77.84
|
98.68
|
69.91
|
23.85
|
54.48
|
20.93
|
27.91
|
78.60
|
1.88
|
15.27
|
418.48
|
42.19
|
409.55
|
467.30
|
8.08
|
42.01
|
10.09
|
28.65
|
91.69
|
355.68
|
85.49
|
111.77
|
17.96
|
140.76
|
97.69
|
42.60
|
66.81
|
79.00
|
19.89
|
84.26
|
19.91
|
10.07
|
32.84
|
23.72
|
111.99
|
23.32
|
59.63
|
10.26
|
25.70
|
16.72
|
11.10
|
22.24
|
158.45
|
20.02
|
26.44
|
18.47
|
8.11
|
44.30
|
27.31
|
14.07
|
24.03
|
18.52
|
21.77
|
29.00
|
115.72
|
18.46
|
30.97
|
29.73
|
142.72
|
61.67
|
32.42
|
46.08
|
17.15
|
178.17
|
55.88
|
15.51
|
275.25
|
99.50
|
28.99
|
47.35
|
40.04
|
20.05
|
14.2
|
51.03
|
57.66
|
9.82
|
36.24
|
21.50
|
16.91
|
12.94
|
22.52
|
121.35
|
27.68
|
7.85
|
156.93
|
80.73
|
29.47
|
10.49
|
184.51
|
36.72
|
35.60
|
38.20
|
30.35
|
8.35
|
11.30
|
45.07
|
29.00
|
43.95
|
14.27
|
9.08
|
35.87
|
88.21
|
49.51
|
25.25
|
71.95
|
75.69
|
43.89
|
19.99
|
43.70
|
9.20
|
16.25
|
9.12
|
ncol(data4)
## [1] 878
nrow(data4)
## [1] 493
#7
library(xts)
data5 <- xts(data3[,-1],order.by= data3$date)
data.daily <- Return.calculate(data5, method= 'log')
daily <- data.daily[,1:5] %>% na.omit()
daily %>% head(5) %>% data.frame() %>%
kbl (caption="First 6 rows of dataset")%>%
row_spec(row =0, bold= TRUE, color = "black") %>%
kable_styling(bootstrap_options = "striped", full_width = F, position = "left")
First 6 rows of dataset
|
|
X1101
|
X1102
|
X1103
|
X1104
|
X1108
|
|
2017-01-04
|
0.0030318
|
-0.0056270
|
-0.0048485
|
0.0000000
|
-0.0011675
|
|
2017-01-05
|
0.0000000
|
0.0056270
|
0.0012143
|
0.0018587
|
0.0058241
|
|
2017-01-06
|
0.0000000
|
0.0000000
|
-0.0036474
|
-0.0060536
|
-0.0046566
|
|
2017-01-09
|
-0.0101421
|
-0.0076444
|
0.0121067
|
0.0000000
|
0.0023310
|
|
2017-01-10
|
0.0013582
|
-0.0036415
|
-0.0036166
|
-0.0018700
|
0.0000000
|
#8
data6 <- data5 %>% to.monthly(indexAt = "lastof", OHLC= FALSE)
## Warning in to.period(x, "months", indexAt = indexAt, name = name, ...): missing
## values removed from data
data6 <- Return.calculate(data5,method = 'log')
data.monthly <- data6[,1:5] %>% na.omit()
data.monthly %>% head(5) %>% data.frame()%>%
kbl(caption="First 6 rows of dataset")%>%
row_spec(row =0, bold= TRUE, color = "black") %>%
kable_styling(bootstrap_options = "striped", full_width = F, position = "left")
First 6 rows of dataset
|
|
X1101
|
X1102
|
X1103
|
X1104
|
X1108
|
|
2017-01-04
|
0.0030318
|
-0.0056270
|
-0.0048485
|
0.0000000
|
-0.0011675
|
|
2017-01-05
|
0.0000000
|
0.0056270
|
0.0012143
|
0.0018587
|
0.0058241
|
|
2017-01-06
|
0.0000000
|
0.0000000
|
-0.0036474
|
-0.0060536
|
-0.0046566
|
|
2017-01-09
|
-0.0101421
|
-0.0076444
|
0.0121067
|
0.0000000
|
0.0023310
|
|
2017-01-10
|
0.0013582
|
-0.0036415
|
-0.0036166
|
-0.0018700
|
0.0000000
|
#9
data7 <- datap %>% select(id, name, date, cap)
data7$date <-as.Date(as.character(data7$date),format='%Y%m%d')
end2017 <- data7 %>% group_by(name) %>% mutate(year = format(as.Date(date),'%Y')) %>%
filter(year==2017) %>% arrange(desc(date))
end2017 %>% filter(date == "2017-12-29") %>% arrange(desc(cap)) %>% head(20)
## # A tibble: 20 × 5
## # Groups: name [20]
## id name date cap year
## <int> <chr> <date> <int> <chr>
## 1 2330 "台積電 " 2017-12-29 5951022 2017
## 2 2317 "鴻海 " 2017-12-29 1649695 2017
## 3 6505 "台塑化 " 2017-12-29 1100248 2017
## 4 2412 "中華電 " 2017-12-29 822289 2017
## 5 2882 "國泰金 " 2017-12-29 672131 2017
## 6 1301 "台塑 " 2017-12-29 628298 2017
## 7 1303 "南亞 " 2017-12-29 617810 2017
## 8 1326 "台化 " 2017-12-29 603702 2017
## 9 3008 "大立光 " 2017-12-29 539242 2017
## 10 2881 "富邦金 " 2017-12-29 518843 2017
## 11 2454 "聯發科 " 2017-12-29 464955 2017
## 12 2891 "中信金 " 2017-12-29 399688 2017
## 13 2002 "中鋼 " 2017-12-29 389437 2017
## 14 1216 "統一 " 2017-12-29 375012 2017
## 15 2308 "台達電 " 2017-12-29 372747 2017
## 16 3045 "台灣大 " 2017-12-29 367739 2017
## 17 2886 "兆豐金 " 2017-12-29 327075 2017
## 18 2912 "統一超 " 2017-12-29 295252 2017
## 19 2474 "可成 " 2017-12-29 252688 2017
## 20 4904 "遠傳 " 2017-12-29 239499 2017
end2018 <- data7 %>% group_by(name) %>% mutate(year = format(as.Date(date),'%Y')) %>%
filter(year==2018) %>% arrange(desc(date))
end2018 %>% filter(date == "2018-12-28") %>% arrange(desc(cap)) %>% head(20)
## # A tibble: 20 × 5
## # Groups: name [20]
## id name date cap year
## <int> <chr> <date> <int> <chr>
## 1 2330 "台積電 " 2018-12-28 5847300 2018
## 2 6505 "台塑化 " 2018-12-28 1038329 2018
## 3 2317 "鴻海 " 2018-12-28 981499 2018
## 4 2412 "中華電 " 2018-12-28 876591 2018
## 5 1301 "台塑 " 2018-12-28 642939 2018
## 6 1326 "台化 " 2018-12-28 615424 2018
## 7 1303 "南亞 " 2018-12-28 598776 2018
## 8 2882 "國泰金 " 2018-12-28 590470 2018
## 9 2881 "富邦金 " 2018-12-28 481491 2018
## 10 3008 "大立光 " 2018-12-28 431260 2018
## 11 1216 "統一 " 2018-12-28 396604 2018
## 12 2891 "中信金 " 2018-12-28 393839 2018
## 13 2002 "中鋼 " 2018-12-28 381570 2018
## 14 2454 "聯發科 " 2018-12-28 365250 2018
## 15 3045 "台灣大 " 2018-12-28 364638 2018
## 16 2886 "兆豐金 " 2018-12-28 352915 2018
## 17 2308 "台達電 " 2018-12-28 336381 2018
## 18 2912 "統一超 " 2018-12-28 323322 2018
## 19 3711 "日月光投控 " 2018-12-28 251950 2018
## 20 4904 "遠傳 " 2018-12-28 248949 2018
