R Statistics

使用load 讀取cdc.Rdata

load("cdc.Rdata")

觀察資料

names(cdc)

## [1] "genhlth"  "exerany"  "hlthplan" "smoke100" "height"   "weight"  
## [7] "wtdesire" "age"      "gender"

連續型資料分布(直方圖)

hist(cdc$weight)

增加分組組數

hist(cdc$weight, breaks=50)

基礎統計函式 (數值資料)

hist(cdc$weight, breaks=50)

基礎統計函式 (數值資料)

mean(cdc$weight)

## [1] 169.7

var(cdc$weight)

## [1] 1606

median(cdc$weight)

## [1] 165

summary(cdc$weight)

##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##      68     140     165     170     190     500

單變量敘述統計 (1)

range(cdc$weight)

## [1]  68 500

length(cdc$weight)

## [1] 20000

sd(cdc$weight)

## [1] 40.08

sd(cdc$weight) ^ 2

## [1] 1606

單變量敘述統計 (2)

IQR(cdc$weight)

## [1] 50

quantile(cdc$weight,0.67)

## 67% 
## 180

max(cdc$weight)

## [1] 500

min(cdc$weight)

## [1] 68

cummax(cdc$weight)

##     [1] 175 175 175 175 175 175 194 194 194 194 194 194 194 194 194 194 194
##    [18] 194 200 200 200 200 200 200 200 200 200 200 200 200 200 200 200 200
##    [35] 220 220 220 220 220 220 220 220 220 220 220 220 220 220 220 220 220
##    [52] 220 220 220 220 220 220 220 220 220 220 220 250 250 250 250 250 250
##    [69] 250 250 250 250 250 250 250 250 250 250 250 250 250 250 250 250 250
##    [86] 250 250 250 250 250 265 265 265 265 265 265 265 265 265 265 265 265
##   [103] 265 265 265 265 265 265 265 265 265 265 265 265 265 265 265 265 265
##   [120] 265 280 280 280 280 280 280 280 280 280 280 280 280 280 280 280 280
##   [137] 280 280 280 280 280 280 280 280 280 280 280 280 280 280 280 280 280
##   [154] 280 280 280 280 280 280 280 280 280 280 280 280 280 280 280 280 280
##   [171] 280 280 280 280 280 280 280 280 280 280 280 280 280 280 280 280 280
##   [188] 280 280 280 280 280 280 280 280 280 280 280 280 280 280 280 280 280
##   [205] 280 280 280 280 280 280 280 280 280 280 280 280 280 280 280 280 280
##   [222] 280 280 280 280 280 280 280 280 280 280 280 280 280 280 280 280 280
##   [239] 280 280 280 280 280 280 280 280 280 280 280 280 280 280 280 280 280
##   [256] 280 280 280 280 280 280 280 280 280 280 280 280 280 280 280 280 280
##   [273] 280 280 280 280 280 280 330 330 330 330 330 330 330 330 330 330 330
##   [290] 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330
##   [307] 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330
##   [324] 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330
##   [341] 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330
##   [358] 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330
##   [375] 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330
##   [392] 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330
##   [409] 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330
##   [426] 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330
##   [443] 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330
##   [460] 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330
##   [477] 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330
##   [494] 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330
##   [511] 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330
##   [528] 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330
##   [545] 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330
##   [562] 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330
##   [579] 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330
##   [596] 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330
##   [613] 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330
##   [630] 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330
##   [647] 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330
##   [664] 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330
##   [681] 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330
##   [698] 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330
##   [715] 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330
##   [732] 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330
##   [749] 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330 330
##   [766] 330 330 330 380 380 380 380 380 380 380 380 380 380 380 380 380 380
##   [783] 380 380 380 380 380 380 380 380 380 380 380 380 380 380 380 380 380
##   [800] 380 380 380 380 380 380 380 380 380 380 380 380 380 380 380 380 380
##   [817] 380 380 380 380 380 380 380 380 380 380 380 380 380 380 380 380 380
##   [834] 380 380 380 380 380 380 380 380 380 380 380 380 380 380 380 380 380
##   [851] 380 380 380 380 380 380 380 380 380 380 400 400 400 400 400 400 400
##   [868] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##   [885] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##   [902] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##   [919] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##   [936] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##   [953] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##   [970] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##   [987] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##  [1004] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##  [1021] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##  [1038] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##  [1055] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##  [1072] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##  [1089] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##  [1106] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##  [1123] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##  [1140] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##  [1157] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##  [1174] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##  [1191] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##  [1208] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##  [1225] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##  [1242] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##  [1259] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##  [1276] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##  [1293] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##  [1310] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##  [1327] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##  [1344] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##  [1361] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##  [1378] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##  [1395] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##  [1412] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##  [1429] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##  [1446] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##  [1463] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##  [1480] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##  [1497] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##  [1514] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##  [1531] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##  [1548] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##  [1565] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##  [1582] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##  [1599] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##  [1616] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##  [1633] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##  [1650] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##  [1667] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##  [1684] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##  [1701] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##  [1718] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##  [1735] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##  [1752] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##  [1769] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##  [1786] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##  [1803] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##  [1820] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##  [1837] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##  [1854] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##  [1871] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##  [1888] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##  [1905] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##  [1922] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##  [1939] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##  [1956] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##  [1973] 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400
##  [1990] 400 400 400 400 400 500 500 500 500 500 500 500 500 500 500 500 500
##  [2007] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [2024] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [2041] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [2058] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [2075] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [2092] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [2109] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [2126] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [2143] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [2160] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [2177] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [2194] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [2211] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [2228] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [2245] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [2262] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [2279] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [2296] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [2313] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [2330] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [2347] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [2364] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [2381] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [2398] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [2415] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [2432] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [2449] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [2466] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [2483] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [2500] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [2517] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [2534] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [2551] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [2568] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [2585] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [2602] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [2619] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [2636] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [2653] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [2670] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [2687] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [2704] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [2721] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [2738] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [2755] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [2772] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [2789] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [2806] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [2823] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [2840] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [2857] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [2874] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [2891] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [2908] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [2925] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [2942] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [2959] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [2976] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [2993] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [3010] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [3027] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [3044] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [3061] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [3078] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [3095] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [3112] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [3129] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [3146] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [3163] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [3180] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [3197] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [3214] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [3231] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [3248] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [3265] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [3282] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [3299] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [3316] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [3333] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [3350] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [3367] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [3384] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [3401] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [3418] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [3435] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [3452] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [3469] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [3486] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [3503] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [3520] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [3537] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [3554] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [3571] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [3588] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [3605] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [3622] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [3639] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [3656] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [3673] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [3690] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [3707] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [3724] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [3741] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [3758] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [3775] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [3792] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [3809] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [3826] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [3843] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [3860] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [3877] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [3894] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [3911] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [3928] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [3945] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [3962] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [3979] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [3996] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [4013] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [4030] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [4047] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [4064] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [4081] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [4098] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [4115] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [4132] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [4149] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [4166] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [4183] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [4200] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [4217] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [4234] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [4251] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [4268] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [4285] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [4302] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [4319] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [4336] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [4353] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [4370] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [4387] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [4404] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [4421] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [4438] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [4455] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [4472] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [4489] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [4506] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [4523] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [4540] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [4557] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [4574] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [4591] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [4608] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [4625] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [4642] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [4659] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [4676] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [4693] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [4710] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [4727] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [4744] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [4761] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [4778] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [4795] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [4812] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [4829] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [4846] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [4863] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [4880] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [4897] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [4914] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [4931] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [4948] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [4965] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [4982] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [4999] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [5016] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [5033] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [5050] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [5067] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [5084] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [5101] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [5118] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [5135] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [5152] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [5169] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [5186] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [5203] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [5220] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [5237] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [5254] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [5271] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [5288] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [5305] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [5322] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [5339] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [5356] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [5373] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [5390] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [5407] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [5424] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [5441] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [5458] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [5475] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [5492] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [5509] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [5526] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [5543] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [5560] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [5577] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [5594] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [5611] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [5628] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [5645] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [5662] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [5679] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [5696] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [5713] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [5730] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [5747] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [5764] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [5781] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [5798] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [5815] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [5832] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [5849] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [5866] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [5883] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [5900] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [5917] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [5934] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [5951] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [5968] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [5985] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [6002] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [6019] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [6036] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [6053] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [6070] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [6087] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [6104] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [6121] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [6138] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [6155] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [6172] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [6189] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [6206] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [6223] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [6240] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [6257] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [6274] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [6291] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [6308] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [6325] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [6342] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [6359] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [6376] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [6393] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [6410] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [6427] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [6444] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [6461] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [6478] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [6495] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [6512] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [6529] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [6546] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [6563] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [6580] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [6597] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [6614] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [6631] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [6648] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [6665] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [6682] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [6699] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [6716] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [6733] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [6750] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [6767] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [6784] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [6801] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [6818] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [6835] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [6852] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [6869] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [6886] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [6903] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [6920] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [6937] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [6954] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [6971] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [6988] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [7005] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [7022] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [7039] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [7056] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [7073] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [7090] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [7107] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [7124] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [7141] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [7158] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [7175] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [7192] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [7209] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [7226] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [7243] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [7260] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [7277] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [7294] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [7311] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [7328] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [7345] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [7362] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [7379] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [7396] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [7413] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [7430] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [7447] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [7464] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [7481] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [7498] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [7515] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [7532] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [7549] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [7566] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [7583] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [7600] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [7617] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [7634] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [7651] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [7668] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [7685] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [7702] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [7719] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [7736] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [7753] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [7770] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [7787] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [7804] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [7821] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [7838] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [7855] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [7872] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [7889] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [7906] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [7923] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [7940] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [7957] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [7974] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [7991] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [8008] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [8025] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [8042] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [8059] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [8076] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [8093] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [8110] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [8127] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [8144] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [8161] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [8178] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [8195] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [8212] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [8229] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [8246] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [8263] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [8280] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [8297] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [8314] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [8331] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [8348] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [8365] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [8382] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [8399] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [8416] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [8433] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [8450] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [8467] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [8484] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [8501] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [8518] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [8535] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [8552] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [8569] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [8586] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [8603] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [8620] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [8637] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [8654] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [8671] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [8688] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [8705] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [8722] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [8739] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [8756] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [8773] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [8790] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [8807] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [8824] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [8841] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [8858] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [8875] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [8892] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [8909] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [8926] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [8943] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [8960] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [8977] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [8994] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [9011] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [9028] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [9045] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [9062] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [9079] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [9096] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [9113] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [9130] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [9147] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [9164] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [9181] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [9198] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [9215] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [9232] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [9249] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [9266] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [9283] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [9300] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [9317] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [9334] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [9351] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [9368] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [9385] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [9402] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [9419] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [9436] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [9453] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [9470] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [9487] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [9504] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [9521] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [9538] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [9555] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [9572] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [9589] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [9606] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [9623] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [9640] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [9657] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [9674] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [9691] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [9708] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [9725] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [9742] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [9759] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [9776] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [9793] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [9810] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [9827] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [9844] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [9861] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [9878] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [9895] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [9912] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [9929] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [9946] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [9963] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [9980] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
##  [9997] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [10014] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [10031] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [10048] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [10065] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [10082] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [10099] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [10116] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [10133] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [10150] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [10167] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [10184] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [10201] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [10218] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [10235] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [10252] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [10269] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [10286] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [10303] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [10320] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [10337] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [10354] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [10371] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [10388] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [10405] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [10422] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [10439] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [10456] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [10473] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [10490] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [10507] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [10524] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [10541] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [10558] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [10575] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [10592] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [10609] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [10626] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [10643] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [10660] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [10677] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [10694] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [10711] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [10728] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [10745] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [10762] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [10779] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [10796] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [10813] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [10830] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [10847] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [10864] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [10881] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [10898] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [10915] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [10932] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [10949] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [10966] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [10983] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [11000] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [11017] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [11034] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [11051] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [11068] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [11085] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [11102] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [11119] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [11136] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [11153] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [11170] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [11187] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [11204] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [11221] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [11238] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [11255] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [11272] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [11289] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [11306] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [11323] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [11340] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [11357] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [11374] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [11391] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [11408] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [11425] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [11442] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [11459] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [11476] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [11493] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [11510] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [11527] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [11544] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [11561] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [11578] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [11595] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [11612] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [11629] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [11646] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [11663] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [11680] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [11697] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [11714] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [11731] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [11748] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [11765] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [11782] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [11799] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [11816] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [11833] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [11850] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [11867] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [11884] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [11901] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [11918] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [11935] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [11952] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [11969] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [11986] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [12003] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [12020] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [12037] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [12054] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [12071] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [12088] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [12105] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [12122] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [12139] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [12156] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [12173] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [12190] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [12207] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [12224] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [12241] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [12258] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [12275] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [12292] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [12309] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [12326] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [12343] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [12360] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [12377] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [12394] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [12411] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [12428] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [12445] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [12462] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [12479] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [12496] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [12513] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [12530] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [12547] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [12564] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [12581] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [12598] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [12615] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [12632] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [12649] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [12666] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [12683] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [12700] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [12717] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [12734] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [12751] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [12768] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [12785] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [12802] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [12819] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [12836] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [12853] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [12870] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [12887] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [12904] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [12921] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [12938] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [12955] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [12972] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [12989] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [13006] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [13023] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [13040] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [13057] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [13074] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [13091] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [13108] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [13125] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [13142] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [13159] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [13176] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [13193] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [13210] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [13227] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [13244] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [13261] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [13278] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [13295] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [13312] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [13329] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [13346] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [13363] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [13380] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [13397] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [13414] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [13431] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [13448] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [13465] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [13482] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [13499] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [13516] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [13533] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [13550] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [13567] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [13584] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [13601] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [13618] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [13635] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [13652] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [13669] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [13686] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [13703] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [13720] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [13737] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [13754] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [13771] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [13788] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [13805] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [13822] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [13839] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [13856] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [13873] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [13890] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [13907] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [13924] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [13941] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [13958] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [13975] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [13992] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [14009] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [14026] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [14043] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [14060] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [14077] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [14094] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [14111] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [14128] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [14145] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [14162] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [14179] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [14196] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [14213] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [14230] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [14247] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [14264] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [14281] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [14298] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [14315] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [14332] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [14349] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [14366] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [14383] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [14400] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [14417] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [14434] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [14451] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [14468] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [14485] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [14502] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [14519] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [14536] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [14553] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [14570] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [14587] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [14604] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [14621] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [14638] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [14655] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [14672] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [14689] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [14706] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [14723] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [14740] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [14757] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [14774] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [14791] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [14808] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [14825] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [14842] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [14859] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [14876] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [14893] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [14910] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [14927] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [14944] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [14961] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [14978] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [14995] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [15012] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [15029] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [15046] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [15063] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [15080] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [15097] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [15114] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [15131] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [15148] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [15165] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [15182] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [15199] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [15216] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [15233] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [15250] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [15267] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [15284] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [15301] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [15318] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [15335] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [15352] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [15369] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [15386] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [15403] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [15420] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [15437] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [15454] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [15471] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [15488] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [15505] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [15522] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [15539] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [15556] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [15573] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [15590] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [15607] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [15624] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [15641] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [15658] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [15675] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [15692] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [15709] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [15726] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [15743] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [15760] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [15777] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [15794] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [15811] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [15828] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [15845] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [15862] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [15879] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [15896] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [15913] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [15930] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [15947] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [15964] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [15981] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [15998] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [16015] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [16032] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [16049] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [16066] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [16083] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [16100] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [16117] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [16134] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [16151] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [16168] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [16185] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [16202] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [16219] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [16236] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [16253] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [16270] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [16287] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [16304] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [16321] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [16338] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [16355] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [16372] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [16389] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [16406] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [16423] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [16440] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [16457] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [16474] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [16491] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [16508] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [16525] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [16542] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [16559] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [16576] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [16593] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [16610] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [16627] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [16644] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [16661] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [16678] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [16695] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [16712] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [16729] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [16746] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [16763] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [16780] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [16797] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [16814] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [16831] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [16848] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [16865] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [16882] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [16899] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [16916] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [16933] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [16950] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [16967] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [16984] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [17001] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [17018] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [17035] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [17052] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [17069] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [17086] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [17103] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [17120] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [17137] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [17154] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [17171] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [17188] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [17205] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [17222] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [17239] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [17256] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [17273] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [17290] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [17307] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [17324] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [17341] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [17358] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [17375] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [17392] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [17409] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [17426] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [17443] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [17460] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [17477] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [17494] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [17511] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [17528] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [17545] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [17562] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [17579] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [17596] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [17613] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [17630] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [17647] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [17664] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [17681] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [17698] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [17715] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [17732] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [17749] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [17766] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [17783] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [17800] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [17817] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [17834] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [17851] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [17868] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [17885] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [17902] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [17919] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [17936] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [17953] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [17970] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [17987] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [18004] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [18021] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [18038] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [18055] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [18072] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [18089] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [18106] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [18123] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [18140] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [18157] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [18174] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [18191] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [18208] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [18225] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [18242] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [18259] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [18276] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [18293] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [18310] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [18327] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [18344] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [18361] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [18378] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [18395] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [18412] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [18429] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [18446] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [18463] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [18480] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [18497] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [18514] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [18531] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [18548] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [18565] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [18582] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [18599] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [18616] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [18633] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [18650] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [18667] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [18684] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [18701] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [18718] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [18735] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [18752] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [18769] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [18786] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [18803] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [18820] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [18837] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [18854] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [18871] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [18888] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [18905] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [18922] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [18939] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [18956] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [18973] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [18990] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [19007] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [19024] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [19041] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [19058] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [19075] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [19092] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [19109] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [19126] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [19143] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [19160] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [19177] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [19194] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [19211] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [19228] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [19245] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [19262] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [19279] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [19296] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [19313] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [19330] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [19347] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [19364] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [19381] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [19398] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [19415] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [19432] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [19449] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [19466] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [19483] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [19500] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [19517] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [19534] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [19551] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [19568] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [19585] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [19602] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [19619] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [19636] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [19653] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [19670] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [19687] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [19704] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [19721] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [19738] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [19755] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [19772] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [19789] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [19806] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [19823] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [19840] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [19857] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [19874] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [19891] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [19908] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [19925] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [19942] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [19959] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [19976] 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500
## [19993] 500 500 500 500 500 500 500 500

cummin(cdc$weight)

##     [1] 175 125 105 105 105 105 105 105 105 105 105 105 105 105 105 105 105
##    [18] 105 105 105 105 105 105 105 105 105 105 105 105 105 105 105 105 105
##    [35] 105 105 105 105 105 105 105 105 105 105 105 105 105 105 105 105 105
##    [52] 105 105 105 105 105 105 105 105 105 105 105 105 105 105 105 105 105
##    [69] 105 105 105 105 105 105 105 105 105 105 105 105 105 105 105 105 105
##    [86] 105 105 105 105 105 105 105 105 105 105 105 105 105 105 100 100 100
##   [103] 100 100 100 100 100 100 100 100 100 100 100 100 100 100 100 100 100
##   [120] 100 100 100 100 100 100 100 100 100 100 100 100 100 100 100 100 100
##   [137] 100 100 100 100 100 100 100 100 100 100 100 100 100 100 100 100 100
##   [154] 100 100 100 100 100 100  97  97  97  97  97  97  97  97  97  97  97
##   [171]  97  97  97  97  97  97  97  97  97  97  97  92  92  92  92  92  92
##   [188]  92  92  92  92  92  92  92  92  92  92  92  92  92  92  92  92  92
##   [205]  92  92  92  92  92  92  92  92  92  92  92  92  92  92  92  92  92
##   [222]  92  92  92  92  92  92  92  92  92  92  92  92  92  92  92  92  92
##   [239]  92  92  92  92  92  92  92  92  92  92  92  92  92  92  92  92  92
##   [256]  92  92  92  92  92  92  92  92  92  92  92  92  92  92  92  92  92
##   [273]  92  92  92  92  92  92  92  92  92  92  92  92  92  92  92  92  92
##   [290]  92  92  92  92  92  92  92  92  92  92  92  92  92  90  90  90  90
##   [307]  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90
##   [324]  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90
##   [341]  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90
##   [358]  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90
##   [375]  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90
##   [392]  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90
##   [409]  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90
##   [426]  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90
##   [443]  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90
##   [460]  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90
##   [477]  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90
##   [494]  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90
##   [511]  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90
##   [528]  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90
##   [545]  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90
##   [562]  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90
##   [579]  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90
##   [596]  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90
##   [613]  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90
##   [630]  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90
##   [647]  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90
##   [664]  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90
##   [681]  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90
##   [698]  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90
##   [715]  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90
##   [732]  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90
##   [749]  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90
##   [766]  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90
##   [783]  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90
##   [800]  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90
##   [817]  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90
##   [834]  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90
##   [851]  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90
##   [868]  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90
##   [885]  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90
##   [902]  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90
##   [919]  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90
##   [936]  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90
##   [953]  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90
##   [970]  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90
##   [987]  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90
##  [1004]  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90
##  [1021]  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90
##  [1038]  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90
##  [1055]  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90
##  [1072]  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90
##  [1089]  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90
##  [1106]  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90
##  [1123]  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90
##  [1140]  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90
##  [1157]  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90
##  [1174]  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90
##  [1191]  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90
##  [1208]  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90
##  [1225]  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90
##  [1242]  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90  90
##  [1259]  90  90  85  85  85  85  85  85  85  85  85  85  85  85  85  85  85
##  [1276]  85  85  85  85  85  85  85  85  85  85  85  85  85  85  85  85  85
##  [1293]  85  85  85  85  85  85  85  85  85  85  85  85  85  85  85  85  85
##  [1310]  85  85  85  85  85  85  85  85  85  80  80  80  80  80  80  80  80
##  [1327]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [1344]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [1361]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [1378]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [1395]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [1412]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [1429]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [1446]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [1463]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [1480]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [1497]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [1514]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [1531]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [1548]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [1565]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [1582]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [1599]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [1616]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [1633]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [1650]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [1667]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [1684]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [1701]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [1718]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [1735]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [1752]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [1769]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [1786]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [1803]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [1820]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [1837]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [1854]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [1871]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [1888]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [1905]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [1922]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [1939]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [1956]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [1973]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [1990]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [2007]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [2024]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [2041]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [2058]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [2075]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [2092]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [2109]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [2126]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [2143]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [2160]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [2177]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [2194]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [2211]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [2228]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [2245]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [2262]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [2279]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [2296]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [2313]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [2330]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [2347]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [2364]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [2381]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [2398]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [2415]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [2432]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [2449]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [2466]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [2483]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [2500]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [2517]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [2534]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [2551]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [2568]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [2585]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [2602]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [2619]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [2636]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [2653]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [2670]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [2687]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [2704]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [2721]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [2738]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [2755]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [2772]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [2789]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [2806]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [2823]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [2840]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [2857]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [2874]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [2891]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [2908]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [2925]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [2942]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [2959]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [2976]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [2993]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [3010]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [3027]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [3044]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [3061]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [3078]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [3095]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [3112]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [3129]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [3146]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [3163]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [3180]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [3197]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [3214]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [3231]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [3248]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [3265]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [3282]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [3299]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [3316]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [3333]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [3350]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [3367]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [3384]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [3401]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [3418]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [3435]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [3452]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [3469]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [3486]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [3503]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [3520]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [3537]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [3554]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [3571]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [3588]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [3605]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [3622]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [3639]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [3656]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [3673]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [3690]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [3707]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [3724]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [3741]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [3758]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [3775]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [3792]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [3809]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [3826]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [3843]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [3860]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [3877]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [3894]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [3911]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [3928]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [3945]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [3962]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [3979]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [3996]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [4013]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [4030]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [4047]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [4064]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [4081]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [4098]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [4115]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [4132]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [4149]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [4166]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [4183]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [4200]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [4217]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [4234]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [4251]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [4268]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [4285]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [4302]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [4319]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [4336]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [4353]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [4370]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [4387]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [4404]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [4421]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [4438]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [4455]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [4472]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [4489]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [4506]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [4523]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [4540]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [4557]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [4574]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [4591]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [4608]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [4625]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [4642]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [4659]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [4676]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [4693]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [4710]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [4727]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [4744]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [4761]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [4778]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [4795]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [4812]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [4829]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [4846]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [4863]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [4880]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [4897]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [4914]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [4931]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [4948]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [4965]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [4982]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [4999]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [5016]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [5033]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [5050]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [5067]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [5084]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [5101]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [5118]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [5135]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [5152]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [5169]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [5186]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [5203]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [5220]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [5237]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [5254]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [5271]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [5288]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [5305]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [5322]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [5339]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [5356]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [5373]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [5390]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [5407]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [5424]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [5441]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [5458]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [5475]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [5492]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [5509]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [5526]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [5543]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [5560]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [5577]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [5594]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [5611]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [5628]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [5645]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [5662]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [5679]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [5696]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [5713]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [5730]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [5747]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [5764]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [5781]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [5798]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [5815]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [5832]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [5849]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [5866]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [5883]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [5900]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [5917]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [5934]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [5951]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [5968]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [5985]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [6002]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [6019]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [6036]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [6053]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [6070]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [6087]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [6104]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [6121]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [6138]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [6155]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [6172]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [6189]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [6206]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [6223]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [6240]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [6257]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [6274]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [6291]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [6308]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [6325]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [6342]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [6359]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [6376]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [6393]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [6410]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [6427]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [6444]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [6461]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [6478]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [6495]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [6512]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [6529]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [6546]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [6563]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [6580]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [6597]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [6614]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [6631]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [6648]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [6665]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [6682]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [6699]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [6716]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [6733]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [6750]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [6767]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [6784]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [6801]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [6818]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [6835]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [6852]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [6869]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [6886]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [6903]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [6920]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [6937]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [6954]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [6971]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [6988]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [7005]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [7022]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [7039]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [7056]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [7073]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [7090]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [7107]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [7124]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [7141]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [7158]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [7175]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [7192]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [7209]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [7226]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [7243]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [7260]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [7277]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [7294]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [7311]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [7328]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [7345]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [7362]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [7379]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [7396]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [7413]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [7430]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [7447]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [7464]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [7481]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [7498]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [7515]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [7532]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [7549]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [7566]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [7583]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80  80
##  [7600]  80  80  80  80  80  80  80  80  80  80  80  80  80  80  79  79  79
##  [7617]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [7634]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [7651]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [7668]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [7685]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [7702]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [7719]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [7736]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [7753]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [7770]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [7787]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [7804]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [7821]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [7838]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [7855]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [7872]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [7889]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [7906]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [7923]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [7940]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [7957]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [7974]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [7991]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [8008]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [8025]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [8042]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [8059]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [8076]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [8093]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [8110]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [8127]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [8144]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [8161]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [8178]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [8195]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [8212]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [8229]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [8246]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [8263]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [8280]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [8297]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [8314]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [8331]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [8348]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [8365]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [8382]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [8399]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [8416]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [8433]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [8450]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [8467]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [8484]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [8501]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [8518]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [8535]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [8552]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [8569]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [8586]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [8603]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [8620]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [8637]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [8654]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [8671]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [8688]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [8705]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [8722]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [8739]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [8756]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [8773]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [8790]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [8807]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [8824]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [8841]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [8858]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [8875]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [8892]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [8909]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [8926]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [8943]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [8960]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [8977]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [8994]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [9011]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [9028]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [9045]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [9062]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [9079]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [9096]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [9113]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [9130]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [9147]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [9164]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [9181]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [9198]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [9215]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [9232]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [9249]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [9266]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [9283]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [9300]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [9317]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [9334]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [9351]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [9368]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [9385]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [9402]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [9419]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [9436]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [9453]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [9470]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [9487]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [9504]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [9521]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [9538]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [9555]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [9572]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [9589]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [9606]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [9623]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [9640]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [9657]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [9674]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [9691]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [9708]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [9725]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [9742]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [9759]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [9776]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [9793]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [9810]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [9827]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [9844]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [9861]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [9878]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [9895]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [9912]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [9929]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [9946]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [9963]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [9980]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
##  [9997]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [10014]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [10031]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [10048]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [10065]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [10082]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [10099]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [10116]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [10133]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [10150]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [10167]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [10184]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [10201]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [10218]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [10235]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [10252]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [10269]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [10286]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [10303]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [10320]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [10337]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [10354]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [10371]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [10388]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [10405]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [10422]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [10439]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [10456]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [10473]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [10490]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [10507]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [10524]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [10541]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [10558]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [10575]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [10592]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [10609]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [10626]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [10643]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [10660]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [10677]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [10694]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [10711]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [10728]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [10745]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [10762]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [10779]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [10796]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [10813]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [10830]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [10847]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [10864]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [10881]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [10898]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [10915]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [10932]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [10949]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [10966]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [10983]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [11000]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [11017]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [11034]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [11051]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [11068]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [11085]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [11102]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [11119]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [11136]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [11153]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [11170]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [11187]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [11204]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [11221]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [11238]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [11255]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [11272]  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79  79
## [11289]  79  79  79  79  79  79  79  79  79  79  78  78  78  78  78  78  78
## [11306]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [11323]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [11340]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [11357]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [11374]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [11391]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [11408]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [11425]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [11442]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [11459]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [11476]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [11493]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [11510]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [11527]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [11544]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [11561]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [11578]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [11595]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [11612]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [11629]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [11646]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [11663]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [11680]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [11697]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [11714]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [11731]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [11748]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [11765]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [11782]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [11799]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [11816]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [11833]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [11850]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [11867]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [11884]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [11901]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [11918]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [11935]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [11952]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [11969]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [11986]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [12003]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [12020]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [12037]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [12054]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [12071]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [12088]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [12105]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [12122]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [12139]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [12156]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [12173]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [12190]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [12207]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [12224]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [12241]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [12258]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [12275]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [12292]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [12309]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [12326]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [12343]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [12360]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [12377]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [12394]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [12411]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [12428]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [12445]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [12462]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [12479]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [12496]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [12513]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [12530]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [12547]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [12564]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [12581]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [12598]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [12615]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [12632]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [12649]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [12666]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [12683]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [12700]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [12717]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [12734]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [12751]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [12768]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [12785]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [12802]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [12819]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [12836]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [12853]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [12870]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [12887]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [12904]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [12921]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [12938]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [12955]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [12972]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [12989]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [13006]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [13023]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [13040]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [13057]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [13074]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [13091]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [13108]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [13125]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [13142]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [13159]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [13176]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [13193]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [13210]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [13227]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [13244]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [13261]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [13278]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [13295]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [13312]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [13329]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [13346]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [13363]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [13380]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [13397]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [13414]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [13431]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [13448]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [13465]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [13482]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [13499]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [13516]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [13533]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [13550]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [13567]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [13584]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [13601]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [13618]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [13635]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [13652]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [13669]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [13686]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [13703]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [13720]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [13737]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [13754]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [13771]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [13788]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [13805]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [13822]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [13839]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [13856]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [13873]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [13890]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [13907]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [13924]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [13941]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [13958]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [13975]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [13992]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [14009]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [14026]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [14043]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [14060]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [14077]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [14094]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [14111]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [14128]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [14145]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [14162]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [14179]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [14196]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [14213]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [14230]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [14247]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [14264]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [14281]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [14298]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [14315]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [14332]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [14349]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [14366]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [14383]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [14400]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [14417]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [14434]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [14451]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [14468]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [14485]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [14502]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [14519]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [14536]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [14553]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [14570]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [14587]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [14604]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [14621]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [14638]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [14655]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [14672]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [14689]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [14706]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [14723]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [14740]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [14757]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [14774]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [14791]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [14808]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [14825]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [14842]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [14859]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [14876]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [14893]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [14910]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [14927]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [14944]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [14961]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [14978]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [14995]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [15012]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [15029]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [15046]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [15063]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [15080]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [15097]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [15114]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [15131]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [15148]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [15165]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [15182]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [15199]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [15216]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [15233]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [15250]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [15267]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [15284]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [15301]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [15318]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [15335]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [15352]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [15369]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [15386]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [15403]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [15420]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [15437]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [15454]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [15471]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [15488]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [15505]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [15522]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [15539]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [15556]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [15573]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [15590]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [15607]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [15624]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [15641]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [15658]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [15675]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [15692]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [15709]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [15726]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [15743]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [15760]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [15777]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [15794]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [15811]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [15828]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [15845]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [15862]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [15879]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [15896]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [15913]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [15930]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [15947]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [15964]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [15981]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [15998]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [16015]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [16032]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [16049]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [16066]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [16083]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [16100]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [16117]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [16134]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [16151]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [16168]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [16185]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [16202]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [16219]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [16236]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [16253]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [16270]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [16287]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [16304]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [16321]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [16338]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [16355]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [16372]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [16389]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [16406]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [16423]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [16440]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [16457]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [16474]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [16491]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [16508]  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78  78
## [16525]  78  78  78  78  78  78  70  70  70  70  70  70  70  70  70  70  70
## [16542]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [16559]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [16576]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [16593]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [16610]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [16627]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [16644]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [16661]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [16678]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [16695]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [16712]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [16729]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [16746]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [16763]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [16780]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [16797]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [16814]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [16831]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [16848]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [16865]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [16882]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [16899]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [16916]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [16933]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [16950]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [16967]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [16984]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [17001]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [17018]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [17035]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [17052]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [17069]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [17086]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [17103]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [17120]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [17137]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [17154]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [17171]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [17188]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [17205]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [17222]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [17239]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [17256]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [17273]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [17290]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [17307]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [17324]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [17341]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [17358]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [17375]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [17392]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [17409]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [17426]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [17443]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [17460]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [17477]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [17494]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [17511]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [17528]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [17545]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [17562]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [17579]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [17596]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [17613]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [17630]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [17647]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [17664]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [17681]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [17698]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [17715]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [17732]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [17749]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [17766]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [17783]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [17800]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [17817]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [17834]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [17851]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [17868]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [17885]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [17902]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [17919]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [17936]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [17953]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [17970]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [17987]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [18004]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [18021]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [18038]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [18055]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [18072]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [18089]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [18106]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [18123]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [18140]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [18157]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [18174]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [18191]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [18208]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [18225]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [18242]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [18259]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [18276]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [18293]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [18310]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [18327]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [18344]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [18361]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [18378]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [18395]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [18412]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [18429]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [18446]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [18463]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [18480]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [18497]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [18514]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [18531]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [18548]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [18565]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [18582]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [18599]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [18616]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [18633]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [18650]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [18667]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [18684]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [18701]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [18718]  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70  70
## [18735]  70  70  70  70  70  70  70  70  68  68  68  68  68  68  68  68  68
## [18752]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [18769]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [18786]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [18803]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [18820]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [18837]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [18854]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [18871]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [18888]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [18905]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [18922]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [18939]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [18956]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [18973]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [18990]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [19007]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [19024]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [19041]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [19058]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [19075]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [19092]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [19109]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [19126]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [19143]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [19160]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [19177]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [19194]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [19211]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [19228]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [19245]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [19262]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [19279]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [19296]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [19313]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [19330]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [19347]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [19364]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [19381]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [19398]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [19415]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [19432]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [19449]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [19466]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [19483]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [19500]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [19517]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [19534]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [19551]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [19568]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [19585]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [19602]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [19619]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [19636]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [19653]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [19670]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [19687]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [19704]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [19721]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [19738]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [19755]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [19772]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [19789]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [19806]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [19823]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [19840]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [19857]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [19874]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [19891]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [19908]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [19925]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [19942]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [19959]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [19976]  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68  68
## [19993]  68  68  68  68  68  68  68  68

繪製數值資料

boxplot(cdc$weight)

分組繪製資料

boxplot(cdc$height ~ cdc$gender)

產生BMI 統計圖

bmi = (cdc$weight/cdc$height^2) * 703
boxplot(bmi ~ cdc$genhlth)

繪製資料散佈圖 (Scatter Plot)

plot(cdc$weight, cdc$wtdesire)

產生莖葉圖

stem(cdc$weight)

## 
##   The decimal point is 1 digit(s) to the right of the |
## 
##    6 | 80889
##    8 | 00223444555568888000000000000222222233333344455555555555555555555556+26
##   10 | 00000000000000000000000000000000000000000000000000000000000000000000+1166
##   12 | 00000000000000000000000000000000000000000000000000000000000000000000+3111
##   14 | 00000000000000000000000000000000000000000000000000000000000000000000+3751
##   16 | 00000000000000000000000000000000000000000000000000000000000000000000+4023
##   18 | 00000000000000000000000000000000000000000000000000000000000000000000+3155
##   20 | 00000000000000000000000000000000000000000000000000000000000000000000+1924
##   22 | 00000000000000000000000000000000000000000000000000000000000000000000+1027
##   24 | 00000000000000000000000000000000000000000000000000000000000000000000+501
##   26 | 00000000000000000000000000000000000000000000000000000000000000000000+192
##   28 | 00000000000000000000000000000000000000000000000000000000022335555555+66
##   30 | 00000000000000000000000000000000000000000000000000000000000000000000+18
##   32 | 000000000000455578000000
##   34 | 00000048000000000000000000000
##   36 | 0022401
##   38 | 0000550
##   40 | 000005
##   42 | 
##   44 | 
##   46 | 
##   48 | 5
##   50 | 0

使用ggplot 產生類似圖形

library(ggplot2)
qplot(cdc$weight, binwidth=2)

基礎統計函式 (類別資料)

#使用table 產生類別資料的統計資訊
table(cdc$smoke100)

## 
##     0     1 
## 10559  9441

#使用table 產生類別資料的相對比例
table(cdc$smoke100) / length(cdc$smoke100) 

## 
##      0      1 
## 0.5280 0.4721

使用barplot 繪製統計圖

barplot(table(cdc$smoke100))

針對多維資料產生統計

#使用table 產生統計資料
gender_smokers = table(cdc$gender, cdc$smoke100)

#使用mosaicplot 繪製多維統計
mosaicplot(gender_smokers)

資料取樣

sample(1:10)

##  [1]  3  6  4  2  8  1  9 10  7  5

sample(1:10, size = 5)

## [1]  4  7  3 10  6

sample(c(0,1), 10, replace = TRUE)

##  [1] 1 0 0 0 1 1 0 1 0 0

sample.int(20, 12)

##  [1]  5 19 17 11  9 14 16 15  4 20 18  1

讀取kobe資料

load("kobe.RData")

計算連勝次數

get_streak = function(x){
  y = rep(0,length(x))
  y[x == "H"] = 1
  y = c(0, y, 0)
  wz = which(y == 0)
  streak = diff(wz) - 1
  return(streak)
}

取得Kobe 連勝紀錄

kobe_streak = get_streak(kobe$basket)
barplot(table(kobe_streak))

模擬投一百次錢幣

coins = c("heads", "tails")
fair_coin = sample(coins, size = 100, replace = TRUE)
table(fair_coin)

## fair_coin
## heads tails 
##    59    41

調整產生的機率

outcomes = c("heads", "tails")
unfair_coin = sample(outcomes, size = 100, replace = TRUE, prob = c(0.3,0.7))
table(unfair_coin)

## unfair_coin
## heads tails 
##    32    68

模擬投藍結果

outcomes = c("H", "M")
sim_basket = sample(outcomes, size = 133, replace = TRUE, prob = c(0.45, 0.55))

table(sim_basket)

## sim_basket
##  H  M 
## 58 75

比較Kobe 跟模擬的投籃結果

kobe_streak = get_streak(kobe$basket)
sim_streak = get_streak(sim_basket)

summary(kobe_streak)

##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   0.000   0.000   0.000   0.763   1.000   4.000

summary(sim_streak)

##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   0.000   0.000   0.000   0.763   1.000   5.000

kobe_table = table(kobe_streak)
sim_table = table(sim_streak)
barplot(kobe_table)

barplot(sim_table)

產生常態分佈資料 (dnorm)

curve(dnorm,-3,3)

dnorm(0)

## [1] 0.3989

dnorm(0,mean=3,sd=5)

## [1] 0.06664

產生常態分佈資料 (pnorm)

#產生特定值以下的區域面積
pnorm(1.5)

## [1] 0.9332

#產生特定值以上的區域面積
pnorm(1.5, lower.tail=FALSE)

## [1] 0.06681

#匯出pnorm 圖
curve(pnorm(x), -3,3)

房產資料

load("ames.Rdata")

列出地坪大小的分佈

area = ames$Gr.Liv.Area
hist(area)

資料取樣

sample_means10 = rep(NA, 5000)
sample_means50 = rep(NA, 5000)
sample_means100 = rep(NA, 5000)


for (i in 1:5000) {
    samp = sample(area, 10)
    sample_means10[i] = mean(samp)
    samp = sample(area, 50)
    sample_means50[i] = mean(samp)
    samp = sample(area, 100)
    sample_means100[i] = mean(samp)
}

觀察不同取樣的資料分佈

par(mfrow = c(3, 1))

xlimits = range(sample_means10)

hist(sample_means10, breaks = 20, xlim = xlimits)
hist(sample_means50, breaks = 20, xlim = xlimits)
hist(sample_means100, breaks = 20, xlim = xlimits)

隨機從ames 房地產資料取出50個樣本

population = ames$Gr.Liv.Area
samp = sample(population, 50)
sample_mean = mean(samp)
hist(samp)

推算95%信賴區間的上下界

sde = sd(samp)/sqrt(50)
lower = sample_mean - 1.96 * sde
upper = sample_mean + 1.96 * sde

lower

## [1] 1306

upper

## [1] 1580

推算信賴區間參數

qnorm(0.975)

## [1] 1.96

pnorm(1.96)

## [1] 0.975

使用cov 和cor

cov(mtcars[1:3])

##           mpg     cyl    disp
## mpg    36.324  -9.172  -633.1
## cyl    -9.172   3.190   199.7
## disp -633.097 199.660 15360.8

cor(mtcars[1:3])

##          mpg     cyl    disp
## mpg   1.0000 -0.8522 -0.8476
## cyl  -0.8522  1.0000  0.9020
## disp -0.8476  0.9020  1.0000

使用qplot 繪製cor圖

library(reshape2)
qplot(x=Var1, y=Var2, data=melt(cor(mtcars[1:3])), fill=value, geom="tile")

魔球

load("mlb11.Rdata")

以cor 檢視相關係數

correlation = cor(mlb11$runs, mlb11$at_bats)
correlation

## [1] 0.6106

以plot 檢視兩變數的關係

plot(mlb11$at_bats, mlb11$runs)

使用lm做回歸分析

m1 = lm(runs ~ at_bats, data = mlb11)
m1

## 
## Call:
## lm(formula = runs ~ at_bats, data = mlb11)
## 
## Coefficients:
## (Intercept)      at_bats  
##   -2789.243        0.631

summary(m1)

## 
## Call:
## lm(formula = runs ~ at_bats, data = mlb11)
## 
## Residuals:
##    Min     1Q Median     3Q    Max 
## -125.6  -47.0  -16.6   54.4  176.9 
## 
## Coefficients:
##              Estimate Std. Error t value Pr(>|t|)    
## (Intercept) -2789.243    853.696   -3.27  0.00287 ** 
## at_bats         0.631      0.155    4.08  0.00034 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 66.5 on 28 degrees of freedom
## Multiple R-squared:  0.373,  Adjusted R-squared:  0.35 
## F-statistic: 16.6 on 1 and 28 DF,  p-value: 0.000339

增添回歸線

plot(mlb11$runs ~ mlb11$at_bats)
m1 = lm(runs ~ at_bats, data = mlb11)
abline(m1)

精確二項檢定(binom.test)

binom.test(x=92, n=315, p=1/6)

## 
##  Exact binomial test
## 
## data:  92 and 315
## number of successes = 92, number of trials = 315, p-value =
## 3.458e-08
## alternative hypothesis: true probability of success is not equal to 0.1667
## 95 percent confidence interval:
##  0.2424 0.3457
## sample estimates:
## probability of success 
##                 0.2921

檢視資料

boxplot(mtcars$mpg, mtcars$mpg[mtcars$am==0], ylab = "mpg", names=c("overall","automobile"))
abline(h=mean(mtcars$mpg),lwd=2, col="red")
abline(h=mean(mtcars$mpg[mtcars$am==0]),lwd=2, col="blue")

單樣本T-Test

mpg.mu = mean(mtcars$mpg)
mpg_am = mtcars$mpg[mtcars$am == 0]
t.test(mpg_am,mu = mpg.mu)

## 
##  One Sample t-test
## 
## data:  mpg_am
## t = -3.346, df = 18, p-value = 0.003595
## alternative hypothesis: true mean is not equal to 20.09
## 95 percent confidence interval:
##  15.3 19.0
## sample estimates:
## mean of x 
##     17.15

檢視自動傳輸汽車與手動傳輸的差異

boxplot(mtcars$mpg~mtcars$am,ylab='mpg',names=c('automatic','manual'))
abline(h=mean(mtcars$mpg[mtcars$am==0]),lwd=2, col="blue")
abline(h=mean(mtcars$mpg[mtcars$am==1]),lwd=2, col="red")

雙樣本T-Test

t.test(mtcars$mpg~mtcars$am)

## 
##  Welch Two Sample t-test
## 
## data:  mtcars$mpg by mtcars$am
## t = -3.767, df = 18.33, p-value = 0.001374
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
##  -11.28  -3.21
## sample estimates:
## mean in group 0 mean in group 1 
##           17.15           24.39

使用table 產生類別資料統計

ftable = table(mtcars$am, mtcars$gear)

使用mosaic plot

mosaicplot(ftable, main="Number of Forward Gears Within Automatic and Manual Cars", color = TRUE)

進行卡方檢定

chisq.test(ftable)

## Warning: Chi-squared approximation may be incorrect

## 
##  Pearson's Chi-squared test
## 
## data:  ftable
## X-squared = 20.94, df = 2, p-value = 2.831e-05

檢視gear 與mpg 的關係

boxplot(mtcars$mpg~factor(mtcars$gear),xlab='gear',ylab='mpg')

One-Way ANOVA

 oneway.test(mtcars$mpg~factor(mtcars$gear))

## 
##  One-way analysis of means (not assuming equal variances)
## 
## data:  mtcars$mpg and factor(mtcars$gear)
## F = 11.28, num df = 2.000, denom df = 9.508, p-value = 0.003085

 mtcars.aov <- aov(mtcars$mpg ~ as.factor(mtcars$gear))
 summary(mtcars.aov)

##                        Df Sum Sq Mean Sq F value  Pr(>F)    
## as.factor(mtcars$gear)  2    483   241.6    10.9 0.00029 ***
## Residuals              29    643    22.2                    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

如果有多個依變數

par(mfrow=c(1,2))
boxplot(mtcars$mpg~mtcars$gear,subset=(mtcars$am==0),xlab='gear', ylab = "mpg",main='automatic')
boxplot(mtcars$mpg~mtcars$gear,subset=(mtcars$am==1),xlab='gear', ylab = "mpg", main='manual')

檢視gear 和transmission 對mpg 的關係

boxplot(mtcars$mpg~factor(mtcars$gear)* factor(mtcars$am),xlab='gear * transmission', ylab = "mpg",main='Boxplot of mpg by gear * transmission')

Two-Way ANOVA

mpg_anova2 = aov(mtcars$mpg~factor(mtcars$gear)*factor(mtcars$am))
summary(mpg_anova2) 

##                     Df Sum Sq Mean Sq F value  Pr(>F)    
## factor(mtcars$gear)  2    483   241.6   11.87 0.00018 ***
## factor(mtcars$am)    1     73    72.8    3.58 0.06900 .  
## Residuals           28    570    20.4                    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1