農作物價格預測資料集
2024-06-06
報告人員:吳東翰 連祐瑋 姚冠豪 段柏宇 黃丞祥 趙致忠
★載入相關套件並讀取檔案
library(dplyr)
library(ggplot2)
library(gridExtra)
library(car)
data <- read.csv("C:/Users/Howard/Crop_Yield_Prediction.csv")
head(data)## Nitrogen Phosphorus Potassium Temperature Humidity pH_Value Rainfall Crop
## 1 90 42 43 20.87974 82.00274 6.502985 202.9355 Rice
## 2 85 58 41 21.77046 80.31964 7.038096 226.6555 Rice
## 3 60 55 44 23.00446 82.32076 7.840207 263.9642 Rice
## 4 74 35 40 26.49110 80.15836 6.980401 242.8640 Rice
## 5 78 42 42 20.13017 81.60487 7.628473 262.7173 Rice
## 6 69 37 42 23.05805 83.37012 7.073454 251.0550 Rice
## Yield
## 1 7000
## 2 5000
## 3 7000
## 4 7000
## 5 120000
## 6 3500str(data)## 'data.frame': 2200 obs. of 9 variables:
## $ Nitrogen : int 90 85 60 74 78 69 69 94 89 68 ...
## $ Phosphorus : int 42 58 55 35 42 37 55 53 54 58 ...
## $ Potassium : int 43 41 44 40 42 42 38 40 38 38 ...
## $ Temperature: num 20.9 21.8 23 26.5 20.1 ...
## $ Humidity : num 82 80.3 82.3 80.2 81.6 ...
## $ pH_Value : num 6.5 7.04 7.84 6.98 7.63 ...
## $ Rainfall : num 203 227 264 243 263 ...
## $ Crop : chr "Rice" "Rice" "Rice" "Rice" ...
## $ Yield : int 7000 5000 7000 7000 120000 3500 7500 6500 10000 11000 ...★配適最簡單模型(未修飾過)
m1 <- lm(Yield~ ., data=data)
summary(m1)##
## Call:
## lm(formula = Yield ~ ., data = data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -4812 -1508 -708 706 114927
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) -3028.8957 5566.9184 -0.544 0.5864
## Nitrogen -0.3451 6.4710 -0.053 0.9575
## Phosphorus -1.4815 10.2048 -0.145 0.8846
## Potassium 23.7847 24.6327 0.966 0.3344
## Temperature -31.7351 21.3802 -1.484 0.1379
## Humidity -0.1860 19.1994 -0.010 0.9923
## pH_Value 119.7103 124.9213 0.958 0.3380
## Rainfall 1.8674 3.6586 0.510 0.6098
## CropBanana 4343.6853 3810.1063 1.140 0.2544
## CropBlackgram 4799.0191 4585.1073 1.047 0.2954
## CropChickPea 3347.8045 3442.8284 0.972 0.3310
## CropCoconut 4728.7935 4372.4190 1.082 0.2796
## CropCoffee 4746.6222 4442.3096 1.069 0.2854
## CropCotton 3882.3523 4622.9302 0.840 0.4011
## CropGrapes 1234.7661 570.7042 2.164 0.0306 *
## CropJute 3638.6041 4100.3191 0.887 0.3750
## CropKidneyBeans 5576.7485 4736.6770 1.177 0.2392
## CropLentil 4578.8083 4586.5298 0.998 0.3182
## CropMaize 4857.3982 4613.6907 1.053 0.2925
## CropMango 4247.4483 4454.8276 0.953 0.3405
## CropMothBeans 5832.0426 4635.6744 1.258 0.2085
## CropMungBean 5377.4366 4577.4157 1.175 0.2402
## CropMuskmelon 5073.8596 3971.5656 1.278 0.2015
## CropOrange 3906.6002 4868.0480 0.802 0.4224
## CropPapaya 4038.4089 3812.2281 1.059 0.2896
## CropPigeonPeas 7842.5781 4596.1471 1.706 0.0881 .
## CropPomegranate 5301.4059 4150.3793 1.277 0.2016
## CropRice 6442.2579 4108.5712 1.568 0.1170
## CropWatermelon 5818.7500 3965.5280 1.467 0.1424
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 3599 on 2171 degrees of freedom
## Multiple R-squared: 0.07109, Adjusted R-squared: 0.05911
## F-statistic: 5.934 on 28 and 2171 DF, p-value: < 2.2e-16★繪製一組散佈圖（散點圖矩陣）
pairs(data[, c("Yield", "Nitrogen", "Phosphorus", "Potassium", "Temperature", "Humidity", "pH_Value", "Rainfall")],
col = as.integer(as.factor(data$Crop)))
※對角線（Diagonal）：
對角線上的圖形是每個變數的直方圖。這些直方圖展示了每個變數的分佈情況，有助於了解其數據分佈特徵。
※非對角線部分（Off-diagonal）：
非對角線上的圖形是兩兩變數之間的散點圖。每個散點圖顯示了兩個變數之間的關係。如果散點呈現出一定的趨勢，向上或向下的線性關係，表示這兩個變數可能存在一定的相關性。如果散點呈現散亂分佈，那麼這兩個變數之間可能沒有明顯的關係。
★從線性回歸模型 m1 提取與作物相關的係數
crop_coefficients <- summary(m1)$coefficients[grep("Crop", rownames(summary(m1)$coefficients)), ]
crop_effects <- data.frame(
Crop = rownames(crop_coefficients),
Estimate = crop_coefficients[, "Estimate"],
StdError = crop_coefficients[, "Std. Error"],
pValue = crop_coefficients[, "Pr(>|t|)"]
)
crop_coefficients## Estimate Std. Error t value Pr(>|t|)
## CropBanana 4343.685 3810.1063 1.1400431 0.25439411
## CropBlackgram 4799.019 4585.1073 1.0466536 0.29537588
## CropChickPea 3347.804 3442.8284 0.9723995 0.33096018
## CropCoconut 4728.794 4372.4190 1.0815051 0.27959260
## CropCoffee 4746.622 4442.3096 1.0685032 0.28541236
## CropCotton 3882.352 4622.9302 0.8398033 0.40111113
## CropGrapes 1234.766 570.7042 2.1635834 0.03060511
## CropJute 3638.604 4100.3191 0.8873953 0.37496438
## CropKidneyBeans 5576.749 4736.6770 1.1773546 0.23918305
## CropLentil 4578.808 4586.5298 0.9983165 0.31823718
## CropMaize 4857.398 4613.6907 1.0528227 0.29253943
## CropMango 4247.448 4454.8276 0.9534484 0.34046907
## CropMothBeans 5832.043 4635.6744 1.2580785 0.20849864
## CropMungBean 5377.437 4577.4157 1.1747757 0.24021331
## CropMuskmelon 5073.860 3971.5656 1.2775465 0.20154598
## CropOrange 3906.600 4868.0480 0.8024983 0.42235262
## CropPapaya 4038.409 3812.2281 1.0593304 0.28956719
## CropPigeonPeas 7842.578 4596.1471 1.7063375 0.08808828
## CropPomegranate 5301.406 4150.3793 1.2773305 0.20162218
## CropRice 6442.258 4108.5712 1.5680044 0.11702583
## CropWatermelon 5818.750 3965.5280 1.4673330 0.14243034 估計值（Estimate）:表示每種作物對產量的平均影響。正值表示增加，負值表示減少。
標準誤差（StdError）:衡量了估計值的精度，較小的標準誤差意味著估計值更可靠。
p
值（pValue）:表示估計值的顯著性，如果 p
值小於0.05，則認為估計值是顯著的，
在作物中，有些作物對產量可能存在顯著影響，因為 p 值小於0.05，例如
CropGrapes、CropPigeonPeas、CropMuskmelon、CropRice。其他作物的影響可能不顯著，因為它們的
p 值大於0.05。
★★★★由於Crop為字串，非因子變數，故此模型的相關係數並非好的★★★
★展示不同農作物對產量的影響
ggplot(crop_effects, aes(x = reorder(Crop, Estimate), y = Estimate)) +
geom_bar(stat = "identity", fill = "skyblue") +
geom_errorbar(aes(ymin = Estimate - StdError, ymax = Estimate + StdError), width = 0.2) +
labs(title = "不同農作物對產量的影響", x = "農作物", y = "估計值") +
theme(axis.text.x = element_text(angle = 45, hjust = 1),
plot.title = element_text(hjust = 0.5))
★★★Crop為字串，故此圖不是在不同產物下，其他變數所影響的產量 ★★★
variables <- c("Nitrogen", "Phosphorus", "Potassium", "Temperature", "Humidity", "pH_Value", "Rainfall")
plots <- lapply(variables, function(var) {
p <- ggplot(data, aes_string(x = var, y = "Yield")) +
geom_point(aes(color = Crop)) +
labs(title = paste(var, "vs Yield"), x = var, y = "Yield")
return(p)
})## Warning: `aes_string()` was deprecated in ggplot2 3.0.0.
## ℹ Please use tidy evaluation ideoms with `aes()`
## This warning is displayed once every 8 hours.
## Call `lifecycle::last_lifecycle_warnings()` to see where this warning was
## generated.for (plot in plots) {
print(plot)
}
a模型配適:
a <- list()
for (var in variables) {
formula <- as.formula(paste("Yield ~ factor(Crop) *", var))
model <- lm(formula, data = data)
a[[var]] <- summary(model)
}
for (var in variables) {
cat("Simple model with interaction term:", var, "\n")
print(a[[var]])
cat("\n\n")
}## Simple model with interaction term: Nitrogen
##
## Call:
## lm(formula = formula, data = data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -5661 -1473 -704 726 115219
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1475.269 730.550 2.019 0.04357 *
## factor(Crop)Banana 957.230 3370.130 0.284 0.77641
## factor(Crop)Blackgram 620.004 1405.409 0.441 0.65914
## factor(Crop)ChickPea 1345.428 1446.851 0.930 0.35253
## factor(Crop)Coconut 875.326 1059.407 0.826 0.40876
## factor(Crop)Coffee 1851.821 3080.407 0.601 0.54780
## factor(Crop)Cotton -637.988 3759.443 -0.170 0.86526
## factor(Crop)Grapes 1356.893 1057.231 1.283 0.19948
## factor(Crop)Jute -1705.101 2715.438 -0.628 0.53012
## factor(Crop)KidneyBeans 1894.489 1070.252 1.770 0.07685 .
## factor(Crop)Lentil 529.807 987.288 0.537 0.59158
## factor(Crop)Maize 1042.097 2494.991 0.418 0.67623
## factor(Crop)Mango 280.829 1005.849 0.279 0.78012
## factor(Crop)MothBeans 1645.127 1064.368 1.546 0.12234
## factor(Crop)MungBean 1180.013 1049.009 1.125 0.26076
## factor(Crop)Muskmelon 624.472 3094.912 0.202 0.84011
## factor(Crop)Orange -254.208 1008.349 -0.252 0.80099
## factor(Crop)Papaya 494.225 1688.778 0.293 0.76982
## factor(Crop)PigeonPeas 2463.855 1032.291 2.387 0.01708 *
## factor(Crop)Pomegranate 2763.160 978.492 2.824 0.00479 **
## factor(Crop)Rice 6366.200 2562.206 2.485 0.01304 *
## factor(Crop)Watermelon 6322.494 2980.878 2.121 0.03403 *
## Nitrogen 11.009 30.546 0.360 0.71859
## factor(Crop)Banana:Nitrogen -11.562 44.694 -0.259 0.79591
## factor(Crop)Blackgram:Nitrogen -10.105 41.856 -0.241 0.80925
## factor(Crop)ChickPea:Nitrogen -18.228 42.692 -0.427 0.66944
## factor(Crop)Coconut:Nitrogen -1.898 43.386 -0.044 0.96510
## factor(Crop)Coffee:Nitrogen -17.809 42.365 -0.420 0.67426
## factor(Crop)Cotton:Nitrogen -6.137 43.638 -0.141 0.88818
## factor(Crop)Grapes:Nitrogen -10.655 42.167 -0.253 0.80053
## factor(Crop)Jute:Nitrogen 14.753 44.997 0.328 0.74304
## factor(Crop)KidneyBeans:Nitrogen -21.060 45.298 -0.465 0.64204
## factor(Crop)Lentil:Nitrogen -9.754 42.613 -0.229 0.81896
## factor(Crop)Maize:Nitrogen -12.725 43.044 -0.296 0.76754
## factor(Crop)Mango:Nitrogen -11.293 42.392 -0.266 0.78997
## factor(Crop)MothBeans:Nitrogen -6.620 44.201 -0.150 0.88097
## factor(Crop)MungBean:Nitrogen -8.021 43.867 -0.183 0.85494
## factor(Crop)Muskmelon:Nitrogen -1.479 42.648 -0.035 0.97234
## factor(Crop)Orange:Nitrogen -2.319 43.058 -0.054 0.95705
## factor(Crop)Papaya:Nitrogen -8.774 42.575 -0.206 0.83674
## factor(Crop)PigeonPeas:Nitrogen 53.296 43.224 1.233 0.21770
## factor(Crop)Pomegranate:Nitrogen -52.513 41.928 -1.252 0.21055
## factor(Crop)Rice:Nitrogen -50.247 43.101 -1.166 0.24383
## factor(Crop)Watermelon:Nitrogen -49.517 42.011 -1.179 0.23866
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 3606 on 2156 degrees of freedom
## Multiple R-squared: 0.07405, Adjusted R-squared: 0.05559
## F-statistic: 4.01 on 43 and 2156 DF, p-value: < 2.2e-16
##
##
##
## Simple model with interaction term: Phosphorus
##
## Call:
## lm(formula = formula, data = data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -5174 -1467 -686 697 115228
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 4826.462 5993.792 0.805 0.421
## factor(Crop)Banana -653.678 7143.299 -0.092 0.927
## factor(Crop)Blackgram -3608.949 6911.877 -0.522 0.602
## factor(Crop)ChickPea -898.061 6842.156 -0.131 0.896
## factor(Crop)Coconut -1589.796 6049.473 -0.263 0.793
## factor(Crop)Coffee -2517.096 6173.311 -0.408 0.684
## factor(Crop)Cotton -2147.586 6424.028 -0.334 0.738
## factor(Crop)Grapes 418.481 8711.368 0.048 0.962
## factor(Crop)Jute -2778.940 6452.813 -0.431 0.667
## factor(Crop)KidneyBeans -5079.671 6821.448 -0.745 0.457
## factor(Crop)Lentil -2958.926 6891.211 -0.429 0.668
## factor(Crop)Maize -2280.541 6392.944 -0.357 0.721
## factor(Crop)Mango -3051.348 6140.983 -0.497 0.619
## factor(Crop)MothBeans -1853.208 6432.970 -0.288 0.773
## factor(Crop)MungBean -1441.308 6388.022 -0.226 0.822
## factor(Crop)Muskmelon -1468.130 6070.919 -0.242 0.809
## factor(Crop)Orange -3156.861 6055.195 -0.521 0.602
## factor(Crop)Papaya -3028.684 6728.474 -0.450 0.653
## factor(Crop)PigeonPeas -3428.507 6885.161 -0.498 0.619
## factor(Crop)Pomegranate -2182.452 6074.861 -0.359 0.719
## factor(Crop)Rice 439.675 6389.456 0.069 0.945
## factor(Crop)Watermelon -1274.982 6060.184 -0.210 0.833
## Phosphorus -23.262 44.575 -0.522 0.602
## factor(Crop)Banana:Phosphorus 1.366 64.907 0.021 0.983
## factor(Crop)Blackgram:Phosphorus 36.807 67.536 0.545 0.586
## factor(Crop)ChickPea:Phosphorus 2.652 65.789 0.040 0.968
## factor(Crop)Coconut:Phosphorus -17.248 62.224 -0.277 0.782
## factor(Crop)Coffee:Phosphorus 34.728 66.885 0.519 0.604
## factor(Crop)Cotton:Phosphorus -4.156 66.519 -0.062 0.950
## factor(Crop)Grapes:Phosphorus 5.118 65.229 0.078 0.937
## factor(Crop)Jute:Phosphorus 17.764 67.301 0.264 0.792
## factor(Crop)KidneyBeans:Phosphorus 73.816 65.449 1.128 0.260
## factor(Crop)Lentil:Phosphorus 25.618 66.585 0.385 0.700
## factor(Crop)Maize:Phosphorus 19.917 63.549 0.313 0.754
## factor(Crop)Mango:Phosphorus 22.353 65.025 0.344 0.731
## factor(Crop)MothBeans:Phosphorus 28.287 65.560 0.431 0.666
## factor(Crop)MungBean:Phosphorus 9.151 64.127 0.143 0.887
## factor(Crop)Muskmelon:Phosphorus 6.186 67.345 0.092 0.927
## factor(Crop)Orange:Phosphorus 6.440 64.902 0.099 0.921
## factor(Crop)Papaya:Phosphorus 28.057 68.045 0.412 0.680
## factor(Crop)PigeonPeas:Phosphorus 80.463 66.791 1.205 0.228
## factor(Crop)Pomegranate:Phosphorus 66.528 66.327 1.003 0.316
## factor(Crop)Rice:Phosphorus 11.505 63.982 0.180 0.857
## factor(Crop)Watermelon:Phosphorus 47.838 65.614 0.729 0.466
##
## Residual standard error: 3610 on 2156 degrees of freedom
## Multiple R-squared: 0.07182, Adjusted R-squared: 0.05331
## F-statistic: 3.88 on 43 and 2156 DF, p-value: 9.797e-16
##
##
##
## Simple model with interaction term: Potassium
##
## Call:
## lm(formula = formula, data = data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -6132 -1462 -688 700 114562
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) -7091.4574 21771.4536 -0.326 0.7447
## factor(Crop)Banana 7930.4163 22422.3108 0.354 0.7236
## factor(Crop)Blackgram 12214.9751 21883.5355 0.558 0.5768
## factor(Crop)ChickPea 10852.6642 23508.2903 0.462 0.6444
## factor(Crop)Coconut 10382.9521 22084.7607 0.470 0.6383
## factor(Crop)Coffee 10126.2985 22028.3282 0.460 0.6458
## factor(Crop)Cotton 7633.7645 21888.4973 0.349 0.7273
## factor(Crop)Grapes -2556.7347 31068.1410 -0.082 0.9344
## factor(Crop)Jute 10093.3967 22207.5545 0.455 0.6495
## factor(Crop)KidneyBeans 8404.0380 21899.5222 0.384 0.7012
## factor(Crop)Lentil 9196.1075 21902.4835 0.420 0.6746
## factor(Crop)Maize 10103.1336 21909.9478 0.461 0.6448
## factor(Crop)Mango 7993.9770 22053.0131 0.362 0.7170
## factor(Crop)MothBeans 12714.1635 21906.3329 0.580 0.5617
## factor(Crop)MungBean 9857.3652 21893.7264 0.450 0.6526
## factor(Crop)Muskmelon 12433.3749 22489.9298 0.553 0.5804
## factor(Crop)Orange 8929.7705 21806.6116 0.409 0.6822
## factor(Crop)Papaya 10428.0330 22544.6329 0.463 0.6437
## factor(Crop)PigeonPeas 5786.1786 21929.8841 0.264 0.7919
## factor(Crop)Pomegranate 8643.9424 22296.1141 0.388 0.6983
## factor(Crop)Rice -1895.2708 22317.6712 -0.085 0.9323
## factor(Crop)Watermelon 5693.6360 22473.8691 0.253 0.8000
## Potassium 44.0027 108.9023 0.404 0.6862
## factor(Crop)Banana:Potassium -13.2708 152.6125 -0.087 0.9307
## factor(Crop)Blackgram:Potassium -199.5167 157.2505 -1.269 0.2047
## factor(Crop)ChickPea:Potassium -59.3925 155.4095 -0.382 0.7024
## factor(Crop)Coconut:Potassium -68.2151 162.4970 -0.420 0.6747
## factor(Crop)Coffee:Potassium -57.2272 155.7774 -0.367 0.7134
## factor(Crop)Cotton:Potassium 0.4115 157.7270 0.003 0.9979
## factor(Crop)Grapes:Potassium 18.4056 155.3184 0.119 0.9057
## factor(Crop)Jute:Potassium -74.3113 154.1810 -0.482 0.6299
## factor(Crop)KidneyBeans:Potassium 48.1977 159.5311 0.302 0.7626
## factor(Crop)Lentil:Potassium -47.9198 163.4180 -0.293 0.7694
## factor(Crop)Maize:Potassium -75.7256 164.2432 -0.461 0.6448
## factor(Crop)Mango:Potassium -15.6645 159.6831 -0.098 0.9219
## factor(Crop)MothBeans:Potassium -163.0441 161.0540 -1.012 0.3115
## factor(Crop)MungBean:Potassium -46.4138 158.2866 -0.293 0.7694
## factor(Crop)Muskmelon:Potassium -89.6530 156.4857 -0.573 0.5668
## factor(Crop)Orange:Potassium -88.6694 160.8043 -0.551 0.5814
## factor(Crop)Papaya:Potassium -69.0952 159.6615 -0.433 0.6652
## factor(Crop)PigeonPeas:Potassium 280.1692 168.4132 1.664 0.0963 .
## factor(Crop)Pomegranate:Potassium 3.3180 161.4912 0.021 0.9836
## factor(Crop)Rice:Potassium 299.4504 164.0975 1.825 0.0682 .
## factor(Crop)Watermelon:Potassium 62.8691 155.3420 0.405 0.6857
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 3598 on 2156 degrees of freedom
## Multiple R-squared: 0.07784, Adjusted R-squared: 0.05945
## F-statistic: 4.233 on 43 and 2156 DF, p-value: < 2.2e-16
##
##
##
## Simple model with interaction term: Temperature
##
## Call:
## lm(formula = formula, data = data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -7606 -1461 -683 715 111744
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 3586.58 9855.82 0.364 0.7160
## factor(Crop)Banana -2576.20 12037.49 -0.214 0.8306
## factor(Crop)Blackgram -893.56 10649.35 -0.084 0.9331
## factor(Crop)ChickPea -4492.23 11446.17 -0.392 0.6948
## factor(Crop)Coconut 2055.93 12165.49 0.169 0.8658
## factor(Crop)Coffee -6662.00 11607.23 -0.574 0.5661
## factor(Crop)Cotton -6841.60 12454.79 -0.549 0.5828
## factor(Crop)Grapes -826.40 9901.68 -0.083 0.9335
## factor(Crop)Jute -3763.28 12440.84 -0.302 0.7623
## factor(Crop)KidneyBeans 2563.71 10248.39 0.250 0.8025
## factor(Crop)Lentil -3459.61 10214.11 -0.339 0.7349
## factor(Crop)Maize -672.95 10311.16 -0.065 0.9480
## factor(Crop)Mango 1094.50 10733.03 0.102 0.9188
## factor(Crop)MothBeans 1599.61 10880.15 0.147 0.8831
## factor(Crop)MungBean 8662.25 15692.57 0.552 0.5810
## factor(Crop)Muskmelon 4557.89 15520.14 0.294 0.7690
## factor(Crop)Orange -1625.46 9925.33 -0.164 0.8699
## factor(Crop)Papaya -346.68 10051.13 -0.034 0.9725
## factor(Crop)PigeonPeas 2932.51 10016.00 0.293 0.7697
## factor(Crop)Pomegranate 2315.00 10486.60 0.221 0.8253
## factor(Crop)Rice 24740.23 10719.24 2.308 0.0211 *
## factor(Crop)Watermelon -8103.47 14655.24 -0.553 0.5804
## Temperature -83.18 435.21 -0.191 0.8485
## factor(Crop)Banana:Temperature 133.10 502.96 0.265 0.7913
## factor(Crop)Blackgram:Temperature 64.44 455.39 0.142 0.8875
## factor(Crop)ChickPea:Temperature 265.28 533.07 0.498 0.6188
## factor(Crop)Coconut:Temperature -29.62 506.89 -0.058 0.9534
## factor(Crop)Coffee:Temperature 306.91 496.83 0.618 0.5368
## factor(Crop)Cotton:Temperature 277.68 538.47 0.516 0.6061
## factor(Crop)Grapes:Temperature 86.54 436.78 0.198 0.8430
## factor(Crop)Jute:Temperature 161.97 530.79 0.305 0.7603
## factor(Crop)KidneyBeans:Temperature -65.42 456.73 -0.143 0.8861
## factor(Crop)Lentil:Temperature 160.76 448.52 0.358 0.7201
## factor(Crop)Maize:Temperature 59.51 455.49 0.131 0.8961
## factor(Crop)Mango:Temperature -10.73 455.88 -0.024 0.9812
## factor(Crop)MothBeans:Temperature 13.24 464.72 0.028 0.9773
## factor(Crop)MungBean:Temperature -250.94 610.34 -0.411 0.6810
## factor(Crop)Muskmelon:Temperature -94.36 603.50 -0.156 0.8758
## factor(Crop)Orange:Temperature 58.14 437.97 0.133 0.8944
## factor(Crop)Papaya:Temperature 48.81 439.00 0.111 0.9115
## factor(Crop)PigeonPeas:Temperature 38.23 439.75 0.087 0.9307
## factor(Crop)Pomegranate:Temperature -28.85 464.81 -0.062 0.9505
## factor(Crop)Rice:Temperature -913.90 469.93 -1.945 0.0519 .
## factor(Crop)Watermelon:Temperature 414.77 607.32 0.683 0.4947
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 3583 on 2156 degrees of freedom
## Multiple R-squared: 0.08575, Adjusted R-squared: 0.06751
## F-statistic: 4.702 on 43 and 2156 DF, p-value: < 2.2e-16
##
##
##
## Simple model with interaction term: Humidity
##
## Call:
## lm(formula = formula, data = data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -5458 -1448 -705 708 114829
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) -1458.3253 22926.8937 -0.064 0.9493
## factor(Crop)Banana 12684.6203 25166.6009 0.504 0.6143
## factor(Crop)Blackgram -4750.4747 24429.1291 -0.194 0.8458
## factor(Crop)ChickPea 5652.1276 23205.4129 0.244 0.8076
## factor(Crop)Coconut 748.9542 26253.2423 0.029 0.9772
## factor(Crop)Coffee 6288.6259 23218.6106 0.271 0.7865
## factor(Crop)Cotton 3944.2053 24810.8946 0.159 0.8737
## factor(Crop)Grapes 102.8294 34061.6393 0.003 0.9976
## factor(Crop)Jute 1865.7523 23519.9681 0.079 0.9368
## factor(Crop)KidneyBeans 9397.6799 23212.1406 0.405 0.6856
## factor(Crop)Lentil -3885.0452 24283.3792 -0.160 0.8729
## factor(Crop)Maize 2361.5140 23334.2438 0.101 0.9194
## factor(Crop)Mango 1087.1387 23857.8065 0.046 0.9637
## factor(Crop)MothBeans 4101.6603 23094.3040 0.178 0.8591
## factor(Crop)MungBean -2407.5268 25370.8261 -0.095 0.9244
## factor(Crop)Muskmelon -8378.5942 31927.6000 -0.262 0.7930
## factor(Crop)Orange -6358.3472 32715.2470 -0.194 0.8459
## factor(Crop)Papaya 14374.0324 32873.9810 0.437 0.6620
## factor(Crop)PigeonPeas 7014.9387 22984.6088 0.305 0.7602
## factor(Crop)Pomegranate 7648.5727 25674.3169 0.298 0.7658
## factor(Crop)Rice 63346.6539 31096.1822 2.037 0.0418 *
## factor(Crop)Watermelon -2422.2328 25190.5643 -0.096 0.9234
## Humidity 34.2517 248.2749 0.138 0.8903
## factor(Crop)Banana:Humidity -144.3738 279.8235 -0.516 0.6059
## factor(Crop)Blackgram:Humidity 93.8262 279.9758 0.335 0.7376
## factor(Crop)ChickPea:Humidity -132.8578 326.1627 -0.407 0.6838
## factor(Crop)Coconut:Humidity 0.1227 282.5100 0.000 0.9997
## factor(Crop)Coffee:Humidity -71.4762 255.9047 -0.279 0.7800
## factor(Crop)Cotton:Humidity -47.7134 275.1873 -0.173 0.8624
## factor(Crop)Grapes:Humidity 16.9951 395.3230 0.043 0.9657
## factor(Crop)Jute:Humidity -16.8926 256.8328 -0.066 0.9476
## factor(Crop)KidneyBeans:Humidity -255.4077 299.2607 -0.853 0.3935
## factor(Crop)Lentil:Humidity 79.5052 277.2334 0.287 0.7743
## factor(Crop)Maize:Humidity -11.5041 257.0163 -0.045 0.9643
## factor(Crop)Mango:Humidity 8.0476 280.8936 0.029 0.9771
## factor(Crop)MothBeans:Humidity -23.5075 253.6153 -0.093 0.9262
## factor(Crop)MungBean:Humidity 42.7524 278.8716 0.153 0.8782
## factor(Crop)Muskmelon:Humidity 105.3658 345.7250 0.305 0.7606
## factor(Crop)Orange:Humidity 65.6490 354.5929 0.185 0.8531
## factor(Crop)Papaya:Humidity -151.5067 355.8544 -0.426 0.6703
## factor(Crop)PigeonPeas:Humidity -40.1700 250.4623 -0.160 0.8726
## factor(Crop)Pomegranate:Humidity -64.5982 279.3985 -0.231 0.8172
## factor(Crop)Rice:Humidity -729.2756 356.1204 -2.048 0.0407 *
## factor(Crop)Watermelon:Humidity 57.9254 276.8421 0.209 0.8343
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 3603 on 2156 degrees of freedom
## Multiple R-squared: 0.07544, Adjusted R-squared: 0.057
## F-statistic: 4.091 on 43 and 2156 DF, p-value: < 2.2e-16
##
##
##
## Simple model with interaction term: pH_Value
##
## Call:
## lm(formula = formula, data = data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -5780 -1478 -697 720 113201
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) -880.57 7982.94 -0.110 0.912
## factor(Crop)Banana -1762.36 11305.02 -0.156 0.876
## factor(Crop)Blackgram 1079.91 10574.96 0.102 0.919
## factor(Crop)ChickPea 6390.12 8650.38 0.739 0.460
## factor(Crop)Coconut 11627.96 10969.80 1.060 0.289
## factor(Crop)Coffee 5498.26 9925.84 0.554 0.580
## factor(Crop)Cotton 920.55 8930.24 0.103 0.918
## factor(Crop)Grapes 3560.64 10828.34 0.329 0.742
## factor(Crop)Jute -2200.69 9675.83 -0.227 0.820
## factor(Crop)KidneyBeans 10647.11 16398.40 0.649 0.516
## factor(Crop)Lentil 3629.99 9201.55 0.394 0.693
## factor(Crop)Maize 5946.07 9685.86 0.614 0.539
## factor(Crop)Mango 591.03 8523.03 0.069 0.945
## factor(Crop)MothBeans 3924.80 8100.45 0.485 0.628
## factor(Crop)MungBean 4128.05 11656.53 0.354 0.723
## factor(Crop)Muskmelon 13216.74 12748.99 1.037 0.300
## factor(Crop)Orange 2715.04 9124.11 0.298 0.766
## factor(Crop)Papaya -6114.50 18376.03 -0.333 0.739
## factor(Crop)PigeonPeas 6058.11 8380.20 0.723 0.470
## factor(Crop)Pomegranate 6101.89 9286.53 0.657 0.511
## factor(Crop)Rice -5585.57 8543.85 -0.654 0.513
## factor(Crop)Watermelon 1667.59 11556.58 0.144 0.885
## pH_Value 435.91 1344.90 0.324 0.746
## factor(Crop)Banana:pH_Value 403.01 1895.95 0.213 0.832
## factor(Crop)Blackgram:pH_Value -165.08 1658.73 -0.100 0.921
## factor(Crop)ChickPea:pH_Value -841.84 1418.66 -0.593 0.553
## factor(Crop)Coconut:pH_Value -1807.36 1841.19 -0.982 0.326
## factor(Crop)Coffee:pH_Value -727.33 1600.18 -0.455 0.649
## factor(Crop)Cotton:pH_Value -237.57 1463.33 -0.162 0.871
## factor(Crop)Grapes:pH_Value -409.32 1810.87 -0.226 0.821
## factor(Crop)Jute:pH_Value 287.59 1570.16 0.183 0.855
## factor(Crop)KidneyBeans:pH_Value -1584.79 2830.54 -0.560 0.576
## factor(Crop)Lentil:pH_Value -539.96 1497.46 -0.361 0.718
## factor(Crop)Maize:pH_Value -865.30 1605.27 -0.539 0.590
## factor(Crop)Mango:pH_Value -82.15 1439.78 -0.057 0.955
## factor(Crop)MothBeans:pH_Value -410.99 1358.86 -0.302 0.762
## factor(Crop)MungBean:pH_Value -514.66 1844.36 -0.279 0.780
## factor(Crop)Muskmelon:pH_Value -1895.37 2061.37 -0.919 0.358
## factor(Crop)Orange:pH_Value -499.08 1484.12 -0.336 0.737
## factor(Crop)Papaya:pH_Value 910.39 2798.90 0.325 0.745
## factor(Crop)PigeonPeas:pH_Value -419.58 1413.69 -0.297 0.767
## factor(Crop)Pomegranate:pH_Value -710.61 1533.06 -0.464 0.643
## factor(Crop)Rice:pH_Value 1302.93 1424.84 0.914 0.361
## factor(Crop)Watermelon:pH_Value 53.98 1860.26 0.029 0.977
##
## Residual standard error: 3599 on 2156 degrees of freedom
## Multiple R-squared: 0.07766, Adjusted R-squared: 0.05926
## F-statistic: 4.222 on 43 and 2156 DF, p-value: < 2.2e-16
##
##
##
## Simple model with interaction term: Rainfall
##
## Call:
## lm(formula = formula, data = data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -5096 -1479 -675 694 114850
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 815.508 5759.484 0.142 0.887
## factor(Crop)Banana 2695.527 7041.406 0.383 0.702
## factor(Crop)Blackgram 4966.434 8238.714 0.603 0.547
## factor(Crop)ChickPea 3252.032 6829.453 0.476 0.634
## factor(Crop)Coconut 4704.094 6161.922 0.763 0.445
## factor(Crop)Coffee 1015.160 6186.473 0.164 0.870
## factor(Crop)Cotton -1700.988 6327.085 -0.269 0.788
## factor(Crop)Grapes -1292.334 10312.923 -0.125 0.900
## factor(Crop)Jute -1798.265 7138.152 -0.252 0.801
## factor(Crop)KidneyBeans 2797.475 5955.091 0.470 0.639
## factor(Crop)Lentil 5179.421 6476.111 0.800 0.424
## factor(Crop)Maize 1693.297 6099.702 0.278 0.781
## factor(Crop)Mango 8868.663 11789.767 0.752 0.452
## factor(Crop)MothBeans 2098.812 5926.440 0.354 0.723
## factor(Crop)MungBean 2454.928 6275.122 0.391 0.696
## factor(Crop)Muskmelon 1088.637 6611.157 0.165 0.869
## factor(Crop)Orange -1586.036 9074.641 -0.175 0.861
## factor(Crop)Papaya 1173.686 5826.324 0.201 0.840
## factor(Crop)PigeonPeas 3772.440 5999.855 0.629 0.530
## factor(Crop)Pomegranate -9711.001 14644.928 -0.663 0.507
## factor(Crop)Rice -54.246 6287.497 -0.009 0.993
## factor(Crop)Watermelon 1184.851 6568.419 0.180 0.857
## Rainfall 7.889 51.025 0.155 0.877
## factor(Crop)Banana:Rainfall -18.727 63.959 -0.293 0.770
## factor(Crop)Blackgram:Rainfall -61.665 100.530 -0.613 0.540
## factor(Crop)ChickPea:Rainfall -27.078 68.446 -0.396 0.692
## factor(Crop)Coconut:Rainfall -24.787 52.486 -0.472 0.637
## factor(Crop)Coffee:Rainfall -2.776 52.938 -0.052 0.958
## factor(Crop)Cotton:Rainfall 20.675 60.372 0.342 0.732
## factor(Crop)Grapes:Rainfall 39.763 132.964 0.299 0.765
## factor(Crop)Jute:Rainfall 7.973 56.403 0.141 0.888
## factor(Crop)KidneyBeans:Rainfall -12.154 52.879 -0.230 0.818
## factor(Crop)Lentil:Rainfall -94.716 82.117 -1.153 0.249
## factor(Crop)Maize:Rainfall -9.363 56.098 -0.167 0.867
## factor(Crop)Mango:Rainfall -91.663 119.951 -0.764 0.445
## factor(Crop)MothBeans:Rainfall -2.026 57.430 -0.035 0.972
## factor(Crop)MungBean:Rainfall -19.302 72.088 -0.268 0.789
## factor(Crop)Muskmelon:Rainfall 38.754 140.262 0.276 0.782
## factor(Crop)Orange:Rainfall 11.679 81.377 0.144 0.886
## factor(Crop)Papaya:Rainfall -7.246 51.334 -0.141 0.888
## factor(Crop)PigeonPeas:Rainfall -3.311 52.194 -0.063 0.949
## factor(Crop)Pomegranate:Rainfall 106.971 135.176 0.791 0.429
## factor(Crop)Rice:Rainfall 8.816 52.108 0.169 0.866
## factor(Crop)Watermelon:Rainfall 30.880 80.122 0.385 0.700
##
## Residual standard error: 3606 on 2156 degrees of freedom
## Multiple R-squared: 0.07387, Adjusted R-squared: 0.0554
## F-statistic: 3.999 on 43 and 2156 DF, p-value: < 2.2e-16a模型配適完後逐步篩選:
crop_models <- list()
best_crop_models <- list()
for (crop in unique(data$Crop)) {
crop_data <- subset(data, Crop == crop)
initial_formula <- as.formula(paste("Yield ~", variables[1], sep = ""))
initial_model <- lm(initial_formula, data = crop_data)
step_model <- step(initial_model)
crop_models[[crop]] <- initial_model
best_crop_models[[crop]] <- step_model
}## Start: AIC=1885.56
## Yield ~ Nitrogen
##
## Df Sum of Sq RSS AIC
## - Nitrogen 1 21649762 1.4865e+10 1883.7
## <none> 1.4843e+10 1885.6
##
## Step: AIC=1883.71
## Yield ~ 1
##
## Start: AIC=1461.28
## Yield ~ Nitrogen
##
## Df Sum of Sq RSS AIC
## - Nitrogen 1 41658 213292161 1459.3
## <none> 213250503 1461.3
##
## Step: AIC=1459.3
## Yield ~ 1
##
## Start: AIC=1535.96
## Yield ~ Nitrogen
##
## Df Sum of Sq RSS AIC
## - Nitrogen 1 761853 450753497 1534.1
## <none> 449991644 1536.0
##
## Step: AIC=1534.13
## Yield ~ 1
##
## Start: AIC=1582.72
## Yield ~ Nitrogen
##
## Df Sum of Sq RSS AIC
## - Nitrogen 1 1173955 719455856 1580.9
## <none> 718281901 1582.7
##
## Step: AIC=1580.88
## Yield ~ 1
##
## Start: AIC=1739.07
## Yield ~ Nitrogen
##
## Df Sum of Sq RSS AIC
## - Nitrogen 1 57485694 3487744738 1738.7
## <none> 3430259044 1739.1
##
## Step: AIC=1738.74
## Yield ~ 1
##
## Start: AIC=1503.22
## Yield ~ Nitrogen
##
## Df Sum of Sq RSS AIC
## - Nitrogen 1 245407 324621475 1501.3
## <none> 324376068 1503.2
##
## Step: AIC=1501.3
## Yield ~ 1
##
## Start: AIC=1464.71
## Yield ~ Nitrogen
##
## Df Sum of Sq RSS AIC
## - Nitrogen 1 117107 220813850 1462.8
## <none> 220696743 1464.7
##
## Step: AIC=1462.77
## Yield ~ 1
##
## Start: AIC=1510.38
## Yield ~ Nitrogen
##
## Df Sum of Sq RSS AIC
## - Nitrogen 1 12960 348443539 1508.4
## <none> 348430578 1510.4
##
## Step: AIC=1508.38
## Yield ~ 1
##
## Start: AIC=1515.07
## Yield ~ Nitrogen
##
## Df Sum of Sq RSS AIC
## - Nitrogen 1 23171 365181242 1513.1
## <none> 365158070 1515.1
##
## Step: AIC=1513.07
## Yield ~ 1
##
## Start: AIC=1657.81
## Yield ~ Nitrogen
##
## Df Sum of Sq RSS AIC
## - Nitrogen 1 27150094 1549042869 1657.6
## <none> 1521892774 1657.8
##
## Step: AIC=1657.57
## Yield ~ 1
##
## Start: AIC=1558.29
## Yield ~ Nitrogen
##
## Df Sum of Sq RSS AIC
## - Nitrogen 1 3732.7 562601058 1556.3
## <none> 562597325 1558.3
##
## Step: AIC=1556.29
## Yield ~ 1
##
## Start: AIC=1507.74
## Yield ~ Nitrogen
##
## Df Sum of Sq RSS AIC
## - Nitrogen 1 1213.2 339374384 1505.7
## <none> 339373171 1507.7
##
## Step: AIC=1505.74
## Yield ~ 1
##
## Start: AIC=1527.5
## Yield ~ Nitrogen
##
## Df Sum of Sq RSS AIC
## - Nitrogen 1 1919.6 413517997 1525.5
## <none> 413516077 1527.5
##
## Step: AIC=1525.5
## Yield ~ 1
##
## Start: AIC=1607.32
## Yield ~ Nitrogen
##
## Df Sum of Sq RSS AIC
## <none> 918604102 1607.3
## - Nitrogen 1 23177950 941782052 1607.8
## Start: AIC=1573.35
## Yield ~ Nitrogen
##
## Df Sum of Sq RSS AIC
## - Nitrogen 1 1332932 655377929 1571.6
## <none> 654044997 1573.3
##
## Step: AIC=1571.56
## Yield ~ 1
##
## Start: AIC=1429.5
## Yield ~ Nitrogen
##
## Df Sum of Sq RSS AIC
## - Nitrogen 1 1688677 156886219 1428.6
## <none> 155197542 1429.5
##
## Step: AIC=1428.59
## Yield ~ 1
##
## Start: AIC=1417.6
## Yield ~ Nitrogen
##
## Df Sum of Sq RSS AIC
## - Nitrogen 1 1066022 138849106 1416.4
## <none> 137783084 1417.6
##
## Step: AIC=1416.37
## Yield ~ 1
##
## Start: AIC=1512.73
## Yield ~ Nitrogen
##
## Df Sum of Sq RSS AIC
## - Nitrogen 1 73808 356789735 1510.8
## <none> 356715927 1512.7
##
## Step: AIC=1510.75
## Yield ~ 1
##
## Start: AIC=1627.25
## Yield ~ Nitrogen
##
## Df Sum of Sq RSS AIC
## - Nitrogen 1 1136738 1122367357 1625.3
## <none> 1121230619 1627.2
##
## Step: AIC=1625.35
## Yield ~ 1
##
## Start: AIC=1449.55
## Yield ~ Nitrogen
##
## Df Sum of Sq RSS AIC
## - Nitrogen 1 317768 189970365 1447.7
## <none> 189652596 1449.5
##
## Step: AIC=1447.72
## Yield ~ 1
##
## Start: AIC=1503.47
## Yield ~ Nitrogen
##
## Df Sum of Sq RSS AIC
## <none> 325183736 1503.5
## - Nitrogen 1 7904363 333088099 1503.9
## Start: AIC=1529.55
## Yield ~ Nitrogen
##
## Df Sum of Sq RSS AIC
## - Nitrogen 1 697732 422746579 1527.7
## <none> 422048847 1529.5
##
## Step: AIC=1527.71
## Yield ~ 1for (crop in names(best_crop_models)) {
cat("Best model for crop:", crop, "\n")
print(summary(best_crop_models[[crop]]))
cat("\n\n")
}## Best model for crop: Rice
##
## Call:
## lm(formula = Yield ~ 1, data = crop_data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -4407 -3432 -2372 -39 115293
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 4707 1225 3.841 0.000216 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 12250 on 99 degrees of freedom
##
##
##
## Best model for crop: Maize
##
## Call:
## lm(formula = Yield ~ 1, data = crop_data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -1908.9 -1083.9 -508.9 763.9 3916.1
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2383.9 146.8 16.24 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 1468 on 99 degrees of freedom
##
##
##
## Best model for crop: ChickPea
##
## Call:
## lm(formula = Yield ~ 1, data = crop_data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -2235.3 -1543.8 -831.3 968.7 6968.7
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2531.3 213.4 11.86 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 2134 on 99 degrees of freedom
##
##
##
## Best model for crop: KidneyBeans
##
## Call:
## lm(formula = Yield ~ 1, data = crop_data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -2611.2 -1786.2 -726.2 1338.8 16838.8
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 3161.2 269.6 11.73 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 2696 on 99 degrees of freedom
##
##
##
## Best model for crop: PigeonPeas
##
## Call:
## lm(formula = Yield ~ 1, data = crop_data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -4872.2 -2909.7 -1772.2 -272.2 27227.8
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 5272.2 593.5 8.882 2.98e-14 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 5935 on 99 degrees of freedom
##
##
##
## Best model for crop: MothBeans
##
## Call:
## lm(formula = Yield ~ 1, data = crop_data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -2114.5 -1239.5 -464.5 585.5 6585.5
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 3214.5 181.1 17.75 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 1811 on 99 degrees of freedom
##
##
##
## Best model for crop: MungBean
##
## Call:
## lm(formula = Yield ~ 1, data = crop_data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -2018 -1018 -268 782 5482
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2718.0 149.3 18.2 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 1493 on 99 degrees of freedom
##
##
##
## Best model for crop: Blackgram
##
## Call:
## lm(formula = Yield ~ 1, data = crop_data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -2129.4 -1153.9 -631.4 931.1 7868.6
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2131.4 187.6 11.36 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 1876 on 99 degrees of freedom
##
##
##
## Best model for crop: Lentil
##
## Call:
## lm(formula = Yield ~ 1, data = crop_data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -2026.6 -1241.1 -578.6 971.4 7571.4
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2028.6 192.1 10.56 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 1921 on 99 degrees of freedom
##
##
##
## Best model for crop: Pomegranate
##
## Call:
## lm(formula = Yield ~ 1, data = crop_data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -2955.2 -2117.8 -1117.8 119.8 23044.8
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 3455.2 395.6 8.735 6.24e-14 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 3956 on 99 degrees of freedom
##
##
##
## Best model for crop: Banana
##
## Call:
## lm(formula = Yield ~ 1, data = crop_data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -2077.1 -1577.1 -877.1 622.9 7622.9
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2377.1 238.4 9.972 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 2384 on 99 degrees of freedom
##
##
##
## Best model for crop: Mango
##
## Call:
## lm(formula = Yield ~ 1, data = crop_data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -1550.4 -1207.9 -740.4 249.6 6749.6
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1750.4 185.1 9.454 1.7e-15 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 1851 on 99 degrees of freedom
##
##
##
## Best model for crop: Grapes
##
## Call:
## lm(formula = Yield ~ 1, data = crop_data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -2720.3 -1435.1 -505.3 839.7 7434.7
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2840.3 204.4 13.9 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 2044 on 99 degrees of freedom
##
##
##
## Best model for crop: Watermelon
##
## Call:
## lm(formula = Yield ~ Nitrogen, data = crop_data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -3690 -2320 -1393 1626 9984
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 7797.76 2453.85 3.178 0.00199 **
## Nitrogen -38.51 24.49 -1.572 0.11906
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 3062 on 98 degrees of freedom
## Multiple R-squared: 0.02461, Adjusted R-squared: 0.01466
## F-statistic: 2.473 on 1 and 98 DF, p-value: 0.1191
##
##
##
## Best model for crop: Muskmelon
##
## Call:
## lm(formula = Yield ~ 1, data = crop_data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -2756 -1642 -1077 1273 8205
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 3055.8 257.3 11.88 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 2573 on 99 degrees of freedom
##
##
##
## Best model for crop: Apple
##
## Call:
## lm(formula = Yield ~ 1, data = crop_data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -1354.2 -904.2 -179.2 545.8 4145.8
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1704.2 125.9 13.54 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 1259 on 99 degrees of freedom
##
##
##
## Best model for crop: Orange
##
## Call:
## lm(formula = Yield ~ 1, data = crop_data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -1171.2 -801.2 -456.2 371.3 3958.8
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1391.2 118.4 11.75 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 1184 on 99 degrees of freedom
##
##
##
## Best model for crop: Papaya
##
## Call:
## lm(formula = Yield ~ 1, data = crop_data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -1800.9 -1380.9 -380.9 461.6 7169.0
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2080.9 189.8 10.96 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 1898 on 99 degrees of freedom
##
##
##
## Best model for crop: Coconut
##
## Call:
## lm(formula = Yield ~ 1, data = crop_data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -2290.8 -1693.3 -823.3 891.7 26449.2
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2550.8 336.7 7.576 1.92e-11 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 3367 on 99 degrees of freedom
##
##
##
## Best model for crop: Cotton
##
## Call:
## lm(formula = Yield ~ 1, data = crop_data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -1161.1 -911.1 -383.6 490.2 7859.0
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1411.0 138.5 10.19 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 1385 on 99 degrees of freedom
##
##
##
## Best model for crop: Jute
##
## Call:
## lm(formula = Yield ~ Nitrogen, data = crop_data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -1871 -1146 -781 389 5463
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) -229.83 1321.23 -0.174 0.862
## Nitrogen 25.76 16.69 1.543 0.126
##
## Residual standard error: 1822 on 98 degrees of freedom
## Multiple R-squared: 0.02373, Adjusted R-squared: 0.01377
## F-statistic: 2.382 on 1 and 98 DF, p-value: 0.126
##
##
##
## Best model for crop: Coffee
##
## Call:
## lm(formula = Yield ~ 1, data = crop_data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -2288.9 -1661.4 -513.9 1186.1 7286.1
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2638.9 206.6 12.77 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 2066 on 99 degrees of freedomb模型配適:
simple_model_residuals <- list()
for (var in variables) {
model <- lm(formula = as.formula(paste("Yield ~ factor(Crop) *", var)), data = data)
simple_model_residuals[[var]] <- residuals(model)
}
model_summaries <- list()
for (var in variables) {
formula <- as.formula(paste("Yield ~ factor(Crop) *", var, "+", paste(variables[variables != var], collapse = " + ")))
model <- lm(formula, data = data)
model_summaries[[var]] <- summary(model)
}
for (var in variables) {
cat("Model with interaction term:", var, "\n")
print(model_summaries[[var]])
cat("\n\n")
}## Model with interaction term: Nitrogen
##
## Call:
## lm(formula = formula, data = data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -5621 -1503 -690 722 114836
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) -2301.6555 5642.6857 -0.408 0.6834
## factor(Crop)Banana 4090.4537 5110.9599 0.800 0.4236
## factor(Crop)Blackgram 4230.4599 4755.5783 0.890 0.3738
## factor(Crop)ChickPea 3303.4682 3706.8972 0.891 0.3729
## factor(Crop)Coconut 4096.5072 4487.2621 0.913 0.3614
## factor(Crop)Coffee 4894.7599 5422.3582 0.903 0.3668
## factor(Crop)Cotton 2604.2463 5894.3357 0.442 0.6587
## factor(Crop)Grapes 1442.4136 1088.6182 1.325 0.1853
## factor(Crop)Jute 1212.0744 4927.7109 0.246 0.8057
## factor(Crop)KidneyBeans 5169.8724 4851.1515 1.066 0.2867
## factor(Crop)Lentil 4003.1614 4684.0841 0.855 0.3929
## factor(Crop)Maize 4375.4654 5250.1116 0.833 0.4047
## factor(Crop)Mango 3778.7430 4562.6532 0.828 0.4077
## factor(Crop)MothBeans 5248.5170 4759.0709 1.103 0.2702
## factor(Crop)MungBean 4828.7659 4691.9162 1.029 0.3035
## factor(Crop)Muskmelon 3875.5400 5113.0070 0.758 0.4485
## factor(Crop)Orange 3167.3340 5007.5715 0.633 0.5271
## factor(Crop)Papaya 3465.8946 4195.0521 0.826 0.4088
## factor(Crop)PigeonPeas 5891.0993 4737.6239 1.243 0.2138
## factor(Crop)Pomegranate 5674.9622 4265.1734 1.331 0.1835
## factor(Crop)Rice 9058.5476 4734.5826 1.913 0.0558 .
## factor(Crop)Watermelon 9285.9256 4921.2723 1.887 0.0593 .
## Nitrogen 10.7450 30.5562 0.352 0.7251
## Phosphorus -1.1954 10.2622 -0.116 0.9073
## Potassium 19.6534 24.8283 0.792 0.4287
## Temperature -36.2825 21.5327 -1.685 0.0921 .
## Humidity -1.5520 19.3069 -0.080 0.9359
## pH_Value 128.7597 125.7488 1.024 0.3060
## Rainfall 1.9106 3.7079 0.515 0.6064
## factor(Crop)Banana:Nitrogen -12.2386 44.7156 -0.274 0.7843
## factor(Crop)Blackgram:Nitrogen -9.6093 41.8905 -0.229 0.8186
## factor(Crop)ChickPea:Nitrogen -19.3996 42.7591 -0.454 0.6501
## factor(Crop)Coconut:Nitrogen -1.1219 43.4242 -0.026 0.9794
## factor(Crop)Coffee:Nitrogen -17.3315 42.3842 -0.409 0.6826
## factor(Crop)Cotton:Nitrogen -4.5471 43.6600 -0.104 0.9171
## factor(Crop)Grapes:Nitrogen -10.3712 42.1811 -0.246 0.8058
## factor(Crop)Jute:Nitrogen 14.4825 45.0278 0.322 0.7478
## factor(Crop)KidneyBeans:Nitrogen -20.3662 45.3260 -0.449 0.6532
## factor(Crop)Lentil:Nitrogen -8.7276 42.6406 -0.205 0.8378
## factor(Crop)Maize:Nitrogen -11.6927 43.1086 -0.271 0.7862
## factor(Crop)Mango:Nitrogen -10.5194 42.4233 -0.248 0.8042
## factor(Crop)MothBeans:Nitrogen -8.1552 44.2569 -0.184 0.8538
## factor(Crop)MungBean:Nitrogen -7.5855 43.8873 -0.173 0.8628
## factor(Crop)Muskmelon:Nitrogen -2.4101 42.6845 -0.056 0.9550
## factor(Crop)Orange:Nitrogen -0.3752 43.1277 -0.009 0.9931
## factor(Crop)Papaya:Nitrogen -6.1279 42.8069 -0.143 0.8862
## factor(Crop)PigeonPeas:Nitrogen 57.4866 43.3370 1.326 0.1848
## factor(Crop)Pomegranate:Nitrogen -52.4496 41.9471 -1.250 0.2113
## factor(Crop)Rice:Nitrogen -49.1509 43.1482 -1.139 0.2548
## factor(Crop)Watermelon:Nitrogen -49.5137 42.0239 -1.178 0.2388
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 3607 on 2150 degrees of freedom
## Multiple R-squared: 0.07612, Adjusted R-squared: 0.05507
## F-statistic: 3.615 on 49 and 2150 DF, p-value: 1.364e-15
##
##
##
## Model with interaction term: Phosphorus
##
## Call:
## lm(formula = formula, data = data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -5099 -1478 -675 705 114862
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) -215.4388 8219.6476 -0.026 0.979
## factor(Crop)Banana 3356.4776 8230.4289 0.408 0.683
## factor(Crop)Blackgram 1030.7985 8389.6352 0.123 0.902
## factor(Crop)ChickPea 1836.0399 7705.5763 0.238 0.812
## factor(Crop)Coconut 2625.2894 7495.4879 0.350 0.726
## factor(Crop)Coffee 1564.8228 7704.0306 0.203 0.839
## factor(Crop)Cotton 2216.5650 7928.8007 0.280 0.780
## factor(Crop)Grapes 1374.4693 8733.3682 0.157 0.875
## factor(Crop)Jute 1034.2827 7673.6318 0.135 0.893
## factor(Crop)KidneyBeans -994.6614 8387.5063 -0.119 0.906
## factor(Crop)Lentil 1515.7821 8330.6190 0.182 0.856
## factor(Crop)Maize 2253.5766 7975.7868 0.283 0.778
## factor(Crop)Mango 1484.8708 7635.1946 0.194 0.846
## factor(Crop)MothBeans 2612.3426 8027.8967 0.325 0.745
## factor(Crop)MungBean 3239.6758 7958.8784 0.407 0.684
## factor(Crop)Muskmelon 2685.5102 7296.3186 0.368 0.713
## factor(Crop)Orange 1405.4920 7837.2692 0.179 0.858
## factor(Crop)Papaya 970.6408 7819.9534 0.124 0.901
## factor(Crop)PigeonPeas 1308.9725 8425.3233 0.155 0.877
## factor(Crop)Pomegranate 1720.5002 7376.6295 0.233 0.816
## factor(Crop)Rice 4106.8423 7662.4553 0.536 0.592
## factor(Crop)Watermelon 2686.9090 7274.1562 0.369 0.712
## Phosphorus -21.2981 44.6284 -0.477 0.633
## Nitrogen -0.3468 6.5160 -0.053 0.958
## Potassium 23.2688 24.8835 0.935 0.350
## Temperature -31.5675 21.4972 -1.468 0.142
## Humidity -1.1651 19.3456 -0.060 0.952
## pH_Value 114.8489 125.8011 0.913 0.361
## Rainfall 2.4437 3.6967 0.661 0.509
## factor(Crop)Banana:Phosphorus -1.6121 65.0035 -0.025 0.980
## factor(Crop)Blackgram:Phosphorus 34.9204 67.5847 0.517 0.605
## factor(Crop)ChickPea:Phosphorus 1.2664 65.8871 0.019 0.985
## factor(Crop)Coconut:Phosphorus -20.2336 62.3153 -0.325 0.745
## factor(Crop)Coffee:Phosphorus 33.0124 67.1354 0.492 0.623
## factor(Crop)Cotton:Phosphorus -3.4520 66.5581 -0.052 0.959
## factor(Crop)Grapes:Phosphorus -1.1941 65.3545 -0.018 0.985
## factor(Crop)Jute:Phosphorus 15.9205 67.3489 0.236 0.813
## factor(Crop)KidneyBeans:Phosphorus 75.3841 65.5579 1.150 0.250
## factor(Crop)Lentil:Phosphorus 24.5901 66.6218 0.369 0.712
## factor(Crop)Maize:Phosphorus 16.5590 63.6102 0.260 0.795
## factor(Crop)Mango:Phosphorus 19.1517 65.1039 0.294 0.769
## factor(Crop)MothBeans:Phosphorus 29.5593 65.7641 0.449 0.653
## factor(Crop)MungBean:Phosphorus 7.5137 64.2032 0.117 0.907
## factor(Crop)Muskmelon:Phosphorus 3.0672 67.4496 0.045 0.964
## factor(Crop)Orange:Phosphorus 4.6946 65.0076 0.072 0.942
## factor(Crop)Papaya:Phosphorus 25.1615 68.1136 0.369 0.712
## factor(Crop)PigeonPeas:Phosphorus 74.6682 66.9323 1.116 0.265
## factor(Crop)Pomegranate:Phosphorus 64.7286 66.3777 0.975 0.330
## factor(Crop)Rice:Phosphorus 9.6103 64.0656 0.150 0.881
## factor(Crop)Watermelon:Phosphorus 44.8679 65.6956 0.683 0.495
##
## Residual standard error: 3612 on 2150 degrees of freedom
## Multiple R-squared: 0.07369, Adjusted R-squared: 0.05258
## F-statistic: 3.49 on 49 and 2150 DF, p-value: 1.092e-14
##
##
##
## Model with interaction term: Potassium
##
## Call:
## lm(formula = formula, data = data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -6126 -1449 -691 695 114269
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) -6.222e+03 2.199e+04 -0.283 0.7773
## factor(Crop)Banana 7.470e+03 2.249e+04 0.332 0.7398
## factor(Crop)Blackgram 1.170e+04 2.196e+04 0.533 0.5941
## factor(Crop)ChickPea 9.037e+03 2.364e+04 0.382 0.7023
## factor(Crop)Coconut 9.749e+03 2.219e+04 0.439 0.6604
## factor(Crop)Coffee 9.143e+03 2.216e+04 0.413 0.6799
## factor(Crop)Cotton 7.003e+03 2.198e+04 0.319 0.7500
## factor(Crop)Grapes -1.084e+03 3.115e+04 -0.035 0.9722
## factor(Crop)Jute 9.279e+03 2.229e+04 0.416 0.6772
## factor(Crop)KidneyBeans 7.542e+03 2.201e+04 0.343 0.7319
## factor(Crop)Lentil 8.577e+03 2.197e+04 0.390 0.6964
## factor(Crop)Maize 9.400e+03 2.200e+04 0.427 0.6693
## factor(Crop)Mango 7.539e+03 2.217e+04 0.340 0.7338
## factor(Crop)MothBeans 1.209e+04 2.201e+04 0.549 0.5828
## factor(Crop)MungBean 9.421e+03 2.198e+04 0.429 0.6683
## factor(Crop)Muskmelon 1.200e+04 2.262e+04 0.531 0.5956
## factor(Crop)Orange 8.067e+03 2.192e+04 0.368 0.7129
## factor(Crop)Papaya 1.026e+04 2.264e+04 0.453 0.6504
## factor(Crop)PigeonPeas 5.202e+03 2.202e+04 0.236 0.8133
## factor(Crop)Pomegranate 8.056e+03 2.239e+04 0.360 0.7191
## factor(Crop)Rice -2.690e+03 2.241e+04 -0.120 0.9045
## factor(Crop)Watermelon 5.100e+03 2.260e+04 0.226 0.8215
## Potassium 4.154e+01 1.091e+02 0.381 0.7033
## Nitrogen -6.251e-02 6.514e+00 -0.010 0.9923
## Phosphorus -1.526e+00 1.028e+01 -0.149 0.8819
## Temperature -3.034e+01 2.151e+01 -1.410 0.1586
## Humidity -3.573e+00 1.927e+01 -0.185 0.8529
## pH_Value 1.153e+02 1.255e+02 0.919 0.3583
## Rainfall 1.431e+00 3.701e+00 0.387 0.6990
## factor(Crop)Banana:Potassium -1.080e+01 1.529e+02 -0.071 0.9437
## factor(Crop)Blackgram:Potassium -1.986e+02 1.575e+02 -1.261 0.2073
## factor(Crop)ChickPea:Potassium -4.786e+01 1.558e+02 -0.307 0.7588
## factor(Crop)Coconut:Potassium -6.504e+01 1.627e+02 -0.400 0.6893
## factor(Crop)Coffee:Potassium -5.008e+01 1.564e+02 -0.320 0.7488
## factor(Crop)Cotton:Potassium -1.827e-01 1.579e+02 -0.001 0.9991
## factor(Crop)Grapes:Potassium 1.129e+01 1.557e+02 0.073 0.9422
## factor(Crop)Jute:Potassium -7.093e+01 1.544e+02 -0.459 0.6460
## factor(Crop)KidneyBeans:Potassium 4.916e+01 1.597e+02 0.308 0.7582
## factor(Crop)Lentil:Potassium -4.718e+01 1.636e+02 -0.288 0.7731
## factor(Crop)Maize:Potassium -7.412e+01 1.644e+02 -0.451 0.6522
## factor(Crop)Mango:Potassium -1.473e+01 1.599e+02 -0.092 0.9266
## factor(Crop)MothBeans:Potassium -1.599e+02 1.614e+02 -0.991 0.3220
## factor(Crop)MungBean:Potassium -4.563e+01 1.585e+02 -0.288 0.7734
## factor(Crop)Muskmelon:Potassium -8.670e+01 1.569e+02 -0.553 0.5805
## factor(Crop)Orange:Potassium -7.890e+01 1.613e+02 -0.489 0.6248
## factor(Crop)Papaya:Potassium -7.138e+01 1.607e+02 -0.444 0.6569
## factor(Crop)PigeonPeas:Potassium 2.802e+02 1.687e+02 1.661 0.0969 .
## factor(Crop)Pomegranate:Potassium 1.754e+00 1.616e+02 0.011 0.9913
## factor(Crop)Rice:Potassium 3.003e+02 1.644e+02 1.826 0.0679 .
## factor(Crop)Watermelon:Potassium 6.564e+01 1.556e+02 0.422 0.6731
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 3601 on 2150 degrees of freedom
## Multiple R-squared: 0.07913, Adjusted R-squared: 0.05815
## F-statistic: 3.771 on 49 and 2150 DF, p-value: < 2.2e-16
##
##
##
## Model with interaction term: Temperature
##
## Call:
## lm(formula = formula, data = data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -7621 -1439 -689 712 111544
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) -2.289e+03 1.147e+04 -0.200 0.8418
## factor(Crop)Banana 1.314e+03 1.276e+04 0.103 0.9179
## factor(Crop)Blackgram 3.690e+03 1.173e+04 0.314 0.7532
## factor(Crop)ChickPea -1.170e+03 1.211e+04 -0.097 0.9230
## factor(Crop)Coconut 6.520e+03 1.307e+04 0.499 0.6179
## factor(Crop)Coffee -2.481e+03 1.254e+04 -0.198 0.8431
## factor(Crop)Cotton -2.389e+03 1.336e+04 -0.179 0.8581
## factor(Crop)Grapes -3.200e+02 9.924e+03 -0.032 0.9743
## factor(Crop)Jute 3.356e+02 1.323e+04 0.025 0.9798
## factor(Crop)KidneyBeans 7.193e+03 1.143e+04 0.629 0.5291
## factor(Crop)Lentil 1.268e+03 1.136e+04 0.112 0.9111
## factor(Crop)Maize 4.021e+03 1.145e+04 0.351 0.7255
## factor(Crop)Mango 5.517e+03 1.176e+04 0.469 0.6391
## factor(Crop)MothBeans 6.161e+03 1.196e+04 0.515 0.6065
## factor(Crop)MungBean 1.296e+04 1.639e+04 0.791 0.4292
## factor(Crop)Muskmelon 8.426e+03 1.611e+04 0.523 0.6011
## factor(Crop)Orange 3.126e+03 1.123e+04 0.278 0.7808
## factor(Crop)Papaya 3.418e+03 1.086e+04 0.315 0.7529
## factor(Crop)PigeonPeas 7.542e+03 1.116e+04 0.676 0.4993
## factor(Crop)Pomegranate 6.387e+03 1.140e+04 0.560 0.5752
## factor(Crop)Rice 2.858e+04 1.161e+04 2.461 0.0139 *
## factor(Crop)Watermelon -4.211e+03 1.525e+04 -0.276 0.7825
## Temperature -6.164e+01 4.361e+02 -0.141 0.8876
## Nitrogen -1.003e-02 6.465e+00 -0.002 0.9988
## Phosphorus -2.922e-01 1.019e+01 -0.029 0.9771
## Potassium 2.311e+01 2.463e+01 0.938 0.3482
## Humidity 2.125e-01 1.919e+01 0.011 0.9912
## pH_Value 1.071e+02 1.248e+02 0.858 0.3908
## Rainfall 1.374e+00 3.659e+00 0.375 0.7074
## factor(Crop)Banana:Temperature 1.135e+02 5.039e+02 0.225 0.8219
## factor(Crop)Blackgram:Temperature 4.280e+01 4.562e+02 0.094 0.9253
## factor(Crop)ChickPea:Temperature 2.347e+02 5.345e+02 0.439 0.6607
## factor(Crop)Coconut:Temperature -5.813e+01 5.082e+02 -0.114 0.9089
## factor(Crop)Coffee:Temperature 2.876e+02 4.977e+02 0.578 0.5635
## factor(Crop)Cotton:Temperature 2.611e+02 5.394e+02 0.484 0.6284
## factor(Crop)Grapes:Temperature 6.611e+01 4.376e+02 0.151 0.8799
## factor(Crop)Jute:Temperature 1.360e+02 5.319e+02 0.256 0.7982
## factor(Crop)KidneyBeans:Temperature -8.512e+01 4.575e+02 -0.186 0.8524
## factor(Crop)Lentil:Temperature 1.352e+02 4.495e+02 0.301 0.7636
## factor(Crop)Maize:Temperature 3.532e+01 4.565e+02 0.077 0.9383
## factor(Crop)Mango:Temperature -3.187e+01 4.568e+02 -0.070 0.9444
## factor(Crop)MothBeans:Temperature -6.593e+00 4.656e+02 -0.014 0.9887
## factor(Crop)MungBean:Temperature -2.611e+02 6.111e+02 -0.427 0.6692
## factor(Crop)Muskmelon:Temperature -1.116e+02 6.044e+02 -0.185 0.8535
## factor(Crop)Orange:Temperature 3.553e+01 4.389e+02 0.081 0.9355
## factor(Crop)Papaya:Temperature 2.831e+01 4.398e+02 0.064 0.9487
## factor(Crop)PigeonPeas:Temperature 1.604e+01 4.407e+02 0.036 0.9710
## factor(Crop)Pomegranate:Temperature -4.922e+01 4.657e+02 -0.106 0.9158
## factor(Crop)Rice:Temperature -9.312e+02 4.708e+02 -1.978 0.0480 *
## factor(Crop)Watermelon:Temperature 3.950e+02 6.082e+02 0.650 0.5161
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 3586 on 2150 degrees of freedom
## Multiple R-squared: 0.08649, Adjusted R-squared: 0.06567
## F-statistic: 4.154 on 49 and 2150 DF, p-value: < 2.2e-16
##
##
##
## Model with interaction term: Humidity
##
## Call:
## lm(formula = formula, data = data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -5525 -1472 -686 719 114425
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) -6408.588 23497.353 -0.273 0.7851
## factor(Crop)Banana 16856.484 25452.735 0.662 0.5079
## factor(Crop)Blackgram -420.074 24796.317 -0.017 0.9865
## factor(Crop)ChickPea 8435.709 23399.419 0.361 0.7185
## factor(Crop)Coconut 5883.927 26687.069 0.220 0.8255
## factor(Crop)Coffee 10345.120 23614.504 0.438 0.6614
## factor(Crop)Cotton 8218.153 25234.349 0.326 0.7447
## factor(Crop)Grapes -3443.665 34134.897 -0.101 0.9197
## factor(Crop)Jute 5238.254 23842.599 0.220 0.8261
## factor(Crop)KidneyBeans 13583.897 23623.468 0.575 0.5653
## factor(Crop)Lentil 316.384 24641.183 0.013 0.9898
## factor(Crop)Maize 6528.627 23753.782 0.275 0.7835
## factor(Crop)Mango 5696.696 24266.335 0.235 0.8144
## factor(Crop)MothBeans 8828.786 23505.703 0.376 0.7072
## factor(Crop)MungBean 2283.401 25795.475 0.089 0.9295
## factor(Crop)Muskmelon -4639.043 32168.532 -0.144 0.8853
## factor(Crop)Orange -1953.049 33078.541 -0.059 0.9529
## factor(Crop)Papaya 16934.625 33084.365 0.512 0.6088
## factor(Crop)PigeonPeas 11467.485 23404.396 0.490 0.6242
## factor(Crop)Pomegranate 11093.737 26041.221 0.426 0.6701
## factor(Crop)Rice 68325.458 31472.451 2.171 0.0300 *
## factor(Crop)Watermelon 1436.586 25511.122 0.056 0.9551
## Humidity 30.157 248.417 0.121 0.9034
## Nitrogen -0.694 6.511 -0.107 0.9151
## Phosphorus -2.091 10.261 -0.204 0.8386
## Potassium 26.979 24.767 1.089 0.2761
## Temperature -32.660 21.497 -1.519 0.1288
## pH_Value 119.046 125.966 0.945 0.3447
## Rainfall 2.341 3.685 0.635 0.5253
## factor(Crop)Banana:Humidity -145.183 279.957 -0.519 0.6041
## factor(Crop)Blackgram:Humidity 101.612 280.183 0.363 0.7169
## factor(Crop)ChickPea:Humidity -144.446 326.599 -0.442 0.6583
## factor(Crop)Coconut:Humidity -8.297 282.720 -0.029 0.9766
## factor(Crop)Coffee:Humidity -69.555 256.037 -0.272 0.7859
## factor(Crop)Cotton:Humidity -42.375 275.370 -0.154 0.8777
## factor(Crop)Grapes:Humidity 61.269 396.257 0.155 0.8771
## factor(Crop)Jute:Humidity -9.588 257.014 -0.037 0.9702
## factor(Crop)KidneyBeans:Humidity -246.533 299.450 -0.823 0.4104
## factor(Crop)Lentil:Humidity 87.456 277.458 0.315 0.7526
## factor(Crop)Maize:Humidity -4.432 257.139 -0.017 0.9862
## factor(Crop)Mango:Humidity 6.467 280.979 0.023 0.9816
## factor(Crop)MothBeans:Humidity -23.544 253.742 -0.093 0.9261
## factor(Crop)MungBean:Humidity 45.146 279.079 0.162 0.8715
## factor(Crop)Muskmelon:Humidity 110.409 345.864 0.319 0.7496
## factor(Crop)Orange:Humidity 69.447 355.020 0.196 0.8449
## factor(Crop)Papaya:Humidity -134.829 356.347 -0.378 0.7052
## factor(Crop)PigeonPeas:Humidity -36.644 250.605 -0.146 0.8838
## factor(Crop)Pomegranate:Humidity -58.632 279.668 -0.210 0.8340
## factor(Crop)Rice:Humidity -743.333 356.875 -2.083 0.0374 *
## factor(Crop)Watermelon:Humidity 59.492 276.969 0.215 0.8299
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 3604 on 2150 degrees of freedom
## Multiple R-squared: 0.07753, Adjusted R-squared: 0.0565
## F-statistic: 3.688 on 49 and 2150 DF, p-value: 4.07e-16
##
##
##
## Model with interaction term: pH_Value
##
## Call:
## lm(formula = formula, data = data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -6085 -1486 -697 738 112991
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) -4649.8558 9621.6397 -0.483 0.629
## factor(Crop)Banana 1609.7206 11910.6196 0.135 0.893
## factor(Crop)Blackgram 5167.3208 11470.0523 0.451 0.652
## factor(Crop)ChickPea 8710.6543 9192.6531 0.948 0.343
## factor(Crop)Coconut 15200.2279 11766.3595 1.292 0.197
## factor(Crop)Coffee 9012.3882 10782.2260 0.836 0.403
## factor(Crop)Cotton 4925.0050 10006.7730 0.492 0.623
## factor(Crop)Grapes 4006.9747 10845.1226 0.369 0.712
## factor(Crop)Jute 950.4251 10423.3172 0.091 0.927
## factor(Crop)KidneyBeans 14408.8210 17090.4908 0.843 0.399
## factor(Crop)Lentil 7560.8009 10251.4635 0.738 0.461
## factor(Crop)Maize 9841.4565 10706.9559 0.919 0.358
## factor(Crop)Mango 4526.4198 9573.9624 0.473 0.636
## factor(Crop)MothBeans 8067.5908 9250.6365 0.872 0.383
## factor(Crop)MungBean 8401.0231 12498.1889 0.672 0.502
## factor(Crop)Muskmelon 16730.4337 13318.4606 1.256 0.209
## factor(Crop)Orange 6785.6834 10288.3470 0.660 0.510
## factor(Crop)Papaya -3149.9042 18767.7529 -0.168 0.867
## factor(Crop)PigeonPeas 9853.8811 9489.5688 1.038 0.299
## factor(Crop)Pomegranate 9478.5759 10169.0999 0.932 0.351
## factor(Crop)Rice -2358.0134 9418.0926 -0.250 0.802
## factor(Crop)Watermelon 4927.4504 12164.6124 0.405 0.685
## pH_Value 403.2362 1346.3064 0.300 0.765
## Nitrogen -0.5228 6.4947 -0.081 0.936
## Phosphorus -2.1433 10.2422 -0.209 0.834
## Potassium 23.1355 24.7349 0.935 0.350
## Temperature -30.9881 21.4842 -1.442 0.149
## Humidity 1.4173 19.2399 0.074 0.941
## Rainfall 1.8416 3.6656 0.502 0.615
## factor(Crop)Banana:pH_Value 437.2280 1897.6114 0.230 0.818
## factor(Crop)Blackgram:pH_Value -116.4559 1660.2796 -0.070 0.944
## factor(Crop)ChickPea:pH_Value -784.6988 1420.5770 -0.552 0.581
## factor(Crop)Coconut:pH_Value -1786.6507 1842.8029 -0.970 0.332
## factor(Crop)Coffee:pH_Value -680.8209 1602.5408 -0.425 0.671
## factor(Crop)Cotton:pH_Value -211.3863 1464.9307 -0.144 0.885
## factor(Crop)Grapes:pH_Value -462.2201 1813.6104 -0.255 0.799
## factor(Crop)Jute:pH_Value 345.9645 1572.5849 0.220 0.826
## factor(Crop)KidneyBeans:pH_Value -1535.2447 2833.3715 -0.542 0.588
## factor(Crop)Lentil:pH_Value -488.6212 1499.2728 -0.326 0.745
## factor(Crop)Maize:pH_Value -831.6718 1607.1225 -0.517 0.605
## factor(Crop)Mango:pH_Value -61.2583 1441.0096 -0.043 0.966
## factor(Crop)MothBeans:pH_Value -381.7294 1360.1574 -0.281 0.779
## factor(Crop)MungBean:pH_Value -508.3711 1846.2813 -0.275 0.783
## factor(Crop)Muskmelon:pH_Value -1878.5385 2063.7040 -0.910 0.363
## factor(Crop)Orange:pH_Value -482.9185 1485.5119 -0.325 0.745
## factor(Crop)Papaya:pH_Value 1009.9712 2802.2621 0.360 0.719
## factor(Crop)PigeonPeas:pH_Value -356.4597 1415.4252 -0.252 0.801
## factor(Crop)Pomegranate:pH_Value -699.1914 1534.3730 -0.456 0.649
## factor(Crop)Rice:pH_Value 1327.1394 1426.2138 0.931 0.352
## factor(Crop)Watermelon:pH_Value 88.9369 1861.8630 0.048 0.962
##
## Residual standard error: 3601 on 2150 degrees of freedom
## Multiple R-squared: 0.07907, Adjusted R-squared: 0.05808
## F-statistic: 3.767 on 49 and 2150 DF, p-value: < 2.2e-16
##
##
##
## Model with interaction term: Rainfall
##
## Call:
## lm(formula = formula, data = data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -5396 -1487 -697 710 114543
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) -3487.0341 8110.0157 -0.430 0.667
## factor(Crop)Banana 6409.6054 8103.8402 0.791 0.429
## factor(Crop)Blackgram 9310.0133 9516.5613 0.978 0.328
## factor(Crop)ChickPea 5554.5547 7696.8466 0.722 0.471
## factor(Crop)Coconut 8627.8749 7663.3756 1.126 0.260
## factor(Crop)Coffee 4730.3193 7616.8315 0.621 0.535
## factor(Crop)Cotton 2474.0127 7958.3697 0.311 0.756
## factor(Crop)Grapes -2550.3438 10347.5316 -0.246 0.805
## factor(Crop)Jute 1807.9995 8287.7735 0.218 0.827
## factor(Crop)KidneyBeans 6832.6216 7672.2396 0.891 0.373
## factor(Crop)Lentil 9425.6327 8033.1294 1.173 0.241
## factor(Crop)Maize 5662.3855 7716.5245 0.734 0.463
## factor(Crop)Mango 12757.6292 12654.8315 1.008 0.314
## factor(Crop)MothBeans 6353.9335 7596.8712 0.836 0.403
## factor(Crop)MungBean 6631.0046 7881.9461 0.841 0.400
## factor(Crop)Muskmelon 4511.6012 7721.8684 0.584 0.559
## factor(Crop)Orange 2117.4162 10521.3251 0.201 0.841
## factor(Crop)Papaya 4817.8166 7019.9902 0.686 0.493
## factor(Crop)PigeonPeas 8182.9305 7629.4926 1.073 0.284
## factor(Crop)Pomegranate -5937.3842 15390.7816 -0.386 0.700
## factor(Crop)Rice 3650.5124 7614.3695 0.479 0.632
## factor(Crop)Watermelon 4558.2150 7731.8228 0.590 0.556
## Rainfall 7.4649 51.0893 0.146 0.884
## Nitrogen -0.7097 6.5122 -0.109 0.913
## Phosphorus -1.4503 10.3086 -0.141 0.888
## Potassium 23.6959 24.8297 0.954 0.340
## Temperature -33.7557 21.6000 -1.563 0.118
## Humidity -0.8175 19.3265 -0.042 0.966
## pH_Value 111.7397 126.5076 0.883 0.377
## factor(Crop)Banana:Rainfall -19.1274 64.0881 -0.298 0.765
## factor(Crop)Blackgram:Rainfall -62.7553 100.6531 -0.623 0.533
## factor(Crop)ChickPea:Rainfall -25.8545 68.4963 -0.377 0.706
## factor(Crop)Coconut:Rainfall -24.1978 52.5642 -0.460 0.645
## factor(Crop)Coffee:Rainfall -1.4473 52.9796 -0.027 0.978
## factor(Crop)Cotton:Rainfall 20.0711 60.4618 0.332 0.740
## factor(Crop)Grapes:Rainfall 57.8007 133.5045 0.433 0.665
## factor(Crop)Jute:Rainfall 8.5553 56.4728 0.151 0.880
## factor(Crop)KidneyBeans:Rainfall -12.1155 52.9167 -0.229 0.819
## factor(Crop)Lentil:Rainfall -98.3413 82.2254 -1.196 0.232
## factor(Crop)Maize:Rainfall -7.7461 56.1854 -0.138 0.890
## factor(Crop)Mango:Rainfall -89.0383 120.0614 -0.742 0.458
## factor(Crop)MothBeans:Rainfall -3.8522 57.5786 -0.067 0.947
## factor(Crop)MungBean:Rainfall -18.4531 72.2596 -0.255 0.798
## factor(Crop)Muskmelon:Rainfall 44.1306 140.3732 0.314 0.753
## factor(Crop)Orange:Rainfall 16.2624 81.6158 0.199 0.842
## factor(Crop)Papaya:Rainfall -6.4406 51.3943 -0.125 0.900
## factor(Crop)PigeonPeas:Rainfall -3.8738 52.2527 -0.074 0.941
## factor(Crop)Pomegranate:Rainfall 104.6903 135.4360 0.773 0.440
## factor(Crop)Rice:Rainfall 8.9341 52.1837 0.171 0.864
## factor(Crop)Watermelon:Rainfall 32.1316 80.2367 0.400 0.689
##
## Residual standard error: 3608 on 2150 degrees of freedom
## Multiple R-squared: 0.07569, Adjusted R-squared: 0.05462
## F-statistic: 3.593 on 49 and 2150 DF, p-value: 1.989e-15b模型配適完後逐步篩選:
b <- list()
aic_values <- numeric(length(variables))
for (i in seq_along(variables)) {
var <- variables[i]
formula <- as.formula(paste("Yield ~ factor(Crop) *", var, "+", paste(variables[variables != var], collapse = " + ")))
model <- lm(formula, data = data)
b[[var]] <- summary(model)
aic_values[i] <- AIC(model)
}
best_model_index <- which.min(aic_values)
best_model_var <- variables[best_model_index]
cat("Best model with interaction term:", best_model_var, "\n")## Best model with interaction term: Temperatureprint(b[[best_model_var]])##
## Call:
## lm(formula = formula, data = data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -7621 -1439 -689 712 111544
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) -2.289e+03 1.147e+04 -0.200 0.8418
## factor(Crop)Banana 1.314e+03 1.276e+04 0.103 0.9179
## factor(Crop)Blackgram 3.690e+03 1.173e+04 0.314 0.7532
## factor(Crop)ChickPea -1.170e+03 1.211e+04 -0.097 0.9230
## factor(Crop)Coconut 6.520e+03 1.307e+04 0.499 0.6179
## factor(Crop)Coffee -2.481e+03 1.254e+04 -0.198 0.8431
## factor(Crop)Cotton -2.389e+03 1.336e+04 -0.179 0.8581
## factor(Crop)Grapes -3.200e+02 9.924e+03 -0.032 0.9743
## factor(Crop)Jute 3.356e+02 1.323e+04 0.025 0.9798
## factor(Crop)KidneyBeans 7.193e+03 1.143e+04 0.629 0.5291
## factor(Crop)Lentil 1.268e+03 1.136e+04 0.112 0.9111
## factor(Crop)Maize 4.021e+03 1.145e+04 0.351 0.7255
## factor(Crop)Mango 5.517e+03 1.176e+04 0.469 0.6391
## factor(Crop)MothBeans 6.161e+03 1.196e+04 0.515 0.6065
## factor(Crop)MungBean 1.296e+04 1.639e+04 0.791 0.4292
## factor(Crop)Muskmelon 8.426e+03 1.611e+04 0.523 0.6011
## factor(Crop)Orange 3.126e+03 1.123e+04 0.278 0.7808
## factor(Crop)Papaya 3.418e+03 1.086e+04 0.315 0.7529
## factor(Crop)PigeonPeas 7.542e+03 1.116e+04 0.676 0.4993
## factor(Crop)Pomegranate 6.387e+03 1.140e+04 0.560 0.5752
## factor(Crop)Rice 2.858e+04 1.161e+04 2.461 0.0139 *
## factor(Crop)Watermelon -4.211e+03 1.525e+04 -0.276 0.7825
## Temperature -6.164e+01 4.361e+02 -0.141 0.8876
## Nitrogen -1.003e-02 6.465e+00 -0.002 0.9988
## Phosphorus -2.922e-01 1.019e+01 -0.029 0.9771
## Potassium 2.311e+01 2.463e+01 0.938 0.3482
## Humidity 2.125e-01 1.919e+01 0.011 0.9912
## pH_Value 1.071e+02 1.248e+02 0.858 0.3908
## Rainfall 1.374e+00 3.659e+00 0.375 0.7074
## factor(Crop)Banana:Temperature 1.135e+02 5.039e+02 0.225 0.8219
## factor(Crop)Blackgram:Temperature 4.280e+01 4.562e+02 0.094 0.9253
## factor(Crop)ChickPea:Temperature 2.347e+02 5.345e+02 0.439 0.6607
## factor(Crop)Coconut:Temperature -5.813e+01 5.082e+02 -0.114 0.9089
## factor(Crop)Coffee:Temperature 2.876e+02 4.977e+02 0.578 0.5635
## factor(Crop)Cotton:Temperature 2.611e+02 5.394e+02 0.484 0.6284
## factor(Crop)Grapes:Temperature 6.611e+01 4.376e+02 0.151 0.8799
## factor(Crop)Jute:Temperature 1.360e+02 5.319e+02 0.256 0.7982
## factor(Crop)KidneyBeans:Temperature -8.512e+01 4.575e+02 -0.186 0.8524
## factor(Crop)Lentil:Temperature 1.352e+02 4.495e+02 0.301 0.7636
## factor(Crop)Maize:Temperature 3.532e+01 4.565e+02 0.077 0.9383
## factor(Crop)Mango:Temperature -3.187e+01 4.568e+02 -0.070 0.9444
## factor(Crop)MothBeans:Temperature -6.593e+00 4.656e+02 -0.014 0.9887
## factor(Crop)MungBean:Temperature -2.611e+02 6.111e+02 -0.427 0.6692
## factor(Crop)Muskmelon:Temperature -1.116e+02 6.044e+02 -0.185 0.8535
## factor(Crop)Orange:Temperature 3.553e+01 4.389e+02 0.081 0.9355
## factor(Crop)Papaya:Temperature 2.831e+01 4.398e+02 0.064 0.9487
## factor(Crop)PigeonPeas:Temperature 1.604e+01 4.407e+02 0.036 0.9710
## factor(Crop)Pomegranate:Temperature -4.922e+01 4.657e+02 -0.106 0.9158
## factor(Crop)Rice:Temperature -9.312e+02 4.708e+02 -1.978 0.0480 *
## factor(Crop)Watermelon:Temperature 3.950e+02 6.082e+02 0.650 0.5161
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 3586 on 2150 degrees of freedom
## Multiple R-squared: 0.08649, Adjusted R-squared: 0.06567
## F-statistic: 4.154 on 49 and 2150 DF, p-value: < 2.2e-16★做相關矩陣圖:
correlation_matrix <- cor(data[, c("Nitrogen", "Phosphorus", "Potassium", "Temperature", "Humidity", "pH_Value", "Rainfall")])
print(correlation_matrix)## Nitrogen Phosphorus Potassium Temperature Humidity
## Nitrogen 1.00000000 -0.23145958 -0.14051184 0.02650380 0.190688379
## Phosphorus -0.23145958 1.00000000 0.73623222 -0.12754113 -0.118734116
## Potassium -0.14051184 0.73623222 1.00000000 -0.16038713 0.190858861
## Temperature 0.02650380 -0.12754113 -0.16038713 1.00000000 0.205319677
## Humidity 0.19068838 -0.11873412 0.19085886 0.20531968 1.000000000
## pH_Value 0.09668285 -0.13801889 -0.16950310 -0.01779502 -0.008482539
## Rainfall 0.05902022 -0.06383905 -0.05346135 -0.03008378 0.094423053
## pH_Value Rainfall
## Nitrogen 0.096682846 0.05902022
## Phosphorus -0.138018893 -0.06383905
## Potassium -0.169503098 -0.05346135
## Temperature -0.017795017 -0.03008378
## Humidity -0.008482539 0.09442305
## pH_Value 1.000000000 -0.10906948
## Rainfall -0.109069484 1.00000000★每個變量與自身的相關係數為1，這是因為它們是同一個變量，因此自相關係數為最大值。
★在其他情況下，相關係數接近於0，這表明變量之間沒有線性相關性。
★這意味著各個變量之間的相關性較低，沒有明顯的線性關係。
計算VIF值(是否有共線性):
VIF <- vif(lm(Yield ~ Nitrogen + Phosphorus + Potassium + Temperature + Humidity + pH_Value + Rainfall, data = data))
print(VIF)## Nitrogen Phosphorus Potassium Temperature Humidity pH_Value
## 1.097026 2.630465 2.797118 1.111104 1.368986 1.055803
## Rainfall
## 1.037426★所有的VIF值都接近於1，這意味著每個自變量與其他自變量之間沒有明顯的共線性問題。
★通常情況下，VIF值小於10被認為是可以接受的，因此我們的結果表明，各個自變量之間沒有嚴重的共線性。
綜上所述，根據方差膨脹因子的結果，我們可以得出結論：在這組數據中，變量之間沒有明顯的共線性問題。
★繪製不同作物的殘差圖:
options(repr.plot.width=15, repr.plot.height=15)
n <- length(unique(data$Crop))
ncol <- 4
nrow <- ceiling(n / ncol)
par(mfrow=c(nrow, ncol), mar=c(2, 2, 2, 1))
for (crop in names(best_crop_models)) {
crop_data <- subset(data, Crop == crop)
initial_formula <- as.formula(paste("Yield ~", variables[1], sep = ""))
initial_model <- lm(initial_formula, data = crop_data)
step_model <- best_crop_models[[crop]]
residuals <- residuals(step_model)
plot.new()
plot(crop_data[[variables[1]]], residuals, main = paste("Residuals vs", variables[1], "for", crop), xlab = variables[1], ylab = "Residuals")
}
a模型檢定殘差是否具常態性:
par(mfrow = c(2, 4))
qq_plot <- function(residuals) {
qqnorm(residuals)
qqline(residuals)
}
for (var in variables) {
formula <- as.formula(paste("Yield ~ factor(Crop) *", var))
model <- lm(formula, data = data)
residuals <- residuals(model)
cat("Q-Q plot for residuals of", var, "\n")
qq_plot(residuals)
}## Q-Q plot for residuals of Nitrogen## Q-Q plot for residuals of Phosphorus## Q-Q plot for residuals of Potassium## Q-Q plot for residuals of Temperature## Q-Q plot for residuals of Humidity## Q-Q plot for residuals of pH_Value## Q-Q plot for residuals of Rainfallfor (var in variables) {
formula <- as.formula(paste("Yield ~ factor(Crop) *", var))
model <- lm(formula, data = data)
residuals <- residuals(model)
cat("Shapiro-Wilk test for residuals of", var, "\n")
shapiro_test_result <- shapiro.test(residuals)
print(shapiro_test_result)
cat("\n")
}## Shapiro-Wilk test for residuals of Nitrogen
##
## Shapiro-Wilk normality test
##
## data: residuals
## W = 0.46698, p-value < 2.2e-16
##
##
## Shapiro-Wilk test for residuals of Phosphorus
##
## Shapiro-Wilk normality test
##
## data: residuals
## W = 0.46416, p-value < 2.2e-16
##
##
## Shapiro-Wilk test for residuals of Potassium
##
## Shapiro-Wilk normality test
##
## data: residuals
## W = 0.46915, p-value < 2.2e-16
##
##
## Shapiro-Wilk test for residuals of Temperature
##
## Shapiro-Wilk normality test
##
## data: residuals
## W = 0.48512, p-value < 2.2e-16
##
##
## Shapiro-Wilk test for residuals of Humidity
##
## Shapiro-Wilk normality test
##
## data: residuals
## W = 0.46417, p-value < 2.2e-16
##
##
## Shapiro-Wilk test for residuals of pH_Value
##
## Shapiro-Wilk normality test
##
## data: residuals
## W = 0.47414, p-value < 2.2e-16
##
##
## Shapiro-Wilk test for residuals of Rainfall
##
## Shapiro-Wilk normality test
##
## data: residuals
## W = 0.46583, p-value < 2.2e-16
p 值小於顯著性水平0.05，得出殘差不符合常態分佈的假設
b模型檢定殘差是否具常態性:
par(mfrow = c(2, 4))
qq_plot <- function(residuals) {
qqnorm(residuals)
qqline(residuals)
}
for (var in variables) {
formula <- as.formula(paste("Yield ~ factor(Crop) *", var))
model <- lm(formula, data = data)
residuals <- residuals(model)
plot.new()
qq_plot(residuals)
title(main = paste("Q-Q plot for residuals of", var))
}
for (var in variables) {
formula <- as.formula(paste("Yield ~ factor(Crop) *", var))
model <- lm(formula, data = data)
residuals <- residuals(model)
cat("Shapiro-Wilk test for residuals of", var, "\n")
shapiro_test_result <- shapiro.test(residuals)
print(shapiro_test_result)
cat("\n")
}## Shapiro-Wilk test for residuals of Nitrogen
##
## Shapiro-Wilk normality test
##
## data: residuals
## W = 0.46698, p-value < 2.2e-16
##
##
## Shapiro-Wilk test for residuals of Phosphorus
##
## Shapiro-Wilk normality test
##
## data: residuals
## W = 0.46416, p-value < 2.2e-16
##
##
## Shapiro-Wilk test for residuals of Potassium
##
## Shapiro-Wilk normality test
##
## data: residuals
## W = 0.46915, p-value < 2.2e-16
##
##
## Shapiro-Wilk test for residuals of Temperature
##
## Shapiro-Wilk normality test
##
## data: residuals
## W = 0.48512, p-value < 2.2e-16
##
##
## Shapiro-Wilk test for residuals of Humidity
##
## Shapiro-Wilk normality test
##
## data: residuals
## W = 0.46417, p-value < 2.2e-16
##
##
## Shapiro-Wilk test for residuals of pH_Value
##
## Shapiro-Wilk normality test
##
## data: residuals
## W = 0.47414, p-value < 2.2e-16
##
##
## Shapiro-Wilk test for residuals of Rainfall
##
## Shapiro-Wilk normality test
##
## data: residuals
## W = 0.46583, p-value < 2.2e-16p 值小於顯著性水平0.05，得出殘差不符合常態分佈的假設
a模型檢定殘差是否具一階自我相關:
library(lmtest)## 載入需要的套件：zoo##
## 載入套件：'zoo'## 下列物件被遮斷自 'package:base':
##
## as.Date, as.Date.numericdw_test_results <- list()
for (var in variables) {
cat("Durbin-Watson test for residuals of", var, "\n")
dw_test_result <- dwtest(lm(formula = as.formula(paste("Yield ~ factor(Crop) *", var)), data = data))
print(dw_test_result)
cat("\n")
}## Durbin-Watson test for residuals of Nitrogen
##
## Durbin-Watson test
##
## data: lm(formula = as.formula(paste("Yield ~ factor(Crop) *", var)), data = data)
## DW = 1.8015, p-value = 1.58e-07
## alternative hypothesis: true autocorrelation is greater than 0
##
##
## Durbin-Watson test for residuals of Phosphorus
##
## Durbin-Watson test
##
## data: lm(formula = as.formula(paste("Yield ~ factor(Crop) *", var)), data = data)
## DW = 1.8076, p-value = 2.988e-07
## alternative hypothesis: true autocorrelation is greater than 0
##
##
## Durbin-Watson test for residuals of Potassium
##
## Durbin-Watson test
##
## data: lm(formula = as.formula(paste("Yield ~ factor(Crop) *", var)), data = data)
## DW = 1.8107, p-value = 4.999e-07
## alternative hypothesis: true autocorrelation is greater than 0
##
##
## Durbin-Watson test for residuals of Temperature
##
## Durbin-Watson test
##
## data: lm(formula = as.formula(paste("Yield ~ factor(Crop) *", var)), data = data)
## DW = 1.7784, p-value = 7.854e-09
## alternative hypothesis: true autocorrelation is greater than 0
##
##
## Durbin-Watson test for residuals of Humidity
##
## Durbin-Watson test
##
## data: lm(formula = as.formula(paste("Yield ~ factor(Crop) *", var)), data = data)
## DW = 1.8116, p-value = 5.522e-07
## alternative hypothesis: true autocorrelation is greater than 0
##
##
## Durbin-Watson test for residuals of pH_Value
##
## Durbin-Watson test
##
## data: lm(formula = as.formula(paste("Yield ~ factor(Crop) *", var)), data = data)
## DW = 1.8111, p-value = 5.083e-07
## alternative hypothesis: true autocorrelation is greater than 0
##
##
## Durbin-Watson test for residuals of Rainfall
##
## Durbin-Watson test
##
## data: lm(formula = as.formula(paste("Yield ~ factor(Crop) *", var)), data = data)
## DW = 1.8045, p-value = 2.341e-07
## alternative hypothesis: true autocorrelation is greater than 0p 值小於顯著性水平0.05，得出不具一階自我相關
b模型檢定殘差是否具一階自我相關:
for (var in variables) {
cat("Durbin-Watson test for residuals of", var, "\n")
dw_test_result <- dwtest(lm(formula = as.formula(paste("Yield ~ factor(Crop) *", var)), data = data))
print(dw_test_result)
cat("\n")
dw_test_results[[var]] <- dw_test_result
}## Durbin-Watson test for residuals of Nitrogen
##
## Durbin-Watson test
##
## data: lm(formula = as.formula(paste("Yield ~ factor(Crop) *", var)), data = data)
## DW = 1.8015, p-value = 1.58e-07
## alternative hypothesis: true autocorrelation is greater than 0
##
##
## Durbin-Watson test for residuals of Phosphorus
##
## Durbin-Watson test
##
## data: lm(formula = as.formula(paste("Yield ~ factor(Crop) *", var)), data = data)
## DW = 1.8076, p-value = 2.988e-07
## alternative hypothesis: true autocorrelation is greater than 0
##
##
## Durbin-Watson test for residuals of Potassium
##
## Durbin-Watson test
##
## data: lm(formula = as.formula(paste("Yield ~ factor(Crop) *", var)), data = data)
## DW = 1.8107, p-value = 4.999e-07
## alternative hypothesis: true autocorrelation is greater than 0
##
##
## Durbin-Watson test for residuals of Temperature
##
## Durbin-Watson test
##
## data: lm(formula = as.formula(paste("Yield ~ factor(Crop) *", var)), data = data)
## DW = 1.7784, p-value = 7.854e-09
## alternative hypothesis: true autocorrelation is greater than 0
##
##
## Durbin-Watson test for residuals of Humidity
##
## Durbin-Watson test
##
## data: lm(formula = as.formula(paste("Yield ~ factor(Crop) *", var)), data = data)
## DW = 1.8116, p-value = 5.522e-07
## alternative hypothesis: true autocorrelation is greater than 0
##
##
## Durbin-Watson test for residuals of pH_Value
##
## Durbin-Watson test
##
## data: lm(formula = as.formula(paste("Yield ~ factor(Crop) *", var)), data = data)
## DW = 1.8111, p-value = 5.083e-07
## alternative hypothesis: true autocorrelation is greater than 0
##
##
## Durbin-Watson test for residuals of Rainfall
##
## Durbin-Watson test
##
## data: lm(formula = as.formula(paste("Yield ~ factor(Crop) *", var)), data = data)
## DW = 1.8045, p-value = 2.341e-07
## alternative hypothesis: true autocorrelation is greater than 0p 值小於顯著性水平0.05，得出不具一階自我相關
a模型均齊性變異數檢定:
ncv_test_results <- list()
for (var in variables) {
cat("Non-constant variance test for residuals of", var, "\n")
model <- lm(formula = as.formula(paste("Yield ~ factor(Crop) *", var)), data = data)
ncv_test_result <- ncvTest(model)
print(ncv_test_result)
ncv_test_results[[var]] <- ncv_test_result
cat("\n")
}## Non-constant variance test for residuals of Nitrogen
## Non-constant Variance Score Test
## Variance formula: ~ fitted.values
## Chisquare = 2526.215, Df = 1, p = < 2.22e-16
##
## Non-constant variance test for residuals of Phosphorus
## Non-constant Variance Score Test
## Variance formula: ~ fitted.values
## Chisquare = 2460.889, Df = 1, p = < 2.22e-16
##
## Non-constant variance test for residuals of Potassium
## Non-constant Variance Score Test
## Variance formula: ~ fitted.values
## Chisquare = 3495.123, Df = 1, p = < 2.22e-16
##
## Non-constant variance test for residuals of Temperature
## Non-constant Variance Score Test
## Variance formula: ~ fitted.values
## Chisquare = 8843.399, Df = 1, p = < 2.22e-16
##
## Non-constant variance test for residuals of Humidity
## Non-constant Variance Score Test
## Variance formula: ~ fitted.values
## Chisquare = 2928.997, Df = 1, p = < 2.22e-16
##
## Non-constant variance test for residuals of pH_Value
## Non-constant Variance Score Test
## Variance formula: ~ fitted.values
## Chisquare = 5800.294, Df = 1, p = < 2.22e-16
##
## Non-constant variance test for residuals of Rainfall
## Non-constant Variance Score Test
## Variance formula: ~ fitted.values
## Chisquare = 2943.971, Df = 1, p = < 2.22e-16b模型均齊性變異數檢定:
ncv_test_results <- list()
for (var in variables) {
cat("Non-constant variance test for residuals of", var, "\n")
model <- lm(formula = as.formula(paste("Yield ~ factor(Crop) *", var)), data = data)
ncv_test_result <- ncvTest(model)
print(ncv_test_result)
ncv_test_results[[var]] <- ncv_test_result
cat("\n")
}## Non-constant variance test for residuals of Nitrogen
## Non-constant Variance Score Test
## Variance formula: ~ fitted.values
## Chisquare = 2526.215, Df = 1, p = < 2.22e-16
##
## Non-constant variance test for residuals of Phosphorus
## Non-constant Variance Score Test
## Variance formula: ~ fitted.values
## Chisquare = 2460.889, Df = 1, p = < 2.22e-16
##
## Non-constant variance test for residuals of Potassium
## Non-constant Variance Score Test
## Variance formula: ~ fitted.values
## Chisquare = 3495.123, Df = 1, p = < 2.22e-16
##
## Non-constant variance test for residuals of Temperature
## Non-constant Variance Score Test
## Variance formula: ~ fitted.values
## Chisquare = 8843.399, Df = 1, p = < 2.22e-16
##
## Non-constant variance test for residuals of Humidity
## Non-constant Variance Score Test
## Variance formula: ~ fitted.values
## Chisquare = 2928.997, Df = 1, p = < 2.22e-16
##
## Non-constant variance test for residuals of pH_Value
## Non-constant Variance Score Test
## Variance formula: ~ fitted.values
## Chisquare = 5800.294, Df = 1, p = < 2.22e-16
##
## Non-constant variance test for residuals of Rainfall
## Non-constant Variance Score Test
## Variance formula: ~ fitted.values
## Chisquare = 2943.971, Df = 1, p = < 2.22e-16檢驗a模型是否有離群值或影響點:
outlier_test_results <- list()
for (var in variables) {
model <- lm(formula = as.formula(paste("Yield ~ factor(Crop) *", var)), data = data)
outlier_test_result <- outlierTest(model)
outlier_test_results[[var]] <- outlier_test_result
cat("Outlier test for variable:", var, "\n")
print(outlier_test_result)
cat("\n\n")
}## Outlier test for variable: Nitrogen
## rstudent unadjusted p-value Bonferroni p
## 5 44.466950 5.4531e-307 1.1997e-303
## 1807 7.502947 9.0713e-14 1.9957e-10
## 461 7.492897 9.7748e-14 2.1505e-10
## 446 6.711438 2.4558e-11 5.4027e-08
## 942 6.359175 2.4690e-10 5.4318e-07
## 484 6.060749 1.5950e-09 3.5089e-06
## 87 4.940309 8.4001e-07 1.8480e-03
## 464 4.744780 2.2242e-06 4.8932e-03
## 328 4.728001 2.4140e-06 5.3108e-03
## 452 4.486088 7.6358e-06 1.6799e-02
##
##
## Outlier test for variable: Phosphorus
## rstudent unadjusted p-value Bonferroni p
## 5 44.577401 4.2040e-308 9.2489e-305
## 461 7.600594 4.3690e-14 9.6118e-11
## 1807 7.395545 2.0059e-13 4.4129e-10
## 446 6.658996 3.4878e-11 7.6731e-08
## 484 6.563908 6.5465e-11 1.4402e-07
## 942 6.413703 1.7403e-10 3.8286e-07
## 87 4.903335 1.0126e-06 2.2277e-03
## 328 4.597486 4.5238e-06 9.9524e-03
## 464 4.514580 6.6863e-06 1.4710e-02
## 452 4.465177 8.4134e-06 1.8510e-02
##
##
## Outlier test for variable: Potassium
## rstudent unadjusted p-value Bonferroni p
## 5 44.371165 5.0320e-306 1.1070e-302
## 1807 7.484518 1.0402e-13 2.2885e-10
## 461 7.425695 1.6070e-13 3.5354e-10
## 942 6.499154 1.0004e-10 2.2009e-07
## 484 6.462017 1.2736e-10 2.8019e-07
## 446 6.421226 1.6579e-10 3.6474e-07
## 87 5.119409 3.3368e-07 7.3411e-04
## 328 4.684916 2.9754e-06 6.5459e-03
## 452 4.580060 4.9136e-06 1.0810e-02
## 86 4.337888 1.5050e-05 3.3109e-02
##
##
## Outlier test for variable: Temperature
## rstudent unadjusted p-value Bonferroni p
## 5 43.754978 8.0883e-300 1.7794e-296
## 461 7.707870 1.9386e-14 4.2649e-11
## 1807 7.505807 8.8803e-14 1.9537e-10
## 446 6.851618 9.4955e-12 2.0890e-08
## 942 6.504563 9.6572e-11 2.1246e-07
## 484 6.385723 2.0831e-10 4.5829e-07
## 88 4.979667 6.8753e-07 1.5126e-03
## 87 4.834103 1.4319e-06 3.1501e-03
## 328 4.644134 3.6208e-06 7.9658e-03
## 464 4.610709 4.2480e-06 9.3456e-03
##
##
## Outlier test for variable: Humidity
## rstudent unadjusted p-value Bonferroni p
## 5 44.327701 1.3792e-305 3.0343e-302
## 461 7.705876 1.9683e-14 4.3302e-11
## 1807 7.489438 1.0029e-13 2.2064e-10
## 446 6.756036 1.8186e-11 4.0010e-08
## 942 6.551413 7.1069e-11 1.5635e-07
## 484 6.324076 3.0880e-10 6.7935e-07
## 87 4.762989 2.0344e-06 4.4757e-03
## 464 4.650679 3.5089e-06 7.7195e-03
## 328 4.597920 4.5145e-06 9.9318e-03
## 452 4.569638 5.1619e-06 1.1356e-02
##
##
## Outlier test for variable: pH_Value
## rstudent unadjusted p-value Bonferroni p
## 5 44.196423 2.8984e-304 6.3764e-301
## 461 7.774727 1.1621e-14 2.5567e-11
## 1807 7.396058 1.9983e-13 4.3964e-10
## 446 6.845234 9.9194e-12 2.1823e-08
## 942 6.532500 8.0454e-11 1.7700e-07
## 484 6.350131 2.6158e-10 5.7547e-07
## 87 5.666037 1.6571e-08 3.6456e-05
## 328 4.703729 2.7164e-06 5.9760e-03
## 88 4.680879 3.0340e-06 6.6748e-03
## 464 4.634868 3.7852e-06 8.3273e-03
##
##
## Outlier test for variable: Rainfall
## rstudent unadjusted p-value Bonferroni p
## 5 44.435407 1.1336e-306 2.4940e-303
## 461 7.701612 2.0333e-14 4.4732e-11
## 1807 7.370696 2.4065e-13 5.2944e-10
## 446 6.941349 5.1199e-12 1.1264e-08
## 942 6.604862 4.9966e-11 1.0993e-07
## 484 6.307752 3.4252e-10 7.5355e-07
## 87 4.887332 1.0975e-06 2.4144e-03
## 88 4.733075 2.3550e-06 5.1810e-03
## 328 4.708039 2.6601e-06 5.8523e-03
## 464 4.675715 3.1106e-06 6.8432e-03對於大多數作物，離群值檢驗顯示了具有顯著離群值的觀測值。這些觀測值的 rstudent 值較大，未調整的 p 值和 Bonferroni p 值都很小，表明它們與模型的殘差之間存在顯著的差異。
對於一些作物，離群值檢驗沒有顯示出具有顯著離群值的觀測值。在這種情況下，最大的學生化殘差值仍然被提供，但未調整的 p 值和 Bonferroni p 值都高於 0.05，表明沒有觀測值被識別為離群值。
檢驗b模型是否有離群值或影響點:
outlier_test_results <- list()
for (var in variables) {
model <- lm(formula = as.formula(paste("Yield ~ factor(Crop) *", var)), data = data)
outlier_test_result <- outlierTest(model)
outlier_test_results[[var]] <- outlier_test_result
cat("Outlier test for variable:", var, "\n")
print(outlier_test_result)
cat("\n\n")
}## Outlier test for variable: Nitrogen
## rstudent unadjusted p-value Bonferroni p
## 5 44.466950 5.4531e-307 1.1997e-303
## 1807 7.502947 9.0713e-14 1.9957e-10
## 461 7.492897 9.7748e-14 2.1505e-10
## 446 6.711438 2.4558e-11 5.4027e-08
## 942 6.359175 2.4690e-10 5.4318e-07
## 484 6.060749 1.5950e-09 3.5089e-06
## 87 4.940309 8.4001e-07 1.8480e-03
## 464 4.744780 2.2242e-06 4.8932e-03
## 328 4.728001 2.4140e-06 5.3108e-03
## 452 4.486088 7.6358e-06 1.6799e-02
##
##
## Outlier test for variable: Phosphorus
## rstudent unadjusted p-value Bonferroni p
## 5 44.577401 4.2040e-308 9.2489e-305
## 461 7.600594 4.3690e-14 9.6118e-11
## 1807 7.395545 2.0059e-13 4.4129e-10
## 446 6.658996 3.4878e-11 7.6731e-08
## 484 6.563908 6.5465e-11 1.4402e-07
## 942 6.413703 1.7403e-10 3.8286e-07
## 87 4.903335 1.0126e-06 2.2277e-03
## 328 4.597486 4.5238e-06 9.9524e-03
## 464 4.514580 6.6863e-06 1.4710e-02
## 452 4.465177 8.4134e-06 1.8510e-02
##
##
## Outlier test for variable: Potassium
## rstudent unadjusted p-value Bonferroni p
## 5 44.371165 5.0320e-306 1.1070e-302
## 1807 7.484518 1.0402e-13 2.2885e-10
## 461 7.425695 1.6070e-13 3.5354e-10
## 942 6.499154 1.0004e-10 2.2009e-07
## 484 6.462017 1.2736e-10 2.8019e-07
## 446 6.421226 1.6579e-10 3.6474e-07
## 87 5.119409 3.3368e-07 7.3411e-04
## 328 4.684916 2.9754e-06 6.5459e-03
## 452 4.580060 4.9136e-06 1.0810e-02
## 86 4.337888 1.5050e-05 3.3109e-02
##
##
## Outlier test for variable: Temperature
## rstudent unadjusted p-value Bonferroni p
## 5 43.754978 8.0883e-300 1.7794e-296
## 461 7.707870 1.9386e-14 4.2649e-11
## 1807 7.505807 8.8803e-14 1.9537e-10
## 446 6.851618 9.4955e-12 2.0890e-08
## 942 6.504563 9.6572e-11 2.1246e-07
## 484 6.385723 2.0831e-10 4.5829e-07
## 88 4.979667 6.8753e-07 1.5126e-03
## 87 4.834103 1.4319e-06 3.1501e-03
## 328 4.644134 3.6208e-06 7.9658e-03
## 464 4.610709 4.2480e-06 9.3456e-03
##
##
## Outlier test for variable: Humidity
## rstudent unadjusted p-value Bonferroni p
## 5 44.327701 1.3792e-305 3.0343e-302
## 461 7.705876 1.9683e-14 4.3302e-11
## 1807 7.489438 1.0029e-13 2.2064e-10
## 446 6.756036 1.8186e-11 4.0010e-08
## 942 6.551413 7.1069e-11 1.5635e-07
## 484 6.324076 3.0880e-10 6.7935e-07
## 87 4.762989 2.0344e-06 4.4757e-03
## 464 4.650679 3.5089e-06 7.7195e-03
## 328 4.597920 4.5145e-06 9.9318e-03
## 452 4.569638 5.1619e-06 1.1356e-02
##
##
## Outlier test for variable: pH_Value
## rstudent unadjusted p-value Bonferroni p
## 5 44.196423 2.8984e-304 6.3764e-301
## 461 7.774727 1.1621e-14 2.5567e-11
## 1807 7.396058 1.9983e-13 4.3964e-10
## 446 6.845234 9.9194e-12 2.1823e-08
## 942 6.532500 8.0454e-11 1.7700e-07
## 484 6.350131 2.6158e-10 5.7547e-07
## 87 5.666037 1.6571e-08 3.6456e-05
## 328 4.703729 2.7164e-06 5.9760e-03
## 88 4.680879 3.0340e-06 6.6748e-03
## 464 4.634868 3.7852e-06 8.3273e-03
##
##
## Outlier test for variable: Rainfall
## rstudent unadjusted p-value Bonferroni p
## 5 44.435407 1.1336e-306 2.4940e-303
## 461 7.701612 2.0333e-14 4.4732e-11
## 1807 7.370696 2.4065e-13 5.2944e-10
## 446 6.941349 5.1199e-12 1.1264e-08
## 942 6.604862 4.9966e-11 1.0993e-07
## 484 6.307752 3.4252e-10 7.5355e-07
## 87 4.887332 1.0975e-06 2.4144e-03
## 88 4.733075 2.3550e-06 5.1810e-03
## 328 4.708039 2.6601e-06 5.8523e-03
## 464 4.675715 3.1106e-06 6.8432e-03對於大多數作物，離群值檢驗顯示了具有顯著離群值的觀測值。這些觀測值的 rstudent 值較大，未調整的 p 值和 Bonferroni p 值都很小，表明它們與模型的殘差之間存在顯著的差異。
對於一些作物，離群值檢驗沒有顯示出具有顯著離群值的觀測值。在這種情況下，最大的學生化殘差值仍然被提供，但未調整的 p 值和 Bonferroni p 值都高於 0.05，表明沒有觀測值被識別為離群值。
報告結束
感謝觀閱
a模型的殘差值:
simple_model_residuals <- list()
for (var in variables) {
model <- lm(formula = as.formula(paste("Yield ~ factor(Crop) *", var)), data = data)
simple_model_residuals[[var]] <- residuals(model)
}
crop_model_residuals <- list()
for (crop in names(best_crop_models)) {
model <- best_crop_models[[crop]]
crop_model_residuals[[crop]] <- residuals(model)
}
simple_model_residuals## $Nitrogen
## 1 2 3 4 5
## 2.689946e+03 4.937559e+02 1.512807e+03 2.062139e+03 1.152191e+05
## 6 7 8 9 10
## -1.634051e+03 2.365949e+03 2.346897e+03 5.650708e+03 5.826711e+03
## 11 12 13 14 15
## 4.729184e+03 1.289946e+03 1.219090e+03 -1.192341e+03 -1.153103e+03
## 16 17 18 19 20
## -4.867193e+03 -4.206244e+03 -3.510816e+03 -2.201477e+02 -2.488530e+03
## 21 22 23 24 25
## -2.399292e+03 -3.099386e+03 1.787473e+03 -2.184720e+03 -1.196151e+03
## 26 27 28 29 30
## 1.148235e+03 -3.185389e+03 -3.185389e+03 -5.137193e+03 -3.495482e+03
## 31 32 33 34 35
## -3.527099e+03 -1.315785e+02 -2.956244e+03 -1.096151e+03 -2.138530e+03
## 36 37 38 39 40
## -5.138646e+02 -3.006913e+03 -3.463865e+03 -4.837193e+03 -4.519479e+03
## 41 42 43 44 45
## -4.258717e+03 -9.302410e+02 1.815280e+03 -1.823958e+03 -2.136244e+03
## 46 47 48 49 50
## -1.870816e+03 -3.593856e+02 -2.437861e+03 -2.441672e+03 6.114697e+02
## 51 52 53 54 55
## 1.112807e+03 1.340614e+03 -2.992341e+03 -4.741003e+03 -9.138646e+02
## 56 57 58 59 60
## -2.098624e+03 5.621385e+02 -2.970816e+03 -4.555575e+03 -2.956913e+03
## 61 62 63 64 65
## -3.116337e+03 -2.584720e+03 3.076595e+02 -3.494813e+03 -3.759386e+03
## 66 67 68 69 70
## -3.256913e+03 -3.056913e+03 -3.367006e+03 -1.034051e+03 -2.820816e+03
## 71 72 73 74 75
## -3.247955e+03 6.374729e+02 -3.991672e+03 -4.080910e+03 -2.898624e+03
## 76 77 78 79 80
## -1.353888e+02 -3.412527e+03 -8.770994e+02 -2.420148e+03 -1.863196e+03
## 81 82 83 84 85
## -9.732892e+02 -3.516337e+03 -3.947955e+03 -3.712527e+03 -3.125271e+02
## 86 87 88 89 90
## 1.424823e+04 1.762604e+04 1.595452e+04 -3.113196e+03 -3.170816e+03
## 91 92 93 94 95
## -2.892341e+03 -2.710054e+03 -3.363196e+03 -2.700910e+03 -3.472193e+03
## 96 97 98 99 100
## 4.814697e+02 -7.673405e+02 -3.637193e+03 -4.130910e+03 -4.366003e+03
## 101 102 103 104 105
## 2.045155e+02 -1.587651e+03 -1.280035e+03 -1.567051e+03 1.012349e+03
## 106 107 108 109 110
## -2.256344e+02 1.117282e+03 4.604151e+02 3.713099e+03 5.976489e+02
## 111 112 113 114 115
## -9.472012e+02 1.337132e+03 -1.585934e+03 -1.134435e+03 -1.079068e+03
## 116 117 118 119 120
## 1.065782e+03 -8.972012e+02 3.734906e+01 4.959323e+02 7.596654e+02
## 121 122 123 124 125
## -9.601846e+02 1.662582e+03 -1.690335e+03 -9.248848e+02 2.504298e+03
## 126 127 128 129 130
## 2.168249e+03 -4.560017e+02 -8.636179e+02 -4.834680e+02 -5.680182e+02
## 131 132 133 134 135
## -5.180182e+02 -9.842177e+02 -1.223168e+03 -1.307501e+03 -1.114368e+03
## 136 137 138 139 140
## 1.405865e+03 -1.206618e+03 5.572651e+02 -8.741351e+02 6.180987e+02
## 141 142 143 144 145
## 7.995815e+02 -1.027368e+03 1.364665e+03 -1.182585e+03 5.280822e+02
## 146 147 148 149 150
## -8.775684e+02 5.923491e+02 7.566654e+02 -1.003335e+03 2.615782e+03
## 151 152 153 154 155
## -1.297418e+03 -1.735185e+03 -1.418018e+03 -1.643676e+02 1.439983e+02
## 156 157 158 159 160
## -3.542851e+02 2.826832e+03 9.648154e+02 -7.070677e+02 4.407823e+02
## 161 162 163 164 165
## 3.682486e+02 -9.937679e+02 -1.102351e+03 3.030265e+03 3.013099e+03
## 166 167 168 169 170
## 3.011382e+03 3.021682e+03 1.407949e+03 1.404515e+03 -6.025684e+02
## 171 172 173 174 175
## -1.597418e+03 -1.560934e+03 -1.119735e+03 6.439983e+02 9.130987e+02
## 176 177 178 179 180
## -6.351846e+02 -9.903346e+02 -7.283181e+02 3.890782e+03 6.525815e+02
## 181 182 183 184 185
## -2.628683e+02 -1.650634e+03 1.735632e+03 -1.545485e+03 -1.112651e+03
## 186 187 188 189 190
## -1.766302e+03 -1.555784e+03 -7.834680e+02 6.165320e+02 -1.659435e+03
## 191 192 193 194 195
## -1.431751e+03 -1.511152e+03 -1.911901e+03 -4.180182e+02 1.045155e+02
## 196 197 198 199 200
## -6.628683e+02 -1.052351e+03 3.460632e+03 -9.998848e+02 2.875115e+03
## 201 202 203 204 205
## 3.430902e+02 3.453555e+02 4.608705e+02 -1.961864e+03 -7.557885e+02
## 206 207 208 209 210
## 4.103327e+02 5.598045e+03 1.605264e+03 2.482530e+03 -1.118546e+03
## 211 212 213 214 215
## -1.401955e+03 -1.100251e+03 -1.201955e+03 -2.329644e+03 -2.025766e+03
## 216 217 218 219 220
## -1.903546e+03 2.540287e+03 -2.089129e+03 -2.190205e+03 -5.968870e+02
## 221 222 223 224 225
## 1.367015e+03 2.597949e+02 -1.346887e+03 -3.875160e+02 -1.494736e+03
## 226 227 228 229 230
## 1.838136e+03 -2.010789e+03 -1.494736e+03 -6.808341e+02 4.897493e+02
## 231 232 233 234 235
## 8.145397e+01 -1.967470e+03 -2.189667e+03 -1.211864e+03 -1.196887e+03
## 236 237 238 239 240
## 8.814540e+02 -1.409175e+03 -2.669326e+02 -8.385916e+02 -9.308341e+02
## 241 242 243 244 245
## 1.703651e+03 -1.744736e+03 -1.810789e+03 -1.659175e+03 -1.018008e+03
## 246 247 248 249 250
## -1.068008e+03 -2.149274e+03 5.374234e+03 -4.091751e+02 -1.145274e+03
## 251 252 253 254 255
## 3.489749e+03 -1.803031e+03 8.525752e+02 3.886737e+02 6.323696e+03
## 256 257 258 259 260
## 5.836052e+02 -1.053569e+03 5.330674e+02 2.605264e+03 -1.976304e+03
## 261 262 263 264 265
## -1.847425e+03 -9.524932e+02 -1.609175e+03 -1.161864e+03 -1.445274e+03
## 266 267 268 269 270
## -1.111326e+03 4.996969e+03 2.753099e+02 5.472649e+01 -1.775228e+03
## 271 272 273 274 275
## 2.282530e+03 -1.575228e+03 -1.625766e+03 -1.041067e+02 -2.091751e+02
## 276 277 278 279 280
## -8.257657e+02 4.910333e+03 -1.796887e+03 -1.982448e+03 -9.813720e+02
## 281 282 283 284 285
## -4.308341e+02 2.518628e+03 -1.680082e+02 1.811946e+03 -2.458113e+02
## 286 287 288 289 290
## -1.203569e+03 -2.154107e+03 1.696431e+03 -1.788054e+03 -1.311864e+03
## 291 292 293 294 295
## -1.037516e+03 1.382530e+03 6.210871e+03 1.681992e+03 3.645893e+03
## 296 297 298 299 300
## -8.091751e+02 1.425848e+03 6.939211e+03 -1.581910e+03 1.283067e+03
## 301 302 303 304 305
## -2.489095e+03 1.315167e+02 -8.081774e+02 -1.317719e+03 -1.099656e+03
## 306 307 308 309 310
## 1.141568e+03 -2.448891e+03 -2.558432e+03 -2.248891e+03 -7.483813e+02
## 311 312 313 314 315
## 4.911670e+03 -6.184833e+02 3.411670e+03 -1.184833e+02 -7.491461e+02
## 316 317 318 319 320
## -2.409452e+03 1.351364e+03 -2.198381e+03 -2.169248e+03 2.361415e+03
## 321 322 323 324 325
## 2.321211e+03 5.821211e+03 3.851364e+03 2.002129e+03 1.240803e+03
## 326 327 328 329 330
## -9.888402e+02 2.341313e+03 1.687147e+04 2.471976e+03 -2.108942e+03
## 331 332 333 334 335
## 1.301109e+03 -4.978715e+02 -1.167719e+03 7.207009e+02 4.140293e+03
## 336 337 338 339 340
## -2.238075e+03 -1.438585e+03 -2.509452e+03 -1.418483e+03 -1.099401e+03
## 341 342 343 344 345
## -2.089350e+03 -7.283813e+02 2.561670e+03 -4.481264e+02 -5.983813e+02
## 346 347 348 349 350
## -2.298891e+03 2.280242e+03 -2.089095e+03 -1.378024e+03 -1.979299e+03
## 351 352 353 354 355
## 1.540803e+03 1.910395e+03 2.282027e+03 6.460395e+03 4.361415e+03
## 356 357 358 359 360
## 3.151364e+03 3.091823e+03 -3.780244e+02 3.250854e+03 -1.848381e+03
## 361 362 363 364 365
## -3.994011e+02 -4.785343e+02 -1.859197e+03 -1.247871e+03 -2.418483e+03
## 366 367 368 369 370
## -2.128024e+03 -1.268738e+03 -4.478715e+02 -2.388840e+03 -1.729554e+03
## 371 372 373 374 375
## -1.747871e+03 2.804970e+02 -1.659197e+03 2.513637e+02 5.508539e+02
## 376 377 378 379 380
## -2.019503e+03 -1.698381e+03 -1.458177e+03 2.492078e+03 -1.569503e+03
## 381 382 383 384 385
## -1.481264e+02 2.240803e+03 -4.697580e+02 5.709558e+02 -1.278279e+03
## 386 387 388 389 390
## -1.748126e+03 -1.988912e+02 -1.439095e+03 3.709558e+02 -1.779299e+03
## 391 392 393 394 395
## -1.768738e+03 -4.677185e+02 -2.198381e+03 -1.829044e+03 -1.994011e+02
## 396 397 398 399 400
## -1.698381e+03 -1.968228e+03 8.021285e+02 -1.898381e+03 -1.948636e+03
## 401 402 403 404 405
## -1.132040e+03 -5.511330e+03 -5.661194e+03 -1.875363e+03 -3.582176e+03
## 406 407 408 409 410
## -5.201279e+03 2.488670e+03 -4.482720e+03 4.810195e+03 -5.282720e+03
## 411 412 413 414 415
## -1.761194e+03 -2.068007e+03 -3.832584e+03 -8.680066e+02 -3.275363e+03
## 416 417 418 419 420
## -5.311330e+03 -1.296617e+03 -2.132040e+03 -1.611058e+03 -4.680066e+02
## 421 422 423 424 425
## -4.382448e+03 1.482129e+03 -1.368007e+03 -1.539668e+03 -2.968007e+03
## 426 427 428 429 430
## -1.882448e+03 -5.282720e+03 -4.178706e+02 -3.025499e+03 9.657067e+01
## 431 432 433 434 435
## -8.249551e+02 -2.411058e+03 2.524637e+03 -1.875363e+03 -4.454110e+03
## 436 437 438 439 440
## -2.532312e+03 -3.811058e+03 -1.532312e+03 -2.639396e+03 -1.947025e+03
## 441 442 443 444 445
## -2.124955e+03 4.643460e+01 -1.567734e+03 -2.203429e+03 1.478199e+04
## 446 447 448 449 450
## 2.383186e+04 -2.696889e+03 1.241033e+04 5.989350e+03 6.095890e+03
## 451 452 453 454 455
## -2.453429e+03 1.601755e+04 -2.782312e+03 -1.210650e+03 1.289350e+03
## 456 457 458 459 460
## 3.781585e+03 5.524909e+03 -2.224955e+03 -3.868007e+03 -3.696753e+03
## 461 462 463 464 465
## 2.637450e+04 -4.375227e+03 -3.289805e+03 1.691060e+04 -3.554110e+03
## 466 467 468 469 470
## 2.107398e+02 -3.203974e+03 6.317212e+02 5.247728e+02 -3.360922e+03
## 471 472 473 474 475
## -5.320396e+02 -1.760650e+03 -1.560650e+03 -2.868415e+03 5.582129e+03
## 476 477 478 479 480
## -2.252272e+02 -3.232584e+03 2.060876e+03 3.210468e+03 2.249088e+02
## 481 482 483 484 485
## -1.075363e+03 -1.203974e+03 -1.560650e+03 2.130297e+04 -2.953838e+03
## 486 487 488 489 490
## -2.396617e+03 -1.447025e+03 -1.175091e+03 -2.675363e+03 -2.711058e+03
## 491 492 493 494 495
## -3.618143e+03 4.036552e+02 4.747728e+02 1.710740e+03 -2.332312e+03
## 496 497 498 499 500
## -2.898045e+02 1.535191e+02 -2.825227e+03 -1.382176e+03 -2.261194e+03
## 501 502 503 504 505
## 2.966436e+03 -1.916958e+03 -1.678406e+03 2.462047e+03 3.523179e+02
## 506 507 508 509 510
## 8.391504e+02 3.181554e+02 -1.242342e+03 -2.130125e+03 -8.686771e+02
## 511 512 513 514 515
## 9.040371e+02 -1.287185e+03 1.261096e+03 1.274264e+03 1.778653e+03
## 516 517 518 519 520
## 2.523179e+02 3.743540e+03 8.796037e+02 3.488796e+02 -1.795012e+03
## 521 522 523 524 525
## 2.631323e+03 9.830421e+02 6.640101e+03 5.567071e+02 -3.451459e+01
## 526 527 528 529 530
## 5.521594e+03 -1.355510e+03 -7.757363e+02 -1.116958e+03 -1.878406e+03
## 531 532 533 534 535
## 5.830421e+02 -1.095012e+03 -9.555096e+02 -4.511204e+02 1.215937e+02
## 536 537 538 539 540
## -8.686771e+02 -1.046731e+03 -5.950121e+02 2.620470e+02 4.401012e+02
## 541 542 543 544 545
## 2.469875e+03 -1.278406e+03 2.587431e+03 -9.827954e+02 5.339150e+03
## 546 547 548 549 550
## 5.523179e+02 1.698746e+02 2.357121e+02 2.786529e+02 -1.759899e+03
## 551 552 553 554 555
## -3.335638e+02 -2.116958e+03 -1.273066e+03 -7.915737e+02 -1.060850e+03
## 556 557 558 559 560
## 7.479287e+02 -1.403790e+03 -1.379530e+02 -1.412569e+03 5.259829e+02
## 561 562 563 564 565
## -9.169579e+02 -1.974017e+03 -1.295012e+03 -4.329293e+01 -1.169579e+02
## 566 567 568 569 570
## -1.468677e+03 -1.387185e+03 -1.921347e+03 -1.130125e+03 -1.195963e+03
## 571 572 573 574 575
## -1.213471e+02 -1.829175e+03 2.966436e+03 -1.345146e+02 3.808426e+03
## 576 577 578 579 580
## 5.661096e+03 -1.257363e+02 9.488796e+02 -1.786234e+03 2.665485e+03
## 581 582 583 584 585
## -1.108180e+03 -1.969628e+03 -1.503790e+03 -2.147682e+03 -1.508180e+03
## 586 587 588 589 590
## -1.268677e+03 1.113766e+03 -1.174017e+03 -8.598988e+02 -5.959629e+02
## 591 592 593 594 595
## -1.574017e+03 -1.081845e+03 2.040371e+02 4.005987e+02 2.259829e+02
## 596 597 598 599 600
## -1.037953e+03 -9.169579e+02 -6.523875e+01 4.708254e+02 -5.906229e+02
## 601 602 603 604 605
## 5.487946e+03 -5.791864e+02 -6.628492e+02 -7.851624e+02 -1.210178e+02
## 606 607 608 609 610
## -9.821744e+02 -8.568733e+02 -2.479094e+02 -5.552828e+02 -5.180299e+02
## 611 612 613 614 615
## 3.261054e+03 3.493922e+03 2.730062e+02 4.610544e+02 1.281970e+03
## 616 617 618 619 620
## -3.568733e+02 -2.120540e+02 2.520906e+02 1.087946e+03 -2.699375e+01
## 621 622 623 624 625
## 1.305874e+03 7.520906e+02 -7.389456e+02 -1.479094e+02 -3.538854e+02
## 626 627 628 629 630
## 1.243127e+03 8.058738e+02 1.246115e+03 -7.508974e+02 7.759942e+02
## 631 632 633 634 635
## -2.598613e+02 -2.732105e+02 2.580665e+02 1.332765e+03 -6.851624e+02
## 636 637 638 639 640
## -1.847114e+03 9.208136e+02 -6.150419e+02 -4.628492e+02 9.028858e+02
## 641 642 643 644 645
## -1.188150e+03 -4.851624e+02 -3.761985e+02 -2.612587e+02 -1.315042e+03
## 646 647 648 649 650
## 3.387413e+02 4.264042e+03 1.040139e+03 3.327654e+02 -1.708271e+03
## 651 652 653 654 655
## -1.362849e+03 -1.588150e+03 -5.568733e+02 -7.180299e+02 -1.106078e+03
## 656 657 658 659 660
## 1.170018e+03 9.387413e+02 5.178256e+02 -1.065837e+03 -1.362849e+03
## 661 662 663 664 665
## -1.674801e+03 2.550785e+02 4.172926e+01 7.178256e+02 1.202886e+03
## 666 667 668 669 670
## 8.401387e+02 -9.479094e+02 -1.167235e+03 -1.544921e+03 8.178256e+02
## 671 672 673 674 675
## 1.084958e+03 -1.365837e+03 7.431267e+02 2.302886e+03 3.275994e+03
## 676 677 678 679 680
## 3.297774e+02 1.278982e+03 1.225199e+03 5.264042e+03 -1.047909e+03
## 681 682 683 684 685
## -1.688251e+02 -9.232105e+02 -1.923211e+03 -2.026994e+03 -2.029982e+03
## 686 687 688 689 690
## -2.050897e+03 -1.879186e+03 -2.012054e+03 -1.971813e+03 -5.538854e+02
## 691 692 693 694 695
## -1.532970e+03 4.819701e+02 -7.210178e+02 -7.419335e+02 -1.867235e+03
## 696 697 698 699 700
## -1.785162e+03 8.077654e+02 1.434958e+03 -1.399006e+03 6.200183e+02
## 701 702 703 704 705
## -1.458673e+02 -6.678600e+02 -4.332189e+02 -5.332189e+02 -7.350258e+02
## 706 707 708 709 710
## -6.404466e+02 -5.768946e+02 3.277623e+03 8.033308e+01 1.509553e+03
## 711 712 713 714 715
## -8.305085e+02 -1.496771e+03 -8.422535e+02 -8.449639e+02 -5.913500e+02
## 716 717 718 719 720
## -2.127981e+02 -8.485777e+02 -1.390447e+03 -1.722377e+03 1.366573e+02
## 721 722 723 724 725
## 1.102326e+03 -1.667860e+03 -1.042253e+03 -1.381412e+03 -1.563343e+03
## 726 727 728 729 730
## -1.738640e+03 1.860457e+03 3.161360e+03 -1.214184e+03 2.105754e+03
## 731 732 733 734 735
## 3.086657e+03 -7.678600e+02 -1.622315e+03 7.856843e+03 -3.305085e+02
## 736 737 738 739 740
## -1.017860e+03 -1.064246e+03 3.032292e+02 2.454133e+03 1.485457e+03
## 741 742 743 744 745
## 2.383043e+03 -1.689543e+03 -7.705704e+02 -1.894964e+03 -1.940447e+03
## 746 747 748 749 750
## -1.875991e+03 -1.913343e+03 2.715036e+03 1.628947e+03 3.181843e+03
## 751 752 753 754 755
## -1.187635e+02 1.874912e+03 1.522298e+03 3.074912e+03 -2.151496e+02
## 756 757 758 759 760
## -1.762343e+03 5.665878e+03 1.364974e+03 -1.125991e+03 3.857539e+02
## 761 762 763 764 765
## 1.882140e+03 -6.323154e+02 -6.205704e+02 -1.326895e+03 -1.142253e+03
## 766 767 768 769 770
## -1.147674e+03 -6.259912e+02 3.577465e+02 -2.112053e+03 -1.332189e+02
## 771 772 773 774 775
## 8.712985e+02 -8.350258e+02 -1.142461e+02 2.354133e+03 8.785262e+02
## 776 777 778 779 780
## 1.365878e+03 2.855036e+03 1.364974e+03 -4.214738e+02 -1.137736e+03
## 781 782 783 784 785
## -1.314119e+02 -2.145674e+03 -1.832315e+03 -2.142674e+03 7.803331e+02
## 786 787 788 789 790
## 5.880333e+03 -3.422535e+02 -7.350258e+02 -1.014246e+03 -6.494812e+02
## 791 792 793 794 795
## -2.113088e+03 -2.144578e+03 8.785262e+02 -4.485777e+02 -2.117474e+03
## 796 797 798 799 800
## -6.476743e+02 -1.144964e+03 -1.733219e+03 -1.135026e+03 -1.729605e+03
## 801 802 803 804 805
## 2.954785e+03 2.978617e+03 -5.527406e+02 -2.188739e+02 -1.251486e+03
## 806 807 808 809 810
## -1.041452e+03 -2.004585e+03 9.873977e+02 9.786174e+02 2.484889e+03
## 811 812 813 814 815
## -2.126023e+02 -2.001585e+03 -2.002839e+03 -1.738943e+03 -2.048995e+03
## 816 817 818 819 820
## 1.944751e+03 -2.043486e+03 -2.040960e+03 3.967329e+03 -2.005839e+03
## 821 822 823 824 825
## -6.100937e+02 -1.221383e+03 -1.120128e+03 -1.260094e+03 -2.012365e+03
## 826 827 828 829 830
## 3.723458e+02 -1.645215e+03 -2.007602e+03 -1.173891e+03 -1.997076e+03
## 831 832 833 834 835
## -2.038706e+03 -1.008839e+03 1.592415e+03 -6.176196e+02 -2.263689e+01
## 836 837 838 839 840
## 5.460051e+02 -4.789085e+02 -8.276542e+02 -2.039960e+03 2.959803e+03
## 841 842 843 844 845
## -1.461348e+03 -1.025146e+03 -2.037723e+03 -2.013637e+03 -8.326715e+02
## 846 847 848 849 850
## 5.964820e+03 -1.007585e+03 4.623113e+02 1.961057e+03 1.664820e+03
## 851 852 853 854 855
## -1.021383e+03 -1.212602e+03 -1.020128e+03 -1.045215e+03 -1.112602e+03
## 856 857 858 859 860
## 4.823804e+02 1.447259e+03 -2.024400e+03 -3.768873e+01 -3.392577e+01
## 861 862 863 864 865
## 1.354785e+03 4.471092e+03 2.173285e+02 2.459803e+03 2.593669e+03
## 866 867 868 869 870
## -1.220128e+03 -2.047232e+03 5.598026e+02 4.798717e+02 -5.326715e+02
## 871 872 873 874 875
## 1.762311e+03 -2.023146e+03 -2.226369e+02 -1.046469e+03 -1.331417e+03
## 876 877 878 879 880
## -5.076415e+00 -6.176196e+02 7.572940e+02 1.094924e+03 -7.489776e+02
## 881 882 883 884 885
## -2.011857e+03 -1.636529e+01 2.977363e+03 -1.522637e+03 8.497681e+02
## 886 887 888 889 890
## -1.040197e+03 -1.565197e+03 1.444751e+03 7.582380e+03 -7.201283e+02
## 891 892 893 894 895
## 4.485137e+02 2.494924e+03 5.286143e+03 4.823804e+02 1.960051e+02
## 896 897 898 899 900
## -1.037689e+03 1.683635e+03 9.899063e+02 -1.047723e+03 -4.646897e+01
## 901 902 903 904 905
## 9.144578e+03 -4.894059e+02 3.493602e+03 -2.027832e+02 -2.838430e+03
## 906 907 908 909 910
## 5.481930e+02 1.331534e+02 -2.489406e+03 -7.008307e+02 1.138413e+04
## 911 912 913 914 915
## 1.842626e+03 4.625634e+03 -2.442872e+02 -1.572414e+03 -2.034815e+03
## 916 917 918 919 920
## 5.256336e+02 8.641556e+00 4.218114e+03 -2.530910e+03 -1.491358e+03
## 921 922 923 924 925
## 1.113511e+04 4.217286e+02 3.674657e+03 -1.364894e+03 -1.490382e+03
## 926 927 928 929 930
## -2.738430e+03 -3.554218e+02 4.236811e+02 7.093602e+03 -2.034815e+03
## 931 932 933 934 935
## -1.532862e+03 1.117270e+04 2.133153e+03 4.299169e+03 -1.906398e+03
## 936 937 938 939 940
## -7.843268e+02 -3.072414e+03 1.155713e+03 -1.530910e+03 1.005015e+04
## 941 942 943 944 945
## 1.380225e+03 2.246909e+04 2.427586e+03 1.338721e+03 -8.527832e+02
## 946 947 948 949 950
## -2.364894e+03 1.165185e+03 -1.730910e+03 -1.625343e+03 -2.372414e+03
## 951 952 953 954 955
## -1.666847e+03 -2.534815e+03 -2.783839e+03 -2.898878e+03 -2.830910e+03
## 956 957 958 959 960
## -2.417823e+03 1.152098e+03 3.759618e+03 -2.972414e+03 -3.413918e+03
## 961 962 963 964 965
## -3.646926e+03 -1.833839e+03 -3.423347e+02 -3.098878e+03 -8.282714e+02
## 966 967 968 969 970
## -5.668466e+02 -1.613918e+03 1.221729e+03 5.426257e+02 -1.661279e+03
## 971 972 973 974 975
## -4.272951e+02 -1.610303e+03 -2.591358e+03 -2.606398e+03 -2.815870e+03
## 976 977 978 979 980
## -1.238430e+03 -3.253426e+02 -2.657374e+03 -1.751807e+03 3.802247e+02
## 981 982 983 984 985
## -8.233901e+02 -2.406398e+03 -1.410303e+03 -2.091358e+03 -1.658351e+03
## 986 987 988 989 990
## 5.802247e+02 -2.058351e+03 -2.481886e+03 -1.678271e+03 -1.313918e+03
## 991 992 993 994 995
## -1.064894e+03 -2.293311e+03 -1.978271e+03 -1.078271e+03 5.896970e+02
## 996 997 998 999 1000
## -1.368799e+03 -2.672414e+03 -3.098878e+03 -4.197753e+02 -3.106398e+03
## 1001 1002 1003 1004 1005
## 4.117807e+03 5.125547e+03 -9.727945e+02 -1.684957e+03 -1.588274e+03
## 1006 1007 1008 1009 1010
## -1.281087e+03 -1.582745e+03 -1.172795e+03 -3.727945e+02 -9.744530e+02
## 1011 1012 1013 1014 1015
## 1.632734e+03 1.623336e+03 6.620019e+03 6.626100e+03 -3.849567e+02
## 1016 1017 1018 1019 1020
## -1.386615e+03 1.614490e+03 -1.372242e+03 -1.377217e+03 1.632181e+03
## 1021 1022 1023 1024 1025
## 1.630522e+03 -8.716889e+02 -8.805341e+02 5.611726e+03 5.630522e+03
## 1026 1027 1028 1029 1030
## 5.616149e+03 -5.805832e+02 -1.367819e+03 6.288639e+02 1.616702e+03
## 1031 1032 1033 1034 1035
## -1.381087e+03 6.183602e+02 1.125547e+03 -1.776111e+03 -1.580534e+03
## 1036 1037 1038 1039 1040
## -1.468372e+03 -1.467819e+03 6.633287e+03 -5.447700e+02 -7.151926e+02
## 1041 1042 1043 1044 1045
## -8.052737e+02 -7.936643e+02 -5.397945e+02 7.622783e+03 -1.572242e+03
## 1046 1047 1048 1049 1050
## -1.487168e+03 -1.573900e+03 -1.582745e+03 -1.886615e+03 -1.866713e+03
## 1051 1052 1053 1054 1055
## -8.733474e+02 -2.068372e+03 -8.766643e+02 -1.931087e+03 -1.679981e+03
## 1056 1057 1058 1059 1060
## -1.373347e+03 -1.686615e+03 -1.676111e+03 -1.734957e+03 -1.787819e+03
## 1061 1062 1063 1064 1065
## -1.521136e+03 -1.679981e+03 -2.012193e+03 -1.961087e+03 -9.316398e+02
## 1066 1067 1068 1069 1070
## -3.250058e+02 -8.755587e+02 -3.816398e+02 -1.881087e+03 6.338394e+02
## 1071 1072 1073 1074 1075
## -1.672795e+03 -1.574453e+03 1.216772e+02 -8.711361e+02 5.121124e+03
## 1076 1077 1078 1079 1080
## 2.620019e+03 6.167018e+02 2.616702e+03 -3.672663e+02 -1.176664e+03
## 1081 1082 1083 1084 1085
## -1.877770e+03 -1.587168e+03 -8.827454e+02 -1.879981e+03 -1.775006e+03
## 1086 1087 1088 1089 1090
## -1.676111e+03 -3.772172e+02 -3.805341e+02 2.622230e+03 -3.705832e+02
## 1091 1092 1093 1094 1095
## -1.967819e+03 1.620572e+03 -1.870030e+03 -1.674453e+03 -1.385510e+03
## 1096 1097 1098 1099 1100
## 1.272055e+02 1.618360e+03 4.628311e+03 2.612832e+03 -1.167819e+03
## 1101 1102 1103 1104 1105
## -9.555307e+02 -2.450251e+02 -1.250136e+03 -1.349000e+03 -8.560986e+02
## 1106 1107 1108 1109 1110
## 7.495801e+02 -1.350704e+03 -1.450988e+03 -1.452975e+03 -1.547581e+03
## 1111 1112 1113 1114 1115
## -9.509877e+02 -1.349568e+03 -1.445593e+03 -1.452975e+03 -3.526914e+02
## 1116 1117 1118 1119 1120
## -1.055247e+03 -1.045593e+03 -1.148716e+03 -1.252123e+03 -1.144741e+03
## 1121 1122 1123 1124 1125
## -1.054963e+03 -1.195877e+03 1.252419e+03 -7.481484e+02 -4.953090e+02
## 1126 1127 1128 1129 1130
## -1.402691e+03 -2.453090e+02 -1.253827e+03 -8.518396e+02 -8.464448e+02
## 1131 1132 1133 1134 1135
## -2.529753e+02 3.253271e+03 -7.526914e+02 -5.269136e+01 -1.354679e+03
## 1136 1137 1138 1139 1140
## -1.505815e+03 -9.515556e+02 2.538392e+02 -2.549628e+02 1.746457e+03
## 1141 1142 1143 1144 1145
## -6.555307e+02 1.051284e+03 -1.246445e+03 -1.054679e+03 3.642703e+03
## 1146 1147 1148 1149 1150
## 5.355522e+01 5.254123e+03 2.745889e+03 1.254691e+03 -2.546789e+02
## 1151 1152 1153 1154 1155
## -5.455930e+02 -5.501359e+02 -1.225593e+03 4.504319e+02 3.754123e+03
## 1156 1157 1158 1159 1160
## 5.071586e+01 -4.487163e+02 -1.349852e+03 -1.252975e+03 -1.247864e+03
## 1161 1162 1163 1164 1165
## 1.250148e+03 3.750432e+03 1.744185e+03 5.744469e+03 -7.450251e+02
## 1166 1167 1168 1169 1170
## 6.748160e+03 2.744753e+03 2.461729e+02 4.532713e+02 -5.521235e+02
## 1171 1172 1173 1174 1175
## -1.050988e+03 -5.535432e+02 -5.504199e+02 2.246457e+03 4.751284e+03
## 1176 1177 1178 1179 1180
## -1.197297e+03 -1.252123e+03 -1.144741e+03 2.518516e+02 -2.560986e+02
## 1181 1182 1183 1184 1185
## -7.558146e+02 -1.155531e+03 -1.252691e+03 3.745889e+03 7.439014e+02
## 1186 1187 1188 1189 1190
## -8.987163e+02 -8.984323e+02 -1.399852e+03 -5.498520e+02 -9.881484e+02
## 1191 1192 1193 1194 1195
## -3.541110e+02 5.982136e+03 8.861729e+02 -7.250251e+02 -4.147412e+02
## 1196 1197 1198 1199 1200
## -1.200704e+03 -2.501359e+02 -1.249852e+03 -1.347297e+03 -1.350988e+03
## 1201 1202 1203 1204 1205
## -2.140640e+03 -2.436754e+03 -1.439933e+03 2.655122e+03 -1.940640e+03
## 1206 1207 1208 1209 1210
## -1.932869e+03 -7.445249e+02 -2.136048e+03 -2.314282e+03 -2.718167e+03
## 1211 1212 1213 1214 1215
## -1.040993e+03 -6.416992e+02 3.664658e+03 -1.437814e+03 -8.434653e+02
## 1216 1217 1218 1219 1220
## -1.939933e+03 -2.523112e+03 -1.933222e+03 -1.642052e+03 -1.833576e+03
## 1221 1222 1223 1224 1225
## -2.245938e+03 -2.495585e+03 -2.444878e+03 -1.340993e+03 6.055392e+02
## 1226 1227 1228 1229 1230
## 1.259360e+03 1.513246e+03 1.186071e+03 1.442241e+03 -1.090286e+03
## 1231 1232 1233 1234 1235
## -9.413460e+02 1.065365e+03 -1.743465e+03 -1.935342e+03 -4.392268e+02
## 1236 1237 1238 1239 1240
## -1.943465e+03 -1.733222e+03 -4.455845e+02 3.062892e+03 5.607732e+02
## 1241 1242 1243 1244 1245
## 1.553709e+03 -4.448781e+02 -2.136048e+03 -1.432163e+03 -1.338874e+03
## 1246 1247 1248 1249 1250
## -1.343112e+03 7.794245e+02 6.790623e+02 -8.599883e+02 7.040623e+02
## 1251 1252 1253 1254 1255
## 1.308535e+03 2.915988e+02 7.800117e+02 -9.199883e+02 -1.027580e+03
## 1256 1257 1258 1259 1260
## 5.537091e+02 6.540623e+02 1.036126e+03 1.210420e+03 -1.098167e+03
## 1261 1262 1263 1264 1265
## -9.688185e+02 5.100668e+02 4.125347e+02 -9.672313e+02 -1.374608e+02
## 1266 1267 1268 1269 1270
## 5.406228e+01 2.537091e+02 3.453709e+03 -3.424057e+02 2.565347e+02
## 1271 1272 1273 1274 1275
## 7.440718e+03 -9.099883e+02 -1.144172e+03 3.054751e+02 -6.978140e+02
## 1276 1277 1278 1279 1280
## 6.665012e+03 -9.909928e+02 -1.178140e+02 -4.459377e+02 -5.755845e+02
## 1281 1282 1283 1284 1285
## -4.381849e+01 2.255475e+03 -3.251589e+01 -9.593772e+01 6.507948e+03
## 1286 1287 1288 1289 1290
## -9.842819e+02 1.954718e+03 4.191594e+03 -1.345231e+03 -1.229585e+03
## 1291 1292 1293 1294 1295
## -1.438585e+03 1.868892e+03 4.201718e+03 3.156535e+03 -1.636048e+03
## 1296 1297 1298 1299 1300
## 2.759714e+03 3.053709e+03 -1.634282e+03 2.154769e+03 -1.244525e+03
## 1301 1302 1303 1304 1305
## -1.615290e+03 -1.565290e+03 -7.544043e+02 -5.378307e+02 -1.281503e+03
## 1306 1307 1308 1309 1310
## 5.477891e+03 9.984432e+03 7.156432e+03 -2.110093e+03 -2.879796e+01
## 1311 1312 1313 1314 1315
## 4.243416e+03 -3.066060e+03 -2.348437e+03 -1.665290e+03 -2.442913e+03
## 1316 1317 1318 1319 1320
## -2.719486e+03 -2.309929e+03 -2.050372e+03 -3.118601e+03 -2.427421e+03
## 1321 1322 1323 1324 1325
## -1.954404e+03 -2.112470e+03 -1.226782e+03 1.560514e+03 -2.851584e+03
## 1326 1327 1328 1329 1330
## -2.781584e+03 -2.453519e+03 3.769186e+03 7.651529e+02 -4.090434e+02
## 1331 1332 1333 1334 1335
## -1.103798e+03 -2.405011e+03 -1.265896e+03 6.514547e+03 1.716038e+03
## 1336 1337 1338 1339 1340
## 3.161120e+03 5.184710e+03 6.157694e+03 3.349628e+03 3.282891e+03
## 1341 1342 1343 1344 1345
## -1.596945e+03 -2.483519e+03 5.213940e+03 -3.457388e+03 1.818579e+03
## 1346 1347 1348 1349 1350
## -1.698437e+03 2.754320e+02 6.369238e+02 -2.589929e+03 3.096038e+03
## 1351 1352 1353 1354 1355
## -2.222470e+03 1.292973e+03 -1.829486e+03 -3.690093e+03 -2.640093e+03
## 1356 1357 1358 1359 1360
## -1.781863e+03 -1.473798e+03 -1.396782e+03 -2.043519e+03 -2.828601e+03
## 1361 1362 1363 1364 1365
## -1.958437e+03 2.711563e+03 -2.167355e+03 -2.229388e+03 -1.943323e+03
## 1366 1367 1368 1369 1370
## -3.265076e+03 -1.691782e+03 -2.840519e+03 -2.940535e+03 1.268661e+03
## 1371 1372 1373 1374 1375
## 5.237530e+03 1.257694e+03 3.028973e+03 -9.119125e+02 -2.468601e+03
## 1376 1377 1378 1379 1380
## -3.009043e+03 -2.603011e+03 -2.038601e+03 6.576645e+03 1.153120e+03
## 1381 1382 1383 1384 1385
## 1.615661e+03 2.359416e+03 -2.455437e+03 -1.388831e+03 8.845466e+02
## 1386 1387 1388 1389 1390
## -2.355011e+03 5.094989e+03 5.304811e+02 1.033137e+03 1.655153e+03
## 1391 1392 1393 1394 1395
## 2.153465e+03 -2.246945e+03 -2.095584e+03 -2.688486e+03 -7.952898e+02
## 1396 1397 1398 1399 1400
## 6.986530e+03 -1.710863e+03 7.650220e+02 6.047416e+03 1.125218e+03
## 1401 1402 1403 1404 1405
## 3.690356e+03 -1.197115e+03 -1.213230e+03 -6.252331e+02 -9.760526e+02
## 1406 1407 1408 1409 1410
## 1.939362e+03 3.242965e+02 -1.238115e+03 -1.821585e+03 -8.169372e+02
## 1411 1412 1413 1414 1415
## 7.309362e+03 1.606356e+03 1.189302e+03 -2.702271e+02 -1.109467e+03
## 1416 1417 1418 1419 1420
## -1.216053e+03 -2.053763e+03 6.243004e+03 3.842832e+03 -7.068159e+02
## 1421 1422 1423 1424 1425
## 3.353243e+03 -6.527005e+02 8.141592e+03 -1.590934e+03 -1.676760e+03
## 1426 1427 1428 1429 1430
## 1.564296e+03 1.986243e+03 2.118181e+03 2.483240e+03 -1.380174e+03
## 1431 1432 1433 1434 1435
## -1.632701e+03 -1.632996e+03 -1.375819e+03 -5.404076e+02 7.015359e+03
## 1436 1437 1438 1439 1440
## -1.733345e+03 -3.098159e+02 1.865708e+03 3.578947e+03 -1.704937e+03
## 1441 1442 1443 1444 1445
## -1.450168e+03 -1.600292e+03 -1.727996e+03 -1.350053e+03 8.014122e+03
## 1446 1447 1448 1449 1450
## -1.074171e+03 -1.409878e+03 -1.115698e+03 3.785296e+03 9.663586e+02
## 1451 1452 1453 1454 1455
## 2.823415e+03 1.192770e+03 2.166359e+03 -2.545993e+03 -1.255053e+03
## 1456 1457 1458 1459 1460
## -1.368467e+03 -1.454233e+03 -1.302701e+03 -2.647875e+03 -2.505053e+03
## 1461 1462 1463 1464 1465
## -2.355053e+03 -1.728816e+03 -2.685993e+03 5.599773e+03 -5.575260e+02
## 1466 1467 1468 1469 1470
## 3.842474e+03 -1.157526e+03 -2.047875e+03 -1.479964e+02 9.949474e+02
## 1471 1472 1473 1474 1475
## 3.304356e+03 -1.443292e+03 3.928240e+03 -1.495523e+03 -2.200227e+03
## 1476 1477 1478 1479 1480
## -1.194076e+02 6.378912e+02 3.580714e+03 -1.976585e+03 -1.345644e+03
## 1481 1482 1483 1484 1485
## -2.131168e+03 -1.303641e+03 -1.664704e+03 -1.060698e+03 -2.243292e+03
## 1486 1487 1488 1489 1490
## -2.307526e+03 -2.309757e+03 -2.497405e+03 -2.393171e+03 1.478240e+03
## 1491 1492 1493 1494 1495
## -6.121088e+02 -3.588159e+02 -1.861148e+02 3.568291e+02 -2.147875e+03
## 1496 1497 1498 1499 1500
## -2.484582e+03 -2.341168e+03 -2.459878e+03 -4.174047e+02 -2.459878e+03
## 1501 1502 1503 1504 1505
## -8.994778e+02 3.776698e+02 4.220609e+03 2.166612e+02 -7.454431e+02
## 1506 1507 1508 1509 1510
## -1.075473e+02 4.749616e+01 7.473062e+01 -8.674604e+02 -1.036278e+03
## 1511 1512 1513 1514 1515
## -1.155530e+03 -2.445212e+02 2.016177e+02 -2.434753e+01 4.473062e+01
## 1516 1517 1518 1519 1520
## 1.014470e+03 6.784180e+02 3.674093e+02 1.461444e+03 -6.523302e+02
## 1521 1522 1523 1524 1525
## -8.105733e+02 -1.344521e+03 -6.472867e+02 -1.399565e+03 5.054788e+02
## 1526 1527 1528 1529 1530
## -1.377547e+03 2.616177e+02 3.799514e+03 1.556525e+02 -1.132148e+01
## 1531 1532 1533 1534 1535
## -8.259068e+01 1.902713e+03 -5.963649e+02 -7.353562e+02 -1.189478e+03
## 1536 1537 1538 1539 1540
## -1.078469e+03 5.765743e+02 9.616177e+02 1.238505e+03 1.666487e+03
## 1541 1542 1543 1544 1545
## -9.114952e+02 -1.166452e+03 -5.564517e+02 -9.303128e+02 1.042713e+03
## 1546 1547 1548 1549 1550
## 2.896004e+02 3.383461e+03 9.513528e+00 -5.514083e+02 -6.844344e+02
## 1551 1552 1553 1554 1555
## -5.353562e+02 -1.055443e+03 -1.203513e+03 -1.193513e+03 1.252713e+03
## 1556 1557 1558 1559 1560
## -4.172867e+02 2.774962e+02 -9.555299e+02 -7.875473e+02 -1.014521e+03
## 1561 1562 1563 1564 1565
## -1.261495e+03 -1.395617e+03 -1.191321e+03 -9.105733e+02 1.675830e+02
## 1566 1567 1568 1569 1570
## 3.711444e+03 7.859168e+01 -2.325038e+02 2.547879e+01 1.841705e+03
## 1571 1572 1573 1574 1575
## -6.403996e+02 -6.803128e+02 -1.035356e+03 -1.092330e+03 -8.472867e+02
## 1576 1577 1578 1579 1580
## 4.554788e+02 7.744701e+02 1.205479e+03 1.020609e+03 1.726574e+03
## 1581 1582 1583 1584 1585
## -1.038556e+03 2.343833e+02 -1.044348e+03 -7.435994e+02 -1.133513e+03
## 1586 1587 1588 1589 1590
## 6.794267e+02 -7.573736e+02 4.387219e+02 3.747306e+02 3.346143e+01
## 1591 1592 1593 1594 1595
## -1.260573e+03 -1.194521e+03 -1.338556e+03 4.706090e+02 -6.605733e+02
## 1596 1597 1598 1599 1600
## 3.084383e+03 3.249514e+03 1.683461e+03 -1.071582e+03 -7.853562e+02
## 1601 1602 1603 1604 1605
## -9.122284e+02 -1.042570e+03 -9.556755e+02 7.181129e+02 4.451504e+02
## 1606 1607 1608 1609 1610
## -1.006986e+03 -8.745082e+02 -7.310611e+02 -7.699486e+02 6.059764e+02
## 1611 1612 1613 1614 1615
## -8.635390e+02 -7.678121e+02 -9.831976e+02 -3.961601e+02 1.570393e+03
## 1616 1617 1618 1619 1620
## -6.492659e+02 -8.904332e+02 -2.122284e+02 -8.340236e+02 -1.600919e+02
## 1621 1622 1623 1624 1625
## 1.244181e+03 -2.210611e+02 -6.905765e+02 -9.058188e+02 -3.078121e+02
## 1626 1627 1628 1629 1630
## 3.418256e+03 -3.735390e+02 3.783355e+03 -5.492659e+02 -6.145082e+02
## 1631 1632 1633 1634 1635
## -7.230544e+02 7.921879e+02 -4.405765e+02 1.348598e+03 2.399081e+02
## 1636 1637 1638 1639 1640
## 1.789389e+02 1.235492e+03 -3.731976e+02 -2.079553e+02 3.070249e+03
## 1641 1642 1643 1644 1645
## -5.797505e+02 -7.210611e+02 -9.296072e+02 -6.838803e+02 2.813620e+02
## 1646 1647 1648 1649 1650
## 4.313620e+02 8.773682e-01 -8.492659e+02 1.759764e+02 3.998598e+03
## 1651 1652 1653 1654 1655
## -5.730544e+02 -7.975052e+01 -8.774707e+02 2.957287e+03 2.992188e+03
## 1656 1657 1658 1659 1660
## 2.441812e+02 1.131219e+03 1.024666e+03 -7.315015e+02 -5.994859e+01
## 1661 1662 1663 1664 1665
## -8.154332e+02 8.246658e+02 -6.253342e+02 3.530139e+02 3.638399e+02
## 1666 1667 1668 1669 1670
## 2.740051e+03 -2.100919e+02 -4.838803e+02 5.574303e+02 1.940051e+03
## 1671 1672 1673 1674 1675
## -5.904332e+02 -6.774707e+02 2.405150e+03 -8.645082e+02 1.951504e+02
## 1676 1677 1678 1679 1680
## -2.482967e+02 -7.527130e+02 -8.525697e+02 -8.669861e+02 -6.440236e+02
## 1681 1682 1683 1684 1685
## -9.091226e+02 1.038399e+02 2.125635e+03 -2.396072e+02 -6.918871e+02
## 1686 1687 1688 1689 1690
## -6.874707e+02 -5.918871e+02 3.401504e+02 -9.324707e+02 -1.086501e+03
## 1691 1692 1693 1694 1695
## -9.848496e+02 -5.375697e+02 -4.153342e+02 -5.315015e+02 -8.331976e+02
## 1696 1697 1698 1699 1700
## -1.235676e+03 -6.240236e+02 -8.131976e+02 -1.018638e+03 -5.304332e+02
## 1701 1702 1703 1704 1705
## 9.420253e+01 -1.539094e+03 -1.660046e+03 -1.196639e+03 2.436237e+03
## 1706 1707 1708 1709 1710
## 1.749092e+03 1.353561e+03 -2.704664e+02 -1.294043e+02 -2.936733e+02
## 1711 1712 1713 1714 1715
## -1.199094e+03 -1.401328e+03 -1.567811e+03 -1.494625e+03 -1.023673e+03
## 1716 1717 1718 1719 1720
## -1.594625e+03 -1.278984e+03 1.845596e+03 -7.901561e+02 1.003140e+03
## 1721 1722 1723 1724 1725
## -1.356639e+03 -1.599094e+03 -2.057975e+02 -1.345466e+03 -1.387629e+02
## 1726 1727 1728 1729 1730
## -4.245147e+02 -1.440997e+03 -1.299935e+03 -1.655797e+03 -8.759078e+02
## 1731 1732 1733 1734 1735
## -1.417811e+03 -1.095466e+03 -1.681218e+03 -1.506639e+03 -1.545466e+03
## 1736 1737 1738 1739 1740
## -1.367811e+03 -3.887629e+02 -1.684735e+03 -1.978112e+02 -1.591218e+03
## 1741 1742 1743 1744 1745
## 4.344233e+02 -3.535630e+02 -1.759078e+02 -1.501328e+03 -1.603563e+03
## 1746 1747 1748 1749 1750
## -1.663342e+03 -1.147701e+03 -1.545466e+03 -1.349935e+03 3.793361e+03
## 1751 1752 1753 1754 1755
## 4.027830e+03 -7.832319e+02 3.284534e+03 3.421016e+03 -2.588733e+02
## 1756 1757 1758 1759 1760
## -1.151439e+03 -1.511218e+03 3.852646e+02 2.011267e+02 6.866577e+02
## 1761 1762 1763 1764 1765
## 6.010163e+02 1.998672e+03 7.139734e+03 -1.365908e+03 -8.102664e+02
## 1766 1767 1768 1769 1770
## -1.448873e+03 -1.830266e+03 5.999543e+02 1.263030e+03 -1.120156e+03
## 1771 1772 1773 1774 1775
## -1.436733e+02 -1.392044e+02 -2.950457e+02 1.503750e+02 1.119092e+03
## 1776 1777 1778 1779 1780
## 1.532189e+03 1.068782e+03 -2.606871e+02 4.452299e+03 4.678561e+03
## 1781 1782 1783 1784 1785
## 1.590026e+02 2.559003e+03 4.423251e+03 -1.256639e+03 -1.608984e+03
## 1786 1787 1788 1789 1790
## -1.596749e+03 -2.367334e+01 3.120784e+02 -2.544043e+02 1.303140e+03
## 1791 1792 1793 1794 1795
## 6.916547e+03 -1.294625e+03 3.098439e+02 -1.099094e+03 -1.641439e+03
## 1796 1797 1798 1799 1800
## 4.366577e+02 -1.285577e+03 -7.700872e+00 3.705375e+03 -6.566388e+02
## 1801 1802 1803 1804 1805
## 2.854191e+02 -1.287677e+03 -1.569029e+03 -1.368816e+03 -1.541698e+03
## 1806 1807 1808 1809 1810
## -1.514367e+03 2.629410e+04 -2.160346e+03 3.166985e+03 -1.678353e+03
## 1811 1812 1813 1814 1815
## -1.096360e+03 -1.087464e+03 1.203426e+03 -1.787677e+03 -7.486912e+02
## 1816 1817 1818 1819 1820
## -5.985950e+02 -1.733015e+03 -1.032588e+03 -1.651022e+03 -1.733015e+03
## 1821 1822 1823 1824 1825
## -8.603461e+02 -2.069243e+03 -1.459705e+03 -2.193015e+03 -1.591698e+03
## 1826 1827 1828 1829 1830
## 4.214332e+02 -2.196787e+03 -3.508086e+02 -2.146360e+03 -2.341236e+03
## 1831 1832 1833 1834 1835
## 3.913640e+03 3.737875e+03 -9.117874e+02 -1.753478e+03 -1.510133e+03
## 1836 1837 1838 1839 1840
## -1.654794e+03 -1.869243e+03 -9.221255e+02 -1.913905e+03 -1.618140e+03
## 1841 1842 1843 1844 1845
## -5.657384e+01 8.249919e+02 1.734529e+03 -7.339048e+02 -1.756842e+02
## 1846 1847 1848 1849 1850
## 3.791022e+02 6.602875e+03 -1.564367e+03 -8.647945e+02 1.479654e+03
## 1851 1852 1853 1854 1855
## -1.978140e+03 -1.394581e+03 -1.643673e+02 8.707571e+02 -2.015898e+03
## 1856 1857 1858 1859 1860
## -7.697945e+02 1.608302e+03 1.399405e+03 8.078745e+02 -8.626771e+02
## 1861 1862 1863 1864 1865
## 3.667198e+03 -6.330152e+02 -7.704706e+02 3.890295e+03 4.469743e+03
## 1866 1867 1868 1869 1870
## 2.942750e+03 2.413426e+03 4.052074e+03 -1.443478e+03 -1.712802e+03
## 1871 1872 1873 1874 1875
## -5.874635e+02 3.000295e+03 -1.096574e+03 6.098675e+02 2.059405e+03
## 1876 1877 1878 1879 1880
## 1.393213e+03 7.301647e+03 -1.855008e+03 2.529405e+03 -1.987464e+03
## 1881 1882 1883 1884 1885
## -3.494565e+02 -2.023691e+03 -6.830152e+02 1.624529e+03 -2.008816e+03
## 1886 1887 1888 1889 1890
## -2.163905e+03 -2.163478e+03 -1.984581e+03 -4.914776e+02 -2.315008e+03
## 1891 1892 1893 1894 1895
## -2.136574e+03 -2.091912e+03 3.442074e+03 -1.241022e+03 -6.565738e+02
## 1896 1897 1898 1899 1900
## -1.271022e+03 -1.575684e+03 -1.930133e+03 -1.987677e+03 -4.336912e+02
## 1901 1902 1903 1904 1905
## 7.747503e+02 1.010134e+03 1.316037e+03 4.447503e+02 1.158854e+03
## 1906 1907 1908 1909 1910
## 2.648854e+03 7.882189e+03 -5.367864e+02 -2.567864e+02 -8.507619e+02
## 1911 1912 1913 1914 1915
## -5.585792e+02 1.268342e+03 -4.493533e+02 6.307805e+02 1.221933e+03
## 1916 1917 1918 1919 1920
## -1.055506e+03 -1.004994e+03 -3.194756e+02 8.034697e+02 -4.272986e+02
## 1921 1922 1923 1924 1925
## -8.567864e+02 -9.293475e+02 -1.028579e+03 2.575524e+03 4.537259e+02
## 1926 1927 1928 1929 1930
## -1.988353e+02 -1.842195e+02 -1.035506e+03 -1.074481e+03 -1.023451e+03
## 1931 1932 1933 1934 1935
## -5.121705e+02 -2.585792e+02 -3.462741e+02 1.712189e+03 -3.755058e+02
## 1936 1937 1938 1939 1940
## -4.975547e+02 -9.478108e+02 -9.080670e+02 -1.118067e+03 -5.316583e+02
## 1941 1942 1943 1944 1945
## -1.068451e+03 2.696223e+02 -8.390914e+02 1.864750e+03 -9.610180e+02
## 1946 1947 1948 1949 1950
## 5.318050e+02 2.474494e+03 -1.634511e+02 -9.116583e+02 -8.780670e+02
## 1951 1952 1953 1954 1955
## 2.280647e+03 9.255244e+02 -3.865303e+02 -4.585792e+02 -8.521705e+02
## 1956 1957 1958 1959 1960
## -9.190914e+02 -3.652497e+02 -8.657619e+02 -9.024267e+02 -1.032683e+03
## 1961 1962 1963 1964 1965
## -1.225506e+03 -6.585792e+02 1.763470e+03 -8.293889e+01 -9.170425e+02
## 1966 1967 1968 1969 1970
## -7.706339e+02 -1.176018e+03 -9.901216e+02 5.106677e+03 -1.594756e+02
## 1971 1972 1973 1974 1975
## -8.203777e+02 -8.842195e+02 -9.330670e+02 -4.729860e+01 3.901345e+02
## 1976 1977 1978 1979 1980
## 1.254878e+03 6.570611e+02 5.961647e+02 9.306467e+02 -1.114608e+01
## 1981 1982 1983 1984 1985
## 3.912928e+02 -8.817864e+02 -7.134511e+02 -1.107427e+03 -1.794756e+02
## 1986 1987 1988 1989 1990
## -1.257619e+02 3.478295e+02 -9.672986e+02 -3.511461e+02 -9.719144e+02
## 1991 1992 1993 1994 1995
## -8.942195e+02 -3.255058e+02 -2.726828e+02 -7.893475e+02 -9.937072e+02
## 1996 1997 1998 1999 2000
## -1.107811e+03 3.565781e+03 -7.319501e+01 -3.585792e+02 -5.719144e+02
## 2001 2002 2003 2004 2005
## -1.112976e+03 -9.158814e+02 -8.931670e+02 -7.356903e+02 2.656691e+03
## 2006 2007 2008 2009 2010
## -9.463566e+02 2.606833e+03 -4.735002e+02 -1.962146e+02 -6.765477e+02
## 2011 2012 2013 2014 2015
## -1.562976e+03 -1.276548e+03 -1.662976e+03 -3.158814e+02 4.037854e+02
## 2016 2017 2018 2019 2020
## -1.123500e+03 -9.765477e+02 -1.288738e+03 -1.182643e+03 -1.200786e+03
## 2021 2022 2023 2024 2025
## -1.459928e+03 -6.568809e+02 -1.134167e+03 -1.131119e+03 -9.280715e+02
## 2026 2027 2028 2029 2030
## -1.258071e+03 -1.456881e+03 -1.780715e+02 -1.087738e+03 -1.562643e+03
## 2031 2032 2033 2034 2035
## -8.477383e+02 1.931191e+02 2.753785e+03 -9.250240e+02 -8.446908e+02
## 2036 2037 2038 2039 2040
## -2.959525e+01 -1.513833e+03 -1.562976e+03 -5.674052e+02 -1.488738e+03
## 2041 2042 2043 2044 2045
## 5.244547e+03 -1.311190e+02 3.012024e+03 -8.688334e+02 -1.406785e+03
## 2046 2047 2048 2049 2050
## -1.212310e+03 4.941186e+02 2.825948e+02 1.285833e+03 1.688643e+03
## 2051 2052 2053 2054 2055
## -8.873096e+02 -1.119595e+03 3.573572e+02 -1.871357e+03 -1.272141e+02
## 2056 2057 2058 2059 2060
## 1.553785e+03 -8.750240e+02 -1.662976e+03 -1.362976e+03 -7.916433e+02
## 2061 2062 2063 2064 2065
## -4.553571e+02 -1.341665e+02 -1.444833e+03 -9.523096e+02 -7.129759e+02
## 2066 2067 2068 2069 2070
## -9.644997e+02 4.616663e+01 -7.704527e+02 -2.174052e+02 1.617357e+03
## 2071 2072 2073 2074 2075
## -7.916433e+02 -1.870595e+03 -1.273500e+03 -1.588738e+03 -6.757858e+02
## 2076 2077 2078 2079 2080
## -8.962146e+02 2.265833e+03 -4.750240e+02 -1.219262e+03 1.231071e+03
## 2081 2082 2083 2084 2085
## 1.405309e+03 3.841186e+02 -1.485690e+03 4.112622e+02 2.085500e+03
## 2086 2087 2088 2089 2090
## -2.614522e+02 -1.255024e+03 1.050738e+03 -9.826428e+02 -1.099262e+03
## 2091 2092 2093 2094 2095
## -1.311190e+02 4.646167e+03 3.882453e+03 4.506833e+03 -1.066023e+03
## 2096 2097 2098 2099 2100
## 5.348548e+03 5.462786e+03 4.911262e+03 4.011262e+03 2.415833e+03
## 2101 2102 2103 2104 2105
## -1.688263e+03 2.300542e+03 1.837334e+03 -2.032658e+03 4.617445e+02
## 2106 2107 2108 2109 2110
## -1.628255e+03 -2.025858e+03 -7.218637e+02 1.475345e+03 4.427743e+03
## 2111 2112 2113 2114 2115
## 3.441348e+02 1.550935e+03 -1.653861e+03 -1.026266e+03 -2.081062e+03
## 2116 2117 2118 2119 2120
## -4.762662e+02 -1.783066e+03 -1.819859e+03 -1.785858e+03 1.152940e+03
## 2121 2122 2123 2124 2125
## -8.970604e+02 -2.262666e+03 -2.110543e+02 4.380141e+03 -1.692658e+03
## 2126 2127 2128 2129 2130
## 8.917369e+02 1.057735e+03 1.239339e+03 -1.472257e+03 -9.858652e+02
## 2131 2132 2133 2134 2135
## -9.106610e+02 -2.014655e+03 3.733405e+02 -5.194659e+02 -1.642265e+03
## 2136 2137 2138 2139 2140
## -1.678664e+03 5.244135e+03 1.388946e+03 1.193741e+03 7.366344e+03
## 2141 2142 2143 2144 2145
## -1.531455e+03 -1.033066e+03 -2.228664e+03 -2.586564e+02 4.364536e+03
## 2146 2147 2148 2149 2150
## 2.441344e+03 -1.460661e+03 5.325387e+02 -2.269065e+03 8.053415e+01
## 2151 2152 2153 2154 2155
## 2.273341e+03 -1.815457e+03 -2.153861e+03 -1.861054e+03 6.481439e+02
## 2156 2157 2158 2159 2160
## -4.706037e+01 -2.067658e+03 -1.345056e+03 -1.835464e+03 1.030534e+03
## 2161 2162 2163 2164 2165
## 1.312138e+03 1.364536e+03 -1.774655e+03 -2.260464e+03 4.985372e+02
## 2166 2167 2168 2169 2170
## 3.253872e+01 2.961393e+02 1.378136e+03 1.634543e+03 -2.222257e+03
## 2171 2172 2173 2174 2175
## -1.856098e+00 -1.314552e+02 6.027743e+03 1.782145e+03 -2.138255e+03
## 2176 2177 2178 2179 2180
## 1.893811e+01 1.057735e+03 -1.671455e+03 -8.330588e+02 -2.055858e+03
## 2181 2182 2183 2184 2185
## 1.169335e+02 4.684740e+03 -6.266595e+02 -1.194663e+03 2.380141e+03
## 2186 2187 2188 2189 2190
## 1.761745e+03 1.500542e+03 -1.440260e+03 -8.294582e+02 -2.073861e+03
## 2191 2192 2193 2194 2195
## 1.173341e+03 -1.124655e+03 3.893741e+03 -9.382555e+02 2.932539e+03
## 2196 2197 2198 2199 2200
## -1.599458e+03 -1.853861e+03 -1.964655e+03 -1.031455e+03 -1.219859e+03
##
## $Phosphorus
## 1 2 3 4 5
## 2.227647e+03 4.157554e+02 2.380485e+03 2.145350e+03 1.152276e+05
## 6 7 8 9 10
## -1.331136e+03 2.880485e+03 1.856972e+03 5.368728e+03 6.415755e+03
## 11 12 13 14 15
## 4.356972e+03 8.746743e+02 1.415755e+03 -1.607758e+03 -1.678299e+03
## 16 17 18 19 20
## -4.081812e+03 -4.519380e+03 -4.094650e+03 -2.193797e+02 -2.954650e+03
## 21 22 23 24 25
## -2.787082e+03 -3.035866e+03 2.427512e+03 -2.384109e+03 -1.913569e+03
## 26 27 28 29 30
## 1.756972e+03 -3.722488e+03 -3.828299e+03 -4.340055e+03 -3.616542e+03
## 31 32 33 34 35
## -3.146001e+03 -7.546499e+02 -3.281136e+03 -1.743028e+03 -2.381272e+03
## 36 37 38 39 40
## -1.019515e+03 -3.646001e+03 -4.157623e+03 -4.110596e+03 -3.898839e+03
## 41 42 43 44 45
## -3.622353e+03 -3.370824e+02 1.839269e+03 -1.995866e+03 -2.284785e+03
## 46 47 48 49 50
## -2.454650e+03 -1.900554e+02 -2.307623e+03 -2.460596e+03 3.804851e+02
## 51 52 53 54 55
## 1.757107e+03 1.639269e+03 -3.407758e+03 -4.010731e+03 -1.454785e+03
## 56 57 58 59 60
## -2.019380e+03 8.687283e+02 -3.542893e+03 -4.225326e+03 -3.619515e+03
## 61 62 63 64 65
## -2.895866e+03 -2.584245e+03 -8.424464e+01 -3.242893e+03 -3.613569e+03
## 66 67 68 69 70
## -4.084109e+03 -3.731272e+03 -3.472488e+03 -6.253257e+02 -3.157758e+03
## 71 72 73 74 75
## -2.454785e+03 1.112918e+03 -4.022353e+03 -4.060596e+03 -2.631272e+03
## 76 77 78 79 80
## -9.428932e+02 -2.913569e+03 -7.546499e+02 -2.442893e+03 -1.984109e+03
## 81 82 83 84 85
## -3.960014e+02 -3.237082e+03 -3.143028e+03 -3.260596e+03 3.157554e+02
## 86 87 88 89 90
## 1.493927e+04 1.748940e+04 1.582170e+04 -3.093028e+03 -3.578299e+03
## 91 92 93 94 95
## -3.343028e+03 -3.148839e+03 -3.437082e+03 -2.715866e+03 -2.651542e+03
## 96 97 98 99 100
## 1.446743e+02 -1.288569e+03 -2.769515e+03 -4.204650e+03 -3.906136e+03
## 101 102 103 104 105
## 2.347192e+02 -1.573733e+03 -1.302078e+03 -1.526900e+03 1.006196e+03
## 106 107 108 109 110
## -2.337681e+02 1.066232e+03 4.797903e+02 3.701267e+03 6.547903e+02
## 111 112 113 114 115
## -9.487326e+02 1.317993e+03 -1.546971e+03 -1.173733e+03 -1.040281e+03
## 116 117 118 119 120
## 1.123100e+03 -8.886971e+02 4.123187e+01 5.313740e+02 7.880644e+02
## 121 122 123 124 125
## -9.302453e+02 1.631338e+03 -1.658590e+03 -9.453874e+02 2.464648e+03
## 126 127 128 129 130
## 2.174684e+03 -5.154585e+02 -8.570067e+02 -4.853519e+02 -5.652808e+02
## 131 132 133 134 135
## -5.788392e+02 -9.770778e+02 -1.205245e+03 -1.328839e+03 -1.092042e+03
## 136 137 138 139 140
## 1.356267e+03 -1.176590e+03 5.650644e+02 -9.538392e+02 6.497547e+02
## 141 142 143 144 145
## 7.884096e+02 -1.011733e+03 1.369648e+03 -1.163210e+03 5.516837e+02
## 146 147 148 149 150
## -9.170422e+02 6.597903e+02 7.950999e+02 -1.015078e+03 2.622922e+03
## 151 152 153 154 155
## -1.375494e+03 -1.775494e+03 -1.395210e+03 -1.688037e+02 1.347192e+02
## 156 157 158 159 160
## -4.188037e+02 2.801267e+03 9.980999e+02 -7.017326e+02 4.211608e+02
## 161 162 163 164 165
## 3.546126e+02 -9.452097e+02 -1.075316e+03 2.974506e+03 3.014648e+03
## 166 167 168 169 170
## 3.031374e+03 3.004613e+03 1.404613e+03 1.371161e+03 -6.152808e+02
## 171 172 173 174 175
## -1.665458e+03 -1.535352e+03 -1.172149e+03 6.213385e+02 8.845415e+02
## 176 177 178 179 180
## -6.219712e+02 -1.015458e+03 -7.320067e+02 3.894577e+03 5.811963e+02
## 181 182 183 184 185
## -2.719712e+02 -1.662113e+03 1.794755e+03 -1.521971e+03 -1.048555e+03
## 186 187 188 189 190
## -1.818804e+03 -1.495210e+03 -8.221489e+02 6.480999e+02 -1.645210e+03
## 191 192 193 194 195
## -1.398555e+03 -1.511936e+03 -1.900316e+03 -4.353519e+02 1.547903e+02
## 196 197 198 199 200
## -6.552453e+02 -1.078839e+03 3.509719e+03 -9.769001e+02 2.894755e+03
## 201 202 203 204 205
## 4.305074e+02 5.555074e+02 2.669696e+02 -1.744493e+03 -7.425418e+02
## 206 207 208 209 210
## 5.761173e+02 5.514288e+03 1.514288e+03 2.349409e+03 -9.032729e+02
## 211 212 213 214 215
## -1.568152e+03 -1.158152e+03 -1.429981e+03 -2.325591e+03 -2.050591e+03
## 216 217 218 219 220
## -1.729493e+03 2.225750e+03 -2.015102e+03 -1.870834e+03 -4.857122e+02
## 221 222 223 224 225
## 1.720386e+03 3.730681e+02 -1.070834e+03 -5.269319e+02 -1.750591e+03
## 226 227 228 229 230
## 1.952458e+03 -2.038761e+03 -1.791811e+03 -5.914434e+02 4.730681e+02
## 231 232 233 234 235
## 3.379468e+02 -1.750224e+03 -2.291811e+03 -8.708335e+02 -9.002237e+02
## 236 237 238 239 240
## 7.669696e+02 -1.733030e+03 -5.948599e+02 -7.120532e+02 -1.171201e+03
## 241 242 243 244 245
## 1.558189e+03 -2.144860e+03 -1.612053e+03 -1.776932e+03 -1.018152e+03
## 246 247 248 249 250
## -1.109371e+03 -2.395811e+03 5.637947e+03 -6.918107e+02 -1.226932e+03
## 251 252 253 254 255
## 3.699776e+03 -1.703273e+03 7.051401e+02 6.585566e+02 6.308189e+03
## 256 257 258 259 260
## 4.524582e+02 -1.068152e+03 5.348976e+02 2.493678e+03 -1.600224e+03
## 261 262 263 264 265
## -1.974250e+03 -9.444926e+02 -1.623883e+03 -1.109371e+03 -1.423883e+03
## 266 267 268 269 270
## -8.826630e+02 4.787579e+03 2.936779e+02 -2.742500e+02 -1.562053e+03
## 271 272 273 274 275
## 2.396727e+03 -1.465102e+03 -1.423883e+03 1.428775e+01 -5.536402e+02
## 276 277 278 279 280
## -5.002237e+02 5.034898e+03 -1.562053e+03 -1.782663e+03 -7.796138e+02
## 281 282 283 284 285
## -6.505910e+02 2.699776e+03 -3.536402e+02 1.826117e+03 -4.212008e+02
## 286 287 288 289 290
## -9.708335e+02 -1.932663e+03 1.455140e+03 -1.938761e+03 -1.341811e+03
## 291 292 293 294 295
## -1.321201e+03 1.352458e+03 6.387947e+03 1.620019e+03 3.661239e+03
## 296 297 298 299 300
## -1.174250e+03 1.311239e+03 6.725750e+03 -1.783030e+03 1.243678e+03
## 301 302 303 304 305
## -2.030024e+03 -3.556255e+01 -2.772543e+02 -1.332239e+03 -5.805776e+02
## 306 307 308 309 310
## 1.217207e+03 -1.878362e+03 -3.241101e+03 -1.779470e+03 -3.794698e+02
## 311 312 313 314 315
## 5.321084e+03 -1.283621e+02 2.708899e+03 2.199763e+02 -1.189994e+03
## 316 317 318 319 320
## -2.739440e+03 7.594525e+02 -2.891101e+03 -1.427254e+03 2.467207e+03
## 321 322 323 324 325
## 1.810006e+03 5.967207e+03 3.714437e+03 2.017761e+03 1.163884e+03
## 326 327 328 329 330
## -1.540548e+03 2.568315e+03 1.620890e+04 2.719976e+03 -2.438332e+03
## 331 332 333 334 335
## 8.605603e+02 -8.866703e+02 -1.637224e+03 3.605603e+02 4.618869e+03
## 336 337 338 339 340
## -1.929470e+03 -1.029470e+03 -2.081131e+03 -1.231685e+03 -1.540548e+03
## 341 342 343 344 345
## -2.186670e+03 -6.122393e+02 2.566653e+03 -2.836207e+01 -7.780818e+01
## 346 347 348 349 350
## -2.739440e+03 2.617207e+03 -2.236670e+03 -1.130024e+03 -2.491101e+03
## 351 352 353 354 355
## 1.413330e+03 2.116099e+03 2.064991e+03 6.160560e+03 4.618869e+03
## 356 357 358 359 360
## 2.963884e+03 2.409452e+03 -7.946984e+01 3.568315e+03 -1.327808e+03
## 361 362 363 364 365
## -3.168537e+01 -4.839009e+02 -1.936116e+03 -1.737778e+03 -2.888886e+03
## 366 367 368 369 370
## -2.183347e+03 -1.335009e+03 -4.827931e+02 -2.687778e+03 -1.533901e+03
## 371 372 373 374 375
## -1.327808e+03 8.705302e+02 -1.230578e+03 -3.911014e+02 9.694224e+02
## 376 377 378 379 380
## -2.187778e+03 -1.835009e+03 -1.938332e+03 2.315545e+03 -1.282793e+03
## 381 382 383 384 385
## -8.405475e+02 1.810006e+03 3.727457e+02 1.070530e+03 -1.384455e+03
## 386 387 388 389 390
## -1.884455e+03 1.776075e+01 -1.435009e+03 4.660991e+02 -1.735009e+03
## 391 392 393 394 395
## -2.037224e+03 -1.189994e+03 -2.486670e+03 -1.733901e+03 5.221918e+02
## 396 397 398 399 400
## -1.632793e+03 -1.831685e+03 5.144374e+02 -1.731685e+03 -1.580024e+03
## 401 402 403 404 405
## -2.516418e+03 -3.772806e+03 -5.173619e+03 -8.584047e+02 -4.916824e+03
## 406 407 408 409 410
## -5.021020e+03 3.597984e+03 -2.644003e+03 6.284394e+03 -3.787208e+03
## 411 412 413 414 415
## -4.156055e+02 -1.701204e+03 -3.416418e+03 -1.874025e+03 -3.116418e+03
## 416 417 418 419 420
## -3.744409e+03 -9.156055e+02 -3.287614e+03 -1.230413e+03 -9.020160e+02
## 421 422 423 424 425
## -3.901610e+03 2.547788e+02 -9.440029e+02 -1.488020e+03 -3.459217e+03
## 426 427 428 429 430
## -1.802016e+03 -4.416418e+03 -1.073212e+03 -1.501204e+03 -1.645221e+03
## 431 432 433 434 435
## -1.844815e+03 -2.373619e+03 3.312792e+03 -1.659217e+03 -3.087208e+03
## 436 437 438 439 440
## -3.073619e+03 -3.716418e+03 -1.558811e+03 -3.430819e+03 -3.300073e+02
## 441 442 443 444 445
## -2.973212e+03 -2.728064e+02 -2.730413e+03 -3.945221e+03 1.417638e+04
## 446 447 448 449 450
## 2.356198e+04 -2.102016e+03 1.337719e+04 5.305591e+03 7.119587e+03
## 451 452 453 454 455
## -3.623212e+03 1.592638e+04 -2.980413e+03 -1.494003e+03 9.487962e+02
## 456 457 458 459 460
## 4.297578e+03 4.726381e+03 -2.901610e+03 -4.702422e+03 -3.208811e+03
## 461 462 463 464 465
## 2.681198e+04 -4.952422e+03 -3.074025e+03 1.606198e+04 -3.274025e+03
## 466 467 468 469 470
## -1.202422e+03 -3.259623e+03 1.669993e+03 1.191806e+02 -2.858405e+03
## 471 472 473 474 475
## -1.230007e+03 -3.302422e+03 -2.587614e+03 -2.123619e+03 5.327194e+03
## 476 477 478 479 480
## -5.164177e+02 -1.901204e+03 5.979840e+02 2.869181e+03 -2.304134e+02
## 481 482 483 484 485
## -1.030819e+03 -9.164177e+02 -2.587614e+03 2.309160e+04 -2.544409e+03
## 486 487 488 489 490
## -1.844003e+03 -8.024221e+02 -2.088020e+03 -2.459217e+03 -2.158811e+03
## 491 492 493 494 495
## -2.744003e+03 -7.448151e+02 4.695866e+02 4.691806e+02 -2.358811e+03
## 496 497 498 499 500
## 4.407832e+02 -7.164177e+02 -2.430007e+03 -2.259217e+03 -1.087208e+03
## 501 502 503 504 505
## 2.880525e+03 -1.969724e+03 -1.664699e+03 2.410675e+03 3.554007e+02
## 506 507 508 509 510
## 9.106749e+02 2.503758e+02 -1.249126e+03 -2.159674e+03 -9.395744e+02
## 511 512 513 514 515
## 9.805253e+02 -1.254649e+03 1.310675e+03 1.335799e+03 1.800625e+03
## 516 517 518 519 520
## 2.403259e+02 3.850874e+03 7.503758e+02 3.006250e+02 -1.864699e+03
## 521 522 523 524 525
## 2.605650e+03 9.805253e+02 6.570475e+03 5.855502e+02 -2.449960e+01
## 526 527 528 529 530
## 5.545351e+03 -1.474749e+03 -7.091756e+02 -1.089325e+03 -1.789325e+03
## 531 532 533 534 535
## 6.056499e+02 -1.089325e+03 -9.993750e+02 -5.546491e+02 1.403259e+02
## 536 537 538 539 540
## -8.993750e+02 -1.054151e+03 -6.596741e+02 1.905752e+02 3.805253e+02
## 541 542 543 544 545
## 2.470475e+03 -1.194350e+03 2.635799e+03 -9.596741e+02 5.385550e+03
## 546 547 548 549 550
## 6.056499e+02 1.704755e+02 2.056499e+02 3.508743e+02 -1.874749e+03
## 551 552 553 554 555
## -4.646990e+02 -2.084300e+03 -1.269225e+03 -6.541507e+02 -9.792753e+02
## 556 557 558 559 560
## 8.207247e+02 -1.354151e+03 -2.043999e+02 -1.369225e+03 5.403259e+02
## 561 562 563 564 565
## -9.496242e+02 -1.929525e+03 -1.354649e+03 -5.967407e+01 -5.415065e+01
## 566 567 568 569 570
## -1.479275e+03 -1.264201e+03 -1.859176e+03 -1.049126e+03 -1.099375e+03
## 571 572 573 574 575
## -1.646990e+02 -1.954649e+03 2.845351e+03 -1.295245e+02 3.915700e+03
## 576 577 578 579 580
## 5.630276e+03 -9.937498e+01 9.257496e+02 -1.799375e+03 2.665451e+03
## 581 582 583 584 585
## -1.099375e+03 -1.944599e+03 -1.529525e+03 -2.079275e+03 -1.524500e+03
## 586 587 588 589 590
## -1.274250e+03 1.055401e+03 -1.149624e+03 -9.697239e+02 -4.993750e+02
## 591 592 593 594 595
## -1.464201e+03 -1.164699e+03 2.503758e+02 4.458493e+02 2.654506e+02
## 596 597 598 599 600
## -1.169724e+03 -9.295245e+02 -9.424826e+00 3.704755e+02 -6.295245e+02
## 601 602 603 604 605
## 5.590935e+03 -5.231762e+02 -5.090655e+02 -6.949548e+02 5.045204e+00
## 606 607 608 609 610
## -8.808441e+02 -6.526227e+02 -1.655082e+02 -5.937296e+02 -6.348365e+02
## 611 612 613 614 615
## 3.108721e+03 3.548602e+03 2.074956e+02 4.639383e+02 1.151053e+03
## 616 617 618 619 620
## -1.385120e+02 -1.372869e+02 4.332666e+02 9.087207e+02 6.271314e+01
## 621 622 623 624 625
## 1.278049e+03 8.627131e+02 -7.501724e+02 -2.630579e+02 -1.385120e+02
## 626 627 628 629 630
## 1.249828e+03 9.191559e+02 1.419156e+03 -5.808441e+02 9.473773e+02
## 631 632 633 634 635
## -3.066151e+02 -3.078403e+02 1.228314e+02 1.122831e+03 -5.526227e+02
## 636 637 638 639 640
## -1.857840e+03 9.203811e+02 -7.207258e+02 -4.783937e+02 1.019156e+03
## 641 642 643 644 645
## -1.038512e+03 -3.526227e+02 -2.385120e+02 -3.219510e+02 -1.350172e+03
## 646 647 648 649 650
## 1.651635e+02 4.179274e+03 1.092160e+03 4.473773e+02 -1.757840e+03
## 651 652 653 654 655
## -1.378394e+03 -1.636062e+03 -5.219510e+02 -7.642831e+02 -9.667334e+02
## 656 657 658 659 660
## 1.079274e+03 7.510528e+02 4.921597e+02 -9.937296e+02 -1.448947e+03
## 661 662 663 664 665
## -1.466733e+03 2.357169e+02 1.473773e+02 6.921597e+02 1.093385e+03
## 666 667 668 669 670
## 9.486025e+02 -9.078403e+02 -1.306615e+03 -1.663058e+03 6.087207e+02
## 671 672 673 674 675
## 9.933849e+02 -1.279619e+03 6.087207e+02 2.136942e+03 3.165163e+03
## 676 677 678 679 680
## 2.498276e+02 1.136942e+03 1.334492e+03 5.405045e+03 -1.120726e+03
## 681 682 683 684 685
## -2.771686e+02 -1.113058e+03 -1.971951e+03 -2.064283e+03 -1.852623e+03
## 686 687 688 689 690
## -1.894955e+03 -1.950172e+03 -2.134837e+03 -2.063058e+03 -6.630579e+02
## 691 692 693 694 695
## -1.423176e+03 5.344918e+02 -6.231762e+02 -7.501724e+02 -2.020726e+03
## 696 697 698 699 700
## -1.963058e+03 7.107169e+02 1.399828e+03 -1.425172e+03 6.421597e+02
## 701 702 703 704 705
## -2.876099e+02 -6.073360e+02 -3.437904e+02 -6.063368e+02 -6.031538e+02
## 706 707 708 709 710
## -4.625173e+02 -6.427912e+02 3.315573e+03 1.155730e+02 1.430118e+03
## 711 712 713 714 715
## -9.063368e+02 -1.475064e+03 -7.708815e+02 -8.115181e+02 -4.260628e+02
## 716 717 718 719 720
## -1.965181e+02 -6.625173e+02 -1.253154e+03 -1.697973e+03 1.926640e+02
## 721 722 723 724 725
## 1.070754e+03 -1.729246e+03 -1.079246e+03 -1.320881e+03 -1.480245e+03
## 726 727 728 729 730
## -1.643790e+03 1.861391e+03 3.242664e+03 -1.201518e+03 2.149119e+03
## 731 732 733 734 735
## 3.007209e+03 -7.479725e+02 -1.764064e+03 7.874936e+03 -2.302449e+02
## 736 737 738 739 740
## -1.146973e+03 -1.224064e+03 4.197551e+02 2.366572e+03 1.432209e+03
## 741 742 743 744 745
## 2.198845e+03 -1.796973e+03 -7.886091e+02 -2.024064e+03 -1.884427e+03
## 746 747 748 749 750
## -2.051155e+03 -1.938609e+03 2.734936e+03 1.579300e+03 3.105118e+03
## 751 752 753 754 755
## -1.250636e+02 1.698845e+03 1.363390e+03 2.966572e+03 -6.251726e+01
## 756 757 758 759 760
## -1.787609e+03 5.661391e+03 1.253027e+03 -1.030245e+03 3.072088e+02
## 761 762 763 764 765
## 1.861391e+03 -5.573360e+02 -5.979725e+02 -1.284427e+03 -1.003154e+03
## 766 767 768 769 770
## -1.233428e+03 -6.115181e+02 3.342998e+02 -1.985608e+03 -3.153848e+00
## 771 772 773 774 775
## 9.426640e+02 -9.334278e+02 -3.011555e+02 2.253027e+03 7.530266e+02
## 776 777 778 779 780
## 1.456210e+03 2.969755e+03 1.429119e+03 -4.250636e+02 -1.070881e+03
## 781 782 783 784 785
## -1.386091e+02 -2.041790e+03 -1.919882e+03 -2.282610e+03 8.426640e+02
## 786 787 788 789 790
## 5.969755e+03 -2.979725e+02 -5.625173e+02 -9.573360e+02 -5.166994e+02
## 791 792 793 794 795
## -2.248519e+03 -1.999154e+03 9.291185e+02 -3.708815e+02 -2.161700e+03
## 796 797 798 799 800
## -7.063368e+02 -1.260519e+03 -1.887610e+03 -1.260519e+03 -1.657336e+03
## 801 802 803 804 805
## 2.953377e+03 2.988723e+03 -5.089204e+02 -2.419101e+02 -1.234841e+03
## 806 807 808 809 810
## -1.034841e+03 -2.034197e+03 9.934360e+02 9.816539e+02 2.495792e+03
## 811 812 813 814 815
## -2.489794e+02 -2.038267e+03 -2.024128e+03 -1.756049e+03 -2.046336e+03
## 816 817 818 819 820
## 1.946308e+03 -2.005633e+03 -2.005920e+03 3.974585e+03 -2.048336e+03
## 821 822 823 824 825
## -6.560486e+02 -1.211277e+03 -1.123059e+03 -1.261277e+03 -2.004920e+03
## 826 827 828 829 830
## 3.769411e+02 -1.599495e+03 -2.032197e+03 -1.198979e+03 -2.012702e+03
## 831 832 833 834 835
## -2.049692e+03 -1.015990e+03 1.548664e+03 -6.513358e+02 -2.541529e+01
## 836 837 838 839 840
## 5.792975e+02 -4.871973e+02 -8.018512e+02 -2.000208e+03 2.995792e+03
## 841 842 843 844 845
## -1.470702e+03 -1.020702e+03 -2.010702e+03 -2.021128e+03 -7.971384e+02
## 846 847 848 849 850
## 5.988723e+03 -1.053692e+03 4.840103e+02 1.988723e+03 1.667515e+03
## 851 852 853 854 855
## -1.041910e+03 -1.218346e+03 -1.004208e+03 -1.053692e+03 -1.127772e+03
## 856 857 858 859 860
## 4.463078e+02 1.451021e+03 -2.039910e+03 -2.777169e+01 -4.426655e+01
## 861 862 863 864 865
## 1.348664e+03 4.446308e+03 2.410796e+02 2.469872e+03 2.574585e+03
## 866 867 868 869 870
## -1.225415e+03 -2.022415e+03 5.675155e+02 4.651591e+02 -5.277717e+02
## 871 872 873 874 875
## 1.776941e+03 -2.018702e+03 -2.065640e+02 -1.006564e+03 -1.315990e+03
## 876 877 878 879 880
## -3.012810e+01 -6.442665e+02 7.887232e+02 1.058090e+03 -7.419101e+02
## 881 882 883 884 885
## -2.013990e+03 5.052036e-01 2.958090e+03 -1.546623e+03 8.792975e+02
## 886 887 888 889 890
## -1.025415e+03 -1.578692e+03 1.488723e+03 7.567515e+03 -7.560486e+02
## 891 892 893 894 895
## 4.510206e+02 2.474585e+03 5.260446e+03 5.005052e+02 2.175155e+02
## 896 897 898 899 900
## -9.994948e+02 1.651021e+03 9.934360e+02 -1.039554e+03 -4.897937e+01
## 901 902 903 904 905
## 9.617603e+03 7.719962e+01 3.631070e+03 -9.228004e+02 -2.412196e+03
## 906 907 908 909 910
## -2.256635e+02 -5.259886e+01 -2.441994e+03 -1.312196e+03 1.188006e+04
## 911 912 913 914 915
## 2.639660e+03 5.123329e+03 -4.468726e+02 -1.009333e+03 -2.595865e+03
## 916 917 918 919 920
## 8.069981e+02 -3.121958e+02 4.577200e+03 -1.793002e+03 -1.639131e+03
## 921 922 923 924 925
## 1.200986e+04 -8.121958e+02 3.360869e+03 -8.362681e+02 -1.648728e+03
## 926 927 928 929 930
## -1.879534e+03 2.474011e+02 5.963935e+02 7.360869e+03 -2.336268e+03
## 931 932 933 934 935
## -1.422800e+03 1.044740e+04 1.860869e+03 4.120466e+03 -1.725664e+03
## 936 937 938 939 940
## -1.047800e+03 -2.466067e+03 2.176027e+02 -1.182397e+03 1.012047e+04
## 941 942 943 944 945
## 5.800569e+01 2.260127e+04 2.817603e+03 4.474011e+02 -1.269937e+03
## 946 947 948 949 950
## -2.225664e+03 6.041350e+02 -1.252599e+03 -2.068930e+03 -1.722800e+03
## 951 952 953 954 955
## -1.203606e+03 -3.052599e+03 -2.360340e+03 -2.146873e+03 -2.006470e+03
## 956 957 958 959 960
## -2.982397e+03 1.460869e+03 3.990667e+03 -2.366067e+03 -2.333405e+03
## 961 962 963 964 965
## -3.262196e+03 -2.491994e+03 -6.525989e+02 -3.341994e+03 -1.369937e+03
## 966 967 968 969 970
## -2.334049e+02 -1.312196e+03 -9.872815e+01 4.743365e+02 -2.249736e+03
## 971 972 973 974 975
## -6.334049e+02 -1.949736e+03 -2.652599e+03 -2.339131e+03 -2.103606e+03
## 976 977 978 979 980
## 1.396597e+02 -3.340493e+01 -1.990139e+03 -1.919937e+03 -3.795342e+02
## 981 982 983 984 985
## 1.396597e+02 -2.355462e+03 -1.706470e+03 -1.633405e+03 -2.062196e+03
## 986 987 988 989 990
## -5.256635e+02 -1.596873e+03 -1.776671e+03 -2.522800e+03 -9.689297e+02
## 991 992 993 994 995
## -5.362681e+02 -2.809333e+03 -2.433405e+03 -2.441994e+03 -2.256635e+02
## 996 997 998 999 1000
## -2.139131e+03 -1.849736e+03 -2.779534e+03 -1.482397e+03 -3.055462e+03
## 1001 1002 1003 1004 1005
## 4.385444e+03 5.407340e+03 -7.583486e+02 -1.808685e+03 -1.686789e+03
## 1006 1007 1008 1009 1010
## -1.014556e+03 -1.358349e+03 -1.024037e+03 -2.459327e+02 -1.086789e+03
## 1011 1012 1013 1014 1015
## 1.754067e+03 1.732171e+03 6.469419e+03 6.688379e+03 -9.266045e+01
## 1016 1017 1018 1019 1020
## -1.442997e+03 1.907340e+03 -1.442997e+03 -1.508685e+03 1.710275e+03
## 1021 1022 1023 1024 1025
## 1.885444e+03 -9.648931e+02 -1.140061e+03 5.381835e+03 5.557003e+03
## 1026 1027 1028 1029 1030
## 5.535107e+03 -7.843733e+02 -1.508685e+03 7.321712e+02 1.644587e+03
## 1031 1032 1033 1034 1035
## -1.180245e+03 6.007950e+02 9.475227e+02 -2.018165e+03 -1.380245e+03
## 1036 1037 1038 1039 1040
## -1.718165e+03 -1.542997e+03 6.403731e+03 -7.413733e+02 -6.665169e+02
## 1041 1042 1043 1044 1045
## -6.191406e+02 -1.057061e+03 -3.910367e+02 7.578899e+03 -1.380245e+03
## 1046 1047 1048 1049 1050
## -1.564893e+03 -1.840061e+03 -1.489725e+03 -1.592660e+03 -1.702141e+03
## 1051 1052 1053 1054 1055
## -1.096269e+03 -2.099205e+03 -1.030581e+03 -1.949205e+03 -1.830581e+03
## 1056 1057 1058 1059 1060
## -1.618165e+03 -1.414556e+03 -1.874373e+03 -1.792997e+03 -1.709725e+03
## 1061 1062 1063 1064 1065
## -1.592997e+03 -1.852477e+03 -2.160581e+03 -1.935413e+03 -8.616208e+02
## 1066 1067 1068 1069 1070
## -3.711010e+02 -1.096269e+03 -5.305812e+02 -1.811621e+03 7.321712e+02
## 1071 1072 1073 1074 1075
## -1.896269e+03 -1.445933e+03 5.700292e+01 -7.459327e+02 4.947523e+03
## 1076 1077 1078 1079 1080
## 2.622691e+03 8.197554e+02 2.688379e+03 -2.459327e+02 -9.583486e+02
## 1081 1082 1083 1084 1085
## -1.658349e+03 -1.686789e+03 -7.897248e+02 -1.745933e+03 -1.974373e+03
## 1086 1087 1088 1089 1090
## -1.874373e+03 -5.524773e+02 -2.240367e+02 2.359939e+03 -2.678288e+02
## 1091 1092 1093 1094 1095
## -1.977309e+03 1.710275e+03 -1.811621e+03 -1.436453e+03 -1.224037e+03
## 1096 1097 1098 1099 1100
## 3.854435e+02 1.600795e+03 4.381835e+03 2.469419e+03 -1.199205e+03
## 1101 1102 1103 1104 1105
## -9.387431e+02 -2.532915e+02 -1.251473e+03 -1.355110e+03 -8.560193e+02
## 1106 1107 1108 1109 1110
## 7.421622e+02 -1.356019e+03 -1.459656e+03 -1.442380e+03 -1.549654e+03
## 1111 1112 1113 1114 1115
## -9.578378e+02 -1.354201e+03 -1.447836e+03 -1.450564e+03 -3.578378e+02
## 1116 1117 1118 1119 1120
## -1.049654e+03 -1.040562e+03 -1.141471e+03 -1.258747e+03 -1.160566e+03
## 1121 1122 1123 1124 1125
## -1.056929e+03 -1.202382e+03 1.240344e+03 -7.414709e+02 -5.114749e+02
## 1126 1127 1128 1129 1130
## -1.391471e+03 -2.578378e+02 -1.245108e+03 -8.505637e+02 -8.605657e+02
## 1131 1132 1133 1134 1135
## -2.423802e+02 3.251255e+03 -7.469266e+02 -4.419876e+01 -1.360566e+03
## 1136 1137 1138 1139 1140
## -1.497836e+03 -9.432895e+02 2.412529e+02 -2.387431e+02 1.751255e+03
## 1141 1142 1143 1144 1145
## -6.405617e+02 1.053983e+03 -1.240562e+03 -1.046017e+03 3.641255e+03
## 1146 1147 1148 1149 1150
## 5.580124e+01 5.242162e+03 2.740344e+03 1.238525e+03 -2.578378e+02
## 1151 1152 1153 1154 1155
## -5.423802e+02 -5.469266e+02 -1.222380e+03 4.457992e+02 3.748527e+03
## 1156 1157 1158 1159 1160
## 5.489196e+01 -4.587471e+02 -1.359656e+03 -1.244199e+03 -1.243289e+03
## 1161 1162 1163 1164 1165
## 1.250346e+03 3.746709e+03 1.756711e+03 5.746709e+03 -7.414709e+02
## 1166 1167 1168 1169 1170
## 6.757620e+03 2.741253e+03 2.594383e+02 4.530734e+02 -5.487451e+02
## 1171 1172 1173 1174 1175
## -1.056929e+03 -5.560193e+02 -5.478359e+02 2.259438e+03 4.746709e+03
## 1176 1177 1178 1179 1180
## -1.192380e+03 -1.258747e+03 -1.160566e+03 2.494363e+02 -2.596564e+02
## 1181 1182 1183 1184 1185
## -7.487451e+02 -1.142380e+03 -1.250564e+03 3.750346e+03 7.576198e+02
## 1186 1187 1188 1189 1190
## -8.932895e+02 -9.060193e+02 -1.390562e+03 -5.587471e+02 -9.942008e+02
## 1191 1192 1193 1194 1195
## -3.469266e+02 5.985801e+03 8.985291e+02 -7.405657e+02 -4.232915e+02
## 1196 1197 1198 1199 1200
## -1.190562e+03 -2.560193e+02 -1.258747e+03 -1.356929e+03 -1.351473e+03
## 1201 1202 1203 1204 1205
## -2.186254e+03 -2.232241e+03 -1.613260e+03 2.523027e+03 -1.968110e+03
## 1206 1207 1208 1209 1210
## -2.113260e+03 -6.048161e+02 -2.331404e+03 -2.493260e+03 -2.693679e+03
## 1211 1212 1213 1214 1215
## -1.086254e+03 -4.140973e+02 3.468596e+03 -1.322960e+03 -6.866724e+02
## 1216 1217 1218 1219 1220
## -1.841104e+03 -2.312241e+03 -1.877391e+03 -1.831404e+03 -1.777391e+03
## 1221 1222 1223 1224 1225
## -2.014097e+03 -2.499966e+03 -2.431822e+03 -1.549548e+03 4.660275e+02
## 1226 1227 1228 1229 1230
## 1.395184e+03 1.500034e+03 1.061171e+03 1.217309e+03 -9.185286e+02
## 1231 1232 1233 1234 1235
## -8.955349e+02 9.411713e+02 -1.622960e+03 -1.786672e+03 -2.685286e+02
## 1236 1237 1238 1239 1240
## -2.004397e+03 -1.713679e+03 -3.411036e+02 3.031890e+03 3.685962e+02
## 1241 1242 1243 1244 1245
## 1.441171e+03 -5.225412e+02 -2.149966e+03 -1.359247e+03 -1.513260e+03
## 1246 1247 1248 1249 1250
## -1.277391e+03 7.993213e+02 8.020401e+02 -9.656850e+02 8.088964e+02
## 1251 1252 1253 1254 1255
## 1.084309e+03 4.594714e+02 7.831776e+02 -8.079599e+02 -1.001679e+03
## 1256 1257 1258 1259 1260
## 6.951839e+02 5.593150e+02 8.073087e+02 1.327040e+03 -1.037391e+03
## 1261 1262 1263 1264 1265
## -8.479599e+02 5.181776e+02 3.697463e+02 -9.175349e+02 -4.816120e+00
## 1266 1267 1268 1269 1270
## 5.003381e+01 5.045246e+01 3.450034e+03 -1.685286e+02 5.045246e+01
## 1271 1272 1273 1274 1275
## 7.570184e+03 -1.142691e+03 -1.131822e+03 3.544651e+02 -4.740973e+02
## 1276 1277 1278 1279 1280
## 6.722609e+03 -1.054397e+03 -1.662537e+02 -5.043975e+02 -5.255349e+02
## 1281 1282 1283 1284 1285
## -2.676913e+02 2.123027e+03 -4.996619e+01 4.518388e+01 6.735903e+03
## 1286 1287 1288 1289 1290
## -1.072541e+03 2.066040e+03 4.002596e+03 -1.132241e+03 -1.451691e+03
## 1291 1292 1293 1294 1295
## -1.279672e+03 1.656452e+03 4.059027e+03 3.258896e+03 -1.795116e+03
## 1296 1297 1298 1299 1300
## 2.858896e+03 3.249615e+03 -1.468529e+03 2.004884e+03 -1.213679e+03
## 1301 1302 1303 1304 1305
## -2.565892e+03 -2.368433e+03 -1.288774e+03 -8.780916e+02 -1.157162e+03
## 1306 1307 1308 1309 1310
## 6.004532e+03 1.029396e+04 7.588838e+03 -1.562162e+03 -6.459741e+02
## 1311 1312 1313 1314 1315
## 4.679108e+03 -2.500127e+03 -2.237245e+03 -2.222668e+03 -2.619280e+03
## 1316 1317 1318 1319 1320
## -2.426398e+03 -2.335551e+03 -2.517586e+03 -2.433856e+03 -2.565280e+03
## 1321 1322 1323 1324 1325
## -2.095551e+03 -1.798092e+03 -2.068433e+03 1.755296e+03 -2.514198e+03
## 1326 1327 1328 1329 1330
## -1.952668e+03 -2.227586e+03 3.425638e+03 1.037866e+01 -2.641978e+02
## 1331 1332 1333 1334 1335
## -1.770127e+03 -2.217586e+03 -1.445551e+03 6.825638e+03 1.991908e+03
## 1336 1337 1338 1339 1340
## 2.707838e+03 4.676485e+03 5.234955e+03 3.152755e+03 4.055296e+03
## 1341 1342 1343 1344 1345
## -1.643856e+03 -1.913515e+03 6.001061e+03 -3.454362e+03 1.705296e+03
## 1346 1347 1348 1349 1350
## -1.833009e+03 6.341081e+02 1.476485e+03 -2.959621e+03 2.954108e+03
## 1351 1352 1353 1354 1355
## -2.325892e+03 1.680296e+03 -1.536398e+03 -3.166739e+03 -2.165892e+03
## 1356 1357 1358 1359 1360
## -2.459621e+03 -2.287586e+03 -2.263009e+03 -1.473515e+03 -1.848939e+03
## 1361 1362 1363 1364 1365
## -1.920974e+03 2.650720e+03 -2.342939e+03 -2.349245e+03 -2.395821e+03
## 1366 1367 1368 1369 1370
## -2.867892e+03 -2.238515e+03 -2.393398e+03 -2.662162e+03 6.965670e+02
## 1371 1372 1373 1374 1375
## 5.207838e+03 2.612257e+02 3.465449e+03 -1.235739e+03 -1.734704e+03
## 1376 1377 1378 1379 1380
## -2.274362e+03 -2.071515e+03 -1.353856e+03 6.425638e+03 6.752611e+02
## 1381 1382 1383 1384 1385
## 7.732257e+02 3.163755e+03 -2.368821e+03 -2.048586e+03 1.171061e+03
## 1386 1387 1388 1389 1390
## -2.143009e+03 5.626485e+03 6.826846e+02 5.274141e+02 9.741081e+02
## 1391 1392 1393 1394 1395
## 2.358108e+03 -2.097245e+03 -1.586162e+03 -2.444551e+03 -1.868774e+03
## 1396 1397 1398 1399 1400
## 7.202602e+03 -1.872515e+03 8.721435e+02 6.532261e+03 1.606846e+02
## 1401 1402 1403 1404 1405
## 3.817955e+03 -9.082873e+02 -1.082439e+03 -4.519688e+02 -8.853630e+02
## 1406 1407 1408 1409 1410
## 1.879561e+03 5.904856e+02 -8.980601e+02 -1.900878e+03 -6.023630e+02
## 1411 1412 1413 1414 1415
## 7.334940e+03 1.597350e+03 8.411982e+02 -3.697416e+02 -8.853630e+02
## 1416 1417 1418 1419 1420
## -1.108287e+03 -2.092953e+03 6.271728e+03 3.673031e+03 -8.972717e+02
## 1421 1422 1423 1424 1425
## 3.058350e+03 -8.558775e+02 8.107577e+03 -1.760347e+03 -1.536439e+03
## 1426 1427 1428 1429 1430
## 1.847561e+03 1.896258e+03 2.277561e+03 2.606486e+03 -1.106439e+03
## 1431 1432 1433 1434 1435
## -1.648045e+03 -1.416439e+03 -1.216439e+03 -5.914989e+02 7.134637e+03
## 1436 1437 1438 1439 1440
## -1.863045e+03 -3.124387e+02 1.887274e+03 3.447653e+03 -1.558666e+03
## 1441 1442 1443 1444 1445
## -1.705347e+03 -1.322590e+03 -1.562666e+03 -1.310590e+03 7.936425e+03
## 1446 1447 1448 1449 1450
## -1.184423e+03 -1.316817e+03 -1.395499e+03 3.966107e+03 1.085637e+03
## 1451 1452 1453 1454 1455
## 2.983183e+03 1.186955e+03 1.961198e+03 -2.542666e+03 -1.249742e+03
## 1456 1457 1458 1459 1460
## -1.383423e+03 -1.383423e+03 -1.369272e+03 -2.904650e+03 -2.585120e+03
## 1461 1462 1463 1464 1465
## -2.588802e+03 -2.055878e+03 -2.716817e+03 5.636864e+03 -6.729532e+02
## 1466 1467 1468 1469 1470
## 3.727047e+03 -1.102196e+03 -2.270499e+03 -1.021960e+02 1.153940e+03
## 1471 1472 1473 1474 1475
## 3.346577e+03 -1.131439e+03 3.829501e+03 -1.772953e+03 -2.350969e+03
## 1476 1477 1478 1479 1480
## 1.733411e+01 4.490312e+02 3.449031e+03 -1.680212e+03 -1.200969e+03
## 1481 1482 1483 1484 1485
## -2.266817e+03 -1.252666e+03 -1.381439e+03 -1.272196e+03 -2.085120e+03
## 1486 1487 1488 1489 1490
## -2.422953e+03 -2.399742e+03 -2.505590e+03 -2.213136e+03 1.379501e+03
## 1491 1492 1493 1494 1495
## -8.009688e+02 -4.297416e+02 -2.217261e+02 1.441225e+02 -2.131439e+03
## 1496 1497 1498 1499 1500
## -2.606347e+03 -2.374363e+03 -2.349742e+03 -5.621960e+02 -2.435120e+03
## 1501 1502 1503 1504 1505
## -1.008939e+03 4.532513e+02 4.001061e+03 -2.550342e+02 -8.756771e+02
## 1506 1507 1508 1509 1510
## 8.041807e+01 2.269419e+02 -4.152485e+02 -6.267487e+02 -1.491987e+03
## 1511 1512 1513 1514 1515
## -1.338510e+03 -4.617723e+02 -7.546279e+01 -4.305814e+01 -2.126295e+02
## 1516 1517 1518 1519 1520
## 1.319989e+03 9.802038e+02 6.104181e+02 1.288228e+03 -5.767487e+02
## 1521 1522 1523 1524 1525
## -7.989390e+02 -1.398939e+03 -6.500106e+02 -1.119796e+03 8.232513e+02
## 1526 1527 1528 1529 1530
## -1.096534e+03 4.032513e+02 4.049989e+03 9.041807e+01 5.325135e+01
## 1531 1532 1533 1534 1535
## -9.546279e+01 1.364966e+03 -5.000106e+02 -6.965343e+02 -9.732724e+02
## 1536 1537 1538 1539 1540
## -9.663200e+02 3.312753e+02 5.682277e+02 1.011490e+03 1.484752e+03
## 1541 1542 1543 1544 1545
## -1.161772e+03 -1.099582e+03 -5.361057e+02 -8.767487e+02 5.747515e+02
## 1546 1547 1548 1549 1550
## 1.973705e+02 3.397585e+03 2.599894e+02 -4.000106e+02 -9.885104e+02
## 1551 1552 1553 1554 1555
## -8.687247e+02 -9.530581e+02 -1.385248e+03 -1.072844e+03 9.708467e+02
## 1556 1557 1558 1559 1560
## -4.897962e+02 4.336800e+02 -1.022201e+03 -4.134868e+02 -8.130581e+02
## 1561 1562 1563 1564 1565
## -1.395463e+03 -1.142844e+03 -1.591987e+03 -6.663200e+02 1.671562e+02
## 1566 1567 1568 1569 1570
## 3.840632e+03 2.299894e+02 -4.950342e+02 3.665132e+02 1.803466e+03
## 1571 1572 1573 1574 1575
## -9.652485e+02 -8.128438e+02 -1.112844e+03 -1.086534e+03 -1.175677e+03
## 1576 1577 1578 1579 1580
## 6.336800e+02 9.404181e+02 1.244109e+03 1.056942e+03 1.481275e+03
## 1581 1582 1583 1584 1585
## -7.000106e+02 6.732513e+02 -9.700106e+02 -5.361057e+02 -1.152415e+03
## 1586 1587 1588 1589 1590
## 1.016728e+03 -9.756771e+02 2.388943e+02 3.965132e+02 -1.617723e+02
## 1591 1592 1593 1594 1595
## -1.179153e+03 -9.697962e+02 -1.116320e+03 5.302038e+02 -2.534868e+02
## 1596 1597 1598 1599 1600
## 2.964966e+03 3.244109e+03 1.860418e+03 -6.767487e+02 -7.697962e+02
## 1601 1602 1603 1604 1605
## -6.649470e+02 -1.068670e+03 -9.509173e+02 5.995480e+02 2.881519e+02
## 1606 1607 1608 1609 1610
## -7.754123e+02 -8.926995e+02 -8.768084e+02 -4.758777e+02 6.573005e+02
## 1611 1612 1613 1614 1615
## -8.436302e+02 -7.277391e+02 -1.228204e+03 -5.618481e+02 1.633192e+03
## 1616 1617 1618 1619 1620
## -8.345609e+02 -9.350263e+02 -1.836302e+02 -1.085492e+03 -3.350263e+02
## 1621 1622 1623 1624 1625
## 1.049083e+03 -2.490559e+02 -9.518481e+02 -9.326995e+02 -2.340956e+02
## 1626 1627 1628 1629 1630
## 3.348152e+03 -1.517688e+02 3.665904e+03 -7.850263e+02 -7.168084e+02
## 1631 1632 1633 1634 1635
## -4.990559e+02 8.322609e+02 -5.504520e+02 1.265904e+03 4.815194e+01
## 1636 1637 1638 1639 1640
## -6.773913e+01 1.250944e+03 -6.350263e+02 -4.854916e+02 2.916370e+03
## 1641 1642 1643 1644 1645
## -5.149470e+02 -7.826995e+02 -7.154123e+02 -6.345609e+02 5.336570e+02
## 1646 1647 1648 1649 1650
## 7.004787e+02 1.331916e+02 -1.051383e+03 1.095480e+02 3.831796e+03
## 1651 1652 1653 1654 1655
## -5.845609e+02 -2.672738e+02 -1.085492e+03 3.000479e+03 3.082726e+03
## 1656 1657 1658 1659 1660
## -6.866985e+01 1.099548e+03 1.016835e+03 -3.967688e+02 3.014095e+02
## 1661 1662 1663 1664 1665
## -5.740559e+02 5.813301e+02 -4.817688e+02 3.154391e+02 4.841223e+02
## 1666 1667 1668 1669 1670
## 2.983657e+03 -3.176875e+01 -1.317688e+02 8.173005e+02 1.981796e+03
## 1671 1672 1673 1674 1675
## -6.854916e+02 -7.677391e+02 2.466835e+03 -1.135026e+03 5.497372e+01
## 1676 1677 1678 1679 1680
## -1.263430e+02 -7.599866e+02 -6.768084e+02 -8.372738e+02 -6.095213e+02
## 1681 1682 1683 1684 1685
## -6.590559e+02 -6.184806e+01 2.038152e+03 2.505303e+01 -7.936302e+02
## 1686 1687 1688 1689 1690
## -5.926995e+02 -6.431648e+02 4.523005e+02 -9.890956e+02 -1.054561e+03
## 1691 1692 1693 1694 1695
## -7.717688e+02 -2.608777e+02 -6.250263e+02 -5.163827e+02 -1.010917e+03
## 1696 1697 1698 1699 1700
## -9.449470e+02 -8.250263e+02 -1.091848e+03 -8.336302e+02 -2.722341e+02
## 1701 1702 1703 1704 1705
## 7.613057e+01 -1.458369e+03 -1.613165e+03 -1.249483e+03 2.351131e+03
## 1706 1707 1708 1709 1710
## 1.751131e+03 1.379903e+03 -3.344830e+02 -1.988694e+02 -2.746876e+02
## 1711 1712 1713 1714 1715
## -1.142346e+03 -1.323165e+03 -1.604688e+03 -1.471119e+03 -9.855057e+02
## 1716 1717 1718 1719 1720
## -1.575915e+03 -1.261528e+03 1.857654e+03 -8.094830e+02 1.028881e+03
## 1721 1722 1723 1724 1725
## -1.347142e+03 -1.619074e+03 -2.046876e+02 -1.395097e+03 -1.279601e+02
## 1726 1727 1728 1729 1730
## -3.683692e+02 -1.523869e+03 -1.330710e+03 -1.592346e+03 -8.067329e+02
## 1731 1732 1733 1734 1735
## -1.416324e+03 -1.173869e+03 -1.680710e+03 -1.583460e+03 -1.590301e+03
## 1736 1737 1738 1739 1740
## -1.385506e+03 -4.450966e+02 -1.665097e+03 -2.011193e+02 -1.533165e+03
## 1741 1742 1743 1744 1745
## 4.624490e+02 -2.683692e+02 -1.738694e+02 -1.495097e+03 -1.575915e+03
## 1746 1747 1748 1749 1750
## -1.685506e+03 -1.214278e+03 -1.609483e+03 -1.356733e+03 3.745312e+03
## 1751 1752 1753 1754 1755
## 4.032858e+03 -7.631646e+02 3.302040e+03 3.443267e+03 -3.094830e+02
## 1756 1757 1758 1759 1760
## -1.077142e+03 -1.448369e+03 4.001079e+02 2.272444e+02 6.980626e+02
## 1761 1762 1763 1764 1765
## 6.184716e+02 2.004903e+03 7.174085e+03 -1.349483e+03 -7.375510e+02
## 1766 1767 1768 1769 1770
## -1.494688e+03 -1.795915e+03 5.940852e+02 1.251335e+03 -1.149074e+03
## 1771 1772 1773 1774 1775
## -1.390740e+02 -1.438694e+02 -2.961193e+02 2.074490e+02 1.207449e+03
## 1776 1777 1778 1779 1780
## 1.576835e+03 1.064494e+03 -2.173465e+02 4.376131e+03 4.671335e+03
## 1781 1782 1783 1784 1785
## 1.384716e+02 2.538472e+03 4.404903e+03 -1.328665e+03 -1.620301e+03
## 1786 1787 1788 1789 1790
## -1.591119e+03 -1.427850e+01 3.384716e+02 -2.903012e+02 1.295312e+03
## 1791 1792 1793 1794 1795
## 6.928881e+03 -1.309483e+03 2.857215e+02 -1.061528e+03 -1.653460e+03
## 1796 1797 1798 1799 1800
## 4.192898e+02 -1.324688e+03 -7.907396e+01 3.719290e+03 -7.046876e+02
## 1801 1802 1803 1804 1805
## 7.786187e+02 -9.049475e+02 -1.202400e+03 -1.385966e+03 -1.607495e+03
## 1806 1807 1808 1809 1810
## -1.891061e+03 2.596588e+04 -2.493608e+03 3.778619e+03 -2.053099e+03
## 1811 1812 1813 1814 1815
## -1.107495e+03 -1.331571e+03 8.874105e+02 -1.607495e+03 -8.540233e+02
## 1816 1817 1818 1819 1820
## -7.149854e+02 -1.526476e+03 -1.148004e+03 -1.891061e+03 -2.093608e+03
## 1821 1822 1823 1824 1825
## -1.193608e+03 -2.493608e+03 -2.012590e+03 -2.270042e+03 -2.022080e+03
## 1826 1827 1828 1829 1830
## 9.570903e+02 -1.764438e+03 -8.936085e+02 -2.319533e+03 -2.359533e+03
## 1831 1832 1833 1834 1835
## 3.416392e+03 3.588939e+03 -8.845327e+02 -2.323608e+03 -1.943608e+03
## 1836 1837 1838 1839 1840
## -1.263929e+03 -1.969533e+03 -1.030552e+03 -1.513929e+03 -1.525966e+03
## 1841 1842 1843 1844 1845
## 1.945430e+02 5.058820e+02 1.448939e+03 -1.313813e+02 -4.015706e+02
## 1846 1847 1848 1849 1850
## 1.319010e+02 6.818524e+03 -1.779023e+03 -7.980043e+02 1.510977e+03
## 1851 1852 1853 1854 1855
## -1.804948e+03 -1.346985e+03 -1.359665e+02 1.297090e+03 -1.371891e+03
## 1856 1857 1858 1859 1860
## -1.067590e+03 1.785562e+03 1.688109e+03 6.589389e+02 -1.006571e+03
## 1861 1862 1863 1864 1865
## 4.138109e+03 -6.189072e+01 -2.863813e+02 3.499448e+03 4.164958e+03
## 1866 1867 1868 1869 1870
## 3.327600e+03 2.745562e+03 4.125052e+03 -1.203419e+03 -1.282400e+03
## 1871 1872 1873 1874 1875
## -5.074949e+02 2.366392e+03 -5.213813e+02 2.169010e+02 2.226581e+03
## 1876 1877 1878 1879 1880
## 1.096392e+03 7.129448e+03 -2.174118e+03 2.413015e+03 -2.272080e+03
## 1881 1882 1883 1884 1885
## 2.986187e+02 -1.521381e+03 -7.600422e+02 2.068109e+03 -1.661381e+03
## 1886 1887 1888 1889 1890
## -2.250042e+03 -2.369023e+03 -2.220552e+03 -1.704002e+02 -1.945457e+03
## 1891 1892 1893 1894 1895
## -2.371571e+03 -1.976476e+03 2.947920e+03 -1.278514e+03 -9.725895e+02
## 1896 1897 1898 1899 1900
## -1.632590e+03 -1.112910e+03 -1.755966e+03 -2.334118e+03 -9.341913e+01
## 1901 1902 1903 1904 1905
## 8.697880e+02 8.181859e+02 1.269788e+03 5.397880e+02 9.730226e+02
## 1906 1907 1908 1909 1910
## 2.792043e+03 7.715278e+03 -5.550488e+02 -2.202120e+02 -4.187732e+02
## 1911 1912 1913 1914 1915
## -6.450488e+02 1.638808e+03 -5.669774e+02 6.296247e+02 1.017859e+03
## 1916 1917 1918 1919 1920
## -1.299233e+03 -1.009886e+03 -4.126304e+02 6.304410e+02 -1.634467e+02
## 1921 1922 1923 1924 1925
## -1.121814e+03 -6.886099e+02 -1.197304e+03 2.345278e+03 2.904410e+02
## 1926 1927 1928 1929 1930
## 1.162268e+02 -2.676304e+02 -8.953753e+02 -1.279233e+03 -1.351814e+03
## 1931 1932 1933 1934 1935
## -5.450488e+02 -1.805385e+02 6.622681e+01 1.435604e+03 -1.531202e+02
## 1936 1937 1938 1939 1940
## -4.627937e+02 -1.196977e+03 -1.084722e+03 -9.657018e+02 -4.627937e+02
## 1941 1942 1943 1944 1945
## -1.122630e+03 1.952777e+02 -1.027304e+03 2.042043e+03 -1.169396e+03
## 1946 1947 1948 1949 1950
## 2.954410e+02 2.313023e+03 -4.369774e+02 -1.062141e+03 -8.079569e+02
## 1951 1952 1953 1954 1955
## 2.217859e+03 6.678594e+02 -2.579569e+02 -7.918141e+02 -7.479569e+02
## 1956 1957 1958 1959 1960
## -8.605385e+02 3.971689e+00 -7.902120e+02 -7.531202e+02 -1.222141e+03
## 1961 1962 1963 1964 1965
## -7.837732e+02 -7.998855e+02 1.727533e+03 -3.537529e+01 -9.724672e+02
## 1966 1967 1968 1969 1970
## -3.611916e+02 -9.457018e+02 -7.531202e+02 4.783186e+03 -1.977937e+02
## 1971 1972 1973 1974 1975
## -5.931202e+02 -1.214396e+03 -1.164559e+03 7.946145e+01 1.981859e+02
## 1976 1977 1978 1979 1980
## 1.601553e+03 8.417166e+02 8.015533e+02 1.004951e+03 2.236959e+01
## 1981 1982 1983 1984 1985
## 4.096247e+02 -6.807018e+02 -3.837732e+02 -8.484467e+02 -1.081202e+02
## 1986 1987 1988 1989 1990
## -1.598855e+02 2.875328e+02 -1.059886e+03 -5.643958e+02 -9.127937e+02
## 1991 1992 1993 1994 1995
## -1.005049e+03 6.553316e+00 -4.621406e+02 -1.124396e+03 -1.057630e+03
## 1996 1997 1998 1999 2000
## -1.356977e+03 3.674298e+03 -3.095590e+02 -8.860994e+01 -1.837732e+02
## 2001 2002 2003 2004 2005
## -8.391303e+02 -1.444107e+03 -1.322116e+03 -5.776142e+02 3.077884e+03
## 2006 2007 2008 2009 2010
## -4.551027e+02 2.155893e+03 -7.111211e+02 -4.451488e+02 -8.276142e+02
## 2011 2012 2013 2014 2015
## -1.256144e+03 -1.394628e+03 -1.422116e+03 -7.451488e+02 8.887890e+01
## 2016 2017 2018 2019 2020
## -1.388610e+03 -1.078135e+03 -1.027614e+03 -1.155103e+03 -1.350126e+03
## 2021 2022 2023 2024 2025
## -1.256144e+03 -5.396511e+02 -9.451488e+02 -1.100126e+03 -9.506465e+02
## 2026 2027 2028 2029 2030
## -1.269651e+03 -1.427614e+03 -2.556234e+02 -1.329130e+03 -1.507614e+03
## 2031 2032 2033 2034 2035
## -1.034153e+03 2.003950e+02 2.532340e+03 -1.067140e+03 -1.233112e+03
## 2036 2037 2038 2039 2040
## -2.263724e+01 -1.521642e+03 -1.261642e+03 -9.781349e+02 -1.183633e+03
## 2041 2042 2043 2044 2045
## 4.925870e+03 -6.164185e+01 3.313358e+03 -8.821395e+02 -1.059107e+03
## 2046 2047 2048 2049 2050
## -1.332116e+03 6.485123e+01 -8.965108e+01 1.392386e+03 2.295349e+03
## 2051 2052 2053 2054 2055
## -9.246511e+02 -1.134628e+03 4.563674e+02 -1.253656e+03 1.373628e+02
## 2056 2057 2058 2059 2060
## 1.227884e+03 -1.066619e+03 -1.427614e+03 -1.034153e+03 -1.272116e+03
## 2061 2062 2063 2064 2065
## -4.501257e+02 -2.761418e+01 -9.611211e+02 -1.099605e+03 -3.786557e+02
## 2066 2067 2068 2069 2070
## -6.721165e+02 1.636737e+01 -1.028656e+03 -5.731580e+02 1.644897e+03
## 2071 2072 2073 2074 2075
## -1.272116e+03 -1.284153e+03 -1.516619e+03 -1.223158e+03 -8.361211e+02
## 2076 2077 2078 2079 2080
## -1.194628e+03 2.355893e+03 -6.721165e+02 -1.359651e+03 8.938558e+02
## 2081 2082 2083 2084 2085
## 1.099354e+03 -2.865569e+01 -1.333112e+03 7.273628e+02 2.361390e+03
## 2086 2087 2088 2089 2090
## -3.363263e+01 -1.452116e+03 8.993535e+02 -8.946280e+02 -1.261642e+03
## 2091 2092 2093 2094 2095
## -1.111211e+02 4.654851e+03 4.365847e+03 4.110870e+03 -7.111211e+02
## 2096 2097 2098 2099 2100
## 5.554377e+03 5.738358e+03 5.166888e+03 4.266888e+03 2.511390e+03
## 2101 2102 2103 2104 2105
## -1.530153e+03 2.349847e+03 1.854924e+03 -2.024551e+03 3.695849e+02
## 2106 2107 2108 2109 2110
## -1.663085e+03 -2.104813e+03 -5.960169e+02 1.484246e+03 4.323721e+03
## 2111 2112 2113 2114 2115
## 3.778564e+02 1.612255e+03 -1.481356e+03 -9.033472e+02 -2.156542e+03
## 2116 2117 2118 2119 2120
## -3.992115e+02 -1.481356e+03 -1.738687e+03 -1.841881e+03 1.123721e+03
## 2121 2122 2123 2124 2125
## -8.345509e+02 -2.050153e+03 -2.730848e+02 4.392517e+03 -1.787745e+03
## 2126 2127 2128 2129 2130
## 1.003983e+03 1.192517e+03 1.384246e+03 -1.518949e+03 -9.865418e+02
## 2131 2132 2133 2134 2135
## -8.689490e+02 -2.040153e+03 3.810510e+02 -3.345509e+02 -1.564813e+03
## 2136 2137 2138 2139 2140
## -1.660678e+03 5.381051e+03 1.131992e+03 1.031992e+03 7.374847e+03
## 2141 2142 2143 2144 2145
## -1.699212e+03 -9.033472e+02 -2.050153e+03 -3.877454e+02 4.526915e+03
## 2146 2147 2148 2149 2150
## 2.518644e+03 -1.441881e+03 5.581188e+02 -2.230678e+03 2.081188e+02
## 2151 2152 2153 2154 2155
## 2.212255e+03 -1.754288e+03 -2.027221e+03 -1.888687e+03 5.810510e+02
## 2156 2157 2158 2159 2160
## -1.680079e+02 -2.185678e+03 -1.464813e+03 -1.730415e+03 1.215449e+03
## 2161 2162 2163 2164 2165
## 1.392517e+03 1.469585e+03 -2.018008e+03 -2.270076e+03 4.319921e+02
## 2166 2167 2168 2169 2170
## 1.383813e+02 1.819921e+02 1.469585e+03 1.443458e+03 -2.280415e+03
## 2171 2172 2173 2174 2175
## 1.131341e+01 -2.074830e+02 5.958119e+03 1.646653e+03 -2.368008e+03
## 2176 2177 2178 2179 2180
## -3.360970e+01 1.031992e+03 -1.873610e+03 -7.357545e+02 -2.043085e+03
## 2181 2182 2183 2184 2185
## 3.842455e+02 4.660187e+03 -6.877454e+02 -1.107483e+03 2.289322e+03
## 2186 2187 2188 2189 2190
## 1.577856e+03 1.354924e+03 -1.487745e+03 -8.948133e+02 -1.912822e+03
## 2191 2192 2193 2194 2195
## 1.031992e+03 -1.264813e+03 3.949847e+03 -1.145076e+03 2.889322e+03
## 2196 2197 2198 2199 2200
## -1.699212e+03 -1.681356e+03 -2.127745e+03 -1.176279e+03 -1.115754e+03
##
## $Potassium
## 1 2 3 4 5
## 1.218242e+03 -9.485209e+01 8.747884e+02 2.248601e+03 1.145617e+05
## 6 7 8 9 10
## -1.938305e+03 3.435507e+03 1.748601e+03 5.935507e+03 6.935507e+03
## 11 12 13 14 15
## 4.248601e+03 1.616947e+02 -1.252116e+02 -3.775862e+02 -7.210394e+02
## 16 17 18 19 20
## -3.787946e+03 -4.794852e+03 -3.647946e+03 1.222414e+03 -2.851399e+03
## 21 22 23 24 25
## -1.427586e+03 -4.021758e+03 1.905148e+03 -3.381758e+03 -9.210394e+02
## 26 27 28 29 30
## 1.305148e+03 -4.931758e+03 -4.244852e+03 -5.775212e+03 -1.984133e+03
## 31 32 33 34 35
## -3.644852e+03 -6.513989e+02 -2.857946e+03 -1.164493e+03 -3.875212e+03
## 36 37 38 39 40
## -1.838305e+03 -2.084133e+03 -2.727586e+03 -5.475212e+03 -4.244852e+03
## 41 42 43 44 45
## -2.227586e+03 -1.381758e+03 3.022414e+03 -1.951399e+03 -4.098665e+03
## 46 47 48 49 50
## -1.664493e+03 -9.383053e+02 -1.564493e+03 -2.107946e+03 -1.468665e+03
## 51 52 53 54 55
## 8.182416e+02 1.792054e+03 -4.238305e+03 -5.231758e+03 -1.775862e+02
## 56 57 58 59 60
## -1.607946e+03 1.435507e+03 -5.168665e+03 -4.251399e+03 -2.034133e+03
## 61 62 63 64 65
## -2.164493e+03 -4.468665e+03 4.355074e+02 -3.838305e+03 -4.338305e+03
## 66 67 68 69 70
## -2.677586e+03 -2.821039e+03 -1.934133e+03 -9.948521e+02 -2.271039e+03
## 71 72 73 74 75
## -2.894852e+03 1.785507e+03 -2.971039e+03 -4.738305e+03 -1.377586e+03
## 76 77 78 79 80
## -2.568665e+03 -4.325212e+03 3.550744e+01 -1.321039e+03 -1.264493e+03
## 81 82 83 84 85
## -1.581758e+03 -1.534133e+03 -4.281758e+03 -2.907946e+03 4.920543e+02
## 86 87 88 89 90
## 1.543551e+04 1.818551e+04 1.437479e+04 -3.888305e+03 -3.651399e+03
## 91 92 93 94 95
## -2.764493e+03 -2.464493e+03 -1.734133e+03 -1.984493e+03 -1.362586e+03
## 96 97 98 99 100
## -5.683053e+02 -2.960394e+02 -4.618665e+03 -5.475212e+03 -3.826399e+03
## 101 102 103 104 105
## 9.589020e+01 -1.647387e+03 -1.404110e+03 -1.520495e+03 1.047782e+03
## 106 107 108 109 110
## -3.291098e+02 1.002613e+03 4.160589e+02 3.627613e+03 7.813963e+02
## 111 112 113 114 115
## -9.589411e+02 1.354505e+03 -1.679110e+03 -1.279110e+03 -1.020495e+03
## 116 117 118 119 120
## 1.161228e+03 -9.723869e+02 -2.238689e+01 4.910589e+02 7.410589e+02
## 121 122 123 124 125
## -9.204953e+02 1.474167e+03 -1.613772e+03 -8.954953e+02 2.345890e+03
## 126 127 128 129 130
## 2.045890e+03 -5.406640e+02 -1.010833e+03 -4.137724e+02 -5.772182e+02
## 131 132 133 134 135
## -3.686037e+02 -9.839411e+02 -1.068604e+03 -1.182049e+03 -1.013772e+03
## 136 137 138 139 140
## 1.409505e+03 -1.258664e+03 5.815047e+02 -9.656640e+02 5.643360e+02
## 141 142 143 144 145
## 6.746131e+02 -8.950495e+02 1.282613e+03 -1.290387e+03 6.449505e+02
## 146 147 148 149 150
## -8.387724e+02 4.691673e+02 7.063360e+02 -8.950495e+02 2.552613e+03
## 151 152 153 154 155
## -1.327218e+03 -1.632049e+03 -1.332049e+03 -2.223869e+02 2.761311e+01
## 156 157 158 159 160
## -3.137724e+02 2.854505e+03 9.410589e+02 -6.802182e+02 3.458902e+02
## 161 162 163 164 165
## 3.727818e+02 -8.186037e+02 -9.503266e+02 3.149673e+03 2.959336e+03
## 166 167 168 169 170
## 2.959336e+03 3.117951e+03 1.454505e+03 1.549673e+03 -5.637724e+02
## 171 172 173 174 175
## -1.690664e+03 -1.527218e+03 -1.254110e+03 5.910589e+02 1.049673e+03
## 176 177 178 179 180
## -7.223869e+02 -8.820495e+02 -7.272182e+02 3.954505e+03 6.545047e+02
## 181 182 183 184 185
## -1.186037e+02 -1.658941e+03 1.899673e+03 -1.590664e+03 -1.172387e+03
## 186 187 188 189 190
## -1.935833e+03 -1.463772e+03 -7.137724e+02 4.641673e+02 -1.582049e+03
## 191 192 193 194 195
## -1.522387e+03 -1.685833e+03 -1.965664e+03 -2.686037e+02 1.862276e+02
## 196 197 198 199 200
## -5.503266e+02 -9.637724e+02 3.466059e+03 -9.070495e+02 2.841059e+03
## 201 202 203 204 205
## 2.988020e+02 5.315301e+02 5.469198e+02 -1.753080e+03 -7.711980e+02
## 206 207 208 209 210
## 4.853609e+02 5.531530e+03 1.531530e+03 2.393023e+03 -1.014639e+03
## 211 212 213 214 215
## -1.545419e+03 -1.135419e+03 -1.314639e+03 -2.128080e+03 -1.976198e+03
## 216 217 218 219 220
## -1.753470e+03 2.408412e+03 -2.018470e+03 -2.141588e+03 -5.761980e+02
## 221 222 223 224 225
## 1.516140e+03 3.238020e+02 -1.341588e+03 -4.838596e+02 -1.583860e+03
## 226 227 228 229 230
## 1.939192e+03 -1.980029e+03 -1.568470e+03 -7.030802e+02 4.853609e+02
## 231 232 233 234 235
## 2.007506e+02 -1.903080e+03 -2.083860e+03 -1.141588e+03 -1.206977e+03
## 236 237 238 239 240
## 9.853609e+02 -1.576198e+03 -3.608083e+02 -9.261980e+02 -1.076198e+03
## 241 242 243 244 245
## 1.658412e+03 -1.895419e+03 -1.856977e+03 -1.764639e+03 -9.646391e+02
## 246 247 248 249 250
## -1.060808e+03 -2.249419e+03 5.516140e+03 -4.684699e+02 -1.260808e+03
## 251 252 253 254 255
## 3.454581e+03 -1.753080e+03 9.391917e+02 3.930226e+02 6.439192e+03
## 256 257 258 259 260
## 4.391917e+02 -9.530802e+02 4.084123e+02 2.469971e+03 -1.876198e+03
## 261 262 263 264 265
## -1.653080e+03 -1.106977e+03 -1.653080e+03 -9.992494e+02 -1.545419e+03
## 266 267 268 269 270
## -1.106977e+03 4.939192e+03 3.007506e+02 4.691980e+01 -1.730029e+03
## 271 272 273 274 275
## 2.316140e+03 -1.545419e+03 -1.545419e+03 -4.541855e+01 -4.069774e+02
## 276 277 278 279 280
## -6.992494e+02 5.046920e+03 -1.699249e+03 -1.868470e+03 -1.076198e+03
## 281 282 283 284 285
## -5.300288e+02 2.439192e+03 -8.385965e+01 1.673802e+03 -3.108083e+02
## 286 287 288 289 290
## -1.195419e+03 -2.064639e+03 1.750751e+03 -1.941588e+03 -1.103080e+03
## 291 292 293 294 295
## -1.210808e+03 1.323802e+03 6.158412e+03 1.658412e+03 3.750751e+03
## 296 297 298 299 300
## -9.608083e+02 1.339192e+03 7.016140e+03 -1.656977e+03 1.250751e+03
## 301 302 303 304 305
## -2.867592e+03 4.622119e+02 -1.090991e+03 -1.137788e+03 -9.065900e+02
## 306 307 308 309 310
## 9.090091e+02 -2.498790e+03 -2.422189e+03 -1.929989e+03 -9.909909e+02
## 311 312 313 314 315
## 4.474608e+03 -5.643895e+02 3.620011e+03 -3.409909e+02 -9.331914e+02
## 316 317 318 319 320
## -2.717592e+03 1.620011e+03 -1.795588e+03 -2.333191e+03 2.343410e+03
## 321 322 323 324 325
## 2.712212e+03 5.382408e+03 3.935610e+03 1.659009e+03 1.620011e+03
## 326 327 328 329 330
## -9.565900e+02 2.620011e+03 1.665901e+04 2.159009e+03 -2.148790e+03
## 331 332 333 334 335
## 1.066809e+03 -4.721890e+02 -1.356590e+03 1.120011e+03 4.066809e+03
## 336 337 338 339 340
## -2.540991e+03 -1.364390e+03 -2.540991e+03 -1.456590e+03 -1.233191e+03
## 341 342 343 344 345
## -1.679989e+03 -3.255876e+02 2.216809e+03 -3.721890e+02 -8.409909e+02
## 346 347 348 349 350
## -2.625392e+03 2.954412e+03 -2.098790e+03 -1.783191e+03 -1.764390e+03
## 351 352 353 354 355
## 1.643410e+03 1.724608e+03 1.866809e+03 6.182408e+03 4.435610e+03
## 356 357 358 359 360
## 3.420011e+03 2.532408e+03 -3.221890e+02 3.620011e+03 -1.906590e+03
## 361 362 363 364 365
## -6.253919e+02 -6.909909e+02 -2.125392e+03 -9.455876e+02 -2.825392e+03
## 366 367 368 369 370
## -1.979989e+03 -7.955876e+02 -2.377881e+02 -1.895588e+03 -2.017592e+03
## 371 372 373 374 375
## -2.367592e+03 9.044124e+02 -1.648790e+03 2.434100e+02 7.356105e+02
## 376 377 378 379 380
## -1.948790e+03 -1.940991e+03 -1.372189e+03 2.343410e+03 -1.037788e+03
## 381 382 383 384 385
## 2.044124e+02 2.159009e+03 -4.409909e+02 1.104412e+03 -1.633191e+03
## 386 387 388 389 390
## -1.764390e+03 1.200114e+02 -1.264390e+03 2.590091e+02 -1.656590e+03
## 391 392 393 394 395
## -1.940991e+03 -6.565900e+02 -2.533191e+03 -1.295588e+03 1.278110e+02
## 396 397 398 399 400
## -1.572189e+03 -1.687788e+03 1.824077e+02 -1.864390e+03 -2.325392e+03
## 401 402 403 404 405
## -3.474848e+03 -5.150676e+03 -5.750676e+03 -2.674848e+03 -3.529816e+03
## 406 407 408 409 410
## -6.132020e+03 3.821840e+03 -2.953988e+03 5.821840e+03 -4.402332e+03
## 411 412 413 414 415
## -2.174848e+03 -1.305644e+03 -2.105644e+03 -1.078160e+03 -1.805644e+03
## 416 417 418 419 420
## -3.653988e+03 -8.147234e+01 -1.881472e+03 -2.474848e+03 -6.781601e+02
## 421 422 423 424 425
## -3.753988e+03 -7.990199e+02 -1.253988e+03 -1.302332e+03 -4.474848e+03
## 426 427 428 429 430
## -1.902332e+03 -4.402332e+03 -1.402332e+03 -1.105644e+03 -7.539882e+02
## 431 432 433 434 435
## -1.353988e+03 -2.302332e+03 3.670184e+03 -2.350676e+03 -3.702332e+03
## 436 437 438 439 440
## -2.029816e+03 -4.026504e+03 -3.814723e+02 -2.653988e+03 9.426996e+02
## 441 442 443 444 445
## -1.357300e+03 -2.981624e+01 -2.029816e+03 -2.405644e+03 1.489601e+04
## 446 447 448 449 450
## 2.245098e+04 -1.878160e+03 1.232350e+04 4.099324e+03 5.550980e+03
## 451 452 453 454 455
## -4.600676e+03 1.632184e+04 -2.279816e+03 -1.479816e+03 -9.248479e+02
## 456 457 458 459 460
## 5.894356e+03 5.121840e+03 -4.050676e+03 -4.726504e+03 -3.328160e+03
## 461 462 463 464 465
## 2.602515e+04 -5.300676e+03 -3.899020e+03 1.527515e+04 -2.802332e+03
## 466 467 468 469 470
## 7.018376e+01 -4.199020e+03 9.976679e+02 1.868528e+03 -4.350676e+03
## 471 472 473 474 475
## -1.253988e+03 -2.353988e+03 -2.478160e+03 -2.052332e+03 3.625152e+03
## 476 477 478 479 480
## 1.442700e+03 -3.450676e+03 4.976679e+02 4.942700e+03 4.701838e+02
## 481 482 483 484 485
## -5.781601e+02 -1.874848e+03 -2.478160e+03 2.289601e+04 -1.481472e+03
## 486 487 488 489 490
## -3.450676e+03 -5.023321e+02 -1.578160e+03 -3.474848e+03 -2.926504e+03
## 491 492 493 494 495
## -2.081472e+03 -2.539882e+02 8.460118e+02 1.894356e+03 -1.829816e+03
## 496 497 498 499 500
## 1.694356e+03 -1.026504e+03 -3.426504e+03 -1.329816e+03 -2.674848e+03
## 501 502 503 504 505
## 2.620038e+03 -1.584756e+03 -1.046673e+03 2.120038e+03 -1.180448e+02
## 506 507 508 509 510
## 1.096203e+03 -3.370861e+02 -1.341880e+03 -1.665714e+03 -4.657142e+02
## 511 512 513 514 515
## 6.009965e+02 -6.466729e+02 1.615244e+03 1.496203e+03 1.877162e+03
## 516 517 518 519 520
## 2.581205e+02 4.115244e+03 1.353327e+03 4.962032e+02 -1.246673e+03
## 521 522 523 524 525
## 2.200997e+03 1.196203e+03 6.439079e+03 -3.708615e+01 -1.609208e+02
## 526 527 528 529 530
## 5.558120e+03 -1.679962e+03 -6.728382e+02 -6.657142e+02 -1.365714e+03
## 531 532 533 534 535
## 1.034286e+03 -9.037968e+02 -1.637086e+03 -1.847555e+02 -3.180448e+02
## 536 537 538 539 540
## -1.060921e+03 -9.037968e+02 -6.418795e+02 1.581205e+02 -1.180448e+02
## 541 542 543 544 545
## 2.934286e+03 -1.122838e+03 2.558120e+03 -9.418795e+02 5.120038e+03
## 546 547 548 549 550
## 5.581205e+02 -7.996216e+01 6.342858e+02 2.003784e+01 -1.484756e+03
## 551 552 553 554 555
## -3.228382e+02 -1.903797e+03 -1.222838e+03 -5.037968e+02 -1.518045e+03
## 556 557 558 559 560
## 1.629139e+02 -1.203797e+03 -8.370861e+02 -1.441880e+03 1.153327e+03
## 561 562 563 564 565
## -4.657142e+02 -2.299003e+03 -1.699003e+03 -3.990035e+02 -6.180448e+02
## 566 567 568 569 570
## -1.660921e+03 -1.579962e+03 -1.465714e+03 -1.141880e+03 -1.141880e+03
## 571 572 573 574 575
## -2.609208e+02 -1.584756e+03 2.500997e+03 4.533271e+02 3.858120e+03
## 576 577 578 579 580
## 5.658120e+03 -2.609208e+02 5.009965e+02 -1.484756e+03 3.015244e+03
## 581 582 583 584 585
## -1.618045e+03 -1.465714e+03 -9.466729e+02 -2.022838e+03 -1.303797e+03
## 586 587 588 589 590
## -9.847555e+02 4.629139e+02 -9.037968e+02 -3.466729e+02 -7.799622e+02
## 591 592 593 594 595
## -1.660921e+03 -1.499003e+03 2.003784e+01 7.152445e+02 -3.370861e+02
## 596 597 598 599 600
## -9.037968e+02 -1.418045e+03 -3.990035e+02 9.965098e-01 -5.228382e+02
## 601 602 603 604 605
## 5.482313e+03 -6.176866e+02 -6.176866e+02 -8.273308e+02 -1.249198e+02
## 606 607 608 609 610
## -1.008042e+03 -8.104534e+02 -2.056312e+02 -6.225087e+02 -5.176866e+02
## 611 612 613 614 615
## 3.287136e+03 3.475080e+03 2.895466e+02 4.726692e+02 1.284725e+03
## 616 617 618 619 620
## -3.056312e+02 -2.128644e+02 2.702581e+02 1.091958e+03 -2.491975e+01
## 621 622 623 624 625
## 1.282313e+03 7.726692e+02 -7.104534e+02 -1.152755e+02 -3.297419e+02
## 626 627 628 629 630
## 1.284725e+03 7.943688e+02 1.275080e+03 -7.128644e+02 7.943688e+02
## 631 632 633 634 635
## -2.225087e+02 -3.080423e+02 2.943688e+02 1.287136e+03 -7.128644e+02
## 636 637 638 639 640
## -1.865275e+03 8.847245e+02 -6.297419e+02 -4.128644e+02 8.702581e+02
## 641 642 643 644 645
## -1.210453e+03 -5.297419e+02 -4.056312e+02 -3.297419e+02 -1.312864e+03
## 646 647 648 649 650
## 2.702581e+02 4.291958e+03 1.070258e+03 2.943688e+02 -1.758042e+03
## 651 652 653 654 655
## -1.315275e+03 -1.608042e+03 -5.200976e+02 -7.225087e+02 -1.117687e+03
## 656 657 658 659 660
## 1.184725e+03 8.774913e+02 4.823134e+02 -1.005631e+03 -1.329742e+03
## 661 662 663 664 665
## -1.629742e+03 2.726692e+02 -1.045337e+01 6.871356e+02 1.175080e+03
## 666 667 668 669 670
## 8.799024e+02 -9.249198e+02 -1.217687e+03 -1.505631e+03 7.823134e+02
## 671 672 673 674 675
## 1.082313e+03 -1.310453e+03 7.847245e+02 2.270258e+03 3.287136e+03
## 676 677 678 679 680
## 2.847245e+02 1.282313e+03 1.275080e+03 5.282313e+03 -1.012864e+03
## 681 682 683 684 685
## -1.152755e+02 -9.749198e+02 -1.972509e+03 -2.024920e+03 -2.020098e+03
## 686 687 688 689 690
## -2.015275e+03 -1.922509e+03 -2.024920e+03 -1.929742e+03 -5.200976e+02
## 691 692 693 694 695
## -1.524920e+03 4.702581e+02 -7.176866e+02 -7.273308e+02 -1.915275e+03
## 696 697 698 699 700
## -1.812864e+03 7.549024e+02 1.425080e+03 -1.385453e+03 6.347245e+02
## 701 702 703 704 705
## -7.908090e+02 -4.077255e+02 -2.211600e+00 3.643301e+02 -9.242673e+02
## 706 707 708 709 710
## -1.135295e+03 -3.077255e+02 3.386761e+03 3.422745e+02 1.170219e+03
## 711 712 713 714 715
## -9.118377e+01 -5.856699e+02 -8.687533e+02 -4.022116e+02 -7.742673e+02
## 716 717 718 719 720
## -8.758090e+02 -8.687533e+02 -7.966977e+02 -8.356699e+02 -7.426725e+01
## 721 722 723 724 725
## 4.591910e+02 -9.411838e+02 -1.535295e+03 -1.574267e+03 -6.856699e+02
## 726 727 728 729 730
## -1.457726e+03 2.297788e+03 2.509191e+03 -1.569781e+03 2.517788e+03
## 731 732 733 734 735
## 3.031247e+03 -5.077255e+02 -1.347726e+03 7.520219e+03 -5.772551e+01
## 736 737 738 739 740
## -1.379781e+03 -1.118753e+03 -2.978117e+01 1.809191e+03 8.341910e+02
## 741 742 743 744 745
## 2.331247e+03 -1.874267e+03 -8.187533e+02 -1.607726e+03 -1.035670e+03
## 746 747 748 749 750
## -1.918753e+03 -1.346698e+03 2.224705e+03 9.541910e+02 2.534191e+03
## 751 752 753 754 755
## -6.352951e+02 2.297788e+03 1.482247e+03 3.342274e+03 -1.132394e+02
## 756 757 758 759 760
## -2.128781e+03 5.786761e+03 1.797788e+03 -1.635295e+03 2.021883e+01
## 761 762 763 764 765
## 1.831247e+03 -1.290809e+03 -4.669769e+01 -1.990809e+03 -1.635295e+03
## 766 767 768 769 770
## -2.356699e+02 -6.687533e+02 -1.352951e+02 -2.164753e+03 7.643301e+02
## 771 772 773 774 775
## 5.202188e+02 -4.022116e+02 -1.323943e+01 1.864705e+03 2.091910e+02
## 776 777 778 779 780
## 1.486761e+03 2.209191e+03 7.091910e+02 -1.577255e+02 -1.635295e+03
## 781 782 783 784 785
## -4.797812e+02 -2.788809e+03 -2.024267e+03 -2.474781e+03 1.508816e+03
## 786 787 788 789 790
## 5.520219e+03 -2.132394e+02 1.643301e+02 -2.911838e+02 -2.022116e+02
## 791 792 793 794 795
## -1.845726e+03 -2.475781e+03 5.202188e+02 -6.242673e+02 -2.786809e+03
## 796 797 798 799 800
## -1.135295e+03 -7.022116e+02 -1.146698e+03 -8.577255e+02 -8.356699e+02
## 801 802 803 804 805
## 2.954106e+03 2.981525e+03 -5.263089e+02 -2.380601e+02 -1.241977e+03
## 806 807 808 809 810
## -1.034143e+03 -2.031143e+03 9.776081e+02 9.736911e+02 2.461940e+03
## 811 812 813 814 815
## -2.263089e+02 -2.012475e+03 -2.008558e+03 -1.710641e+03 -2.040894e+03
## 816 817 818 819 820
## 1.961940e+03 -2.010475e+03 -2.007641e+03 3.981525e+03 -2.031143e+03
## 821 822 823 824 825
## -6.419772e+02 -1.210641e+03 -1.126309e+03 -1.272392e+03 -2.018392e+03
## 826 827 828 829 830
## 3.815252e+02 -1.634143e+03 -2.040894e+03 -1.176309e+03 -2.002641e+03
## 831 832 833 834 835
## -2.014475e+03 -1.041977e+03 1.585442e+03 -6.341431e+02 -6.723638e+00
## 836 837 838 839 840
## 5.854422e+02 -4.958942e+02 -8.223919e+02 -2.041894e+03 2.993276e+03
## 841 842 843 844 845
## -1.480226e+03 -1.030226e+03 -2.020226e+03 -2.021226e+03 -8.419772e+02
## 846 847 848 849 850
## 5.961940e+03 -1.045894e+03 4.619399e+02 1.954106e+03 1.658023e+03
## 851 852 853 854 855
## -1.006724e+03 -1.214558e+03 -1.014558e+03 -1.018475e+03 -1.134143e+03
## 856 857 858 859 860
## 4.736911e+02 1.481525e+03 -2.036060e+03 -1.064070e+01 -3.806011e+01
## 861 862 863 864 865
## 1.381525e+03 4.469774e+03 2.158569e+02 2.458023e+03 2.577608e+03
## 866 867 868 869 870
## -1.214558e+03 -2.023309e+03 5.776081e+02 4.697740e+02 -5.419772e+02
## 871 872 873 874 875
## 1.781525e+03 -2.039977e+03 -2.184748e+02 -1.030226e+03 -1.338060e+03
## 876 877 878 879 880
## -2.239188e+01 -6.380601e+02 7.658569e+02 1.061940e+03 -7.184748e+02
## 881 882 883 884 885
## -2.008641e+03 -3.806011e+01 2.954106e+03 -1.526309e+03 8.580228e+02
## 886 887 888 889 890
## -1.022392e+03 -1.566977e+03 1.481525e+03 7.569774e+03 -7.302260e+02
## 891 892 893 894 895
## 4.736911e+02 2.481525e+03 5.293276e+03 4.658569e+02 2.041058e+02
## 896 897 898 899 900
## -1.018475e+03 1.661940e+03 9.697740e+02 -1.045894e+03 -4.589423e+01
## 901 902 903 904 905
## 9.949329e+03 1.966494e+02 4.143970e+03 -8.979920e+02 -1.950671e+03
## 906 907 908 909 910
## 1.493287e+02 1.493287e+02 -1.945313e+03 -9.926333e+02 1.164933e+04
## 911 912 913 914 915
## 2.243970e+03 4.707367e+03 -8.033506e+02 -9.926333e+02 -2.445313e+03
## 916 917 918 919 920
## 5.600460e+02 7.366652e+00 4.460046e+03 -1.850671e+03 -1.634595e+03
## 921 922 923 924 925
## 1.155469e+04 -6.819161e+02 3.365405e+03 -8.979920e+02 -1.195313e+03
## 926 927 928 929 930
## -2.039954e+03 1.654046e+02 5.468735e+01 7.365405e+03 -2.256030e+03
## 931 932 933 934 935
## -1.587275e+03 1.046005e+04 1.960046e+03 4.054687e+03 -1.256030e+03
## 936 937 938 939 940
## -1.164954e+03 -2.539954e+03 4.073667e+02 -9.453127e+02 1.010201e+04
## 941 942 943 944 945
## 6.493287e+02 2.286540e+04 2.912725e+03 7.912908e+02 -1.406030e+03
## 946 947 948 949 950
## -1.992633e+03 6.127253e+02 -1.050671e+03 -1.650671e+03 -1.603351e+03
## 951 952 953 954 955
## -1.792633e+03 -3.181916e+03 -3.134595e+03 -2.787275e+03 -2.103351e+03
## 956 957 958 959 960
## -2.792633e+03 1.891291e+03 4.102008e+03 -2.487275e+03 -2.981916e+03
## 961 962 963 964 965
## -2.706030e+03 -2.184595e+03 -6.399540e+02 -2.703351e+03 -1.884595e+03
## 966 967 968 969 970
## -6.453127e+02 -1.134595e+03 2.600460e+02 7.546873e+02 -2.303351e+03
## 971 972 973 974 975
## -8.560299e+02 -2.003351e+03 -2.308709e+03 -2.050671e+03 -2.692633e+03
## 976 977 978 979 980
## -2.560299e+02 -6.345954e+02 -2.587275e+03 -2.481916e+03 -6.819161e+02
## 981 982 983 984 985
## -5.399540e+02 -1.850671e+03 -2.039954e+03 -2.045313e+03 -1.742633e+03
## 986 987 988 989 990
## -5.602988e+01 -2.331916e+03 -2.381916e+03 -2.687275e+03 -5.979920e+02
## 991 992 993 994 995
## -4.560299e+02 -2.650671e+03 -2.892633e+03 -1.708709e+03 2.912908e+02
## 996 997 998 999 1000
## -2.181916e+03 -2.092633e+03 -3.081916e+03 -1.197992e+03 -2.503351e+03
## 1001 1002 1003 1004 1005
## 4.247374e+03 5.124447e+03 -1.067749e+03 -1.798481e+03 -1.544822e+03
## 1006 1007 1008 1009 1010
## -1.367749e+03 -1.729213e+03 -1.267749e+03 -5.292129e+02 -1.037017e+03
## 1011 1012 1013 1014 1015
## 1.562983e+03 1.501519e+03 6.624447e+03 6.532251e+03 -3.448215e+02
## 1016 1017 1018 1019 1020
## -1.529213e+03 1.716642e+03 -1.221894e+03 -1.221894e+03 1.685910e+03
## 1021 1022 1023 1024 1025
## 1.532251e+03 -8.755534e+02 -8.140896e+02 5.716642e+03 5.593715e+03
## 1026 1027 1028 1029 1030
## 5.778106e+03 -5.240896e+02 -1.283358e+03 6.859104e+02 1.716642e+03
## 1031 1032 1033 1034 1035
## -1.283358e+03 5.629828e+02 1.278106e+03 -1.714090e+03 -1.606285e+03
## 1036 1037 1038 1039 1040
## -1.383358e+03 -1.444822e+03 6.470787e+03 -6.347491e+02 -7.700172e+02
## 1041 1042 1043 1044 1045
## -7.003577e+02 -7.310896e+02 -6.347491e+02 7.562983e+03 -1.667749e+03
## 1046 1047 1048 1049 1050
## -1.352626e+03 -1.729213e+03 -1.637017e+03 -1.875553e+03 -1.814090e+03
## 1051 1052 1053 1054 1055
## -7.218939e+02 -2.229213e+03 -8.755534e+02 -1.925553e+03 -1.521894e+03
## 1056 1057 1058 1059 1060
## -1.529213e+03 -1.583358e+03 -1.798481e+03 -1.571894e+03 -1.887749e+03
## 1061 1062 1063 1064 1065
## -1.617749e+03 -1.675553e+03 -2.159213e+03 -1.832626e+03 -9.562853e+02
## 1066 1067 1068 1069 1070
## -4.484810e+02 -9.062853e+02 -2.218939e+02 -1.844822e+03 5.629828e+02
## 1071 1072 1073 1074 1075
## -1.552626e+03 -1.698481e+03 1.244466e+02 -1.029213e+03 5.278106e+03
## 1076 1077 1078 1079 1080
## 2.685910e+03 4.707871e+02 2.470787e+03 -4.062853e+02 -1.021894e+03
## 1081 1082 1083 1084 1085
## -1.783358e+03 -1.452626e+03 -1.029213e+03 -1.937017e+03 -1.652626e+03
## 1086 1087 1088 1089 1090
## -1.737017e+03 -4.370172e+02 -3.140896e+02 2.747374e+03 -3.140896e+02
## 1091 1092 1093 1094 1095
## -1.821894e+03 1.593715e+03 -1.721894e+03 -1.552626e+03 -1.406285e+03
## 1096 1097 1098 1099 1100
## 2.166423e+02 1.562983e+03 4.501519e+03 2.470787e+03 -1.267749e+03
## 1101 1102 1103 1104 1105
## -8.676523e+02 -2.810053e+02 -1.167652e+03 -1.210976e+03 -9.093436e+02
## 1106 1107 1108 1109 1110
## 6.056417e+02 -1.466020e+03 -1.481005e+03 -1.537682e+03 -1.552667e+03
## 1111 1112 1113 1114 1115
## -8.676523e+02 -1.267652e+03 -1.566020e+03 -1.452667e+03 -3.810053e+02
## 1116 1117 1118 1119 1120
## -1.137682e+03 -1.109344e+03 -1.152667e+03 -1.252667e+03 -1.294358e+03
## 1121 1122 1123 1124 1125
## -9.109758e+02 -1.287682e+03 1.218995e+03 -6.959906e+02 -5.026671e+02
## 1126 1127 1128 1129 1130
## -1.402667e+03 -2.810053e+02 -1.224329e+03 -7.959906e+02 -7.109758e+02
## 1131 1132 1133 1134 1135
## -2.810053e+02 3.133980e+03 -6.393141e+02 4.009438e+00 -1.381005e+03
## 1136 1137 1138 1139 1140
## -1.474329e+03 -9.810053e+02 3.606859e+02 -1.393141e+02 1.633980e+03
## 1141 1142 1143 1144 1145
## -7.376818e+02 9.906564e+02 -1.281005e+03 -1.137682e+03 3.750686e+03
## 1146 1147 1148 1149 1150
## -9.435830e+01 5.190656e+03 2.860686e+03 1.332348e+03 -1.109758e+02
## 1151 1152 1153 1154 1155
## -4.393141e+02 -6.093436e+02 -1.147652e+03 4.473329e+02 3.860686e+03
## 1156 1157 1158 1159 1160
## -9.435830e+01 -4.526671e+02 -1.239314e+03 -1.309344e+03 -1.195991e+03
## 1161 1162 1163 1164 1165
## 1.360686e+03 3.690656e+03 1.633980e+03 5.633980e+03 -6.109758e+02
## 1166 1167 1168 1169 1170
## 6.832348e+03 2.718995e+03 1.906564e+02 3.339799e+02 -6.093436e+02
## 1171 1172 1173 1174 1175
## -9.393141e+02 -6.093436e+02 -4.676523e+02 2.389024e+03 4.633980e+03
## 1176 1177 1178 1179 1180
## -1.174329e+03 -1.394358e+03 -1.294358e+03 1.339799e+02 -2.526671e+02
## 1181 1182 1183 1184 1185
## -7.243288e+02 -1.181005e+03 -1.139314e+03 3.605642e+03 8.606859e+02
## 1186 1187 1188 1189 1190
## -9.310053e+02 -9.026671e+02 -1.431005e+03 -5.810053e+02 -9.359906e+02
## 1191 1192 1193 1194 1195
## -2.676523e+02 6.090686e+03 8.023182e+02 -6.476523e+02 -2.809758e+02
## 1196 1197 1198 1199 1200
## -1.089314e+03 -2.526671e+02 -1.337682e+03 -1.352667e+03 -1.381005e+03
## 1201 1202 1203 1204 1205
## -1.821443e+03 -2.683119e+03 -1.745527e+03 2.916148e+03 -1.683852e+03
## 1206 1207 1208 1209 1210
## -1.808668e+03 -5.462599e+02 -1.821443e+03 -2.500710e+03 -2.963119e+03
## 1211 1212 1213 1214 1215
## -8.462599e+02 -9.455270e+02 3.604107e+03 -1.620710e+03 -1.083119e+03
## 1216 1217 1218 1219 1220
## -1.621443e+03 -2.638302e+03 -2.245527e+03 -1.446260e+03 -2.083119e+03
## 1221 1222 1223 1224 1225
## -2.295893e+03 -2.296260e+03 -2.308668e+03 -1.395893e+03 6.719233e+02
## 1226 1227 1228 1229 1230
## 9.544730e+02 1.329290e+03 1.373740e+03 1.451515e+03 -8.962599e+02
## 1231 1232 1233 1234 1235
## -1.120710e+03 8.792898e+02 -1.608668e+03 -2.058302e+03 -1.838515e+02
## 1236 1237 1238 1239 1240
## -1.995893e+03 -1.671077e+03 -6.831186e+02 3.191332e+03 3.168814e+02
## 1241 1242 1243 1244 1245
## 1.504107e+03 -6.831186e+02 -1.946260e+03 -1.121443e+03 -1.333485e+03
## 1246 1247 1248 1249 1250
## -1.146260e+03 7.795149e+02 6.291065e+02 -6.088515e+02 5.292898e+02
## 1251 1252 1253 1254 1255
## 1.068881e+03 1.072898e+02 1.093557e+03 -8.560767e+02 -1.146302e+03
## 1256 1257 1258 1259 1260
## 8.785569e+02 5.416982e+02 1.353557e+03 1.154107e+03 -7.814431e+02
## 1261 1262 1263 1264 1265
## -1.145710e+03 4.541065e+02 6.721485e+02 -1.267527e+03 1.785569e+02
## 1266 1267 1268 1269 1270
## 3.161485e+02 3.289233e+02 3.341698e+03 -5.207102e+02 3.289233e+02
## 1271 1272 1273 1274 1275
## 7.129473e+03 -6.588515e+02 -1.258302e+03 3.789233e+02 -6.310767e+02
## 1276 1277 1278 1279 1280
## 6.604107e+03 -6.714431e+02 -1.758935e+02 -6.207102e+02 -7.507102e+02
## 1281 1282 1283 1284 1285
## -3.455270e+02 2.016881e+03 -3.348508e+01 -2.707102e+02 6.391698e+03
## 1286 1287 1288 1289 1290
## -9.834851e+02 2.017923e+03 4.450148e+03 -1.146260e+03 -1.030260e+03
## 1291 1292 1293 1294 1295
## -1.301668e+03 1.685290e+03 3.952881e+03 3.353740e+03 -1.883119e+03
## 1296 1297 1298 1299 1300
## 2.766515e+03 3.004107e+03 -1.758302e+03 2.478557e+03 -1.483119e+03
## 1301 1302 1303 1304 1305
## -2.452640e+03 -2.830127e+03 -9.457682e+02 -1.075768e+03 -1.224512e+03
## 1306 1307 1308 1309 1310
## 5.714873e+03 1.109759e+04 7.414616e+03 -8.814092e+02 -1.148255e+03
## 1311 1312 1313 1314 1315
## 4.578616e+03 -2.205153e+03 -2.065153e+03 -2.395768e+03 -2.168281e+03
## 1316 1317 1318 1319 1320
## -2.632640e+03 -2.599512e+03 -2.930127e+03 -2.385768e+03 -2.648640e+03
## 1321 1322 1323 1324 1325
## -2.145768e+03 -2.209512e+03 -1.888896e+03 1.219873e+03 -2.409512e+03
## 1326 1327 1328 1329 1330
## -1.591409e+03 -2.105768e+03 2.726745e+03 -1.232554e+02 -5.264000e+01
## 1331 1332 1333 1334 1335
## -1.261409e+03 -1.882025e+03 -9.614092e+02 6.874847e+03 1.687360e+03
## 1336 1337 1338 1339 1340
## 3.281719e+03 3.919873e+03 5.717975e+03 2.683616e+03 4.481719e+03
## 1341 1342 1343 1344 1345
## -1.809512e+03 -2.456384e+03 5.433616e+03 -3.939512e+03 1.811104e+03
## 1346 1347 1348 1349 1350
## -1.522025e+03 1.174847e+03 1.147360e+03 -3.093255e+03 2.960488e+03
## 1351 1352 1353 1354 1355
## -2.105768e+03 2.213591e+03 -1.208281e+03 -2.888896e+03 -2.052640e+03
## 1356 1357 1358 1359 1360
## -1.738281e+03 -2.272640e+03 -1.631409e+03 -1.909512e+03 -2.630127e+03
## 1361 1362 1363 1364 1365
## -2.423255e+03 2.139873e+03 -2.910384e+03 -2.390896e+03 -2.092281e+03
## 1366 1367 1368 1369 1370
## -2.861512e+03 -2.140153e+03 -2.065281e+03 -2.729512e+03 1.196719e+03
## 1371 1372 1373 1374 1375
## 5.354232e+03 6.042318e+02 3.201488e+03 -7.441528e+02 -1.201409e+03
## 1376 1377 1378 1379 1380
## -2.225153e+03 -1.759409e+03 -1.305768e+03 5.619873e+03 7.393600e+02
## 1381 1382 1383 1384 1385
## 1.116232e+03 2.694616e+03 -2.599640e+03 -2.461127e+03 1.458591e+03
## 1386 1387 1388 1389 1390
## -2.580127e+03 5.617975e+03 3.438728e+02 2.217446e+02 1.087360e+03
## 1391 1392 1393 1394 1395
## 2.150745e+03 -2.566384e+03 -1.867255e+03 -2.494768e+03 -1.418896e+03
## 1396 1397 1398 1399 1400
## 7.423847e+03 -1.560409e+03 9.202318e+02 6.168873e+03 6.768472e+02
## 1401 1402 1403 1404 1405
## 4.054850e+03 -1.161703e+03 -1.119101e+03 -3.691014e+02 -1.258654e+03
## 1406 1407 1408 1409 1410
## 1.705948e+03 6.165489e+02 -1.065752e+03 -1.613101e+03 -6.561014e+02
## 1411 1412 1413 1414 1415
## 7.030297e+03 1.833899e+03 7.923464e+02 -2.011505e+02 -1.258654e+03
## 1416 1417 1418 1419 1420
## -1.042150e+03 -1.651150e+03 6.377248e+03 3.573297e+03 -9.287026e+02
## 1421 1422 1423 1424 1425
## 3.340549e+03 -5.224511e+02 8.018997e+03 -1.820353e+03 -1.664402e+03
## 1426 1427 1428 1429 1430
## 1.856549e+03 1.927899e+03 2.377850e+03 2.678199e+03 -1.234402e+03
## 1431 1432 1433 1434 1435
## -1.730703e+03 -1.361801e+03 -1.298752e+03 -2.978008e+02 7.080899e+03
## 1436 1437 1438 1439 1440
## -1.763101e+03 -6.230033e+02 1.866997e+03 3.341997e+03 -1.772353e+03
## 1441 1442 1443 1444 1445
## -1.537101e+03 -1.188150e+03 -1.776353e+03 -1.632654e+03 8.018948e+03
## 1446 1447 1448 1449 1450
## -9.991014e+02 -1.313752e+03 -1.147451e+03 4.168850e+03 8.949477e+02
## 1451 1452 1453 1454 1455
## 2.849297e+03 1.058647e+03 1.912346e+03 -2.710703e+03 -1.446353e+03
## 1456 1457 1458 1459 1460
## -1.380703e+03 -1.426353e+03 -1.355052e+03 -2.896353e+03 -2.742003e+03
## 1461 1462 1463 1464 1465
## -2.637654e+03 -2.087654e+03 -2.759402e+03 5.394948e+03 -5.963529e+02
## 1466 1467 1468 1469 1470
## 4.031899e+03 -8.768008e+02 -2.296353e+03 -1.507026e+02 1.031899e+03
## 1471 1472 1473 1474 1475
## 3.531899e+03 -1.259402e+03 3.712346e+03 -1.331150e+03 -2.542003e+03
## 1476 1477 1478 1479 1480
## 1.231992e+02 5.318986e+02 3.212346e+03 -1.950703e+03 -1.072451e+03
## 1481 1482 1483 1484 1485
## -2.126801e+03 -1.466353e+03 -1.326801e+03 -1.275052e+03 -2.013752e+03
## 1486 1487 1488 1489 1490
## -2.209402e+03 -2.596353e+03 -2.416801e+03 -2.181150e+03 1.353647e+03
## 1491 1492 1493 1494 1495
## -7.637517e+02 -3.981014e+02 3.189859e+01 1.579967e+02 -2.259402e+03
## 1496 1497 1498 1499 1500
## -2.301150e+03 -2.656353e+03 -2.318101e+03 -4.281014e+02 -2.226801e+03
## 1501 1502 1503 1504 1505
## -6.930793e+02 3.529179e+02 3.920896e+03 2.690696e+01 -8.030930e+02
## 1506 1507 1508 1509 1510
## -1.651013e+02 -1.091040e+02 -3.791040e+02 -6.830793e+02 -1.215088e+03
## 1511 1512 1513 1514 1515
## -9.270821e+02 1.692065e+01 -6.510126e+01 -1.150876e+02 -1.890903e+02
## 1516 1517 1518 1519 1520
## 1.154912e+03 9.289152e+02 5.849124e+02 1.458901e+03 -5.890766e+02
## 1521 1522 1523 1524 1525
## -8.791040e+02 -1.171085e+03 -6.830793e+02 -1.171085e+03 4.148987e+02
## 1526 1527 1528 1529 1530
## -1.391099e+03 3.029179e+02 3.928915e+03 2.090970e+01 -9.108482e+01
## 1531 1532 1533 1534 1535
## 2.669207e+02 1.558901e+03 -5.770821e+02 -9.030930e+02 -1.247096e+03
## 1536 1537 1538 1539 1540
## -8.390766e+02 3.648987e+02 1.046921e+03 1.202904e+03 1.652904e+03
## 1541 1542 1543 1544 1545
## -9.030930e+02 -9.930793e+02 -4.710848e+02 -1.329104e+03 6.108960e+02
## 1546 1547 1548 1549 1550
## 2.649124e+02 3.578915e+03 5.090970e+01 -7.851013e+02 -7.970958e+02
## 1551 1552 1553 1554 1555
## -4.830793e+02 -1.157096e+03 -1.041085e+03 -1.119090e+03 1.084912e+03
## 1556 1557 1558 1559 1560
## -4.970821e+02 2.969070e+02 -1.035101e+03 -8.010985e+02 -1.149104e+03
## 1561 1562 1563 1564 1565
## -9.890766e+02 -1.277096e+03 -1.359090e+03 -7.590903e+02 2.969207e+02
## 1566 1567 1568 1569 1570
## 3.620896e+03 1.529179e+02 -1.690903e+02 -1.091040e+02 1.772918e+03
## 1571 1572 1573 1574 1575
## -8.851013e+02 -6.390766e+02 -1.335101e+03 -1.029077e+03 -1.103093e+03
## 1576 1577 1578 1579 1580
## 6.729179e+02 8.709097e+02 1.114899e+03 1.072918e+03 1.558901e+03
## 1581 1582 1583 1584 1585
## -1.085101e+03 6.169207e+02 -1.047082e+03 -6.910985e+02 -8.830793e+02
## 1586 1587 1588 1589 1590
## 6.989015e+02 -1.079104e+03 8.390148e+01 -7.910399e+01 9.690696e+01
## 1591 1592 1593 1594 1595
## -1.241099e+03 -8.890766e+02 -1.121085e+03 5.229179e+02 -2.890766e+02
## 1596 1597 1598 1599 1600
## 3.422918e+03 3.378915e+03 1.966921e+03 -7.330793e+02 -7.770821e+02
## 1601 1602 1603 1604 1605
## -8.023134e+02 -7.576467e+02 -1.070313e+03 5.636867e+02 4.036867e+02
## 1606 1607 1608 1609 1610
## -9.516467e+02 -7.783134e+02 -7.229801e+02 -4.229801e+02 3.696868e+02
## 1611 1612 1613 1614 1615
## -6.283134e+02 -7.409800e+02 -1.012313e+03 -4.016467e+02 1.429687e+03
## 1616 1617 1618 1619 1620
## -8.309800e+02 -9.256466e+02 -4.149799e+02 -9.809800e+02 -2.363133e+02
## 1621 1622 1623 1624 1625
## 9.296868e+02 -2.129801e+02 -7.916467e+02 -1.264980e+03 -2.809800e+02
## 1626 1627 1628 1629 1630
## 3.731687e+03 -2.723134e+02 3.485020e+03 -4.183134e+02 -5.629801e+02
## 1631 1632 1633 1634 1635
## -4.629801e+02 1.131687e+03 -7.203132e+02 1.219020e+03 1.190200e+02
## 1636 1637 1638 1639 1640
## -1.256466e+02 9.296868e+02 -4.469800e+02 -5.149799e+02 2.729687e+03
## 1641 1642 1643 1644 1645
## -7.416467e+02 -6.683134e+02 -9.363133e+02 -4.076467e+02 3.690200e+02
## 1646 1647 1648 1649 1650
## 4.296868e+02 2.423533e+02 -9.416467e+02 2.902004e+01 4.003020e+03
## 1651 1652 1653 1654 1655
## -7.149799e+02 -2.863133e+02 -8.469800e+02 2.863687e+03 2.974353e+03
## 1656 1657 1658 1659 1660
## -2.564660e+01 1.287020e+03 9.583533e+02 -6.959800e+02 1.083533e+02
## 1661 1662 1663 1664 1665
## -6.273134e+02 6.690200e+02 -5.576467e+02 4.530200e+02 5.816866e+02
## 1666 1667 1668 1669 1670
## 2.863687e+03 -1.076467e+02 -2.076467e+02 7.976866e+02 2.331687e+03
## 1671 1672 1673 1674 1675
## -3.129801e+02 -7.809800e+02 2.408353e+03 -1.214980e+03 2.876866e+02
## 1676 1677 1678 1679 1680
## -1.569800e+02 -6.229801e+02 -6.123134e+02 -9.903132e+02 -9.249799e+02
## 1681 1682 1683 1684 1685
## -8.463133e+02 5.368669e+01 2.153687e+03 -1.569800e+02 -8.016467e+02
## 1686 1687 1688 1689 1690
## -7.909800e+02 -6.123134e+02 3.880200e+02 -9.019800e+02 -9.616467e+02
## 1691 1692 1693 1694 1695
## -9.816467e+02 -2.526467e+02 -4.816467e+02 -2.279801e+02 -9.963133e+02
## 1696 1697 1698 1699 1700
## -1.394980e+03 -5.923134e+02 -1.065647e+03 -6.183134e+02 -4.763133e+02
## 1701 1702 1703 1704 1705
## 1.180463e+02 -1.647416e+03 -1.546492e+03 -1.146676e+03 2.267584e+03
## 1706 1707 1708 1709 1710
## 1.667584e+03 1.393046e+03 -3.822310e+02 -5.658395e+01 -3.272310e+02
## 1711 1712 1713 1714 1715
## -1.257231e+03 -1.306676e+03 -1.481584e+03 -1.532139e+03 -8.815840e+02
## 1716 1717 1718 1719 1720
## -1.607046e+03 -1.206676e+03 1.868231e+03 -8.572310e+02 1.043139e+03
## 1721 1722 1723 1724 1725
## -1.306676e+03 -1.707416e+03 -1.317688e+02 -1.256492e+03 -3.074159e+02
## 1726 1727 1728 1729 1730
## -3.817688e+02 -1.431769e+03 -1.432323e+03 -1.606861e+03 -9.323234e+02
## 1731 1732 1733 1734 1735
## -1.457046e+03 -1.106861e+03 -1.757231e+03 -1.481769e+03 -1.607046e+03
## 1736 1737 1738 1739 1740
## -1.256492e+03 -3.817688e+02 -1.626861e+03 -1.366764e+02 -1.642139e+03
## 1741 1742 1743 1744 1745
## 3.678614e+02 -2.566764e+02 -6.491514e+00 -1.431769e+03 -1.556861e+03
## 1746 1747 1748 1749 1750
## -1.757231e+03 -1.257231e+03 -1.632139e+03 -1.482323e+03 3.818231e+03
## 1751 1752 1753 1754 1755
## 3.922769e+03 -9.223234e+02 3.197861e+03 3.418046e+03 -3.070461e+02
## 1756 1757 1758 1759 1760
## -1.137046e+03 -1.461769e+03 4.180463e+02 1.027690e+02 6.178614e+02
## 1761 1762 1763 1764 1765
## 6.231387e+02 1.992954e+03 7.092769e+03 -1.271769e+03 -7.317688e+02
## 1766 1767 1768 1769 1770
## -1.547231e+03 -1.801954e+03 5.629539e+02 1.222769e+03 -1.061769e+03
## 1771 1772 1773 1774 1775
## -5.176882e+01 -1.270461e+02 -3.822310e+02 2.132312e+02 1.238324e+03
## 1776 1777 1778 1779 1780
## 1.392584e+03 9.927690e+02 -1.816764e+02 4.292584e+03 4.768231e+03
## 1781 1782 1783 1784 1785
## 1.682312e+02 2.543139e+03 4.342769e+03 -1.206676e+03 -1.737416e+03
## 1786 1787 1788 1789 1790
## -1.501584e+03 -7.046134e+00 4.435085e+02 -2.317688e+02 1.443508e+03
## 1791 1792 1793 1794 1795
## 7.043508e+03 -1.407416e+03 3.682312e+02 -1.157231e+03 -1.501584e+03
## 1796 1797 1798 1799 1800
## 5.435085e+02 -1.377231e+03 -6.704613e+01 3.843508e+03 -6.066764e+02
## 1801 1802 1803 1804 1805
## 2.106624e+02 -1.213550e+03 -1.592488e+03 -1.444064e+03 -1.544064e+03
## 1806 1807 1808 1809 1810
## -1.616701e+03 2.645909e+04 -2.137762e+03 3.210662e+03 -1.544064e+03
## 1811 1812 1813 1814 1815
## -1.261975e+03 -9.924883e+02 1.283299e+03 -1.665125e+03 -6.932760e+02
## 1816 1817 1818 1819 1820
## -7.404883e+02 -1.761975e+03 -1.116701e+03 -1.689338e+03 -1.761975e+03
## 1821 1822 1823 1824 1825
## -7.651253e+02 -2.016701e+03 -1.761975e+03 -2.052488e+03 -1.763550e+03
## 1826 1827 1828 1829 1830
## 4.380255e+02 -1.992488e+03 -5.861868e+02 -2.215125e+03 -2.134064e+03
## 1831 1832 1833 1834 1835
## 3.820662e+03 3.839087e+03 -7.801253e+02 -1.822488e+03 -1.442488e+03
## 1836 1837 1838 1839 1840
## -1.484064e+03 -1.792488e+03 -8.451253e+02 -1.830913e+03 -1.584064e+03
## 1841 1842 1843 1844 1845
## -4.933758e+01 9.506624e+02 1.723299e+03 -5.540637e+02 -1.351253e+02
## 1846 1847 1848 1849 1850
## 4.956624e+02 6.800936e+03 -1.666701e+03 -8.393376e+02 1.671724e+03
## 1851 1852 1853 1854 1855
## -2.186187e+03 -1.469338e+03 -1.940637e+02 9.717240e+02 -1.899338e+03
## 1856 1857 1858 1859 1860
## -7.685499e+02 1.412238e+03 1.233299e+03 9.090870e+02 -6.917006e+02
## 1861 1862 1863 1864 1865
## 3.562238e+03 -4.440637e+02 -9.027622e+02 3.684875e+03 4.285662e+03
## 1866 1867 1868 1869 1870
## 2.913299e+03 2.420662e+03 3.864875e+03 -1.681975e+03 -1.841975e+03
## 1871 1872 1873 1874 1875
## -6.377622e+02 2.915936e+03 -1.040913e+03 7.017240e+02 1.869087e+03
## 1876 1877 1878 1879 1880
## 1.403813e+03 7.218025e+03 -1.656701e+03 2.339087e+03 -1.916701e+03
## 1881 1882 1883 1884 1885
## -1.482760e+02 -2.065125e+03 -5.424883e+02 1.468025e+03 -2.205125e+03
## 1886 1887 1888 1889 1890
## -2.226187e+03 -2.232488e+03 -1.914064e+03 -6.331253e+02 -2.189338e+03
## 1891 1892 1893 1894 1895
## -2.032488e+03 -2.090913e+03 3.375936e+03 -1.327762e+03 -6.251253e+02
## 1896 1897 1898 1899 1900
## -1.212488e+03 -1.486701e+03 -2.031975e+03 -1.768276e+03 -4.993376e+02
## 1901 1902 1903 1904 1905
## 6.517507e+02 1.079408e+03 1.318236e+03 3.661649e+02 1.046165e+03
## 1906 1907 1908 1909 1910
## 2.713822e+03 7.839408e+03 -6.294208e+02 -8.293523e+01 -9.044208e+02
## 1911 1912 1913 1914 1915
## -8.526636e+02 1.358236e+03 -1.385210e+02 4.899935e+02 9.473364e+02
## 1916 1917 1918 1919 1920
## -9.217638e+02 -7.629352e+02 -3.367638e+02 6.317507e+02 -2.285210e+02
## 1921 1922 1923 1924 1925
## -1.038249e+03 -9.417638e+02 -1.278249e+03 2.380579e+03 4.249935e+02
## 1926 1927 1928 1929 1930
## -4.138351e+02 -2.361780e+02 -1.079421e+03 -7.685210e+02 -1.046178e+03
## 1931 1932 1933 1934 1935
## -6.638351e+02 -4.194208e+02 -1.973495e+02 1.669408e+03 -1.529352e+02
## 1936 1937 1938 1939 1940
## -3.529352e+02 -1.212664e+03 -8.717638e+02 -1.126178e+03 -3.529352e+02
## 1941 1942 1943 1944 1945
## -1.002349e+03 2.305792e+02 -7.973495e+02 1.697336e+03 -8.467638e+02
## 1946 1947 1948 1949 1950
## 2.523364e+02 2.563822e+03 -4.082493e+02 -7.773495e+02 -7.085210e+02
## 1951 1952 1953 1954 1955
## 2.502651e+03 8.194077e+02 -2.029352e+02 -5.750065e+02 -8.261780e+02
## 1956 1957 1958 1959 1960
## -1.010592e+03 -2.661780e+02 -8.305923e+02 -8.861780e+02 -1.203835e+03
## 1961 1962 1963 1964 1965
## -1.047349e+03 -6.417638e+02 1.724993e+03 -3.526636e+02 -7.085210e+02
## 1966 1967 1968 1969 1970
## -6.861780e+02 -1.328249e+03 -8.417638e+02 5.133236e+03 -1.323495e+02
## 1971 1972 1973 1974 1975
## -7.261780e+02 -1.202664e+03 -1.074421e+03 1.514790e+02 2.817507e+02
## 1976 1977 1978 1979 1980
## 1.403236e+03 8.314790e+02 7.364790e+02 1.241479e+03 -2.126636e+02
## 1981 1982 1983 1984 1985
## 1.367507e+02 -8.411780e+02 -6.473495e+02 -1.002349e+03 -2.411780e+02
## 1986 1987 1988 1989 1990
## 8.706477e+01 1.961649e+02 -1.212664e+03 -3.750065e+02 -8.029352e+02
## 1991 1992 1993 1994 1995
## -8.129352e+02 -2.805923e+02 -1.773495e+02 -8.017638e+02 -1.070592e+03
## 1996 1997 1998 1999 2000
## -1.150592e+03 3.424993e+03 -4.176375e+01 -2.085210e+02 -3.585210e+02
## 2001 2002 2003 2004 2005
## -9.002140e+02 -1.419905e+03 -1.138054e+03 -5.699055e+02 3.110403e+03
## 2006 2007 2008 2009 2010
## -5.108311e+02 2.301329e+03 -6.895969e+02 -3.683627e+02 -7.895969e+02
## 2011 2012 2013 2014 2015
## -1.168363e+03 -1.238054e+03 -1.450214e+03 -7.895969e+02 4.978597e+01
## 2016 2017 2018 2019 2020
## -1.491140e+03 -1.150214e+03 -1.019905e+03 -9.683627e+02 -1.430523e+03
## 2021 2022 2023 2024 2025
## -1.350214e+03 -7.108311e+02 -1.050214e+03 -1.028980e+03 -8.380541e+02
## 2026 2027 2028 2029 2030
## -1.349905e+03 -1.238054e+03 -8.805412e+01 -1.329597e+03 -1.318054e+03
## 2031 2032 2033 2034 2035
## -1.241140e+03 1.997860e+02 2.399786e+03 -1.089597e+03 -1.038054e+03
## 2036 2037 2038 2039 2040
## 5.132876e+01 -1.519288e+03 -1.228980e+03 -1.080523e+03 -1.038054e+03
## 2041 2042 2043 2044 2045
## 4.804169e+03 -1.199055e+02 3.436946e+03 -7.833627e+02 -9.742884e+02
## 2046 2047 2048 2049 2050
## -1.451140e+03 -1.008311e+02 -2.911397e+02 1.491020e+03 2.245403e+03
## 2051 2052 2053 2054 2055
## -8.533627e+02 -1.068980e+03 3.291689e+02 -1.284288e+03 1.204031e+02
## 2056 2057 2058 2059 2060
## 1.260403e+03 -9.486712e+02 -1.298671e+03 -9.986712e+02 -1.118363e+03
## 2061 2062 2063 2064 2065
## -3.486712e+02 1.013288e+02 -1.091140e+03 -9.183627e+02 -5.911397e+02
## 2066 2067 2068 2069 2070
## -7.305226e+02 -1.108311e+02 -1.241140e+03 -6.092884e+02 1.558860e+03
## 2071 2072 2073 2074 2075
## -1.391140e+03 -1.400214e+03 -1.398671e+03 -1.441140e+03 -7.539798e+02
## 2076 2077 2078 2079 2080
## -1.068363e+03 2.471020e+03 -7.608311e+02 -1.500523e+03 7.997860e+02
## 2081 2082 2083 2084 2085
## 1.030095e+03 -1.805226e+02 -1.198671e+03 8.316373e+02 2.289169e+03
## 2086 2087 2088 2089 2090
## -1.002140e+02 -1.540831e+03 7.088603e+02 -8.592884e+02 -1.198671e+03
## 2091 2092 2093 2094 2095
## 1.328761e+00 4.701329e+03 4.340712e+03 3.958860e+03 -7.502140e+02
## 2096 2097 2098 2099 2100
## 5.661329e+03 5.680095e+03 5.119477e+03 4.401329e+03 2.651329e+03
## 2101 2102 2103 2104 2105
## -1.671004e+03 2.208996e+03 2.028016e+03 -2.064882e+03 4.147914e+02
## 2106 2107 2108 2109 2110
## -1.794229e+03 -2.117780e+03 -5.852086e+02 1.388342e+03 4.414791e+03
## 2111 2112 2113 2114 2115
## 4.354445e+02 1.595771e+03 -1.677780e+03 -8.748820e+02 -2.051331e+03
## 2116 2117 2118 2119 2120
## -3.381065e+02 -1.664555e+03 -1.891004e+03 -1.864555e+03 1.108996e+03
## 2121 2122 2123 2124 2125
## -9.145555e+02 -2.164555e+03 -3.645555e+02 4.361893e+03 -1.724882e+03
## 2126 2127 2128 2129 2130
## 9.089955e+02 1.122220e+03 1.222220e+03 -1.524882e+03 -8.019841e+02
## 2131 2132 2133 2134 2135
## -9.277800e+02 -2.075209e+03 3.751180e+02 -3.484331e+02 -1.471984e+03
## 2136 2137 2138 2139 2140
## -1.521984e+03 5.348669e+03 1.301567e+03 1.161893e+03 7.326567e+03
## 2141 2142 2143 2144 2145
## -1.704229e+03 -9.542289e+02 -2.177780e+03 -2.852086e+02 4.435445e+03
## 2146 2147 2148 2149 2150
## 2.348669e+03 -1.438107e+03 5.222200e+02 -2.131658e+03 2.780159e+02
## 2151 2152 2153 2154 2155
## 2.195771e+03 -1.914555e+03 -2.098433e+03 -1.935209e+03 5.354445e+02
## 2156 2157 2158 2159 2160
## 2.801589e+01 -2.179229e+03 -1.438107e+03 -1.738107e+03 1.108996e+03
## 2161 2162 2163 2164 2165
## 1.322220e+03 1.528016e+03 -1.821984e+03 -2.176331e+03 5.618935e+02
## 2166 2167 2168 2169 2170
## 8.995535e+00 3.383424e+02 1.501567e+03 1.548669e+03 -2.341004e+03
## 2171 2172 2173 2174 2175
## -1.410045e+02 -2.381065e+02 5.975118e+03 1.635445e+03 -2.198433e+03
## 2176 2177 2178 2179 2180
## 1.280159e+02 1.201567e+03 -1.751658e+03 -7.919841e+02 -2.174229e+03
## 2181 2182 2183 2184 2185
## 2.751180e+02 4.633996e+03 -5.984331e+02 -1.177780e+03 2.335445e+03
## 2186 2187 2188 2189 2190
## 1.595771e+03 1.448669e+03 -1.398433e+03 -8.548820e+02 -2.058107e+03
## 2191 2192 2193 2194 2195
## 1.161893e+03 -1.185209e+03 3.928016e+03 -9.852086e+02 2.908996e+03
## 2196 2197 2198 2199 2200
## -1.611658e+03 -1.877780e+03 -2.078107e+03 -1.085209e+03 -1.238107e+03
##
## $Temperature
## 1 2 3 4 5
## -508.123054 -1620.009600 1610.379559 5086.821572 111744.499851
## 6 7 8 9 10
## -1836.187570 1815.622808 -1608.362851 6117.381560 5829.252392
## 11 12 13 14 15
## 7122.854680 1182.053001 4395.615677 -1382.058198 263.990348
## 16 17 18 19 20
## -3495.721341 -6502.817409 -3842.468462 -1925.496065 -2916.324607
## 21 22 23 24 25
## -5114.127268 -1482.919802 556.677897 -4935.836520 -2111.667818
## 26 27 28 29 30
## 3075.499536 -1194.617722 -3019.311315 -7261.801242 -5040.450033
## 31 32 33 34 35
## -5492.984538 -2112.347939 -2320.696642 -5218.999218 -416.635851
## 36 37 38 39 40
## 1990.174853 -697.512174 -3883.286249 -6718.828307 -3374.508067
## 41 42 43 44 45
## -4462.089008 1628.044764 3595.388862 -1765.820547 279.799346
## 46 47 48 49 50
## -1102.332047 1058.984832 -2653.636638 -4423.883704 1236.599855
## 51 52 53 54 55
## 1635.891153 -2140.012922 -3339.332866 -5869.066615 1025.660087
## 56 57 58 59 60
## -2148.604925 2753.703077 -2654.832551 -7605.919935 -5666.503639
## 61 62 63 64 65
## -6072.035980 -646.837094 -3271.879020 -4949.609000 -7201.842643
## 66 67 68 69 70
## -3240.309043 -6345.162974 -1515.010879 -654.693399 -3513.413187
## 71 72 73 74 75
## -1223.151376 184.639469 -2776.535925 -6365.401841 -109.045757
## 76 77 78 79 80
## -2263.113008 125.748443 589.620992 879.023810 -2914.665188
## 81 82 83 84 85
## 1885.580671 -1471.396216 -500.785467 -859.246945 1781.980898
## 86 87 88 89 90
## 13194.372358 17141.268391 17584.584293 -3170.288577 -6462.934930
## 91 92 93 94 95
## -175.607251 -2961.413402 -575.656646 140.086736 -3681.601383
## 96 97 98 99 100
## -839.949587 -3431.314859 -5130.755658 -1210.947104 -4111.062173
## 101 102 103 104 105
## 221.429427 -1471.074454 -1256.205678 -1616.069714 948.598554
## 106 107 108 109 110
## -223.367890 1167.604526 507.435196 3669.451674 676.039571
## 111 112 113 114 115
## -911.929980 1374.112272 -1561.575864 -1241.970123 -992.608278
## 116 117 118 119 120
## 993.278161 -831.264823 131.255389 532.783898 663.458031
## 121 122 123 124 125
## -898.711133 1525.747545 -1781.022211 -1018.012858 2544.905352
## 126 127 128 129 130
## 2235.890955 -448.342538 -879.073789 -467.304393 -507.505338
## 131 132 133 134 135
## -556.214449 -1050.472629 -1230.427829 -1268.945657 -1024.622360
## 136 137 138 139 140
## 1451.154488 -1272.642668 523.063943 -875.559221 540.461246
## 141 142 143 144 145
## 803.802462 -939.963348 1353.194978 -1131.221511 539.054525
## 146 147 148 149 150
## -951.613296 679.937117 707.471154 -912.565673 2567.763659
## 151 152 153 154 155
## -1376.691880 -1678.868825 -1483.947484 -227.811235 139.830178
## 156 157 158 159 160
## -443.974470 2803.817933 975.972431 -765.222952 457.554852
## 161 162 163 164 165
## 399.630096 -1075.308427 -1057.526959 3114.565423 2942.923011
## 166 167 168 169 170
## 2975.891436 2943.657135 1468.555599 1413.387923 -555.496677
## 171 172 173 174 175
## -1709.309182 -1550.144329 -1178.174267 637.754433 960.260591
## 176 177 178 179 180
## -575.329753 -978.265062 -836.742668 3936.780137 627.811031
## 181 182 183 184 185
## -199.040613 -1545.041513 1677.910762 -1469.553505 -1061.419969
## 186 187 188 189 190
## -1720.156324 -1463.406158 -714.009812 678.114916 -1771.940053
## 191 192 193 194 195
## -1481.419875 -1635.532475 -1819.425876 -522.259489 203.322593
## 196 197 198 199 200
## -765.763300 -1012.200276 3404.971754 -1071.512369 2945.177126
## 201 202 203 204 205
## 680.251163 441.830572 648.131673 -1830.387650 -634.601021
## 206 207 208 209 210
## 181.384096 5144.318764 1748.818778 2595.072975 -874.624208
## 211 212 213 214 215
## -1917.491598 -1228.611599 -1502.550866 -2224.725935 -1808.250120
## 216 217 218 219 220
## -1790.179294 2082.274220 -2337.798281 -1827.688608 -898.270273
## 221 222 223 224 225
## 1794.324543 146.465963 -1044.387041 -576.387441 -1577.321736
## 226 227 228 229 230
## 2279.559421 -1874.608955 -1659.925004 -466.033087 722.736078
## 231 232 233 234 235
## -139.600783 -1680.964305 -2280.328513 -894.720907 -1121.677157
## 236 237 238 239 240
## 1223.297795 -1504.607985 -291.734166 -765.225712 -1020.175887
## 241 242 243 244 245
## 1759.223708 -2153.394958 -1691.727664 -1471.180291 -1071.979915
## 246 247 248 249 250
## -859.279141 -2340.983483 5422.220941 -573.250829 -978.528918
## 251 252 253 254 255
## 3371.371995 -2070.486200 1254.644288 718.089217 6596.306320
## 256 257 258 259 260
## 705.187785 -1406.203969 316.108320 2431.129143 -1772.446195
## 261 262 263 264 265
## -1608.553511 -1034.115200 -1662.107134 -1143.602035 -1237.127353
## 266 267 268 269 270
## -1168.081021 4640.504608 59.139074 -258.148421 -2056.154286
## 271 272 273 274 275
## 2198.553806 -1359.160173 -1584.077969 -285.588165 -6.778491
## 276 277 278 279 280
## -402.180382 4649.171111 -2086.735228 -2038.568676 -723.430751
## 281 282 283 284 285
## -279.271235 2721.669031 -242.404594 1565.632287 -393.010124
## 286 287 288 289 290
## -1377.900893 -2180.518275 1612.557761 -2121.375496 -1175.149180
## 291 292 293 294 295
## -1516.220306 1346.632458 6019.235211 1911.265195 3383.406186
## 296 297 298 299 300
## -652.389363 1630.160130 6964.195413 -1530.098650 1320.216576
## 301 302 303 304 305
## -2853.752423 17.421547 -495.356717 -2058.295735 -610.336405
## 306 307 308 309 310
## 751.922259 -2445.547952 -2728.591811 -2463.578980 -559.087426
## 311 312 313 314 315
## 4781.134594 -1101.166525 3265.539527 64.137184 -1263.006461
## 316 317 318 319 320
## -2187.414832 1533.380002 -2416.356087 -1901.686374 2773.873126
## 321 322 323 324 325
## 2418.846596 5538.692375 3559.830180 1447.509865 1309.688468
## 326 327 328 329 330
## -937.414852 1693.673031 16333.059932 1974.195979 -2300.171129
## 331 332 333 334 335
## 1992.364539 -845.304990 -1141.518706 840.085111 3643.410539
## 336 337 338 339 340
## -1985.647029 -1183.241304 -2299.465564 -2104.497453 -1032.312225
## 341 342 343 344 345
## -1893.092757 -784.405952 2700.525518 -1241.300458 -690.407777
## 346 347 348 349 350
## -2163.950975 2986.102656 -1386.178654 -1509.616548 -1609.901877
## 351 352 353 354 355
## 1550.706948 1626.000684 1644.384488 7342.266280 3804.250683
## 356 357 358 359 360
## 2847.235563 3445.529138 -26.031630 3077.835376 -2038.301701
## 361 362 363 364 365
## 160.747736 -510.463197 -1608.881195 -696.657214 -3172.197497
## 366 367 368 369 370
## -2454.990295 -766.732130 -206.992060 -1649.632047 -1015.541260
## 371 372 373 374 375
## -1622.792559 254.513717 -1782.880175 668.811494 522.378495
## 376 377 378 379 380
## -2436.338155 -2087.905031 -2251.770087 1884.971407 -1230.997099
## 381 382 383 384 385
## 302.588665 2900.874849 165.515832 822.509404 -759.556602
## 386 387 388 389 390
## -1190.531295 -26.413273 -1778.265008 990.205280 -1781.418707
## 391 392 393 394 395
## -2367.099095 -799.301860 -2288.867676 -1843.125838 -328.903247
## 396 397 398 399 400
## -1761.964852 -1542.590810 581.780082 -1839.494974 -2159.256600
## 401 402 403 404 405
## -1877.938371 -3860.905331 -4805.034372 -1490.437289 -4572.302643
## 406 407 408 409 410
## -4488.710671 3910.296491 -3127.651609 5801.706882 -4058.363298
## 411 412 413 414 415
## -625.348119 -2099.857912 -3129.467895 -1014.922952 -2816.496528
## 416 417 418 419 420
## -4091.037775 -1753.797293 -3695.695592 -857.026057 -904.184900
## 421 422 423 424 425
## -4549.451740 779.126830 -2040.678106 -1205.554947 -3695.149759
## 426 427 428 429 430
## -2058.470646 -4150.037890 -1065.358449 -1917.275725 -1332.013932
## 431 432 433 434 435
## -1810.620647 -1910.810639 3177.979240 -1664.903934 -3166.684873
## 436 437 438 439 440
## -3142.566763 -3426.045394 -1626.727524 -3492.167792 -441.723899
## 441 442 443 444 445
## -2748.997853 -692.906388 -2467.533983 -3441.041782 14058.680136
## 446 447 448 449 450
## 24127.654980 -2279.986022 13020.058312 4986.507833 7446.849759
## 451 452 453 454 455
## -4090.676749 15863.556887 -2865.864234 -1962.957290 145.924132
## 456 457 458 459 460
## 5208.443482 5151.995266 -3249.725222 -4003.934358 -3179.027743
## 461 462 463 464 465
## 27037.273238 -4101.661250 -2356.396643 16334.259186 -2306.712593
## 466 467 468 469 470
## -995.012085 -3021.945044 1278.841616 850.974623 -3655.031532
## 471 472 473 474 475
## -1761.838960 -2621.870365 -2977.232375 -1743.004477 4499.416763
## 476 477 478 479 480
## 99.204650 -2404.663873 1112.524352 3306.452520 -144.809158
## 481 482 483 484 485
## -809.120107 -877.475529 -2963.122076 22548.938580 -2561.861912
## 486 487 488 489 490
## -2830.294003 -485.402083 -1545.500472 -2104.856418 -2452.679025
## 491 492 493 494 495
## -3774.682368 -1053.809125 45.904423 590.990896 -2167.232256
## 496 497 498 499 500
## 724.516906 -398.654037 -2786.375546 -2440.691251 -1818.070531
## 501 502 503 504 505
## 2865.641870 -1975.529586 -1581.959715 2443.866529 356.506328
## 506 507 508 509 510
## 1151.542211 225.421677 -1263.128443 -2152.276529 -891.489546
## 511 512 513 514 515
## 1183.210958 -1386.107831 1530.925851 1025.626336 2014.187063
## 516 517 518 519 520
## 104.715941 3932.891977 784.099558 97.485875 -1609.319810
## 521 522 523 524 525
## 2455.814232 988.299089 6505.052634 373.353322 -75.829847
## 526 527 528 529 530
## 5390.914545 -1203.212604 -598.129198 -1308.190770 -1891.487817
## 531 532 533 534 535
## 313.779105 -983.973809 -1021.439269 -644.279808 214.812890
## 536 537 538 539 540
## -879.170911 -1392.741760 -592.691472 30.573225 573.607260
## 541 542 543 544 545
## 2297.338764 -1429.161697 2509.286621 -711.301855 5263.971315
## 546 547 548 549 550
## 714.620360 156.344098 381.141757 166.331857 -1550.514252
## 551 552 553 554 555
## -612.649913 -2299.986421 -1258.676328 -634.201727 -983.641736
## 556 557 558 559 560
## 550.333005 -1606.671846 -17.447041 -1493.740232 508.625682
## 561 562 563 564 565
## -888.409856 -1872.235799 -1332.121406 145.127927 52.387993
## 566 567 568 569 570
## -1607.914061 -1446.277753 -1873.701407 -1065.021622 -1031.845028
## 571 572 573 574 575
## -395.900601 -2022.304596 2885.793775 -74.641623 3966.273549
## 576 577 578 579 580
## 5672.524607 -207.955571 1096.514294 -2093.572329 2810.916220
## 581 582 583 584 585
## -992.489780 -1703.518203 -1611.716107 -1883.794166 -1318.552134
## 586 587 588 589 590
## -1215.365424 1210.055292 -926.112771 -760.771697 -357.721022
## 591 592 593 594 595
## -1715.063741 -950.727540 438.484634 93.422464 320.709605
## 596 597 598 599 600
## -1034.603137 -930.519992 -247.151346 223.393621 -416.965430
## 601 602 603 604 605
## 5116.987835 -682.060028 -1122.868617 -935.423428 334.090476
## 606 607 608 609 610
## -561.416655 -805.856041 -548.720382 -231.149812 -645.393762
## 611 612 613 614 615
## 3617.650565 3267.417407 181.411234 643.159233 1692.830308
## 616 617 618 619 620
## 102.445550 -439.103233 -190.940476 609.072507 125.246866
## 621 622 623 624 625
## 1513.214860 854.246979 -342.310775 -547.844851 -175.684912
## 626 627 628 629 630
## 1169.269095 706.704325 1071.704680 -663.135157 548.283695
## 631 632 633 634 635
## -157.909083 -281.078337 201.592574 975.651382 -690.189519
## 636 637 638 639 640
## -1627.366688 916.526413 -268.009773 -651.522412 1333.028287
## 641 642 643 644 645
## -1615.237442 -82.106244 -501.681190 130.655799 -962.823865
## 646 647 648 649 650
## 130.453255 4052.962238 608.363265 1.136601 -1493.969880
## 651 652 653 654 655
## -1372.320349 -1909.671612 -922.960779 -1204.694325 -1271.473712
## 656 657 658 659 660
## 917.220688 551.413273 862.501825 -553.993823 -1372.171822
## 661 662 663 664 665
## -1304.473001 684.391054 -371.239408 429.740599 1383.677550
## 666 667 668 669 670
## 407.657334 -799.384915 -1344.483818 -1061.762909 410.887089
## 671 672 673 674 675
## 1331.686539 -941.389594 755.095597 2093.754661 3526.142653
## 676 677 678 679 680
## 227.586036 981.872812 1327.134930 5511.083702 -722.938289
## 681 682 683 684 685
## -283.803152 -1114.743484 -1755.513609 -1572.320965 -1837.398408
## 686 687 688 689 690
## -2399.017549 -2116.939432 -1765.715481 -1760.452363 -718.130085
## 691 692 693 694 695
## -1510.770204 762.357472 -706.064371 -747.715979 -1827.286029
## 696 697 698 699 700
## -1750.592015 566.763286 1314.663432 -1309.217634 602.705715
## 701 702 703 704 705
## -140.591025 -742.117558 -500.766249 -455.295086 -767.720732
## 706 707 708 709 710
## -653.140604 -505.306270 3341.472897 122.321122 1464.743621
## 711 712 713 714 715
## -912.276438 -1436.947643 -838.621998 -813.839135 -616.007505
## 716 717 718 719 720
## -214.329376 -798.257848 -1421.902196 -1676.831831 107.145366
## 721 722 723 724 725
## 1078.334998 -1709.121669 -1073.223512 -1373.138252 -1631.042758
## 726 727 728 729 730
## -1725.591207 1842.246450 3082.241927 -1128.248165 1997.211416
## 731 732 733 734 735
## 3115.470171 -708.541751 -1710.892387 7902.360868 -239.156250
## 736 737 738 739 740
## -998.309200 -1134.112363 248.577734 2472.846286 1523.269687
## 741 742 743 744 745
## 2363.053687 -1736.134752 -694.015373 -1817.331501 -1952.650000
## 746 747 748 749 750
## -1852.949691 -2014.315326 2811.009737 1700.272922 3183.476612
## 751 752 753 754 755
## -147.659730 1842.277456 1474.049810 3126.157415 -156.863342
## 756 757 758 759 760
## -1777.705892 5661.165096 1317.817473 -1105.499265 397.568641
## 761 762 763 764 765
## 1857.824380 -642.472121 -661.154993 -1359.514473 -1118.921166
## 766 767 768 769 770
## -1219.817189 -575.277326 437.805421 -2073.725579 -178.548652
## 771 772 773 774 775
## 788.235850 -830.315166 -164.531176 2336.705171 841.746510
## 776 777 778 779 780
## 1310.459287 2921.488048 1302.055210 -434.831213 -1178.895331
## 781 782 783 784 785
## -53.618055 -2111.147996 -1854.210259 -2177.499634 743.401528
## 786 787 788 789 790
## 5801.949405 -278.148751 -737.823543 -965.525618 -595.921817
## 791 792 793 794 795
## -2112.748887 -2154.169168 869.562274 -399.915713 -2120.653809
## 796 797 798 799 800
## -567.791362 -1104.052844 -1773.710003 -1081.481330 -1679.447432
## 801 802 803 804 805
## 2696.520458 3364.619826 -942.884190 15.415654 -1366.542084
## 806 807 808 809 810
## -847.522006 -2185.991532 809.941635 1388.382865 2142.115075
## 811 812 813 814 815
## -327.811217 -1974.798979 -2345.783020 -2032.117241 -1778.898221
## 816 817 818 819 820
## 2233.795188 -1982.704052 -2095.116282 3620.588299 -1692.344362
## 821 822 823 824 825
## -992.266719 -746.694807 -1354.040585 -1304.347715 -2446.325635
## 826 827 828 829 830
## 265.016394 -1282.393814 -1906.108184 -1226.925966 -2329.953173
## 831 832 833 834 835
## -1541.905355 -1018.639379 1818.931707 -165.594242 -88.988792
## 836 837 838 839 840
## 499.567395 -814.346458 -1051.111315 -2320.221746 2740.720957
## 841 842 843 844 845
## -995.366922 -1269.380038 -1935.653089 -1743.962534 -773.117350
## 846 847 848 849 850
## 6116.620566 -797.925183 54.763672 1912.700867 1619.410492
## 851 852 853 854 855
## -998.583061 -1137.576463 -814.236201 -1268.596737 -1119.283236
## 856 857 858 859 860
## 434.616370 1182.298847 -2144.650485 -303.243663 -56.955892
## 861 862 863 864 865
## 1413.141654 4816.576671 602.875320 2063.175522 2337.657045
## 866 867 868 869 870
## -1315.513239 -1706.085535 502.997923 440.208885 -776.589505
## 871 872 873 874 875
## 2271.381604 -1531.694065 -175.718149 -926.512287 -1373.669155
## 876 877 878 879 880
## -134.159532 -157.698892 566.539201 1162.570467 -900.399201
## 881 882 883 884 885
## -1642.432114 -154.938050 2700.526603 -1881.680108 777.989704
## 886 887 888 889 890
## -818.265089 -1568.921575 1747.539261 7544.989369 -526.992664
## 891 892 893 894 895
## 360.833019 2059.219231 5037.618075 200.807818 511.665961
## 896 897 898 899 900
## -915.627341 1892.556219 836.246198 -754.178188 18.840594
## 901 902 903 904 905
## 10149.673085 -199.565005 3602.604988 -696.575895 -1987.143420
## 906 907 908 909 910
## 394.808859 124.819853 -1850.787172 -1250.647053 11689.286300
## 911 912 913 914 915
## 2390.737760 5073.738748 -1176.015856 -683.239545 -2254.935339
## 916 917 918 919 920
## 402.834485 103.814247 4515.795212 -2355.788427 -1245.494162
## 921 922 923 924 925
## 11617.493065 -475.144336 3353.474509 -1339.062069 -1446.651195
## 926 927 928 929 930
## -1802.385525 18.061428 74.813787 7167.937075 -2682.336620
## 931 932 933 934 935
## -1158.362513 10199.880674 1787.482899 3717.046555 -1670.841880
## 936 937 938 939 940
## -1316.801336 -2231.874721 792.786172 -635.490424 10368.161268
## 941 942 943 944 945
## 353.035096 22953.618112 3108.198977 376.611658 -1335.280265
## 946 947 948 949 950
## -1621.706759 501.151585 -1088.491362 -1633.965052 -1634.199331
## 951 952 953 954 955
## -1414.185189 -2779.153179 -3025.890202 -3062.512931 -2198.575981
## 956 957 958 959 960
## -2476.329066 1410.963338 3823.381177 -2777.185062 -2525.179470
## 961 962 963 964 965
## -2664.608785 -2105.948662 -669.035372 -2964.258478 -1411.687801
## 966 967 968 969 970
## -355.742013 -649.397597 657.791469 547.144520 -2458.903198
## 971 972 973 974 975
## -946.092476 -2055.272961 -2393.681711 -2439.426945 -2972.177500
## 976 977 978 979 980
## -173.613995 -132.118832 -2445.470668 -1918.991025 -874.319336
## 981 982 983 984 985
## -634.127116 -1799.751406 -1768.906818 -2323.164839 -1853.613708
## 986 987 988 989 990
## -584.105277 -2433.691592 -2066.459649 -2829.907791 -370.113112
## 991 992 993 994 995
## -437.696372 -2669.993960 -2570.731683 -2061.123713 -374.081738
## 996 997 998 999 1000
## -2160.884778 -2277.777430 -2920.615911 -1051.827953 -2426.028354
## 1001 1002 1003 1004 1005
## 4023.508493 5125.062068 -978.275040 -1773.894742 -1511.069376
## 1006 1007 1008 1009 1010
## -1201.683691 -1558.744689 -1285.608538 -322.757672 -1066.224584
## 1011 1012 1013 1014 1015
## 1559.346906 1538.226196 6587.721655 6631.763147 -410.939456
## 1016 1017 1018 1019 1020
## -1265.797363 1694.628745 -1391.603868 -1286.742256 1557.071416
## 1021 1022 1023 1024 1025
## 1674.896549 -805.227063 -765.267444 5616.496076 5681.154610
## 1026 1027 1028 1029 1030
## 5536.682438 -680.308141 -1286.492226 671.746306 1587.016977
## 1031 1032 1033 1034 1035
## -1400.597436 622.080430 1234.317644 -1840.878901 -1666.158124
## 1036 1037 1038 1039 1040
## -1486.873884 -1378.857973 6692.107419 -489.854049 -798.526002
## 1041 1042 1043 1044 1045
## -755.182459 -693.436414 -631.133009 7614.806854 -1691.435725
## 1046 1047 1048 1049 1050
## -1361.331409 -1501.779728 -1500.887221 -1834.158095 -1941.512352
## 1051 1052 1053 1054 1055
## -915.659502 -2029.480867 -838.004143 -1944.134786 -1757.291932
## 1056 1057 1058 1059 1060
## -1479.100221 -1678.184545 -1628.426985 -1748.841944 -1688.239666
## 1061 1062 1063 1064 1065
## -1573.774070 -1603.421346 -2012.548078 -2057.221194 -1019.166043
## 1066 1067 1068 1069 1070
## -312.803410 -814.668957 -458.726853 -1906.603693 587.982021
## 1071 1072 1073 1074 1075
## -1566.561289 -1497.748518 224.531810 -980.486805 5167.918524
## 1076 1077 1078 1079 1080
## 2622.006532 737.397943 2658.095958 -280.863007 -1219.572295
## 1081 1082 1083 1084 1085
## -1914.589246 -1655.480371 -906.322957 -1908.359417 -1865.117627
## 1086 1087 1088 1089 1090
## -1703.818990 -280.141283 -436.148621 2661.898821 -368.119862
## 1091 1092 1093 1094 1095
## -1873.107736 1496.502462 -1905.691785 -1558.943259 -1468.679921
## 1096 1097 1098 1099 1100
## 123.792727 1591.265164 4558.246135 2624.454936 -1283.436809
## 1101 1102 1103 1104 1105
## -1088.542013 -29.891709 -1645.331715 -1129.464791 -410.001771
## 1106 1107 1108 1109 1110
## 1028.352647 -1462.414973 -1399.958375 -1001.405581 -1488.643433
## 1111 1112 1113 1114 1115
## -1274.711606 -1020.287055 -1795.005704 -1780.234115 -721.800964
## 1116 1117 1118 1119 1120
## -1132.241831 -989.485241 -756.831936 -1381.990018 -872.850170
## 1121 1122 1123 1124 1125
## -1264.136068 -1503.231473 1249.225464 -663.506443 -715.458423
## 1126 1127 1128 1129 1130
## -1410.821545 81.037665 -1365.713081 -606.694056 -957.146930
## 1131 1132 1133 1134 1135
## -559.175247 3268.448595 -320.404888 151.744568 -904.180538
## 1136 1137 1138 1139 1140
## -1770.420289 -850.132048 323.422631 -590.919503 1578.310726
## 1141 1142 1143 1144 1145
## -539.759673 1021.986466 -858.907952 -945.708940 3359.287746
## 1146 1147 1148 1149 1150
## -319.866676 4864.430065 3095.501776 1487.885884 -612.657170
## 1151 1152 1153 1154 1155
## -392.240856 -158.135004 -1573.700589 601.036335 3652.329614
## 1156 1157 1158 1159 1160
## -133.041273 -370.373286 -1586.158902 -1444.383146 -1519.121757
## 1161 1162 1163 1164 1165
## 917.529456 3459.716397 1710.627832 5532.238411 -551.180849
## 1166 1167 1168 1169 1170
## 6428.475361 2791.347165 112.754571 460.980067 -134.631678
## 1171 1172 1173 1174 1175
## -1007.534177 -450.805054 -869.559041 2566.705372 4755.519801
## 1176 1177 1178 1179 1180
## -944.222236 -1261.408370 -1086.093971 366.595648 150.203474
## 1181 1182 1183 1184 1185
## -1114.675315 -1179.183803 -1449.005879 3638.048477 1023.988286
## 1186 1187 1188 1189 1190
## -690.292405 -507.612948 -1369.900011 -592.114719 -1102.200216
## 1191 1192 1193 1194 1195
## -339.143815 6230.448531 595.604973 -323.817828 -655.429157
## 1196 1197 1198 1199 1200
## -1174.505738 -580.063667 -1325.187746 -1259.428722 -1218.697903
## 1201 1202 1203 1204 1205
## -2161.011896 -2463.469827 -1469.243470 2613.883728 -1934.244018
## 1206 1207 1208 1209 1210
## -1993.453247 -716.572937 -2100.998307 -2283.065065 -2771.410320
## 1211 1212 1213 1214 1215
## -1093.652240 -592.010664 3640.363801 -1420.110467 -789.851820
## 1216 1217 1218 1219 1220
## -1953.745337 -2477.230906 -1919.297925 -1627.053350 -1860.811245
## 1221 1222 1223 1224 1225
## -2283.647809 -2478.825732 -2445.962589 -1362.728037 620.876325
## 1226 1227 1228 1229 1230
## 1299.186173 1510.484992 1216.789705 1396.882722 -1141.493796
## 1231 1232 1233 1234 1235
## -973.740576 1083.472627 -1780.830489 -1930.813897 -396.819849
## 1236 1237 1238 1239 1240
## -1915.184583 -1728.364423 -444.590173 3027.333703 600.158817
## 1241 1242 1243 1244 1245
## 1601.619718 -445.008098 -2113.934181 -1435.598375 -1377.024901
## 1246 1247 1248 1249 1250
## -1364.755254 756.755899 626.376805 -876.032151 718.577931
## 1251 1252 1253 1254 1255
## 1356.923638 262.568726 786.020896 -943.903437 -984.229173
## 1256 1257 1258 1259 1260
## 589.467469 688.303840 1051.826531 1224.726011 -1158.692729
## 1261 1262 1263 1264 1265
## -997.256328 509.749553 359.146559 -921.942136 -104.840604
## 1266 1267 1268 1269 1270
## 19.378524 251.811631 3457.209748 -359.921252 207.479460
## 1271 1272 1273 1274 1275
## 7455.435567 -916.080112 -1111.660765 316.624158 -710.657671
## 1276 1277 1278 1279 1280
## 6599.799127 -970.643690 -138.066033 -475.775762 -629.209433
## 1281 1282 1283 1284 1285
## -78.237356 2273.768334 -14.902274 -81.172140 6525.251985
## 1286 1287 1288 1289 1290
## -997.453905 1942.518265 4132.815551 -1297.798573 -1203.155193
## 1291 1292 1293 1294 1295
## -1397.077796 1913.127200 4181.968364 3207.762035 -1605.327449
## 1296 1297 1298 1299 1300
## 2806.701052 3055.875430 -1651.736057 2176.935874 -1193.630652
## 1301 1302 1303 1304 1305
## -2661.594830 -2185.325593 -872.380502 -818.929344 -1364.431609
## 1306 1307 1308 1309 1310
## 6576.331883 10380.683009 7587.843398 -1648.721294 -353.443037
## 1311 1312 1313 1314 1315
## 4577.220664 -2035.897621 -2392.833512 -2801.857205 -2659.527839
## 1316 1317 1318 1319 1320
## -2606.671373 -2808.235438 -2190.044280 -2812.416090 -2406.154395
## 1321 1322 1323 1324 1325
## -2375.903892 -1793.314628 -2086.501967 1837.645512 -2276.400892
## 1326 1327 1328 1329 1330
## -2236.512944 -1712.632525 3202.263633 523.058379 320.175648
## 1331 1332 1333 1334 1335
## -1362.733119 -2193.940887 -1147.366095 7015.177082 1575.880190
## 1336 1337 1338 1339 1340
## 2636.761971 4282.525755 5168.744400 2573.644338 4059.805050
## 1341 1342 1343 1344 1345
## -1821.746086 -2008.599299 5621.778608 -4104.650992 2186.224755
## 1346 1347 1348 1349 1350
## -1456.083271 657.414877 824.998022 -2544.857248 3254.055757
## 1351 1352 1353 1354 1355
## -2337.620267 1878.167119 -1866.498168 -3424.514960 -1545.359881
## 1356 1357 1358 1359 1360
## -1757.965365 -1804.037286 -2213.815948 -1548.928219 -1886.279004
## 1361 1362 1363 1364 1365
## -1965.309665 3055.463017 -2912.147964 -2600.950251 -2153.374129
## 1366 1367 1368 1369 1370
## -2266.775806 -2038.631958 -2202.196588 -2308.834318 803.128488
## 1371 1372 1373 1374 1375
## 5109.040356 809.697359 3638.547540 -1549.320374 -2194.531704
## 1376 1377 1378 1379 1380
## -2659.802060 -2686.782582 -1610.616484 5901.362012 407.595156
## 1381 1382 1383 1384 1385
## 944.195815 3211.177773 -2488.293957 -1901.227392 723.606486
## 1386 1387 1388 1389 1390
## -1907.785458 5154.093278 629.615387 245.994037 1351.207816
## 1391 1392 1393 1394 1395
## 2852.520430 -1921.700259 -1564.701071 -2863.653624 -1471.745945
## 1396 1397 1398 1399 1400
## 7180.499461 -2465.336180 983.174988 6246.741639 -129.616413
## 1401 1402 1403 1404 1405
## 3637.659538 -1216.327230 -1129.337494 -565.691396 -804.148223
## 1406 1407 1408 1409 1410
## 1969.339244 573.641193 -1003.710402 -1860.513495 -714.771751
## 1411 1412 1413 1414 1415
## 7100.524854 1818.113900 1099.012818 -459.865170 -1094.804709
## 1416 1417 1418 1419 1420
## -1300.648758 -1693.704314 6044.283676 3745.090646 -651.008403
## 1421 1422 1423 1424 1425
## 3126.138827 -586.614880 8366.690113 -1600.459303 -1742.107250
## 1426 1427 1428 1429 1430
## 1804.121121 2011.561814 2357.221181 2332.422549 -1124.607919
## 1431 1432 1433 1434 1435
## -1446.701578 -1496.722726 -1287.391814 -489.628830 6758.176578
## 1436 1437 1438 1439 1440
## -1630.411262 -656.175440 2211.880118 3737.323873 -1654.405192
## 1441 1442 1443 1444 1445
## -1899.525217 -1557.998917 -1570.326793 -1549.670976 7901.981420
## 1446 1447 1448 1449 1450
## -1080.710653 -1166.295831 -1124.890069 3969.114535 700.544693
## 1451 1452 1453 1454 1455
## 2731.698679 1346.773226 1989.536646 -2533.680133 -1435.692773
## 1456 1457 1458 1459 1460
## -1144.670694 -1409.020888 -1159.147176 -2612.212688 -2837.382361
## 1461 1462 1463 1464 1465
## -2647.728009 -1649.057560 -2530.714799 5671.571725 -567.597897
## 1466 1467 1468 1469 1470
## 4161.064046 -1225.692532 -1956.186321 -70.816738 1089.409391
## 1471 1472 1473 1474 1475
## 3240.413201 -1363.778565 4009.691137 -1569.526947 -2635.366681
## 1476 1477 1478 1479 1480
## -174.157372 304.015824 3498.007889 -1817.722772 -1115.658427
## 1481 1482 1483 1484 1485
## -2185.510158 -1253.033473 -1502.253623 -1178.881667 -2173.642338
## 1486 1487 1488 1489 1490
## -2395.636316 -2240.887915 -2614.309812 -2311.527870 1374.367751
## 1491 1492 1493 1494 1495
## -913.915369 -718.754694 64.574209 335.672454 -2542.369547
## 1496 1497 1498 1499 1500
## -2372.276368 -2543.960793 -2364.433795 -802.256076 -2353.001723
## 1501 1502 1503 1504 1505
## -854.273516 327.095539 4143.842583 -44.377262 -689.414565
## 1506 1507 1508 1509 1510
## 34.807417 103.530569 -204.420299 -914.055386 -1164.450014
## 1511 1512 1513 1514 1515
## -1158.476468 -136.152253 155.547998 -102.567795 -97.586868
## 1516 1517 1518 1519 1520
## 1210.392795 905.047378 546.458819 1581.279601 -776.557461
## 1521 1522 1523 1524 1525
## -783.854225 -1270.069270 -847.448710 -1331.334487 579.306498
## 1526 1527 1528 1529 1530
## -1368.327405 199.923050 3860.819923 -99.796414 -300.356515
## 1531 1532 1533 1534 1535
## 176.349262 1736.970295 -674.835377 -896.199278 -1161.997364
## 1536 1537 1538 1539 1540
## -1065.893807 522.838498 840.489338 1280.298337 1757.019228
## 1541 1542 1543 1544 1545
## -890.834459 -1082.657001 -451.950513 -1204.822935 813.737700
## 1546 1547 1548 1549 1550
## 339.360577 3426.744212 153.349499 -514.103883 -644.885285
## 1551 1552 1553 1554 1555
## -680.733455 -991.798445 -1055.076468 -1078.393073 1032.713348
## 1556 1557 1558 1559 1560
## -618.688998 431.909355 -865.099343 -564.473539 -840.203056
## 1561 1562 1563 1564 1565
## -1305.499497 -1165.807460 -1325.043991 -873.344143 228.968804
## 1566 1567 1568 1569 1570
## 3713.134261 24.599997 -262.243303 130.832435 1591.725740
## 1571 1572 1573 1574 1575
## -712.887671 -877.094534 -1273.391830 -1140.255797 -1041.657345
## 1576 1577 1578 1579 1580
## 509.120604 899.318353 1333.891220 870.385194 1680.124274
## 1581 1582 1583 1584 1585
## -1028.957427 452.950029 -1081.144671 -460.239100 -1095.541147
## 1586 1587 1588 1589 1590
## 714.310032 -876.587491 233.028545 28.813357 189.580708
## 1591 1592 1593 1594 1595
## -1121.149685 -1020.252441 -1232.255704 455.744950 -553.475310
## 1596 1597 1598 1599 1600
## 3393.480473 3269.840802 1755.301798 -819.350345 -942.639309
## 1601 1602 1603 1604 1605
## -1066.047431 -809.456448 -1126.654131 511.512549 616.823237
## 1606 1607 1608 1609 1610
## -818.434851 -928.517958 -725.814703 -406.206966 578.734905
## 1611 1612 1613 1614 1615
## -820.728844 -588.744116 -892.964675 -601.117176 1703.939713
## 1616 1617 1618 1619 1620
## -688.795253 -497.072559 -157.249302 -863.970614 -145.205531
## 1621 1622 1623 1624 1625
## 930.214145 -477.081985 -653.602783 -1043.447608 -234.602777
## 1626 1627 1628 1629 1630
## 3770.880431 -372.779307 3426.850042 -852.052844 -482.344875
## 1631 1632 1633 1634 1635
## -447.781314 1096.309112 -805.001700 989.488280 209.456953
## 1636 1637 1638 1639 1640
## -55.823901 1307.960590 -451.390702 -330.069823 2608.917096
## 1641 1642 1643 1644 1645
## -1013.235647 -896.183945 -988.756429 -677.008879 762.740968
## 1646 1647 1648 1649 1650
## 653.120300 -114.707155 -951.479645 418.570148 3677.967270
## 1651 1652 1653 1654 1655
## -481.995783 -60.503587 -938.421203 2770.703197 2935.265505
## 1656 1657 1658 1659 1660
## 114.918849 949.343753 1000.998064 -378.064755 323.682265
## 1661 1662 1663 1664 1665
## -834.219764 961.143753 -698.949557 181.924802 301.817167
## 1666 1667 1668 1669 1670
## 2669.539079 -2.028284 -393.368540 928.127335 2173.612863
## 1671 1672 1673 1674 1675
## -618.882291 -945.919769 2135.939782 -1284.904866 262.220117
## 1676 1677 1678 1679 1680
## 35.932273 -928.415803 -1014.000906 -950.025333 -778.773366
## 1681 1682 1683 1684 1685
## -1111.867768 211.197234 2494.858426 39.869224 -1116.668941
## 1686 1687 1688 1689 1690
## -733.107331 -857.192458 571.271269 -813.961492 -736.271737
## 1691 1692 1693 1694 1695
## -823.272879 -476.872296 -646.865783 -123.630502 -657.082869
## 1696 1697 1698 1699 1700
## -922.063549 -621.186488 -808.132145 -876.618476 -708.250298
## 1701 1702 1703 1704 1705
## 170.281815 -1222.987129 -1509.591076 -1165.651957 2710.196573
## 1706 1707 1708 1709 1710
## 1797.872428 1376.135843 -657.802706 -306.705262 -27.978616
## 1711 1712 1713 1714 1715
## -891.901475 -1410.528580 -1715.541625 -1555.239756 -891.638827
## 1716 1717 1718 1719 1720
## -1463.837760 -1118.810661 1782.544598 -980.142323 1200.986290
## 1721 1722 1723 1724 1725
## -1422.580476 -1409.120945 148.214312 -1591.901347 61.844554
## 1726 1727 1728 1729 1730
## -792.801809 -1516.800115 -1311.535454 -1439.303012 -624.491592
## 1731 1732 1733 1734 1735
## -1241.608135 -1350.085290 -1438.802604 -1787.260844 -1773.198469
## 1736 1737 1738 1739 1740
## -1361.821805 -428.470259 -1726.260421 83.948256 -1903.237130
## 1741 1742 1743 1744 1745
## 232.042825 -648.411330 182.544890 -1138.951913 -1294.052855
## 1746 1747 1748 1749 1750
## -1689.717513 -1250.438834 -1316.475099 -1077.718605 3603.906341
## 1751 1752 1753 1754 1755
## 4320.591162 -976.313625 3500.553776 3140.706095 -225.795789
## 1756 1757 1758 1759 1760
## -1430.493731 -1598.269753 355.801632 495.555130 304.433993
## 1761 1762 1763 1764 1765
## 294.850970 2350.223557 6932.154074 -1434.486313 -955.471071
## 1766 1767 1768 1769 1770
## -1512.996253 -1480.889471 464.778169 954.299126 -1043.839530
## 1771 1772 1773 1774 1775
## -307.296283 -47.875473 -668.693680 142.165778 1292.518180
## 1776 1777 1778 1779 1780
## 1691.166392 1029.644150 -95.857397 4735.636494 4441.752775
## 1781 1782 1783 1784 1785
## 251.879434 2377.576404 4131.189968 -1548.792604 -1643.800476
## 1786 1787 1788 1789 1790
## -1762.490177 234.886912 305.279490 -366.726129 1077.113416
## 1791 1792 1793 1794 1795
## 6609.117448 -1127.065008 416.781420 -1344.540856 -1684.253077
## 1796 1797 1798 1799 1800
## 638.244002 -1133.735720 219.868929 3832.858592 -1049.060169
## 1801 1802 1803 1804 1805
## 176.166041 -1353.525359 -1569.603046 -1819.405294 -1607.066340
## 1806 1807 1808 1809 1810
## -1442.268095 26414.357852 -2227.095501 3156.207687 -1540.849120
## 1811 1812 1813 1814 1815
## -1035.047922 -953.488553 1203.657941 -1625.391327 -901.429920
## 1816 1817 1818 1819 1820
## -830.116846 -1858.856648 -1315.561884 -1580.466145 -1456.980718
## 1821 1822 1823 1824 1825
## -787.731256 -1971.509275 -1639.138930 -2085.071359 -1520.067360
## 1826 1827 1828 1829 1830
## 456.019855 -1951.675935 -306.265385 -1941.478694 -2270.306279
## 1831 1832 1833 1834 1835
## 4070.915106 3565.089334 -820.589955 -1782.917640 -1301.145386
## 1836 1837 1838 1839 1840
## -1483.954526 -1628.541486 -1058.400173 -1964.596191 -1452.266575
## 1841 1842 1843 1844 1845
## 149.582267 1110.363778 1839.203482 -931.677838 156.542493
## 1846 1847 1848 1849 1850
## 549.143574 6593.973057 -1968.700118 -598.480795 1549.498448
## 1851 1852 1853 1854 1855
## -2188.941634 -1410.099823 -486.925104 1054.825093 -1962.445694
## 1856 1857 1858 1859 1860
## -766.694307 1517.539023 1272.389623 1136.729772 -550.637860
## 1861 1862 1863 1864 1865
## 3388.502172 -575.955203 -633.027900 3738.006978 4313.068372
## 1866 1867 1868 1869 1870
## 3040.773500 2369.414446 4137.632385 -1780.895891 -1847.030162
## 1871 1872 1873 1874 1875
## -545.292170 2765.486073 -873.125879 472.033467 1595.315490
## 1876 1877 1878 1879 1880
## 1329.333535 7459.983561 -1841.959868 2115.755771 -2115.616050
## 1881 1882 1883 1884 1885
## -130.725652 -1807.700889 -342.582903 1436.106425 -2349.670121
## 1886 1887 1888 1889 1890
## -2120.023327 -2114.509398 -2164.123335 -832.439188 -2134.109706
## 1891 1892 1893 1894 1895
## -2045.560344 -2304.947315 3213.499129 -1041.205778 -719.561370
## 1896 1897 1898 1899 1900
## -1155.131603 -1348.140300 -2028.558997 -2033.001142 -514.808945
## 1901 1902 1903 1904 1905
## 768.553351 1272.646935 1253.486535 344.198517 931.795664
## 1906 1907 1908 1909 1910
## 2551.701861 7661.958788 -223.542783 -166.491255 -911.894478
## 1911 1912 1913 1914 1915
## -435.531875 1384.037465 -371.848066 416.977181 1092.525206
## 1916 1917 1918 1919 1920
## -1088.726284 -822.027554 -444.349730 630.824382 -820.732714
## 1921 1922 1923 1924 1925
## -777.954277 -1337.816826 -703.152054 2794.034157 286.166928
## 1926 1927 1928 1929 1930
## -172.500893 -24.100179 -1264.666245 -1216.077218 -836.382212
## 1931 1932 1933 1934 1935
## -390.743466 -481.566386 -341.180174 1485.873878 -246.528004
## 1936 1937 1938 1939 1940
## -813.441488 -584.345197 -873.813315 -1146.265503 -640.456841
## 1941 1942 1943 1944 1945
## -1176.900597 280.112677 -970.520073 1601.896360 -1088.711594
## 1946 1947 1948 1949 1950
## 762.924331 2562.450164 -98.481178 -1080.783860 -1140.423571
## 1951 1952 1953 1954 1955
## 2634.281641 1138.007369 -178.259434 -764.601089 -650.138194
## 1956 1957 1958 1959 1960
## -760.201431 -204.180146 -893.359512 -707.556325 -1352.111833
## 1961 1962 1963 1964 1965
## -1419.995933 -407.183042 1439.516941 -441.839455 -552.565641
## 1966 1967 1968 1969 1970
## -921.864647 -786.012627 -906.256324 4789.374268 -205.505435
## 1971 1972 1973 1974 1975
## -785.101799 -1218.915914 -696.588311 150.342076 721.014267
## 1976 1977 1978 1979 1980
## 1369.080636 342.373903 149.047764 739.042409 -58.484971
## 1981 1982 1983 1984 1985
## 518.749059 -773.488689 -521.628489 -1256.790472 -163.102759
## 1986 1987 1988 1989 1990
## -374.758941 719.368311 -1107.126640 -673.034313 -663.759741
## 1991 1992 1993 1994 1995
## -906.344966 124.231099 -356.667006 -663.830109 -943.925933
## 1996 1997 1998 1999 2000
## -765.028997 3673.892678 -219.779677 -362.368752 -236.173363
## 2001 2002 2003 2004 2005
## -884.522758 -1518.546729 -1316.646375 -599.991737 3218.378901
## 2006 2007 2008 2009 2010
## -417.639624 2331.474882 -642.407472 -594.354038 -804.087209
## 2011 2012 2013 2014 2015
## -1284.270270 -1452.855184 -1245.710288 -792.785467 89.782586
## 2016 2017 2018 2019 2020
## -1295.694888 -960.339459 -1050.439307 -1248.135384 -1241.114231
## 2021 2022 2023 2024 2025
## -1285.359926 -466.796955 -1140.907912 -946.829674 -937.626580
## 2026 2027 2028 2029 2030
## -1275.476828 -1453.295948 -281.629303 -1362.430641 -1568.768331
## 2031 2032 2033 2034 2035
## -1038.613066 354.089036 2472.695051 -951.887157 -1088.228977
## 2036 2037 2038 2039 2040
## -52.964300 -1465.771614 -1143.022929 -931.518359 -1119.487231
## 2041 2042 2043 2044 2045
## 4933.291675 -205.001984 3290.230558 -770.748037 -989.540941
## 2046 2047 2048 2049 2050
## -1300.849494 -72.058493 -220.261730 1325.721598 2132.369556
## 2051 2052 2053 2054 2055
## -999.819557 -983.074759 384.294760 -1174.302535 67.009862
## 2056 2057 2058 2059 2060
## 1189.939326 -1166.704724 -1491.304970 -1244.084264 -1193.517098
## 2061 2062 2063 2064 2065
## -499.834474 5.908119 -975.317083 -907.716022 -363.322295
## 2066 2067 2068 2069 2070
## -602.644779 -61.499086 -980.060194 -582.103787 1667.905851
## 2071 2072 2073 2074 2075
## -1240.956729 -1327.913217 -1348.838947 -1234.188637 -942.960509
## 2076 2077 2078 2079 2080
## -1336.972376 2367.678918 -572.165181 -1270.455568 758.840496
## 2081 2082 2083 2084 2085
## 1155.241948 -182.904960 -1383.460573 555.814363 2286.791877
## 2086 2087 2088 2089 2090
## 50.129675 -1542.033270 727.633701 -761.199010 -1409.441601
## 2091 2092 2093 2094 2095
## 2.354530 4567.468598 4444.770315 3950.347177 -584.029124
## 2096 2097 2098 2099 2100
## 5655.476955 5791.219311 5221.443609 4350.359287 2432.779639
## 2101 2102 2103 2104 2105
## -1796.390113 2056.961916 1923.568351 -1762.951490 830.218366
## 2106 2107 2108 2109 2110
## -1252.766933 -1523.821443 -88.169858 889.211541 4377.441631
## 2111 2112 2113 2114 2115
## 193.828741 1511.725767 -1974.937397 -689.870422 -2444.096244
## 2116 2117 2118 2119 2120
## -257.773571 -1096.097445 -2216.422465 -1329.385407 1229.521881
## 2121 2122 2123 2124 2125
## -901.177669 -2144.942288 -368.604280 4614.639308 -1325.524762
## 2126 2127 2128 2129 2130
## 1186.150403 805.152970 809.062494 -1103.185310 -340.138307
## 2131 2132 2133 2134 2135
## -703.952073 -1870.456229 -1.241695 -611.506808 -1868.148396
## 2136 2137 2138 2139 2140
## -2040.529951 5857.243774 1552.397185 1634.157656 7178.273405
## 2141 2142 2143 2144 2145
## -1481.834255 -1045.614454 -1890.473500 -442.548378 4308.244470
## 2146 2147 2148 2149 2150
## 2013.035730 -1461.176703 67.697470 -2317.484937 -42.458368
## 2151 2152 2153 2154 2155
## 1911.708436 -2356.345781 -2585.471278 -1547.945861 683.250507
## 2156 2157 2158 2159 2160
## -491.727637 -1765.086504 -1145.665379 -1752.561937 1435.787390
## 2161 2162 2163 2164 2165
## 1176.334279 1232.934254 -2070.095678 -2088.633394 1049.569538
## 2166 2167 2168 2169 2170
## 493.983913 614.432944 1258.918173 1430.338742 -2788.536600
## 2171 2172 2173 2174 2175
## -92.499872 -772.121759 5844.934871 1478.256067 -2098.668811
## 2176 2177 2178 2179 2180
## -335.514805 1027.236744 -1234.430881 -408.297436 -2014.177880
## 2181 2182 2183 2184 2185
## 599.153678 4424.665269 -902.169016 -926.794196 1920.434032
## 2186 2187 2188 2189 2190
## 1205.127104 1212.705129 -1759.298038 -338.818648 -1608.306381
## 2191 2192 2193 2194 2195
## 765.414373 -1688.105912 3841.662259 -535.948303 3101.128661
## 2196 2197 2198 2199 2200
## -1915.025568 -2258.770154 -1763.728177 -1302.661378 -805.421006
##
## $Humidity
## 1 2 3 4 5
## 2.105540e+03 -1.064255e+03 2.326570e+03 8.236505e+02 1.148290e+05
## 6 7 8 9 10
## -4.441029e+02 3.048040e+03 2.225044e+03 6.170645e+03 6.821750e+03
## 11 12 13 14 15
## 3.698808e+03 3.217975e+02 3.299654e+02 -1.856840e+03 -2.825023e+03
## 16 17 18 19 20
## -5.457730e+03 -4.048431e+03 -5.235771e+03 -1.552762e+03 -1.892945e+03
## 21 22 23 24 25
## -4.006443e+03 -2.359932e+03 1.390428e+03 -2.024867e+03 -2.560191e+03
## 26 27 28 29 30
## 4.777018e+02 -2.625714e+03 -5.057637e+03 -2.810376e+03 -4.788705e+03
## 31 32 33 34 35
## -1.400384e+03 -1.956173e+03 -2.834235e+03 -2.247304e+03 -1.337872e+03
## 36 37 38 39 40
## -1.193443e+03 -4.518136e+03 -3.445347e+03 -3.584554e+03 -2.844840e+03
## 41 42 43 44 45
## -3.699668e+03 5.659231e+02 2.144275e+02 -1.408473e+02 -2.271301e+03
## 46 47 48 49 50
## -3.520929e+03 1.327037e+03 -5.948527e+02 -3.493223e+03 -9.989325e+02
## 51 52 53 54 55
## 2.442513e+03 1.552835e+02 -3.539480e+03 -4.416438e+03 -4.201241e+02
## 56 57 58 59 60
## -1.548014e+02 1.625464e+03 -3.280600e+03 -4.310503e+03 -5.120312e+03
## 61 62 63 64 65
## -2.851784e+03 -1.841133e+03 8.362266e+02 -4.179838e+03 -2.898989e+03
## 66 67 68 69 70
## -3.676242e+03 -5.153562e+03 -3.719053e+03 -1.987653e+03 -4.441031e+03
## 71 72 73 74 75
## -1.381518e+03 1.072265e+03 -3.562391e+03 -3.499116e+03 -1.110717e+03
## 76 77 78 79 80
## -1.094554e+03 -3.245125e+03 -8.107745e+02 -2.871446e+03 -8.948491e+02
## 81 82 83 84 85
## -1.822446e+03 -2.738301e+03 -4.052223e+03 -1.332792e+03 -1.008511e+03
## 86 87 88 89 90
## 1.562558e+04 1.695970e+04 1.519102e+04 -4.016584e+03 -2.313056e+03
## 91 92 93 94 95
## -3.656062e+03 -1.987032e+03 -4.901153e+03 -1.526106e+03 -2.317780e+03
## 96 97 98 99 100
## 9.908575e+02 -1.374036e+03 -2.122459e+03 -2.388196e+03 -2.862719e+03
## 101 102 103 104 105
## 2.480017e+02 -1.706342e+03 -1.431768e+03 -1.390331e+03 1.095651e+03
## 106 107 108 109 110
## -4.319018e+01 1.059003e+03 4.047684e+02 3.773853e+03 5.775850e+02
## 111 112 113 114 115
## -1.124093e+03 1.241822e+03 -1.416660e+03 -1.174255e+03 -9.475970e+02
## 116 117 118 119 120
## 1.314275e+03 -1.004988e+03 6.226197e+01 6.293191e+02 8.161324e+02
## 121 122 123 124 125
## -1.157059e+03 1.489584e+03 -1.719532e+03 -7.896278e+02 2.417675e+03
## 126 127 128 129 130
## 2.088639e+03 -3.108962e+02 -1.004847e+03 -4.386657e+02 -5.470045e+02
## 131 132 133 134 135
## -4.899750e+02 -7.413911e+02 -1.299855e+03 -1.211144e+03 -1.095753e+03
## 136 137 138 139 140
## 1.166463e+03 -1.139671e+03 6.671400e+02 -1.130371e+03 4.065248e+02
## 141 142 143 144 145
## 5.802551e+02 -1.109556e+03 1.480640e+03 -1.022584e+03 3.665447e+02
## 146 147 148 149 150
## -9.978011e+02 5.380860e+02 9.618470e+02 -9.240553e+02 2.632516e+03
## 151 152 153 154 155
## -1.339649e+03 -1.543756e+03 -1.407051e+03 -1.143979e+02 1.922784e+02
## 156 157 158 159 160
## -2.963644e+02 2.888498e+03 1.161398e+03 -7.762947e+02 4.601317e+02
## 161 162 163 164 165
## 4.991221e+02 -1.073400e+03 -9.980764e+02 2.838697e+03 2.912788e+03
## 166 167 168 169 170
## 3.144751e+03 2.949191e+03 1.222847e+03 1.542831e+03 -5.484004e+02
## 171 172 173 174 175
## -1.706980e+03 -1.428842e+03 -1.000127e+03 4.220095e+02 1.130974e+03
## 176 177 178 179 180
## -6.486604e+02 -9.994048e+02 -6.320321e+02 3.751450e+03 4.681475e+02
## 181 182 183 184 185
## -3.810487e+02 -1.659208e+03 1.846623e+03 -1.326538e+03 -9.508875e+02
## 186 187 188 189 190
## -1.802754e+03 -1.702856e+03 -7.435206e+02 5.541483e+02 -1.830016e+03
## 191 192 193 194 195
## -1.403085e+03 -1.704896e+03 -2.065161e+03 -3.494079e+02 2.462538e+02
## 196 197 198 199 200
## -8.592323e+02 -9.918932e+02 3.550115e+03 -8.853693e+02 2.737479e+03
## 201 202 203 204 205
## 3.563786e+02 4.954772e+02 3.253133e+02 -1.949819e+03 -4.596911e+02
## 206 207 208 209 210
## 3.250395e+02 5.443868e+03 1.654990e+03 2.670274e+03 -8.883559e+02
## 211 212 213 214 215
## -1.287282e+03 -1.282486e+03 -1.544524e+03 -1.944394e+03 -2.143237e+03
## 216 217 218 219 220
## -1.587343e+03 2.764528e+03 -2.127120e+03 -2.190170e+03 -7.814534e+02
## 221 222 223 224 225
## 1.398258e+03 1.964117e+02 -1.464782e+03 -3.760225e+02 -1.398585e+03
## 226 227 228 229 230
## 1.728549e+03 -1.999130e+03 -1.453097e+03 -7.609665e+02 5.744556e+02
## 231 232 233 234 235
## -8.787249e+01 -2.083785e+03 -1.876677e+03 -8.612412e+02 -1.205506e+03
## 236 237 238 239 240
## 9.374532e+02 -1.459906e+03 -3.985796e+02 -6.027031e+02 -1.193394e+03
## 241 242 243 244 245
## 1.812227e+03 -1.877779e+03 -1.803189e+03 -1.737465e+03 -1.088332e+03
## 246 247 248 249 250
## -1.286370e+03 -2.099729e+03 5.277639e+03 -4.916789e+02 -1.221373e+03
## 251 252 253 254 255
## 3.677772e+03 -1.557454e+03 8.004805e+02 3.327022e+02 6.255792e+03
## 256 257 258 259 260
## 4.547208e+02 -8.288695e+02 5.454905e+02 2.568047e+03 -1.913597e+03
## 261 262 263 264 265
## -1.676741e+03 -1.215252e+03 -1.942207e+03 -1.000479e+03 -1.344993e+03
## 266 267 268 269 270
## -8.484056e+02 5.263912e+03 2.463076e+02 -2.697050e+02 -1.831317e+03
## 271 272 273 274 275
## 2.014334e+03 -1.630281e+03 -1.632374e+03 2.753408e+02 -1.941008e+02
## 276 277 278 279 280
## -6.642274e+02 4.730079e+03 -1.633627e+03 -1.747076e+03 -1.073811e+03
## 281 282 283 284 285
## -5.775936e+02 2.261638e+03 -7.358460e+01 1.840639e+03 -3.599515e+02
## 286 287 288 289 290
## -1.381836e+03 -2.086754e+03 1.833312e+03 -1.924692e+03 -1.390277e+03
## 291 292 293 294 295
## -8.878089e+02 1.277614e+03 6.091815e+03 1.792411e+03 3.562726e+03
## 296 297 298 299 300
## -7.443203e+02 1.120059e+03 7.254835e+03 -1.786444e+03 1.070929e+03
## 301 302 303 304 305
## -2.634554e+03 -5.079453e+02 -9.699889e+02 -9.284313e+02 -5.977878e+02
## 306 307 308 309 310
## 4.631193e+02 -2.696428e+03 -2.229015e+03 -1.808045e+03 -4.572275e+02
## 311 312 313 314 315
## 4.103760e+03 -1.044828e+03 2.690006e+03 -2.554478e+02 -1.298253e+03
## 316 317 318 319 320
## -1.651299e+03 1.071476e+03 -2.348431e+03 -2.497092e+03 2.520314e+03
## 321 322 323 324 325
## 2.670541e+03 5.106293e+03 3.721825e+03 1.223951e+03 1.309582e+03
## 326 327 328 329 330
## -6.007149e+02 1.813546e+03 1.630165e+04 1.575297e+03 -1.616379e+03
## 331 332 333 334 335
## 1.164069e+03 -1.210132e+01 -1.645749e+03 1.468358e+03 3.624338e+03
## 336 337 338 339 340
## -2.363720e+03 -7.385304e+02 -3.138147e+03 -1.562913e+03 -1.385343e+03
## 341 342 343 344 345
## -2.371076e+03 -7.538016e+01 3.074533e+03 -8.566024e+01 -8.612044e+02
## 346 347 348 349 350
## -2.852546e+03 2.846325e+03 -2.138915e+03 -7.671556e+02 -2.532296e+03
## 351 352 353 354 355
## 2.373196e+03 1.713398e+03 2.882650e+03 6.923934e+03 4.084515e+03
## 356 357 358 359 360
## 2.647981e+03 3.144737e+03 -4.264005e+02 2.845993e+03 -2.152677e+03
## 361 362 363 364 365
## 2.762477e+02 -2.252233e+02 -1.515080e+03 -2.158585e+03 -1.729238e+03
## 366 367 368 369 370
## -2.333524e+03 -1.003066e+03 -1.193433e+03 -2.213076e+03 -9.527032e+02
## 371 372 373 374 375
## -2.353858e+03 1.241009e+02 -1.247436e+03 -3.664038e+02 1.199341e+03
## 376 377 378 379 380
## -1.915918e+03 -1.030768e+03 -1.598255e+03 2.817969e+03 -2.101235e+03
## 381 382 383 384 385
## -4.512092e+02 2.590571e+03 -4.880952e+02 9.278713e+02 -1.875670e+03
## 386 387 388 389 390
## -2.618019e+03 5.760470e+02 -1.712406e+03 1.135330e+03 -1.139654e+03
## 391 392 393 394 395
## -1.600508e+03 -8.317938e+02 -2.218171e+03 -1.082584e+03 5.413528e+02
## 396 397 398 399 400
## -1.403396e+03 -1.994845e+03 1.366296e+03 -2.053213e+03 -2.261458e+03
## 401 402 403 404 405
## -2.213773e+03 -4.185348e+03 -4.805127e+03 -1.500008e+03 -4.228326e+03
## 406 407 408 409 410
## -4.638958e+03 3.709899e+03 -3.430346e+03 5.819065e+03 -4.057798e+03
## 411 412 413 414 415
## -8.496820e+02 -2.419688e+03 -3.163822e+03 -1.121201e+03 -2.817893e+03
## 416 417 418 419 420
## -4.154578e+03 -1.526982e+03 -3.351261e+03 -1.333257e+03 -8.191457e+02
## 421 422 423 424 425
## -4.125377e+03 7.400312e+02 -1.677317e+03 -1.057466e+03 -3.329293e+03
## 426 427 428 429 430
## -1.688080e+03 -4.164000e+03 -1.254603e+03 -2.246933e+03 -1.180303e+03
## 431 432 433 434 435
## -1.809843e+03 -2.013504e+03 3.040374e+03 -1.481488e+03 -3.525535e+03
## 436 437 438 439 440
## -2.852368e+03 -3.534216e+03 -1.865753e+03 -3.138664e+03 -8.732237e+02
## 441 442 443 444 445
## -3.176694e+03 -8.452096e+02 -2.775318e+03 -3.448269e+03 1.439938e+04
## 446 447 448 449 450
## 2.397272e+04 -1.982900e+03 1.290587e+04 5.086685e+03 7.009569e+03
## 451 452 453 454 455
## -3.669694e+03 1.613464e+04 -2.972414e+03 -2.236089e+03 2.597760e+02
## 456 457 458 459 460
## 4.732450e+03 4.953421e+03 -3.161012e+03 -4.245688e+03 -3.514507e+03
## 461 462 463 464 465
## 2.724694e+04 -4.476759e+03 -2.390685e+03 1.653275e+04 -2.570079e+03
## 466 467 468 469 470
## -5.982671e+02 -2.605471e+03 1.313222e+03 4.515102e+02 -3.476749e+03
## 471 472 473 474 475
## -1.715624e+03 -2.661932e+03 -2.493633e+03 -1.731007e+03 4.776405e+03
## 476 477 478 479 480
## -2.251094e+02 -2.647138e+03 7.749905e+02 3.340541e+03 -3.509173e+02
## 481 482 483 484 485
## -6.017122e+02 -7.395390e+02 -2.660676e+03 2.246523e+04 -2.835111e+03
## 486 487 488 489 490
## -2.523353e+03 -2.000818e+02 -1.747756e+03 -2.271491e+03 -2.416435e+03
## 491 492 493 494 495
## -3.344158e+03 -6.742894e+02 4.425270e+02 9.136673e+02 -2.511825e+03
## 496 497 498 499 500
## 7.360883e+02 -4.913375e+02 -2.902728e+03 -1.963947e+03 -1.466977e+03
## 501 502 503 504 505
## 2.761417e+03 -1.894282e+03 -1.680668e+03 2.300262e+03 3.694924e+02
## 506 507 508 509 510
## 8.753217e+02 2.627531e+02 -1.318902e+03 -2.172942e+03 -9.425662e+02
## 511 512 513 514 515
## 1.063589e+03 -1.130959e+03 1.245813e+03 1.227952e+03 1.800123e+03
## 516 517 518 519 520
## 3.115805e+02 3.849724e+03 8.874965e+02 3.750007e+02 -1.711651e+03
## 521 522 523 524 525
## 2.559379e+03 8.952314e+02 6.626697e+03 5.630023e+02 1.521793e+00
## 526 527 528 529 530
## 5.623058e+03 -1.337768e+03 -8.189348e+02 -1.115149e+03 -1.712351e+03
## 531 532 533 534 535
## 5.514521e+02 -1.036500e+03 -1.098553e+03 -3.732024e+02 1.427192e+02
## 536 537 538 539 540
## -8.199430e+02 -1.185755e+03 -5.289820e+02 5.876775e+01 5.122254e+02
## 541 542 543 544 545
## 2.394087e+03 -1.194854e+03 2.473680e+03 -8.248965e+02 5.350669e+03
## 546 547 548 549 550
## 4.737411e+02 1.676551e+02 2.944342e+02 3.477633e+02 -1.857620e+03
## 551 552 553 554 555
## -3.464476e+02 -2.155392e+03 -1.418708e+03 -7.933922e+02 -1.102969e+03
## 556 557 558 559 560
## 8.820855e+02 -1.472446e+03 -3.138139e+02 -1.405259e+03 7.025939e+02
## 561 562 563 564 565
## -9.590447e+02 -1.878848e+03 -1.231270e+03 -1.049878e+02 -8.883284e+01
## 566 567 568 569 570
## -1.392594e+03 -1.400744e+03 -1.818499e+03 -1.009134e+03 -1.163234e+03
## 571 572 573 574 575
## -1.692053e+02 -1.985732e+03 2.881790e+03 -1.087733e+02 3.798546e+03
## 576 577 578 579 580
## 5.691419e+03 -6.791562e+01 1.016948e+03 -1.903391e+03 2.723712e+03
## 581 582 583 584 585
## -1.130162e+03 -1.789856e+03 -1.461633e+03 -2.218598e+03 -1.442154e+03
## 586 587 588 589 590
## -1.420728e+03 1.043905e+03 -1.108769e+03 -9.897369e+02 -5.364697e+02
## 591 592 593 594 595
## -1.622172e+03 -1.187627e+03 4.205308e+02 3.789910e+02 1.996849e+02
## 596 597 598 599 600
## -1.069834e+03 -1.002480e+03 3.798636e+01 4.628258e+02 -5.802941e+02
## 601 602 603 604 605
## 5.304498e+03 -2.539849e+02 -5.288795e+02 -4.749907e+02 -2.587357e+02
## 606 607 608 609 610
## -1.342577e+03 -6.446316e+02 -2.234069e+02 -8.055826e+02 -2.576744e+02
## 611 612 613 614 615
## 3.187016e+03 3.408730e+03 5.238556e+02 5.235115e+02 1.208695e+03
## 616 617 618 619 620
## -2.925190e+02 1.707678e+02 3.229860e+02 1.225015e+03 -2.935737e+02
## 621 622 623 624 625
## 1.094320e+03 7.576062e+02 -3.174790e+02 -1.876323e+02 -2.314180e+01
## 626 627 628 629 630
## 1.504825e+03 7.275703e+02 1.034212e+03 -8.723466e+02 5.331975e+02
## 631 632 633 634 635
## 8.292969e+01 -2.498002e+02 5.565223e+01 1.233242e+03 -8.331199e+02
## 636 637 638 639 640
## -1.814164e+03 6.036430e+02 -8.162919e+02 -5.463518e+02 1.063115e+03
## 641 642 643 644 645
## -1.449191e+03 -8.109475e+02 -2.070266e+02 -3.558325e+02 -1.664056e+03
## 646 647 648 649 650
## 4.813119e+02 3.935775e+03 9.317424e+02 5.559260e+02 -1.776066e+03
## 651 652 653 654 655
## -1.268670e+03 -1.949621e+03 -5.140095e+02 -8.257570e+02 -1.150055e+03
## 656 657 658 659 660
## 1.517811e+03 5.409404e+02 5.757987e+02 -1.045249e+03 -1.479565e+03
## 661 662 663 664 665
## -1.780396e+03 4.828507e+02 -1.470986e+02 5.588072e+02 9.522850e+02
## 666 667 668 669 670
## 5.434930e+02 -1.029047e+03 -1.087107e+03 -1.105635e+03 1.130053e+03
## 671 672 673 674 675
## 7.749439e+02 -1.547927e+03 9.994273e+02 2.399363e+03 3.553089e+03
## 676 677 678 679 680
## 8.872591e+01 1.205481e+03 1.234106e+03 5.157638e+03 -1.068874e+03
## 681 682 683 684 685
## -7.061155e+01 -5.714352e+02 -1.566070e+03 -1.597174e+03 -1.878387e+03
## 686 687 688 689 690
## -2.261846e+03 -1.911887e+03 -1.733158e+03 -1.786257e+03 -5.991889e+02
## 691 692 693 694 695
## -1.784209e+03 1.979532e+02 -5.746219e+02 -9.038381e+02 -1.529704e+03
## 696 697 698 699 700
## -2.097342e+03 9.089226e+02 1.570868e+03 -1.484740e+03 7.867830e+02
## 701 702 703 704 705
## 1.143863e+02 -1.068426e+03 -6.893412e+01 -7.994602e+02 -7.247176e+02
## 706 707 708 709 710
## -6.592172e+02 -4.750598e+02 3.722952e+03 -3.881031e+02 1.743676e+03
## 711 712 713 714 715
## -3.273068e+02 -1.673048e+03 -1.241707e+03 -1.302225e+03 -4.650522e+02
## 716 717 718 719 720
## -7.581603e+02 -4.973582e+02 -1.046657e+03 -1.664336e+03 1.353477e+02
## 721 722 723 724 725
## 8.025042e+02 -1.083314e+03 -1.469654e+03 -1.707364e+03 -2.090162e+03
## 726 727 728 729 730
## -1.292703e+03 2.327811e+03 2.973950e+03 -1.240554e+03 1.754293e+03
## 731 732 733 734 735
## 3.167182e+03 -1.226359e+03 -1.013688e+03 7.369053e+03 -1.368874e+02
## 736 737 738 739 740
## -1.481858e+03 -1.291701e+03 -3.579439e+01 3.115757e+03 1.145555e+03
## 741 742 743 744 745
## 1.860481e+03 -2.012297e+03 -3.033861e+02 -1.602029e+03 -1.707791e+03
## 746 747 748 749 750
## -1.617326e+03 -1.782326e+03 2.142583e+03 1.870425e+03 3.216001e+03
## 751 752 753 754 755
## -4.884276e+02 1.791822e+03 9.778726e+02 2.579270e+03 -8.516567e+02
## 756 757 758 759 760
## -1.139833e+03 5.533134e+03 9.979249e+02 -1.020194e+03 1.842901e+02
## 761 762 763 764 765
## 1.979142e+03 -5.073045e+02 -2.177750e+02 -1.128762e+03 -6.225331e+02
## 766 767 768 769 770
## -6.509165e+02 9.167283e-01 1.782792e+02 -2.496244e+03 1.526744e+02
## 771 772 773 774 775
## 2.633873e+02 -7.071406e+02 -5.351862e+02 2.871771e+03 9.859419e+02
## 776 777 778 779 780
## 1.817451e+03 2.399611e+03 1.446321e+03 -2.097870e+02 -1.385821e+03
## 781 782 783 784 785
## -1.353170e+02 -2.016109e+03 -1.307411e+03 -2.252306e+03 5.569191e+02
## 786 787 788 789 790
## 6.057029e+03 -4.644038e+02 -8.332742e+02 -7.259318e+02 -8.393963e+02
## 791 792 793 794 795
## -2.184915e+03 -2.280549e+03 5.138339e+02 2.071392e+02 -1.926189e+03
## 796 797 798 799 800
## -7.029943e+02 -8.592144e+02 -1.497382e+03 -6.424901e+02 -2.072261e+03
## 801 802 803 804 805
## 3.120033e+03 3.145095e+03 -5.470216e+01 -8.109386e+02 -1.651213e+03
## 806 807 808 809 810
## -7.253389e+02 -1.590384e+03 8.194813e+02 1.225003e+03 1.976354e+03
## 811 812 813 814 815
## 2.859200e+02 -1.679417e+03 -1.838737e+03 -1.383775e+03 -1.772966e+03
## 816 817 818 819 820
## 2.155370e+03 -1.658685e+03 -2.145289e+03 4.006999e+03 -2.463333e+03
## 821 822 823 824 825
## -9.943339e+02 -1.784320e+03 -9.708477e+02 -7.424135e+02 -2.309973e+03
## 826 827 828 829 830
## 5.896883e+01 -1.746833e+03 -2.240234e+03 -1.419971e+03 -1.752310e+03
## 831 832 833 834 835
## -2.557044e+03 -6.167970e+02 1.385437e+03 -3.899115e+02 4.201338e+02
## 836 837 838 839 840
## 7.979679e+01 -1.042438e+03 -7.301627e+02 -1.500181e+03 3.284966e+03
## 841 842 843 844 845
## -1.853889e+03 -1.539739e+03 -1.838353e+03 -1.891815e+03 -1.195748e+03
## 846 847 848 849 850
## 5.898500e+03 -1.104552e+03 3.660335e+02 1.710278e+03 1.201759e+03
## 851 852 853 854 855
## -6.066446e+02 -1.524368e+03 -8.682509e+02 -8.758356e+02 -8.669503e+02
## 856 857 858 859 860
## 2.335571e+02 9.581986e+02 -2.567403e+03 5.417968e+01 6.268644e+01
## 861 862 863 864 865
## 1.649994e+03 4.134917e+03 6.216280e+02 2.302055e+03 3.056918e+03
## 866 867 868 869 870
## -1.040274e+03 -1.533110e+03 1.061197e+03 9.367720e+02 -3.471056e+02
## 871 872 873 874 875
## 1.737406e+03 -1.759716e+03 -5.805119e+02 -7.945451e+02 -1.712054e+03
## 876 877 878 879 880
## 3.037292e+02 -9.982349e+02 5.186283e+02 1.105465e+03 -5.197207e+02
## 881 882 883 884 885
## -1.986566e+03 -2.525090e+02 2.883588e+03 -1.221674e+03 9.501511e+02
## 886 887 888 889 890
## -9.064537e+02 -1.037591e+03 1.356930e+03 7.096320e+03 -7.754696e+02
## 891 892 893 894 895
## 2.766609e+01 1.947810e+03 5.461653e+03 3.477259e+01 3.241188e+02
## 896 897 898 899 900
## -5.303650e+02 1.810324e+03 6.502430e+02 -9.179362e+02 -2.011023e+02
## 901 902 903 904 905
## 9.890569e+03 3.902987e+01 3.862116e+03 -8.221633e+02 -2.062049e+03
## 906 907 908 909 910
## 1.139253e+02 2.048626e+01 -1.914905e+03 -8.292787e+02 1.162237e+04
## 911 912 913 914 915
## 1.895004e+03 4.608512e+03 -1.069644e+03 -8.438205e+02 -2.467171e+03
## 916 917 918 919 920
## 6.133065e+02 1.110062e+02 4.689114e+03 -2.014660e+03 -1.470653e+03
## 921 922 923 924 925
## 1.153859e+04 -3.135781e+02 3.520156e+03 -9.250926e+02 -1.216562e+03
## 926 927 928 929 930
## -1.922812e+03 2.593973e+02 8.161778e+01 7.531510e+03 -2.491546e+03
## 931 932 933 934 935
## -1.433662e+03 1.053896e+04 2.049970e+03 3.972643e+03 -1.308834e+03
## 936 937 938 939 940
## -1.094700e+03 -2.524597e+03 5.701274e+02 -8.416084e+02 9.906228e+03
## 941 942 943 944 945
## 4.679973e+02 2.313371e+04 2.984826e+03 5.221277e+02 -1.743787e+03
## 946 947 948 949 950
## -1.901144e+03 6.787790e+02 -1.148751e+03 -1.906873e+03 -1.898442e+03
## 951 952 953 954 955
## -1.777362e+03 -2.863990e+03 -2.829690e+03 -2.624985e+03 -2.265521e+03
## 956 957 958 959 960
## -2.732265e+03 1.602004e+03 3.925546e+03 -2.263602e+03 -2.770636e+03
## 961 962 963 964 965
## -2.807629e+03 -2.147769e+03 -6.431745e+02 -2.809960e+03 -1.827145e+03
## 966 967 968 969 970
## -6.394855e+02 -8.974523e+02 3.110726e+02 7.706263e+02 -2.318368e+03
## 971 972 973 974 975
## -1.170056e+03 -2.205013e+03 -2.409046e+03 -2.244711e+03 -2.694331e+03
## 976 977 978 979 980
## -4.321678e+02 -4.931526e+02 -2.323566e+03 -2.353516e+03 -4.462592e+02
## 981 982 983 984 985
## -4.260698e+02 -1.824632e+03 -1.868769e+03 -2.088760e+03 -1.632684e+03
## 986 987 988 989 990
## -1.073570e+02 -2.132083e+03 -2.205921e+03 -2.656453e+03 -6.228153e+02
## 991 992 993 994 995
## -5.700258e+02 -2.663059e+03 -2.998601e+03 -1.926352e+03 -8.931013e+01
## 996 997 998 999 1000
## -2.085416e+03 -2.064906e+03 -2.778622e+03 -1.158109e+03 -2.774189e+03
## 1001 1002 1003 1004 1005
## 3.670405e+03 5.488364e+03 -6.903221e+02 -1.703769e+03 -1.682981e+03
## 1006 1007 1008 1009 1010
## -8.293699e+02 -1.596103e+03 -1.429324e+03 -4.320900e+01 -1.439229e+03
## 1011 1012 1013 1014 1015
## 1.879429e+03 1.198095e+03 6.061967e+03 6.452274e+03 -6.317026e+02
## 1016 1017 1018 1019 1020
## -1.047962e+03 1.400913e+03 -1.451169e+03 -1.863548e+03 1.863399e+03
## 1021 1022 1023 1024 1025
## 1.236941e+03 -1.037811e+03 -3.786970e+02 5.671333e+03 5.841631e+03
## 1026 1027 1028 1029 1030
## 5.494922e+03 -9.216355e+02 -1.704795e+03 7.332707e+02 1.340749e+03
## 1031 1032 1033 1034 1035
## -1.051901e+03 7.448549e+02 1.235666e+03 -1.895051e+03 -1.982701e+03
## 1036 1037 1038 1039 1040
## -1.289248e+03 -1.256410e+03 6.951262e+03 -4.667936e+02 -8.915574e+02
## 1041 1042 1043 1044 1045
## -9.041167e+02 -1.380621e+03 -5.636163e+02 7.281331e+03 -1.229983e+03
## 1046 1047 1048 1049 1050
## -9.688639e+02 -1.779068e+03 -1.401150e+03 -2.158891e+03 -1.961410e+03
## 1051 1052 1053 1054 1055
## -7.464449e+02 -1.709130e+03 -7.615410e+02 -2.343306e+03 -1.390612e+03
## 1056 1057 1058 1059 1060
## -9.796128e+02 -1.594817e+03 -1.230880e+03 -1.469984e+03 -1.444680e+03
## 1061 1062 1063 1064 1065
## -2.031943e+03 -1.664602e+03 -2.474638e+03 -1.610633e+03 -8.473931e+02
## 1066 1067 1068 1069 1070
## -2.195066e+02 -7.168043e+02 -6.420655e+02 -1.995126e+03 1.490655e+02
## 1071 1072 1073 1074 1075
## -1.168285e+03 -1.119663e+03 5.760724e+02 -1.098260e+03 4.920309e+03
## 1076 1077 1078 1079 1080
## 2.948166e+03 6.122952e+02 2.196439e+03 -4.724451e+02 -1.145714e+03
## 1081 1082 1083 1084 1085
## -2.193763e+03 -1.375481e+03 -4.590760e+02 -2.037567e+03 -1.803420e+03
## 1086 1087 1088 1089 1090
## -1.346178e+03 -2.469636e+02 8.078674e+01 2.913351e+03 -7.031681e+02
## 1091 1092 1093 1094 1095
## -2.094579e+03 1.251720e+03 -2.286853e+03 -1.852791e+03 -8.987442e+02
## 1096 1097 1098 1099 1100
## 5.841154e+02 1.201138e+03 4.826615e+03 2.416900e+03 -1.414102e+03
## 1101 1102 1103 1104 1105
## -8.400953e+02 -4.015448e+02 -1.145442e+03 -1.154935e+03 -1.023957e+03
## 1106 1107 1108 1109 1110
## 7.299290e+02 -1.478802e+03 -1.239103e+03 -1.538012e+03 -1.636553e+03
## 1111 1112 1113 1114 1115
## -1.043014e+03 -1.404146e+03 -1.597556e+03 -1.382961e+03 -4.564284e+02
## 1116 1117 1118 1119 1120
## -9.967000e+02 -8.547443e+02 -1.120920e+03 -1.334212e+03 -1.319946e+03
## 1121 1122 1123 1124 1125
## -9.566634e+02 -1.334642e+03 1.065893e+03 -7.660092e+02 -4.150897e+02
## 1126 1127 1128 1129 1130
## -1.284305e+03 -2.052274e+02 -1.222041e+03 -6.800223e+02 -8.844015e+02
## 1131 1132 1133 1134 1135
## -3.190554e+02 3.289331e+03 -8.259182e+02 1.667733e+02 -1.288652e+03
## 1136 1137 1138 1139 1140
## -1.552821e+03 -9.519700e+02 2.203187e+02 -1.832537e+02 1.930181e+03
## 1141 1142 1143 1144 1145
## -7.805232e+02 1.059199e+03 -1.056861e+03 -1.153319e+03 3.755981e+03
## 1146 1147 1148 1149 1150
## 1.760110e+02 5.226241e+03 2.808838e+03 1.319508e+03 -4.315627e+02
## 1151 1152 1153 1154 1155
## -6.543152e+02 -6.041230e+02 -1.135312e+03 5.638518e+02 3.710346e+03
## 1156 1157 1158 1159 1160
## -1.477687e+02 -4.896693e+02 -1.247282e+03 -1.218813e+03 -1.393476e+03
## 1161 1162 1163 1164 1165
## 1.450084e+03 3.918276e+03 1.896006e+03 5.552869e+03 -5.581440e+02
## 1166 1167 1168 1169 1170
## 6.588343e+03 2.832081e+03 3.942356e+02 4.467954e+02 -5.002290e+02
## 1171 1172 1173 1174 1175
## -1.127781e+03 -6.944018e+02 -6.112214e+02 2.241826e+03 4.661553e+03
## 1176 1177 1178 1179 1180
## -1.308903e+03 -1.117750e+03 -1.102514e+03 2.267430e+02 -1.580071e+02
## 1181 1182 1183 1184 1185
## -7.143145e+02 -1.142066e+03 -1.056227e+03 3.892260e+03 7.030163e+02
## 1186 1187 1188 1189 1190
## -1.023205e+03 -9.990275e+02 -1.523217e+03 -4.565524e+02 -9.879359e+02
## 1191 1192 1193 1194 1195
## -2.419710e+02 5.800353e+03 6.862471e+02 -8.484085e+02 -4.324015e+02
## 1196 1197 1198 1199 1200
## -1.142141e+03 -3.036700e+02 -1.348722e+03 -1.513546e+03 -1.248568e+03
## 1201 1202 1203 1204 1205
## -2.123251e+03 -2.468583e+03 -1.543347e+03 2.721943e+03 -2.036105e+03
## 1206 1207 1208 1209 1210
## -1.957547e+03 -7.853033e+02 -2.227106e+03 -2.307525e+03 -2.633677e+03
## 1211 1212 1213 1214 1215
## -1.081896e+03 -6.617777e+02 3.708636e+03 -1.393495e+03 -8.927401e+02
## 1216 1217 1218 1219 1220
## -2.024355e+03 -2.452722e+03 -1.887711e+03 -1.684342e+03 -1.835323e+03
## 1221 1222 1223 1224 1225
## -2.174451e+03 -2.473265e+03 -2.548393e+03 -1.383527e+03 6.702430e+02
## 1226 1227 1228 1229 1230
## 1.171569e+03 1.478485e+03 1.213804e+03 1.425583e+03 -1.098698e+03
## 1231 1232 1233 1234 1235
## -9.038579e+02 1.053084e+03 -1.781003e+03 -1.904687e+03 -3.450907e+02
## 1236 1237 1238 1239 1240
## -1.998233e+03 -1.712017e+03 -5.110321e+02 2.957556e+03 6.115104e+02
## 1241 1242 1243 1244 1245
## 1.654161e+03 -3.794574e+02 -2.107779e+03 -1.353789e+03 -1.297314e+03
## 1246 1247 1248 1249 1250
## -1.415421e+03 8.197427e+02 7.285887e+02 -9.317511e+02 6.862940e+02
## 1251 1252 1253 1254 1255
## 1.231195e+03 2.523490e+02 8.207336e+02 -9.081688e+02 -9.333424e+02
## 1256 1257 1258 1259 1260
## 6.301364e+02 6.700566e+02 1.073297e+03 1.133512e+03 -1.086784e+03
## 1261 1262 1263 1264 1265
## -9.978978e+02 5.994914e+02 4.476930e+02 -8.807390e+02 -2.257636e+02
## 1266 1267 1268 1269 1270
## -1.467705e+01 3.025110e+02 3.519520e+03 -4.346320e+02 2.915096e+02
## 1271 1272 1273 1274 1275
## 7.380646e+03 -9.557704e+02 -1.049227e+03 3.775931e+02 -6.436280e+02
## 1276 1277 1278 1279 1280
## 6.641921e+03 -9.545742e+02 -1.672768e+02 -5.074168e+02 -6.176304e+02
## 1281 1282 1283 1284 1285
## -6.052487e+01 2.347952e+03 -9.505461e+01 -2.674061e+01 6.456914e+03
## 1286 1287 1288 1289 1290
## -1.026372e+03 1.961667e+03 4.230511e+03 -1.285680e+03 -1.279277e+03
## 1291 1292 1293 1294 1295
## -1.351752e+03 1.769694e+03 4.141462e+03 3.218282e+03 -1.547650e+03
## 1296 1297 1298 1299 1300
## 2.844151e+03 3.015933e+03 -1.695210e+03 2.077435e+03 -1.275001e+03
## 1301 1302 1303 1304 1305
## -1.978649e+03 -2.161274e+03 -6.572513e+02 -1.389480e+03 -6.808044e+02
## 1306 1307 1308 1309 1310
## 5.872783e+03 1.021081e+04 7.286747e+03 -1.456636e+03 -1.173398e+03
## 1311 1312 1313 1314 1315
## 5.347076e+03 -2.459287e+03 -2.239532e+03 -2.304908e+03 -2.164787e+03
## 1316 1317 1318 1319 1320
## -2.458239e+03 -2.822950e+03 -2.840978e+03 -2.692114e+03 -2.092028e+03
## 1321 1322 1323 1324 1325
## -2.402306e+03 -2.186261e+03 -1.937052e+03 1.510400e+03 -2.443523e+03
## 1326 1327 1328 1329 1330
## -2.515340e+03 -1.786375e+03 3.514844e+03 2.906004e+02 -3.181988e+02
## 1331 1332 1333 1334 1335
## -1.731287e+03 -1.831953e+03 -1.427428e+03 6.559795e+03 1.645156e+03
## 1336 1337 1338 1339 1340
## 2.686081e+03 4.478886e+03 5.736035e+03 2.734876e+03 4.377066e+03
## 1341 1342 1343 1344 1345
## -1.178884e+03 -2.539267e+03 5.886347e+03 -4.193913e+03 2.005149e+03
## 1346 1347 1348 1349 1350
## -1.537478e+03 6.020806e+02 1.000593e+03 -2.238983e+03 3.335668e+03
## 1351 1352 1353 1354 1355
## -1.736688e+03 2.074468e+03 -1.276719e+03 -3.209118e+03 -2.182552e+03
## 1356 1357 1358 1359 1360
## -2.455215e+03 -2.297927e+03 -2.515407e+03 -1.562757e+03 -2.184746e+03
## 1361 1362 1363 1364 1365
## -1.812291e+03 2.469450e+03 -2.929545e+03 -2.875650e+03 -2.933759e+03
## 1366 1367 1368 1369 1370
## -2.310969e+03 -2.288542e+03 -2.547529e+03 -2.626614e+03 1.118037e+03
## 1371 1372 1373 1374 1375
## 5.239881e+03 3.920008e+02 3.018940e+03 -1.230261e+03 -1.860111e+03
## 1376 1377 1378 1379 1380
## -2.708864e+03 -1.946831e+03 -9.383539e+02 6.198524e+03 9.434698e+02
## 1381 1382 1383 1384 1385
## 1.200948e+03 3.005763e+03 -2.431756e+03 -2.206427e+03 7.725552e+02
## 1386 1387 1388 1389 1390
## -2.287407e+03 5.245024e+03 1.045382e+03 3.801670e+02 1.133264e+03
## 1391 1392 1393 1394 1395
## 2.516992e+03 -2.218371e+03 -1.168891e+03 -2.440592e+03 -1.115871e+03
## 1396 1397 1398 1399 1400
## 6.667107e+03 -2.075426e+03 9.755349e+02 6.796597e+03 -5.935294e+01
## 1401 1402 1403 1404 1405
## 3.582292e+03 -1.163470e+03 -1.469172e+03 -2.457189e+02 -1.335885e+03
## 1406 1407 1408 1409 1410
## 1.628445e+03 5.012257e+02 -7.904245e+02 -1.423313e+03 -1.012493e+03
## 1411 1412 1413 1414 1415
## 7.159584e+03 1.936960e+03 1.248180e+03 -7.680543e+02 -7.540645e+02
## 1416 1417 1418 1419 1420
## -1.109041e+03 -2.149165e+03 6.429551e+03 3.413493e+03 -8.680713e+02
## 1421 1422 1423 1424 1425
## 3.133925e+03 -8.762586e+02 8.027112e+03 -1.692638e+03 -1.740556e+03
## 1426 1427 1428 1429 1430
## 1.753599e+03 2.153312e+03 2.428853e+03 2.695248e+03 -1.311850e+03
## 1431 1432 1433 1434 1435
## -1.908665e+03 -1.323133e+03 -1.556043e+03 -3.362069e+02 7.222950e+03
## 1436 1437 1438 1439 1440
## -1.628764e+03 -1.134183e+02 2.281305e+03 3.329948e+03 -1.545833e+03
## 1441 1442 1443 1444 1445
## -1.977462e+03 -1.309973e+03 -1.562999e+03 -1.152815e+03 8.115151e+03
## 1446 1447 1448 1449 1450
## -1.361070e+03 -1.164105e+03 -1.361027e+03 4.022357e+03 1.196888e+03
## 1451 1452 1453 1454 1455
## 2.590461e+03 8.659815e+02 2.120830e+03 -2.501279e+03 -1.475918e+03
## 1456 1457 1458 1459 1460
## -1.255390e+03 -1.262245e+03 -1.128846e+03 -2.536257e+03 -2.248707e+03
## 1461 1462 1463 1464 1465
## -2.190369e+03 -1.638962e+03 -2.879592e+03 5.225803e+03 -3.343883e+02
## 1466 1467 1468 1469 1470
## 3.707694e+03 -1.135200e+03 -2.478355e+03 -1.287940e+02 1.224297e+03
## 1471 1472 1473 1474 1475
## 3.078538e+03 -1.601104e+03 3.834897e+03 -1.492834e+03 -2.506707e+03
## 1476 1477 1478 1479 1480
## 1.531455e+02 6.109960e+02 3.671055e+03 -1.876078e+03 -1.464755e+03
## 1481 1482 1483 1484 1485
## -1.980757e+03 -1.266068e+03 -1.529051e+03 -1.093220e+03 -1.957896e+03
## 1486 1487 1488 1489 1490
## -2.129606e+03 -2.213726e+03 -2.332561e+03 -2.282832e+03 1.432894e+03
## 1491 1492 1493 1494 1495
## -7.324209e+02 -7.577797e+02 -3.641025e+02 8.180706e+01 -2.116698e+03
## 1496 1497 1498 1499 1500
## -2.837347e+03 -2.672856e+03 -2.747412e+03 -3.816294e+02 -2.315350e+03
## 1501 1502 1503 1504 1505
## -8.081289e+02 1.567408e+02 4.068491e+03 1.168187e+02 -7.325259e+02
## 1506 1507 1508 1509 1510
## -1.148750e+01 7.893595e+01 -1.757570e+02 -8.321268e+02 -1.286465e+03
## 1511 1512 1513 1514 1515
## -1.067507e+03 -2.223396e+02 9.989402e+01 -2.298743e+02 -1.212329e+02
## 1516 1517 1518 1519 1520
## 1.175186e+03 8.750878e+02 6.193523e+02 1.512536e+03 -8.469714e+02
## 1521 1522 1523 1524 1525
## -6.964644e+02 -1.267076e+03 -7.898306e+02 -1.292156e+03 5.904994e+02
## 1526 1527 1528 1529 1530
## -1.271745e+03 8.797140e+01 3.873657e+03 8.211138e+01 -1.051268e+02
## 1531 1532 1533 1534 1535
## 1.422435e+02 1.614277e+03 -7.380587e+02 -8.078321e+02 -1.125067e+03
## 1536 1537 1538 1539 1540
## -1.032656e+03 4.722892e+02 8.355947e+02 1.213400e+03 1.752909e+03
## 1541 1542 1543 1544 1545
## -7.752097e+02 -1.142656e+03 -6.428625e+02 -1.114295e+03 8.887599e+02
## 1546 1547 1548 1549 1550
## 2.505265e+02 3.482012e+03 3.961631e+01 -5.768462e+02 -6.373370e+02
## 1551 1552 1553 1554 1555
## -5.755529e+02 -1.060053e+03 -1.094220e+03 -1.116376e+03 1.083625e+03
## 1556 1557 1558 1559 1560
## -6.409940e+02 2.920253e+02 -8.585452e+02 -6.132437e+02 -9.725871e+02
## 1561 1562 1563 1564 1565
## -1.226783e+03 -1.261079e+03 -1.406027e+03 -7.020097e+02 1.885674e+02
## 1566 1567 1568 1569 1570
## 3.777048e+03 -1.488625e+01 -1.098561e+02 1.227189e+02 1.687064e+03
## 1571 1572 1573 1574 1575
## -7.115943e+02 -8.402144e+02 -1.148173e+03 -1.282519e+03 -1.123940e+03
## 1576 1577 1578 1579 1580
## 5.421790e+02 9.315333e+02 1.367963e+03 9.284059e+02 1.721132e+03
## 1581 1582 1583 1584 1585
## -8.913822e+02 4.484416e+02 -1.193028e+03 -5.997452e+02 -1.134521e+03
## 1586 1587 1588 1589 1590
## 9.075443e+02 -8.139780e+02 2.081503e+02 2.222890e+02 2.138908e+02
## 1591 1592 1593 1594 1595
## -1.158499e+03 -1.056955e+03 -1.147973e+03 4.448271e+02 -5.812264e+02
## 1596 1597 1598 1599 1600
## 3.290427e+03 3.346499e+03 1.744636e+03 -9.786414e+02 -8.336392e+02
## 1601 1602 1603 1604 1605
## -9.252231e+02 -8.250641e+02 -8.098681e+02 6.215038e+02 5.079592e+02
## 1606 1607 1608 1609 1610
## -1.025592e+03 -9.888622e+02 -8.849153e+02 -4.746486e+02 7.392237e+02
## 1611 1612 1613 1614 1615
## -7.889724e+02 -4.655173e+02 -8.987429e+02 -3.063355e+02 1.380808e+03
## 1616 1617 1618 1619 1620
## -9.629593e+02 -9.378461e+02 -4.667434e+01 -6.849066e+02 -1.026757e+02
## 1621 1622 1623 1624 1625
## 9.000621e+02 -3.721770e+02 -7.725150e+02 -1.160409e+03 -2.705200e+02
## 1626 1627 1628 1629 1630
## 3.619657e+03 -3.601672e+02 3.436759e+03 -8.596967e+02 -8.724961e+02
## 1631 1632 1633 1634 1635
## -4.701777e+02 9.225344e+02 -3.508257e+02 1.503228e+03 3.647640e+02
## 1636 1637 1638 1639 1640
## 1.602120e+02 9.246719e+02 -5.138083e+02 -2.096094e+02 2.987331e+03
## 1641 1642 1643 1644 1645
## -6.589247e+02 -1.011548e+03 -9.987604e+02 -6.289891e+02 3.880710e+02
## 1646 1647 1648 1649 1650
## 6.347978e+02 1.509985e+02 -1.076257e+03 2.359849e+01 3.761156e+03
## 1651 1652 1653 1654 1655
## -4.688716e+02 -4.791824e+02 -7.680577e+02 3.011946e+03 3.157479e+03
## 1656 1657 1658 1659 1660
## 2.139522e+02 1.107670e+03 8.653860e+02 -5.045283e+02 1.775050e+02
## 1661 1662 1663 1664 1665
## -5.033602e+02 6.891164e+02 -6.270247e+02 5.301110e+02 2.034901e+02
## 1666 1667 1668 1669 1670
## 2.723236e+03 -3.918340e+02 -2.158142e+02 8.750339e+02 2.144602e+03
## 1671 1672 1673 1674 1675
## -4.440918e+02 -6.558830e+02 2.257577e+03 -9.968803e+02 -8.032165e+01
## 1676 1677 1678 1679 1680
## 2.139554e-01 -1.019777e+03 -5.035233e+02 -1.072717e+03 -5.344415e+02
## 1681 1682 1683 1684 1685
## -9.596737e+02 1.444062e+02 2.202587e+03 -4.357146e+02 -7.065941e+02
## 1686 1687 1688 1689 1690
## -8.280028e+02 -9.606813e+02 5.483973e+02 -7.300156e+02 -1.203490e+03
## 1691 1692 1693 1694 1695
## -1.091259e+03 -2.403615e+02 -4.087314e+02 -3.950020e+02 -7.904903e+02
## 1696 1697 1698 1699 1700
## -1.008949e+03 -7.188777e+02 -1.161267e+03 -7.192300e+02 -5.397102e+02
## 1701 1702 1703 1704 1705
## 1.280091e+01 -1.710095e+03 -1.818830e+03 -1.254755e+03 2.121153e+03
## 1706 1707 1708 1709 1710
## 1.846969e+03 1.436378e+03 -1.526920e+02 -3.418664e+02 -4.212528e+00
## 1711 1712 1713 1714 1715
## -1.262903e+03 -1.491346e+03 -1.700890e+03 -1.405309e+03 -9.038013e+02
## 1716 1717 1718 1719 1720
## -1.322493e+03 -1.136257e+03 1.629792e+03 -8.803172e+02 9.117346e+02
## 1721 1722 1723 1724 1725
## -1.116463e+03 -1.660477e+03 -1.304522e+02 -1.577718e+03 -1.216042e+02
## 1726 1727 1728 1729 1730
## -5.482485e+02 -1.455885e+03 -1.189372e+03 -1.424752e+03 -9.811749e+02
## 1731 1732 1733 1734 1735
## -1.565499e+03 -9.229186e+02 -1.717370e+03 -1.719344e+03 -1.473347e+03
## 1736 1737 1738 1739 1740
## -1.597610e+03 -3.601098e+02 -1.830284e+03 -4.324528e+02 -1.800103e+03
## 1741 1742 1743 1744 1745
## 2.979503e+02 -2.630409e+02 1.307741e+02 -1.398228e+03 -1.520136e+03
## 1746 1747 1748 1749 1750
## -1.713304e+03 -1.267844e+03 -1.858229e+03 -1.082954e+03 4.030925e+03
## 1751 1752 1753 1754 1755
## 4.174894e+03 -6.374515e+02 3.128183e+03 3.510393e+03 -4.383065e+02
## 1756 1757 1758 1759 1760
## -1.125712e+03 -1.767377e+03 2.926803e+02 3.509455e+01 8.937762e+02
## 1761 1762 1763 1764 1765
## 7.751920e+02 2.130270e+03 6.975628e+03 -1.236150e+03 -6.844447e+02
## 1766 1767 1768 1769 1770
## -1.344842e+03 -1.538357e+03 3.477482e+02 1.440596e+03 -1.005065e+03
## 1771 1772 1773 1774 1775
## 1.377089e+02 -1.033605e+02 -4.953374e+02 1.462962e+02 9.349678e+02
## 1776 1777 1778 1779 1780
## 1.792576e+03 1.109562e+03 -1.738248e+02 4.148319e+03 4.759108e+03
## 1781 1782 1783 1784 1785
## 7.144635e+01 2.607348e+03 4.492372e+03 -1.208230e+03 -1.356461e+03
## 1786 1787 1788 1789 1790
## -1.858843e+03 -2.428073e+02 1.841276e+02 1.650549e+01 1.384145e+03
## 1791 1792 1793 1794 1795
## 6.654515e+03 -1.096811e+03 4.822275e+02 -9.299574e+02 -1.559090e+03
## 1796 1797 1798 1799 1800
## 6.474292e+02 -1.397407e+03 -1.878128e+02 3.647632e+03 -8.368795e+02
## 1801 1802 1803 1804 1805
## 3.173485e+02 -1.132608e+03 -1.678470e+03 -1.437162e+03 -1.815887e+03
## 1806 1807 1808 1809 1810
## -1.660076e+03 2.648850e+04 -1.916176e+03 3.381780e+03 -1.800168e+03
## 1811 1812 1813 1814 1815
## -1.046649e+03 -1.122759e+03 1.193562e+03 -1.805672e+03 -9.413120e+02
## 1816 1817 1818 1819 1820
## -8.123735e+02 -1.746034e+03 -1.101383e+03 -1.656754e+03 -1.529326e+03
## 1821 1822 1823 1824 1825
## -8.249952e+02 -1.884917e+03 -1.628335e+03 -2.132955e+03 -1.672167e+03
## 1826 1827 1828 1829 1830
## 5.166776e+02 -2.125078e+03 -5.129962e+02 -2.251046e+03 -2.303377e+03
## 1831 1832 1833 1834 1835
## 3.958437e+03 3.881759e+03 -6.406069e+02 -1.839706e+03 -1.428177e+03
## 1836 1837 1838 1839 1840
## -1.480870e+03 -1.796920e+03 -9.423930e+02 -1.970645e+03 -1.590040e+03
## 1841 1842 1843 1844 1845
## 8.102782e+01 8.886362e+02 1.738917e+03 -6.865509e+02 6.243297e+00
## 1846 1847 1848 1849 1850
## 5.428708e+02 6.572543e+03 -1.737041e+03 -8.292230e+02 1.717692e+03
## 1851 1852 1853 1854 1855
## -2.123786e+03 -1.349748e+03 -2.944475e+02 8.799157e+02 -1.848461e+03
## 1856 1857 1858 1859 1860
## -5.986329e+02 1.497077e+03 1.078065e+03 9.775110e+02 -7.368077e+02
## 1861 1862 1863 1864 1865
## 3.734521e+03 -4.599128e+02 -6.765093e+02 3.661274e+03 4.147999e+03
## 1866 1867 1868 1869 1870
## 2.714197e+03 2.385986e+03 3.851204e+03 -1.460762e+03 -1.615843e+03
## 1871 1872 1873 1874 1875
## -4.842601e+02 2.779080e+03 -9.097469e+02 7.332849e+02 1.853066e+03
## 1876 1877 1878 1879 1880
## 1.467538e+03 7.300464e+03 -1.754754e+03 2.344974e+03 -1.947208e+03
## 1881 1882 1883 1884 1885
## -2.503288e+02 -1.932753e+03 -6.134888e+02 1.632788e+03 -2.189318e+03
## 1886 1887 1888 1889 1890
## -1.975501e+03 -2.402706e+03 -2.073829e+03 -6.013222e+02 -2.327442e+03
## 1891 1892 1893 1894 1895
## -2.181583e+03 -2.268578e+03 3.097204e+03 -1.083676e+03 -7.296071e+02
## 1896 1897 1898 1899 1900
## -1.306581e+03 -1.457482e+03 -1.872927e+03 -1.816371e+03 -5.969234e+02
## 1901 1902 1903 1904 1905
## 8.402517e+02 1.166518e+03 1.210362e+03 4.621133e+02 1.249960e+03
## 1906 1907 1908 1909 1910
## 2.714425e+03 7.868322e+03 -5.013510e+02 -2.484236e+02 -8.057348e+02
## 1911 1912 1913 1914 1915
## -5.610803e+02 1.339989e+03 -3.943650e+02 6.212687e+02 1.250953e+03
## 1916 1917 1918 1919 1920
## -9.587327e+02 -8.956475e+02 -4.572238e+02 8.065503e+02 -4.685963e+02
## 1921 1922 1923 1924 1925
## -8.161785e+02 -9.903518e+02 -1.016618e+03 2.552415e+03 5.208447e+02
## 1926 1927 1928 1929 1930
## -2.964061e+02 -2.239514e+02 -9.692773e+02 -9.223248e+02 -1.102431e+03
## 1931 1932 1933 1934 1935
## -5.435127e+02 -3.328939e+02 -2.481510e+02 1.678183e+03 -2.486881e+02
## 1936 1937 1938 1939 1940
## -4.538535e+02 -9.760411e+02 -9.641719e+02 -1.175494e+03 -5.677023e+02
## 1941 1942 1943 1944 1945
## -1.048294e+03 3.548491e+02 -8.468134e+02 1.957166e+03 -9.637445e+02
## 1946 1947 1948 1949 1950
## 4.602845e+02 2.482948e+03 -2.568885e+02 -8.712168e+02 -9.048570e+02
## 1951 1952 1953 1954 1955
## 2.351695e+03 7.906665e+02 -4.190043e+02 -5.672788e+02 -8.174783e+02
## 1956 1957 1958 1959 1960
## -9.331214e+02 -3.430316e+02 -7.981272e+02 -9.712477e+02 -1.033641e+03
## 1961 1962 1963 1964 1965
## -1.134782e+03 -6.882817e+02 1.723821e+03 -1.371289e+02 -8.704457e+02
## 1966 1967 1968 1969 1970
## -6.752539e+02 -1.180387e+03 -9.548237e+02 5.019377e+03 -2.030356e+02
## 1971 1972 1973 1974 1975
## -7.927825e+02 -9.869760e+02 -9.592191e+02 -6.623368e+01 4.866031e+02
## 1976 1977 1978 1979 1980
## 1.388814e+03 6.521438e+02 5.626984e+02 1.041685e+03 5.391533e+01
## 1981 1982 1983 1984 1985
## 2.885426e+02 -9.080137e+02 -8.025900e+02 -1.144510e+03 -2.309917e+02
## 1986 1987 1988 1989 1990
## -9.787809e+01 3.891409e+02 -9.889730e+02 -2.528270e+02 -1.020734e+03
## 1991 1992 1993 1994 1995
## -1.002271e+03 -2.341873e+02 -2.871314e+02 -8.327661e+02 -1.067333e+03
## 1996 1997 1998 1999 2000
## -1.148015e+03 3.438694e+03 -1.709001e+02 -4.658181e+02 -5.069632e+02
## 2001 2002 2003 2004 2005
## -7.115930e+02 -1.447216e+03 -1.415704e+03 -6.878907e+02 3.242641e+03
## 2006 2007 2008 2009 2010
## -2.575160e+02 2.115553e+03 -8.489792e+02 -4.118977e+02 -8.503212e+02
## 2011 2012 2013 2014 2015
## -1.155840e+03 -1.541389e+03 -1.303857e+03 -9.516354e+02 2.621179e+02
## 2016 2017 2018 2019 2020
## -1.333456e+03 -9.477474e+02 -1.028469e+03 -1.065087e+03 -1.253063e+03
## 2021 2022 2023 2024 2025
## -1.189252e+03 -4.677836e+02 -9.924585e+02 -1.009311e+03 -9.550065e+02
## 2026 2027 2028 2029 2030
## -1.497851e+03 -1.409386e+03 -3.239611e+02 -1.270888e+03 -1.505745e+03
## 2031 2032 2033 2034 2035
## -1.070867e+03 1.152658e+02 2.479360e+03 -9.937257e+02 -1.038011e+03
## 2036 2037 2038 2039 2040
## -1.455375e+02 -1.616285e+03 -1.321346e+03 -1.045674e+03 -1.045361e+03
## 2041 2042 2043 2044 2045
## 5.015353e+03 -4.159058e+01 3.330713e+03 -9.580487e+02 -1.133719e+03
## 2046 2047 2048 2049 2050
## -1.282317e+03 5.312483e+00 -1.749277e+02 1.539154e+03 2.181348e+03
## 2051 2052 2053 2054 2055
## -8.725873e+02 -1.109412e+03 4.131395e+02 -1.457985e+03 1.146901e+02
## 2056 2057 2058 2059 2060
## 1.118159e+03 -1.061848e+03 -1.274152e+03 -9.780922e+02 -1.282835e+03
## 2061 2062 2063 2064 2065
## -4.314888e+02 -1.407752e+02 -8.843618e+02 -9.467897e+02 -4.824413e+02
## 2066 2067 2068 2069 2070
## -7.018100e+02 -6.732120e+01 -1.086827e+03 -5.575276e+02 1.582845e+03
## 2071 2072 2073 2074 2075
## -1.237048e+03 -1.382481e+03 -1.438298e+03 -1.467391e+03 -7.865680e+02
## 2076 2077 2078 2079 2080
## -1.164973e+03 2.384155e+03 -6.560856e+02 -1.523934e+03 8.797023e+02
## 2081 2082 2083 2084 2085
## 1.207514e+03 -8.085645e+01 -1.144033e+03 8.169156e+02 2.452917e+03
## 2086 2087 2088 2089 2090
## -6.247322e+01 -1.544933e+03 1.010825e+03 -8.926120e+02 -1.191331e+03
## 2091 2092 2093 2094 2095
## 1.615619e+00 4.673287e+03 4.414018e+03 3.946647e+03 -8.027866e+02
## 2096 2097 2098 2099 2100
## 5.445935e+03 5.563741e+03 5.174566e+03 4.264157e+03 2.661128e+03
## 2101 2102 2103 2104 2105
## -1.674928e+03 2.129042e+03 1.738379e+03 -2.178988e+03 4.178817e+02
## 2106 2107 2108 2109 2110
## -1.974578e+03 -2.393959e+03 -4.606405e+02 1.072260e+03 4.751278e+03
## 2111 2112 2113 2114 2115
## 3.375817e+02 1.424353e+03 -1.698108e+03 -1.146878e+03 -2.145961e+03
## 2116 2117 2118 2119 2120
## -2.126122e+02 -1.298999e+03 -2.059166e+03 -1.777623e+03 1.111285e+03
## 2121 2122 2123 2124 2125
## -9.313597e+02 -2.078500e+03 -6.210398e+02 4.502072e+03 -1.445159e+03
## 2126 2127 2128 2129 2130
## 1.263654e+03 9.386403e+02 1.619317e+03 -1.672692e+03 -1.119466e+03
## 2131 2132 2133 2134 2135
## -1.171003e+03 -1.910929e+03 9.014886e+01 -8.268252e+01 -1.468300e+03
## 2136 2137 2138 2139 2140
## -1.604252e+03 5.142734e+03 1.091112e+03 1.356032e+03 7.173051e+03
## 2141 2142 2143 2144 2145
## -1.717120e+03 -6.367424e+02 -1.872586e+03 -2.170023e+02 4.587518e+03
## 2146 2147 2148 2149 2150
## 2.535437e+03 -1.358388e+03 3.935866e+02 -2.329525e+03 -3.560849e+01
## 2151 2152 2153 2154 2155
## 2.144955e+03 -1.799927e+03 -2.263718e+03 -2.298103e+03 5.262078e+02
## 2156 2157 2158 2159 2160
## -2.048805e+02 -2.030536e+03 -1.122200e+03 -1.374370e+03 9.639222e+02
## 2161 2162 2163 2164 2165
## 1.114954e+03 1.397533e+03 -1.902425e+03 -2.200609e+03 4.240422e+02
## 2166 2167 2168 2169 2170
## 9.157366e+01 7.234815e+02 1.273820e+03 1.728794e+03 -2.080117e+03
## 2171 2172 2173 2174 2175
## 5.259152e+01 9.981549e+01 5.716950e+03 1.873501e+03 -2.414475e+03
## 2176 2177 2178 2179 2180
## 4.167240e+02 9.151678e+02 -1.473940e+03 -5.026444e+02 -1.751156e+03
## 2181 2182 2183 2184 2185
## 2.603168e+02 5.089688e+03 -9.504081e+02 -1.228296e+03 2.055748e+03
## 2186 2187 2188 2189 2190
## 1.648276e+03 1.412601e+03 -1.321698e+03 -1.088206e+03 -1.814202e+03
## 2191 2192 2193 2194 2195
## 1.024351e+03 -1.089557e+03 3.793041e+03 -1.367379e+03 2.770198e+03
## 2196 2197 2198 2199 2200
## -1.358100e+03 -1.922040e+03 -1.767879e+03 -1.389884e+03 -1.182072e+03
##
## $pH_Value
## 1 2 3 4 5
## 2.158465e+03 -7.720092e+02 -1.667537e+02 1.328314e+03 1.132014e+05
## 6 7 8 9 10
## -2.333490e+03 4.053329e+03 3.022340e+03 4.841367e+03 6.448385e+03
## 11 12 13 14 15
## 6.100435e+03 -9.801148e+02 3.582939e+03 -2.678559e+03 -2.615380e+03
## 16 17 18 19 20
## -5.159317e+03 -4.099983e+03 -4.895095e+03 7.131798e+02 -1.812934e+03
## 21 22 23 24 25
## -2.786318e+03 -5.901048e+02 3.011111e+03 -2.008639e+03 -3.558671e+03
## 26 27 28 29 30
## -6.601766e+02 -3.615102e+03 -4.979154e+03 -4.042664e+03 -2.992223e+03
## 31 32 33 34 35
## -2.212120e+03 -4.883669e+02 -3.050096e+03 6.466938e+02 -1.976725e+03
## 36 37 38 39 40
## -2.811295e+02 -2.948013e+03 -2.554264e+03 -5.779550e+03 -2.392469e+03
## 41 42 43 44 45
## -3.564643e+03 1.241851e+03 8.611876e+02 -1.638982e+03 -3.725763e+03
## 46 47 48 49 50
## -1.800427e+03 1.913069e+03 -4.565630e+03 -3.514929e+03 -1.975760e+03
## 51 52 53 54 55
## 3.874256e+03 9.007061e+02 -5.171330e+03 -2.822534e+03 2.710169e+01
## 56 57 58 59 60
## -1.540965e+03 -4.149014e+02 -2.581107e+03 -5.617359e+03 -3.839297e+03
## 61 62 63 64 65
## -4.836014e+03 -1.750169e+03 -1.088220e+03 -4.012233e+03 -2.413389e+03
## 66 67 68 69 70
## -4.551323e+03 -2.362378e+03 -4.512975e+03 1.850811e+03 -3.148944e+03
## 71 72 73 74 75
## -3.297854e+03 -3.781328e+02 -4.239221e+03 -5.499139e+03 -3.747387e+03
## 76 77 78 79 80
## -1.699841e+03 -5.415906e+03 1.862692e+03 -1.803635e+03 -3.817058e+03
## 81 82 83 84 85
## 7.426566e+02 -2.047004e+03 -3.074833e+03 -2.466869e+03 1.883194e+03
## 86 87 88 89 90
## 1.488523e+04 1.983832e+04 1.664550e+04 -9.872866e+02 -3.670949e+03
## 91 92 93 94 95
## -4.526045e+03 -4.928472e+03 -2.942316e+03 -4.581909e+03 -2.001170e+03
## 96 97 98 99 100
## -1.489115e+02 -1.411941e+03 -2.005194e+03 -5.182102e+03 -1.882676e+03
## 101 102 103 104 105
## 3.453596e+00 -1.264075e+03 -1.106638e+03 -1.408219e+03 9.231531e+02
## 106 107 108 109 110
## -2.459618e+02 1.006409e+03 2.987663e+02 3.548766e+03 4.035998e+02
## 111 112 113 114 115
## -1.102451e+03 1.413735e+03 -1.248917e+03 -1.228534e+03 -1.198923e+03
## 116 117 118 119 120
## 1.073755e+03 -7.311728e+02 -2.975748e+01 4.252440e+02 7.848751e+02
## 121 122 123 124 125
## -8.277553e+02 1.337611e+03 -1.433112e+03 -1.161013e+03 2.167570e+03
## 126 127 128 129 130
## 2.312566e+03 -6.350669e+02 -9.992588e+02 -7.657915e+02 -4.416537e+02
## 131 132 133 134 135
## -5.627064e+02 -7.885337e+02 -1.129173e+03 -1.526412e+03 -9.206195e+02
## 136 137 138 139 140
## 1.491044e+03 -1.437609e+03 7.830383e+02 -9.056133e+02 5.556535e+02
## 141 142 143 144 145
## 7.584571e+02 -1.221284e+03 1.450740e+03 -1.314053e+03 7.820537e+02
## 146 147 148 149 150
## -7.994942e+02 6.298687e+02 9.701349e+02 -9.625093e+02 2.882565e+03
## 151 152 153 154 155
## -1.151004e+03 -1.560606e+03 -1.350629e+03 -3.542648e+01 -4.427527e+01
## 156 157 158 159 160
## -6.048325e+02 2.646618e+03 7.713744e+02 -4.744130e+02 4.778114e+02
## 161 162 163 164 165
## 1.385513e+02 -1.186438e+03 -1.367715e+03 2.819493e+03 2.814645e+03
## 166 167 168 169 170
## 3.282172e+03 2.993435e+03 1.584275e+03 1.236307e+03 -3.267936e+02
## 171 172 173 174 175
## -1.690748e+03 -1.334962e+03 -1.427445e+03 4.564095e+02 1.238444e+03
## 176 177 178 179 180
## -8.616243e+02 -7.539215e+02 -1.047975e+03 3.724283e+03 6.621859e+02
## 181 182 183 184 185
## -3.595141e+01 -1.457728e+03 1.712920e+03 -1.729003e+03 -9.854409e+02
## 186 187 188 189 190
## -1.693739e+03 -1.378529e+03 -7.472252e+02 7.378270e+02 -1.908676e+03
## 191 192 193 194 195
## -1.262547e+03 -1.477432e+03 -1.908085e+03 -2.571686e+02 9.877778e+01
## 196 197 198 199 200
## -7.209490e+02 -9.735530e+02 3.565246e+03 -9.504777e+02 3.137786e+03
## 201 202 203 204 205
## 4.042396e+02 2.995868e+02 -7.521625e+01 -2.215182e+03 -8.010102e+02
## 206 207 208 209 210
## -7.843903e+01 5.019819e+03 1.555549e+03 2.336250e+03 -4.561226e+02
## 211 212 213 214 215
## -9.705747e+02 -8.616064e+02 -1.664714e+03 -1.738153e+03 -2.239986e+03
## 216 217 218 219 220
## -2.163401e+03 2.724333e+03 -1.754945e+03 -2.125098e+03 -8.740316e+02
## 221 222 223 224 225
## 1.546534e+03 5.166974e+02 -8.010370e+02 -8.219285e+02 -1.319733e+03
## 226 227 228 229 230
## 1.508876e+03 -2.503231e+03 -1.487558e+03 -5.814391e+02 2.351853e+02
## 231 232 233 234 235
## -1.083200e+02 -2.471389e+03 -1.525484e+03 -5.597591e+02 -7.789511e+02
## 236 237 238 239 240
## 4.992701e+02 -1.270637e+03 -1.176770e+02 -1.031094e+03 -1.490113e+03
## 241 242 243 244 245
## 2.340537e+03 -1.301116e+03 -1.213209e+03 -1.479192e+03 -1.467853e+03
## 246 247 248 249 250
## -9.664376e+02 -1.811782e+03 5.043592e+03 -8.357804e+02 -1.410033e+03
## 251 252 253 254 255
## 3.659442e+03 -1.906875e+03 6.895572e+02 6.480129e+02 6.071653e+03
## 256 257 258 259 260
## 8.415844e+02 -1.388806e+03 1.748935e+02 2.805014e+03 -1.704724e+03
## 261 262 263 264 265
## -2.052378e+03 -1.125733e+03 -1.722677e+03 -1.381550e+03 -1.326922e+03
## 266 267 268 269 270
## -1.141740e+03 5.075125e+03 1.650749e+01 -2.422756e+02 -1.468030e+03
## 271 272 273 274 275
## 2.353296e+03 -1.372119e+03 -1.523946e+03 -4.093509e+01 -1.493699e+02
## 276 277 278 279 280
## -1.149348e+03 4.590018e+03 -1.624775e+03 -1.979947e+03 -9.402702e+02
## 281 282 283 284 285
## -4.693198e+02 2.173523e+03 -7.449299e+01 1.714070e+03 -6.253131e+02
## 286 287 288 289 290
## -9.988311e+02 -2.458174e+03 2.159952e+03 -1.319857e+03 -9.884264e+02
## 291 292 293 294 295
## -1.595229e+03 1.278400e+03 6.543055e+03 1.871855e+03 3.624094e+03
## 296 297 298 299 300
## -3.124103e+02 1.581517e+03 7.015712e+03 -1.649806e+03 1.188767e+03
## 301 302 303 304 305
## -2.484083e+03 1.000893e+02 -7.690139e+02 -1.307543e+03 -6.742952e+02
## 306 307 308 309 310
## 1.319193e+03 -2.365471e+03 -2.804658e+03 -2.279618e+03 -7.597903e+02
## 311 312 313 314 315
## 4.837398e+03 -8.713149e+02 3.407743e+03 -2.824933e+00 -3.754591e+02
## 316 317 318 319 320
## -2.211414e+03 1.525928e+03 -2.216421e+03 -2.085530e+03 2.435914e+03
## 321 322 323 324 325
## 2.589395e+03 5.695979e+03 3.570198e+03 2.074612e+03 1.335396e+03
## 326 327 328 329 330
## -8.142166e+02 2.603688e+03 1.670850e+04 2.207623e+03 -2.141835e+03
## 331 332 333 334 335
## 1.247640e+03 -6.901155e+02 -1.290081e+03 8.778787e+02 4.176117e+03
## 336 337 338 339 340
## -2.134195e+03 -1.343284e+03 -2.275402e+03 -1.744296e+03 -8.782061e+02
## 341 342 343 344 345
## -2.004824e+03 -1.060592e+03 2.772285e+03 -6.232251e+02 -5.651537e+02
## 346 347 348 349 350
## -2.469093e+03 2.369346e+03 -1.928729e+03 -1.614777e+03 -1.635957e+03
## 351 352 353 354 355
## 1.870605e+03 1.826247e+03 1.942342e+03 6.476527e+03 4.177986e+03
## 356 357 358 359 360
## 2.862938e+03 3.164144e+03 -5.172809e+02 3.301729e+03 -2.148696e+03
## 361 362 363 364 365
## -1.357346e+02 -6.612042e+02 -1.925248e+03 -1.603329e+03 -2.673024e+03
## 366 367 368 369 370
## -2.100123e+03 -1.048973e+03 -6.868674e+02 -2.408355e+03 -1.332857e+03
## 371 372 373 374 375
## -1.882082e+03 6.948622e+02 -1.810862e+03 1.470626e+02 5.311692e+02
## 376 377 378 379 380
## -2.042385e+03 -1.551057e+03 -1.475267e+03 2.470942e+03 -1.276398e+03
## 381 382 383 384 385
## -3.108451e+02 2.558391e+03 -6.891447e+01 6.728985e+02 -1.271623e+03
## 386 387 388 389 390
## -2.131388e+03 -2.608206e+02 -1.229662e+03 2.955121e+02 -1.842549e+03
## 391 392 393 394 395
## -1.500518e+03 -7.533102e+02 -2.017037e+03 -1.829380e+03 -1.198377e+02
## 396 397 398 399 400
## -1.938562e+03 -2.317980e+03 7.192133e+02 -2.176279e+03 -2.097624e+03
## 401 402 403 404 405
## -2.276048e+03 -4.263594e+03 -4.875300e+03 -1.477032e+03 -4.269403e+03
## 406 407 408 409 410
## -4.615817e+03 3.730618e+03 -3.373321e+03 5.728360e+03 -4.154243e+03
## 411 412 413 414 415
## -9.636011e+02 -2.399139e+03 -3.172805e+03 -1.197405e+03 -2.881214e+03
## 416 417 418 419 420
## -4.054263e+03 -1.458590e+03 -3.258626e+03 -1.269698e+03 -7.691522e+02
## 421 422 423 424 425
## -4.153999e+03 7.292127e+02 -1.682286e+03 -1.075654e+03 -3.258324e+03
## 426 427 428 429 430
## -1.667647e+03 -4.173933e+03 -1.170957e+03 -2.151821e+03 -1.186466e+03
## 431 432 433 434 435
## -1.755132e+03 -2.058322e+03 2.936452e+03 -1.493654e+03 -3.469277e+03
## 436 437 438 439 440
## -2.769527e+03 -3.453891e+03 -1.794506e+03 -3.085739e+03 -7.592661e+02
## 441 442 443 444 445
## -3.081179e+03 -7.790726e+02 -2.774252e+03 -3.475739e+03 1.449596e+04
## 446 447 448 449 450
## 2.395688e+04 -1.978942e+03 1.285729e+04 4.995337e+03 7.067641e+03
## 451 452 453 454 455
## -3.705991e+03 1.624719e+04 -3.019187e+03 -2.247124e+03 2.904230e+02
## 456 457 458 459 460
## 4.830722e+03 5.034406e+03 -3.174006e+03 -4.184910e+03 -3.406060e+03
## 461 462 463 464 465
## 2.724472e+04 -4.412144e+03 -2.357500e+03 1.646735e+04 -2.592943e+03
## 466 467 468 469 470
## -6.862440e+02 -2.675252e+03 1.233323e+03 4.947285e+02 -3.497456e+03
## 471 472 473 474 475
## -1.656273e+03 -2.779485e+03 -2.559216e+03 -1.818349e+03 4.844927e+03
## 476 477 478 479 480
## -2.969840e+02 -2.570008e+03 7.461503e+02 3.216762e+03 -2.654835e+02
## 481 482 483 484 485
## -6.732420e+02 -6.912493e+02 -2.577519e+03 2.246758e+04 -2.856406e+03
## 486 487 488 489 490
## -2.591630e+03 -2.527249e+02 -1.691529e+03 -2.292925e+03 -2.361897e+03
## 491 492 493 494 495
## -3.461020e+03 -6.653135e+02 4.298349e+02 8.299002e+02 -2.576828e+03
## 496 497 498 499 500
## 6.092482e+02 -4.892953e+02 -2.889848e+03 -2.077998e+03 -1.452135e+03
## 501 502 503 504 505
## 2.963721e+03 -1.853200e+03 -1.653581e+03 2.335415e+03 3.525535e+02
## 506 507 508 509 510
## 9.243929e+02 2.551137e+02 -1.385487e+03 -2.118084e+03 -9.285257e+02
## 511 512 513 514 515
## 9.890866e+02 -1.240671e+03 1.309324e+03 1.251315e+03 1.731808e+03
## 516 517 518 519 520
## 3.092805e+02 3.763656e+03 8.430010e+02 2.083576e+02 -1.805139e+03
## 521 522 523 524 525
## 2.555963e+03 1.063267e+03 6.618905e+03 5.251099e+02 6.085958e+00
## 526 527 528 529 530
## 5.570398e+03 -1.339159e+03 -7.392526e+02 -1.056986e+03 -1.731731e+03
## 531 532 533 534 535
## 6.054578e+02 -1.081280e+03 -9.591722e+02 -4.824482e+02 1.490678e+02
## 536 537 538 539 540
## -8.396480e+02 -1.165305e+03 -5.387892e+02 2.512506e+02 3.648036e+02
## 541 542 543 544 545
## 2.421655e+03 -1.156799e+03 2.611344e+03 -9.275384e+02 5.406378e+03
## 546 547 548 549 550
## 5.409116e+02 1.199903e+02 1.555098e+02 3.208101e+02 -1.800663e+03
## 551 552 553 554 555
## -4.725622e+02 -2.140832e+03 -1.348215e+03 -7.703519e+02 -1.036212e+03
## 556 557 558 559 560
## 8.090805e+02 -1.397895e+03 -1.315905e+02 -1.428379e+03 5.478833e+02
## 561 562 563 564 565
## -9.601021e+02 -1.832938e+03 -1.292701e+03 -7.892569e+01 -1.482243e+02
## 566 567 568 569 570
## -1.472143e+03 -1.301114e+03 -1.943431e+03 -1.166640e+03 -1.115680e+03
## 571 572 573 574 575
## -7.493131e+01 -1.932419e+03 2.838689e+03 -1.384608e+02 3.854974e+03
## 576 577 578 579 580
## 5.746153e+03 -9.259658e+01 8.431057e+02 -1.824296e+03 2.732839e+03
## 581 582 583 584 585
## -1.059542e+03 -1.869507e+03 -1.432104e+03 -2.165312e+03 -1.578698e+03
## 586 587 588 589 590
## -1.288905e+03 1.047520e+03 -1.159458e+03 -9.361352e+02 -4.753713e+02
## 591 592 593 594 595
## -1.571368e+03 -1.059031e+03 2.784010e+02 3.759563e+02 2.081363e+02
## 596 597 598 599 600
## -1.166415e+03 -9.595738e+02 -5.912341e+01 4.102417e+02 -5.322698e+02
## 601 602 603 604 605
## 5.518329e+03 -5.935683e+02 -6.249288e+02 -8.097922e+02 -1.048632e+02
## 606 607 608 609 610
## -9.832598e+02 -8.013177e+02 -1.807672e+02 -5.970425e+02 -4.911612e+02
## 611 612 613 614 615
## 3.316066e+03 3.453731e+03 2.586987e+02 4.772934e+02 1.275206e+03
## 616 617 618 619 620
## -3.124957e+02 -2.078474e+02 3.133108e+02 1.094548e+03 -4.183549e+01
## 621 622 623 624 625
## 1.267869e+03 7.605848e+02 -7.364817e+02 -1.188305e+02 -3.347822e+02
## 626 627 628 629 630
## 1.247621e+03 7.929559e+02 1.286740e+03 -7.144203e+02 7.502503e+02
## 631 632 633 634 635
## -2.194921e+02 -3.127413e+02 3.139965e+02 1.304741e+03 -6.840029e+02
## 636 637 638 639 640
## -1.846952e+03 8.422303e+02 -5.805529e+02 -4.443073e+02 8.740845e+02
## 641 642 643 644 645
## -1.193663e+03 -5.494949e+02 -4.436966e+02 -3.433959e+02 -1.303776e+03
## 646 647 648 649 650
## 2.626756e+02 4.308700e+03 1.102301e+03 2.428769e+02 -1.806674e+03
## 651 652 653 654 655
## -1.285204e+03 -1.638845e+03 -5.302185e+02 -6.861427e+02 -1.141197e+03
## 656 657 658 659 660
## 1.144591e+03 8.738052e+02 4.547231e+02 -1.042293e+03 -1.349758e+03
## 661 662 663 664 665
## -1.597963e+03 2.598233e+02 1.825826e+01 6.567199e+02 1.210508e+03
## 666 667 668 669 670
## 8.800012e+02 -9.281754e+02 -1.223984e+03 -1.486810e+03 7.969502e+02
## 671 672 673 674 675
## 1.109490e+03 -1.333236e+03 7.788836e+02 2.270770e+03 3.293094e+03
## 676 677 678 679 680
## 2.633502e+02 1.272690e+03 1.292760e+03 5.257965e+03 -1.046226e+03
## 681 682 683 684 685
## -1.311967e+02 -9.651071e+02 -1.968684e+03 -2.022534e+03 -2.025664e+03
## 686 687 688 689 690
## -2.019668e+03 -1.895394e+03 -2.004912e+03 -1.910299e+03 -4.818369e+02
## 691 692 693 694 695
## -1.553544e+03 4.784698e+02 -7.206878e+02 -7.290698e+02 -1.917874e+03
## 696 697 698 699 700
## -1.790770e+03 7.725947e+02 1.435701e+03 -1.372591e+03 5.960701e+02
## 701 702 703 704 705
## -2.182529e+02 -6.560003e+02 -5.085351e+02 -3.602431e+02 -6.448887e+02
## 706 707 708 709 710
## -7.526241e+02 -7.459504e+02 3.420349e+03 -4.243044e+01 1.679208e+03
## 711 712 713 714 715
## -8.558338e+02 -1.594478e+03 -7.758955e+02 -9.976719e+02 -4.656648e+02
## 716 717 718 719 720
## -9.030086e+01 -8.851691e+02 -1.506784e+03 -1.886496e+03 5.557734e+01
## 721 722 723 724 725
## 1.176719e+03 -1.695993e+03 -1.015704e+03 -1.275931e+03 -1.471071e+03
## 726 727 728 729 730
## -1.594475e+03 1.870435e+03 3.058971e+03 -1.229123e+03 2.162924e+03
## 731 732 733 734 735
## 2.997277e+03 -7.127188e+02 -1.471759e+03 7.824419e+03 -2.878331e+02
## 736 737 738 739 740
## -1.060462e+03 -1.023510e+03 2.181850e+02 2.463608e+03 1.492743e+03
## 741 742 743 744 745
## 2.456836e+03 -1.751759e+03 -9.345994e+02 -1.737602e+03 -1.823232e+03
## 746 747 748 749 750
## -1.715483e+03 -2.086719e+03 2.874069e+03 1.540535e+03 3.089803e+03
## 751 752 753 754 755
## -1.428744e+02 2.014816e+03 1.516864e+03 3.188628e+03 -3.098566e+02
## 756 757 758 759 760
## -1.630055e+03 5.570118e+03 1.194872e+03 -1.182510e+03 2.476238e+02
## 761 762 763 764 765
## 1.875477e+03 -6.923730e+02 -7.048858e+02 -1.159776e+03 -1.140499e+03
## 766 767 768 769 770
## -1.166053e+03 -7.540322e+02 2.600050e+02 -2.159130e+03 3.657426e+01
## 771 772 773 774 775
## 8.720086e+02 -9.507604e+02 -1.901780e+02 2.265871e+03 8.979128e+02
## 776 777 778 779 780
## 1.457862e+03 2.860691e+03 1.313056e+03 -2.925949e+02 -1.003576e+03
## 781 782 783 784 785
## -2.937109e+02 -2.202267e+03 -1.686589e+03 -2.101457e+03 7.090076e+02
## 786 787 788 789 790
## 5.897591e+03 -2.448590e+02 -8.093361e+02 -9.538185e+02 -6.470220e+02
## 791 792 793 794 795
## -2.086633e+03 -2.190904e+03 8.340143e+02 -2.669657e+02 -2.056647e+03
## 796 797 798 799 800
## -5.610658e+02 -1.301150e+03 -1.636068e+03 -1.183708e+03 -1.818102e+03
## 801 802 803 804 805
## 3.041732e+03 3.054709e+03 -4.700136e+02 -2.592159e+02 -1.187322e+03
## 806 807 808 809 810
## -1.082462e+03 -1.931066e+03 8.893190e+02 9.362797e+02 2.508640e+03
## 811 812 813 814 815
## -3.190992e+02 -2.050642e+03 -1.983975e+03 -1.636304e+03 -2.127928e+03
## 816 817 818 819 820
## 1.916835e+03 -1.971759e+03 -1.942967e+03 4.028396e+03 -2.029865e+03
## 821 822 823 824 825
## -5.751368e+02 -1.155583e+03 -1.086151e+03 -1.297111e+03 -1.962834e+03
## 826 827 828 829 830
## 3.109771e+02 -1.607050e+03 -1.946394e+03 -1.129530e+03 -1.925569e+03
## 831 832 833 834 835
## -2.094716e+03 -1.034764e+03 1.612226e+03 -6.942669e+02 3.968649e+00
## 836 837 838 839 840
## 6.502481e+02 -4.824875e+02 -9.089435e+02 -2.103701e+03 2.964483e+03
## 841 842 843 844 845
## -1.473373e+03 -1.016631e+03 -2.121159e+03 -1.987208e+03 -8.714459e+02
## 846 847 848 849 850
## 5.899105e+03 -9.685501e+02 4.737074e+02 1.974514e+03 1.631854e+03
## 851 852 853 854 855
## -1.077137e+03 -1.214331e+03 -1.045563e+03 -1.133858e+03 -1.151155e+03
## 856 857 858 859 860
## 4.143588e+02 1.407430e+03 -1.978211e+03 3.141323e+01 -5.131068e-01
## 861 862 863 864 865
## 1.379610e+03 4.445299e+03 2.022410e+02 2.431784e+03 2.532223e+03
## 866 867 868 869 870
## -1.264298e+03 -2.026025e+03 6.243843e+02 4.937161e+02 -4.434297e+02
## 871 872 873 874 875
## 1.706097e+03 -2.114975e+03 -2.454049e+02 -9.544271e+02 -1.366934e+03
## 876 877 878 879 880
## -1.353450e+01 -5.449414e+02 6.912507e+02 1.103952e+03 -7.316400e+02
## 881 882 883 884 885
## -2.037987e+03 -9.791254e+01 2.926132e+03 -1.516702e+03 9.508780e+02
## 886 887 888 889 890
## -1.099051e+03 -1.644736e+03 1.479109e+03 7.607223e+03 -8.291191e+02
## 891 892 893 894 895
## 4.872544e+02 2.436616e+03 5.308849e+03 5.129120e+02 1.629515e+02
## 896 897 898 899 900
## -1.019965e+03 1.604042e+03 1.043541e+03 -9.555300e+02 6.234354e+01
## 901 902 903 904 905
## 9.705688e+03 -9.026979e+01 4.047929e+03 -9.564865e+02 -1.970411e+03
## 906 907 908 909 910
## 6.348293e+01 1.686876e+01 -1.973874e+03 -8.194569e+02 1.160009e+04
## 911 912 913 914 915
## 1.880853e+03 4.829857e+03 -1.132907e+03 -9.256182e+02 -2.533283e+03
## 916 917 918 919 920
## 7.715536e+02 2.497215e+02 4.409972e+03 -2.152975e+03 -1.522488e+03
## 921 922 923 924 925
## 1.157891e+04 -6.045572e+02 3.466380e+03 -1.045343e+03 -1.159962e+03
## 926 927 928 929 930
## -1.836946e+03 3.831423e+02 1.383349e+02 7.737496e+03 -2.644471e+03
## 931 932 933 934 935
## -1.616268e+03 1.060505e+04 2.174841e+03 4.093880e+03 -1.345550e+03
## 936 937 938 939 940
## -9.480649e+02 -2.488919e+03 6.040767e+02 -9.913079e+02 1.012700e+04
## 941 942 943 944 945
## 6.919836e+02 2.281096e+04 3.256358e+03 3.832817e+02 -1.528068e+03
## 946 947 948 949 950
## -2.080637e+03 5.064996e+02 -1.243735e+03 -1.601732e+03 -1.562329e+03
## 951 952 953 954 955
## -1.574561e+03 -2.867323e+03 -2.753668e+03 -2.494742e+03 -2.469769e+03
## 956 957 958 959 960
## -2.705508e+03 1.816475e+03 3.934274e+03 -2.533733e+03 -2.726112e+03
## 961 962 963 964 965
## -3.109673e+03 -2.088871e+03 -3.987159e+02 -2.897010e+03 -1.734581e+03
## 966 967 968 969 970
## -7.851186e+02 -9.107131e+02 5.301495e+02 7.388990e+02 -2.392281e+03
## 971 972 973 974 975
## -1.097315e+03 -2.046447e+03 -2.571900e+03 -1.996959e+03 -2.526638e+03
## 976 977 978 979 980
## -5.311393e+02 -6.433655e+02 -2.284256e+03 -2.363634e+03 -3.191873e+02
## 981 982 983 984 985
## -3.294842e+02 -1.841187e+03 -2.131912e+03 -2.275553e+03 -1.905527e+03
## 986 987 988 989 990
## -4.918650e+02 -2.201747e+03 -2.163814e+03 -2.737044e+03 -4.764767e+02
## 991 992 993 994 995
## -8.024436e+02 -2.582452e+03 -3.032832e+03 -1.999066e+03 -1.025586e+02
## 996 997 998 999 1000
## -1.766432e+03 -2.054978e+03 -2.654625e+03 -1.254675e+03 -2.750460e+03
## 1001 1002 1003 1004 1005
## 3.983615e+03 5.236011e+03 -1.222816e+03 -1.629214e+03 -1.187156e+03
## 1006 1007 1008 1009 1010
## -1.357027e+03 -1.703568e+03 -1.029947e+03 -2.995443e+02 -8.367631e+02
## 1011 1012 1013 1014 1015
## 1.740971e+03 1.293329e+03 6.925154e+03 6.680660e+03 -7.754278e+02
## 1016 1017 1018 1019 1020
## -1.025696e+03 1.431686e+03 -1.801736e+03 -1.046843e+03 1.420452e+03
## 1021 1022 1023 1024 1025
## 1.449367e+03 -8.197714e+02 -1.054320e+03 5.478213e+03 5.346650e+03
## 1026 1027 1028 1029 1030
## 5.337361e+03 -3.552088e+02 -1.490615e+03 9.689581e+02 1.918731e+03
## 1031 1032 1033 1034 1035
## -1.475536e+03 2.418352e+02 1.026874e+03 -1.534956e+03 -1.270214e+03
## 1036 1037 1038 1039 1040
## -1.856192e+03 -1.638793e+03 6.424295e+03 -4.499707e+02 -1.051404e+03
## 1041 1042 1043 1044 1045
## -9.844844e+02 -8.182538e+02 -4.810677e+02 7.567618e+03 -1.599072e+03
## 1046 1047 1048 1049 1050
## -1.271375e+03 -1.372949e+03 -1.417164e+03 -1.479087e+03 -1.879229e+03
## 1051 1052 1053 1054 1055
## -7.150733e+02 -2.019752e+03 -1.094064e+03 -1.970870e+03 -1.547901e+03
## 1056 1057 1058 1059 1060
## -1.464481e+03 -2.084367e+03 -1.456314e+03 -1.579248e+03 -1.561763e+03
## 1061 1062 1063 1064 1065
## -1.679025e+03 -1.692684e+03 -2.198763e+03 -1.773715e+03 -7.231245e+02
## 1066 1067 1068 1069 1070
## -2.391932e+02 -9.740571e+02 -1.174526e+02 -1.634097e+03 6.886801e+02
## 1071 1072 1073 1074 1075
## -1.783592e+03 -1.607754e+03 -2.563024e+02 -4.756670e+02 5.379765e+03
## 1076 1077 1078 1079 1080
## 2.845122e+03 3.782144e+02 2.378372e+03 -5.599902e+02 -9.876291e+02
## 1081 1082 1083 1084 1085
## -2.162357e+03 -1.507634e+03 -5.923548e+02 -2.088136e+03 -2.027482e+03
## 1086 1087 1088 1089 1090
## -1.989334e+03 -2.540749e+02 -9.986423e+01 2.838029e+03 -5.584797e+02
## 1091 1092 1093 1094 1095
## -1.667174e+03 1.393485e+03 -1.922004e+03 -1.489645e+03 -1.523290e+03
## 1096 1097 1098 1099 1100
## -2.156266e+02 1.700493e+03 4.839749e+03 2.373603e+03 -7.775528e+02
## 1101 1102 1103 1104 1105
## -1.016997e+03 1.066386e+02 -1.226774e+03 -1.425059e+03 -1.085216e+03
## 1106 1107 1108 1109 1110
## 6.266452e+02 -1.105560e+03 -1.415425e+03 -1.525490e+03 -1.302143e+03
## 1111 1112 1113 1114 1115
## -5.987638e+02 -1.136294e+03 -1.815274e+03 -1.672694e+03 -2.797646e+02
## 1116 1117 1118 1119 1120
## -1.046394e+03 -9.269251e+02 -1.291835e+03 -1.046948e+03 -8.632738e+02
## 1121 1122 1123 1124 1125
## -1.014392e+03 -1.123355e+03 8.823708e+02 -8.676715e+02 -2.559961e+02
## 1126 1127 1128 1129 1130
## -9.688416e+02 -2.817953e+02 -1.489551e+03 -4.050651e+02 -9.710060e+02
## 1131 1132 1133 1134 1135
## -5.012454e+02 2.872274e+03 -6.191194e+02 -1.809021e+02 -9.221041e+02
## 1136 1137 1138 1139 1140
## -1.736652e+03 -7.913845e+02 4.218771e+02 -5.877732e+02 1.763379e+03
## 1141 1142 1143 1144 1145
## -2.701126e+02 6.803370e+02 -1.493673e+03 -1.077424e+03 3.902180e+03
## 1146 1147 1148 1149 1150
## -1.825883e+02 5.540897e+03 2.520307e+03 8.917982e+02 -4.891745e+02
## 1151 1152 1153 1154 1155
## -1.556578e+02 -3.693295e+02 -1.281435e+03 8.072899e+02 3.378765e+03
## 1156 1157 1158 1159 1160
## 1.994212e+02 -6.519963e+02 -9.924134e+02 -1.627276e+03 -1.675286e+03
## 1161 1162 1163 1164 1165
## 1.539223e+03 3.797624e+03 1.570233e+03 5.499701e+03 -1.170273e+03
## 1166 1167 1168 1169 1170
## 6.792994e+03 2.528165e+03 5.271473e+02 5.716864e+02 -9.664779e+02
## 1171 1172 1173 1174 1175
## -9.334698e+02 -5.871006e+02 -1.905274e+02 2.344559e+03 4.379946e+03
## 1176 1177 1178 1179 1180
## -1.445972e+03 -9.054007e+02 -1.404324e+03 -1.935983e+01 -4.317961e+02
## 1181 1182 1183 1184 1185
## -8.514537e+02 -1.138141e+03 -1.093576e+03 4.137772e+03 9.849116e+02
## 1186 1187 1188 1189 1190
## -7.494080e+02 -6.508938e+02 -1.419763e+03 -6.174927e+02 -9.584409e+02
## 1191 1192 1193 1194 1195
## -6.184613e+02 5.800036e+03 7.616102e+02 -4.362782e+02 -3.067130e+02
## 1196 1197 1198 1199 1200
## -7.615032e+02 -1.221733e+02 -1.552956e+03 -1.506453e+03 -1.227327e+03
## 1201 1202 1203 1204 1205
## -2.142647e+03 -2.442114e+03 -1.436903e+03 2.656210e+03 -1.932544e+03
## 1206 1207 1208 1209 1210
## -1.946390e+03 -7.424845e+02 -2.130277e+03 -2.323126e+03 -2.732948e+03
## 1211 1212 1213 1214 1215
## -1.027820e+03 -6.343471e+02 3.671769e+03 -1.446991e+03 -8.273362e+02
## 1216 1217 1218 1219 1220
## -1.945198e+03 -2.516218e+03 -1.948564e+03 -1.635845e+03 -1.836972e+03
## 1221 1222 1223 1224 1225
## -2.233692e+03 -2.487828e+03 -2.445742e+03 -1.328868e+03 6.147972e+02
## 1226 1227 1228 1229 1230
## 1.262148e+03 1.499083e+03 1.169235e+03 1.439092e+03 -1.089675e+03
## 1231 1232 1233 1234 1235
## -9.312847e+02 1.069326e+03 -1.749187e+03 -1.942838e+03 -4.451818e+02
## 1236 1237 1238 1239 1240
## -1.952628e+03 -1.734798e+03 -4.483170e+02 3.071968e+03 5.473771e+02
## 1241 1242 1243 1244 1245
## 1.557228e+03 -4.315691e+02 -2.132594e+03 -1.448424e+03 -1.344102e+03
## 1246 1247 1248 1249 1250
## -1.330452e+03 7.775886e+02 6.975751e+02 -8.602264e+02 6.997160e+02
## 1251 1252 1253 1254 1255
## 1.308644e+03 2.890619e+02 7.632094e+02 -9.336082e+02 -1.038975e+03
## 1256 1257 1258 1259 1260
## 5.525097e+02 6.476325e+02 1.037161e+03 1.210856e+03 -1.110027e+03
## 1261 1262 1263 1264 1265
## -9.565024e+02 5.102602e+02 4.064201e+02 -9.486521e+02 -1.316664e+02
## 1266 1267 1268 1269 1270
## 6.622864e+01 2.519461e+02 3.461090e+03 -3.367663e+02 2.568872e+02
## 1271 1272 1273 1274 1275
## 7.427013e+03 -9.160874e+02 -1.134468e+03 2.996818e+02 -6.984358e+02
## 1276 1277 1278 1279 1280
## 6.670733e+03 -9.837362e+02 -1.112127e+02 -4.360428e+02 -5.814793e+02
## 1281 1282 1283 1284 1285
## -2.771350e+01 2.257474e+03 -2.957301e+01 -9.896591e+01 6.497458e+03
## 1286 1287 1288 1289 1290
## -9.853713e+02 1.941600e+03 4.203959e+03 -1.350713e+03 -1.232270e+03
## 1291 1292 1293 1294 1295
## -1.426197e+03 1.862119e+03 4.203427e+03 3.162768e+03 -1.649266e+03
## 1296 1297 1298 1299 1300
## 2.761261e+03 3.047659e+03 -1.645632e+03 2.154756e+03 -1.235435e+03
## 1301 1302 1303 1304 1305
## -2.265442e+03 -2.477263e+03 -9.106996e+02 -1.141318e+03 -1.248346e+03
## 1306 1307 1308 1309 1310
## 6.399966e+03 1.055377e+04 7.538447e+03 -1.447323e+03 -5.207927e+02
## 1311 1312 1313 1314 1315
## 5.090334e+03 -2.514067e+03 -2.625431e+03 -2.299505e+03 -2.469488e+03
## 1316 1317 1318 1319 1320
## -2.640317e+03 -2.416619e+03 -2.553756e+03 -2.376952e+03 -2.425224e+03
## 1321 1322 1323 1324 1325
## -2.131692e+03 -1.892928e+03 -2.149932e+03 1.673368e+03 -2.321624e+03
## 1326 1327 1328 1329 1330
## -1.930704e+03 -2.259716e+03 3.053214e+03 1.620417e+02 2.267216e+02
## 1331 1332 1333 1334 1335
## -1.839967e+03 -2.061300e+03 -1.480693e+03 6.455615e+03 1.886552e+03
## 1336 1337 1338 1339 1340
## 3.014240e+03 4.658205e+03 5.314405e+03 2.953300e+03 3.812982e+03
## 1341 1342 1343 1344 1345
## -1.805582e+03 -2.140389e+03 5.521990e+03 -3.938207e+03 1.474994e+03
## 1346 1347 1348 1349 1350
## -1.617440e+03 9.288723e+02 1.277804e+03 -2.868767e+03 3.283830e+03
## 1351 1352 1353 1354 1355
## -1.932360e+03 1.755775e+03 -1.574547e+03 -3.204218e+03 -1.762755e+03
## 1356 1357 1358 1359 1360
## -2.190807e+03 -2.278944e+03 -2.002312e+03 -1.674835e+03 -1.930359e+03
## 1361 1362 1363 1364 1365
## -2.182515e+03 2.672412e+03 -2.523989e+03 -2.648366e+03 -2.605687e+03
## 1366 1367 1368 1369 1370
## -2.489796e+03 -2.561727e+03 -2.441896e+03 -2.402855e+03 8.482996e+02
## 1371 1372 1373 1374 1375
## 5.196432e+03 4.586439e+02 3.442630e+03 -1.222833e+03 -1.872784e+03
## 1376 1377 1378 1379 1380
## -2.650831e+03 -2.537176e+03 -1.334832e+03 6.118529e+03 1.013425e+03
## 1381 1382 1383 1384 1385
## 1.199661e+03 3.139000e+03 -2.661415e+03 -1.939002e+03 1.143122e+03
## 1386 1387 1388 1389 1390
## -2.114357e+03 5.155010e+03 9.706742e+02 5.023842e+02 9.567537e+02
## 1391 1392 1393 1394 1395
## 2.624614e+03 -2.130135e+03 -1.356222e+03 -2.549959e+03 -1.748786e+03
## 1396 1397 1398 1399 1400
## 6.947783e+03 -1.968095e+03 6.966155e+02 6.695645e+03 4.478158e+02
## 1401 1402 1403 1404 1405
## 4.439907e+03 -8.192270e+02 -6.356044e+02 -1.589800e+02 -1.378882e+03
## 1406 1407 1408 1409 1410
## 1.343177e+03 3.879192e+02 -1.530459e+03 -1.142976e+03 -9.728968e+02
## 1411 1412 1413 1414 1415
## 6.661465e+03 1.250861e+03 1.528200e+03 -2.280725e+02 -1.222712e+03
## 1416 1417 1418 1419 1420
## -1.556294e+03 -2.153117e+03 5.936291e+03 3.376716e+03 -4.729307e+02
## 1421 1422 1423 1424 1425
## 3.336934e+03 -1.024842e+03 8.498540e+03 -1.993091e+03 -2.038959e+03
## 1426 1427 1428 1429 1430
## 1.803698e+03 1.426257e+03 1.810272e+03 2.994975e+03 -1.624687e+03
## 1431 1432 1433 1434 1435
## -1.622622e+03 -1.442783e+03 -1.178490e+03 -8.631994e+02 6.688639e+03
## 1436 1437 1438 1439 1440
## -1.430196e+03 -4.062687e+02 2.599131e+03 3.188509e+03 -1.920259e+03
## 1441 1442 1443 1444 1445
## -1.502149e+03 -8.680155e+02 -1.803780e+03 -1.535891e+03 8.056309e+03
## 1446 1447 1448 1449 1450
## -1.606140e+03 -1.379440e+03 -1.565176e+03 3.598270e+03 6.105516e+02
## 1451 1452 1453 1454 1455
## 3.063604e+03 9.456654e+02 1.850781e+03 -2.005429e+03 -1.198968e+03
## 1456 1457 1458 1459 1460
## -7.750286e+02 -1.793738e+03 -1.295313e+03 -2.303934e+03 -1.989640e+03
## 1461 1462 1463 1464 1465
## -2.883197e+03 -1.794501e+03 -2.624417e+03 5.287526e+03 -5.788594e+02
## 1466 1467 1468 1469 1470
## 3.619069e+03 -1.296146e+03 -2.200968e+03 -2.691790e+02 1.355330e+03
## 1471 1472 1473 1474 1475
## 3.921125e+03 -1.301862e+03 3.939342e+03 -1.954363e+03 -1.739500e+03
## 1476 1477 1478 1479 1480
## 3.404878e+02 6.281336e+02 3.747750e+03 -2.130545e+03 -1.711198e+03
## 1481 1482 1483 1484 1485
## -2.039625e+03 -1.351151e+03 -1.809492e+03 -1.110157e+03 -1.781026e+03
## 1486 1487 1488 1489 1490
## -2.145787e+03 -2.706829e+03 -2.887328e+03 -1.964775e+03 1.707479e+03
## 1491 1492 1493 1494 1495
## -2.989554e+02 -9.106574e+02 3.222286e+01 3.990866e+02 -2.230767e+03
## 1496 1497 1498 1499 1500
## -2.027297e+03 -2.214361e+03 -2.511255e+03 -3.854842e+02 -2.074355e+03
## 1501 1502 1503 1504 1505
## -6.863122e+02 1.370166e+02 4.016447e+03 -9.490517e+01 -6.052738e+02
## 1506 1507 1508 1509 1510
## 6.174370e+01 1.843988e+02 -9.380203e+01 -1.102530e+03 -1.136035e+03
## 1511 1512 1513 1514 1515
## -8.988813e+02 -2.195647e+02 -8.194400e+01 -1.271179e+02 -8.780682e+01
## 1516 1517 1518 1519 1520
## 1.172991e+03 6.922124e+02 6.467586e+02 1.736868e+03 -7.723491e+02
## 1521 1522 1523 1524 1525
## -7.028067e+02 -1.147626e+03 -7.408369e+02 -1.176677e+03 6.520760e+02
## 1526 1527 1528 1529 1530
## -1.207034e+03 2.293653e+01 3.803182e+03 1.534618e+02 -1.283179e+01
## 1531 1532 1533 1534 1535
## 2.410020e+02 1.711517e+03 -6.807349e+02 -1.053182e+03 -1.058854e+03
## 1536 1537 1538 1539 1540
## -9.959784e+02 4.947435e+02 6.518129e+02 1.431945e+03 1.522290e+03
## 1541 1542 1543 1544 1545
## -9.555437e+02 -1.113300e+03 -4.824779e+02 -1.215521e+03 9.185781e+02
## 1546 1547 1548 1549 1550
## 2.714704e+02 3.659147e+03 1.451882e+01 -4.742043e+02 -6.529484e+02
## 1551 1552 1553 1554 1555
## -5.674574e+02 -9.510557e+02 -1.016618e+03 -1.252084e+03 1.007517e+03
## 1556 1557 1558 1559 1560
## -4.520228e+02 3.358527e+02 -9.400261e+02 -8.722482e+02 -1.022887e+03
## 1561 1562 1563 1564 1565
## -1.181977e+03 -1.186723e+03 -1.372414e+03 -6.416290e+02 1.464589e+02
## 1566 1567 1568 1569 1570
## 3.777810e+03 3.692527e+01 -2.429566e+02 -7.456245e+00 1.552839e+03
## 1571 1572 1573 1574 1575
## -8.944430e+02 -1.000080e+03 -1.305309e+03 -1.063168e+03 -9.464404e+02
## 1576 1577 1578 1579 1580
## 5.888054e+02 1.017966e+03 1.222913e+03 8.904472e+02 1.595227e+03
## 1581 1582 1583 1584 1585
## -8.540206e+02 4.206416e+02 -1.017477e+03 -5.698942e+02 -1.112093e+03
## 1586 1587 1588 1589 1590
## 8.507210e+02 -9.369729e+02 3.539038e+02 3.239859e+02 2.321164e+02
## 1591 1592 1593 1594 1595
## -1.088482e+03 -9.433363e+02 -1.331854e+03 3.340282e+02 -6.360208e+02
## 1596 1597 1598 1599 1600
## 3.313266e+03 3.381584e+03 1.590584e+03 -1.151531e+03 -1.034952e+03
## 1601 1602 1603 1604 1605
## -9.330796e+02 -8.599429e+02 -8.710988e+02 6.591451e+02 4.558865e+02
## 1606 1607 1608 1609 1610
## -1.010389e+03 -9.764379e+02 -8.891321e+02 -5.903154e+02 5.708077e+02
## 1611 1612 1613 1614 1615
## -8.234656e+02 -6.634979e+02 -1.100455e+03 -4.579613e+02 1.562581e+03
## 1616 1617 1618 1619 1620
## -7.701149e+02 -7.819587e+02 -1.957101e+02 -8.622831e+02 -1.542932e+02
## 1621 1622 1623 1624 1625
## 1.143177e+03 -4.325954e+02 -7.967428e+02 -1.012079e+03 -1.490354e+02
## 1626 1627 1628 1629 1630
## 3.559879e+03 -3.977313e+02 3.704340e+03 -5.794494e+02 -7.148473e+02
## 1631 1632 1633 1634 1635
## -5.928718e+02 8.478623e+02 -5.355340e+02 1.258515e+03 1.711182e+02
## 1636 1637 1638 1639 1640
## 5.786229e+00 1.045271e+03 -5.174799e+02 -2.406067e+02 2.896347e+03
## 1641 1642 1643 1644 1645
## -7.238627e+02 -8.544486e+02 -9.455163e+02 -5.301595e+02 4.841826e+02
## 1646 1647 1648 1649 1650
## 5.753989e+02 4.734740e+01 -1.004786e+03 1.145600e+02 4.015086e+03
## 1651 1652 1653 1654 1655
## -4.518548e+02 -2.085686e+02 -9.395496e+02 2.878872e+03 3.148868e+03
## 1656 1657 1658 1659 1660
## 8.933890e+01 1.084073e+03 9.279343e+02 -6.419751e+02 1.192202e+02
## 1661 1662 1663 1664 1665
## -7.162300e+02 7.191068e+02 -6.561842e+02 4.462222e+02 3.663919e+02
## 1666 1667 1668 1669 1670
## 2.866921e+03 -2.930037e+02 -2.898700e+02 6.695263e+02 2.170398e+03
## 1671 1672 1673 1674 1675
## -5.185877e+02 -7.424260e+02 2.406276e+03 -1.019903e+03 2.141797e+02
## 1676 1677 1678 1679 1680
## -2.363810e+02 -8.212754e+02 -6.769318e+02 -8.178282e+02 -6.540057e+02
## 1681 1682 1683 1684 1685
## -7.519846e+02 9.582627e+01 2.180720e+03 -2.274516e+02 -8.360103e+02
## 1686 1687 1688 1689 1690
## -7.393183e+02 -7.354189e+02 3.053133e+02 -9.756470e+02 -9.393900e+02
## 1691 1692 1693 1694 1695
## -9.591826e+02 -3.332833e+02 -4.193620e+02 -4.246054e+02 -9.025726e+02
## 1696 1697 1698 1699 1700
## -1.130769e+03 -6.755811e+02 -9.196934e+02 -7.872449e+02 -3.965057e+02
## 1701 1702 1703 1704 1705
## 4.930748e+01 -1.298567e+03 -1.684427e+03 -9.776743e+02 2.129002e+03
## 1706 1707 1708 1709 1710
## 1.457227e+03 1.075976e+03 -4.302489e+02 -1.528908e+02 -5.902596e+02
## 1711 1712 1713 1714 1715
## -1.202529e+03 -1.527994e+03 -1.582710e+03 -1.164136e+03 -1.315486e+03
## 1716 1717 1718 1719 1720
## -1.514595e+03 -1.015173e+03 1.568151e+03 -7.545537e+02 6.814083e+02
## 1721 1722 1723 1724 1725
## -1.330816e+03 -1.528420e+03 -4.585716e+01 -1.170798e+03 5.910586e+01
## 1726 1727 1728 1729 1730
## -1.089781e+02 -1.560219e+03 -1.303604e+03 -1.406434e+03 -1.070457e+03
## 1731 1732 1733 1734 1735
## -1.132525e+03 -1.057773e+03 -1.689746e+03 -1.409849e+03 -1.259497e+03
## 1736 1737 1738 1739 1740
## -1.493943e+03 -7.669851e+02 -1.341546e+03 -4.671225e+02 -1.552351e+03
## 1741 1742 1743 1744 1745
## 5.688627e+02 -3.585637e+02 -6.331169e+01 -1.302195e+03 -1.714718e+03
## 1746 1747 1748 1749 1750
## -1.806649e+03 -1.466362e+03 -1.478069e+03 -1.275176e+03 3.853526e+03
## 1751 1752 1753 1754 1755
## 4.266514e+03 -9.528895e+02 3.163109e+03 3.390670e+03 -1.961423e+02
## 1756 1757 1758 1759 1760
## -8.898197e+02 -1.500938e+03 7.111746e+02 5.020563e+02 6.461128e+02
## 1761 1762 1763 1764 1765
## 6.863760e+02 1.749716e+03 7.003857e+03 -1.108350e+03 -7.948240e+02
## 1766 1767 1768 1769 1770
## -1.675678e+03 -1.773084e+03 4.727697e+02 1.069025e+03 -9.018222e+02
## 1771 1772 1773 1774 1775
## -2.165482e+02 -2.091014e+02 -1.915365e+02 1.250847e+02 9.050655e+02
## 1776 1777 1778 1779 1780
## 1.737152e+03 8.179981e+02 -5.849346e+02 4.592740e+03 4.622196e+03
## 1781 1782 1783 1784 1785
## -1.856413e+02 2.744504e+03 4.336047e+03 -1.581866e+03 -1.641607e+03
## 1786 1787 1788 1789 1790
## -1.434360e+03 3.076060e+02 3.618268e+02 -1.184346e+02 1.531337e+03
## 1791 1792 1793 1794 1795
## 7.006607e+03 -1.294220e+03 1.492655e+02 -1.082360e+03 -1.930506e+03
## 1796 1797 1798 1799 1800
## 9.908813e+01 -1.414339e+03 1.264972e+02 3.974241e+03 -4.889915e+02
## 1801 1802 1803 1804 1805
## 8.573386e+02 -1.475198e+03 -2.047997e+03 -1.115953e+03 -1.094836e+03
## 1806 1807 1808 1809 1810
## -2.246588e+03 2.586684e+04 -2.209684e+03 2.676230e+03 -2.225272e+03
## 1811 1812 1813 1814 1815
## -1.710661e+03 -9.217101e+02 7.709331e+02 -1.090847e+03 -1.174484e+03
## 1816 1817 1818 1819 1820
## -4.451481e+02 -1.010912e+03 -1.334949e+03 -1.679392e+03 -1.973398e+03
## 1821 1822 1823 1824 1825
## -7.895417e+02 -1.487852e+03 -2.218141e+03 -2.271085e+03 -1.280637e+03
## 1826 1827 1828 1829 1830
## 9.303321e+02 -2.054555e+03 -3.068296e+02 -1.654858e+03 -2.170697e+03
## 1831 1832 1833 1834 1835
## 3.710663e+03 4.143729e+03 -1.322397e+03 -1.718050e+03 -1.433327e+03
## 1836 1837 1838 1839 1840
## -2.185622e+03 -1.316444e+03 -1.374918e+03 -2.076177e+03 -1.492743e+03
## 1841 1842 1843 1844 1845
## 2.164488e+01 7.757852e+02 1.201159e+03 -6.260404e+02 3.306118e+02
## 1846 1847 1848 1849 1850
## 1.063515e+03 6.162165e+03 -1.418773e+03 -8.242492e+02 1.178713e+03
## 1851 1852 1853 1854 1855
## -2.550650e+03 -1.116071e+03 -5.912447e+02 1.200225e+03 -1.631670e+03
## 1856 1857 1858 1859 1860
## -5.359621e+02 1.131402e+03 1.050623e+03 1.563852e+03 -4.672905e+02
## 1861 1862 1863 1864 1865
## 3.745823e+03 -3.306669e+02 -9.290327e+02 3.130916e+03 4.126734e+03
## 1866 1867 1868 1869 1870
## 3.211064e+03 2.686064e+03 4.019384e+03 -1.946723e+03 -2.319147e+03
## 1871 1872 1873 1874 1875
## -7.435106e+02 3.159018e+03 -1.405280e+03 4.483816e+02 1.271317e+03
## 1876 1877 1878 1879 1880
## 1.785605e+03 7.959687e+03 -1.684521e+03 2.734274e+03 -1.273476e+03
## 1881 1882 1883 1884 1885
## -4.633173e+00 -2.256806e+03 -9.902419e+01 1.709908e+03 -1.704675e+03
## 1886 1887 1888 1889 1890
## -1.492034e+03 -2.942254e+03 -1.524157e+03 -5.652024e+02 -2.481631e+03
## 1891 1892 1893 1894 1895
## -1.419729e+03 -2.266929e+03 3.738183e+03 -1.199391e+03 -5.671948e+02
## 1896 1897 1898 1899 1900
## -1.697055e+03 -1.811514e+03 -2.023790e+03 -2.121742e+03 -8.791499e+02
## 1901 1902 1903 1904 1905
## 7.857489e+02 1.096424e+03 1.105994e+03 5.358726e+02 1.344921e+03
## 1906 1907 1908 1909 1910
## 2.745269e+03 7.790681e+03 -4.280501e+02 -4.018179e+02 -6.046063e+02
## 1911 1912 1913 1914 1915
## -6.735412e+02 1.426441e+03 -1.642817e+02 6.847223e+02 1.332791e+03
## 1916 1917 1918 1919 1920
## -1.019813e+03 -8.829238e+02 -3.106510e+02 7.217606e+02 -5.214105e+02
## 1921 1922 1923 1924 1925
## -9.282656e+02 -9.593760e+02 -9.287158e+02 2.408399e+03 2.822883e+02
## 1926 1927 1928 1929 1930
## -1.212153e+02 -2.051834e+02 -1.049244e+03 -7.698568e+02 -1.135687e+03
## 1931 1932 1933 1934 1935
## -7.222779e+02 -1.266727e+02 -2.858704e+02 1.593595e+03 -2.264365e+02
## 1936 1937 1938 1939 1940
## -5.632650e+02 -1.065379e+03 -7.809341e+02 -1.053241e+03 -3.910362e+02
## 1941 1942 1943 1944 1945
## -1.119925e+03 1.608024e+02 -8.346623e+02 1.808684e+03 -9.415150e+02
## 1946 1947 1948 1949 1950
## 4.352174e+02 2.558454e+03 -3.160796e+02 -8.795231e+02 -1.103812e+03
## 1951 1952 1953 1954 1955
## 2.568764e+03 7.359382e+02 -2.788134e+02 -3.707415e+02 -7.415931e+02
## 1956 1957 1958 1959 1960
## -1.017614e+03 -4.962008e+02 -6.859444e+02 -7.527445e+02 -1.019574e+03
## 1961 1962 1963 1964 1965
## -1.262673e+03 -6.778138e+02 1.644471e+03 -2.327635e+01 -9.466158e+02
## 1966 1967 1968 1969 1970
## -6.332466e+02 -9.754050e+02 -1.125655e+03 4.942559e+03 -4.275718e+02
## 1971 1972 1973 1974 1975
## -6.566431e+02 -7.617684e+02 -8.118103e+02 1.211332e+02 3.430581e+02
## 1976 1977 1978 1979 1980
## 1.377864e+03 7.751633e+02 4.626186e+02 1.259431e+03 5.973594e+01
## 1981 1982 1983 1984 1985
## 3.199233e+02 -1.077127e+03 -6.908825e+02 -1.327563e+03 -4.625764e+02
## 1986 1987 1988 1989 1990
## -3.523643e+01 3.927803e+02 -1.154946e+03 -2.519069e+02 -1.069006e+03
## 1991 1992 1993 1994 1995
## -1.046726e+03 -4.296340e+02 -1.821076e+02 -1.014788e+03 -9.098308e+02
## 1996 1997 1998 1999 2000
## -1.022370e+03 3.488751e+03 -2.803504e+02 -5.386601e+02 -6.355669e+02
## 2001 2002 2003 2004 2005
## -3.115628e+02 -8.839627e+02 -1.571454e+03 -1.598330e+02 3.575105e+03
## 2006 2007 2008 2009 2010
## -1.105842e+02 2.261338e+03 -2.876943e+02 -8.654465e+02 -5.391948e+02
## 2011 2012 2013 2014 2015
## -1.714564e+03 -8.778446e+02 -1.109164e+03 -1.003334e+03 -2.997819e+02
## 2016 2017 2018 2019 2020
## -1.543410e+03 -1.636313e+03 -9.130111e+02 -7.326603e+02 -1.347070e+03
## 2021 2022 2023 2024 2025
## -1.185166e+03 -8.538389e+02 -1.151895e+03 -1.558452e+03 -5.875197e+02
## 2026 2027 2028 2029 2030
## -1.188478e+03 -1.169196e+03 -2.458110e+02 -8.938897e+02 -1.422768e+03
## 2031 2032 2033 2034 2035
## -6.948961e+02 5.480090e+02 2.149455e+03 -1.588782e+03 -1.215384e+03
## 2036 2037 2038 2039 2040
## 2.381668e+02 -1.090128e+03 -8.619875e+02 -1.529971e+03 -1.028124e+03
## 2041 2042 2043 2044 2045
## 5.041016e+03 -4.031167e+02 2.941670e+03 -1.188190e+03 -8.101059e+02
## 2046 2047 2048 2049 2050
## -1.389654e+03 -2.690187e+02 2.199829e+02 1.450722e+03 1.738263e+03
## 2051 2052 2053 2054 2055
## -5.239434e+02 -1.392267e+03 7.255367e+02 -1.261356e+03 -1.107287e+02
## 2056 2057 2058 2059 2060
## 8.257360e+02 -7.649656e+02 -1.672985e+03 -1.282358e+03 -1.098917e+03
## 2061 2062 2063 2064 2065
## -7.569928e+02 -3.483870e+02 -1.364720e+03 -9.534880e+02 2.020113e+01
## 2066 2067 2068 2069 2070
## -2.056508e+02 -4.437563e+02 -1.515926e+03 -9.599710e+02 1.300383e+03
## 2071 2072 2073 2074 2075
## -1.319622e+03 -1.067516e+03 -1.327522e+03 -1.554303e+03 -5.095272e+02
## 2076 2077 2078 2079 2080
## -1.450758e+03 2.440272e+03 -2.455707e+02 -1.235340e+03 7.714096e+02
## 2081 2082 2083 2084 2085
## 7.766374e+02 3.915709e+02 -1.072325e+03 1.056923e+03 2.008890e+03
## 2086 2087 2088 2089 2090
## -3.503449e+02 -9.374134e+02 4.417008e+02 -7.805910e+02 -1.289935e+03
## 2091 2092 2093 2094 2095
## 4.297210e+02 4.660179e+03 4.525823e+03 3.603657e+03 -8.740706e+02
## 2096 2097 2098 2099 2100
## 5.580267e+03 5.603437e+03 5.117281e+03 4.283643e+03 2.177511e+03
## 2101 2102 2103 2104 2105
## -1.481642e+03 2.390710e+03 2.077330e+03 -2.183345e+03 2.541225e+02
## 2106 2107 2108 2109 2110
## -1.705758e+03 -2.025416e+03 -5.239389e+02 1.233319e+03 4.245041e+03
## 2111 2112 2113 2114 2115
## 2.657310e+02 1.696220e+03 -1.723163e+03 -8.197539e+02 -1.938710e+03
## 2116 2117 2118 2119 2120
## -3.804389e+02 -1.664264e+03 -1.634069e+03 -1.858023e+03 9.434650e+02
## 2121 2122 2123 2124 2125
## -7.981673e+02 -1.941731e+03 -3.134038e+02 4.250562e+03 -1.563026e+03
## 2126 2127 2128 2129 2130
## 1.162790e+03 9.544476e+02 1.181254e+03 -1.756580e+03 -8.196230e+02
## 2131 2132 2133 2134 2135
## -7.584042e+02 -1.999526e+03 3.323178e+02 -3.832800e+02 -1.627649e+03
## 2136 2137 2138 2139 2140
## -1.590604e+03 5.470900e+03 1.244722e+03 1.158091e+03 7.428052e+03
## 2141 2142 2143 2144 2145
## -1.515809e+03 -6.857961e+02 -2.010427e+03 -4.060685e+02 4.516260e+03
## 2146 2147 2148 2149 2150
## 2.357872e+03 -1.605686e+03 6.819702e+02 -2.140336e+03 5.273485e+01
## 2151 2152 2153 2154 2155
## 2.296291e+03 -1.892656e+03 -2.289435e+03 -1.955149e+03 6.696502e+02
## 2156 2157 2158 2159 2160
## 9.323019e+00 -2.060963e+03 -1.424149e+03 -1.812812e+03 9.568578e+02
## 2161 2162 2163 2164 2165
## 1.555226e+03 1.452038e+03 -1.693691e+03 -2.204018e+03 3.384532e+02
## 2166 2167 2168 2169 2170
## -1.475873e+02 3.854791e+02 1.520236e+03 1.542514e+03 -2.246049e+03
## 2171 2172 2173 2174 2175
## 5.352848e+01 -1.545230e+02 5.770509e+03 1.578016e+03 -2.165527e+03
## 2176 2177 2178 2179 2180
## -6.769673e+01 1.348192e+03 -1.779672e+03 -8.725648e+02 -2.045656e+03
## 2181 2182 2183 2184 2185
## 4.105155e+02 4.706769e+03 -5.394904e+02 -9.938036e+02 2.417467e+03
## 2186 2187 2188 2189 2190
## 1.480942e+03 1.333132e+03 -1.404407e+03 -8.759300e+02 -2.174742e+03
## 2191 2192 2193 2194 2195
## 1.032297e+03 -1.433131e+03 4.047085e+03 -1.263103e+03 2.828303e+03
## 2196 2197 2198 2199 2200
## -1.641885e+03 -2.043877e+03 -2.203538e+03 -1.148084e+03 -1.241953e+03
##
## $Rainfall
## 1 2 3 4 5
## 2.848629e+03 4.523781e+02 1.829123e+03 2.181609e+03 1.148500e+05
## 6 7 8 9 10
## -1.455223e+03 2.206161e+03 1.696475e+03 5.389053e+03 6.543361e+03
## 11 12 13 14 15
## 3.818254e+03 6.610102e+02 4.871277e+02 -8.563847e+02 -1.262486e+03
## 16 17 18 19 20
## -4.001640e+03 -5.082884e+03 -3.446927e+03 8.746800e+01 -3.727508e+03
## 21 22 23 24 25
## -1.910062e+03 -2.866618e+03 2.674550e+03 -2.255406e+03 -1.704231e+03
## 26 27 28 29 30
## 1.345398e+03 -4.444402e+03 -4.259053e+03 -4.421900e+03 -3.018572e+03
## 31 32 33 34 35
## -3.858487e+03 -3.806612e+00 -2.964548e+03 -2.379085e+03 -2.405816e+03
## 36 37 38 39 40
## -3.911979e+02 -4.360127e+03 -4.876452e+03 -5.096169e+03 -4.205111e+03
## 41 42 43 44 45
## -3.766188e+03 1.322819e+02 2.283721e+03 -2.948813e+03 -2.827127e+03
## 46 47 48 49 50
## -1.429689e+03 4.485192e+02 -2.154366e+03 -1.982987e+03 2.521433e-01
## 51 52 53 54 55
## 2.165151e+03 1.954319e+03 -2.820389e+03 -4.009452e+03 -2.347484e+03
## 56 57 58 59 60
## -2.704476e+03 1.107348e+03 -3.937898e+03 -3.467914e+03 -4.404725e+03
## 61 62 63 64 65
## -2.956597e+03 -2.865143e+03 -9.311617e+02 -2.542155e+03 -4.065414e+03
## 66 67 68 69 70
## -3.111018e+03 -3.180165e+03 -3.729216e+03 -1.056612e+03 -3.813419e+03
## 71 72 73 74 75
## -1.982521e+03 7.305211e+02 -4.949521e+03 -3.274031e+03 -3.062747e+03
## 76 77 78 79 80
## -1.506672e+03 -3.645516e+03 2.324427e+02 -1.611733e+03 -1.317589e+03
## 81 82 83 84 85
## 3.832569e+02 -2.524777e+03 -2.992689e+03 -2.381047e+03 4.616288e+02
## 86 87 88 89 90
## 1.486750e+04 1.744075e+04 1.668742e+04 -3.115361e+03 -3.507238e+03
## 91 92 93 94 95
## -4.317163e+03 -3.190615e+03 -3.118336e+03 -2.827958e+03 -3.039478e+03
## 96 97 98 99 100
## 8.634704e+02 -2.279790e+03 -3.715331e+03 -3.178736e+03 -2.983778e+03
## 101 102 103 104 105
## 2.205302e+02 -1.533091e+03 -1.310477e+03 -1.594420e+03 1.012635e+03
## 106 107 108 109 110
## -1.833560e+02 1.121624e+03 4.312451e+02 3.687398e+03 6.521519e+02
## 111 112 113 114 115
## -9.198350e+02 1.300333e+03 -1.589676e+03 -1.144150e+03 -1.077513e+03
## 116 117 118 119 120
## 1.060107e+03 -8.552958e+02 5.420858e+01 4.877215e+02 7.653377e+02
## 121 122 123 124 125
## -9.662873e+02 1.630999e+03 -1.689467e+03 -9.412689e+02 2.451011e+03
## 126 127 128 129 130
## 2.183358e+03 -4.572595e+02 -8.327678e+02 -5.050020e+02 -5.484168e+02
## 131 132 133 134 135
## -5.617005e+02 -9.497118e+02 -1.263883e+03 -1.315902e+03 -1.079219e+03
## 136 137 138 139 140
## 1.404613e+03 -1.236977e+03 5.799408e+02 -8.985691e+02 6.351139e+02
## 141 142 143 144 145
## 7.429425e+02 -1.008727e+03 1.348205e+03 -1.176924e+03 5.753277e+02
## 146 147 148 149 150
## -9.361046e+02 6.306899e+02 7.988688e+02 -9.750497e+02 2.621302e+03
## 151 152 153 154 155
## -1.343343e+03 -1.728447e+03 -1.466691e+03 -1.461914e+02 1.493571e+02
## 156 157 158 159 160
## -3.602973e+02 2.849281e+03 9.909206e+02 -6.928366e+02 4.645959e+02
## 161 162 163 164 165
## 3.737764e+02 -9.789645e+02 -1.113339e+03 2.999274e+03 3.013826e+03
## 166 167 168 169 170
## 3.043951e+03 3.015328e+03 1.433547e+03 1.391361e+03 -6.361789e+02
## 171 172 173 174 175
## -1.629335e+03 -1.517747e+03 -1.159165e+03 6.350190e+02 8.858662e+02
## 176 177 178 179 180
## -6.470616e+02 -9.788611e+02 -7.051933e+02 3.890087e+03 5.910086e+02
## 181 182 183 184 185
## -2.566800e+02 -1.600766e+03 1.751774e+03 -1.543616e+03 -1.054049e+03
## 186 187 188 189 190
## -1.816708e+03 -1.499770e+03 -7.989802e+02 5.839137e+02 -1.705742e+03
## 191 192 193 194 195
## -1.398896e+03 -1.542436e+03 -1.916127e+03 -4.208324e+02 1.175789e+02
## 196 197 198 199 200
## -6.874544e+02 -9.985200e+02 3.469702e+03 -1.037262e+03 2.886709e+03
## 201 202 203 204 205
## 5.067009e+02 4.662071e+02 2.478773e+02 -1.669081e+03 -7.415232e+02
## 206 207 208 209 210
## 7.110010e+02 5.365197e+03 1.517833e+03 2.503108e+03 -9.942877e+02
## 211 212 213 214 215
## -1.272322e+03 -1.226290e+03 -1.352250e+03 -2.193751e+03 -2.120796e+03
## 216 217 218 219 220
## -1.978964e+03 2.343018e+03 -2.033969e+03 -2.332433e+03 -3.316273e+02
## 221 222 223 224 225
## 1.300854e+03 4.779288e+02 -1.103729e+03 -4.262842e+02 -1.767688e+03
## 226 227 228 229 230
## 1.820362e+03 -2.080748e+03 -1.350118e+03 -7.105071e+02 4.468953e+02
## 231 232 233 234 235
## 2.397482e+02 -2.048100e+03 -1.906711e+03 -1.152918e+03 -9.456564e+02
## 236 237 238 239 240
## 1.223793e+03 -1.509331e+03 -2.996222e+02 -8.104548e+02 -1.079541e+03
## 241 242 243 244 245
## 1.677848e+03 -1.839128e+03 -1.964296e+03 -1.920819e+03 -8.816822e+02
## 246 247 248 249 250
## -9.292722e+02 -2.320215e+03 5.652183e+03 -6.189163e+02 -1.116281e+03
## 251 252 253 254 255
## 3.472418e+03 -1.865774e+03 8.827511e+02 3.322210e+02 6.674394e+03
## 256 257 258 259 260
## 4.257546e+02 -1.069444e+03 5.746705e+02 2.264320e+03 -1.902900e+03
## 261 262 263 264 265
## -1.720100e+03 -1.030255e+03 -1.503157e+03 -8.882197e+02 -1.263686e+03
## 266 267 268 269 270
## -8.700773e+02 5.059399e+03 5.610447e+01 1.342042e+02 -2.015663e+03
## 271 272 273 274 275
## 1.994744e+03 -1.635271e+03 -1.480625e+03 -2.311072e+02 -1.927998e+02
## 276 277 278 279 280
## -9.075616e+02 5.199153e+03 -1.747646e+03 -2.147043e+03 -1.169592e+03
## 281 282 283 284 285
## -5.428004e+02 2.181949e+03 -1.228234e+02 1.595655e+03 -2.530622e+02
## 286 287 288 289 290
## -1.015808e+03 -2.303163e+03 1.687848e+03 -1.933475e+03 -8.987367e+02
## 291 292 293 294 295
## -9.130385e+02 1.342606e+03 6.009549e+03 1.925256e+03 3.655797e+03
## 296 297 298 299 300
## -1.163536e+03 1.235061e+03 6.758351e+03 -1.397985e+03 1.251902e+03
## 301 302 303 304 305
## -2.315925e+03 9.067692e+01 -8.970998e+02 -1.364251e+03 -1.036082e+03
## 306 307 308 309 310
## 1.247379e+03 -2.603140e+03 -2.616068e+03 -2.095779e+03 -7.082305e+02
## 311 312 313 314 315
## 5.000214e+03 -7.376479e+02 3.501893e+03 -3.987175e+01 -7.373506e+02
## 316 317 318 319 320
## -2.415952e+03 1.384016e+03 -2.345230e+03 -1.927801e+03 2.349244e+03
## 321 322 323 324 325
## 2.175855e+03 6.004595e+03 3.683242e+03 1.907132e+03 1.239698e+03
## 326 327 328 329 330
## -8.168937e+02 2.349141e+03 1.679979e+04 2.316413e+03 -2.141680e+03
## 331 332 333 334 335
## 1.160830e+03 -6.633656e+02 -1.552206e+03 8.398170e+02 4.480027e+03
## 336 337 338 339 340
## -2.290955e+03 -1.360345e+03 -2.299220e+03 -1.507050e+03 -1.000701e+03
## 341 342 343 344 345
## -2.038151e+03 -6.533597e+02 2.551805e+03 -5.549501e+02 -6.495826e+02
## 346 347 348 349 350
## -2.247979e+03 2.445817e+03 -2.205888e+03 -1.536238e+03 -1.779402e+03
## 351 352 353 354 355
## 1.670424e+03 2.077594e+03 2.008850e+03 6.452376e+03 4.308338e+03
## 356 357 358 359 360
## 3.146354e+03 2.807363e+03 -5.890457e+02 3.477402e+03 -1.957975e+03
## 361 362 363 364 365
## -2.534722e+02 -5.167217e+02 -1.608988e+03 -1.595509e+03 -2.335749e+03
## 366 367 368 369 370
## -2.179454e+03 -1.254828e+03 -7.917387e+02 -2.188228e+03 -1.502677e+03
## 371 372 373 374 375
## -1.822452e+03 5.593442e+02 -1.435722e+03 2.140561e+02 4.792457e+02
## 376 377 378 379 380
## -2.027331e+03 -1.918049e+03 -1.633846e+03 2.236067e+03 -1.397630e+03
## 381 382 383 384 385
## -3.649229e+02 2.367556e+03 -9.937884e+01 8.116955e+02 -1.315080e+03
## 386 387 388 389 390
## -1.674275e+03 -8.147214e+01 -1.321620e+03 3.480408e+02 -1.561284e+03
## 391 392 393 394 395
## -1.656826e+03 -7.711041e+02 -2.439889e+03 -1.618856e+03 -1.882140e+02
## 396 397 398 399 400
## -1.900062e+03 -2.083900e+03 5.455759e+02 -1.844877e+03 -1.968292e+03
## 401 402 403 404 405
## -2.149462e+03 -4.337494e+03 -4.660997e+03 -1.439541e+03 -4.433157e+03
## 406 407 408 409 410
## -4.604448e+03 3.738915e+03 -3.598198e+03 5.999781e+03 -4.072914e+03
## 411 412 413 414 415
## -7.852750e+02 -2.496505e+03 -2.929098e+03 -1.046535e+03 -2.740716e+03
## 416 417 418 419 420
## -3.829798e+03 -1.613744e+03 -3.079959e+03 -1.327215e+03 -6.444718e+02
## 421 422 423 424 425
## -4.378798e+03 5.915966e+02 -1.868933e+03 -9.111355e+02 -3.227263e+03
## 426 427 428 429 430
## -1.595796e+03 -4.341756e+03 -1.207092e+03 -2.127363e+03 -1.299807e+03
## 431 432 433 434 435
## -1.520423e+03 -2.128592e+03 3.115294e+03 -1.478642e+03 -3.559781e+03
## 436 437 438 439 440
## -2.991539e+03 -3.207849e+03 -1.915276e+03 -2.814270e+03 -6.231692e+02
## 441 442 443 444 445
## -3.117069e+03 -9.481435e+02 -2.678544e+03 -3.461109e+03 1.441457e+04
## 446 447 448 449 450
## 2.424402e+04 -2.183274e+03 1.277924e+04 4.996530e+03 7.139230e+03
## 451 452 453 454 455
## -3.830720e+03 1.610443e+04 -2.929443e+03 -2.117865e+03 9.912489e+01
## 456 457 458 459 460
## 4.637346e+03 4.967697e+03 -3.221962e+03 -3.948255e+03 -3.218816e+03
## 461 462 463 464 465
## 2.703168e+04 -4.416643e+03 -2.590345e+03 1.662019e+04 -2.347891e+03
## 466 467 468 469 470
## -8.627627e+02 -2.884268e+03 1.077619e+03 4.300522e+02 -3.434024e+03
## 471 472 473 474 475
## -1.449318e+03 -2.893363e+03 -2.528282e+03 -2.005581e+03 4.883818e+03
## 476 477 478 479 480
## -2.053402e+02 -2.687147e+03 9.468899e+02 3.210466e+03 -4.008993e+02
## 481 482 483 484 485
## -4.089344e+02 -7.323051e+02 -2.599240e+03 2.240479e+04 -3.016119e+03
## 486 487 488 489 490
## -2.514349e+03 -3.190115e+02 -1.806958e+03 -2.345180e+03 -2.187787e+03
## 491 492 493 494 495
## -3.635818e+03 -6.703646e+02 2.850457e+02 1.069141e+03 -2.458384e+03
## 496 497 498 499 500
## 4.049586e+02 -5.772091e+02 -3.043686e+03 -2.180455e+03 -1.348558e+03
## 501 502 503 504 505
## 2.994082e+03 -1.828344e+03 -1.530821e+03 2.257792e+03 4.977675e+02
## 506 507 508 509 510
## 7.657280e+02 1.550509e+02 -1.403372e+03 -2.030916e+03 -9.738980e+02
## 511 512 513 514 515
## 9.716083e+02 -1.309695e+03 1.322175e+03 1.380653e+03 1.649214e+03
## 516 517 518 519 520
## 2.726364e+02 3.686755e+03 8.172589e+02 1.498996e+02 -1.706437e+03
## 521 522 523 524 525
## 2.679857e+03 8.596305e+02 6.602775e+03 6.458965e+02 9.478355e+01
## 526 527 528 529 530
## 5.698800e+03 -1.425769e+03 -8.322159e+02 -1.085157e+03 -1.757857e+03
## 531 532 533 534 535
## 5.397863e+02 -1.055029e+03 -9.127324e+02 -5.397453e+02 1.513158e+02
## 536 537 538 539 540
## -8.729762e+02 -1.062022e+03 -7.023151e+02 6.241079e+01 3.628960e+02
## 541 542 543 544 545
## 2.404113e+03 -1.139970e+03 2.520981e+03 -1.029421e+03 5.309496e+03
## 546 547 548 549 550
## 6.990476e+02 1.908594e+02 1.440040e+02 3.687841e+02 -1.891052e+03
## 551 552 553 554 555
## -4.403371e+02 -2.098491e+03 -1.427498e+03 -6.138596e+02 -1.116226e+03
## 556 557 558 559 560
## 7.803252e+02 -1.448798e+03 -2.882190e+02 -1.470477e+03 4.686570e+02
## 561 562 563 564 565
## -9.926653e+02 -1.853857e+03 -1.422758e+03 -7.704641e+01 -1.929896e+02
## 566 567 568 569 570
## -1.473105e+03 -1.223831e+03 -1.813419e+03 -1.235876e+03 -1.039128e+03
## 571 572 573 574 575
## -1.613521e+02 -1.830776e+03 2.880004e+03 -1.380554e+02 3.946301e+03
## 576 577 578 579 580
## 5.774539e+03 -1.801818e+01 8.703193e+02 -1.784140e+03 2.675352e+03
## 581 582 583 584 585
## -1.080718e+03 -2.017707e+03 -1.471580e+03 -2.192887e+03 -1.438969e+03
## 586 587 588 589 590
## -1.308633e+03 1.122660e+03 -1.139833e+03 -8.217253e+02 -3.956065e+02
## 591 592 593 594 595
## -1.406108e+03 -1.010669e+03 3.045223e+02 4.802733e+02 2.006177e+02
## 596 597 598 599 600
## -1.063152e+03 -1.025349e+03 -8.907994e+01 4.597613e+02 -5.067043e+02
## 601 602 603 604 605
## 5.554246e+03 -7.276338e+02 -5.393323e+02 -9.554867e+02 -1.596743e+02
## 606 607 608 609 610
## -1.079729e+03 -7.257930e+02 -1.653241e+02 -6.930834e+02 -5.367940e+02
## 611 612 613 614 615
## 3.412894e+03 3.439092e+03 2.318790e+02 4.535416e+02 1.158081e+03
## 616 617 618 619 620
## -4.050235e+02 -2.816059e+02 3.176383e+02 1.090172e+03 8.763299e+01
## 621 622 623 624 625
## 1.221911e+03 7.836251e+02 -6.225958e+02 -2.445854e+02 -2.254690e+02
## 626 627 628 629 630
## 1.151976e+03 8.056221e+02 1.389226e+03 -7.617991e+02 8.765546e+02
## 631 632 633 634 635
## -8.712533e+01 -3.170916e+02 2.838638e+02 1.229463e+03 -8.487649e+02
## 636 637 638 639 640
## -1.810607e+03 9.059165e+02 -6.563358e+02 -3.042239e+02 7.874634e+02
## 641 642 643 644 645
## -1.187248e+03 -3.985816e+02 -3.307314e+02 -2.037509e+02 -1.243157e+03
## 646 647 648 649 650
## 2.958675e+02 4.332705e+03 1.157710e+03 3.529762e+02 -1.646648e+03
## 651 652 653 654 655
## -1.266336e+03 -1.525303e+03 -4.638034e+02 -6.944449e+02 -1.222604e+03
## 656 657 658 659 660
## 1.133748e+03 8.487002e+02 5.697875e+02 -1.098038e+03 -1.208530e+03
## 661 662 663 664 665
## -1.677913e+03 3.106641e+02 -7.072159e+01 6.946061e+02 1.045574e+03
## 666 667 668 669 670
## 7.570631e+02 -8.564409e+02 -1.343037e+03 -1.445043e+03 6.921575e+02
## 671 672 673 674 675
## 1.110773e+03 -1.231083e+03 8.936605e+02 2.288084e+03 3.209198e+03
## 676 677 678 679 680
## 2.209136e+02 1.177659e+03 1.300395e+03 5.317779e+03 -9.614907e+02
## 681 682 683 684 685
## -2.581891e+02 -1.085085e+03 -2.062023e+03 -1.992192e+03 -2.068808e+03
## 686 687 688 689 690
## -1.905059e+03 -1.976808e+03 -2.062846e+03 -1.787418e+03 -5.741637e+02
## 691 692 693 694 695
## -1.505604e+03 4.808358e+02 -8.023482e+02 -7.782951e+02 -1.964827e+03
## 696 697 698 699 700
## -1.702429e+03 6.982644e+02 1.304662e+03 -1.304881e+03 6.793769e+02
## 701 702 703 704 705
## 8.403575e+01 -7.208576e+02 -3.051689e+02 -2.436453e+02 -4.834746e+02
## 706 707 708 709 710
## -9.337417e+02 -6.367674e+02 3.275983e+03 3.797969e+02 1.839360e+03
## 711 712 713 714 715
## -7.560405e+02 -1.660252e+03 -8.504633e+02 -8.984261e+02 -4.212187e+02
## 716 717 718 719 720
## -2.566223e+02 -7.729854e+02 -1.280794e+03 -1.536679e+03 -2.025814e+02
## 721 722 723 724 725
## 1.448115e+03 -1.303310e+03 -8.215975e+02 -1.642748e+03 -1.941277e+03
## 726 727 728 729 730
## -1.852724e+03 1.632662e+03 3.057384e+03 -1.100039e+03 2.450606e+03
## 731 732 733 734 735
## 2.957594e+03 -7.082688e+02 -1.459903e+03 7.523588e+03 -5.011555e+02
## 736 737 738 739 740
## -1.331389e+03 -9.756549e+02 6.252248e+02 2.387238e+03 1.869217e+03
## 741 742 743 744 745
## 2.249200e+03 -2.080164e+03 -5.368833e+02 -2.113186e+03 -1.803938e+03
## 746 747 748 749 750
## -1.687885e+03 -2.184234e+03 2.856970e+03 1.212068e+03 3.424484e+03
## 751 752 753 754 755
## -1.341560e+02 1.987010e+03 1.601558e+03 2.768429e+03 -5.928369e+02
## 756 757 758 759 760
## -1.573628e+03 5.752181e+03 1.424141e+03 -1.348009e+03 3.661120e+01
## 761 762 763 764 765
## 1.846663e+03 -7.735163e+02 -2.893935e+02 -1.243061e+03 -9.440046e+02
## 766 767 768 769 770
## -1.090415e+03 -3.322959e+02 3.385124e+02 -1.830568e+03 -4.667652e+01
## 771 772 773 774 775
## 1.230831e+03 -6.525768e+02 -3.226173e+02 2.122001e+03 9.656066e+02
## 776 777 778 779 780
## 1.133789e+03 2.665834e+03 1.130952e+03 -6.929113e+02 -8.828498e+02
## 781 782 783 784 785
## 4.288819e+00 -2.403516e+03 -1.536056e+03 -2.425731e+03 4.668664e+02
## 786 787 788 789 790
## 5.682378e+03 -2.800690e+02 -5.550907e+02 -1.162151e+03 -2.905876e+02
## 791 792 793 794 795
## -1.917117e+03 -2.398967e+03 7.926655e+02 -4.955942e+02 -1.789566e+03
## 796 797 798 799 800
## -7.921640e+02 -1.298545e+03 -1.694813e+03 -1.456525e+03 -1.973759e+03
## 801 802 803 804 805
## 2.769724e+03 3.071305e+03 -4.310199e+02 -1.457145e+02 -1.188864e+03
## 806 807 808 809 810
## -3.526027e+02 -1.573193e+03 1.425442e+03 1.716154e+02 1.557419e+03
## 811 812 813 814 815
## 7.205568e+01 -1.425522e+03 -2.258813e+03 -1.438338e+03 -2.362095e+03
## 816 817 818 819 820
## 1.366879e+03 -1.664579e+03 -1.483808e+03 4.775307e+03 -1.572653e+03
## 821 822 823 824 825
## -6.935525e+02 -9.064335e+02 -1.237039e+03 -1.009677e+03 -2.485613e+03
## 826 827 828 829 830
## 5.637891e+02 -1.596244e+03 -1.258673e+03 -8.869063e+02 -1.372467e+03
## 831 832 833 834 835
## -1.770734e+03 -3.809743e+02 1.549301e+03 -7.677396e+02 2.920544e+02
## 836 837 838 839 840
## 1.673184e+02 -6.170946e+02 -4.992613e+02 -2.051992e+03 2.288118e+03
## 841 842 843 844 845
## -1.207538e+03 -1.285343e+03 -2.042730e+03 -1.436283e+03 -4.762084e+02
## 846 847 848 849 850
## 5.330912e+03 -1.890761e+03 4.085252e+02 2.202250e+03 7.470511e+02
## 851 852 853 854 855
## -1.154013e+03 -2.052929e+03 -6.159641e+02 -2.734235e+02 -9.914268e+02
## 856 857 858 859 860
## -1.769374e+02 5.760050e+02 -2.770425e+03 -7.685798e+02 1.972108e+02
## 861 862 863 864 865
## 2.042434e+03 4.229534e+03 -1.181116e+02 1.604521e+03 2.778416e+03
## 866 867 868 869 870
## -1.244563e+03 -1.362726e+03 7.288473e+00 1.689563e+02 -1.242240e+03
## 871 872 873 874 875
## 2.280950e+03 -1.598353e+03 -1.221006e+02 -6.924527e+02 -1.695516e+03
## 876 877 878 879 880
## -8.098583e+02 -1.207804e+03 1.364208e+03 1.187264e+03 -9.724054e+02
## 881 882 883 884 885
## -1.387029e+03 4.104609e+01 3.341262e+03 -2.325635e+03 1.261254e+03
## 886 887 888 889 890
## -9.467203e+02 -9.072800e+02 1.346234e+03 7.218024e+03 -1.560281e+03
## 891 892 893 894 895
## 9.353219e+02 2.982285e+03 5.230394e+03 5.083161e+02 4.164549e+02
## 896 897 898 899 900
## -4.275670e+02 1.011158e+03 5.485464e+02 -3.842206e+02 -4.571201e+02
## 901 902 903 904 905
## 9.334768e+03 -1.468446e+01 4.520196e+03 -1.265743e+03 -2.269138e+03
## 906 907 908 909 910
## -1.721609e+02 3.471630e+02 -1.890639e+03 -1.014278e+03 1.133058e+04
## 911 912 913 914 915
## 2.361657e+03 4.947922e+03 -1.045811e+03 -6.117109e+02 -2.473081e+03
## 916 917 918 919 920
## 5.277739e+02 3.556548e+02 5.081044e+03 -2.018105e+03 -1.239491e+03
## 921 922 923 924 925
## 1.106984e+04 -1.018815e+03 3.566200e+03 -6.859091e+02 -1.636368e+03
## 926 927 928 929 930
## -2.135143e+03 8.877076e+02 1.203237e+02 7.435930e+03 -1.919041e+03
## 931 932 933 934 935
## -9.577319e+02 1.014375e+04 2.407071e+03 3.613839e+03 -1.053155e+03
## 936 937 938 939 940
## -1.160685e+03 -2.879639e+03 8.638185e+02 -6.273358e+02 9.613988e+03
## 941 942 943 944 945
## 4.830544e+02 2.335990e+04 2.775853e+03 1.499901e+02 -1.535548e+03
## 946 947 948 949 950
## -2.157048e+03 9.159333e+02 -1.721655e+03 -2.067135e+03 -1.612057e+03
## 951 952 953 954 955
## -1.716970e+03 -2.690570e+03 -2.959573e+03 -2.900357e+03 -1.771673e+03
## 956 957 958 959 960
## -3.092044e+03 2.216138e+03 3.643503e+03 -2.221066e+03 -2.420901e+03
## 961 962 963 964 965
## -2.613831e+03 -1.488511e+03 -7.751558e+02 -2.779456e+03 -2.147408e+03
## 966 967 968 969 970
## -4.361602e+02 -1.349789e+03 -1.903262e+01 1.183520e+03 -1.894783e+03
## 971 972 973 974 975
## -1.390043e+03 -1.828574e+03 -2.969869e+03 -1.919582e+03 -2.787449e+03
## 976 977 978 979 980
## -2.256148e+02 -9.909822e+02 -2.936257e+03 -2.268474e+03 -1.512663e+02
## 981 982 983 984 985
## -6.534219e+02 -1.744291e+03 -1.850797e+03 -1.898149e+03 -2.055339e+03
## 986 987 988 989 990
## -2.646546e+02 -2.673424e+03 -2.328381e+03 -2.829152e+03 -2.041673e+02
## 991 992 993 994 995
## -5.919942e+02 -3.049849e+03 -2.694434e+03 -1.600592e+03 1.048615e+02
## 996 997 998 999 1000
## -2.507567e+03 -1.514280e+03 -2.711678e+03 -1.517037e+03 -2.745270e+03
## 1001 1002 1003 1004 1005
## 3.995037e+03 5.084137e+03 -9.737213e+02 -1.834427e+03 -1.483854e+03
## 1006 1007 1008 1009 1010
## -1.169699e+03 -1.656225e+03 -1.234338e+03 -2.768821e+02 -1.027155e+03
## 1011 1012 1013 1014 1015
## 1.559225e+03 1.574597e+03 6.770840e+03 6.569775e+03 -3.362445e+02
## 1016 1017 1018 1019 1020
## -1.441686e+03 1.787875e+03 -1.333330e+03 -1.397034e+03 1.747923e+03
## 1021 1022 1023 1024 1025
## 1.775279e+03 -9.465561e+02 -1.019745e+03 5.627795e+03 5.703577e+03
## 1026 1027 1028 1029 1030
## 5.486908e+03 -7.383849e+02 -1.501992e+03 5.529025e+02 1.676167e+03
## 1031 1032 1033 1034 1035
## -1.239871e+03 5.111059e+02 1.281049e+03 -1.800539e+03 -1.523453e+03
## 1036 1037 1038 1039 1040
## -1.621064e+03 -1.386566e+03 6.703661e+03 -3.918592e+02 -5.701739e+02
## 1041 1042 1043 1044 1045
## -7.640960e+02 -6.648345e+02 -4.598656e+02 7.684678e+03 -1.516136e+03
## 1046 1047 1048 1049 1050
## -1.414079e+03 -1.450557e+03 -1.420388e+03 -1.831270e+03 -1.729354e+03
## 1051 1052 1053 1054 1055
## -1.020389e+03 -2.180092e+03 -8.190464e+02 -1.953285e+03 -1.629451e+03
## 1056 1057 1058 1059 1060
## -1.240509e+03 -1.595712e+03 -1.607844e+03 -1.785803e+03 -1.675362e+03
## 1061 1062 1063 1064 1065
## -1.363775e+03 -1.617739e+03 -1.956694e+03 -1.907000e+03 -8.811948e+02
## 1066 1067 1068 1069 1070
## -2.674146e+02 -8.786690e+02 -5.309029e+02 -1.716151e+03 7.786016e+02
## 1071 1072 1073 1074 1075
## -1.825369e+03 -1.473332e+03 -2.407516e+01 -9.657073e+02 5.214915e+03
## 1076 1077 1078 1079 1080
## 2.494527e+03 5.113074e+02 2.483172e+03 -4.200633e+02 -1.248869e+03
## 1081 1082 1083 1084 1085
## -1.889255e+03 -1.672430e+03 -9.536832e+02 -1.984876e+03 -1.930724e+03
## 1086 1087 1088 1089 1090
## -1.832993e+03 -4.654084e+02 -3.071057e+02 2.578316e+03 -4.329866e+02
## 1091 1092 1093 1094 1095
## -1.968473e+03 1.486055e+03 -1.828696e+03 -1.636534e+03 -1.334571e+03
## 1096 1097 1098 1099 1100
## -2.681098e+01 1.612908e+03 4.511852e+03 2.487742e+03 -1.247551e+03
## 1101 1102 1103 1104 1105
## -1.336484e+03 8.224627e+01 -1.154339e+03 -1.266564e+03 -1.060446e+03
## 1106 1107 1108 1109 1110
## 1.026252e+03 -1.097075e+03 -1.529994e+03 -1.394537e+03 -1.235144e+03
## 1111 1112 1113 1114 1115
## -1.000026e+03 -1.131912e+03 -1.060887e+03 -1.856540e+03 -5.875967e+02
## 1116 1117 1118 1119 1120
## -1.073522e+03 -1.313958e+03 -9.237056e+02 -1.163146e+03 -8.463847e+02
## 1121 1122 1123 1124 1125
## -6.081650e+02 -7.890581e+02 1.243320e+03 -4.212671e+02 -3.069826e+02
## 1126 1127 1128 1129 1130
## -1.770536e+03 -5.900441e+02 -1.491820e+03 -1.175361e+03 -1.068917e+03
## 1131 1132 1133 1134 1135
## 2.148849e+02 3.106588e+03 -2.886760e+02 2.940324e+02 -1.073785e+03
## 1136 1137 1138 1139 1140
## -1.754411e+03 -8.423018e+02 4.743571e+02 -1.548936e+02 2.261287e+03
## 1141 1142 1143 1144 1145
## -1.026393e+03 6.672526e+02 -1.023260e+03 -1.162433e+03 3.896267e+03
## 1146 1147 1148 1149 1150
## 9.596695e+01 5.054229e+03 2.492098e+03 1.045181e+03 -1.185892e+02
## 1151 1152 1153 1154 1155
## -5.682356e+02 -9.196819e+02 -1.590727e+03 1.301881e+02 3.793994e+03
## 1156 1157 1158 1159 1160
## 5.567765e+02 -2.917615e+02 -9.367294e+02 -1.011892e+03 -1.610788e+03
## 1161 1162 1163 1164 1165
## 1.094233e+03 3.632146e+03 1.540892e+03 5.754519e+03 -4.503791e+02
## 1166 1167 1168 1169 1170
## 6.440224e+03 2.447422e+03 -2.673104e+01 3.723505e+01 -3.145759e+02
## 1171 1172 1173 1174 1175
## -1.446171e+03 -4.468689e+02 -4.503345e+02 2.718865e+03 4.334046e+03
## 1176 1177 1178 1179 1180
## -9.694623e+02 -1.521649e+03 -1.578552e+03 2.784351e+02 8.143955e+00
## 1181 1182 1183 1184 1185
## -8.486284e+02 -1.395798e+03 -1.122168e+03 3.911509e+03 8.906389e+02
## 1186 1187 1188 1189 1190
## -6.200606e+02 -1.191573e+03 -1.076552e+03 -9.122599e+02 -8.745460e+02
## 1191 1192 1193 1194 1195
## -3.530027e+02 5.526128e+03 1.119913e+03 -9.950344e+02 -3.206982e+02
## 1196 1197 1198 1199 1200
## -1.328766e+03 2.579030e+02 -1.315807e+03 -1.586379e+03 -1.652205e+03
## 1201 1202 1203 1204 1205
## -2.021863e+03 -2.381715e+03 -1.398773e+03 2.791795e+03 -1.736997e+03
## 1206 1207 1208 1209 1210
## -1.977864e+03 -6.045893e+02 -2.141274e+03 -2.185332e+03 -2.923962e+03
## 1211 1212 1213 1214 1215
## -1.293062e+03 -4.695551e+02 3.733400e+03 -1.260970e+03 -7.271247e+02
## 1216 1217 1218 1219 1220
## -2.103178e+03 -2.454961e+03 -2.025873e+03 -1.642768e+03 -1.645497e+03
## 1221 1222 1223 1224 1225
## -2.365699e+03 -2.362585e+03 -2.419430e+03 -1.362755e+03 5.957159e+02
## 1226 1227 1228 1229 1230
## 1.304619e+03 1.336805e+03 1.299136e+03 1.630988e+03 -1.075859e+03
## 1231 1232 1233 1234 1235
## -1.174979e+03 8.845129e+02 -1.593944e+03 -1.786559e+03 -3.966229e+02
## 1236 1237 1238 1239 1240
## -2.033026e+03 -1.809650e+03 -6.022941e+02 3.140172e+03 7.760973e+02
## 1241 1242 1243 1244 1245
## 1.484785e+03 -3.177201e+02 -2.368613e+03 -1.239518e+03 -1.154147e+03
## 1246 1247 1248 1249 1250
## -1.426991e+03 5.948828e+02 7.286270e+02 -9.294345e+02 4.706003e+02
## 1251 1252 1253 1254 1255
## 1.417443e+03 5.068932e+02 6.942931e+02 -7.596432e+02 -8.227954e+02
## 1256 1257 1258 1259 1260
## 4.632707e+02 5.648596e+02 8.466014e+02 1.326917e+03 -9.235805e+02
## 1261 1262 1263 1264 1265
## -1.016298e+03 6.210540e+02 2.050988e+02 -1.176330e+03 4.129026e+01
## 1266 1267 1268 1269 1270
## -1.342013e+02 4.289456e+02 3.455157e+03 -1.913442e+02 4.668206e+01
## 1271 1272 1273 1274 1275
## 7.422484e+03 -9.252011e+02 -1.388601e+03 3.199203e+02 -6.859324e+02
## 1276 1277 1278 1279 1280
## 6.441172e+03 -1.121845e+03 -8.406148e+01 -5.079301e+02 -5.850863e+02
## 1281 1282 1283 1284 1285
## -4.527517e+01 2.065063e+03 1.043802e+02 -7.443258e+01 6.642157e+03
## 1286 1287 1288 1289 1290
## -1.023993e+03 1.734339e+03 4.028925e+03 -1.184551e+03 -1.422528e+03
## 1291 1292 1293 1294 1295
## -1.487889e+03 1.634427e+03 4.180921e+03 3.167783e+03 -1.725581e+03
## 1296 1297 1298 1299 1300
## 2.816061e+03 3.198398e+03 -1.679104e+03 2.303340e+03 -1.068627e+03
## 1301 1302 1303 1304 1305
## -2.480593e+03 -2.167616e+03 -1.211789e+03 -1.377332e+03 -6.888182e+02
## 1306 1307 1308 1309 1310
## 6.290465e+03 1.026794e+04 7.375317e+03 -1.587197e+03 -4.842272e+02
## 1311 1312 1313 1314 1315
## 4.606596e+03 -2.665706e+03 -2.672412e+03 -2.031905e+03 -2.320892e+03
## 1316 1317 1318 1319 1320
## -2.294741e+03 -2.678905e+03 -2.677604e+03 -2.719922e+03 -2.310195e+03
## 1321 1322 1323 1324 1325
## -2.513147e+03 -1.968863e+03 -2.238947e+03 2.143984e+03 -2.035710e+03
## 1326 1327 1328 1329 1330
## -1.996746e+03 -2.033712e+03 2.880891e+03 1.058953e+02 1.209130e+02
## 1331 1332 1333 1334 1335
## -1.711703e+03 -2.276038e+03 -1.770560e+03 6.514884e+03 1.823279e+03
## 1336 1337 1338 1339 1340
## 2.731913e+03 4.678332e+03 5.344239e+03 3.163875e+03 4.120194e+03
## 1341 1342 1343 1344 1345
## -1.839999e+03 -1.877925e+03 6.067210e+03 -4.006017e+03 1.643273e+03
## 1346 1347 1348 1349 1350
## -2.002394e+03 5.323789e+02 1.038639e+03 -2.871850e+03 3.208550e+03
## 1351 1352 1353 1354 1355
## -2.063347e+03 1.664602e+03 -1.809238e+03 -3.054899e+03 -1.865622e+03
## 1356 1357 1358 1359 1360
## -2.207666e+03 -2.103841e+03 -2.322684e+03 -1.936905e+03 -2.154977e+03
## 1361 1362 1363 1364 1365
## -2.234650e+03 2.889037e+03 -2.430198e+03 -2.306527e+03 -2.137580e+03
## 1366 1367 1368 1369 1370
## -2.416289e+03 -2.638562e+03 -2.420365e+03 -2.630776e+03 7.946855e+02
## 1371 1372 1373 1374 1375
## 5.013104e+03 7.433220e+02 3.046947e+03 -7.830417e+02 -2.107175e+03
## 1376 1377 1378 1379 1380
## -2.196298e+03 -2.345353e+03 -1.214224e+03 6.130701e+03 1.232025e+03
## 1381 1382 1383 1384 1385
## 1.360577e+03 3.070329e+03 -2.261208e+03 -2.211166e+03 1.291282e+03
## 1386 1387 1388 1389 1390
## -2.398000e+03 5.241103e+03 1.010487e+03 7.545002e+02 9.404818e+02
## 1391 1392 1393 1394 1395
## 2.624206e+03 -1.928905e+03 -1.607243e+03 -2.732766e+03 -1.430437e+03
## 1396 1397 1398 1399 1400
## 6.788925e+03 -2.022834e+03 1.255488e+03 6.943902e+03 3.177528e+01
## 1401 1402 1403 1404 1405
## 3.672011e+03 -1.142969e+03 -1.105770e+03 -2.735506e+02 -1.188629e+03
## 1406 1407 1408 1409 1410
## 1.681905e+03 6.412309e+02 -1.165821e+03 -1.725291e+03 -8.159730e+02
## 1411 1412 1413 1414 1415
## 6.883787e+03 1.539645e+03 9.943898e+02 -2.575981e+02 -8.821565e+02
## 1416 1417 1418 1419 1420
## -1.089333e+03 -1.975999e+03 6.495216e+03 3.574225e+03 -1.039925e+03
## 1421 1422 1423 1424 1425
## 3.016174e+03 -6.079998e+02 8.070955e+03 -1.832088e+03 -1.458790e+03
## 1426 1427 1428 1429 1430
## 1.731168e+03 1.886617e+03 2.246642e+03 2.586533e+03 -1.418082e+03
## 1431 1432 1433 1434 1435
## -1.721278e+03 -1.482635e+03 -1.288107e+03 -6.983086e+02 6.806624e+03
## 1436 1437 1438 1439 1440
## -1.882856e+03 -2.996638e+02 1.881819e+03 3.593917e+03 -1.652229e+03
## 1441 1442 1443 1444 1445
## -1.710073e+03 -1.496170e+03 -1.647348e+03 -1.237510e+03 8.277148e+03
## 1446 1447 1448 1449 1450
## -9.714549e+02 -1.159870e+03 -1.153665e+03 3.922158e+03 9.999693e+02
## 1451 1452 1453 1454 1455
## 2.823490e+03 1.123770e+03 2.043303e+03 -2.485825e+03 -1.117842e+03
## 1456 1457 1458 1459 1460
## -1.102546e+03 -1.484341e+03 -1.367745e+03 -2.945227e+03 -2.544626e+03
## 1461 1462 1463 1464 1465
## -2.424635e+03 -1.769558e+03 -2.739807e+03 5.644802e+03 -2.920014e+02
## 1466 1467 1468 1469 1470
## 4.116355e+03 -9.331787e+02 -2.303887e+03 -1.914225e+02 8.814399e+02
## 1471 1472 1473 1474 1475
## 3.615521e+03 -1.123226e+03 3.969159e+03 -1.658073e+03 -2.385212e+03
## 1476 1477 1478 1479 1480
## 8.749025e+01 4.740021e+02 3.557665e+03 -1.844216e+03 -1.083546e+03
## 1481 1482 1483 1484 1485
## -2.154412e+03 -1.519118e+03 -1.712000e+03 -1.156290e+03 -1.990274e+03
## 1486 1487 1488 1489 1490
## -2.212873e+03 -2.456088e+03 -2.715898e+03 -2.489355e+03 1.379736e+03
## 1491 1492 1493 1494 1495
## -6.227181e+02 -6.034055e+02 -2.208243e+02 1.438830e+02 -2.274011e+03
## 1496 1497 1498 1499 1500
## -2.359959e+03 -2.492901e+03 -2.328617e+03 -4.675925e+02 -2.408356e+03
## 1501 1502 1503 1504 1505
## -8.467126e+02 2.147331e+02 4.119046e+03 1.841329e-01 -7.812544e+02
## 1506 1507 1508 1509 1510
## -2.428622e+01 1.718210e+02 -2.211505e+02 -8.891304e+02 -1.254352e+03
## 1511 1512 1513 1514 1515
## -1.002868e+03 -2.405802e+02 1.510220e+02 -9.666811e+01 -1.177847e+02
## 1516 1517 1518 1519 1520
## 1.197717e+03 9.106612e+02 5.797850e+02 1.578505e+03 -7.410784e+02
## 1521 1522 1523 1524 1525
## -6.165317e+02 -1.324013e+03 -8.324010e+02 -1.274157e+03 5.448833e+02
## 1526 1527 1528 1529 1530
## -1.225937e+03 2.306629e+02 3.883614e+03 1.034815e+02 -1.099847e+02
## 1531 1532 1533 1534 1535
## 1.389976e+02 1.727571e+03 -7.795155e+02 -7.902416e+02 -1.068990e+03
## 1536 1537 1538 1539 1540
## -1.146842e+03 5.135480e+02 8.165457e+02 1.338907e+03 1.684363e+03
## 1541 1542 1543 1544 1545
## -8.515510e+02 -1.250519e+03 -4.940512e+02 -1.026541e+03 7.384904e+02
## 1546 1547 1548 1549 1550
## 1.866556e+02 3.437340e+03 1.506992e+02 -6.771560e+02 -7.061483e+02
## 1551 1552 1553 1554 1555
## -6.575164e+02 -1.027425e+03 -1.117320e+03 -1.130700e+03 9.545271e+02
## 1556 1557 1558 1559 1560
## -5.642618e+02 4.029798e+02 -7.617870e+02 -6.401244e+02 -9.560938e+02
## 1561 1562 1563 1564 1565
## -1.249558e+03 -1.222722e+03 -1.330034e+03 -6.834780e+02 2.014849e+02
## 1566 1567 1568 1569 1570
## 3.829289e+03 -7.943437e+00 -1.961919e+02 1.419135e+02 1.623470e+03
## 1571 1572 1573 1574 1575
## -7.257732e+02 -8.157116e+02 -1.100609e+03 -1.183164e+03 -1.129119e+03
## 1576 1577 1578 1579 1580
## 4.746892e+02 8.288125e+02 1.330763e+03 8.744217e+02 1.775415e+03
## 1581 1582 1583 1584 1585
## -9.822289e+02 4.901323e+02 -1.213739e+03 -4.609315e+02 -1.056345e+03
## 1586 1587 1588 1589 1590
## 7.490117e+02 -9.018092e+02 2.119052e+02 1.353264e+02 1.610701e+02
## 1591 1592 1593 1594 1595
## -1.025898e+03 -1.136503e+03 -1.283828e+03 3.927257e+02 -4.910407e+02
## 1596 1597 1598 1599 1600
## 3.240694e+03 3.394659e+03 1.732824e+03 -9.256006e+02 -9.974479e+02
## 1601 1602 1603 1604 1605
## -1.058699e+03 -7.113701e+02 -9.059093e+02 5.267926e+02 4.351461e+02
## 1606 1607 1608 1609 1610
## -1.022797e+03 -1.041655e+03 -9.783200e+02 -5.150288e+02 7.010182e+02
## 1611 1612 1613 1614 1615
## -1.008038e+03 -7.861099e+02 -1.085830e+03 -2.000688e+02 1.493260e+03
## 1616 1617 1618 1619 1620
## -7.667436e+02 -6.560569e+02 -4.171661e+01 -7.629982e+02 -2.072423e+02
## 1621 1622 1623 1624 1625
## 1.284994e+03 -5.081252e+02 -6.882404e+02 -1.038427e+03 -1.952588e+02
## 1626 1627 1628 1629 1630
## 3.405267e+03 -4.960959e+02 3.609134e+03 -6.362561e+02 -9.113586e+02
## 1631 1632 1633 1634 1635
## -6.970702e+02 7.866524e+02 -5.009143e+02 1.134274e+03 9.074016e+01
## 1636 1637 1638 1639 1640
## -1.152219e+02 1.180479e+03 -6.716071e+02 -3.402847e+02 2.770763e+03
## 1641 1642 1643 1644 1645
## -6.062263e+02 -8.791387e+02 -1.065718e+03 -5.851187e+02 6.209045e+02
## 1646 1647 1648 1649 1650
## 5.011033e+02 1.574773e+02 -7.659036e+02 3.199193e+02 3.991009e+03
## 1651 1652 1653 1654 1655
## -3.727661e+02 -3.367106e+02 -7.342701e+02 2.868998e+03 3.122846e+03
## 1656 1657 1658 1659 1660
## 6.577360e+01 1.256160e+03 9.784431e+02 -5.057951e+02 1.346290e+02
## 1661 1662 1663 1664 1665
## -7.417244e+02 8.186905e+02 -8.385823e+02 4.906019e+02 3.321054e+02
## 1666 1667 1668 1669 1670
## 2.991089e+03 -3.810824e+02 -3.270414e+02 6.571030e+02 1.985903e+03
## 1671 1672 1673 1674 1675
## -4.953245e+02 -8.656784e+02 2.495187e+03 -1.036139e+03 5.207491e+01
## 1676 1677 1678 1679 1680
## -8.830004e+01 -7.540196e+02 -6.272453e+02 -7.628772e+02 -4.996309e+02
## 1681 1682 1683 1684 1685
## -6.186486e+02 2.814739e+02 2.099200e+03 -2.555737e+02 -7.207299e+02
## 1686 1687 1688 1689 1690
## -5.252291e+02 -6.927824e+02 3.541603e+02 -1.076445e+03 -1.053637e+03
## 1691 1692 1693 1694 1695
## -7.916824e+02 -3.382224e+02 -4.215932e+02 -5.300064e+02 -1.104849e+03
## 1696 1697 1698 1699 1700
## -1.227046e+03 -7.562760e+02 -1.000167e+03 -7.748902e+02 -2.888581e+02
## 1701 1702 1703 1704 1705
## 5.443007e+01 -1.486106e+03 -1.655920e+03 -1.280770e+03 2.359559e+03
## 1706 1707 1708 1709 1710
## 1.754951e+03 1.358731e+03 -3.375683e+02 -1.941825e+02 -2.792875e+02
## 1711 1712 1713 1714 1715
## -1.216188e+03 -1.319605e+03 -1.638899e+03 -1.430124e+03 -9.800145e+02
## 1716 1717 1718 1719 1720
## -1.600154e+03 -1.239190e+03 1.860079e+03 -7.856353e+02 1.042688e+03
## 1721 1722 1723 1724 1725
## -1.322049e+03 -1.529481e+03 -1.603214e+02 -1.442628e+03 -1.746226e+02
## 1726 1727 1728 1729 1730
## -4.719762e+02 -1.549291e+03 -1.321058e+03 -1.617005e+03 -8.181704e+02
## 1731 1732 1733 1734 1735
## -1.380655e+03 -1.065153e+03 -1.724207e+03 -1.477468e+03 -1.564991e+03
## 1736 1737 1738 1739 1740
## -1.352587e+03 -4.562964e+02 -1.692410e+03 -1.673640e+02 -1.639587e+03
## 1741 1742 1743 1744 1745
## 3.954758e+02 -3.572383e+02 -8.989432e+01 -1.455986e+03 -1.595819e+03
## 1746 1747 1748 1749 1750
## -1.677219e+03 -1.120613e+03 -1.617415e+03 -1.427130e+03 3.819834e+03
## 1751 1752 1753 1754 1755
## 3.954516e+03 -8.639116e+02 3.224025e+03 3.448234e+03 -2.946394e+02
## 1756 1757 1758 1759 1760
## -1.059950e+03 -1.453945e+03 4.598084e+02 1.123156e+02 6.118664e+02
## 1761 1762 1763 1764 1765
## 6.038482e+02 2.036966e+03 7.167739e+03 -1.278056e+03 -7.637015e+02
## 1766 1767 1768 1769 1770
## -1.425344e+03 -1.735947e+03 6.323990e+02 1.334493e+03 -1.110120e+03
## 1771 1772 1773 1774 1775
## -6.248090e+01 -1.055954e+02 -3.182127e+02 1.991098e+02 1.144932e+03
## 1776 1777 1778 1779 1780
## 1.470470e+03 1.100466e+03 -2.994682e+02 4.359723e+03 4.776739e+03
## 1781 1782 1783 1784 1785
## 1.080942e+02 2.570478e+03 4.398609e+03 -1.344763e+03 -1.673901e+03
## 1786 1787 1788 1789 1790
## -1.590772e+03 5.154378e+01 2.599484e+02 -2.190717e+02 1.370594e+03
## 1791 1792 1793 1794 1795
## 6.941063e+03 -1.329497e+03 3.436289e+02 -1.144034e+03 -1.544434e+03
## 1796 1797 1798 1799 1800
## 4.148734e+02 -1.274987e+03 -1.034265e+02 3.689528e+03 -7.232216e+02
## 1801 1802 1803 1804 1805
## 1.075538e+03 -3.290196e+02 -2.066709e+03 -1.480912e+03 -1.549324e+03
## 1806 1807 1808 1809 1810
## -1.497477e+03 2.603116e+04 -2.520568e+03 3.301966e+03 -1.414529e+03
## 1811 1812 1813 1814 1815
## -1.660235e+03 -6.598725e+02 7.193467e+02 -1.951110e+03 -9.598304e+01
## 1816 1817 1818 1819 1820
## -3.082218e+02 -1.243479e+03 -1.212224e+03 -9.357326e+02 -1.962572e+03
## 1821 1822 1823 1824 1825
## -8.172340e+02 -2.105003e+03 -1.972129e+03 -1.606270e+03 -2.134049e+03
## 1826 1827 1828 1829 1830
## 4.805469e+02 -2.604189e+03 -3.954668e+02 -1.623624e+03 -2.687680e+03
## 1831 1832 1833 1834 1835
## 3.123461e+03 3.138963e+03 -4.411343e+02 -1.944053e+03 -1.006171e+03
## 1836 1837 1838 1839 1840
## -1.843566e+03 -1.126969e+03 -1.144684e+02 -1.292811e+03 -1.376141e+03
## 1841 1842 1843 1844 1845
## -5.223340e+02 7.306667e+02 1.369422e+03 -8.277493e+02 1.677992e+02
## 1846 1847 1848 1849 1850
## 1.035058e+02 6.169298e+03 -1.715880e+03 -1.998780e+02 2.417402e+03
## 1851 1852 1853 1854 1855
## -2.731291e+03 -1.647868e+03 -1.051815e+03 3.716008e+02 -1.452056e+03
## 1856 1857 1858 1859 1860
## -5.144194e+01 9.963288e+02 1.130976e+03 1.476186e+02 7.033484e+01
## 1861 1862 1863 1864 1865
## 3.346222e+03 -1.131535e+03 -3.108351e+02 2.945564e+03 4.765862e+03
## 1866 1867 1868 1869 1870
## 3.702349e+03 2.718039e+03 4.546805e+03 -9.425539e+02 -1.876832e+03
## 1871 1872 1873 1874 1875
## -1.117662e+03 2.327255e+03 -1.504499e+03 -8.310073e+01 2.150094e+03
## 1876 1877 1878 1879 1880
## 1.802989e+03 6.638881e+03 -2.234166e+03 2.380583e+03 -2.483628e+03
## 1881 1882 1883 1884 1885
## -1.165823e+02 -1.220386e+03 -1.063615e+03 1.912472e+03 -1.618783e+03
## 1886 1887 1888 1889 1890
## -2.272805e+03 -1.645090e+03 -2.770232e+03 -1.304215e+03 -2.168769e+03
## 1891 1892 1893 1894 1895
## -2.456252e+03 -2.267485e+03 4.113145e+03 -1.017134e+03 1.586833e+02
## 1896 1897 1898 1899 1900
## -7.936099e+02 -1.249024e+03 -2.368041e+03 -2.243936e+03 -6.148718e+02
## 1901 1902 1903 1904 1905
## 5.517594e+02 1.358951e+03 9.530753e+02 2.515159e+02 9.693443e+02
## 1906 1907 1908 1909 1910
## 2.740740e+03 7.403976e+03 -5.922545e+01 -1.538943e+01 -5.546239e+02
## 1911 1912 1913 1914 1915
## -3.666168e+02 1.305653e+03 -4.162518e+01 2.854031e+02 8.877264e+02
## 1916 1917 1918 1919 1920
## -5.234905e+02 -1.102858e+03 -8.277190e+01 6.671014e+02 -6.801547e+02
## 1921 1922 1923 1924 1925
## -1.382946e+03 -9.595743e+02 -1.241284e+03 2.115672e+03 7.130583e+01
## 1926 1927 1928 1929 1930
## -4.650579e+02 -2.923964e+02 -5.900445e+02 -1.146926e+03 -6.201992e+02
## 1931 1932 1933 1934 1935
## -2.619865e+02 -2.873592e+02 -3.100053e+02 1.211842e+03 -5.437578e+02
## 1936 1937 1938 1939 1940
## -7.551169e+02 -1.257386e+03 -9.571470e+02 -1.271976e+03 1.934265e+01
## 1941 1942 1943 1944 1945
## -6.769205e+02 5.276498e+01 -9.299306e+02 1.381001e+03 -1.245236e+03
## 1946 1947 1948 1949 1950
## 6.442527e+02 2.251686e+03 -1.660310e+02 -8.808215e+02 -1.031768e+03
## 1951 1952 1953 1954 1955
## 2.470253e+03 6.546534e+02 -8.278601e+01 -3.850044e+00 -4.535849e+02
## 1956 1957 1958 1959 1960
## -1.312141e+03 -3.975192e+02 -1.331111e+03 -5.306331e+02 -1.480324e+03
## 1961 1962 1963 1964 1965
## -1.248665e+03 -2.867733e+02 1.474805e+03 2.946738e+02 -3.470659e+02
## 1966 1967 1968 1969 1970
## -1.085599e+03 -8.456201e+02 -7.891614e+02 5.574802e+03 1.576374e+02
## 1971 1972 1973 1974 1975
## -2.239840e+02 -7.448446e+02 -1.199591e+03 -6.039251e+02 2.025820e+02
## 1976 1977 1978 1979 1980
## 1.603155e+03 7.292748e+02 7.126596e+02 4.962950e+02 5.888596e+02
## 1981 1982 1983 1984 1985
## 4.117342e+01 -8.578999e+02 -1.257157e+03 -1.254633e+03 -6.403448e+02
## 1986 1987 1988 1989 1990
## -1.925803e+01 7.298133e+02 -6.543694e+02 -2.149638e+02 -7.170039e+02
## 1991 1992 1993 1994 1995
## -8.139583e+02 -5.992083e+02 2.165486e+01 -1.228709e+03 -1.072550e+03
## 1996 1997 1998 1999 2000
## -9.751827e+02 3.171915e+03 3.607569e+02 -3.036089e+02 -1.314235e+02
## 2001 2002 2003 2004 2005
## -4.765559e+02 -1.175029e+03 -1.636213e+03 -5.528418e+02 2.862146e+03
## 2006 2007 2008 2009 2010
## -6.399723e+02 2.036375e+03 -5.998643e+02 -6.084843e+02 -7.033865e+02
## 2011 2012 2013 2014 2015
## -9.005869e+02 -1.622025e+03 -1.787153e+03 -4.203151e+02 -2.241515e+02
## 2016 2017 2018 2019 2020
## -1.172977e+03 -9.265831e+02 -1.262294e+03 -1.011322e+03 -1.442778e+03
## 2021 2022 2023 2024 2025
## -9.584730e+02 -5.898182e+02 -9.630751e+02 -7.268185e+02 -1.151496e+03
## 2026 2027 2028 2029 2030
## -1.674098e+03 -1.385369e+03 -1.445993e+02 -1.473207e+03 -1.554463e+03
## 2031 2032 2033 2034 2035
## -1.271383e+03 6.483543e+02 2.658509e+03 -1.481449e+03 -1.343299e+03
## 2036 2037 2038 2039 2040
## 2.015435e+02 -1.437756e+03 -1.636749e+03 -8.525906e+02 -8.543475e+02
## 2041 2042 2043 2044 2045
## 4.912725e+03 -4.454965e+02 2.941245e+03 -7.688516e+02 -1.074224e+03
## 2046 2047 2048 2049 2050
## -1.170600e+03 4.033406e+02 4.163067e+01 1.241383e+03 2.223545e+03
## 2051 2052 2053 2054 2055
## -8.678347e+02 -8.220456e+02 1.574514e+02 -1.090111e+03 1.679354e+00
## 2056 2057 2058 2059 2060
## 1.611826e+03 -1.142987e+03 -1.630667e+03 -1.128454e+03 -1.003997e+03
## 2061 2062 2063 2064 2065
## -6.362900e+02 9.537693e+01 -1.159509e+03 -7.060244e+02 -3.172009e+02
## 2066 2067 2068 2069 2070
## -9.165240e+02 3.266165e+02 -1.255928e+03 -9.206721e+02 1.682594e+03
## 2071 2072 2073 2074 2075
## -1.572448e+03 -1.047535e+03 -1.209589e+03 -1.295950e+03 -4.981425e+02
## 2076 2077 2078 2079 2080
## -8.588042e+02 2.487255e+03 -6.726976e+02 -1.430694e+03 7.234644e+02
## 2081 2082 2083 2084 2085
## 1.293340e+03 -3.749741e+01 -1.580311e+03 7.627820e+02 2.678779e+03
## 2086 2087 2088 2089 2090
## -2.860773e+02 -1.073896e+03 4.707893e+02 -1.088448e+03 -1.376487e+03
## 2091 2092 2093 2094 2095
## -5.581883e+01 4.309959e+03 4.151876e+03 3.807362e+03 -3.003594e+02
## 2096 2097 2098 2099 2100
## 5.526923e+03 6.029443e+03 4.956365e+03 4.053513e+03 2.805501e+03
## 2101 2102 2103 2104 2105
## -1.790647e+03 2.329516e+03 2.070185e+03 -2.023725e+03 5.444405e+02
## 2106 2107 2108 2109 2110
## -1.633286e+03 -2.111783e+03 -4.947588e+02 1.541224e+03 4.293042e+03
## 2111 2112 2113 2114 2115
## 5.502535e+02 1.502445e+03 -1.677868e+03 -7.716653e+02 -1.992446e+03
## 2116 2117 2118 2119 2120
## -2.210175e+02 -1.658474e+03 -1.929199e+03 -2.023536e+03 1.334133e+03
## 2121 2122 2123 2124 2125
## -1.081705e+03 -2.303339e+03 -5.342637e+02 4.409004e+03 -1.670338e+03
## 2126 2127 2128 2129 2130
## 8.463606e+02 9.853999e+02 1.213191e+03 -1.709334e+03 -6.605099e+02
## 2131 2132 2133 2134 2135
## -1.091271e+03 -1.932378e+03 5.241670e+02 -1.975783e+02 -1.709604e+03
## 2136 2137 2138 2139 2140
## -1.383719e+03 5.308954e+03 1.480509e+03 1.342015e+03 7.189788e+03
## 2141 2142 2143 2144 2145
## -1.466825e+03 -8.393568e+02 -2.259422e+03 -3.154378e+02 4.278660e+03
## 2146 2147 2148 2149 2150
## 2.196567e+03 -1.650626e+03 6.541834e+02 -2.031303e+03 2.208760e+02
## 2151 2152 2153 2154 2155
## 2.356027e+03 -2.086184e+03 -1.998651e+03 -1.847332e+03 3.831212e+02
## 2156 2157 2158 2159 2160
## -1.398856e+02 -2.131600e+03 -1.256567e+03 -1.793980e+03 1.026396e+03
## 2161 2162 2163 2164 2165
## 1.262663e+03 1.491803e+03 -1.702227e+03 -2.154080e+03 4.913993e+02
## 2166 2167 2168 2169 2170
## -7.742053e+01 2.844877e+02 1.372610e+03 1.613576e+03 -2.466053e+03
## 2171 2172 2173 2174 2175
## -2.705243e+02 -1.988041e+01 5.944344e+03 1.632667e+03 -2.093079e+03
## 2176 2177 2178 2179 2180
## -1.146041e+02 1.272382e+03 -1.801964e+03 -9.295533e+02 -2.297124e+03
## 2181 2182 2183 2184 2185
## 3.806779e+02 4.682037e+03 -4.790655e+02 -1.034785e+03 2.433047e+03
## 2186 2187 2188 2189 2190
## 1.668183e+03 1.527374e+03 -1.361152e+03 -8.436092e+02 -2.202616e+03
## 2191 2192 2193 2194 2195
## 1.245894e+03 -1.358298e+03 3.705226e+03 -1.168788e+03 2.919229e+03
## 2196 2197 2198 2199 2200
## -1.739673e+03 -1.684778e+03 -2.156911e+03 -9.809466e+02 -1.151314e+03crop_model_residuals## $Rice
## 1 2 3 4 5 6 7 8
## 2293.25 293.25 2293.25 2293.25 115293.25 -1206.75 2793.25 1793.25
## 9 10 11 12 13 14 15 16
## 5293.25 6293.25 4293.25 893.25 1293.25 -1706.75 -1706.75 -4086.75
## 17 18 19 20 21 22 23 24
## -4406.75 -3946.75 -106.75 -2806.75 -2756.75 -2946.75 2293.25 -2306.75
## 25 26 27 28 29 30 31 32
## -1906.75 1693.25 -3856.75 -3856.75 -4356.75 -3656.75 -3256.75 -606.75
## 33 34 35 36 37 38 39 40
## -3156.75 -1806.75 -2456.75 -1106.75 -3756.75 -4056.75 -4056.75 -3856.75
## 41 42 43 44 45 46 47 48
## -3556.75 -306.75 1693.25 -1906.75 -2336.75 -2306.75 -206.75 -2206.75
## 49 50 51 52 53 54 55 56
## -2406.75 293.25 1893.25 1493.25 -3506.75 -4156.75 -1506.75 -1906.75
## 57 58 59 60 61 62 63 64
## 793.25 -3406.75 -4206.75 -3706.75 -2806.75 -2706.75 -206.75 -3106.75
## 65 66 67 68 69 70 71 72
## -3606.75 -4006.75 -3806.75 -3606.75 -606.75 -3256.75 -2506.75 1143.25
## 73 74 75 76 77 78 79 80
## -3956.75 -4006.75 -2706.75 -806.75 -2906.75 -606.75 -2306.75 -1906.75
## 81 82 83 84 85 86 87 88
## -506.75 -3206.75 -3206.75 -3206.75 193.25 14793.25 17543.25 15793.25
## 89 90 91 92 93 94 95 96
## -3156.75 -3606.75 -3406.75 -3106.75 -3406.75 -2626.75 -2691.75 163.25
## 97 98 99 100
## -1281.75 -2856.75 -4056.75 -3781.75
##
## $Maize
## 101 102 103 104 105 106 107 108
## 216.12 -1558.88 -1283.88 -1558.88 1041.12 -208.88 1091.12 441.12
## 109 110 111 112 113 114 115 116
## 3716.12 616.12 -933.88 1316.12 -1558.88 -1158.88 -1058.88 1091.12
## 117 118 119 120 121 122 123 124
## -883.88 66.12 516.12 766.12 -958.88 1626.12 -1683.88 -933.88
## 125 126 127 128 129 130 131 132
## 2466.12 2166.12 -483.88 -858.88 -483.88 -583.88 -533.88 -958.88
## 133 134 135 136 137 138 139 140
## -1233.88 -1283.88 -1083.88 1371.12 -1201.88 543.12 -908.88 621.12
## 141 142 143 144 145 146 147 148
## 763.12 -996.88 1371.12 -1201.88 543.12 -908.88 621.12 763.12
## 149 150 151 152 153 154 155 156
## -996.88 2641.12 -1333.88 -1733.88 -1433.88 -133.88 116.12 -383.88
## 157 158 159 160 161 162 163 164
## 2816.12 966.12 -686.88 466.12 366.12 -983.88 -1083.88 3016.12
## 165 166 167 168 169 170 171 172
## 3016.12 3016.12 3016.12 1416.12 1416.12 -633.88 -1633.88 -1533.88
## 173 174 175 176 177 178 179 180
## -1133.88 616.12 916.12 -633.88 -983.88 -733.88 3916.12 616.12
## 181 182 183 184 185 186 187 188
## -283.88 -1633.88 1766.12 -1533.88 -1083.88 -1783.88 -1533.88 -783.88
## 189 190 191 192 193 194 195 196
## 616.12 -1683.88 -1433.88 -1533.88 -1908.88 -433.88 116.12 -683.88
## 197 198 199 200
## -1033.88 3491.12 -1008.88 2866.12
##
## $ChickPea
## 201 202 203 204 205 206 207 208
## 343.74 468.74 468.74 -1831.26 -726.26 468.74 5468.74 1468.74
## 209 210 211 212 213 214 215 216
## 2468.74 -1031.26 -1531.26 -1121.26 -1331.26 -2206.26 -1931.26 -1816.26
## 217 218 219 220 221 222 223 224
## 2468.74 -2081.26 -2081.26 -531.26 1468.74 368.74 -1281.26 -531.26
## 225 226 227 228 229 230 231 232
## -1631.26 1968.74 -1981.26 -1631.26 -781.26 468.74 168.74 -1981.26
## 233 234 235 236 237 238 239 240
## -2131.26 -1081.26 -1131.26 968.74 -1531.26 -331.26 -881.26 -1031.26
## 241 242 243 244 245 246 247 248
## 1718.74 -1881.26 -1781.26 -1781.26 -981.26 -1031.26 -2235.26 5468.74
## 249 250 251 252 253 254 255 256
## -531.26 -1231.26 3468.74 -1831.26 968.74 468.74 6468.74 468.74
## 257 258 259 260 261 262 263 264
## -1031.26 468.74 2468.74 -1831.26 -1731.26 -1031.26 -1731.26 -1031.26
## 265 266 267 268 269 270 271 272
## -1531.26 -1031.26 4968.74 268.74 -31.26 -1731.26 2268.74 -1531.26
## 273 274 275 276 277 278 279 280
## -1531.26 -31.26 -331.26 -731.26 4968.74 -1731.26 -1931.26 -1031.26
## 281 282 283 284 285 286 287 288
## -531.26 2468.74 -131.26 1718.74 -281.26 -1181.26 -2081.26 1718.74
## 289 290 291 292 293 294 295 296
## -1881.26 -1181.26 -1181.26 1368.74 6218.74 1718.74 3718.74 -931.26
## 297 298 299 300
## 1368.74 6968.74 -1581.26 1218.74
##
## $KidneyBeans
## 301 302 303 304 305 306 307 308 309 310
## -2411.2 88.8 -911.2 -1511.2 -911.2 1088.8 -2411.2 -2611.2 -2211.2 -811.2
## 311 312 313 314 315 316 317 318 319 320
## 4838.8 -661.2 3338.8 -161.2 -661.2 -2261.2 1338.8 -2261.2 -2061.2 2338.8
## 321 322 323 324 325 326 327 328 329 330
## 2338.8 5838.8 3838.8 1838.8 1338.8 -961.2 2338.8 16838.8 2338.8 -2061.2
## 331 332 333 334 335 336 337 338 339 340
## 1338.8 -661.2 -1361.2 838.8 4338.8 -2361.2 -1461.2 -2361.2 -1461.2 -961.2
## 341 342 343 344 345 346 347 348 349 350
## -1961.2 -791.2 2488.8 -561.2 -661.2 -2261.2 2488.8 -2011.2 -1511.2 -1861.2
## 351 352 353 354 355 356 357 358 359 360
## 1638.8 2088.8 2138.8 6638.8 4338.8 3138.8 2988.8 -511.2 3338.8 -1911.2
## 361 362 363 364 365 366 367 368 369 370
## -261.2 -511.2 -1761.2 -1411.2 -2461.2 -2261.2 -1261.2 -611.2 -2361.2 -1561.2
## 371 372 373 374 375 376 377 378 379 380
## -1911.2 438.8 -1561.2 238.8 638.8 -1861.2 -1761.2 -1561.2 2338.8 -1411.2
## 381 382 383 384 385 386 387 388 389 390
## -261.2 2338.8 -261.2 638.8 -1361.2 -1861.2 -161.2 -1361.2 438.8 -1661.2
## 391 392 393 394 395 396 397 398 399 400
## -1761.2 -661.2 -2261.2 -1761.2 -61.2 -1761.2 -2061.2 638.8 -1961.2 -1961.2
##
## $PigeonPeas
## 401 402 403 404 405 406 407 408
## -2272.17 -4272.17 -4872.17 -1472.17 -4272.17 -4605.17 3727.83 -3372.17
## 409 410 411 412 413 414 415 416
## 5727.83 -4172.17 -972.17 -2372.17 -3172.17 -1172.17 -2872.17 -4072.17
## 417 418 419 420 421 422 423 424
## -1472.17 -3272.17 -1272.17 -772.17 -4172.17 727.83 -1672.17 -1072.17
## 425 426 427 428 429 430 431 432
## -3272.17 -1672.17 -4172.17 -1172.17 -2172.17 -1172.17 -1772.17 -2072.17
## 433 434 435 436 437 438 439 440
## 2927.83 -1472.17 -3472.17 -2772.17 -3472.17 -1772.17 -3072.17 -772.17
## 441 442 443 444 445 446 447 448
## -3072.17 -772.17 -2772.17 -3472.17 14477.83 23977.83 -1972.17 12877.83
## 449 450 451 452 453 454 455 456
## 4977.83 7077.83 -3722.17 16227.83 -3022.17 -2222.17 277.83 4827.83
## 457 458 459 460 461 462 463 464
## 5027.83 -3172.17 -4172.17 -3422.17 27227.83 -4422.17 -2372.17 16477.83
## 465 466 467 468 469 470 471 472
## -2572.17 -672.17 -2672.17 1227.83 477.83 -3472.17 -1672.17 -2772.17
## 473 474 475 476 477 478 479 480
## -2572.17 -1822.17 4827.83 -272.17 -2572.17 727.83 3227.83 -272.17
## 481 482 483 484 485 486 487 488
## -672.17 -672.17 -2572.17 22477.83 -2872.17 -2572.17 -272.17 -1672.17
## 489 490 491 492 493 494 495 496
## -2272.17 -2372.17 -3472.17 -672.17 427.83 827.83 -2572.17 627.83
## 497 498 499 500
## -472.17 -2872.17 -2072.17 -1472.17
##
## $MothBeans
## 501 502 503 504 505 506 507 508 509 510
## 2885.5 -1914.5 -1614.5 2385.5 385.5 885.5 285.5 -1314.5 -2114.5 -914.5
## 511 512 513 514 515 516 517 518 519 520
## 985.5 -1214.5 1285.5 1285.5 1785.5 285.5 3785.5 785.5 285.5 -1814.5
## 521 522 523 524 525 526 527 528 529 530
## 2585.5 985.5 6585.5 585.5 -14.5 5585.5 -1414.5 -764.5 -1114.5 -1814.5
## 531 532 533 534 535 536 537 538 539 540
## 585.5 -1114.5 -1014.5 -514.5 185.5 -914.5 -1114.5 -614.5 185.5 385.5
## 541 542 543 544 545 546 547 548 549 550
## 2485.5 -1214.5 2585.5 -914.5 5385.5 585.5 185.5 185.5 285.5 -1814.5
## 551 552 553 554 555 556 557 558 559 560
## -414.5 -2114.5 -1314.5 -714.5 -1014.5 785.5 -1414.5 -214.5 -1414.5 585.5
## 561 562 563 564 565 566 567 568 569 570
## -914.5 -1914.5 -1314.5 -14.5 -114.5 -1514.5 -1314.5 -1914.5 -1114.5 -1114.5
## 571 572 573 574 575 576 577 578 579 580
## -114.5 -1914.5 2885.5 -114.5 3885.5 5685.5 -114.5 885.5 -1814.5 2685.5
## 581 582 583 584 585 586 587 588 589 590
## -1114.5 -1914.5 -1514.5 -2114.5 -1514.5 -1314.5 1085.5 -1114.5 -914.5 -514.5
## 591 592 593 594 595 596 597 598 599 600
## -1514.5 -1114.5 285.5 385.5 285.5 -1114.5 -914.5 -14.5 385.5 -614.5
##
## $MungBean
## 601 602 603 604 605 606 607 608 609 610 611 612 613
## 5482 -618 -618 -818 -118 -1018 -818 -218 -618 -518 3282 3482 282
## 614 615 616 617 618 619 620 621 622 623 624 625 626
## 482 1282 -318 -218 282 1082 -18 1282 782 -718 -118 -318 1282
## 627 628 629 630 631 632 633 634 635 636 637 638 639
## 782 1282 -718 782 -218 -318 282 1282 -718 -1868 882 -618 -418
## 640 641 642 643 644 645 646 647 648 649 650 651 652
## 882 -1218 -518 -418 -318 -1318 282 4282 1082 282 -1768 -1318 -1618
## 653 654 655 656 657 658 659 660 661 662 663 664 665
## -518 -718 -1118 1182 882 482 -1018 -1318 -1618 282 -18 682 1182
## 666 667 668 669 670 671 672 673 674 675 676 677 678
## 882 -918 -1218 -1518 782 1082 -1318 782 2282 3282 282 1282 1282
## 679 680 681 682 683 684 685 686 687 688 689 690 691
## 5282 -1018 -118 -968 -1968 -2018 -2018 -2018 -1918 -2018 -1918 -518 -1518
## 692 693 694 695 696 697 698 699 700
## 482 -718 -718 -1918 -1818 757 1432 -1393 632
##
## $Blackgram
## 701 702 703 704 705 706 707 708
## -131.43 -681.43 -431.43 -531.43 -731.43 -631.43 -581.43 3268.57
## 709 710 711 712 713 714 715 716
## 68.57 1518.57 -831.43 -1481.43 -831.43 -831.43 -581.43 -216.43
## 717 718 719 720 721 722 723 724
## -831.43 -1381.43 -1731.43 118.57 1118.57 -1681.43 -1031.43 -1381.43
## 725 726 727 728 729 730 731 732
## -1581.43 -1731.43 1868.57 3168.57 -1221.43 2088.57 3068.57 -781.43
## 733 734 735 736 737 738 739 740
## -1621.43 7868.57 -331.43 -1031.43 -1081.43 318.57 2468.57 1493.57
## 741 742 743 744 745 746 747 748
## 2368.57 -1681.43 -781.43 -1881.43 -1931.43 -1881.43 -1931.43 2728.57
## 749 750 751 752 753 754 755 756
## 1613.57 3193.57 -131.43 1868.57 1519.57 3068.57 -231.43 -1780.43
## 757 758 759 760 761 762 763 764
## 5668.57 1368.57 -1131.43 368.57 1868.57 -631.43 -631.43 -1331.43
## 765 766 767 768 769 770 771 772
## -1131.43 -1131.43 -631.43 368.57 -2127.43 -131.43 868.57 -831.43
## 773 774 775 776 777 778 779 780
## -131.43 2368.57 868.57 1368.57 2868.57 1368.57 -431.43 -1131.43
## 781 782 783 784 785 786 787 788
## -131.43 -2129.43 -1831.43 -2126.43 768.57 5868.57 -331.43 -731.43
## 789 790 791 792 793 794 795 796
## -1031.43 -631.43 -2119.43 -2127.43 868.57 -431.43 -2127.43 -631.43
## 797 798 799 800
## -1131.43 -1731.43 -1131.43 -1731.43
##
## $Lentil
## 801 802 803 804 805 806 807 808
## 2971.38 2971.38 -528.62 -228.62 -1228.62 -1028.62 -2025.62 971.38
## 809 810 811 812 813 814 815 816
## 971.38 2471.38 -228.62 -2022.62 -2022.62 -1728.62 -2023.62 1971.38
## 817 818 819 820 821 822 823 824
## -2020.62 -2025.62 3971.38 -2025.62 -628.62 -1228.62 -1128.62 -1278.62
## 825 826 827 828 829 830 831 832
## -2024.62 371.38 -1628.62 -2023.62 -1178.62 -2020.62 -2024.62 -1028.62
## 833 834 835 836 837 838 839 840
## 1571.38 -628.62 -28.62 571.38 -478.62 -828.62 -2024.62 2971.38
## 841 842 843 844 845 846 847 848
## -1478.62 -1028.62 -2018.62 -2019.62 -828.62 5971.38 -1028.62 471.38
## 849 850 851 852 853 854 855 856
## 1971.38 1671.38 -1028.62 -1228.62 -1028.62 -1028.62 -1128.62 471.38
## 857 858 859 860 861 862 863 864
## 1471.38 -2026.62 -28.62 -28.62 1371.38 4471.38 221.38 2471.38
## 865 866 867 868 869 870 871 872
## 2571.38 -1228.62 -2025.62 571.38 471.38 -528.62 1771.38 -2026.62
## 873 874 875 876 877 878 879 880
## -228.62 -1028.62 -1328.62 -28.62 -628.62 771.38 1071.38 -728.62
## 881 882 883 884 885 886 887 888
## -2026.62 -28.62 2971.38 -1528.62 871.38 -1028.62 -1553.62 1471.38
## 889 890 891 892 893 894 895 896
## 7571.38 -728.62 471.38 2471.38 5271.38 471.38 221.38 -1028.62
## 897 898 899 900
## 1671.38 971.38 -1028.62 -28.62
##
## $Pomegranate
## 901 902 903 904 905 906 907 908
## 9844.75 44.75 3944.75 -955.25 -2055.25 44.75 44.75 -1955.25
## 909 910 911 912 913 914 915 916
## -955.25 11544.75 2044.75 4744.75 -955.25 -955.25 -2455.25 644.75
## 917 918 919 920 921 922 923 924
## 44.75 4544.75 -1955.25 -1455.25 11544.75 -455.25 3544.75 -955.25
## 925 926 927 928 929 930 931 932
## -1205.25 -1955.25 344.75 44.75 7544.75 -2455.25 -1455.25 10544.75
## 933 934 935 936 937 938 939 940
## 2044.75 4044.75 -1455.25 -1080.25 -2455.25 444.75 -955.25 10044.75
## 941 942 943 944 945 946 947 948
## 544.75 23044.75 3044.75 544.75 -1605.25 -1955.25 744.75 -1155.25
## 949 950 951 952 953 954 955 956
## -1755.25 -1755.25 -1755.25 -2955.25 -2955.25 -2655.25 -2255.25 -2755.25
## 957 958 959 960 961 962 963 964
## 1644.75 4044.75 -2355.25 -2755.25 -2905.25 -2005.25 -555.25 -2855.25
## 965 966 967 968 969 970 971 972
## -1705.25 -655.25 -955.25 344.75 744.75 -2455.25 -1055.25 -2155.25
## 973 974 975 976 977 978 979 980
## -2555.25 -2155.25 -2655.25 -455.25 -455.25 -2455.25 -2255.25 -455.25
## 981 982 983 984 985 986 987 988
## -455.25 -1955.25 -1955.25 -2055.25 -1705.25 -255.25 -2105.25 -2155.25
## 989 990 991 992 993 994 995 996
## -2555.25 -655.25 -655.25 -2755.25 -2855.25 -1955.25 44.75 -1955.25
## 997 998 999 1000
## -2055.25 -2855.25 -1255.25 -2655.25
##
## $Banana
## 1001 1002 1003 1004 1005 1006 1007 1008
## 4122.91 5122.91 -977.09 -1677.09 -1577.09 -1277.09 -1577.09 -1177.09
## 1009 1010 1011 1012 1013 1014 1015 1016
## -377.09 -977.09 1622.91 1622.91 6622.91 6622.91 -377.09 -1377.09
## 1017 1018 1019 1020 1021 1022 1023 1024
## 1622.91 -1377.09 -1377.09 1622.91 1622.91 -877.09 -877.09 5622.91
## 1025 1026 1027 1028 1029 1030 1031 1032
## 5622.91 5622.91 -587.09 -1377.09 622.91 1622.91 -1377.09 622.91
## 1033 1034 1035 1036 1037 1038 1039 1040
## 1122.91 -1777.09 -1577.09 -1477.09 -1477.09 6622.91 -544.09 -710.09
## 1041 1042 1043 1044 1045 1046 1047 1048
## -794.09 -794.09 -544.09 7622.91 -1577.09 -1477.09 -1577.09 -1577.09
## 1049 1050 1051 1052 1053 1054 1055 1056
## -1877.09 -1877.09 -877.09 -2077.09 -877.09 -1927.09 -1677.09 -1377.09
## 1057 1058 1059 1060 1061 1062 1063 1064
## -1677.09 -1677.09 -1727.09 -1797.09 -1527.09 -1677.09 -2007.09 -1957.09
## 1065 1066 1067 1068 1069 1070 1071 1072
## -927.09 -327.09 -877.09 -377.09 -1877.09 622.91 -1677.09 -1577.09
## 1073 1074 1075 1076 1077 1078 1079 1080
## 122.91 -877.09 5122.91 2622.91 622.91 2622.91 -377.09 -1177.09
## 1081 1082 1083 1084 1085 1086 1087 1088
## -1877.09 -1577.09 -877.09 -1877.09 -1777.09 -1677.09 -377.09 -377.09
## 1089 1090 1091 1092 1093 1094 1095 1096
## 2622.91 -377.09 -1977.09 1622.91 -1877.09 -1677.09 -1377.09 122.91
## 1097 1098 1099 1100
## 1622.91 4622.91 2622.91 -1177.09
##
## $Mango
## 1101 1102 1103 1104 1105 1106 1107 1108 1109 1110
## -950.4 -250.4 -1250.4 -1350.4 -850.4 749.6 -1350.4 -1450.4 -1450.4 -1550.4
## 1111 1112 1113 1114 1115 1116 1117 1118 1119 1120
## -950.4 -1350.4 -1450.4 -1450.4 -350.4 -1050.4 -1050.4 -1150.4 -1250.4 -1150.4
## 1121 1122 1123 1124 1125 1126 1127 1128 1129 1130
## -1050.4 -1200.4 1249.6 -750.4 -500.4 -1400.4 -250.4 -1250.4 -850.4 -850.4
## 1131 1132 1133 1134 1135 1136 1137 1138 1139 1140
## -250.4 3249.6 -750.4 -50.4 -1350.4 -1500.4 -950.4 249.6 -250.4 1749.6
## 1141 1142 1143 1144 1145 1146 1147 1148 1149 1150
## -650.4 1049.6 -1250.4 -1050.4 3639.6 49.6 5249.6 2749.6 1249.6 -250.4
## 1151 1152 1153 1154 1155 1156 1157 1158 1159 1160
## -550.4 -550.4 -1230.4 449.6 3749.6 49.6 -450.4 -1350.4 -1250.4 -1250.4
## 1161 1162 1163 1164 1165 1166 1167 1168 1169 1170
## 1249.6 3749.6 1749.6 5749.6 -750.4 6749.6 2749.6 249.6 449.6 -550.4
## 1171 1172 1173 1174 1175 1176 1177 1178 1179 1180
## -1050.4 -550.4 -550.4 2249.6 4749.6 -1200.4 -1250.4 -1150.4 249.6 -250.4
## 1181 1182 1183 1184 1185 1186 1187 1188 1189 1190
## -750.4 -1150.4 -1250.4 3749.6 749.6 -900.4 -900.4 -1400.4 -550.4 -990.4
## 1191 1192 1193 1194 1195 1196 1197 1198 1199 1200
## -350.4 5979.6 889.6 -730.4 -420.4 -1200.4 -250.4 -1250.4 -1350.4 -1350.4
##
## $Grapes
## 1201 1202 1203 1204 1205 1206 1207 1208
## -2140.35 -2440.35 -1440.35 2659.65 -1940.35 -1940.35 -740.35 -2140.35
## 1209 1210 1211 1212 1213 1214 1215 1216
## -2320.35 -2720.35 -1040.35 -640.35 3659.65 -1440.35 -840.35 -1940.35
## 1217 1218 1219 1220 1221 1222 1223 1224
## -2520.35 -1940.35 -1640.35 -1840.35 -2240.35 -2490.35 -2440.35 -1340.35
## 1225 1226 1227 1228 1229 1230 1231 1232
## 602.65 1259.65 1509.65 1179.65 1444.65 -1090.35 -940.35 1059.65
## 1233 1234 1235 1236 1237 1238 1239 1240
## -1740.35 -1940.35 -440.35 -1940.35 -1740.35 -440.35 3059.65 559.65
## 1241 1242 1243 1244 1245 1246 1247 1248
## 1559.65 -440.35 -2140.35 -1440.35 -1340.35 -1340.35 772.65 684.65
## 1249 1250 1251 1252 1253 1254 1255 1256
## -865.35 709.65 1311.65 287.65 774.65 -925.35 -1028.35 559.65
## 1257 1258 1259 1260 1261 1262 1263 1264
## 659.65 1034.65 1209.65 -1100.35 -965.35 509.65 415.65 -962.35
## 1265 1266 1267 1268 1269 1270 1271 1272
## -140.35 59.65 259.65 3459.65 -340.35 259.65 7434.65 -915.35
## 1273 1274 1275 1276 1277 1278 1279 1280
## -1140.35 309.65 -700.35 6659.65 -990.35 -120.35 -440.35 -570.35
## 1281 1282 1283 1284 1285 1286 1287 1288
## -40.35 2259.65 -40.35 -90.35 6509.65 -990.35 1948.65 4193.65
## 1289 1290 1291 1292 1293 1294 1295 1296
## -1340.35 -1224.35 -1433.35 1865.65 4195.65 3159.65 -1640.35 2759.65
## 1297 1298 1299 1300
## 3059.65 -1640.35 2159.65 -1240.35
##
## $Watermelon
## 1301 1302 1303 1304 1305 1306
## -1615.28978 -1565.28978 -754.40434 -537.83069 -1281.50253 5477.89109
## 1307 1308 1309 1310 1311 1312
## 9984.43200 7156.43200 -2110.09254 -28.79796 4243.41564 -3066.05981
## 1313 1314 1315 1316 1317 1318
## -2348.43707 -1665.28978 -2442.91252 -2719.48617 -2309.92889 -2050.37161
## 1319 1320 1321 1322 1323 1324
## -3118.60073 -2427.42071 -1954.40434 -2112.46980 -1226.78160 1560.51383
## 1325 1326 1327 1328 1329 1330
## -2851.58436 -2781.58436 -2453.51890 3769.18567 765.15294 -409.04345
## 1331 1332 1333 1334 1335 1336
## -1103.79796 -2405.01072 -1265.89616 6514.54656 1716.03838 3161.12021
## 1337 1338 1339 1340 1341 1342
## 5184.71022 6157.69385 3349.62839 3282.89109 -1596.94525 -2483.51890
## 1343 1344 1345 1346 1347 1348
## 5213.94019 -3457.38797 1818.57929 -1698.43707 275.43200 636.92382
## 1349 1350 1351 1352 1353 1354
## -2589.92889 3096.03838 -2222.46980 1292.97292 -1829.48617 -3690.09254
## 1355 1356 1357 1358 1359 1360
## -2640.09254 -1781.86343 -1473.79796 -1396.78160 -2043.51890 -2828.60073
## 1361 1362 1363 1364 1365 1366
## -1958.43707 2711.56293 -2167.35524 -2229.38797 -1943.32251 -3265.07618
## 1367 1368 1369 1370 1371 1372
## -1691.78160 -2840.51890 -2940.53526 1268.66112 5237.53020 1257.69385
## 1373 1374 1375 1376 1377 1378
## 3028.97292 -911.91252 -2468.60073 -3009.04345 -2603.01072 -2038.60073
## 1379 1380 1381 1382 1383 1384
## 6576.64476 1153.12021 1615.66112 2359.41564 -2455.43707 -1388.83069
## 1385 1386 1387 1388 1389 1390
## 884.54656 -2355.01072 5094.98928 530.48110 1033.13657 1655.15294
## 1391 1392 1393 1394 1395 1396
## 2153.46474 -2246.94525 -2095.58436 -2688.48617 -795.28978 6986.53020
## 1397 1398 1399 1400
## -1710.86343 765.02201 6047.41564 1125.21840
##
## $Muskmelon
## 1401 1402 1403 1404 1405 1406 1407 1408
## 3830.25 -1066.75 -1206.75 -456.75 -1026.75 1755.25 483.25 -1107.75
## 1409 1410 1411 1412 1413 1414 1415 1416
## -1700.75 -743.75 7125.25 1746.25 1024.25 -425.75 -1026.75 -1266.75
## 1417 1418 1419 1420 1421 1422 1423 1424
## -1875.75 6335.25 3668.25 -833.75 3207.25 -655.75 8205.25 -1679.75
## 1425 1426 1427 1428 1429 1430 1431 1432
## -1660.75 1723.25 1840.25 2153.25 2499.25 -1230.75 -1635.75 -1540.75
## 1433 1434 1435 1436 1437 1438 1439 1440
## -1340.75 -476.75 6993.25 -1850.75 -436.75 2053.25 3528.25 -1631.75
## 1441 1442 1443 1444 1445 1446 1447 1448
## -1624.75 -1412.75 -1635.75 -1400.75 8068.25 -1086.75 -1355.75 -1280.75
## 1449 1450 1451 1452 1453 1454 1455 1456
## 3944.25 944.25 2944.25 1199.25 2144.25 -2615.75 -1305.75 -1285.75
## 1457 1458 1459 1460 1461 1462 1463 1464
## -1285.75 -1305.75 -2755.75 -2555.75 -2405.75 -1855.75 -2755.75 5444.25
## 1465 1466 1467 1468 1469 1470 1471 1472
## -455.75 3944.25 -1055.75 -2155.75 -55.75 944.25 3444.25 -1255.75
## 1473 1474 1475 1476 1477 1478 1479 1480
## 3944.25 -1555.75 -2355.75 -55.75 444.25 3444.25 -1855.75 -1205.75
## 1481 1482 1483 1484 1485 1486 1487 1488
## -2305.75 -1325.75 -1505.75 -1225.75 -2055.75 -2205.75 -2455.75 -2595.75
## 1489 1490 1491 1492 1493 1494 1495 1496
## -2405.75 1494.25 -805.75 -485.75 -55.75 344.25 -2255.75 -2525.75
## 1497 1498 1499 1500
## -2515.75 -2405.75 -515.75 -2405.75
##
## $Apple
## 1501 1502 1503 1504 1505 1506 1507 1508
## -864.25 225.75 4145.75 75.75 -754.25 15.75 115.75 -154.25
## 1509 1510 1511 1512 1513 1514 1515 1516
## -854.25 -1254.25 -1054.25 -154.25 115.75 -154.25 -184.25 1115.75
## 1517 1518 1519 1520 1521 1522 1523 1524
## 845.75 545.75 1595.75 -804.25 -654.25 -1254.25 -854.25 -1254.25
## 1525 1526 1527 1528 1529 1530 1531 1532
## 595.75 -1254.25 175.75 3845.75 25.75 -174.25 95.75 1695.75
## 1533 1534 1535 1536 1537 1538 1539 1540
## -704.25 -854.25 -1154.25 -1054.25 545.75 875.75 1295.75 1745.75
## 1541 1542 1543 1544 1545 1546 1547 1548
## -854.25 -1164.25 -554.25 -1104.25 835.75 225.75 3495.75 55.75
## 1549 1550 1551 1552 1553 1554 1555 1556
## -604.25 -704.25 -654.25 -1064.25 -1124.25 -1114.25 1045.75 -624.25
## 1557 1558 1559 1560 1561 1562 1563 1564
## 345.75 -854.25 -664.25 -924.25 -1204.25 -1184.25 -1354.25 -754.25
## 1565 1566 1567 1568 1569 1570 1571 1572
## 125.75 3845.75 25.75 -164.25 115.75 1645.75 -704.25 -854.25
## 1573 1574 1575 1576 1577 1578 1579 1580
## -1154.25 -1244.25 -1054.25 545.75 875.75 1295.75 945.75 1695.75
## 1581 1582 1583 1584 1585 1586 1587 1588
## -904.25 445.75 -1174.25 -554.25 -1054.25 835.75 -854.25 220.75
## 1589 1590 1591 1592 1593 1594 1595 1596
## 145.75 145.75 -1104.25 -1104.25 -1204.25 395.75 -504.25 3295.75
## 1597 1598 1599 1600
## 3295.75 1795.75 -904.25 -904.25
##
## $Orange
## 1601 1602 1603 1604 1605 1606 1607 1608 1609 1610
## -891.2 -891.2 -891.2 608.8 448.8 -951.2 -1001.2 -901.2 -601.2 548.8
## 1611 1612 1613 1614 1615 1616 1617 1618 1619 1620
## -851.2 -651.2 -1101.2 -401.2 1608.8 -741.2 -791.2 -191.2 -891.2 -191.2
## 1621 1622 1623 1624 1625 1626 1627 1628 1629 1630
## 1108.8 -391.2 -791.2 -1041.2 -191.2 3508.8 -361.2 3708.8 -641.2 -741.2
## 1631 1632 1633 1634 1635 1636 1637 1638 1639 1640
## -641.2 908.8 -541.2 1308.8 208.8 8.8 1108.8 -491.2 -291.2 2908.8
## 1641 1642 1643 1644 1645 1646 1647 1648 1649 1650
## -741.2 -891.2 -891.2 -541.2 458.8 608.8 108.8 -941.2 118.8 3958.8
## 1651 1652 1653 1654 1655 1656 1657 1658 1659 1660
## -491.2 -241.2 -891.2 2908.8 3108.8 108.8 1108.8 958.8 -606.2 108.8
## 1661 1662 1663 1664 1665 1666 1667 1668 1669 1670
## -716.2 758.8 -691.2 408.8 358.8 2908.8 -241.2 -341.2 708.8 2108.8
## 1671 1672 1673 1674 1675 1676 1677 1678 1679 1680
## -491.2 -691.2 2408.8 -991.2 198.8 -201.2 -801.2 -701.2 -811.2 -701.2
## 1681 1682 1683 1684 1685 1686 1687 1688 1689 1690
## -801.2 98.8 2198.8 -201.2 -801.2 -701.2 -701.2 343.8 -946.2 -961.2
## 1691 1692 1693 1694 1695 1696 1697 1698 1699 1700
## -981.2 -386.2 -481.2 -406.2 -951.2 -1171.2 -681.2 -931.2 -841.2 -431.2
##
## $Papaya
## 1701 1702 1703 1704 1705 1706 1707 1708
## 119.05 -1520.95 -1670.95 -1220.95 2394.05 1794.05 1394.05 -305.95
## 1709 1710 1711 1712 1713 1714 1715 1716
## -155.95 -250.95 -1180.95 -1380.95 -1580.95 -1480.95 -980.95 -1580.95
## 1717 1718 1719 1720 1721 1722 1723 1724
## -1280.95 1819.05 -780.95 1019.05 -1380.95 -1580.95 -180.95 -1380.95
## 1725 1726 1727 1728 1729 1730 1731 1732
## -180.95 -430.95 -1480.95 -1330.95 -1630.95 -830.95 -1430.95 -1130.95
## 1733 1734 1735 1736 1737 1738 1739 1740
## -1680.95 -1530.95 -1580.95 -1380.95 -430.95 -1650.95 -210.95 -1590.95
## 1741 1742 1743 1744 1745 1746 1747 1748
## 419.05 -330.95 -130.95 -1480.95 -1580.95 -1680.95 -1180.95 -1580.95
## 1749 1750 1751 1752 1753 1754 1755 1756
## -1380.95 3769.05 3999.05 -820.95 3249.05 3419.05 -280.95 -1110.95
## 1757 1758 1759 1760 1761 1762 1763 1764
## -1510.95 419.05 179.05 669.05 599.05 2019.05 7169.05 -1320.95
## 1765 1766 1767 1768 1769 1770 1771 1772
## -780.95 -1470.95 -1800.95 589.05 1299.05 -1110.95 -100.95 -100.95
## 1773 1774 1775 1776 1777 1778 1779 1780
## -305.95 164.05 1164.05 1519.05 1069.05 -255.95 4419.05 4719.05
## 1781 1782 1783 1784 1785 1786 1787 1788
## 119.05 2519.05 4419.05 -1280.95 -1610.95 -1600.95 19.05 319.05
## 1789 1790 1791 1792 1793 1794 1795 1796
## -280.95 1319.05 6919.05 -1280.95 319.05 -1080.95 -1600.95 419.05
## 1797 1798 1799 1800
## -1300.95 -40.95 3719.05 -680.95
##
## $Coconut
## 1801 1802 1803 1804 1805 1806 1807 1808
## 249.16 -1150.84 -1650.84 -1550.84 -1650.84 -1650.84 26449.16 -2050.84
## 1809 1810 1811 1812 1813 1814 1815 1816
## 3249.16 -1650.84 -1150.84 -1050.84 1249.16 -1650.84 -775.84 -798.84
## 1817 1818 1819 1820 1821 1822 1823 1824
## -1650.84 -1150.84 -1650.84 -1650.84 -750.84 -2050.84 -1650.84 -2110.84
## 1825 1826 1827 1828 1829 1830 1831 1832
## -1700.84 549.16 -2050.84 -450.84 -2200.84 -2240.84 3859.16 3829.16
## 1833 1834 1835 1836 1837 1838 1839 1840
## -765.84 -1880.84 -1500.84 -1590.84 -1850.84 -830.84 -1840.84 -1690.84
## 1841 1842 1843 1844 1845 1846 1847 1848
## -10.84 989.16 1689.16 -660.84 -120.84 534.16 6694.16 -1700.84
## 1849 1850 1851 1852 1853 1854 1855 1856
## -800.84 1589.16 -2050.84 -1430.84 -300.84 889.16 -1860.84 -705.84
## 1857 1858 1859 1860 1861 1862 1863 1864
## 1499.16 1199.16 899.16 -725.84 3649.16 -550.84 -815.84 3699.16
## 1865 1866 1867 1868 1869 1870 1871 1872
## 4324.16 2879.16 2459.16 3879.16 -1570.84 -1730.84 -550.84 2809.16
## 1873 1874 1875 1876 1877 1878 1879 1880
## -1050.84 619.16 1859.16 1539.16 7329.16 -1690.84 2329.16 -1950.84
## 1881 1882 1883 1884 1885 1886 1887 1888
## -230.84 -2050.84 -600.84 1579.16 -2190.84 -2090.84 -2290.84 -2020.84
## 1889 1890 1891 1892 1893 1894 1895 1896
## -618.84 -2150.84 -2090.84 -2100.84 3269.16 -1240.84 -610.84 -1270.84
## 1897 1898 1899 1900
## -1520.84 -1920.84 -1850.84 -460.84
##
## $Cotton
## 1901 1902 1903 1904 1905 1906 1907 1908
## 848.95 1098.95 1248.95 518.95 1198.95 2688.95 7858.95 -521.05
## 1909 1910 1911 1912 1913 1914 1915 1916
## -241.05 -796.05 -611.05 1288.95 -341.05 553.95 1188.95 -991.05
## 1917 1918 1919 1920 1921 1922 1923 1924
## -921.05 -406.05 828.95 -431.05 -841.05 -1011.05 -1081.05 2488.95
## 1925 1926 1927 1928 1929 1930 1931 1932
## 488.95 -261.05 -261.05 -971.05 -971.05 -1071.05 -511.05 -311.05
## 1933 1934 1935 1936 1937 1938 1939 1940
## -311.05 1688.95 -311.05 -511.05 -971.05 -941.05 -1151.05 -511.05
## 1941 1942 1943 1944 1945 1946 1947 1948
## -1116.05 338.95 -911.05 1938.95 -916.05 493.95 2538.95 -211.05
## 1949 1950 1951 1952 1953 1954 1955 1956
## -891.05 -911.05 2388.95 838.95 -361.05 -511.05 -851.05 -991.05
## 1957 1958 1959 1960 1961 1962 1963 1964
## -291.05 -811.05 -911.05 -1051.05 -1161.05 -711.05 1788.95 -111.05
## 1965 1966 1967 1968 1969 1970 1971 1972
## -911.05 -711.05 -1131.05 -911.05 5063.95 -246.05 -751.05 -961.05
## 1973 1974 1975 1976 1977 1978 1979 1980
## -966.05 -51.05 478.95 1333.95 628.95 533.95 1038.95 28.95
## 1981 1982 1983 1984 1985 1986 1987 1988
## 333.95 -866.05 -761.05 -1116.05 -266.05 -71.05 348.95 -971.05
## 1989 1990 1991 1992 1993 1994 1995 1996
## -311.05 -961.05 -971.05 -261.05 -291.05 -871.05 -1051.05 -1131.05
## 1997 1998 1999 2000
## 3488.95 -111.05 -411.05 -561.05
##
## $Jute
## 2001 2002 2003 2004 2005 2006
## -1112.97594 -915.88139 -893.16704 -735.69029 2656.69090 -946.35662
## 2007 2008 2009 2010 2011 2012
## 2606.83296 -473.50020 -196.21456 -676.54772 -1562.97594 -1276.54772
## 2013 2014 2015 2016 2017 2018
## -1662.97594 -315.88139 403.78544 -1123.50020 -976.54772 -1288.73782
## 2019 2020 2021 2022 2023 2024
## -1182.64277 -1200.78584 -1459.92841 -656.88089 -1134.16653 -1131.11901
## 2025 2026 2027 2028 2029 2030
## -928.07149 -1258.07149 -1456.88089 -178.07149 -1087.73832 -1562.64277
## 2031 2032 2033 2034 2035 2036
## -847.73832 193.11911 2753.78544 -925.02396 -844.69080 -29.59525
## 2037 2038 2039 2040 2041 2042
## -1513.83337 -1562.97594 -567.40516 -1488.73782 5244.54732 -131.11901
## 2043 2044 2045 2046 2047 2048
## 3012.02406 -868.83337 -1406.78534 -1212.30961 494.11861 282.59484
## 2049 2050 2051 2052 2053 2054
## 1285.83347 1688.64338 -887.30961 -1119.59525 357.35723 -1871.35662
## 2055 2056 2057 2058 2059 2060
## -127.21406 1553.78544 -875.02396 -1662.97594 -1362.97594 -791.64327
## 2061 2062 2063 2064 2065 2066
## -455.35713 -134.16653 -1444.83286 -952.30961 -712.97594 -964.49970
## 2067 2068 2069 2070 2071 2072
## 46.16663 -770.45268 -217.40516 1617.35723 -791.64327 -1870.59474
## 2073 2074 2075 2076 2077 2078
## -1273.50020 -1588.73782 -675.78584 -896.21456 2265.83347 -475.02396
## 2079 2080 2081 2082 2083 2084
## -1219.26208 1231.07108 1405.30920 384.11861 -1485.69029 411.26218
## 2085 2086 2087 2088 2089 2090
## 2085.50030 -261.45217 -1255.02396 1050.73792 -982.64277 -1099.26208
## 2091 2092 2093 2094 2095 2096
## -131.11901 4646.16663 3882.45278 4506.83296 -1066.02346 5348.54783
## 2097 2098 2099 2100
## 5462.78594 4911.26218 4011.26218 2415.83347
##
## $Coffee
## 2101 2102 2103 2104 2105 2106 2107 2108 2109 2110
## -1618.9 2261.1 1961.1 -2078.9 361.1 -1728.9 -2078.9 -638.9 1361.1 4361.1
## 2111 2112 2113 2114 2115 2116 2117 2118 2119 2120
## 461.1 1661.1 -1638.9 -888.9 -2038.9 -338.9 -1638.9 -1838.9 -1838.9 1161.1
## 2121 2122 2123 2124 2125 2126 2127 2128 2129 2130
## -888.9 -2138.9 -338.9 4361.1 -1738.9 961.1 1161.1 1261.1 -1538.9 -868.9
## 2131 2132 2133 2134 2135 2136 2137 2138 2139 2140
## -888.9 -2128.9 361.1 -388.9 -1538.9 -1588.9 5361.1 1261.1 1161.1 7286.1
## 2141 2142 2143 2144 2145 2146 2147 2148 2149 2150
## -1638.9 -888.9 -2138.9 -338.9 4461.1 2361.1 -1438.9 561.1 -2158.9 211.1
## 2151 2152 2153 2154 2155 2156 2157 2158 2159 2160
## 2261.1 -1888.9 -2138.9 -1988.9 561.1 -38.9 -2113.9 -1438.9 -1738.9 1161.1
## 2161 2162 2163 2164 2165 2166 2167 2168 2169 2170
## 1361.1 1461.1 -1888.9 -2163.9 561.1 61.1 311.1 1461.1 1561.1 -2288.9
## 2171 2172 2173 2174 2175 2176 2177 2178 2179 2180
## -88.9 -238.9 5961.1 1661.1 -2238.9 61.1 1161.1 -1778.9 -858.9 -2108.9
## 2181 2182 2183 2184 2185 2186 2187 2188 2189 2190
## 261.1 4686.1 -638.9 -1138.9 2361.1 1661.1 1461.1 -1438.9 -868.9 -2058.9
## 2191 2192 2193 2194 2195 2196 2197 2198 2199 2200
## 1161.1 -1238.9 3861.1 -1038.9 2961.1 -1638.9 -1838.9 -2078.9 -1138.9 -1238.9b模型的殘差值:
model_residuals <- list()
for (var in variables) {
formula <- as.formula(paste("Yield ~ factor(Crop) *", var, "+", paste(variables[variables != var], collapse = " + ")))
model <- lm(formula, data = data)
model_residuals[[var]] <- residuals(model)
}
for (var in variables) {
cat("Model with interaction term:", var, "\n")
print(model_summaries[[var]])
cat("\n")
cat("Residuals:", "\n")
print(model_residuals[[var]])
cat("\n\n")
}## Model with interaction term: Nitrogen
##
## Call:
## lm(formula = formula, data = data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -5621 -1503 -690 722 114836
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) -2301.6555 5642.6857 -0.408 0.6834
## factor(Crop)Banana 4090.4537 5110.9599 0.800 0.4236
## factor(Crop)Blackgram 4230.4599 4755.5783 0.890 0.3738
## factor(Crop)ChickPea 3303.4682 3706.8972 0.891 0.3729
## factor(Crop)Coconut 4096.5072 4487.2621 0.913 0.3614
## factor(Crop)Coffee 4894.7599 5422.3582 0.903 0.3668
## factor(Crop)Cotton 2604.2463 5894.3357 0.442 0.6587
## factor(Crop)Grapes 1442.4136 1088.6182 1.325 0.1853
## factor(Crop)Jute 1212.0744 4927.7109 0.246 0.8057
## factor(Crop)KidneyBeans 5169.8724 4851.1515 1.066 0.2867
## factor(Crop)Lentil 4003.1614 4684.0841 0.855 0.3929
## factor(Crop)Maize 4375.4654 5250.1116 0.833 0.4047
## factor(Crop)Mango 3778.7430 4562.6532 0.828 0.4077
## factor(Crop)MothBeans 5248.5170 4759.0709 1.103 0.2702
## factor(Crop)MungBean 4828.7659 4691.9162 1.029 0.3035
## factor(Crop)Muskmelon 3875.5400 5113.0070 0.758 0.4485
## factor(Crop)Orange 3167.3340 5007.5715 0.633 0.5271
## factor(Crop)Papaya 3465.8946 4195.0521 0.826 0.4088
## factor(Crop)PigeonPeas 5891.0993 4737.6239 1.243 0.2138
## factor(Crop)Pomegranate 5674.9622 4265.1734 1.331 0.1835
## factor(Crop)Rice 9058.5476 4734.5826 1.913 0.0558 .
## factor(Crop)Watermelon 9285.9256 4921.2723 1.887 0.0593 .
## Nitrogen 10.7450 30.5562 0.352 0.7251
## Phosphorus -1.1954 10.2622 -0.116 0.9073
## Potassium 19.6534 24.8283 0.792 0.4287
## Temperature -36.2825 21.5327 -1.685 0.0921 .
## Humidity -1.5520 19.3069 -0.080 0.9359
## pH_Value 128.7597 125.7488 1.024 0.3060
## Rainfall 1.9106 3.7079 0.515 0.6064
## factor(Crop)Banana:Nitrogen -12.2386 44.7156 -0.274 0.7843
## factor(Crop)Blackgram:Nitrogen -9.6093 41.8905 -0.229 0.8186
## factor(Crop)ChickPea:Nitrogen -19.3996 42.7591 -0.454 0.6501
## factor(Crop)Coconut:Nitrogen -1.1219 43.4242 -0.026 0.9794
## factor(Crop)Coffee:Nitrogen -17.3315 42.3842 -0.409 0.6826
## factor(Crop)Cotton:Nitrogen -4.5471 43.6600 -0.104 0.9171
## factor(Crop)Grapes:Nitrogen -10.3712 42.1811 -0.246 0.8058
## factor(Crop)Jute:Nitrogen 14.4825 45.0278 0.322 0.7478
## factor(Crop)KidneyBeans:Nitrogen -20.3662 45.3260 -0.449 0.6532
## factor(Crop)Lentil:Nitrogen -8.7276 42.6406 -0.205 0.8378
## factor(Crop)Maize:Nitrogen -11.6927 43.1086 -0.271 0.7862
## factor(Crop)Mango:Nitrogen -10.5194 42.4233 -0.248 0.8042
## factor(Crop)MothBeans:Nitrogen -8.1552 44.2569 -0.184 0.8538
## factor(Crop)MungBean:Nitrogen -7.5855 43.8873 -0.173 0.8628
## factor(Crop)Muskmelon:Nitrogen -2.4101 42.6845 -0.056 0.9550
## factor(Crop)Orange:Nitrogen -0.3752 43.1277 -0.009 0.9931
## factor(Crop)Papaya:Nitrogen -6.1279 42.8069 -0.143 0.8862
## factor(Crop)PigeonPeas:Nitrogen 57.4866 43.3370 1.326 0.1848
## factor(Crop)Pomegranate:Nitrogen -52.4496 41.9471 -1.250 0.2113
## factor(Crop)Rice:Nitrogen -49.1509 43.1482 -1.139 0.2548
## factor(Crop)Watermelon:Nitrogen -49.5137 42.0239 -1.178 0.2388
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 3607 on 2150 degrees of freedom
## Multiple R-squared: 0.07612, Adjusted R-squared: 0.05507
## F-statistic: 3.615 on 49 and 2150 DF, p-value: 1.364e-15
##
##
## Residuals:
## 1 2 3 4 5
## 2564.528701 346.416761 1197.039749 2063.599292 114836.360543
## 6 7 8 9 10
## -1812.552523 2411.787159 2296.208640 5696.997693 5910.200383
## 11 12 13 14 15
## 4904.996785 1081.733764 1340.043146 -1080.349650 -1052.801143
## 16 17 18 19 20
## -4884.285409 -4374.243849 -3530.142259 -139.619063 -2546.534624
## 21 22 23 24 25
## -2327.823643 -2928.474929 1821.199530 -2323.781316 -1263.584402
## 26 27 28 29 30
## 977.593826 -3197.185091 -3320.273835 -5286.566306 -3329.783998
## 31 32 33 34 35
## -3601.011013 -139.322157 -2895.021202 -1076.924096 -2100.665710
## 36 37 38 39 40
## -303.954039 -2815.341716 -3385.449882 -5249.553439 -4443.518932
## 41 42 43 44 45
## -4232.244368 -744.379695 1975.431289 -1927.611862 -2299.614843
## 46 47 48 49 50
## -1679.426939 -114.914913 -2587.809113 -2538.728311 342.682796
## 51 52 53 54 55
## 1223.650524 1249.453353 -3073.787403 -4722.527427 -733.092349
## 56 57 58 59 60
## -2157.947461 631.123775 -3066.691487 -4696.498538 -3032.345003
## 61 62 63 64 65
## -3368.405627 -2546.064600 88.626765 -3614.220768 -3892.035773
## 66 67 68 69 70
## -3113.871671 -2925.494104 -3267.973339 -923.386228 -2831.258641
## 71 72 73 74 75
## -3198.564373 486.963342 -4031.829898 -4238.077003 -2830.504427
## 76 77 78 79 80
## -464.111170 -3644.364077 -527.733791 -2143.768877 -1943.724141
## 81 82 83 84 85
## -735.225685 -3189.074407 -3856.443334 -3451.346366 -61.285297
## 86 87 88 89 90
## 14270.370213 17797.857107 16102.038700 -2986.534401 -3274.140232
## 91 92 93 94 95
## -2930.004802 -2822.693749 -3104.430767 -2736.296338 -3399.314032
## 96 97 98 99 100
## 453.283708 -924.751059 -3828.844320 -4101.173464 -4146.856843
## 101 102 103 104 105
## 354.866343 -1502.370255 -1179.915067 -1674.043118 935.337537
## 106 107 108 109 110
## -208.027976 1256.833178 640.776159 3775.895646 628.873037
## 111 112 113 114 115
## -852.038864 1389.800653 -1561.933166 -1200.779014 -926.978260
## 116 117 118 119 120
## 925.279705 -832.027518 240.512354 607.849191 620.477292
## 121 122 123 124 125
## -897.079669 1677.843919 -1936.322413 -1017.971369 2794.387577
## 126 127 128 129 130
## 2290.854592 -391.077107 -779.451616 -393.360534 -546.629234
## 131 132 133 134 135
## -636.115006 -1182.101427 -1302.834542 -1243.893301 -1110.383889
## 136 137 138 139 140
## 1418.522130 -1156.844907 376.095085 -818.724662 557.308979
## 141 142 143 144 145
## 949.536406 -904.491804 1392.737196 -1025.175303 367.200183
## 146 147 148 149 150
## -994.912368 794.021165 598.849025 -984.319953 2516.853417
## 151 152 153 154 155
## -1440.573723 -1800.176151 -1535.424998 -267.286380 229.159651
## 156 157 158 159 160
## -485.893571 2776.980243 1020.383996 -877.482400 496.296907
## 161 162 163 164 165
## 459.681427 -1157.638476 -1015.897664 3170.183591 3007.302731
## 166 167 168 169 170
## 2867.810153 2853.269519 1404.291824 1384.090575 -628.122348
## 171 172 173 174 175
## -1689.372626 -1666.139903 -1021.496556 718.710634 816.023136
## 176 177 178 179 180
## -399.338725 -1127.609155 -841.952351 4004.844371 646.754048
## 181 182 183 184 185
## -343.302280 -1595.488379 1570.576382 -1345.224467 -1075.132309
## 186 187 188 189 190
## -1577.982690 -1546.799752 -727.788901 826.465270 -1748.966655
## 191 192 193 194 195
## -1536.981119 -1569.395458 -1715.316621 -739.235426 208.247512
## 196 197 198 199 200
## -842.637670 -1137.129183 3365.872352 -1140.760359 2918.693552
## 201 202 203 204 205
## 303.119540 305.368932 504.297733 -1979.036812 -694.049724
## 206 207 208 209 210
## 588.158959 5763.150303 1469.560263 2591.649161 -1364.767751
## 211 212 213 214 215
## -1483.152752 -1133.186856 -1064.576527 -2602.854091 -1905.127686
## 216 217 218 219 220
## -1871.328854 2630.552543 -2224.866837 -2135.933066 -391.867283
## 221 222 223 224 225
## 1226.922067 279.550776 -1490.767709 -326.047154 -1627.371344
## 226 227 228 229 230
## 1943.902803 -1867.621284 -1622.158115 -882.616953 500.266710
## 231 232 233 234 235
## 171.247182 -1950.489930 -2451.920962 -1340.561761 -1233.144509
## 236 237 238 239 240
## 903.488090 -1428.264932 -311.534161 -741.166439 -716.009576
## 241 242 243 244 245
## 1568.626206 -1848.750101 -1890.291702 -1798.895049 -887.856387
## 246 247 248 249 250
## -1111.103712 -2226.084689 5427.584323 -360.099012 -1095.137469
## 251 252 253 254 255
## 3487.238719 -1810.443538 889.440386 385.371953 6400.003285
## 256 257 258 259 260
## 481.909920 -964.879308 741.008537 2555.017211 -1980.360358
## 261 262 263 264 265
## -1907.287697 -807.571872 -1721.053896 -1113.494959 -1551.001871
## 266 267 268 269 270
## -972.792852 5057.077226 379.768670 49.793970 -1767.747718
## 271 272 273 274 275
## 2242.600399 -1638.018392 -1618.669168 -19.398075 -235.084756
## 276 277 278 279 280
## -786.367130 4959.823826 -1800.780490 -2002.981801 -976.562425
## 281 282 283 284 285
## -488.800780 2648.221994 -244.536757 1940.246053 -81.796824
## 286 287 288 289 290
## -1216.035130 -2019.852706 1521.912910 -1821.543417 -1540.775722
## 291 292 293 294 295
## -803.370510 1475.941920 6251.868990 1639.675522 3687.844585
## 296 297 298 299 300
## -987.058851 1361.416649 6870.173640 -1506.974885 1240.081122
## 301 302 303 304 305
## -2736.193067 188.505188 -787.027065 -1468.767776 -993.384260
## 306 307 308 309 310
## 914.451814 -2408.084946 -2507.623489 -2300.371346 -787.445192
## 311 312 313 314 315
## 4728.134381 -664.596215 3380.167480 -185.386906 -940.182571
## 316 317 318 319 320
## -2403.053115 1428.874973 -2092.797807 -2258.734236 2450.334438
## 321 322 323 324 325
## 2480.838909 5584.967136 3905.251941 1795.697995 1346.532223
## 326 327 328 329 330
## -1045.753245 2200.199522 16751.465914 2349.292466 -2126.793058
## 331 332 333 334 335
## 1504.338123 -495.420830 -1039.253020 796.898370 3864.350867
## 336 337 338 339 340
## -2257.101287 -1414.578302 -2575.817059 -1530.271707 -1149.717038
## 341 342 343 344 345
## -1965.484382 -660.919508 2494.547114 -583.837943 -677.689352
## 346 347 348 349 350
## -2326.629936 2541.947245 -1869.427025 -1422.277970 -1943.955115
## 351 352 353 354 355
## 1494.806708 1758.559447 2184.399029 6657.502869 4273.828083
## 356 357 358 359 360
## 3167.805001 3178.063837 -199.031042 3184.023667 -1849.037646
## 361 362 363 364 365
## -387.276480 -497.428902 -1939.379910 -874.571739 -2688.745471
## 366 367 368 369 370
## -2178.111039 -1071.518240 -194.337866 -2178.104321 -1734.590980
## 371 372 373 374 375
## -1841.639145 246.408528 -1761.644901 388.814588 626.474096
## 376 377 378 379 380
## -2069.771031 -1765.583015 -1559.337756 2410.818233 -1468.203655
## 381 382 383 384 385
## 148.335507 2320.685940 -505.593861 628.513564 -1226.661932
## 386 387 388 389 390
## -1626.783866 -128.032889 -1550.151133 531.121852 -1821.645813
## 391 392 393 394 395
## -2022.993128 -437.868939 -2207.489857 -1798.900291 -164.664850
## 396 397 398 399 400
## -1579.410734 -1731.996997 724.730117 -1884.788811 -2067.816162
## 401 402 403 404 405
## -776.049622 -5255.592590 -5621.099946 -2032.480808 -3757.712079
## 406 407 408 409 410
## -5320.045603 2590.612513 -4461.671105 4949.471353 -5067.911531
## 411 412 413 414 415
## -1436.279205 -2055.949118 -3670.044003 -835.289605 -3187.484422
## 416 417 418 419 420
## -5163.001986 -1406.943444 -2153.410037 -1389.927189 -482.819110
## 421 422 423 424 425
## -4610.843643 1444.157054 -1799.982475 -1637.554361 -3246.951861
## 426 427 428 429 430
## -2154.992701 -5424.043261 -328.241430 -2661.683752 -87.862909
## 431 432 433 434 435
## -541.772258 -2208.138768 2914.632322 -2279.430391 -4317.217291
## 436 437 438 439 440
## -2857.098028 -3584.866640 -1580.767329 -2935.930338 -1519.874127
## 441 442 443 444 445
## -1821.525135 47.958450 -1182.317948 -2043.544344 14589.835143
## 446 447 448 449 450
## 23804.563454 -3125.510857 12256.828041 6172.381286 6167.766771
## 451 452 453 454 455
## -2632.746493 15799.365680 -2522.093512 -1066.710555 1177.666069
## 456 457 458 459 460
## 4018.969666 5674.719504 -2320.967113 -3762.424202 -3328.345699
## 461 462 463 464 465
## 26160.658066 -4088.782092 -3391.253185 16748.065752 -3468.692345
## 466 467 468 469 470
## -110.988166 -3694.402928 616.312124 1027.040644 -3752.456432
## 471 472 473 474 475
## -311.750483 -1620.468403 -1678.804086 -2898.564587 5424.404804
## 476 477 478 479 480
## 31.091966 -3255.578743 2689.787503 3319.385055 380.543463
## 481 482 483 484 485
## -1077.452368 -1663.163430 -1885.123385 21186.573925 -2556.948010
## 486 487 488 489 490
## -2779.228506 -1541.101229 -1256.801153 -2827.848222 -2688.470639
## 491 492 493 494 495
## -3748.979607 242.401946 153.891704 1785.162406 -1923.656512
## 496 497 498 499 500
## -410.340091 38.686526 -3014.917006 -1651.368518 -2458.644240
## 501 502 503 504 505
## 3425.358666 -1647.086650 -1882.193665 2210.742969 309.868247
## 506 507 508 509 510
## 1118.768195 188.541365 -1651.342654 -2189.503370 -1031.410563
## 511 512 513 514 515
## 1107.398106 -1608.907165 1478.765413 960.008607 1557.484700
## 516 517 518 519 520
## 302.280817 3612.918997 1047.573157 -268.668732 -1709.633445
## 521 522 523 524 525
## 2485.875402 1325.665768 6775.976815 272.174199 108.067606
## 526 527 528 529 530
## 5414.385765 -837.458329 -596.880859 -989.751969 -1540.948897
## 531 532 533 534 535
## 457.307395 -896.326401 -552.977534 -452.383912 63.712542
## 536 537 538 539 540
## -461.999904 -1503.082454 -226.268488 471.458873 467.042695
## 541 542 543 544 545
## 1964.998191 -1063.977521 2668.288145 -951.853016 5427.033895
## 546 547 548 549 550
## 455.442673 -125.543256 53.560370 448.464447 -1632.659395
## 551 552 553 554 555
## -790.940115 -2379.066748 -1482.931961 -1011.796290 -1083.618636
## 556 557 558 559 560
## 841.904937 -1474.054502 451.920721 -1551.996828 178.179705
## 561 562 563 564 565
## -1222.768555 -1424.676186 -1173.801191 -214.575213 -164.089390
## 566 567 568 569 570
## -1305.440601 -1282.742830 -2115.009276 -1433.207831 -1093.252623
## 571 572 573 574 575
## -31.379965 -2019.970717 2763.358949 -328.086495 3753.944109
## 576 577 578 579 580
## 6023.519859 -11.177928 843.341842 -2028.523878 2924.815092
## 581 582 583 584 585
## -670.750537 -1723.699843 -1216.787430 -2310.893258 -1758.998612
## 586 587 588 589 590
## -1150.564481 1098.665103 -1319.641316 -953.799282 -196.939574
## 591 592 593 594 595
## -1884.372515 -603.888843 319.010203 156.594191 -38.717688
## 596 597 598 599 600
## -1307.442433 -1093.818826 -365.281502 559.639555 -54.496208
## 601 602 603 604 605
## 5387.403227 -607.368259 -717.212951 -706.863942 -16.935433
## 606 607 608 609 610
## -1040.013679 -951.499632 -451.505193 -488.782238 -590.303281
## 611 612 613 614 615
## 3164.060319 3588.234648 235.356359 563.504430 1326.612009
## 616 617 618 619 620
## -394.010221 -284.535283 249.552279 916.314638 78.132424
## 621 622 623 624 625
## 1366.411777 876.350620 -757.415084 -206.849513 -223.566501
## 626 627 628 629 630
## 1277.208218 689.093336 1268.534402 -772.481602 704.556952
## 631 632 633 634 635
## -252.028794 -357.062152 85.586940 1219.661421 -739.487228
## 636 637 638 639 640
## -1886.239837 974.468912 -540.671755 -511.205838 1085.513155
## 641 642 643 644 645
## -1316.166374 -288.809260 -445.346690 -90.740348 -1349.701757
## 646 647 648 649 650
## 436.615976 4103.100294 1040.033359 264.936348 -1712.306867
## 651 652 653 654 655
## -1461.916762 -1675.559561 -575.492490 -791.914147 -1055.713296
## 656 657 658 659 660
## 1172.144158 957.606531 587.522869 -1063.291856 -1249.829657
## 661 662 663 664 665
## -1554.948716 396.782552 -88.564729 693.196296 1255.738228
## 666 667 668 669 670
## 839.970708 -870.909365 -1160.038309 -1681.555984 745.928279
## 671 672 673 674 675
## 1058.603335 -1370.953346 683.106724 2382.044533 3238.986171
## 676 677 678 679 680
## 346.294064 1265.605652 1267.982091 5331.573003 -1030.430532
## 681 682 683 684 685
## -181.349332 -885.579283 -1852.389968 -1932.016177 -1961.725877
## 686 687 688 689 690
## -2117.211887 -1891.776904 -1957.441594 -1911.477362 -620.960931
## 691 692 693 694 695
## -1407.197888 624.264037 -698.791700 -641.262057 -1885.571261
## 696 697 698 699 700
## -1888.347827 784.471110 1488.532395 -1500.766599 642.500327
## 701 702 703 704 705
## -122.117118 -804.839693 -675.459210 -418.429658 -760.922510
## 706 707 708 709 710
## -682.576189 -535.033295 3468.428992 90.409157 1517.078698
## 711 712 713 714 715
## -1094.156867 -1573.411367 -827.538608 -941.329591 -602.262915
## 716 717 718 719 720
## -58.266187 -830.611354 -1623.582288 -1811.933949 118.273107
## 721 722 723 724 725
## 1127.554048 -1834.931868 -1052.739024 -1282.932706 -1705.482858
## 726 727 728 729 730
## -1707.404655 1757.490926 3023.330165 -997.351113 1900.209170
## 731 732 733 734 735
## 3161.111842 -625.310186 -1759.731908 7960.044743 -170.706261
## 736 737 738 739 740
## -893.702271 -1118.216372 144.516133 2543.722682 1620.106679
## 741 742 743 744 745
## 2448.137972 -1778.255866 -680.455637 -1723.092843 -2057.006748
## 746 747 748 749 750
## -1730.928859 -2209.114392 3006.026722 1863.580612 3192.609775
## 751 752 753 754 755
## -84.839143 1852.613262 1455.715407 3236.140979 -113.342311
## 756 757 758 759 760
## -1651.379207 5588.407396 1141.658872 -1037.569210 452.290190
## 761 762 763 764 765
## 1872.891808 -602.563595 -804.277271 -1224.917654 -1085.592585
## 766 767 768 769 770
## -1450.950823 -589.474748 507.496683 -2033.052232 -276.025879
## 771 772 773 774 775
## 750.017807 -943.626871 -190.132455 2316.427562 931.749710
## 776 777 778 779 780
## 1275.340085 3037.572097 1294.341087 -388.042557 -1117.902495
## 781 782 783 784 785
## -17.997731 -2065.114396 -1792.463082 -2163.905627 619.496459
## 786 787 788 789 790
## 5807.571562 -218.802799 -918.510206 -944.455668 -666.731328
## 791 792 793 794 795
## -2112.520204 -2186.735123 912.253627 -300.199382 -1996.228662
## 796 797 798 799 800
## -418.297420 -1216.329688 -1834.466015 -1081.653089 -1776.682190
## 801 802 803 804 805
## 3084.369411 2631.739959 -476.425235 -228.970912 -1176.945575
## 806 807 808 809 810
## -1055.457218 -2017.641973 1123.831954 828.790177 2662.812933
## 811 812 813 814 815
## -59.405279 -2037.259016 -1954.615245 -1804.934056 -1947.558530
## 816 817 818 819 820
## 1944.217456 -2206.871374 -2230.573671 3987.637987 -2109.160896
## 821 822 823 824 825
## -407.612612 -1631.240381 -1076.292039 -1267.188892 -1911.380482
## 826 827 828 829 830
## 443.728024 -1830.070053 -2071.235588 -1213.570744 -2067.881943
## 831 832 833 834 835
## -2222.762082 -953.128934 1382.891818 -707.168005 -155.764343
## 836 837 838 839 840
## 407.572314 -215.543087 -677.039144 -1745.460228 2957.667138
## 841 842 843 844 845
## -1680.117906 -908.620385 -1959.131028 -2184.769218 -759.788997
## 846 847 848 849 850
## 6036.010558 -1057.609400 692.511020 2054.693653 1829.771710
## 851 852 853 854 855
## -1077.101744 -1316.709075 -1188.453611 -869.739630 -1058.644150
## 856 857 858 859 860
## 595.464226 1633.038029 -1949.913372 -64.566152 -9.599889
## 861 862 863 864 865
## 1257.029575 4372.459132 79.881902 2781.815337 2720.927202
## 866 867 868 869 870
## -1204.576240 -2243.826804 495.582817 483.490866 -444.793213
## 871 872 873 874 875
## 1539.300652 -2093.189924 -282.597072 -1210.613788 -1210.374886
## 876 877 878 879 880
## 22.102203 -861.608273 952.993944 1077.385508 -718.942658
## 881 882 883 884 885
## -2279.699902 170.023370 3250.128513 -1357.759595 835.257173
## 886 887 888 889 890
## -1094.787926 -1393.849906 1234.463661 7581.330781 -643.963432
## 891 892 893 894 895
## 461.229286 2688.376761 5252.056932 582.280045 200.070757
## 896 897 898 899 900
## -1192.455306 1741.321818 985.619786 -1201.604072 -83.311293
## 901 902 903 904 905
## 9348.706048 -446.920400 3428.994947 -90.259638 -2810.533745
## 906 907 908 909 910
## 706.059639 222.496202 -2428.711642 -859.130383 11438.801686
## 911 912 913 914 915
## 2094.450854 4662.146490 -187.394157 -1503.805478 -1924.221046
## 916 917 918 919 920
## 344.051769 -65.584312 4250.559517 -2535.873755 -1458.684178
## 921 922 923 924 925
## 11123.738476 403.102881 3579.761796 -1422.439979 -1582.545203
## 926 927 928 929 930
## -2786.763023 -549.742279 383.412881 6807.137036 -1931.121653
## 931 932 933 934 935
## -1407.955051 10996.321047 1965.472392 4162.411719 -1925.438194
## 936 937 938 939 940
## -959.624335 -3032.754438 1201.324302 -1391.556607 10123.804752
## 941 942 943 944 945
## 1305.087010 22493.932972 2289.870104 1461.147340 -730.332849
## 946 947 948 949 950
## -2208.716254 1148.521172 -1633.560820 -1618.233098 -2369.369500
## 951 952 953 954 955
## -1671.909356 -2599.341925 -2984.950547 -3178.605909 -2651.052167
## 956 957 958 959 960
## -2362.846197 1108.296042 3750.828949 -3076.010255 -3457.263105
## 961 962 963 964 965
## -3374.308667 -1886.160580 -492.176129 -3035.675725 -812.541900
## 966 967 968 969 970
## -411.616077 -1607.148490 1209.754283 500.609729 -1614.407141
## 971 972 973 974 975
## -309.541777 -1565.988675 -2425.735193 -2726.956967 -3014.544587
## 976 977 978 979 980
## -1044.121382 -228.872050 -2804.284515 -1698.309607 94.040818
## 981 982 983 984 985
## -995.476012 -2347.000076 -1300.400153 -2081.671284 -1620.076885
## 986 987 988 989 990
## 686.280345 -2238.278394 -2560.763453 -1743.237553 -1266.938290
## 991 992 993 994 995
## -842.553223 -2299.718443 -1830.478704 -964.565205 629.735406
## 996 997 998 999 1000
## -1625.974944 -2760.297889 -3305.191210 -319.450908 -2923.145038
## 1001 1002 1003 1004 1005
## 4270.081749 5174.325305 -1044.926491 -1678.094046 -1598.721147
## 1006 1007 1008 1009 1010
## -1411.228601 -1696.774523 -1107.116329 -496.154761 -925.646499
## 1011 1012 1013 1014 1015
## 1697.446051 1565.885574 6645.681457 6586.516202 -409.505627
## 1016 1017 1018 1019 1020
## -1514.633184 1561.949926 -1331.725437 -1303.683617 1691.143618
## 1021 1022 1023 1024 1025
## 1503.112428 -899.758561 -936.761585 5621.750974 5525.337520
## 1026 1027 1028 1029 1030
## 5740.113131 -414.695590 -1365.152224 716.766113 1725.388043
## 1031 1032 1033 1034 1035
## -1334.831669 534.629301 1097.711409 -1661.322572 -1497.658201
## 1036 1037 1038 1039 1040
## -1429.800811 -1544.064560 6451.311575 -665.393932 -775.156324
## 1041 1042 1043 1044 1045
## -819.149193 -874.920861 -524.295736 7563.539610 -1537.345765
## 1046 1047 1048 1049 1050
## -1486.018225 -1728.667288 -1681.906147 -1868.478743 -1779.954907
## 1051 1052 1053 1054 1055
## -699.692956 -2154.485135 -953.649335 -1933.692758 -1520.274656
## 1056 1057 1058 1059 1060
## -1435.173597 -1703.450246 -1770.248401 -1600.218162 -1884.735030
## 1061 1062 1063 1064 1065
## -1597.875479 -1759.714976 -2167.464589 -1790.138319 -863.222176
## 1066 1067 1068 1069 1070
## -407.389208 -961.300904 -175.949046 -1834.968540 621.433886
## 1071 1072 1073 1074 1075
## -1661.220005 -1714.651359 17.202922 -801.864664 5195.397274
## 1076 1077 1078 1079 1080
## 2717.354591 418.359541 2467.946011 -453.835586 -991.698381
## 1081 1082 1083 1084 1085
## -1825.890807 -1443.429078 -900.542695 -1908.991520 -1650.374295
## 1086 1087 1088 1089 1090
## -1719.891152 -459.508820 -258.162561 2702.948226 -342.357229
## 1091 1092 1093 1094 1095
## -1883.985391 1678.243363 -1755.605520 -1643.955471 -1366.780064
## 1096 1097 1098 1099 1100
## 189.083207 1601.812062 4649.437153 2471.556346 -1063.533302
## 1101 1102 1103 1104 1105
## -946.466561 -66.588522 -1344.665266 -1211.903625 -798.289447
## 1106 1107 1108 1109 1110
## 697.360838 -1392.962984 -1457.045608 -1350.254853 -1443.041876
## 1111 1112 1113 1114 1115
## -895.112664 -1096.205978 -1800.468054 -1651.700223 -488.072807
## 1116 1117 1118 1119 1120
## -1137.707691 -1014.855271 -1047.238171 -1237.283153 -1057.069276
## 1121 1122 1123 1124 1125
## -1041.663489 -1360.551224 1087.043310 -718.760046 -522.254345
## 1126 1127 1128 1129 1130
## -1231.182964 -162.728665 -1349.771430 -554.326607 -849.121891
## 1131 1132 1133 1134 1135
## -477.731622 3040.423275 -460.811293 12.087801 -1061.870374
## 1136 1137 1138 1139 1140
## -1657.246548 -867.149770 399.475008 -413.411974 1594.625532
## 1141 1142 1143 1144 1145
## -499.410786 876.442499 -1211.398826 -1064.826333 3693.494273
## 1146 1147 1148 1149 1150
## -278.186211 5157.866978 2871.310905 1252.318056 -383.315918
## 1151 1152 1153 1154 1155
## -257.632510 -359.064841 -1312.775958 634.162550 3649.508931
## 1156 1157 1158 1159 1160
## -64.531171 -508.915872 -1259.974444 -1499.800770 -1450.336326
## 1161 1162 1163 1164 1165
## 1300.485374 3606.225449 1602.110057 5501.856851 -735.982724
## 1166 1167 1168 1169 1170
## 6723.367659 2660.651184 273.519242 429.404007 -585.752634
## 1171 1172 1173 1174 1175
## -910.487662 -568.124099 -482.006758 2508.391555 4544.726901
## 1176 1177 1178 1179 1180
## -1165.928843 -1237.207334 -1327.666645 114.901193 -180.140942
## 1181 1182 1183 1184 1185
## -902.451245 -1158.374439 -1201.458498 3742.945809 1031.867029
## 1186 1187 1188 1189 1190
## -779.367289 -658.088740 -1407.270146 -618.762088 -993.747962
## 1191 1192 1193 1194 1195
## -382.633773 6111.262621 685.561287 -416.137827 -383.266003
## 1196 1197 1198 1199 1200
## -939.642840 -349.909493 -1456.259784 -1373.303088 -1273.741080
## 1201 1202 1203 1204 1205
## -1827.103993 -2255.048722 -1214.041014 3207.418678 -1878.779339
## 1206 1207 1208 1209 1210
## -1359.354210 -934.908739 -2421.383262 -2793.006220 -2313.338895
## 1211 1212 1213 1214 1215
## -355.773541 -1208.221319 3903.200318 -1731.585683 -1385.952063
## 1216 1217 1218 1219 1220
## -1715.797113 -2991.584065 -2296.799982 -1714.106041 -1660.602185
## 1221 1222 1223 1224 1225
## -1756.256857 -2542.984563 -2364.516377 -1074.749068 478.257331
## 1226 1227 1228 1229 1230
## 761.954446 1389.870256 792.194415 1926.053082 -461.666594
## 1231 1232 1233 1234 1235
## -601.440321 783.958824 -1293.154798 -2071.967925 -841.477034
## 1236 1237 1238 1239 1240
## -2298.407254 -1815.369799 -512.953887 3517.516250 -17.780855
## 1241 1242 1243 1244 1245
## 1057.433889 -431.144871 -2333.045077 -1410.860466 -964.130703
## 1246 1247 1248 1249 1250
## -967.840559 970.663022 1361.016041 -645.956341 500.134859
## 1251 1252 1253 1254 1255
## 720.340265 533.787023 698.568793 -723.705170 -1585.260408
## 1256 1257 1258 1259 1260
## 300.288672 238.382174 939.695073 1050.813825 -403.851493
## 1261 1262 1263 1264 1265
## -631.895811 496.786547 1045.938645 -1441.591690 -359.334722
## 1266 1267 1268 1269 1270
## 594.917032 314.201560 3446.901144 -150.562098 804.664705
## 1271 1272 1273 1274 1275
## 7093.699929 -838.737547 -1474.904754 204.813603 -541.550755
## 1276 1277 1278 1279 1280
## 7343.473176 -1081.879578 100.165288 -104.703513 -47.411092
## 1281 1282 1283 1284 1285
## 315.461213 1996.368416 -245.595459 -286.202083 6265.081100
## 1286 1287 1288 1289 1290
## -886.653165 2007.694475 4958.530918 -1775.583209 -1457.159513
## 1291 1292 1293 1294 1295
## -1748.869752 1262.547543 4303.005982 2718.308356 -2149.883342
## 1296 1297 1298 1299 1300
## 2268.022815 3037.970510 -1562.310260 2042.683318 -1792.048371
## 1301 1302 1303 1304 1305
## -1568.741089 -1703.106077 -745.497624 -591.007095 -1321.246608
## 1306 1307 1308 1309 1310
## 5406.213060 10108.457147 7062.604232 -1992.259112 -67.011897
## 1311 1312 1313 1314 1315
## 4261.932658 -3062.834151 -2367.545522 -1574.920668 -2307.955102
## 1316 1317 1318 1319 1320
## -2748.580545 -2312.424936 -2203.094773 -3075.821404 -2417.814389
## 1321 1322 1323 1324 1325
## -1932.748330 -2145.060809 -1234.245464 1461.526219 -2884.328646
## 1326 1327 1328 1329 1330
## -2612.161304 -2527.542330 3637.893245 640.799568 -382.841142
## 1331 1332 1333 1334 1335
## -1050.327964 -2347.687166 -1209.659036 6489.358723 1746.047957
## 1336 1337 1338 1339 1340
## 3319.292826 5171.312383 6197.256915 3339.620424 3297.740200
## 1341 1342 1343 1344 1345
## -1675.686712 -2543.561272 5113.680176 -3520.678652 1725.603893
## 1346 1347 1348 1349 1350
## -1662.419496 378.428087 656.799109 -2729.953650 3093.663082
## 1351 1352 1353 1354 1355
## -2138.021623 1387.259105 -1722.565047 -3666.309284 -2633.802337
## 1356 1357 1358 1359 1360
## -1727.043747 -1539.183682 -1234.500071 -2112.967726 -2916.989575
## 1361 1362 1363 1364 1365
## -2100.004109 2594.243586 -2161.605883 -2219.938066 -1895.994583
## 1366 1367 1368 1369 1370
## -3284.574411 -1715.104898 -2775.315216 -2964.653420 1374.351774
## 1371 1372 1373 1374 1375
## 5222.037355 1236.189358 2963.607964 -807.748532 -2369.660645
## 1376 1377 1378 1379 1380
## -2953.877511 -2539.293026 -2009.469114 6492.123702 1260.881932
## 1381 1382 1383 1384 1385
## 1694.800074 2310.468045 -2507.587924 -1485.140598 1078.374425
## 1386 1387 1388 1389 1390
## -2489.346607 5085.610227 502.284562 985.998072 1565.962656
## 1391 1392 1393 1394 1395
## 2075.868012 -2295.340487 -2140.991800 -2671.314948 -813.031333
## 1396 1397 1398 1399 1400
## 6990.118597 -1536.040092 723.950511 6018.978656 1274.840735
## 1401 1402 1403 1404 1405
## 3513.467165 -1183.252548 -1268.964831 -684.886668 -799.307262
## 1406 1407 1408 1409 1410
## 2024.720693 327.497971 -1172.524061 -1944.129291 -809.431563
## 1411 1412 1413 1414 1415
## 7367.429506 1623.544723 1222.741454 -396.217477 -983.087844
## 1416 1417 1418 1419 1420
## -1283.878727 -2082.737974 6213.278688 3902.563320 -688.847512
## 1421 1422 1423 1424 1425
## 3232.099455 -673.381452 8226.518135 -1509.426732 -1638.577765
## 1426 1427 1428 1429 1430
## 1544.955245 2004.080840 2107.291122 2339.280628 -1301.491998
## 1431 1432 1433 1434 1435
## -1556.057158 -1689.454569 -1379.662302 -596.676880 6953.384719
## 1436 1437 1438 1439 1440
## -1782.514998 -282.352460 1932.487940 3724.730791 -1611.083807
## 1441 1442 1443 1444 1445
## -1581.977239 -1749.466259 -1623.872271 -1264.838756 8008.014617
## 1446 1447 1448 1449 1450
## -1065.490777 -1371.746085 -1138.766404 3743.891535 973.819193
## 1451 1452 1453 1454 1455
## 2827.185648 1306.387947 2241.009918 -2541.766450 -1223.343205
## 1456 1457 1458 1459 1460
## -1333.114169 -1368.187668 -1261.769784 -2632.018239 -2543.737000
## 1461 1462 1463 1464 1465
## -2284.881105 -1620.941224 -2654.008160 5685.912067 -506.077422
## 1466 1467 1468 1469 1470
## 3884.971821 -1232.677262 -1966.607904 -87.799194 953.248943
## 1471 1472 1473 1474 1475
## 3204.673273 -1418.248077 4038.096690 -1587.512216 -2250.245516
## 1476 1477 1478 1479 1480
## -238.963084 530.698131 3650.114494 -1875.555645 -1314.270025
## 1481 1482 1483 1484 1485
## -2223.689613 -1232.246908 -1693.792707 -1062.663101 -2286.654056
## 1486 1487 1488 1489 1490
## -2353.634244 -2200.248452 -2566.379683 -2502.398737 1485.426225
## 1491 1492 1493 1494 1495
## -714.266055 -420.470062 -205.629999 409.547088 -2214.198016
## 1496 1497 1498 1499 1500
## -2594.435737 -2322.297649 -2462.196743 -540.283052 -2551.758153
## 1501 1502 1503 1504 1505
## -771.001917 460.977346 4068.959889 51.501224 -708.946457
## 1506 1507 1508 1509 1510
## -168.609494 -15.389282 -63.852636 -887.876723 -960.698372
## 1511 1512 1513 1514 1515
## -1097.441076 -210.930627 77.186319 43.677285 115.158642
## 1516 1517 1518 1519 1520
## 1120.233438 721.386002 427.548505 1422.701224 -509.435597
## 1521 1522 1523 1524 1525
## -974.523774 -1304.369437 -526.457774 -1365.845684 435.939593
## 1526 1527 1528 1529 1530
## -1455.777749 310.732954 3850.166948 152.931574 38.713163
## 1531 1532 1533 1534 1535
## 74.737483 1853.672416 -528.574656 -815.575797 -1176.677886
## 1536 1537 1538 1539 1540
## -988.535242 454.508417 926.163313 1231.472153 1537.224438
## 1541 1542 1543 1544 1545
## -996.548486 -1057.853805 -433.902515 -1080.681120 912.822146
## 1546 1547 1548 1549 1550
## 356.577375 3422.890665 73.076458 -564.116327 -703.427087
## 1551 1552 1553 1554 1555
## -463.046227 -1017.640523 -1115.596270 -1220.607535 1220.609535
## 1556 1557 1558 1559 1560
## -289.951522 312.789501 -1049.991373 -847.212425 -1105.068332
## 1561 1562 1563 1564 1565
## -1221.384721 -1428.416539 -1194.016820 -908.384659 311.798841
## 1566 1567 1568 1569 1570
## 3535.178280 141.100041 -326.224107 -83.694571 1843.635691
## 1571 1572 1573 1574 1575
## -800.943200 -630.589277 -1200.727888 -876.379136 -857.935576
## 1576 1577 1578 1579 1580
## 498.649022 816.450933 1124.542823 1015.628538 1635.327597
## 1581 1582 1583 1584 1585
## -1164.650389 333.939328 -901.956545 -738.203613 -1092.174469
## 1586 1587 1588 1589 1590
## 558.536957 -913.884117 416.427159 277.347979 43.786558
## 1591 1592 1593 1594 1595
## -1303.080816 -1015.127056 -1365.406231 537.506808 -601.546407
## 1596 1597 1598 1599 1600
## 3163.959515 3320.818342 1674.756090 -1017.238686 -805.619961
## 1601 1602 1603 1604 1605
## -1123.200232 -1071.924148 -1278.494086 506.624616 679.699734
## 1606 1607 1608 1609 1610
## -697.861423 -889.642890 -553.035915 -605.226617 713.985667
## 1611 1612 1613 1614 1615
## -992.106079 -656.772006 -709.878339 -562.286814 1867.862049
## 1616 1617 1618 1619 1620
## -462.780646 -437.768472 -46.545301 -807.432974 -155.953537
## 1621 1622 1623 1624 1625
## 1036.480225 -308.282159 -461.855473 -833.954712 -441.918348
## 1626 1627 1628 1629 1630
## 3555.152203 -355.662378 3488.141855 -1067.354976 -359.819555
## 1631 1632 1633 1634 1635
## -633.494300 1049.952472 -735.867116 1012.401459 337.818501
## 1636 1637 1638 1639 1640
## 163.580172 1776.895031 -286.057827 -272.716733 2756.881370
## 1641 1642 1643 1644 1645
## -949.954588 -857.603794 -950.741200 -999.127029 697.565168
## 1646 1647 1648 1649 1650
## 603.766973 -271.600525 -705.199162 690.097066 3462.289791
## 1651 1652 1653 1654 1655
## -552.693189 159.213272 -864.558144 2848.396848 2694.383128
## 1656 1657 1658 1659 1660
## 359.607724 890.183634 1169.163283 -289.566373 212.947338
## 1661 1662 1663 1664 1665
## -1040.417317 1245.389071 -754.468345 -82.850579 177.395862
## 1666 1667 1668 1669 1670
## 2482.101526 192.946923 -736.151354 887.049593 1756.148638
## 1671 1672 1673 1674 1675
## -832.208990 -923.091523 2029.236451 -1123.229333 195.691323
## 1676 1677 1678 1679 1680
## 151.738143 -954.278216 -1417.878692 -979.726563 -719.519213
## 1681 1682 1683 1684 1685
## -1430.322727 299.336147 2576.066879 150.811040 -1049.884589
## 1686 1687 1688 1689 1690
## -586.998994 -757.214936 733.652557 -716.721808 -840.896645
## 1691 1692 1693 1694 1695
## -766.254373 -853.551399 -774.068548 -207.197241 -485.119612
## 1696 1697 1698 1699 1700
## -862.910301 -593.517122 -590.886942 -1307.211277 -975.140034
## 1701 1702 1703 1704 1705
## -66.709954 -1038.160661 -1548.555374 -1318.235019 2793.355916
## 1706 1707 1708 1709 1710
## 1667.306798 1161.033142 -641.008480 -443.104596 -151.505295
## 1711 1712 1713 1714 1715
## -970.951638 -1360.200209 -1941.666552 -1367.747682 -1079.825032
## 1716 1717 1718 1719 1720
## -1513.645673 -1017.364840 1882.569217 -956.120298 1193.431291
## 1721 1722 1723 1724 1725
## -1258.043084 -1171.645463 157.478433 -1789.981520 290.936742
## 1726 1727 1728 1729 1730
## -946.407120 -1674.283564 -1133.158517 -1442.830397 -619.452002
## 1731 1732 1733 1734 1735
## -1010.974607 -1091.992393 -1495.958786 -1608.826377 -1608.263583
## 1736 1737 1738 1739 1740
## -1359.392058 -482.631448 -1911.525354 168.932250 -2039.040830
## 1741 1742 1743 1744 1745
## 225.366952 -866.429999 152.212821 -1104.651242 -1401.050449
## 1746 1747 1748 1749 1750
## -1594.309735 -966.808165 -1283.327748 -1046.447068 3774.696191
## 1751 1752 1753 1754 1755
## 4344.956039 -979.826422 3530.642590 3209.164696 -184.178560
## 1756 1757 1758 1759 1760
## -1347.547546 -1490.952488 435.285440 437.348795 184.295536
## 1761 1762 1763 1764 1765
## 283.174312 2379.473140 6894.604644 -1416.278001 -1023.942581
## 1766 1767 1768 1769 1770
## -1286.527795 -1324.893270 613.990916 1017.421827 -1064.270539
## 1771 1772 1773 1774 1775
## -329.748737 -116.994983 -637.078795 163.512208 1053.212974
## 1776 1777 1778 1779 1780
## 1692.763884 1157.601999 -324.135871 4768.580592 4478.596473
## 1781 1782 1783 1784 1785
## 236.171525 2603.999336 4119.414953 -1777.110329 -1726.705572
## 1786 1787 1788 1789 1790
## -1800.349928 308.025912 14.563953 -149.595666 1113.427864
## 1791 1792 1793 1794 1795
## 6556.979582 -1183.586968 431.914597 -1527.314912 -1700.417827
## 1796 1797 1798 1799 1800
## 549.328254 -961.995899 161.581871 3649.190623 -1180.858789
## 1801 1802 1803 1804 1805
## 157.238050 -1365.709270 -1486.869582 -1580.635884 -1663.094863
## 1806 1807 1808 1809 1810
## -1435.385972 26352.018889 -2103.771031 3221.164058 -1709.108027
## 1811 1812 1813 1814 1815
## -859.108286 -1166.940014 1255.143011 -1785.952108 -888.858386
## 1816 1817 1818 1819 1820
## -730.344615 -1812.515247 -1084.553676 -1682.142185 -1538.093491
## 1821 1822 1823 1824 1825
## -865.357212 -2139.760515 -1277.077280 -2282.420377 -1477.747522
## 1826 1827 1828 1829 1830
## 459.968368 -2145.750695 -218.851425 -2166.029446 -2399.777490
## 1831 1832 1833 1834 1835
## 4095.647558 3678.776961 -919.634456 -1785.234362 -1572.399435
## 1836 1837 1838 1839 1840
## -1621.585302 -1984.091268 -1019.640241 -1990.245583 -1677.843859
## 1841 1842 1843 1844 1845
## 80.400127 925.526862 1830.269237 -879.419978 -166.991553
## 1846 1847 1848 1849 1850
## 393.174814 6597.290198 -1696.014681 -836.438013 1330.493156
## 1851 1852 1853 1854 1855
## -1774.197895 -1360.820345 -186.464312 897.761794 -2079.925800
## 1856 1857 1858 1859 1860
## -847.521329 1790.837891 1448.069410 883.041568 -963.816082
## 1861 1862 1863 1864 1865
## 3690.674412 -677.081321 -675.695725 4059.517466 4477.466859
## 1866 1867 1868 1869 1870
## 2867.047902 2374.413816 4076.408451 -1443.545580 -1579.171096
## 1871 1872 1873 1874 1875
## -436.733562 2920.265401 -956.216465 573.413788 2011.158216
## 1876 1877 1878 1879 1880
## 1364.566463 7446.642029 -1891.105603 2421.882838 -2083.236942
## 1881 1882 1883 1884 1885
## -408.599600 -1996.624840 -650.846566 1633.320653 -2132.836884
## 1886 1887 1888 1889 1890
## -2113.092220 -2156.064791 -2080.702372 -456.523576 -2240.499418
## 1891 1892 1893 1894 1895
## -2197.825991 -2119.444244 3206.052710 -1143.653077 -778.942321
## 1896 1897 1898 1899 1900
## -1304.181404 -1545.196249 -1812.165438 -2066.929146 -344.599432
## 1901 1902 1903 1904 1905
## 621.290198 956.215047 1247.972054 376.999650 1205.602434
## 1906 1907 1908 1909 1910
## 2722.006149 7836.677167 -552.465285 -294.226614 -736.235067
## 1911 1912 1913 1914 1915
## -703.893604 1387.166483 -264.677518 726.932744 1214.901713
## 1916 1917 1918 1919 1920
## -1021.277206 -964.698474 -180.742003 654.583073 -331.953791
## 1921 1922 1923 1924 1925
## -1062.337879 -762.066587 -1081.515439 2418.015921 286.590191
## 1926 1927 1928 1929 1930
## -176.523197 -158.341659 -1068.007291 -856.276166 -1070.928070
## 1931 1932 1933 1934 1935
## -728.215934 -135.994889 -259.811937 1641.644738 -281.677951
## 1936 1937 1938 1939 1940
## -409.033985 -1211.348537 -787.034261 -1038.306511 -334.201769
## 1941 1942 1943 1944 1945
## -959.452530 74.551508 -707.437387 1685.221988 -965.483418
## 1946 1947 1948 1949 1950
## 344.409660 2440.715463 -339.062509 -828.567816 -864.689391
## 1951 1952 1953 1954 1955
## 2366.137628 792.427967 -287.783093 -319.015297 -772.938307
## 1956 1957 1958 1959 1960
## -977.569742 -524.074900 -825.116647 -798.872405 -1052.864672
## 1961 1962 1963 1964 1965
## -1196.788988 -621.613961 1668.422962 -36.087409 -879.285149
## 1966 1967 1968 1969 1970
## -691.684238 -1217.351719 -1111.203348 5138.167701 -176.940801
## 1971 1972 1973 1974 1975
## -723.272241 -792.325188 -945.666207 84.513063 115.485861
## 1976 1977 1978 1979 1980
## 1321.971408 921.367244 755.140806 1152.402802 -52.635257
## 1981 1982 1983 1984 1985
## 254.541898 -1025.569084 -670.816972 -1166.709435 -305.801712
## 1986 1987 1988 1989 1990
## 5.713961 266.706139 -1151.949066 -282.347962 -1018.896644
## 1991 1992 1993 1994 1995
## -859.114775 -540.860514 -120.498979 -898.972936 -918.655624
## 1996 1997 1998 1999 2000
## -1109.235712 3504.843304 -105.855094 -331.672901 -542.807265
## 2001 2002 2003 2004 2005
## -921.166587 -737.759995 -1075.121823 -613.390205 2650.076580
## 2006 2007 2008 2009 2010
## -850.047939 2468.418352 -408.021642 -311.380857 -620.323147
## 2011 2012 2013 2014 2015
## -1672.044460 -1272.687446 -1697.179536 -293.860405 314.748479
## 2016 2017 2018 2019 2020
## -1077.553389 -1087.170888 -1259.083306 -1130.020432 -1214.049870
## 2021 2022 2023 2024 2025
## -1362.481637 -680.714313 -1038.169653 -1284.729561 -994.325404
## 2026 2027 2028 2029 2030
## -1252.791055 -1491.397311 -244.079037 -1022.752291 -1620.449871
## 2031 2032 2033 2034 2035
## -719.448836 288.310047 2763.602387 -1131.786783 -1043.118000
## 2036 2037 2038 2039 2040
## 8.816188 -1465.758358 -1621.113823 -616.320296 -1555.777263
## 2041 2042 2043 2044 2045
## 5323.803410 -154.554847 2816.392360 -1034.493538 -1399.323519
## 2046 2047 2048 2049 2050
## -1124.595074 610.898019 508.875281 1260.375060 1675.726137
## 2051 2052 2053 2054 2055
## -861.531795 -1239.392656 486.436244 -1881.691359 -148.940931
## 2056 2057 2058 2059 2060
## 1550.550667 -846.545485 -1767.703102 -1382.241682 -850.771030
## 2061 2062 2063 2064 2065
## -569.657876 -236.639693 -1431.615617 -1059.515690 -530.720874
## 2066 2067 2068 2069 2070
## -873.663883 122.440814 -812.361381 -356.265640 1657.750980
## 2071 2072 2073 2074 2075
## -763.886771 -1726.377583 -1349.861306 -1527.525991 -573.854787
## 2076 2077 2078 2079 2080
## -923.195692 2254.052403 -370.546709 -1178.980299 1282.458456
## 2081 2082 2083 2084 2085
## 1346.797269 580.381471 -1516.398759 471.966832 2173.970110
## 2086 2087 2088 2089 2090
## -340.722023 -992.072321 1079.556399 -1065.078299 -1120.431862
## 2091 2092 2093 2094 2095
## -148.115823 4582.734369 3831.626594 4558.420828 -1048.240119
## 2096 2097 2098 2099 2100
## 5258.964378 5488.730752 4917.701971 3898.864170 2360.142427
## 2101 2102 2103 2104 2105
## -1716.274511 2363.379655 1739.053930 -2049.254479 419.969175
## 2106 2107 2108 2109 2110
## -1603.147098 -2106.111925 -882.332530 1606.676201 4389.218675
## 2111 2112 2113 2114 2115
## 552.446067 1596.131058 -1537.337509 -1071.051866 -2014.662376
## 2116 2117 2118 2119 2120
## -412.328723 -1826.791720 -1825.676411 -1889.699986 1382.170686
## 2121 2122 2123 2124 2125
## -976.254589 -2374.963295 -275.017682 4406.589690 -1816.731260
## 2126 2127 2128 2129 2130
## 811.010669 1189.594775 1390.584492 -1541.004628 -1109.470246
## 2131 2132 2133 2134 2135
## -1029.306033 -2123.845345 471.155271 -463.294477 -1703.994679
## 2136 2137 2138 2139 2140
## -1617.785304 5106.644438 1373.141862 1205.338252 7208.493638
## 2141 2142 2143 2144 2145
## -1450.279388 -965.241562 -2308.295585 -275.544172 4336.353980
## 2146 2147 2148 2149 2150
## 2444.531249 -1459.295607 645.933703 -2240.525660 89.962000
## 2151 2152 2153 2154 2155
## 2446.874907 -1786.214951 -2039.038986 -2001.727261 545.726058
## 2156 2157 2158 2159 2160
## -125.317769 -2047.635029 -1319.220216 -1805.002624 1093.550930
## 2161 2162 2163 2164 2165
## 1265.327973 1317.067931 -1851.912630 -2220.226418 500.187441
## 2166 2167 2168 2169 2170
## 74.332990 194.777897 1285.505632 1718.990066 -2143.201212
## 2171 2172 2173 2174 2175
## -61.919375 5.862495 6091.735878 1882.566277 -2196.092172
## 2176 2177 2178 2179 2180
## 1.090251 984.676053 -1789.302791 -1024.737930 -2066.019912
## 2181 2182 2183 2184 2185
## 11.604115 4813.490339 -636.585143 -1201.733839 2485.862041
## 2186 2187 2188 2189 2190
## 2020.004017 1648.410151 -1424.609210 -931.377964 -2155.184421
## 2191 2192 2193 2194 2195
## 1332.296804 -1085.059135 3643.911591 -1054.871465 3030.717023
## 2196 2197 2198 2199 2200
## -1614.746607 -1599.253983 -1976.555485 -1031.557498 -1268.325655
##
##
## Model with interaction term: Phosphorus
##
## Call:
## lm(formula = formula, data = data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -5099 -1478 -675 705 114862
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) -215.4388 8219.6476 -0.026 0.979
## factor(Crop)Banana 3356.4776 8230.4289 0.408 0.683
## factor(Crop)Blackgram 1030.7985 8389.6352 0.123 0.902
## factor(Crop)ChickPea 1836.0399 7705.5763 0.238 0.812
## factor(Crop)Coconut 2625.2894 7495.4879 0.350 0.726
## factor(Crop)Coffee 1564.8228 7704.0306 0.203 0.839
## factor(Crop)Cotton 2216.5650 7928.8007 0.280 0.780
## factor(Crop)Grapes 1374.4693 8733.3682 0.157 0.875
## factor(Crop)Jute 1034.2827 7673.6318 0.135 0.893
## factor(Crop)KidneyBeans -994.6614 8387.5063 -0.119 0.906
## factor(Crop)Lentil 1515.7821 8330.6190 0.182 0.856
## factor(Crop)Maize 2253.5766 7975.7868 0.283 0.778
## factor(Crop)Mango 1484.8708 7635.1946 0.194 0.846
## factor(Crop)MothBeans 2612.3426 8027.8967 0.325 0.745
## factor(Crop)MungBean 3239.6758 7958.8784 0.407 0.684
## factor(Crop)Muskmelon 2685.5102 7296.3186 0.368 0.713
## factor(Crop)Orange 1405.4920 7837.2692 0.179 0.858
## factor(Crop)Papaya 970.6408 7819.9534 0.124 0.901
## factor(Crop)PigeonPeas 1308.9725 8425.3233 0.155 0.877
## factor(Crop)Pomegranate 1720.5002 7376.6295 0.233 0.816
## factor(Crop)Rice 4106.8423 7662.4553 0.536 0.592
## factor(Crop)Watermelon 2686.9090 7274.1562 0.369 0.712
## Phosphorus -21.2981 44.6284 -0.477 0.633
## Nitrogen -0.3468 6.5160 -0.053 0.958
## Potassium 23.2688 24.8835 0.935 0.350
## Temperature -31.5675 21.4972 -1.468 0.142
## Humidity -1.1651 19.3456 -0.060 0.952
## pH_Value 114.8489 125.8011 0.913 0.361
## Rainfall 2.4437 3.6967 0.661 0.509
## factor(Crop)Banana:Phosphorus -1.6121 65.0035 -0.025 0.980
## factor(Crop)Blackgram:Phosphorus 34.9204 67.5847 0.517 0.605
## factor(Crop)ChickPea:Phosphorus 1.2664 65.8871 0.019 0.985
## factor(Crop)Coconut:Phosphorus -20.2336 62.3153 -0.325 0.745
## factor(Crop)Coffee:Phosphorus 33.0124 67.1354 0.492 0.623
## factor(Crop)Cotton:Phosphorus -3.4520 66.5581 -0.052 0.959
## factor(Crop)Grapes:Phosphorus -1.1941 65.3545 -0.018 0.985
## factor(Crop)Jute:Phosphorus 15.9205 67.3489 0.236 0.813
## factor(Crop)KidneyBeans:Phosphorus 75.3841 65.5579 1.150 0.250
## factor(Crop)Lentil:Phosphorus 24.5901 66.6218 0.369 0.712
## factor(Crop)Maize:Phosphorus 16.5590 63.6102 0.260 0.795
## factor(Crop)Mango:Phosphorus 19.1517 65.1039 0.294 0.769
## factor(Crop)MothBeans:Phosphorus 29.5593 65.7641 0.449 0.653
## factor(Crop)MungBean:Phosphorus 7.5137 64.2032 0.117 0.907
## factor(Crop)Muskmelon:Phosphorus 3.0672 67.4496 0.045 0.964
## factor(Crop)Orange:Phosphorus 4.6946 65.0076 0.072 0.942
## factor(Crop)Papaya:Phosphorus 25.1615 68.1136 0.369 0.712
## factor(Crop)PigeonPeas:Phosphorus 74.6682 66.9323 1.116 0.265
## factor(Crop)Pomegranate:Phosphorus 64.7286 66.3777 0.975 0.330
## factor(Crop)Rice:Phosphorus 9.6103 64.0656 0.150 0.881
## factor(Crop)Watermelon:Phosphorus 44.8679 65.6956 0.683 0.495
##
## Residual standard error: 3612 on 2150 degrees of freedom
## Multiple R-squared: 0.07369, Adjusted R-squared: 0.05258
## F-statistic: 3.49 on 49 and 2150 DF, p-value: 1.092e-14
##
##
## Residuals:
## 1 2 3 4 5
## 2.142040e+03 2.805829e+02 2.025037e+03 2.147068e+03 1.148617e+05
## 6 7 8 9 10
## -1.513162e+03 2.886532e+03 1.818519e+03 5.426688e+03 6.487453e+03
## 11 12 13 14 15
## 4.495896e+03 6.792071e+02 1.448199e+03 -1.443510e+03 -1.541298e+03
## 16 17 18 19 20
## -4.110475e+03 -4.687644e+03 -4.058067e+03 -1.071104e+02 -3.024978e+03
## 21 22 23 24 25
## -2.648524e+03 -2.894819e+03 2.442656e+03 -2.510972e+03 -1.927532e+03
## 26 27 28 29 30
## 1.560885e+03 -3.773827e+03 -3.957307e+03 -4.521319e+03 -3.410495e+03
## 31 32 33 34 35
## -3.262047e+03 -7.065183e+02 -3.196220e+03 -1.724052e+03 -2.369380e+03
## 36 37 38 39 40
## -8.072433e+02 -3.465970e+03 -4.075890e+03 -4.562604e+03 -3.868024e+03
## 41 42 43 44 45
## -3.598183e+03 -1.860236e+02 2.018700e+03 -2.124960e+03 -2.483212e+03
## 46 47 48 49 50
## -2.208581e+03 3.744368e+01 -2.425146e+03 -2.517235e+03 9.839147e+01
## 51 52 53 54 55
## 1.841566e+03 1.568342e+03 -3.457653e+03 -4.034561e+03 -1.299474e+03
## 56 57 58 59 60
## -2.097422e+03 9.393671e+02 -3.656755e+03 -4.324210e+03 -3.675349e+03
## 61 62 63 64 65
## -3.113972e+03 -2.596575e+03 -2.963845e+02 -3.332448e+03 -3.765348e+03
## 66 67 68 69 70
## -3.867098e+03 -3.553873e+03 -3.369571e+03 -5.626065e+02 -3.172124e+03
## 71 72 73 74 75
## -2.420979e+03 9.608092e+02 -4.081347e+03 -4.175711e+03 -2.579250e+03
## 76 77 78 79 80
## -1.263491e+03 -3.192452e+03 -3.892626e+02 -2.141503e+03 -2.009964e+03
## 81 82 83 84 85
## -1.873596e+02 -2.894236e+03 -3.098507e+03 -2.997391e+03 5.299713e+02
## 86 87 88 89 90
## 1.494482e+04 1.765685e+04 1.596965e+04 -2.995105e+03 -3.655579e+03
## 91 92 93 94 95
## -3.400565e+03 -3.227685e+03 -3.163208e+03 -2.741612e+03 -2.604592e+03
## 96 97 98 99 100
## 1.494697e+02 -1.440002e+03 -3.036408e+03 -4.153535e+03 -3.680322e+03
## 101 102 103 104 105
## 3.833328e+02 -1.517729e+03 -1.179504e+03 -1.609682e+03 9.334988e+02
## 106 107 108 109 110
## -2.195543e+02 1.201833e+03 6.629700e+02 3.786555e+03 6.249535e+02
## 111 112 113 114 115
## -8.784035e+02 1.376108e+03 -1.502009e+03 -1.202655e+03 -9.136955e+02
## 116 117 118 119 120
## 9.939825e+02 -8.403163e+02 2.224618e+02 6.398624e+02 6.710383e+02
## 121 122 123 124 125
## -8.790969e+02 1.694496e+03 -1.886366e+03 -1.023152e+03 2.772436e+03
## 126 127 128 129 130
## 2.296172e+03 -4.464824e+02 -7.709411e+02 -4.070817e+02 -5.560494e+02
## 131 132 133 134 135
## -6.938045e+02 -1.165501e+03 -1.282653e+03 -1.292872e+03 -1.124756e+03
## 136 137 138 139 140
## 1.358594e+03 -1.101708e+03 3.905761e+02 -8.860715e+02 6.004138e+02
## 141 142 143 144 145
## 9.695815e+02 -9.374031e+02 1.419826e+03 -1.004569e+03 3.638290e+02
## 146 147 148 149 150
## -1.002115e+03 8.460638e+02 6.497027e+02 -1.035290e+03 2.545994e+03
## 151 152 153 154 155
## -1.480398e+03 -1.859489e+03 -1.486620e+03 -2.568316e+02 2.285437e+02
## 156 157 158 159 160
## -5.434629e+02 2.739319e+03 1.043652e+03 -8.637801e+02 4.737765e+02
## 161 162 163 164 165
## 4.314290e+02 -1.123692e+03 -1.017914e+03 3.083016e+03 3.020405e+03
## 166 167 168 169 170
## 2.900856e+03 2.840380e+03 1.375996e+03 1.331133e+03 -6.307559e+02
## 171 172 173 174 175
## -1.718814e+03 -1.653352e+03 -1.042549e+03 6.977151e+02 7.846496e+02
## 176 177 178 179 180
## -3.907090e+02 -1.166156e+03 -8.409954e+02 3.982801e+03 5.983500e+02
## 181 182 183 184 185
## -3.772427e+02 -1.641080e+03 1.618773e+03 -1.334168e+03 -1.027368e+03
## 186 187 188 189 190
## -1.602039e+03 -1.530380e+03 -7.830508e+02 8.797002e+02 -1.712476e+03
## 191 192 193 194 195
## -1.487324e+03 -1.514514e+03 -1.716552e+03 -7.451292e+02 2.290300e+02
## 196 197 198 199 200
## -8.214522e+02 -1.200722e+03 3.427421e+03 -1.094898e+03 2.932147e+03
## 201 202 203 204 205
## 3.999349e+02 5.053700e+02 3.032809e+02 -1.784989e+03 -6.652048e+02
## 206 207 208 209 210
## 7.172438e+02 5.620426e+03 1.347470e+03 2.481493e+03 -1.129081e+03
## 211 212 213 214 215
## -1.661271e+03 -1.178085e+03 -1.321941e+03 -2.574115e+03 -1.896183e+03
## 216 217 218 219 220
## -1.713938e+03 2.341400e+03 -2.166691e+03 -1.791611e+03 -2.899775e+02
## 221 222 223 224 225
## 1.578869e+03 4.163856e+02 -1.190381e+03 -5.132885e+02 -1.889719e+03
## 226 227 228 229 230
## 2.083603e+03 -1.898778e+03 -1.945069e+03 -8.300974e+02 4.749069e+02
## 231 232 233 234 235
## 4.003697e+02 -1.780332e+03 -2.532918e+03 -9.599551e+02 -9.212273e+02
## 236 237 238 239 240
## 7.991571e+02 -1.733867e+03 -6.118027e+02 -6.302520e+02 -9.623719e+02
## 241 242 243 244 245
## 1.476553e+03 -2.231788e+03 -1.656924e+03 -1.917243e+03 -9.045617e+02
## 246 247 248 249 250
## -1.128423e+03 -2.454835e+03 5.659723e+03 -6.713118e+02 -1.186001e+03
## 251 252 253 254 255
## 3.680636e+03 -1.753220e+03 7.900212e+02 6.857005e+02 6.411930e+03
## 256 257 258 259 260
## 3.619429e+02 -1.012986e+03 7.243583e+02 2.436259e+03 -1.583574e+03
## 261 262 263 264 265
## -2.022414e+03 -8.037380e+02 -1.785191e+03 -1.061125e+03 -1.542029e+03
## 266 267 268 269 270
## -7.395855e+02 4.857436e+03 3.794043e+02 -3.063643e+02 -1.553896e+03
## 271 272 273 274 275
## 2.342260e+03 -1.510446e+03 -1.410584e+03 1.068135e+02 -5.507739e+02
## 276 277 278 279 280
## -4.751569e+02 5.042415e+03 -1.583620e+03 -1.822197e+03 -7.783228e+02
## 281 282 283 284 285
## -7.045635e+02 2.814123e+03 -4.180225e+02 1.940504e+03 -2.587030e+02
## 286 287 288 289 290
## -9.973682e+02 -1.813424e+03 1.311927e+03 -1.952534e+03 -1.555851e+03
## 291 292 293 294 295
## -1.121195e+03 1.453166e+03 6.442000e+03 1.610115e+03 3.702031e+03
## 296 297 298 299 300
## -1.308534e+03 1.268840e+03 6.677151e+03 -1.678157e+03 1.182590e+03
## 301 302 303 304 305
## -2.263748e+03 3.095039e+01 -2.090433e+02 -1.436518e+03 -4.493890e+02
## 306 307 308 309 310
## 9.938815e+02 -1.767946e+03 -3.236386e+03 -1.790412e+03 -4.012214e+02
## 311 312 313 314 315
## 5.156925e+03 -9.590962e+01 2.619062e+03 1.647386e+02 -1.414755e+03
## 316 317 318 319 320
## -2.790580e+03 7.856934e+02 -2.805191e+03 -1.497737e+03 2.555811e+03
## 321 322 323 324 325
## 1.953746e+03 5.712070e+03 3.786707e+03 1.841443e+03 1.270029e+03
## 326 327 328 329 330
## -1.671232e+03 2.483189e+03 1.604575e+04 2.650293e+03 -2.482688e+03
## 331 332 333 334 335
## 1.006195e+03 -8.806452e+02 -1.501181e+03 3.931415e+02 4.346808e+03
## 336 337 338 339 340
## -1.923601e+03 -9.808063e+02 -2.147119e+03 -1.295638e+03 -1.657445e+03
## 341 342 343 344 345
## -2.075120e+03 -5.268855e+02 2.489592e+03 -7.888120e+01 -1.037695e+02
## 346 347 348 349 350
## -2.835315e+03 2.880583e+03 -2.041820e+03 -1.138484e+03 -2.534286e+03
## 351 352 353 354 355
## 1.339223e+03 1.952312e+03 1.989111e+03 6.279777e+03 4.582282e+03
## 356 357 358 359 360
## 2.981791e+03 2.441614e+03 1.517105e+02 3.518551e+03 -1.261449e+03
## 361 362 363 364 365
## -3.683300e+01 -5.064185e+02 -2.080782e+03 -1.364798e+03 -3.207085e+03
## 366 367 368 369 370
## -2.206826e+03 -1.141383e+03 -1.801501e+02 -2.536484e+03 -1.590217e+03
## 371 372 373 374 375
## -1.391412e+03 8.772741e+02 -1.325333e+03 -3.220076e+02 1.094311e+03
## 376 377 378 379 380
## -2.247340e+03 -1.880074e+03 -2.027291e+03 2.272136e+03 -1.171650e+03
## 381 382 383 384 385
## -5.764628e+02 1.806608e+03 3.419893e+02 1.153948e+03 -1.362140e+03
## 386 387 388 389 390
## -1.799342e+03 9.673289e+01 -1.544695e+03 6.074183e+02 -1.804982e+03
## 391 392 393 394 395
## -2.315867e+03 -1.177162e+03 -2.496585e+03 -1.705390e+03 6.308192e+02
## 396 397 398 399 400
## -1.474945e+03 -1.569009e+03 4.332942e+02 -1.708822e+03 -1.670825e+03
## 401 402 403 404 405
## -2.265935e+03 -3.531255e+03 -5.061172e+03 -1.018743e+03 -5.092715e+03
## 406 407 408 409 410
## -5.098899e+03 3.770251e+03 -2.625224e+03 6.477556e+03 -3.542029e+03
## 411 412 413 414 415
## -1.072382e+02 -1.745343e+03 -3.163026e+03 -1.811840e+03 -2.964976e+03
## 416 417 418 419 420
## -3.503838e+03 -1.042655e+03 -3.308086e+03 -1.050171e+03 -9.007935e+02
## 421 422 423 424 425
## -4.126850e+03 1.482279e+02 -1.400376e+03 -1.503499e+03 -3.721631e+03
## 426 427 428 429 430
## -2.010569e+03 -4.496355e+03 -1.051751e+03 -1.133667e+03 -1.872893e+03
## 431 432 433 434 435
## -1.595272e+03 -2.175984e+03 3.701011e+03 -1.999299e+03 -2.946589e+03
## 436 437 438 439 440
## -3.375873e+03 -3.448212e+03 -1.624303e+03 -3.644935e+03 1.522693e+02
## 441 442 443 444 445
## -2.742785e+03 -3.585596e+02 -2.437756e+03 -3.836458e+03 1.400885e+04
## 446 447 448 449 450
## 2.357997e+04 -2.461267e+03 1.321483e+04 5.375746e+03 7.219342e+03
## 451 452 453 454 455
## -3.892390e+03 1.575055e+04 -2.741172e+03 -1.435433e+03 7.090513e+02
## 456 457 458 459 460
## 4.582478e+03 4.837332e+03 -3.079657e+03 -4.574726e+03 -2.840453e+03
## 461 462 463 464 465
## 2.664211e+04 -4.692415e+03 -3.137530e+03 1.591341e+04 -3.077762e+03
## 466 467 468 469 470
## -1.531281e+03 -3.694414e+03 1.638158e+03 5.929833e+02 -3.249946e+03
## 471 472 473 474 475
## -1.076537e+03 -3.231218e+03 -2.739792e+03 -2.111794e+03 5.112692e+03
## 476 477 478 479 480
## -2.459564e+02 -1.948923e+03 1.108190e+03 3.006692e+03 -1.303528e+02
## 481 482 483 484 485
## -9.472191e+02 -1.307239e+03 -2.929346e+03 2.302324e+04 -2.206845e+03
## 486 487 488 489 490
## -2.234432e+03 -8.009223e+02 -2.190107e+03 -2.598123e+03 -2.105658e+03
## 491 492 493 494 495
## -2.888361e+03 -9.350061e+02 1.690976e+02 5.589177e+02 -1.996852e+03
## 496 497 498 499 500
## 3.743986e+02 -8.718616e+02 -2.661286e+03 -2.533424e+03 -1.230100e+03
## 501 502 503 504 505
## 3.332994e+03 -1.780922e+03 -1.926310e+03 2.224307e+03 3.206911e+02
## 506 507 508 509 510
## 1.139857e+03 1.278310e+02 -1.547842e+03 -2.267652e+03 -1.123022e+03
## 511 512 513 514 515
## 1.150434e+03 -1.632550e+03 1.504517e+03 1.098968e+03 1.590430e+03
## 516 517 518 519 520
## 2.389852e+02 3.749598e+03 8.758253e+02 -2.423835e+02 -1.839921e+03
## 521 522 523 524 525
## 2.537682e+03 1.253263e+03 6.705450e+03 3.631318e+02 1.102452e+02
## 526 527 528 529 530
## 5.415618e+03 -1.036806e+03 -5.214545e+02 -9.707560e+02 -1.496620e+03
## 531 532 533 534 535
## 4.850428e+02 -8.875135e+02 -5.692586e+02 -5.867088e+02 5.045788e+01
## 536 537 538 539 540
## -4.967262e+02 -1.391929e+03 -3.721214e+02 3.886222e+02 4.378173e+02
## 541 542 543 544 545
## 1.971177e+03 -9.963299e+02 2.743311e+03 -1.003988e+03 5.454580e+03
## 546 547 548 549 550
## 5.388756e+02 -9.692873e+01 4.795191e+01 5.822795e+02 -1.826625e+03
## 551 552 553 554 555
## -8.964806e+02 -2.299801e+03 -1.427206e+03 -8.209868e+02 -9.734195e+02
## 556 557 558 559 560
## 9.579445e+02 -1.375560e+03 3.687846e+02 -1.458921e+03 1.355110e+02
## 561 562 563 564 565
## -1.285874e+03 -1.443026e+03 -1.268544e+03 -2.523975e+02 -3.221977e+01
## 566 567 568 569 570
## -1.274551e+03 -1.124836e+03 -1.993899e+03 -1.280368e+03 -1.009269e+03
## 571 572 573 574 575
## -1.261629e+02 -2.140316e+03 2.670800e+03 -3.514661e+02 3.877166e+03
## 576 577 578 579 580
## 5.912082e+03 3.377659e+01 9.011474e+02 -2.005143e+03 2.856036e+03
## 581 582 583 584 585
## -6.676136e+02 -1.801323e+03 -1.303100e+03 -2.223256e+03 -1.756355e+03
## 586 587 588 589 590
## -1.139751e+03 1.056697e+03 -1.342028e+03 -1.104069e+03 -1.282994e+02
## 591 592 593 594 595
## -1.694204e+03 -7.437247e+02 3.157134e+02 2.834528e+02 1.227795e+01
## 596 597 598 599 600
## -1.439121e+03 -1.092165e+03 -2.744038e+02 4.926101e+02 -1.497120e+02
## 601 602 603 604 605
## 5.484445e+03 -5.566195e+02 -5.651912e+02 -6.103803e+02 1.039381e+02
## 606 607 608 609 610
## -9.736762e+02 -7.703155e+02 -3.793656e+02 -5.331599e+02 -6.862503e+02
## 611 612 613 614 615
## 3.021038e+03 3.643711e+03 1.689836e+02 5.843940e+02 1.204158e+03
## 616 617 618 619 620
## -2.075768e+02 -2.173678e+02 4.479587e+02 7.490403e+02 1.585218e+02
## 621 622 623 624 625
## 1.330505e+03 9.924490e+02 -7.838650e+02 -2.937689e+02 -1.152966e+01
## 626 627 628 629 630
## 1.292748e+03 7.665160e+02 1.440939e+03 -6.180843e+02 8.326237e+02
## 631 632 633 634 635
## -2.809145e+02 -4.147824e+02 -4.131465e+01 1.020933e+03 -6.270385e+02
## 636 637 638 639 640
## -1.907859e+03 9.490496e+02 -6.157130e+02 -5.274671e+02 1.198537e+03
## 641 642 643 644 645
## -1.195072e+03 -1.809586e+02 -3.591912e+02 -1.595878e+02 -1.397310e+03
## 646 647 648 649 650
## 2.824791e+02 4.021436e+03 1.121808e+03 3.294717e+02 -1.804674e+03
## 651 652 653 654 655
## -1.462857e+03 -1.747195e+03 -5.292087e+02 -8.155553e+02 -9.324277e+02
## 656 657 658 659 660
## 1.091540e+03 7.840155e+02 5.402583e+02 -1.011287e+03 -1.307187e+03
## 661 662 663 664 665
## -1.334634e+03 3.911490e+02 -9.227114e+00 6.504045e+02 1.169954e+03
## 666 667 668 669 670
## 9.621359e+02 -8.232745e+02 -1.291915e+03 -1.800190e+03 5.626471e+02
## 671 672 673 674 675
## 9.740497e+02 -1.305111e+03 5.657533e+02 2.246706e+03 3.137373e+03
## 676 677 678 679 680
## 2.567943e+02 1.146342e+03 1.392010e+03 5.452178e+03 -1.106725e+03
## 681 682 683 684 685
## -2.610006e+02 -1.047136e+03 -1.898424e+03 -1.958559e+03 -1.797806e+03
## 686 687 688 689 690
## -1.974334e+03 -1.949688e+03 -2.056002e+03 -1.966435e+03 -6.936905e+02
## 691 692 693 694 695
## -1.302954e+03 6.827847e+02 -6.071061e+02 -6.275406e+02 -2.037998e+03
## 696 697 698 699 700
## -2.066940e+03 6.956973e+02 1.475689e+03 -1.535891e+03 6.541706e+02
## 701 702 703 704 705
## -2.485739e+02 -7.392294e+02 -5.653794e+02 -5.498758e+02 -6.079648e+02
## 706 707 708 709 710
## -4.566881e+02 -6.257997e+02 3.477401e+03 1.038717e+02 1.446008e+03
## 711 712 713 714 715
## -1.172447e+03 -1.566292e+03 -7.447679e+02 -9.039636e+02 -4.100233e+02
## 716 717 718 719 720
## -3.535915e+01 -6.219860e+02 -1.465420e+03 -1.818517e+03 1.834737e+02
## 721 722 723 724 725
## 1.120150e+03 -1.920941e+03 -1.069265e+03 -1.218143e+03 -1.636452e+03
## 726 727 728 729 730
## -1.612043e+03 1.763226e+03 3.159412e+03 -1.003676e+03 1.942841e+03
## 731 732 733 734 735
## 3.058432e+03 -6.412818e+02 -1.905613e+03 7.990026e+03 -9.108329e+01
## 736 737 738 739 740
## -1.039497e+03 -1.292978e+03 3.071365e+02 2.473105e+03 1.569419e+03
## 741 742 743 744 745
## 2.236092e+03 -1.866523e+03 -7.203722e+02 -1.883656e+03 -2.012424e+03
## 746 747 748 749 750
## -1.941464e+03 -2.228451e+03 3.015651e+03 1.802877e+03 3.136071e+03
## 751 752 753 754 755
## -8.332488e+01 1.644260e+03 1.290403e+03 3.088632e+03 2.894476e+01
## 756 757 758 759 760
## -1.689339e+03 5.587907e+03 1.031209e+03 -9.255105e+02 3.667154e+02
## 761 762 763 764 765
## 1.846539e+03 -4.970358e+02 -7.899793e+02 -1.167626e+03 -9.187968e+02
## 766 767 768 769 770
## -1.531632e+03 -5.846387e+02 4.873589e+02 -1.918218e+03 -1.503453e+02
## 771 772 773 774 775
## 8.493133e+02 -1.054831e+03 -3.947210e+02 2.242695e+03 8.089820e+02
## 776 777 778 779 780
## 1.386601e+03 3.173479e+03 1.403987e+03 -4.067928e+02 -1.027460e+03
## 781 782 783 784 785
## -3.038535e+01 -1.925059e+03 -1.886339e+03 -2.285844e+03 6.757819e+02
## 786 787 788 789 790
## 5.924746e+03 -1.859557e+02 -7.451025e+02 -9.271628e+02 -5.337242e+02
## 791 792 793 794 795
## -2.276073e+03 -1.997956e+03 9.714563e+02 -2.151561e+02 -2.042808e+03
## 796 797 798 799 800
## -4.801215e+02 -1.341007e+03 -2.009888e+03 -1.228514e+03 -1.726706e+03
## 801 802 803 804 805
## 3.091755e+03 2.676777e+03 -4.119067e+02 -2.556863e+02 -1.137905e+03
## 806 807 808 809 810
## -1.037333e+03 -2.066927e+03 1.105808e+03 8.590009e+02 2.681453e+03
## 811 812 813 814 815
## -1.487216e+02 -2.119406e+03 -2.020146e+03 -1.861015e+03 -1.923189e+03
## 816 817 818 819 820
## 1.968368e+03 -2.136714e+03 -2.177645e+03 3.973505e+03 -2.169189e+03
## 821 822 823 824 825
## -4.982291e+02 -1.593266e+03 -1.090659e+03 -1.278693e+03 -1.918219e+03
## 826 827 828 829 830
## 4.263506e+02 -1.714907e+03 -2.089783e+03 -1.262372e+03 -2.122932e+03
## 831 832 833 834 835
## -2.236728e+03 -9.568220e+02 1.307014e+03 -7.450362e+02 -1.809033e+02
## 836 837 838 839 840
## 4.644882e+02 -2.373753e+02 -6.595787e+02 -1.680698e+03 2.996089e+03
## 841 842 843 844 845
## -1.668985e+03 -9.117992e+02 -1.914471e+03 -2.179498e+03 -6.856374e+02
## 846 847 848 849 850
## 6.092963e+03 -1.101974e+03 7.173911e+02 2.117670e+03 1.842741e+03
## 851 852 853 854 855
## -1.138719e+03 -1.328817e+03 -1.162175e+03 -9.283414e+02 -1.084520e+03
## 856 857 858 859 860
## 5.181647e+02 1.608001e+03 -1.968666e+03 -6.629035e+01 -1.972220e+01
## 861 862 863 864 865
## 1.236152e+03 4.344571e+03 1.542001e+02 2.787739e+03 2.660211e+03
## 866 867 868 869 870
## -1.236771e+03 -2.182153e+03 5.123564e+02 4.616521e+02 -4.218934e+02
## 871 872 873 874 875
## 1.576033e+03 -2.055791e+03 -2.621163e+02 -1.118630e+03 -1.179249e+03
## 876 877 878 879 880
## -2.936489e+01 -8.613209e+02 9.900085e+02 1.025715e+03 -7.238802e+02
## 881 882 883 884 885
## -2.282032e+03 1.929725e+02 3.204408e+03 -1.419379e+03 9.062269e+02
## 886 887 888 889 890
## -1.069333e+03 -1.422771e+03 1.326513e+03 7.558462e+03 -7.069577e+02
## 891 892 893 894 895
## 4.544723e+02 2.606128e+03 5.174901e+03 6.095068e+02 2.654638e+02
## 896 897 898 899 900
## -1.123234e+03 1.697129e+03 9.971245e+02 -1.147604e+03 -5.540521e+01
## 901 902 903 904 905
## 9.797288e+03 1.336719e+02 3.593587e+03 -8.163192e+02 -2.389763e+03
## 906 907 908 909 910
## -8.220580e+01 3.891656e+01 -2.403274e+03 -1.466243e+03 1.194743e+04
## 911 912 913 914 915
## 2.905208e+03 5.161606e+03 -3.585587e+02 -9.572288e+02 -2.499764e+03
## 916 917 918 919 920
## 6.400858e+02 -3.921312e+02 4.598085e+03 -1.779593e+03 -1.637102e+03
## 921 922 923 924 925
## 1.200897e+04 -8.674135e+02 3.251444e+03 -8.746849e+02 -1.744477e+03
## 926 927 928 929 930
## -1.936410e+03 5.315444e+01 5.789113e+02 7.078618e+03 -2.209206e+03
## 931 932 933 934 935
## -1.325850e+03 1.027948e+04 1.700280e+03 4.002944e+03 -1.724941e+03
## 936 937 938 939 940
## -1.211046e+03 -2.447585e+03 2.494896e+02 -1.066663e+03 1.019122e+04
## 941 942 943 944 945
## -5.279038e+00 2.258877e+04 2.668048e+03 5.857581e+02 -1.124442e+03
## 946 947 948 949 950
## -2.104298e+03 5.742690e+02 -1.162349e+03 -2.060076e+03 -1.702140e+03
## 951 952 953 954 955
## -1.198623e+03 -3.138917e+03 -2.544293e+03 -2.397821e+03 -1.820089e+03
## 956 957 958 959 960
## -2.947304e+03 1.450122e+03 3.986929e+03 -2.474089e+03 -2.389591e+03
## 961 962 963 964 965
## -3.008561e+03 -2.568494e+03 -7.984050e+02 -3.281094e+03 -1.368622e+03
## 966 967 968 969 970
## -8.221305e+01 -1.345853e+03 -1.330690e+02 4.335964e+02 -2.177803e+03
## 971 972 973 974 975
## -4.917755e+02 -1.881985e+03 -2.482757e+03 -2.436857e+03 -2.268628e+03
## 976 977 978 979 980
## 3.502016e+02 3.794857e+01 -2.128893e+03 -1.889897e+03 -6.518882e+02
## 981 982 983 984 985
## -8.891315e+00 -2.303696e+03 -1.610707e+03 -1.608551e+03 -2.044279e+03
## 986 987 988 989 990
## -4.100119e+02 -1.771333e+03 -1.866447e+03 -2.591371e+03 -9.310225e+02
## 991 992 993 994 995
## -3.138134e+02 -2.805203e+03 -2.290516e+03 -2.318145e+03 -1.612109e+02
## 996 997 998 999 1000
## -2.400025e+03 -1.924177e+03 -2.989043e+03 -1.392880e+03 -2.888142e+03
## 1001 1002 1003 1004 1005
## 4.556469e+03 5.450062e+03 -8.447820e+02 -1.808668e+03 -1.684961e+03
## 1006 1007 1008 1009 1010
## -1.151650e+03 -1.478221e+03 -9.838935e+02 -3.951455e+02 -1.053617e+03
## 1011 1012 1013 1014 1015
## 1.794360e+03 1.660413e+03 6.485999e+03 6.637252e+03 -1.050230e+02
## 1016 1017 1018 1019 1020
## -1.571427e+03 1.875128e+03 -1.385107e+03 -1.409921e+03 1.756112e+03
## 1021 1022 1023 1024 1025
## 1.738666e+03 -9.880397e+02 -1.164234e+03 5.418280e+03 5.446097e+03
## 1026 1027 1028 1029 1030
## 5.689049e+03 -6.204641e+02 -1.486128e+03 8.221140e+02 1.760867e+03
## 1031 1032 1033 1034 1035
## -1.128777e+03 5.263959e+02 9.405052e+02 -1.903492e+03 -1.313447e+03
## 1036 1037 1038 1039 1040
## -1.664154e+03 -1.618129e+03 6.199230e+03 -8.744958e+02 -7.373467e+02
## 1041 1042 1043 1044 1045
## -6.056795e+02 -1.123576e+03 -4.054251e+02 7.511420e+03 -1.377505e+03
## 1046 1047 1048 1049 1050
## -1.534909e+03 -2.015761e+03 -1.594363e+03 -1.570273e+03 -1.633586e+03
## 1051 1052 1053 1054 1055
## -9.063036e+02 -2.205078e+03 -1.102543e+03 -1.945287e+03 -1.661306e+03
## 1056 1057 1058 1059 1060
## -1.716212e+03 -1.409946e+03 -1.986247e+03 -1.633525e+03 -1.828836e+03
## 1061 1062 1063 1064 1065
## -1.694402e+03 -1.923219e+03 -2.325171e+03 -1.761886e+03 -8.069078e+02
## 1066 1067 1068 1069 1070
## -4.730611e+02 -1.178259e+03 -3.039939e+02 -1.772272e+03 6.896871e+02
## 1071 1072 1073 1074 1075
## -1.855142e+03 -1.603039e+03 -2.389714e+01 -7.133267e+02 5.039602e+03
## 1076 1077 1078 1079 1080
## 2.731948e+03 6.289535e+02 2.543603e+03 -3.330065e+02 -7.611268e+02
## 1081 1082 1083 1084 1085
## -1.593624e+03 -1.521247e+03 -8.252499e+02 -1.773562e+03 -1.832218e+03
## 1086 1087 1088 1089 1090
## -1.915463e+03 -6.292270e+02 -1.070458e+02 2.459495e+03 -2.323365e+02
## 1091 1092 1093 1094 1095
## -1.880504e+03 1.766201e+03 -1.689962e+03 -1.389465e+03 -1.210961e+03
## 1096 1097 1098 1099 1100
## 4.630008e+02 1.579966e+03 4.379917e+03 2.333996e+03 -1.127733e+03
## 1101 1102 1103 1104 1105
## -9.210411e+02 -9.129136e+01 -1.315449e+03 -1.203123e+03 -8.363056e+02
## 1106 1107 1108 1109 1110
## 6.600733e+02 -1.420993e+03 -1.473286e+03 -1.378943e+03 -1.452524e+03
## 1111 1112 1113 1114 1115
## -8.915944e+02 -1.114823e+03 -1.775019e+03 -1.628849e+03 -4.879661e+02
## 1116 1117 1118 1119 1120
## -1.153245e+03 -1.006842e+03 -1.050166e+03 -1.252492e+03 -1.103371e+03
## 1121 1122 1123 1124 1125
## -1.032544e+03 -1.356310e+03 1.091961e+03 -6.999284e+02 -5.231260e+02
## 1126 1127 1128 1129 1130
## -1.239783e+03 -1.769818e+02 -1.330830e+03 -5.765810e+02 -8.228104e+02
## 1131 1132 1133 1134 1135
## -4.566610e+02 3.049969e+03 -4.780065e+02 1.567210e+01 -1.125476e+03
## 1136 1137 1138 1139 1140
## -1.638170e+03 -8.779369e+02 4.012848e+02 -3.658760e+02 1.581723e+03
## 1141 1142 1143 1144 1145
## -5.299071e+02 8.953283e+02 -1.206806e+03 -1.084427e+03 3.718835e+03
## 1146 1147 1148 1149 1150
## -2.535502e+02 5.160601e+03 2.862149e+03 1.265601e+03 -3.568510e+02
## 1151 1152 1153 1154 1155
## -2.496807e+02 -3.873773e+02 -1.261733e+03 6.129835e+02 3.690503e+03
## 1156 1157 1158 1159 1160
## -7.686575e+01 -5.120003e+02 -1.258307e+03 -1.482696e+03 -1.399661e+03
## 1161 1162 1163 1164 1165
## 1.324649e+03 3.612315e+03 1.595556e+03 5.492648e+03 -6.916627e+02
## 1166 1167 1168 1169 1170
## 6.754322e+03 2.647533e+03 2.684179e+02 4.229136e+02 -6.005731e+02
## 1171 1172 1173 1174 1175
## -9.092681e+02 -5.933917e+02 -4.681266e+02 2.507420e+03 4.546424e+03
## 1176 1177 1178 1179 1180
## -1.153626e+03 -1.277853e+03 -1.335339e+03 1.088277e+02 -2.153823e+02
## 1181 1182 1183 1184 1185
## -8.850915e+02 -1.161634e+03 -1.187312e+03 3.708489e+03 1.018585e+03
## 1186 1187 1188 1189 1190
## -7.918342e+02 -6.888708e+02 -1.403734e+03 -6.223989e+02 -9.825999e+02
## 1191 1192 1193 1194 1195
## -3.649418e+02 6.132745e+03 6.933249e+02 -4.367525e+02 -3.505071e+02
## 1196 1197 1198 1199 1200
## -9.330018e+02 -3.477546e+02 -1.459851e+03 -1.372586e+03 -1.288554e+03
## 1201 1202 1203 1204 1205
## -1.888247e+03 -2.063243e+03 -1.478176e+03 3.010699e+03 -1.889878e+03
## 1206 1207 1208 1209 1210
## -1.641831e+03 -7.204096e+02 -2.586672e+03 -2.963432e+03 -2.367212e+03
## 1211 1212 1213 1214 1215
## -4.815649e+02 -8.911579e+02 3.633310e+03 -1.575193e+03 -1.148373e+03
## 1216 1217 1218 1219 1220
## -1.600390e+03 -2.688940e+03 -2.221854e+03 -1.907706e+03 -1.642841e+03
## 1221 1222 1223 1224 1225
## -1.547629e+03 -2.515942e+03 -2.343274e+03 -1.360180e+03 3.356583e+02
## 1226 1227 1228 1229 1230
## 9.579457e+02 1.365327e+03 7.104099e+02 1.602357e+03 -3.208702e+02
## 1231 1232 1233 1234 1235
## -6.111844e+02 6.491311e+02 -1.192213e+03 -1.891968e+03 -5.624297e+02
## 1236 1237 1238 1239 1240
## -2.330196e+03 -1.781245e+03 -4.039708e+02 3.434299e+03 -1.923342e+02
## 1241 1242 1243 1244 1245
## 9.872875e+02 -5.417399e+02 -2.311174e+03 -1.300106e+03 -1.216781e+03
## 1246 1247 1248 1249 1250
## -9.180097e+02 9.620324e+02 1.419307e+03 -7.786902e+02 6.324498e+02
## 1251 1252 1253 1254 1255
## 5.114423e+02 6.832251e+02 7.374973e+02 -6.125660e+02 -1.491892e+03
## 1256 1257 1258 1259 1260
## 5.349882e+02 1.706780e+02 7.092796e+02 1.205070e+03 -3.906325e+02
## 1261 1262 1263 1264 1265
## -5.476788e+02 5.044727e+02 9.367247e+02 -1.348966e+03 -1.410101e+02
## 1266 1267 1268 1269 1270
## 5.472272e+02 8.003563e+01 3.437128e+03 1.648996e+01 4.956010e+02
## 1271 1272 1273 1274 1275
## 7.255335e+03 -1.102720e+03 -1.428851e+03 2.855726e+02 -2.920129e+02
## 1276 1277 1278 1279 1280
## 7.310883e+03 -1.114287e+03 8.313134e+00 -2.321389e+02 -7.184540e+01
## 1281 1282 1283 1284 1285
## -2.195451e+01 1.849891e+03 -2.412018e+02 -1.081240e+02 6.556639e+03
## 1286 1287 1288 1289 1290
## -1.008328e+03 2.129903e+03 4.661035e+03 -1.442839e+03 -1.670840e+03
## 1291 1292 1293 1294 1295
## -1.503030e+03 1.065069e+03 4.092363e+03 2.918796e+03 -2.300848e+03
## 1296 1297 1298 1299 1300
## 2.451214e+03 3.272050e+03 -1.393901e+03 1.917251e+03 -1.701662e+03
## 1301 1302 1303 1304 1305
## -2.528980e+03 -2.513080e+03 -1.283355e+03 -9.273767e+02 -1.197222e+03
## 1306 1307 1308 1309 1310
## 5.911644e+03 1.042594e+04 7.479521e+03 -1.432759e+03 -6.945102e+02
## 1311 1312 1313 1314 1315
## 4.672587e+03 -2.480963e+03 -2.239788e+03 -2.131339e+03 -2.467486e+03
## 1316 1317 1318 1319 1320
## -2.452099e+03 -2.354601e+03 -2.685763e+03 -2.404168e+03 -2.554406e+03
## 1321 1322 1323 1324 1325
## -2.081763e+03 -1.836011e+03 -2.070009e+03 1.646741e+03 -2.553382e+03
## 1326 1327 1328 1329 1330
## -1.771165e+03 -2.289914e+03 3.285770e+03 -1.241783e+02 -2.457397e+02
## 1331 1332 1333 1334 1335
## -1.686876e+03 -2.157289e+03 -1.368184e+03 6.823246e+03 2.014810e+03
## 1336 1337 1338 1339 1340
## 2.871129e+03 4.644422e+03 5.281655e+03 3.131321e+03 4.093196e+03
## 1341 1342 1343 1344 1345
## -1.727948e+03 -1.978568e+03 5.901326e+03 -3.526254e+03 1.631106e+03
## 1346 1347 1348 1349 1350
## -1.791524e+03 7.356790e+02 1.483384e+03 -3.108636e+03 2.942926e+03
## 1351 1352 1353 1354 1355
## -2.248367e+03 1.795033e+03 -1.419466e+03 -3.142977e+03 -2.164741e+03
## 1356 1357 1358 1359 1360
## -2.385900e+03 -2.346201e+03 -2.089507e+03 -1.549414e+03 -1.956939e+03
## 1361 1362 1363 1364 1365
## -2.072006e+03 2.523910e+03 -2.349760e+03 -2.329467e+03 -2.319504e+03
## 1366 1367 1368 1369 1370
## -2.891050e+03 -2.239298e+03 -2.309178e+03 -2.696780e+03 8.184482e+02
## 1371 1372 1373 1374 1375
## 5.187900e+03 2.477457e+02 3.389162e+03 -1.119804e+03 -1.626464e+03
## 1376 1377 1378 1379 1380
## -2.200704e+03 -1.985519e+03 -1.326328e+03 6.324468e+03 7.746270e+02
## 1381 1382 1383 1384 1385
## 8.508665e+02 3.104740e+03 -2.414142e+03 -2.165959e+03 1.381232e+03
## 1386 1387 1388 1389 1390
## -2.297692e+03 5.627077e+03 6.316069e+02 4.656100e+02 8.869926e+02
## 1391 1392 1393 1394 1395
## 2.267483e+03 -2.148435e+03 -1.652823e+03 -2.433033e+03 -1.872649e+03
## 1396 1397 1398 1399 1400
## 7.218017e+03 -1.683726e+03 8.435585e+02 6.481507e+03 3.067778e+02
## 1401 1402 1403 1404 1405
## 3.619292e+03 -8.936841e+02 -1.142170e+03 -5.251554e+02 -6.980486e+02
## 1406 1407 1408 1409 1410
## 1.974109e+03 5.672811e+02 -8.544650e+02 -2.030595e+03 -6.131673e+02
## 1411 1412 1413 1414 1415
## 7.409986e+03 1.587038e+03 9.112168e+02 -4.960516e+02 -7.459625e+02
## 1416 1417 1418 1419 1420
## -1.189159e+03 -2.164424e+03 6.236634e+03 3.749204e+03 -8.642056e+02
## 1421 1422 1423 1424 1425
## 2.940992e+03 -8.917919e+02 8.198300e+03 -1.666482e+03 -1.499042e+03
## 1426 1427 1428 1429 1430
## 1.802021e+03 1.912913e+03 2.238615e+03 2.457372e+03 -1.049994e+03
## 1431 1432 1433 1434 1435
## -1.570210e+03 -1.494538e+03 -1.226887e+03 -6.728179e+02 7.069199e+03
## 1436 1437 1438 1439 1440
## -1.910276e+03 -2.506433e+02 1.952174e+03 3.604298e+03 -1.462505e+03
## 1441 1442 1443 1444 1445
## -1.821862e+03 -1.498069e+03 -1.459056e+03 -1.197492e+03 7.936537e+03
## 1446 1447 1448 1449 1450
## -1.185889e+03 -1.289407e+03 -1.419790e+03 3.888726e+03 1.103265e+03
## 1451 1452 1453 1454 1455
## 2.988054e+03 1.303041e+03 2.056708e+03 -2.519445e+03 -1.196373e+03
## 1456 1457 1458 1459 1460
## -1.344381e+03 -1.304774e+03 -1.328028e+03 -2.868772e+03 -2.590620e+03
## 1461 1462 1463 1464 1465
## -2.493065e+03 -1.921191e+03 -2.683314e+03 5.734447e+03 -6.149075e+02
## 1466 1467 1468 1469 1470
## 3.746514e+03 -1.197063e+03 -2.176546e+03 -4.596334e+01 1.109437e+03
## 1471 1472 1473 1474 1475
## 3.238640e+03 -1.120097e+03 3.954767e+03 -1.881289e+03 -2.359866e+03
## 1476 1477 1478 1479 1480
## -1.130926e+02 3.583925e+02 3.552318e+03 -1.586380e+03 -1.199141e+03
## 1481 1482 1483 1484 1485
## -2.356098e+03 -1.172559e+03 -1.444545e+03 -1.254445e+03 -2.141656e+03
## 1486 1487 1488 1489 1490
## -2.471571e+03 -2.273674e+03 -2.583131e+03 -2.338401e+03 1.400406e+03
## 1491 1492 1493 1494 1495
## -8.792372e+02 -4.871361e+02 -2.644883e+02 2.109159e+02 -2.180141e+03
## 1496 1497 1498 1499 1500
## -2.728430e+03 -2.325710e+03 -2.366118e+03 -6.733841e+02 -2.543941e+03
## 1501 1502 1503 1504 1505
## -8.509078e+02 5.105257e+02 3.851579e+03 -3.727341e+02 -8.367780e+02
## 1506 1507 1508 1509 1510
## -8.915624e+00 1.328709e+02 -5.424383e+02 -6.546916e+02 -1.391783e+03
## 1511 1512 1513 1514 1515
## -1.226330e+03 -3.772147e+02 -1.831769e+02 1.134309e+01 -1.432627e+02
## 1516 1517 1518 1519 1520
## 1.401016e+03 1.019264e+03 6.662069e+02 1.275232e+03 -4.470212e+02
## 1521 1522 1523 1524 1525
## -9.495649e+02 -1.338986e+03 -5.462197e+02 -1.096285e+03 7.042761e+02
## 1526 1527 1528 1529 1530
## -1.199821e+03 4.374948e+02 4.083465e+03 8.646565e+01 8.511184e+01
## 1531 1532 1533 1534 1535
## 9.748818e+01 1.346431e+03 -4.582096e+02 -7.895092e+02 -9.889284e+02
## 1536 1537 1538 1539 1540
## -8.776772e+02 2.231660e+02 5.926448e+02 1.034382e+03 1.386330e+03
## 1541 1542 1543 1544 1545
## -1.202260e+03 -9.975222e+02 -4.141937e+02 -1.063414e+03 4.529000e+02
## 1546 1547 1548 1549 1550
## 2.606760e+02 3.452623e+03 2.977824e+02 -4.695918e+02 -9.810510e+02
## 1551 1552 1553 1554 1555
## -7.547213e+02 -9.432356e+02 -1.261003e+03 -1.104131e+03 9.467931e+02
## 1556 1557 1558 1559 1560
## -3.737832e+02 4.522257e+02 -1.098396e+03 -5.143331e+02 -9.408135e+02
## 1561 1562 1563 1564 1565
## -1.309559e+03 -1.191733e+03 -1.564048e+03 -6.667608e+02 3.188111e+02
## 1566 1567 1568 1569 1570
## 3.655399e+03 2.717826e+02 -5.371898e+02 2.104139e+02 1.797934e+03
## 1571 1572 1573 1574 1575
## -1.100666e+03 -7.436669e+02 -1.284329e+03 -8.834496e+02 -1.185411e+03
## 1576 1577 1578 1579 1580
## 6.718998e+02 9.655678e+02 1.159352e+03 1.047765e+03 1.417443e+03
## 1581 1582 1583 1584 1585
## -8.673446e+02 7.609935e+02 -8.590511e+02 -5.420264e+02 -1.079944e+03
## 1586 1587 1588 1589 1590
## 8.625528e+02 -1.133756e+03 1.955595e+02 2.459709e+02 -1.162836e+02
## 1591 1592 1593 1594 1595
## -1.216415e+03 -8.018427e+02 -1.146346e+03 5.876430e+02 -2.026368e+02
## 1596 1597 1598 1599 1600
## 3.091632e+03 3.335595e+03 1.861854e+03 -6.371785e+02 -7.979221e+02
## 1601 1602 1603 1604 1605
## -8.782077e+02 -1.061963e+03 -1.190490e+03 3.942111e+02 5.104769e+02
## 1606 1607 1608 1609 1610
## -5.082878e+02 -9.738419e+02 -7.873655e+02 -3.282358e+02 7.614419e+02
## 1611 1612 1613 1614 1615
## -9.916591e+02 -5.932211e+02 -1.016790e+03 -6.846131e+02 1.919942e+03
## 1616 1617 1618 1619 1620
## -6.722026e+02 -4.864888e+02 1.680207e+00 -1.043114e+03 -3.230363e+02
## 1621 1622 1623 1624 1625
## 8.745108e+02 -3.983941e+02 -7.573244e+02 -8.769754e+02 -3.130821e+02
## 1626 1627 1628 1629 1630
## 3.461128e+03 -1.653435e+02 3.423369e+03 -1.277918e+03 -5.562470e+02
## 1631 1632 1633 1634 1635
## -4.434175e+02 1.053613e+03 -8.011751e+02 9.763613e+02 1.485392e+02
## 1636 1637 1638 1639 1640
## -9.676091e+01 1.715081e+03 -5.851954e+02 -5.177914e+02 2.629480e+03
## 1641 1642 1643 1644 1645
## -8.827466e+02 -9.772013e+02 -7.374649e+02 -8.930104e+02 9.447188e+02
## 1646 1647 1648 1649 1650
## 9.025377e+02 -9.691466e+01 -9.272820e+02 5.660905e+02 3.358697e+03
## 1651 1652 1653 1654 1655
## -5.089001e+02 -9.050413e+01 -1.060034e+03 2.894958e+03 2.867279e+03
## 1656 1657 1658 1659 1660
## 3.476653e+01 8.682320e+02 1.126554e+03 1.634848e+01 5.603161e+02
## 1661 1662 1663 1664 1665
## -7.726791e+02 9.633795e+02 -6.492767e+02 -4.947424e+01 2.790047e+02
## 1666 1667 1668 1669 1670
## 2.799801e+03 2.747534e+02 -3.571633e+02 1.115199e+03 1.828043e+03
## 1671 1672 1673 1674 1675
## -8.841260e+02 -9.707852e+02 2.139535e+03 -1.345353e+03 4.762298e+01
## 1676 1677 1678 1679 1680
## 2.262550e+02 -9.707748e+02 -1.149009e+03 -8.953189e+02 -6.568080e+02
## 1681 1682 1683 1684 1685
## -1.089663e+03 1.329538e+02 2.460365e+03 3.482639e+02 -1.123421e+03
## 1686 1687 1688 1689 1690
## -4.953641e+02 -8.249982e+02 7.837128e+02 -8.106257e+02 -8.128580e+02
## 1691 1692 1693 1694 1695
## -5.900466e+02 -5.322852e+02 -9.402800e+02 -2.286136e+02 -7.299494e+02
## 1696 1697 1698 1699 1700
## -5.969539e+02 -8.152233e+02 -8.960986e+02 -1.078653e+03 -6.402198e+02
## 1701 1702 1703 1704 1705
## -1.161422e+02 -9.272981e+02 -1.538812e+03 -1.472599e+03 2.604267e+03
## 1706 1707 1708 1709 1710
## 1.710513e+03 1.212542e+03 -7.160900e+02 -5.720830e+02 -1.220236e+02
## 1711 1712 1713 1714 1715
## -9.472915e+02 -1.207901e+03 -2.039348e+03 -1.270839e+03 -1.012313e+03
## 1716 1717 1718 1719 1720
## -1.507712e+03 -1.002815e+03 1.899455e+03 -9.312752e+02 1.234141e+03
## 1721 1722 1723 1724 1725
## -1.233963e+03 -1.134544e+03 1.509185e+02 -1.925349e+03 2.405932e+02
## 1726 1727 1728 1729 1730
## -8.890584e+02 -1.866373e+03 -1.182416e+03 -1.368118e+03 -4.941904e+02
## 1731 1732 1733 1734 1735
## -1.007918e+03 -1.136427e+03 -1.552973e+03 -1.646465e+03 -1.657272e+03
## 1736 1737 1738 1739 1740
## -1.388561e+03 -6.164643e+02 -1.881489e+03 1.384440e+02 -1.967272e+03
## 1741 1742 1743 1744 1745
## 2.493489e+02 -7.390428e+02 1.783224e+02 -1.109748e+03 -1.399476e+03
## 1746 1747 1748 1749 1750
## -1.621541e+03 -1.002077e+03 -1.451529e+03 -1.157137e+03 3.751560e+03
## 1751 1752 1753 1754 1755
## 4.243316e+03 -1.001576e+03 3.461135e+03 3.292850e+03 -2.788297e+02
## 1756 1757 1758 1759 1760
## -1.134313e+03 -1.371470e+03 5.303507e+02 3.485550e+02 1.853016e+02
## 1761 1762 1763 1764 1765
## 3.400522e+02 2.385405e+03 7.009796e+03 -1.304948e+03 -8.820579e+02
## 1766 1767 1768 1769 1770
## -1.304367e+03 -1.245517e+03 6.538039e+02 1.136674e+03 -1.102153e+03
## 1771 1772 1773 1774 1775
## -2.215487e+02 -8.353339e+01 -6.008904e+02 2.651010e+02 1.158134e+03
## 1776 1777 1778 1779 1780
## 1.675734e+03 1.198280e+03 -3.384849e+02 4.574168e+03 4.597836e+03
## 1781 1782 1783 1784 1785
## 1.368206e+02 2.591662e+03 4.129324e+03 -1.905411e+03 -1.770891e+03
## 1786 1787 1788 1789 1790
## -1.783903e+03 3.667311e+02 -1.447013e+01 -1.651402e+02 1.179291e+03
## 1791 1792 1793 1794 1795
## 6.615708e+03 -1.226894e+03 4.182936e+02 -1.472116e+03 -1.618658e+03
## 1796 1797 1798 1799 1800
## 4.615506e+02 -1.010139e+03 -3.753637e+01 3.619413e+03 -1.256599e+03
## 1801 1802 1803 1804 1805
## 6.344210e+02 -9.822922e+02 -1.133207e+03 -1.616899e+03 -1.756568e+03
## 1806 1807 1808 1809 1810
## -1.848730e+03 2.604819e+04 -2.389739e+03 3.841937e+03 -2.115041e+03
## 1811 1812 1813 1814 1815
## -8.522513e+02 -1.431006e+03 9.530299e+02 -1.578565e+03 -1.030848e+03
## 1816 1817 1818 1819 1820
## -8.854340e+02 -1.580894e+03 -1.208726e+03 -1.941244e+03 -1.872620e+03
## 1821 1822 1823 1824 1825
## -1.181852e+03 -2.559624e+03 -1.825709e+03 -2.378594e+03 -1.896996e+03
## 1826 1827 1828 1829 1830
## 1.032086e+03 -1.697132e+03 -7.560148e+02 -2.365778e+03 -2.408704e+03
## 1831 1832 1833 1834 1835
## 3.614867e+03 3.574592e+03 -8.881586e+02 -2.374187e+03 -2.034268e+03
## 1836 1837 1838 1839 1840
## -1.243319e+03 -2.116950e+03 -1.136325e+03 -1.602217e+03 -1.625936e+03
## 1841 1842 1843 1844 1845
## 3.514945e+02 6.295136e+02 1.535751e+03 -2.715603e+02 -3.990608e+02
## 1846 1847 1848 1849 1850
## 1.864980e+02 6.819057e+03 -1.914185e+03 -7.858501e+02 1.332968e+03
## 1851 1852 1853 1854 1855
## -1.567359e+03 -1.301172e+03 -1.589949e+02 1.324210e+03 -1.423815e+03
## 1856 1857 1858 1859 1860
## -1.143541e+03 1.980895e+03 1.706912e+03 7.636635e+02 -1.128636e+03
## 1861 1862 1863 1864 1865
## 4.193165e+03 -9.361435e+01 -2.083240e+02 3.669582e+03 4.147920e+03
## 1866 1867 1868 1869 1870
## 3.207670e+03 2.712452e+03 4.103396e+03 -1.214092e+03 -1.131005e+03
## 1871 1872 1873 1874 1875
## -3.240722e+02 2.274515e+03 -3.755810e+02 1.985702e+02 2.152208e+03
## 1876 1877 1878 1879 1880
## 1.105762e+03 7.316867e+03 -2.174956e+03 2.296344e+03 -2.337516e+03
## 1881 1882 1883 1884 1885
## 2.303606e+02 -1.534128e+03 -7.194028e+02 2.084519e+03 -1.809165e+03
## 1886 1887 1888 1889 1890
## -2.157113e+03 -2.417613e+03 -2.301114e+03 -1.159576e+02 -1.856065e+03
## 1891 1892 1893 1894 1895
## -2.420600e+03 -1.996648e+03 2.659539e+03 -1.181200e+03 -1.107586e+03
## 1896 1897 1898 1899 1900
## -1.697514e+03 -1.102118e+03 -1.603128e+03 -2.393066e+03 -1.370873e+00
## 1901 1902 1903 1904 1905
## 7.200032e+02 8.400322e+02 1.187117e+03 4.733598e+02 1.030473e+03
## 1906 1907 1908 1909 1910
## 2.859417e+03 7.671695e+03 -5.606142e+02 -2.248087e+02 -3.588984e+02
## 1911 1912 1913 1914 1915
## -8.114930e+02 1.712556e+03 -3.028177e+02 6.640894e+02 9.841159e+02
## 1916 1917 1918 1919 1920
## -1.186359e+03 -9.197755e+02 -2.971709e+02 5.025617e+02 -9.729104e+01
## 1921 1922 1923 1924 1925
## -1.301632e+03 -6.003574e+02 -1.274292e+03 2.173724e+03 1.590348e+02
## 1926 1927 1928 1929 1930
## 4.112455e+01 -2.650057e+02 -9.198056e+02 -9.903331e+02 -1.354509e+03
## 1931 1932 1933 1934 1935
## -7.450440e+02 -1.191780e+02 1.165907e+02 1.384361e+03 -5.704997e+01
## 1936 1937 1938 1939 1940
## -3.827016e+02 -1.445536e+03 -9.583647e+02 -9.296579e+02 -2.522190e+02
## 1941 1942 1943 1944 1945
## -1.014748e+03 4.070544e+01 -9.037167e+02 1.843826e+03 -1.124253e+03
## 1946 1947 1948 1949 1950
## 1.177645e+02 2.330686e+03 -6.008956e+02 -9.443964e+02 -7.984162e+02
## 1951 1952 1953 1954 1955
## 2.369824e+03 5.399785e+02 -1.465963e+02 -6.408150e+02 -6.771968e+02
## 1956 1957 1958 1959 1960
## -9.639029e+02 -1.529242e+02 -7.561545e+02 -6.700981e+02 -1.254973e+03
## 1961 1962 1963 1964 1965
## -7.783732e+02 -7.504797e+02 1.642355e+03 -3.436166e+01 -8.869691e+02
## 1966 1967 1968 1969 1970
## -3.276446e+02 -1.009575e+03 -8.449671e+02 4.857882e+03 -2.225174e+02
## 1971 1972 1973 1974 1975
## -4.888531e+02 -1.148297e+03 -1.178172e+03 1.910053e+02 -1.243524e+01
## 1976 1977 1978 1979 1980
## 1.664945e+03 1.066879e+03 9.161266e+02 1.252232e+03 -1.864103e+01
## 1981 1982 1983 1984 1985
## 2.277737e+02 -8.247693e+02 -4.085720e+02 -9.294892e+02 -2.761145e+02
## 1986 1987 1988 1989 1990
## 7.628250e+00 2.148693e+02 -1.236950e+03 -4.641396e+02 -9.289273e+02
## 1991 1992 1993 1994 1995
## -9.679572e+02 -2.118894e+02 -2.864072e+02 -1.213403e+03 -1.010172e+03
## 1996 1997 1998 1999 2000
## -1.331489e+03 3.555682e+03 -3.018412e+02 -9.496071e+01 -1.680484e+02
## 2001 2002 2003 2004 2005
## -6.400580e+02 -1.257468e+03 -1.522216e+03 -4.587716e+02 3.067801e+03
## 2006 2007 2008 2009 2010
## -3.453006e+02 2.020788e+03 -6.444362e+02 -5.846601e+02 -7.656847e+02
## 2011 2012 2013 2014 2015
## -1.365204e+03 -1.431713e+03 -1.451606e+03 -7.176753e+02 1.307281e+01
## 2016 2017 2018 2019 2020
## -1.299080e+03 -1.156639e+03 -1.002645e+03 -1.115195e+03 -1.344593e+03
## 2021 2022 2023 2024 2025
## -1.149180e+03 -5.464051e+02 -8.587928e+02 -1.227290e+03 -1.053218e+03
## 2026 2027 2028 2029 2030
## -1.288101e+03 -1.480026e+03 -3.365860e+02 -1.276432e+03 -1.585648e+03
## 2031 2032 2033 2034 2035
## -9.095996e+02 3.264877e+02 2.548026e+03 -1.271348e+03 -1.431996e+03
## 2036 2037 2038 2039 2040
## 4.672141e-01 -1.485234e+03 -1.347591e+03 -9.987308e+02 -1.256861e+03
## 2041 2042 2043 2044 2045
## 5.021549e+03 -1.002985e+02 3.087235e+03 -1.050620e+03 -1.053278e+03
## 2046 2047 2048 2049 2050
## -1.211609e+03 2.013914e+02 1.393132e+02 1.357081e+03 2.267176e+03
## 2051 2052 2053 2054 2055
## -9.290417e+02 -1.235854e+03 5.778059e+02 -1.274598e+03 1.068301e+02
## 2056 2057 2058 2059 2060
## 1.247269e+03 -1.058257e+03 -1.542324e+03 -1.083959e+03 -1.327735e+03
## 2061 2062 2063 2064 2065
## -5.768763e+02 -1.268500e+02 -9.285537e+02 -1.186842e+03 -1.960911e+02
## 2066 2067 2068 2069 2070
## -5.819195e+02 1.191829e+02 -1.055600e+03 -7.265520e+02 1.719852e+03
## 2071 2072 2073 2074 2075
## -1.224989e+03 -1.145588e+03 -1.580005e+03 -1.157792e+03 -7.376256e+02
## 2076 2077 2078 2079 2080
## -1.224942e+03 2.347661e+03 -5.492959e+02 -1.317447e+03 9.385523e+02
## 2081 2082 2083 2084 2085
## 1.059807e+03 1.543526e+02 -1.382079e+03 7.555131e+02 2.483897e+03
## 2086 2087 2088 2089 2090
## -1.062393e+02 -1.173575e+03 9.286022e+02 -9.813916e+02 -1.306934e+03
## 2091 2092 2093 2094 2095
## -1.355084e+02 4.557899e+03 4.295826e+03 4.169565e+03 -6.633520e+02
## 2096 2097 2098 2099 2100
## 5.456756e+03 5.773695e+03 5.185448e+03 4.145044e+03 2.465657e+03
## 2101 2102 2103 2104 2105
## -1.552974e+03 2.451745e+03 1.733221e+03 -2.025860e+03 3.457988e+02
## 2106 2107 2108 2109 2110
## -1.579873e+03 -2.159231e+03 -7.423370e+02 1.638787e+03 4.254960e+03
## 2111 2112 2113 2114 2115
## 5.686768e+02 1.644528e+03 -1.350152e+03 -9.427118e+02 -2.102833e+03
## 2116 2117 2118 2119 2120
## -3.437059e+02 -1.505461e+03 -1.721375e+03 -1.944772e+03 1.371426e+03
## 2121 2122 2123 2124 2125
## -9.161467e+02 -2.162951e+03 -3.280510e+02 4.427870e+03 -1.896787e+03
## 2126 2127 2128 2129 2130
## 9.364479e+02 1.297069e+03 1.537777e+03 -1.601109e+03 -1.115072e+03
## 2131 2132 2133 2134 2135
## -9.842848e+02 -2.113585e+03 4.893591e+02 -2.810243e+02 -1.686326e+03
## 2136 2137 2138 2139 2140
## -1.622581e+03 5.252359e+03 1.129405e+03 1.056467e+03 7.219362e+03
## 2141 2142 2143 2144 2145
## -1.570974e+03 -8.224293e+02 -2.119345e+03 -4.230579e+02 4.485152e+03
## 2146 2147 2148 2149 2150
## 2.525228e+03 -1.474242e+03 6.862293e+02 -2.215087e+03 1.787926e+02
## 2151 2152 2153 2154 2155
## 2.403928e+03 -1.726551e+03 -1.911314e+03 -1.992006e+03 4.848999e+02
## 2156 2157 2158 2159 2160
## -2.975314e+02 -2.145853e+03 -1.412120e+03 -1.720409e+03 1.272835e+03
## 2161 2162 2163 2164 2165
## 1.353925e+03 1.395551e+03 -2.095296e+03 -2.246692e+03 4.058363e+02
## 2166 2167 2168 2169 2170
## 1.861999e+02 5.857760e+01 1.351403e+03 1.522631e+03 -2.209673e+03
## 2171 2172 2173 2174 2175
## -2.839247e+01 -4.546582e+01 6.012642e+03 1.749257e+03 -2.421382e+03
## 2176 2177 2178 2179 2180
## -1.216708e+02 9.433588e+02 -1.996108e+03 -9.303161e+02 -2.041051e+03
## 2181 2182 2183 2184 2185
## 3.054336e+02 4.790667e+03 -6.947788e+02 -1.081388e+03 2.398667e+03
## 2186 2187 2188 2189 2190
## 1.834455e+03 1.492144e+03 -1.487638e+03 -9.848255e+02 -1.990763e+03
## 2191 2192 2193 2194 2195
## 1.171258e+03 -1.266478e+03 3.688514e+03 -1.291672e+03 2.984584e+03
## 2196 2197 2198 2199 2200
## -1.745674e+03 -1.399220e+03 -2.147266e+03 -1.171724e+03 -1.129834e+03
##
##
## Model with interaction term: Potassium
##
## Call:
## lm(formula = formula, data = data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -6126 -1449 -691 695 114269
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) -6.222e+03 2.199e+04 -0.283 0.7773
## factor(Crop)Banana 7.470e+03 2.249e+04 0.332 0.7398
## factor(Crop)Blackgram 1.170e+04 2.196e+04 0.533 0.5941
## factor(Crop)ChickPea 9.037e+03 2.364e+04 0.382 0.7023
## factor(Crop)Coconut 9.749e+03 2.219e+04 0.439 0.6604
## factor(Crop)Coffee 9.143e+03 2.216e+04 0.413 0.6799
## factor(Crop)Cotton 7.003e+03 2.198e+04 0.319 0.7500
## factor(Crop)Grapes -1.084e+03 3.115e+04 -0.035 0.9722
## factor(Crop)Jute 9.279e+03 2.229e+04 0.416 0.6772
## factor(Crop)KidneyBeans 7.542e+03 2.201e+04 0.343 0.7319
## factor(Crop)Lentil 8.577e+03 2.197e+04 0.390 0.6964
## factor(Crop)Maize 9.400e+03 2.200e+04 0.427 0.6693
## factor(Crop)Mango 7.539e+03 2.217e+04 0.340 0.7338
## factor(Crop)MothBeans 1.209e+04 2.201e+04 0.549 0.5828
## factor(Crop)MungBean 9.421e+03 2.198e+04 0.429 0.6683
## factor(Crop)Muskmelon 1.200e+04 2.262e+04 0.531 0.5956
## factor(Crop)Orange 8.067e+03 2.192e+04 0.368 0.7129
## factor(Crop)Papaya 1.026e+04 2.264e+04 0.453 0.6504
## factor(Crop)PigeonPeas 5.202e+03 2.202e+04 0.236 0.8133
## factor(Crop)Pomegranate 8.056e+03 2.239e+04 0.360 0.7191
## factor(Crop)Rice -2.690e+03 2.241e+04 -0.120 0.9045
## factor(Crop)Watermelon 5.100e+03 2.260e+04 0.226 0.8215
## Potassium 4.154e+01 1.091e+02 0.381 0.7033
## Nitrogen -6.251e-02 6.514e+00 -0.010 0.9923
## Phosphorus -1.526e+00 1.028e+01 -0.149 0.8819
## Temperature -3.034e+01 2.151e+01 -1.410 0.1586
## Humidity -3.573e+00 1.927e+01 -0.185 0.8529
## pH_Value 1.153e+02 1.255e+02 0.919 0.3583
## Rainfall 1.431e+00 3.701e+00 0.387 0.6990
## factor(Crop)Banana:Potassium -1.080e+01 1.529e+02 -0.071 0.9437
## factor(Crop)Blackgram:Potassium -1.986e+02 1.575e+02 -1.261 0.2073
## factor(Crop)ChickPea:Potassium -4.786e+01 1.558e+02 -0.307 0.7588
## factor(Crop)Coconut:Potassium -6.504e+01 1.627e+02 -0.400 0.6893
## factor(Crop)Coffee:Potassium -5.008e+01 1.564e+02 -0.320 0.7488
## factor(Crop)Cotton:Potassium -1.827e-01 1.579e+02 -0.001 0.9991
## factor(Crop)Grapes:Potassium 1.129e+01 1.557e+02 0.073 0.9422
## factor(Crop)Jute:Potassium -7.093e+01 1.544e+02 -0.459 0.6460
## factor(Crop)KidneyBeans:Potassium 4.916e+01 1.597e+02 0.308 0.7582
## factor(Crop)Lentil:Potassium -4.718e+01 1.636e+02 -0.288 0.7731
## factor(Crop)Maize:Potassium -7.412e+01 1.644e+02 -0.451 0.6522
## factor(Crop)Mango:Potassium -1.473e+01 1.599e+02 -0.092 0.9266
## factor(Crop)MothBeans:Potassium -1.599e+02 1.614e+02 -0.991 0.3220
## factor(Crop)MungBean:Potassium -4.563e+01 1.585e+02 -0.288 0.7734
## factor(Crop)Muskmelon:Potassium -8.670e+01 1.569e+02 -0.553 0.5805
## factor(Crop)Orange:Potassium -7.890e+01 1.613e+02 -0.489 0.6248
## factor(Crop)Papaya:Potassium -7.138e+01 1.607e+02 -0.444 0.6569
## factor(Crop)PigeonPeas:Potassium 2.802e+02 1.687e+02 1.661 0.0969 .
## factor(Crop)Pomegranate:Potassium 1.754e+00 1.616e+02 0.011 0.9913
## factor(Crop)Rice:Potassium 3.003e+02 1.644e+02 1.826 0.0679 .
## factor(Crop)Watermelon:Potassium 6.564e+01 1.556e+02 0.422 0.6731
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 3601 on 2150 degrees of freedom
## Multiple R-squared: 0.07913, Adjusted R-squared: 0.05815
## F-statistic: 3.771 on 49 and 2150 DF, p-value: < 2.2e-16
##
##
## Residuals:
## 1 2 3 4 5
## 1167.792021 -199.019282 667.965229 2233.138913 114269.401654
## 6 7 8 9 10
## -2062.972147 3447.979406 1729.882539 5950.729111 6968.004297
## 11 12 13 14 15
## 4419.945264 25.045397 69.351395 -352.547136 -689.001659
## 16 17 18 19 20
## -3842.823499 -4906.886437 -3691.346392 1209.675065 -2881.524020
## 21 22 23 24 25
## -1444.689122 -3817.898621 1946.364097 -3441.000913 -1027.140947
## 26 27 28 29 30
## 1164.312046 -4855.267666 -4327.873240 -5832.905966 -1935.595862
## 31 32 33 34 35
## -3669.899401 -662.872445 -2824.524239 -1150.524556 -3754.300584
## 36 37 38 39 40
## -1612.795533 -1985.227871 -2708.099774 -5758.732490 -4162.454862
## 41 42 43 44 45
## -2290.142448 -1178.041974 3081.097792 -2020.799828 -4137.586946
## 46 47 48 49 50
## -1546.850397 -689.882924 -1738.168597 -2220.509552 -1602.147758
## 51 52 53 54 55
## 953.955306 1692.169565 -4267.871861 -5161.091377 -63.758161
## 56 57 58 59 60
## -1666.714636 1452.695052 -5144.707956 -4388.345566 -2164.869312
## 61 62 63 64 65
## -2426.516151 -4327.404233 240.828186 -3926.455313 -4401.965773
## 66 67 68 69 70
## -2626.940306 -2749.322419 -1931.594356 -880.297272 -2316.516241
## 71 72 73 74 75
## -2850.178609 1612.007358 -3050.045036 -4847.348303 -1386.518336
## 76 77 78 79 80
## -2742.078219 -4459.460114 283.894087 -1156.523948 -1379.096167
## 81 82 83 84 85
## -1337.998951 -1355.781986 -4164.597161 -2716.255960 682.980368
## 86 87 88 89 90
## 15418.705057 18303.829601 14569.861308 -3734.004918 -3722.790630
## 91 92 93 94 95
## -2813.571423 -2590.104484 -1611.794829 -2056.193783 -1376.980907
## 96 97 98 99 100
## -553.784211 -460.712450 -4682.928941 -5392.162418 -3654.272311
## 101 102 103 104 105
## 155.353072 -1626.040912 -1378.539101 -1610.911085 963.120534
## 106 107 108 109 110
## -403.733089 1086.071456 572.291302 3622.279980 907.746918
## 111 112 113 114 115
## -877.231886 1432.305783 -1756.992976 -1387.948209 -888.517602
## 116 117 118 119 120
## 1051.053645 -959.720623 84.276162 552.183974 606.397476
## 121 122 123 124 125
## -826.183806 1439.278156 -1781.455744 -961.761516 2546.856661
## 126 127 128 129 130
## 2092.221568 -522.443202 -1004.857103 -302.187150 -548.471139
## 131 132 133 134 135
## -384.885236 -1200.087197 -1034.904136 -1096.746467 -987.245982
## 136 137 138 139 140
## 1475.057653 -1251.938878 447.681240 -919.812621 510.039598
## 141 142 143 144 145
## 786.846064 -737.769440 1240.027309 -1206.090808 578.121334
## 146 147 148 149 150
## -883.234191 558.509078 526.295661 -834.619960 2402.725718
## 151 152 153 154 155
## -1438.602075 -1659.485394 -1369.996236 -379.783534 63.968812
## 156 157 158 159 160
## -381.130891 2835.307583 965.096176 -825.225747 309.530909
## 161 162 163 164 165
## 443.532237 -850.447985 -818.374566 3358.034065 2935.733866
## 166 167 168 169 170
## 2794.347051 3040.088496 1485.498813 1581.237910 -545.410414
## 171 172 173 174 175
## -1779.647847 -1635.130374 -1248.698046 676.540339 1004.422029
## 176 177 178 179 180
## -568.020292 -950.948301 -817.398782 4073.931832 691.178756
## 181 182 183 184 185
## -76.920772 -1634.676573 1817.676623 -1475.410318 -1207.182577
## 186 187 188 189 190
## -1862.844518 -1402.985977 -641.265872 562.531447 -1569.152904
## 191 192 193 194 195
## -1654.340437 -1789.390956 -1817.313786 -450.982673 299.942311
## 196 197 198 199 200
## -596.943744 -1012.420746 3353.934878 -977.225194 2882.413111
## 201 202 203 204 205
## 246.764829 553.564900 621.720135 -1701.357953 -729.414920
## 206 207 208 209 210
## 663.020416 5687.391605 1430.847033 2450.254268 -1202.742446
## 211 212 213 214 215
## -1644.066047 -1183.495457 -1213.541948 -2305.388556 -1885.716656
## 216 217 218 219 220
## -1670.123447 2438.477139 -2105.779342 -2106.393262 -412.363699
## 221 222 223 224 225
## 1439.591462 330.282892 -1486.766678 -422.361633 -1698.313668
## 226 227 228 229 230
## 2035.468010 -1848.008464 -1666.742445 -848.044840 505.547807
## 231 232 233 234 235
## 309.126625 -1841.476085 -2278.941759 -1257.457576 -1264.004675
## 236 237 238 239 240
## 1030.639931 -1641.113098 -434.406131 -858.773042 -932.999382
## 241 242 243 244 245
## 1505.033206 -2027.870667 -1963.473326 -1898.515217 -835.473479
## 246 247 248 249 250
## -1113.410489 -2343.637838 5607.811984 -414.850871 -1241.874189
## 251 252 253 254 255
## 3449.575557 -1715.608488 968.061010 363.809524 6511.935765
## 256 257 258 259 260
## 313.804384 -827.884204 553.193729 2401.876275 -1877.234105
## 261 262 263 264 265
## -1646.254037 -1034.675105 -1728.766660 -916.378569 -1648.626757
## 266 267 268 269 270
## -1003.261960 4971.834586 405.396498 60.340278 -1721.651701
## 271 272 273 274 275
## 2296.698264 -1602.256004 -1530.658018 36.804740 -488.841368
## 276 277 278 279 280
## -622.318904 5140.207245 -1672.415864 -1840.440057 -1098.993037
## 281 282 283 284 285
## -599.114548 2529.751221 -124.731524 1749.480083 -192.066663
## 286 287 288 289 290
## -1210.346579 -1924.116744 1610.997011 -2026.612647 -1246.616813
## 291 292 293 294 295
## -1038.504693 1377.191541 6158.560661 1598.040497 3808.784750
## 296 297 298 299 300
## -1158.461755 1249.817234 6983.427132 -1637.459610 1218.065474
## 301 302 303 304 305
## -2990.817972 434.209356 -1041.629730 -1320.071521 -833.194441
## 306 307 308 309 310
## 753.144571 -2465.490625 -2402.647191 -2024.694535 -983.248176
## 311 312 313 314 315
## 4388.719123 -631.062074 3547.838977 -361.450365 -1049.648400
## 316 317 318 319 320
## -2624.828886 1634.482794 -1793.098231 -2365.401222 2418.107734
## 321 322 323 324 325
## 2773.259290 5271.398148 3958.189918 1521.114265 1647.313829
## 326 327 328 329 330
## -991.843005 2438.291601 16595.378840 2085.142075 -2142.784686
## 331 332 333 334 335
## 1284.905229 -490.898894 -1249.909404 1135.333472 3876.935507
## 336 337 338 339 340
## -2520.069867 -1356.106833 -2576.816449 -1552.514412 -1228.597815
## 341 342 343 344 345
## -1641.045569 -344.411726 2222.411887 -517.678313 -878.035546
## 346 347 348 349 350
## -2578.561739 3075.420000 -1908.444099 -1758.327111 -1757.263494
## 351 352 353 354 355
## 1609.536968 1658.127784 1848.732566 6430.206453 4338.843816
## 356 357 358 359 360
## 3378.509433 2696.991556 -210.296975 3503.945589 -1914.208137
## 361 362 363 364 365
## -547.638270 -667.023431 -2114.366805 -727.305657 -2960.495096
## 366 367 368 369 370
## -2070.396644 -719.257931 -105.395138 -1799.083411 -1933.393279
## 371 372 373 374 375
## -2357.774913 773.992699 -1715.209518 357.958981 773.146815
## 376 377 378 379 380
## -1982.868161 -1958.813267 -1489.055738 2281.291101 -1041.134905
## 381 382 383 384 385
## 366.896562 2264.413576 -448.665639 1064.148218 -1537.512811
## 386 387 388 389 390
## -1675.467191 132.490897 -1381.520936 429.343346 -1686.621173
## 391 392 393 394 395
## -2112.088547 -624.320041 -2491.078349 -1351.063873 109.864893
## 396 397 398 399 400
## -1508.711060 -1559.844576 217.895709 -1866.587736 -2360.142048
## 401 402 403 404 405
## -3148.203170 -4786.176531 -5605.648134 -2735.203005 -3725.686457
## 406 407 408 409 410
## -6125.788099 3961.297020 -2924.299612 6000.905820 -4106.369859
## 411 412 413 414 415
## -1753.069777 -1405.866057 -2000.980597 -1062.377823 -1759.013204
## 416 417 418 419 420
## -3524.910315 -278.352753 -2070.355088 -2223.167599 -731.921501
## 421 422 423 424 425
## -3926.833626 -766.691491 -1661.582872 -1344.481134 -4669.466480
## 426 427 428 429 430
## -2111.501269 -4438.631047 -1384.029087 -846.020896 -999.323359
## 431 432 433 434 435
## -1205.761928 -2067.806501 4011.092577 -2628.204981 -3542.935184
## 436 437 438 439 440
## -2375.852581 -3810.196439 -558.426837 -2986.712085 1219.093245
## 441 442 443 444 445
## -1296.138527 -143.766205 -1819.287233 -2388.433910 14678.597158
## 446 447 448 449 450
## 22506.854015 -2202.750340 12251.824829 4297.098509 5717.243402
## 451 452 453 454 455
## -4734.842652 16125.349233 -2101.054041 -1482.703809 -1001.758720
## 456 457 458 459 460
## 6061.822442 5195.211913 -4126.467164 -4659.302658 -3048.597777
## 461 462 463 464 465
## 25986.780274 -5024.188670 -3833.300201 15201.458264 -2677.025725
## 466 467 468 469 470
## -254.256587 -4455.441654 1065.940631 2208.109395 -4653.440878
## 471 472 473 474 475
## -1174.838227 -2265.441959 -2600.256330 -1963.473183 3505.460555
## 476 477 478 479 480
## 1561.305448 -3414.331940 987.497363 4977.164616 508.480397
## 481 482 483 484 485
## -544.057421 -2191.667543 -2842.967323 22822.882379 -1202.310629
## 486 487 488 489 490
## -3727.845528 -463.121847 -1707.184458 -3516.578712 -2878.664164
## 491 492 493 494 495
## -2210.405688 -466.098719 562.348675 1877.209675 -1528.776222
## 496 497 498 499 500
## 1622.113416 -1132.185627 -3573.214331 -1589.394284 -2725.722988
## 501 502 503 504 505
## 3042.996171 -1298.549834 -1158.184918 1903.714466 -237.625641
## 506 507 508 509 510
## 1357.412320 -514.015507 -1688.914972 -1647.618375 -521.536013
## 511 512 513 514 515
## 679.005747 -883.419290 1844.777514 1251.298826 1684.820859
## 516 517 518 519 520
## 292.239250 4011.416658 1598.428442 -11.852718 -1110.644847
## 521 522 523 524 525
## 2035.384517 1556.709697 6553.895858 -382.079416 -66.739184
## 526 527 528 529 530
## 5432.286458 -1248.985037 -499.501872 -486.650251 -1045.843268
## 531 532 533 534 535
## 1000.076847 -714.120593 -1333.025325 -136.651951 -450.289118
## 536 537 538 539 540
## -725.010833 -1243.590638 -318.463779 404.681520 -176.046973
## 541 542 543 544 545
## 2569.915897 -943.160128 2650.896581 -957.029390 5159.173293
## 546 547 548 549 550
## 467.286837 -382.005977 524.522303 113.150918 -1295.044185
## 551 552 553 554 555
## -692.785085 -2098.985811 -1362.408474 -695.024504 -1607.495417
## 556 557 558 559 560
## 130.194036 -1219.224068 -353.429752 -1570.811406 889.630978
## 561 562 563 564 565
## -661.627141 -1892.687973 -1645.670643 -596.484505 -744.584890
## 566 567 568 569 570
## -1546.413193 -1537.032632 -1608.516395 -1445.744378 -1080.137102
## 571 572 573 574 575
## -176.981013 -1661.303600 2297.851850 353.532982 3787.807201
## 576 577 578 579 580
## 5970.118421 -195.628296 338.220383 -1621.166517 3277.825512
## 581 582 583 584 585
## -1299.065073 -1225.492971 -613.837831 -2153.095650 -1519.702233
## 586 587 588 589 590
## -801.471229 376.685732 -1027.882546 -319.833799 -496.435720
## 591 592 593 594 595
## -1962.267150 -1104.582413 26.750111 549.137963 -661.151610
## 596 597 598 599 600
## -1097.192711 -1623.650484 -740.505808 43.213619 -38.149708
## 601 602 603 604 605
## 5407.030365 -652.750866 -654.447519 -842.557201 -82.790608
## 606 607 608 609 610
## -973.623086 -829.426381 -281.614177 -601.771386 -590.691511
## 611 612 613 614 615
## 3240.997545 3507.902551 306.977368 487.823922 1338.653403
## 616 617 618 619 620
## -236.937342 -245.684501 183.910174 1011.046465 26.624266
## 621 622 623 624 625
## 1339.535091 814.371039 -677.615470 -147.152623 -305.544485
## 626 627 628 629 630
## 1330.022305 794.004079 1257.861497 -681.367737 845.945809
## 631 632 633 634 635
## -257.094420 -308.570905 242.385324 1220.170358 -717.594755
## 636 637 638 639 640
## -1881.378453 961.240756 -658.130983 -405.884693 932.478736
## 641 642 643 644 645
## -1251.240157 -436.407426 -369.186006 -274.183946 -1294.734407
## 646 647 648 649 650
## 251.800835 4237.970477 988.800528 329.975664 -1684.596932
## 651 652 653 654 655
## -1380.692331 -1595.890997 -547.037848 -819.446147 -1066.720544
## 656 657 658 659 660
## 1196.959402 860.980353 542.007126 -904.386821 -1315.799719
## 661 662 663 664 665
## -1606.184807 317.822162 -61.118358 709.303566 1164.581093
## 666 667 668 669 670
## 877.751939 -904.913123 -1221.231134 -1544.666912 702.568873
## 671 672 673 674 675
## 1065.946504 -1243.772087 746.717923 2239.092571 3280.677565
## 676 677 678 679 680
## 321.136006 1269.918058 1265.386840 5353.492124 -956.381600
## 681 682 683 684 685
## -109.883052 -1017.643075 -1963.574299 -2010.211864 -1975.903099
## 686 687 688 689 690
## -2034.386150 -1974.011557 -2046.346939 -1971.943371 -596.808133
## 691 692 693 694 695
## -1455.673623 511.711908 -698.202447 -707.113993 -1929.642510
## 696 697 698 699 700
## -1860.947122 707.583426 1410.173187 -1412.621364 674.793822
## 701 702 703 704 705
## -843.340108 -489.812408 -166.145545 578.026584 -969.154288
## 706 707 708 709 710
## -1236.782917 -246.596233 3551.834431 383.199464 1143.657361
## 711 712 713 714 715
## -232.607758 -542.160731 -851.261048 -426.501282 -807.278110
## 716 717 718 719 720
## -811.766946 -867.021372 -935.467505 -815.569789 -123.074951
## 721 722 723 724 725
## 418.611676 -1006.955901 -1588.649026 -1508.676098 -698.749487
## 726 727 728 729 730
## -1405.556760 2255.184933 2316.544177 -1431.176388 2397.574622
## 731 732 733 734 735
## 3082.323863 -351.896862 -1431.191230 7575.789200 100.670899
## 736 737 738 739 740
## -1309.440085 -1161.848926 -198.030056 1803.865240 882.374022
## 741 742 743 744 745
## 2394.984509 -1961.333812 -762.582873 -1424.523028 -1029.116564
## 746 747 748 749 750
## -1796.142924 -1538.912082 2428.132307 1063.071000 2470.937688
## 751 752 753 754 755
## -663.160421 2339.536128 1437.344533 3522.124859 -17.914955
## 756 757 758 759 760
## -2087.732797 5736.614480 1668.179928 -1629.319873 31.827854
## 761 762 763 764 765
## 1813.774210 -1349.342825 -145.288199 -1983.567041 -1656.943612
## 766 767 768 769 770
## -386.250597 -658.626067 -63.835537 -2106.328229 744.199940
## 771 772 773 774 775
## 386.742278 -443.304131 -56.350302 1770.781544 177.981776
## 776 777 778 779 780
## 1415.923922 2292.795884 568.695018 -101.960074 -1668.782399
## 781 782 783 784 785
## -429.127299 -2801.572126 -2013.917056 -2520.203618 1455.045819
## 786 787 788 789 790
## 5408.619893 -89.580529 109.331527 -158.441571 -161.915623
## 791 792 793 794 795
## -1807.597766 -2551.430426 507.958001 -526.937570 -2763.878888
## 796 797 798 799 800
## -991.605282 -713.407652 -1158.365372 -786.494455 -771.754184
## 801 802 803 804 805
## 2987.183789 2721.174667 -456.306467 -278.674938 -1221.886732
## 806 807 808 809 810
## -1063.716619 -2092.258663 1116.602271 848.748563 2559.385102
## 811 812 813 814 815
## -94.973083 -2007.205379 -1920.737959 -1683.711121 -2014.891531
## 816 817 818 819 820
## 1937.385774 -2100.798556 -2081.336880 4043.716276 -2139.170800
## 821 822 823 824 825
## -535.512525 -1471.579873 -1091.406362 -1272.540159 -1916.040692
## 826 827 828 829 830
## 497.492733 -1810.711203 -2181.051814 -1195.080865 -2004.539346
## 831 832 833 834 835
## -2091.616872 -1077.712581 1469.423591 -735.910288 -31.376869
## 836 837 838 839 840
## 550.533626 -342.352226 -669.560445 -1877.325632 3086.899574
## 841 842 843 844 845
## -1674.378162 -935.090507 -1949.185344 -2178.587642 -836.554219
## 846 847 848 849 850
## 5983.036890 -1178.456842 614.738208 1959.671092 1749.100882
## 851 852 853 854 855
## -958.033415 -1244.394743 -1101.516278 -803.749073 -1127.074006
## 856 857 858 859 860
## 586.118695 1715.149216 -2009.949857 47.608204 -58.460801
## 861 862 863 864 865
## 1356.255115 4393.801774 65.936739 2676.817510 2693.273686
## 866 867 868 869 870
## -1143.025139 -2174.186584 545.339179 450.481114 -539.565493
## 871 872 873 874 875
## 1652.325822 -2162.200121 -221.396944 -1179.364763 -1272.080897
## 876 877 878 879 880
## 7.136988 -888.325661 919.957329 990.500290 -636.425749
## 881 882 883 884 885
## -2159.098279 70.382287 3107.545178 -1385.585442 787.629779
## 886 887 888 889 890
## -1030.549700 -1475.931693 1365.179969 7562.370963 -665.877351
## 891 892 893 894 895
## 520.955595 2690.436979 5353.816832 516.898266 145.089438
## 896 897 898 899 900
## -1111.768709 1665.030433 943.791275 -1247.846959 -146.274840
## 901 902 903 904 905
## 10087.385996 170.876800 3998.896111 -820.495473 -1968.776706
## 906 907 908 909 910
## 243.122091 178.306198 -1888.126265 -1099.380653 11650.752957
## 911 912 913 914 915
## 2354.556042 4736.879136 -832.948021 -909.845197 -2355.186527
## 916 917 918 919 920
## 437.443393 -35.275841 4538.017003 -1899.418462 -1527.013279
## 921 922 923 924 925
## 11535.538355 -581.799354 3365.794621 -966.899886 -1272.032424
## 926 927 928 929 930
## -2043.281412 75.156170 9.097139 7200.591589 -2256.201861
## 931 932 933 934 935
## -1420.583982 10347.236990 1854.719528 3928.322461 -1346.285827
## 936 937 938 939 940
## -1280.702141 -2472.127571 466.998685 -819.810078 10125.866737
## 941 942 943 944 945
## 535.345338 22983.273553 2848.993467 789.615562 -1408.382171
## 946 947 948 949 950
## -1833.716704 657.932546 -1008.068182 -1701.624298 -1681.599704
## 951 952 953 954 955
## -1794.378835 -3133.750555 -3229.089984 -2971.512241 -2015.702715
## 956 957 958 959 960
## -2727.762714 1742.775040 4065.999879 -2503.496923 -2926.087756
## 961 962 963 964 965
## -2545.390428 -2154.435252 -738.607991 -2705.175648 -1807.905275
## 966 967 968 969 970
## -520.696556 -1041.720932 282.678810 720.531443 -2326.635010
## 971 972 973 974 975
## -857.371669 -2043.070155 -2263.493945 -2204.750066 -2855.221899
## 976 977 978 979 980
## -181.425089 -478.707449 -2652.376596 -2348.895007 -829.818760
## 981 982 983 984 985
## -654.561637 -1833.874138 -1904.611022 -2043.175315 -1678.732518
## 986 987 988 989 990
## -34.622450 -2389.203017 -2356.978590 -2689.287782 -581.155617
## 991 992 993 994 995
## -346.256812 -2699.211127 -2766.300631 -1713.634154 214.056392
## 996 997 998 999 1000
## -2312.428966 -2152.411747 -3156.784552 -1130.561416 -2415.907076
## 1001 1002 1003 1004 1005
## 4308.610413 5175.787203 -1076.234924 -1723.257738 -1556.005286
## 1006 1007 1008 1009 1010
## -1406.397898 -1733.348260 -1171.073826 -544.396308 -979.312366
## 1011 1012 1013 1014 1015
## 1644.806002 1507.911991 6638.605664 6541.184619 -373.702093
## 1016 1017 1018 1019 1020
## -1535.064586 1636.691948 -1283.613915 -1253.701299 1696.547830
## 1021 1022 1023 1024 1025
## 1463.293325 -912.898334 -890.093934 5683.539538 5513.050090
## 1026 1027 1028 1029 1030
## 5798.238565 -439.439762 -1356.249858 724.926689 1763.761404
## 1031 1032 1033 1034 1035
## -1276.873566 527.762528 1168.095705 -1659.451548 -1516.902045
## 1036 1037 1038 1039 1040
## -1420.193176 -1535.074730 6387.271834 -686.230983 -785.105897
## 1041 1042 1043 1044 1045
## -746.739355 -849.945467 -573.820671 7537.966235 -1583.826394
## 1046 1047 1048 1049 1050
## -1393.756494 -1788.209752 -1670.904563 -1843.388799 -1784.091319
## 1051 1052 1053 1054 1055
## -667.829637 -2225.327918 -943.694800 -1933.249243 -1463.373109
## 1056 1057 1058 1059 1060
## -1500.802848 -1629.490182 -1806.061981 -1527.694559 -1919.091849
## 1061 1062 1063 1064 1065
## -1652.158901 -1742.453295 -2215.389135 -1740.847873 -871.732462
## 1066 1067 1068 1069 1070
## -452.345417 -967.252901 -136.045954 -1814.453524 566.144932
## 1071 1072 1073 1074 1075
## -1613.095554 -1740.372883 39.954799 -896.911160 5254.949766
## 1076 1077 1078 1079 1080
## 2744.185669 394.948206 2424.228729 -477.074851 -944.193793
## 1081 1082 1083 1084 1085
## -1793.239826 -1385.054501 -943.234216 -1929.192523 -1627.582135
## 1086 1087 1088 1089 1090
## -1746.020010 -475.402200 -224.185431 2750.188027 -339.294580
## 1091 1092 1093 1094 1095
## -1846.361479 1650.853381 -1724.959467 -1592.609634 -1351.104056
## 1096 1097 1098 1099 1100
## 223.134898 1578.438042 4575.661373 2434.865536 -1147.115912
## 1101 1102 1103 1104 1105
## -922.728200 -88.339341 -1304.255149 -1196.983039 -832.852005
## 1106 1107 1108 1109 1110
## 647.829934 -1419.166087 -1483.816712 -1393.049054 -1447.920182
## 1111 1112 1113 1114 1115
## -866.231762 -1101.069848 -1778.903884 -1631.154011 -476.308446
## 1116 1117 1118 1119 1120
## -1162.070583 -1040.694603 -1062.490404 -1237.554732 -1110.045644
## 1121 1122 1123 1124 1125
## -1003.245082 -1353.728161 1101.545380 -697.889558 -520.353304
## 1126 1127 1128 1129 1130
## -1254.259214 -191.885107 -1331.072212 -584.477207 -801.871987
## 1131 1132 1133 1134 1135
## -450.123292 3025.998807 -459.776080 9.530243 -1123.554953
## 1136 1137 1138 1139 1140
## -1628.088164 -885.169124 420.251362 -354.008076 1567.450904
## 1141 1142 1143 1144 1145
## -540.491226 878.014535 -1235.001458 -1090.939773 3728.960026
## 1146 1147 1148 1149 1150
## -281.829697 5158.150544 2874.764742 1268.379334 -313.723458
## 1151 1152 1153 1154 1155
## -241.947986 -403.685280 -1267.011096 602.566054 3704.166369
## 1156 1157 1158 1159 1160
## -79.645455 -505.427739 -1235.993384 -1488.567614 -1393.478091
## 1161 1162 1163 1164 1165
## 1328.898822 3598.917576 1571.105387 5499.090353 -696.159899
## 1166 1167 1168 1169 1170
## 6770.335801 2645.080222 248.342342 397.598191 -613.314557
## 1171 1172 1173 1174 1175
## -891.132423 -585.682025 -450.210547 2523.371527 4531.702811
## 1176 1177 1178 1179 1180
## -1153.637697 -1298.679975 -1361.130182 92.010965 -211.252595
## 1181 1182 1183 1184 1185
## -876.141453 -1168.837729 -1177.726450 3689.486776 1033.772861
## 1186 1187 1188 1189 1190
## -794.374791 -690.020812 -1404.335894 -630.335298 -972.699294
## 1191 1192 1193 1194 1195
## -359.939236 6141.079117 697.800839 -426.287837 -331.667925
## 1196 1197 1198 1199 1200
## -930.171714 -330.822337 -1460.216464 -1366.477113 -1302.070112
## 1201 1202 1203 1204 1205
## -1695.276245 -2424.227465 -1429.151269 3263.914541 -1733.983812
## 1206 1207 1208 1209 1210
## -1391.530805 -780.557668 -2192.720213 -2834.072898 -2529.899202
## 1211 1212 1213 1214 1215
## -349.046501 -1283.106882 3821.085758 -1792.965151 -1424.732506
## 1216 1217 1218 1219 1220
## -1561.237184 -2976.252838 -2426.534842 -1589.309645 -1836.938980
## 1221 1222 1223 1224 1225
## -1856.027995 -2416.362927 -2291.903612 -1150.756901 532.509069
## 1226 1227 1228 1229 1230
## 674.206357 1299.157325 953.685950 1845.755757 -446.017537
## 1231 1232 1233 1234 1235
## -757.993816 718.096271 -1284.133057 -2122.890694 -628.138545
## 1236 1237 1238 1239 1240
## -2271.327456 -1768.896216 -632.793527 3522.848673 -78.099419
## 1241 1242 1243 1244 1245
## 1105.547858 -572.435224 -2191.551563 -1242.891566 -1031.981704
## 1246 1247 1248 1249 1250
## -904.426711 935.755720 1228.768633 -536.262874 437.100769
## 1251 1252 1253 1254 1255
## 674.660686 390.277051 886.537100 -722.328869 -1570.850414
## 1256 1257 1258 1259 1260
## 534.177308 238.039863 1132.739120 1050.346525 -336.433267
## 1261 1262 1263 1264 1265
## -780.460541 462.101540 1090.928127 -1533.539227 -130.947255
## 1266 1267 1268 1269 1270
## 668.349900 341.199432 3383.995888 -274.978438 751.556237
## 1271 1272 1273 1274 1275
## 6969.302825 -712.366168 -1486.080797 262.213578 -525.304235
## 1276 1277 1278 1279 1280
## 7199.920777 -881.297422 32.198315 -256.357093 -232.449725
## 1281 1282 1283 1284 1285
## 80.802947 1894.506456 -211.553375 -354.792878 6243.111104
## 1286 1287 1288 1289 1290
## -905.322319 2033.537308 4981.362563 -1585.801597 -1306.006188
## 1291 1292 1293 1294 1295
## -1611.741464 1250.687109 4138.104428 2908.259490 -2223.444514
## 1296 1297 1298 1299 1300
## 2351.889870 3018.969928 -1644.287032 2250.277345 -1835.707237
## 1301 1302 1303 1304 1305
## -2407.519254 -2877.318721 -941.634478 -1123.086395 -1238.961249
## 1306 1307 1308 1309 1310
## 5750.890285 11134.170638 7395.077316 -860.739918 -1111.317993
## 1311 1312 1313 1314 1315
## 4638.537370 -2254.500180 -2143.394320 -2333.624664 -2134.328928
## 1316 1317 1318 1319 1320
## -2651.099175 -2563.636930 -2970.743743 -2341.337653 -2639.184901
## 1321 1322 1323 1324 1325
## -2125.842217 -2206.565440 -1920.068693 1217.081410 -2396.172949
## 1326 1327 1328 1329 1330
## -1523.758132 -2178.700666 2659.372827 -163.810919 1.216918
## 1331 1332 1333 1334 1335
## -1307.733807 -1872.131841 -1001.716141 6793.806971 1725.182752
## 1336 1337 1338 1339 1340
## 3354.112342 3978.698146 5709.504427 2719.737351 4416.282378
## 1341 1342 1343 1344 1345
## -1859.051271 -2457.273357 5382.346026 -3962.109732 1701.560178
## 1346 1347 1348 1349 1350
## -1528.579488 1223.975101 1180.916193 -3157.145754 2988.888528
## 1351 1352 1353 1354 1355
## -2041.015681 2200.412790 -1196.323872 -2880.847479 -2019.850488
## 1356 1357 1358 1359 1360
## -1749.691901 -2314.602313 -1569.935331 -1945.091344 -2625.212029
## 1361 1362 1363 1364 1365
## -2489.783622 2122.364221 -2859.948910 -2401.677777 -2119.381762
## 1366 1367 1368 1369 1370
## -2849.674609 -2225.399784 -2078.587140 -2712.062271 1208.216381
## 1371 1372 1373 1374 1375
## 5342.253816 588.881650 3186.877357 -706.404256 -1198.268467
## 1376 1377 1378 1379 1380
## -2234.897391 -1806.832081 -1291.794827 5616.259977 842.103859
## 1381 1382 1383 1384 1385
## 1181.445220 2698.970118 -2639.521619 -2457.154317 1536.060878
## 1386 1387 1388 1389 1390
## -2606.584861 5570.666875 398.770611 247.308618 1026.192902
## 1391 1392 1393 1394 1395
## 2154.343535 -2566.368244 -1844.092342 -2486.341101 -1463.903471
## 1396 1397 1398 1399 1400
## 7382.063944 -1504.404741 876.801167 6224.084576 763.307287
## 1401 1402 1403 1404 1405
## 3972.657738 -1190.636064 -1130.969632 -410.434132 -1175.041499
## 1406 1407 1408 1409 1410
## 1786.517578 653.103699 -1005.336161 -1710.363112 -616.214229
## 1411 1412 1413 1414 1415
## 7072.983631 1860.754239 743.723448 -207.115795 -1241.657539
## 1416 1417 1418 1419 1420
## -1012.254418 -1614.882902 6356.011789 3613.401132 -936.912576
## 1421 1422 1423 1424 1425
## 3296.747961 -493.719632 8017.551123 -1792.663341 -1628.930173
## 1426 1427 1428 1429 1430
## 1874.194960 1986.392508 2444.530266 2615.949443 -1176.684893
## 1431 1432 1433 1434 1435
## -1695.167537 -1356.017336 -1284.438015 -291.641365 7064.732202
## 1436 1437 1438 1439 1440
## -1768.152991 -654.684638 1828.289160 3406.128873 -1747.728129
## 1441 1442 1443 1444 1445
## -1596.631565 -1254.331861 -1745.459679 -1638.530091 7985.791913
## 1446 1447 1448 1449 1450
## -956.240013 -1275.015899 -1105.172347 4198.324275 887.933643
## 1451 1452 1453 1454 1455
## 2814.191958 1110.564354 1892.589438 -2736.733459 -1460.680251
## 1456 1457 1458 1459 1460
## -1399.257449 -1420.091515 -1342.419367 -2931.447868 -2843.315468
## 1461 1462 1463 1464 1465
## -2661.569330 -2076.290460 -2724.600522 5474.650639 -621.051045
## 1466 1467 1468 1469 1470
## 4086.279150 -886.473433 -2264.414343 -141.232344 1032.600712
## 1471 1472 1473 1474 1475
## 3465.247532 -1248.933486 3719.832592 -1329.001947 -2634.091693
## 1476 1477 1478 1479 1480
## 75.730241 488.263993 3197.270506 -1904.112116 -1006.841988
## 1481 1482 1483 1484 1485
## -2130.546824 -1451.474833 -1297.719492 -1282.136558 -2057.944699
## 1486 1487 1488 1489 1490
## -2267.464469 -2540.436835 -2401.879185 -2190.887371 1305.737718
## 1491 1492 1493 1494 1495
## -819.827937 -397.774240 33.407784 136.805783 -2304.030655
## 1496 1497 1498 1499 1500
## -2311.139137 -2667.249436 -2287.180710 -495.050909 -2250.563040
## 1501 1502 1503 1504 1505
## -663.908177 378.574771 3891.859680 -99.818779 -752.495087
## 1506 1507 1508 1509 1510
## -135.358903 -61.142027 -397.173212 -773.760189 -1166.748934
## 1511 1512 1513 1514 1515
## -938.483439 -31.545694 -97.748099 -66.352949 -129.376342
## 1516 1517 1518 1519 1520
## 1225.034900 923.777966 613.452334 1484.729417 -552.577321
## 1521 1522 1523 1524 1525
## -924.016191 -1173.602518 -650.695165 -1173.342030 440.663197
## 1526 1527 1528 1529 1530
## -1394.563006 297.772149 3936.129592 20.895041 -80.583608
## 1531 1532 1533 1534 1535
## 316.636097 1577.146071 -564.579696 -951.835490 -1195.001060
## 1536 1537 1538 1539 1540
## -853.080386 340.728078 938.044678 1236.571755 1574.538254
## 1541 1542 1543 1544 1545
## -968.108918 -973.055988 -398.064743 -1353.566663 595.860472
## 1546 1547 1548 1549 1550
## 304.354682 3577.345936 108.450421 -710.703103 -782.774458
## 1551 1552 1553 1554 1555
## -502.898474 -1082.051269 -1010.583618 -1141.792570 1041.263786
## 1556 1557 1558 1559 1560
## -436.328281 350.591477 -1044.860802 -795.859708 -1124.898191
## 1561 1562 1563 1564 1565
## -1050.233226 -1260.883802 -1359.700907 -758.424108 340.151760
## 1566 1567 1568 1569 1570
## 3571.724712 159.575508 -258.168654 -102.637841 1722.416186
## 1571 1572 1573 1574 1575
## -949.078718 -690.745957 -1397.267117 -930.710233 -1082.713488
## 1576 1577 1578 1579 1580
## 657.600210 907.875052 1115.595954 1019.433111 1531.819708
## 1581 1582 1583 1584 1585
## -1108.525356 627.241686 -971.303813 -629.354512 -921.002377
## 1586 1587 1588 1589 1590
## 655.747280 -1117.915069 130.907589 -56.772372 114.597444
## 1591 1592 1593 1594 1595
## -1219.597527 -829.351269 -1183.474490 524.100199 -326.139222
## 1596 1597 1598 1599 1600
## 3426.153492 3397.046258 1887.132661 -757.315485 -848.888932
## 1601 1602 1603 1604 1605
## -942.674469 -741.709957 -1371.974717 353.202199 584.095600
## 1606 1607 1608 1609 1610
## -668.874336 -766.364421 -566.856088 -221.336278 408.866674
## 1611 1612 1613 1614 1615
## -691.400560 -650.769637 -794.349106 -543.548091 1660.842684
## 1616 1617 1618 1619 1620
## -703.076643 -561.267811 -322.380170 -1002.107065 -258.164103
## 1621 1622 1623 1624 1625
## 693.790130 -268.231683 -623.141981 -1270.895310 -396.356771
## 1626 1627 1628 1629 1630
## 3894.137048 -225.030142 3186.097097 -828.555382 -332.986560
## 1631 1632 1633 1634 1635
## -342.663071 1418.139572 -1026.468216 914.618247 174.266293
## 1636 1637 1638 1639 1640
## -199.119117 1340.120804 -384.295975 -642.542845 2404.918819
## 1641 1642 1643 1644 1645
## -1076.593923 -764.094342 -940.717548 -621.755274 728.185552
## 1646 1647 1648 1649 1650
## 574.456286 66.831917 -830.984449 431.605318 3550.331361
## 1651 1652 1653 1654 1655
## -739.033108 -121.505538 -833.852297 2759.703286 2710.680638
## 1656 1657 1658 1659 1660
## 15.302868 1119.560639 1075.469676 -315.905902 367.945635
## 1661 1662 1663 1664 1665
## -780.698534 991.671068 -647.347764 96.111034 477.237484
## 1666 1667 1668 1669 1670
## 2678.206970 268.831081 -369.825939 1121.828138 2240.755561
## 1671 1672 1673 1674 1675
## -465.797719 -1002.557840 2099.377063 -1498.959154 308.154678
## 1676 1677 1678 1679 1680
## 195.558442 -755.016015 -1048.589478 -1106.223610 -1051.817411
## 1681 1682 1683 1684 1685
## -1272.554093 199.828291 2531.384828 201.061877 -1117.950996
## 1686 1687 1688 1689 1690
## -718.231835 -739.075344 730.009031 -716.463988 -734.457651
## 1691 1692 1693 1694 1695
## -793.537753 -470.211186 -806.960105 100.337655 -744.499029
## 1696 1697 1698 1699 1700
## -1119.120171 -561.990667 -927.744619 -793.732664 -838.575095
## 1701 1702 1703 1704 1705
## 24.449589 -1336.856419 -1371.451420 -1188.726217 2427.523264
## 1706 1707 1708 1709 1710
## 1547.762628 1278.141883 -775.497519 -248.459609 -220.635377
## 1711 1712 1713 1714 1715
## -1110.992008 -1216.045399 -1707.192193 -1467.610969 -805.542916
## 1716 1717 1718 1719 1720
## -1538.977415 -935.659156 1896.300443 -1049.341466 1226.031582
## 1721 1722 1723 1724 1725
## -1197.431853 -1450.369958 235.370512 -1540.940355 -98.559309
## 1726 1727 1728 1729 1730
## -779.315007 -1599.672464 -1406.607298 -1388.175746 -772.308387
## 1731 1732 1733 1734 1735
## -1166.477895 -1124.093325 -1656.046497 -1559.091770 -1713.393735
## 1736 1737 1738 1739 1740
## -1168.186902 -449.983764 -1754.565814 202.489263 -2057.171233
## 1741 1742 1743 1744 1745
## 135.542403 -600.984148 413.810769 -1042.110465 -1342.691401
## 1746 1747 1748 1749 1750
## -1781.868754 -1216.143021 -1481.007682 -1326.959635 3816.814055
## 1751 1752 1753 1754 1755
## 4109.831448 -1199.374605 3325.641667 3229.654889 -282.810645
## 1756 1757 1758 1759 1760
## -1301.739231 -1429.598714 480.849746 226.609585 154.224214
## 1761 1762 1763 1764 1765
## 376.420656 2305.652793 6845.485394 -1236.141660 -849.413332
## 1766 1767 1768 1769 1770
## -1504.035227 -1365.348350 525.550003 983.681344 -957.859263
## 1771 1772 1773 1774 1775
## -128.348745 -90.059967 -743.566746 263.900217 1281.510837
## 1776 1777 1778 1779 1780
## 1420.805522 994.667483 -160.971615 4435.539395 4670.323207
## 1781 1782 1783 1784 1785
## 235.563832 2551.920419 4028.263823 -1580.137809 -1922.318823
## 1786 1787 1788 1789 1790
## -1599.619675 279.405871 316.919939 -135.307978 1396.279751
## 1791 1792 1793 1794 1795
## 6838.758556 -1389.529066 519.786112 -1545.898494 -1439.709077
## 1796 1797 1798 1799 1800
## 730.219352 -1191.774188 40.338069 3921.782897 -993.115701
## 1801 1802 1803 1804 1805
## 83.653169 -1300.247018 -1484.543194 -1568.802921 -1572.757032
## 1806 1807 1808 1809 1810
## -1533.547474 26512.559226 -2159.379328 3237.222960 -1488.817231
## 1811 1812 1813 1814 1815
## -1146.891232 -1014.858536 1347.594168 -1660.833173 -739.514070
## 1816 1817 1818 1819 1820
## -818.732684 -1887.791951 -1147.186624 -1735.878974 -1681.762991
## 1821 1822 1823 1824 1825
## -773.971249 -2072.919402 -1697.905820 -2079.693521 -1727.529629
## 1826 1827 1828 1829 1830
## 409.658652 -1900.849766 -570.993933 -2239.362730 -2110.483390
## 1831 1832 1833 1834 1835
## 3926.188914 3785.892444 -791.632892 -1828.042987 -1462.256213
## 1836 1837 1838 1839 1840
## -1385.742388 -1850.620097 -916.157592 -1864.822110 -1571.133722
## 1841 1842 1843 1844 1845
## 34.054582 1017.604546 1816.220975 -595.741042 -145.906540
## 1846 1847 1848 1849 1850
## 477.813689 6877.960994 -1762.319130 -829.209798 1607.399741
## 1851 1852 1853 1854 1855
## -2103.313259 -1476.213465 -154.641490 1047.985781 -1961.218859
## 1856 1857 1858 1859 1860
## -877.109423 1503.528630 1299.883867 963.907336 -743.265801
## 1861 1862 1863 1864 1865
## 3521.666450 -413.767450 -879.119540 3802.456547 4274.314139
## 1866 1867 1868 1869 1870
## 2891.730510 2375.370533 3877.461630 -1755.272966 -1803.287108
## 1871 1872 1873 1874 1875
## -574.516451 2897.565327 -919.581678 706.592258 1835.702981
## 1876 1877 1878 1879 1880
## 1300.082485 7257.620484 -1663.307004 2243.120802 -1986.076878
## 1881 1882 1883 1884 1885
## -129.701175 -2044.845466 -481.858724 1406.153797 -2318.210115
## 1886 1887 1888 1889 1890
## -2282.436519 -2178.919436 -1936.309733 -622.403947 -2127.147036
## 1891 1892 1893 1894 1895
## -2048.336536 -2095.968390 3251.458680 -1311.677247 -723.772368
## 1896 1897 1898 1899 1900
## -1197.604453 -1430.687887 -2009.820843 -1784.501370 -436.695294
## 1901 1902 1903 1904 1905
## 626.017881 1068.661665 1204.896015 387.386816 1173.159822
## 1906 1907 1908 1909 1910
## 2781.868777 7803.183509 -587.634363 -188.174670 -736.383009
## 1911 1912 1913 1914 1915
## -876.812393 1452.690348 -55.217187 599.409433 1054.013002
## 1916 1917 1918 1919 1920
## -912.333045 -773.323581 -278.956296 589.119989 -241.786700
## 1921 1922 1923 1924 1925
## -1121.216474 -840.544857 -1233.159029 2282.647510 317.823913
## 1926 1927 1928 1929 1930
## -335.260534 -235.447597 -1047.025238 -638.981156 -1124.041240
## 1931 1932 1933 1934 1935
## -792.897991 -276.214163 -147.626891 1605.827720 -110.172751
## 1936 1937 1938 1939 1940
## -341.527069 -1339.754952 -809.303443 -1074.429735 -259.361793
## 1941 1942 1943 1944 1945
## -963.914812 126.418269 -742.777060 1674.359970 -882.079879
## 1946 1947 1948 1949 1950
## 179.909570 2528.774687 -496.404233 -752.354239 -797.808117
## 1951 1952 1953 1954 1955
## 2547.145363 681.538096 -189.882278 -455.311233 -761.016248
## 1956 1957 1958 1959 1960
## -1055.070837 -402.447671 -764.455928 -815.837469 -1154.728368
## 1961 1962 1963 1964 1965
## -1049.437630 -652.916954 1663.786672 -216.174603 -763.335482
## 1966 1967 1968 1969 1970
## -598.805583 -1265.931138 -967.727857 5098.327554 -218.786054
## 1971 1972 1973 1974 1975
## -642.680163 -1041.127740 -1040.706173 181.716811 152.246678
## 1976 1977 1978 1979 1980
## 1462.485390 969.918078 771.813398 1375.530840 -129.689024
## 1981 1982 1983 1984 1985
## 90.081735 -980.233199 -667.214757 -1110.877167 -374.956399
## 1986 1987 1988 1989 1990
## 135.617409 200.717362 -1275.610455 -273.090225 -923.714745
## 1991 1992 1993 1994 1995
## -881.179432 -431.433415 -104.652258 -945.317076 -1010.368267
## 1996 1997 1998 1999 2000
## -1152.731923 3380.534099 -131.760191 -296.090587 -409.405352
## 2001 2002 2003 2004 2005
## -789.741330 -1273.844299 -1192.523481 -465.989012 3085.304989
## 2006 2007 2008 2009 2010
## -518.514889 2247.745905 -609.347507 -406.743859 -734.694677
## 2011 2012 2013 2014 2015
## -1224.340661 -1128.203209 -1520.993254 -744.592594 -73.924168
## 2016 2017 2018 2019 2020
## -1536.287134 -1296.863346 -1009.814947 -870.111487 -1497.268603
## 2021 2022 2023 2024 2025
## -1314.454314 -807.613110 -1000.322514 -1147.156218 -809.709525
## 2026 2027 2028 2029 2030
## -1326.685529 -1188.997504 -56.177651 -1273.050781 -1287.609675
## 2031 2032 2033 2034 2035
## -1198.727691 259.750591 2380.558066 -1271.455965 -1143.837631
## 2036 2037 2038 2039 2040
## 146.184848 -1447.805249 -1235.519674 -1160.188298 -1041.024813
## 2041 2042 2043 2044 2045
## 4802.924063 -158.671103 3343.697619 -854.422588 -943.911306
## 2046 2047 2048 2049 2050
## -1461.568852 -58.827102 -161.713795 1483.039793 2234.508572
## 2051 2052 2053 2054 2055
## -773.272282 -1146.956839 385.254858 -1262.735645 99.871276
## 2056 2057 2058 2059 2060
## 1269.485896 -871.421800 -1362.882285 -983.110806 -1097.372481
## 2061 2062 2063 2064 2065
## -401.165258 71.658345 -1176.500066 -965.022684 -505.192497
## 2066 2067 2068 2069 2070
## -693.276624 -105.747227 -1346.092007 -708.267931 1520.263512
## 2071 2072 2073 2074 2075
## -1439.448712 -1307.669286 -1423.162470 -1444.867243 -641.344693
## 2076 2077 2078 2079 2080
## -1034.292241 2487.904846 -729.353473 -1488.546716 818.589533
## 2081 2082 2083 2084 2085
## 949.972139 -46.498445 -1198.511397 930.888694 2279.098555
## 2086 2087 2088 2089 2090
## -197.800645 -1365.612499 642.087683 -910.804376 -1176.151959
## 2091 2092 2093 2094 2095
## 24.275927 4695.186642 4303.149879 3949.856711 -765.078740
## 2096 2097 2098 2099 2100
## 5645.123034 5700.166187 5076.229166 4353.856139 2624.775210
## 2101 2102 2103 2104 2105
## -1748.695608 2198.878407 1985.576061 -2072.338456 431.056476
## 2106 2107 2108 2109 2110
## -1849.461338 -2235.947602 -673.398864 1500.595306 4463.462822
## 2111 2112 2113 2114 2115
## 581.178659 1563.622120 -1622.805910 -925.474609 -2013.620195
## 2116 2117 2118 2119 2120
## -281.065787 -1714.191388 -1961.982179 -1961.915674 1252.836724
## 2121 2122 2123 2124 2125
## -1005.061521 -2285.845633 -450.885846 4393.899388 -1801.169278
## 2126 2127 2128 2129 2130
## 807.709597 1190.347106 1333.256122 -1565.404718 -868.008963
## 2131 2132 2133 2134 2135
## -1077.303317 -2115.283947 447.774017 -260.287856 -1454.436967
## 2136 2137 2138 2139 2140
## -1419.073207 5203.064024 1317.682062 1185.498661 7221.803799
## 2141 2142 2143 2144 2145
## -1701.408414 -951.525216 -2269.342319 -238.087777 4394.847376
## 2146 2147 2148 2149 2150
## 2351.985703 -1420.725931 565.190075 -2099.261162 329.607267
## 2151 2152 2153 2154 2155
## 2274.406623 -1904.529286 -1980.375520 -2029.585549 429.991700
## 2156 2157 2158 2159 2160
## 19.550824 -2211.307017 -1398.233804 -1689.740228 1105.938255
## 2161 2162 2163 2164 2165
## 1228.426186 1539.316663 -1829.150095 -2153.789568 567.407800
## 2166 2167 2168 2169 2170
## 4.912246 307.314918 1446.613468 1625.278976 -2301.821675
## 2171 2172 2173 2174 2175
## -228.216376 -108.835170 6034.195310 1717.659791 -2218.729245
## 2176 2177 2178 2179 2180
## 206.221006 1155.149318 -1798.422141 -873.121697 -2215.585114
## 2181 2182 2183 2184 2185
## 180.878621 4720.761295 -594.936599 -1234.306049 2382.548483
## 2186 2187 2188 2189 2190
## 1764.777213 1565.778905 -1343.461747 -939.103192 -2109.986351
## 2191 2192 2193 2194 2195
## 1294.139483 -1081.057220 3771.684602 -1036.553261 2940.250115
## 2196 2197 2198 2199 2200
## -1575.549596 -1711.921437 -2056.246768 -1052.294088 -1282.205099
##
##
## Model with interaction term: Temperature
##
## Call:
## lm(formula = formula, data = data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -7621 -1439 -689 712 111544
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) -2.289e+03 1.147e+04 -0.200 0.8418
## factor(Crop)Banana 1.314e+03 1.276e+04 0.103 0.9179
## factor(Crop)Blackgram 3.690e+03 1.173e+04 0.314 0.7532
## factor(Crop)ChickPea -1.170e+03 1.211e+04 -0.097 0.9230
## factor(Crop)Coconut 6.520e+03 1.307e+04 0.499 0.6179
## factor(Crop)Coffee -2.481e+03 1.254e+04 -0.198 0.8431
## factor(Crop)Cotton -2.389e+03 1.336e+04 -0.179 0.8581
## factor(Crop)Grapes -3.200e+02 9.924e+03 -0.032 0.9743
## factor(Crop)Jute 3.356e+02 1.323e+04 0.025 0.9798
## factor(Crop)KidneyBeans 7.193e+03 1.143e+04 0.629 0.5291
## factor(Crop)Lentil 1.268e+03 1.136e+04 0.112 0.9111
## factor(Crop)Maize 4.021e+03 1.145e+04 0.351 0.7255
## factor(Crop)Mango 5.517e+03 1.176e+04 0.469 0.6391
## factor(Crop)MothBeans 6.161e+03 1.196e+04 0.515 0.6065
## factor(Crop)MungBean 1.296e+04 1.639e+04 0.791 0.4292
## factor(Crop)Muskmelon 8.426e+03 1.611e+04 0.523 0.6011
## factor(Crop)Orange 3.126e+03 1.123e+04 0.278 0.7808
## factor(Crop)Papaya 3.418e+03 1.086e+04 0.315 0.7529
## factor(Crop)PigeonPeas 7.542e+03 1.116e+04 0.676 0.4993
## factor(Crop)Pomegranate 6.387e+03 1.140e+04 0.560 0.5752
## factor(Crop)Rice 2.858e+04 1.161e+04 2.461 0.0139 *
## factor(Crop)Watermelon -4.211e+03 1.525e+04 -0.276 0.7825
## Temperature -6.164e+01 4.361e+02 -0.141 0.8876
## Nitrogen -1.003e-02 6.465e+00 -0.002 0.9988
## Phosphorus -2.922e-01 1.019e+01 -0.029 0.9771
## Potassium 2.311e+01 2.463e+01 0.938 0.3482
## Humidity 2.125e-01 1.919e+01 0.011 0.9912
## pH_Value 1.071e+02 1.248e+02 0.858 0.3908
## Rainfall 1.374e+00 3.659e+00 0.375 0.7074
## factor(Crop)Banana:Temperature 1.135e+02 5.039e+02 0.225 0.8219
## factor(Crop)Blackgram:Temperature 4.280e+01 4.562e+02 0.094 0.9253
## factor(Crop)ChickPea:Temperature 2.347e+02 5.345e+02 0.439 0.6607
## factor(Crop)Coconut:Temperature -5.813e+01 5.082e+02 -0.114 0.9089
## factor(Crop)Coffee:Temperature 2.876e+02 4.977e+02 0.578 0.5635
## factor(Crop)Cotton:Temperature 2.611e+02 5.394e+02 0.484 0.6284
## factor(Crop)Grapes:Temperature 6.611e+01 4.376e+02 0.151 0.8799
## factor(Crop)Jute:Temperature 1.360e+02 5.319e+02 0.256 0.7982
## factor(Crop)KidneyBeans:Temperature -8.512e+01 4.575e+02 -0.186 0.8524
## factor(Crop)Lentil:Temperature 1.352e+02 4.495e+02 0.301 0.7636
## factor(Crop)Maize:Temperature 3.532e+01 4.565e+02 0.077 0.9383
## factor(Crop)Mango:Temperature -3.187e+01 4.568e+02 -0.070 0.9444
## factor(Crop)MothBeans:Temperature -6.593e+00 4.656e+02 -0.014 0.9887
## factor(Crop)MungBean:Temperature -2.611e+02 6.111e+02 -0.427 0.6692
## factor(Crop)Muskmelon:Temperature -1.116e+02 6.044e+02 -0.185 0.8535
## factor(Crop)Orange:Temperature 3.553e+01 4.389e+02 0.081 0.9355
## factor(Crop)Papaya:Temperature 2.831e+01 4.398e+02 0.064 0.9487
## factor(Crop)PigeonPeas:Temperature 1.604e+01 4.407e+02 0.036 0.9710
## factor(Crop)Pomegranate:Temperature -4.922e+01 4.657e+02 -0.106 0.9158
## factor(Crop)Rice:Temperature -9.312e+02 4.708e+02 -1.978 0.0480 *
## factor(Crop)Watermelon:Temperature 3.950e+02 6.082e+02 0.650 0.5161
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 3586 on 2150 degrees of freedom
## Multiple R-squared: 0.08649, Adjusted R-squared: 0.06567
## F-statistic: 4.154 on 49 and 2150 DF, p-value: < 2.2e-16
##
##
## Residuals:
## 1 2 3 4 5
## -532.674507 -1687.026198 1330.117084 5000.074764 111543.522438
## 6 7 8 9 10
## -1976.002371 1894.293470 -1527.606592 6138.840429 5907.314342
## 11 12 13 14 15
## 7181.985452 996.941412 4365.099542 -1281.307139 303.707463
## 16 17 18 19 20
## -3536.847187 -6559.603830 -3843.290440 -1764.278096 -2937.239690
## 21 22 23 24 25
## -4947.190902 -1412.136211 616.984073 -4976.407656 -2129.367776
## 26 27 28 29 30
## 2871.784781 -1308.531795 -3149.940591 -7331.183686 -4827.261660
## 31 32 33 34 35
## -5492.636992 -2055.239216 -2284.903365 -5055.371436 -485.342216
## 36 37 38 39 40
## 2039.870678 -594.579124 -3772.003905 -6996.240973 -3342.642227
## 41 42 43 44 45
## -4388.305092 1677.827112 3678.163957 -1841.352432 25.616455
## 46 47 48 49 50
## -964.114731 1188.761851 -2752.578375 -4429.656449 952.859694
## 51 52 53 54 55
## 1705.285355 -2099.092238 -3432.744922 -5836.278407 1130.798675
## 56 57 58 59 60
## -2173.929029 2741.577177 -2772.687896 -7621.163403 -5608.435881
## 61 62 63 64 65
## -6154.578671 -725.397523 -3326.681749 -5003.513410 -7200.455987
## 66 67 68 69 70
## -3115.854977 -6125.118585 -1473.806644 -566.370211 -3482.211545
## 71 72 73 74 75
## -1259.564067 103.402861 -2816.019419 -6437.802128 -122.668852
## 76 77 78 79 80
## -2491.162788 -198.029287 845.185695 1016.734120 -2938.621542
## 81 82 83 84 85
## 1956.294843 -1239.688929 -557.198166 -737.665960 1924.791231
## 86 87 88 89 90
## 13259.365144 17317.975940 17608.517052 -3080.559810 -6449.179209
## 91 92 93 94 95
## -288.110398 -3039.211658 -423.093890 32.023928 -3573.357067
## 96 97 98 99 100
## -847.193993 -3445.986390 -5256.057346 -1319.759866 -3933.602315
## 101 102 103 104 105
## 360.389338 -1497.127873 -1187.881304 -1650.604786 986.586247
## 106 107 108 109 110
## -152.694511 1231.064789 581.025396 3796.397769 584.742019
## 111 112 113 114 115
## -865.399541 1342.648868 -1520.704534 -1161.415837 -958.253298
## 116 117 118 119 120
## 969.156257 -827.232474 235.701045 604.325474 668.540297
## 121 122 123 124 125
## -945.048228 1691.923293 -1898.536432 -991.516783 2729.548539
## 126 127 128 129 130
## 2278.767169 -391.060483 -761.223365 -426.199809 -570.220029
## 131 132 133 134 135
## -649.417258 -1093.281950 -1346.625087 -1254.476661 -1115.077892
## 136 137 138 139 140
## 1368.077766 -1144.982220 401.839609 -846.663323 576.496257
## 141 142 143 144 145
## 893.538320 -943.233134 1417.997825 -1048.909138 373.818112
## 146 147 148 149 150
## -1010.761978 788.576031 662.214776 -1007.103480 2580.394253
## 151 152 153 154 155
## -1426.639002 -1796.991276 -1550.221163 -190.058868 218.494005
## 156 157 158 159 160
## -470.741579 2785.283157 1025.405047 -828.597835 538.535032
## 161 162 163 164 165
## 448.429311 -1157.568580 -1052.136930 3087.919225 3027.315020
## 166 167 168 169 170
## 2922.921848 2866.118581 1385.461163 1380.919820 -669.575442
## 171 172 173 174 175
## -1669.729709 -1620.788707 -1000.812489 679.472377 814.991611
## 176 177 178 179 180
## -434.277864 -1116.781034 -800.433977 3979.697430 608.866553
## 181 182 183 184 185
## -396.801769 -1594.380214 1600.410287 -1360.290622 -1042.621567
## 186 187 188 189 190
## -1597.305449 -1575.401043 -755.231942 797.659763 -1777.430645
## 191 192 193 194 195
## -1494.270009 -1541.961978 -1762.157098 -708.088143 169.576720
## 196 197 198 199 200
## -858.703906 -1112.471892 3416.989780 -1136.853551 2886.739509
## 201 202 203 204 205
## 704.481514 394.714577 678.557006 -1856.820455 -551.741886
## 206 207 208 209 210
## 299.565674 5192.991832 1614.567271 2732.832603 -1060.413233
## 211 212 213 214 215
## -2044.275500 -1263.126142 -1430.224981 -2468.013353 -1653.268684
## 216 217 218 219 220
## -1781.901310 2129.739701 -2507.709500 -1717.168058 -735.221505
## 221 222 223 224 225
## 1701.961365 178.468968 -1101.771152 -576.196658 -1725.615752
## 226 227 228 229 230
## 2440.453229 -1737.762720 -1813.277531 -654.162035 748.139324
## 231 232 233 234 235
## -101.407125 -1675.729075 -2522.859090 -943.602390 -1111.370363
## 236 237 238 239 240
## 1288.318376 -1511.648555 -311.465879 -667.230737 -830.232785
## 241 242 243 244 245
## 1684.147724 -2278.179543 -1716.887577 -1581.199863 -971.488562
## 246 247 248 249 250
## -848.521033 -2422.543138 5455.098875 -580.997065 -907.695559
## 251 252 253 254 255
## 3349.770154 -2152.227642 1361.003260 784.659079 6722.324689
## 256 257 258 259 260
## 642.400796 -1408.769538 485.119382 2357.398844 -1732.920275
## 261 262 263 264 265
## -1651.861656 -893.699695 -1799.388604 -1105.222693 -1302.393454
## 266 267 268 269 270
## -1028.349536 4663.543987 103.733863 -323.173209 -2088.308314
## 271 272 273 274 275
## 2130.580435 -1379.953852 -1564.126577 -234.880141 29.509734
## 276 277 278 279 280
## -340.752218 4632.559391 -2141.859875 -2097.548566 -681.716559
## 281 282 283 284 285
## -310.679288 2855.608586 -326.928461 1652.185029 -256.070139
## 286 287 288 289 290
## -1403.410274 -2083.164103 1451.586720 -2163.779580 -1365.944338
## 291 292 293 294 295
## -1367.514743 1440.898416 6051.847650 1935.430069 3380.997450
## 296 297 298 299 300
## -772.290044 1614.691736 6891.820265 -1416.426704 1273.381301
## 301 302 303 304 305
## -2988.606332 111.563094 -566.862803 -2025.657032 -597.171129
## 306 307 308 309 310
## 638.396471 -2412.363999 -2656.841588 -2423.696081 -647.993341
## 311 312 313 314 315
## 4636.715539 -1029.919167 3282.304383 -39.618847 -1322.251982
## 316 317 318 319 320
## -2255.474799 1573.056345 -2271.073426 -2015.872017 2756.331769
## 321 322 323 324 325
## 2543.272780 5387.893780 3663.527853 1363.025249 1413.698170
## 326 327 328 329 330
## -993.756751 1743.288810 16323.165311 1951.754072 -2284.022274
## 331 332 333 334 335
## 1984.821399 -791.422613 -1086.135145 908.614204 3552.406859
## 336 337 338 339 340
## -2081.508621 -1209.061960 -2374.267052 -2055.407617 -1090.992055
## 341 342 343 344 345
## -1793.042918 -688.742587 2582.082163 -1185.168910 -750.916046
## 346 347 348 349 350
## -2238.006498 3120.318168 -1359.504954 -1562.865184 -1631.925067
## 351 352 353 354 355
## 1521.657993 1568.569934 1642.362549 7296.662948 3858.579474
## 356 357 358 359 360
## 2946.097869 3370.889396 38.524128 3109.416252 -2001.445851
## 361 362 363 364 365
## 48.089037 -540.167034 -1735.087655 -508.777510 -3273.510035
## 366 367 368 369 370
## -2423.708505 -677.832377 -53.236889 -1591.347532 -1177.716824
## 371 372 373 374 375
## -1774.818856 308.436213 -1821.534395 685.400224 606.963568
## 376 377 378 379 380
## -2378.992108 -2098.205917 -2178.150233 1912.338891 -1156.822175
## 381 382 383 384 385
## 453.973555 2821.844699 41.480130 875.218837 -857.659866
## 386 387 388 389 390
## -1208.610591 24.221479 -1773.164217 980.015751 -1794.240542
## 391 392 393 394 395
## -2461.138907 -749.040680 -2320.576826 -1765.790455 -235.938268
## 396 397 398 399 400
## -1654.354745 -1425.479318 490.820580 -1835.328092 -2234.974727
## 401 402 403 404 405
## -1947.557151 -3886.371504 -4824.576044 -1600.593023 -4552.307260
## 406 407 408 409 410
## -4662.019533 3942.762175 -3171.109431 5888.587752 -3931.666406
## 411 412 413 414 415
## -600.865359 -2235.805259 -2983.000359 -1132.014579 -2760.168536
## 416 417 418 419 420
## -3869.871639 -1613.100110 -3453.503623 -934.976934 -838.996536
## 421 422 423 424 425
## -4471.007904 641.093869 -2145.197613 -1196.761622 -3679.797940
## 426 427 428 429 430
## -2026.653807 -4227.438871 -1080.394666 -1691.263088 -1434.075695
## 431 432 433 434 435
## -1592.523850 -1851.496119 3341.386451 -1871.802576 -3185.852606
## 436 437 438 439 440
## -3139.158864 -3262.171547 -1712.667825 -3475.919129 -183.795952
## 441 442 443 444 445
## -2691.513580 -736.964072 -2396.033463 -3383.296062 14186.605436
## 446 447 448 449 450
## 23965.799145 -2384.362729 12814.854988 5038.695861 7297.388490
## 451 452 453 454 455
## -4087.723859 15959.809858 -2765.324227 -2041.993506 84.301503
## 456 457 458 459 460
## 5258.108143 5189.715621 -3342.384332 -4052.049934 -2999.853258
## 461 462 463 464 465
## 27002.248478 -4087.540642 -2429.865022 16220.488976 -2384.515460
## 466 467 468 469 470
## -1096.367313 -3219.030552 1248.893630 1054.785433 -3877.674458
## 471 472 473 474 475
## -1563.093053 -2675.615478 -2881.213554 -1789.804884 4537.004418
## 476 477 478 479 480
## 83.723609 -2485.800658 1286.356264 3349.825336 -82.282483
## 481 482 483 484 485
## -733.091327 -1105.602608 -3002.214099 22488.150916 -2401.023654
## 486 487 488 489 490
## -3012.438558 -391.146797 -1699.594491 -2345.162630 -2370.116220
## 491 492 493 494 495
## -3664.243098 -983.775763 39.704099 748.157697 -2108.119459
## 496 497 498 499 500
## 610.425151 -579.079195 -2993.199797 -2466.894938 -1742.385122
## 501 502 503 504 505
## 3276.861261 -1750.841075 -1839.534768 2245.512504 341.188237
## 506 507 508 509 510
## 1241.702180 188.105216 -1588.969829 -2232.783004 -1052.544932
## 511 512 513 514 515
## 1267.230615 -1622.776107 1569.747947 862.386647 1727.631023
## 516 517 518 519 520
## 216.801743 3745.878353 932.288429 -301.368043 -1654.054376
## 521 522 523 524 525
## 2426.983229 1250.524306 6684.579106 253.607101 69.084835
## 526 527 528 529 530
## 5365.819167 -830.815383 -531.595831 -1138.061379 -1607.096709
## 531 532 533 534 535
## 306.461978 -871.316566 -641.511591 -568.340985 149.207827
## 536 537 538 539 540
## -519.347680 -1637.989744 -278.871974 290.360286 575.229549
## 541 542 543 544 545
## 1920.475071 -1176.983320 2607.242865 -789.307726 5389.764791
## 546 547 548 549 550
## 548.504688 -71.109964 151.566882 389.434328 -1576.864106
## 551 552 553 554 555
## -877.111139 -2448.350857 -1453.958580 -898.358501 -1007.474854
## 556 557 558 559 560
## 776.938463 -1584.276743 434.893455 -1561.713926 216.333140
## 561 562 563 564 565
## -1189.254076 -1432.226715 -1184.818961 -74.699307 -20.218069
## 566 567 568 569 570
## -1385.264491 -1317.260690 -2063.737452 -1315.076208 -1017.599506
## 571 572 573 574 575
## -199.756777 -2140.347037 2760.057560 -293.271275 3849.404321
## 576 577 578 579 580
## 5963.030625 -60.477464 980.420789 -2188.497283 2946.881219
## 581 582 583 584 585
## -654.838773 -1622.241728 -1353.566034 -2147.914340 -1620.368450
## 586 587 588 589 590
## -1174.960934 1174.251414 -1168.405299 -944.345070 -115.125525
## 591 592 593 594 595
## -1905.671254 -615.983155 465.156026 14.017154 87.981964
## 596 597 598 599 600
## -1284.569990 -1052.910103 -375.246336 427.878336 -59.442635
## 601 602 603 604 605
## 5070.032752 -700.081726 -1106.100838 -833.241260 374.354432
## 606 607 608 609 610
## -710.362997 -908.344994 -711.819162 -220.785391 -680.008945
## 611 612 613 614 615
## 3491.155301 3385.777523 149.387708 736.738801 1673.995125
## 616 617 618 619 620
## -23.477102 -484.231050 -105.863684 508.457570 207.337268
## 621 622 623 624 625
## 1528.123125 971.847361 -413.242376 -546.071817 -51.656714
## 626 627 628 629 630
## 1209.478966 575.595286 1128.092923 -711.288621 472.254856
## 631 632 633 634 635
## -131.330510 -384.775436 38.208492 908.642745 -767.854272
## 636 637 638 639 640
## -1696.903406 940.350766 -216.382895 -672.167923 1455.636344
## 641 642 643 644 645
## -1707.878005 46.570743 -588.766128 248.342885 -1054.100088
## 646 647 648 649 650
## 270.686144 3919.880157 700.205036 -59.171160 -1560.732857
## 651 652 653 654 655
## -1448.372134 -1979.380174 -878.936346 -1192.359324 -1222.115333
## 656 657 658 659 660
## 955.639163 617.170922 873.443986 -645.040960 -1230.792284
## 661 662 663 664 665
## -1219.769858 786.530382 -471.653442 421.716531 1418.243363
## 666 667 668 669 670
## 462.227733 -730.668130 -1321.643470 -1248.785962 408.231420
## 671 672 673 674 675
## 1276.650085 -1015.933067 717.841234 2224.472251 3460.648641
## 676 677 678 679 680
## 234.683764 1011.087961 1376.211693 5530.939930 -752.764365
## 681 682 683 684 685
## -272.449301 -1035.342240 -1706.405609 -1517.864673 -1803.046177
## 686 687 688 689 690
## -2421.513201 -2091.415401 -1722.033880 -1681.931824 -736.756644
## 691 692 693 694 695
## -1396.571097 870.598202 -693.296555 -636.070408 -1852.240973
## 696 697 698 699 700
## -1856.930292 578.482640 1394.967100 -1423.651787 621.434951
## 701 702 703 704 705
## -78.575481 -774.463966 -599.928203 -526.407820 -714.106278
## 706 707 708 709 710
## -622.197424 -607.729406 3383.807314 28.217200 1573.902316
## 711 712 713 714 715
## -1031.865174 -1610.204152 -812.537088 -942.601181 -548.917103
## 716 717 718 719 720
## -66.809882 -818.164049 -1563.271222 -1876.615011 117.252043
## 721 722 723 724 725
## 1191.336964 -1832.812501 -997.318401 -1297.889626 -1714.815192
## 726 727 728 729 730
## -1710.048278 1786.091478 3137.368193 -1082.634928 1951.012834
## 731 732 733 734 735
## 3097.215549 -725.092902 -1692.920119 7944.831496 -259.581939
## 736 737 738 739 740
## -948.583102 -1106.131856 249.797400 2574.391220 1612.325759
## 741 742 743 744 745
## 2409.180228 -1723.393253 -753.954836 -1791.137284 -2046.876477
## 746 747 748 749 750
## -1782.518456 -2156.426474 2939.651607 1781.114574 3236.529438
## 751 752 753 754 755
## -78.216217 1836.624462 1478.607235 3142.288072 -200.627858
## 756 757 758 759 760
## -1670.730928 5602.452063 1185.557530 -1047.211020 410.972465
## 761 762 763 764 765
## 1866.786094 -566.419584 -786.148871 -1196.810395 -1054.161548
## 766 767 768 769 770
## -1364.983123 -624.972697 471.449499 -2091.830421 -249.915803
## 771 772 773 774 775
## 829.000900 -943.394391 -197.831469 2380.557611 951.263156
## 776 777 778 779 780
## 1332.754369 3019.017517 1382.618619 -413.814732 -1061.753826
## 781 782 783 784 785
## -68.903209 -2036.396732 -1773.169725 -2105.175481 615.342389
## 786 787 788 789 790
## 5867.552970 -263.299326 -910.038683 -1042.379777 -676.981529
## 791 792 793 794 795
## -2142.969506 -2123.562321 907.594166 -304.459613 -2002.320340
## 796 797 798 799 800
## -458.948425 -1227.128944 -1820.280503 -1130.591856 -1842.506812
## 801 802 803 804 805
## 2746.108352 3195.105761 -998.237633 89.092142 -1323.562503
## 806 807 808 809 810
## -778.179019 -2247.864704 855.730758 1401.017438 2186.947769
## 811 812 813 814 815
## -244.551829 -2015.315848 -2447.620490 -2217.904656 -1573.493475
## 816 817 818 819 820
## 2345.228844 -2101.447971 -2293.762504 3507.254867 -1678.030662
## 821 822 823 824 825
## -946.044227 -961.311756 -1398.429795 -1326.267611 -2520.543735
## 826 827 828 829 830
## 268.549628 -1294.214343 -1901.381342 -1291.161375 -2528.711767
## 831 832 833 834 835
## -1556.456080 -945.243012 1683.726509 -84.111988 -253.243843
## 836 837 838 839 840
## 343.855084 -688.825210 -1001.963132 -2123.055580 2639.098924
## 841 842 843 844 845
## -1022.505236 -1257.645091 -1825.046224 -1791.023094 -663.256296
## 846 847 848 849 850
## 6247.060922 -753.406188 128.997316 2008.212200 1755.868196
## 851 852 853 854 855
## -1075.001193 -1228.878468 -900.206714 -1216.065813 -1065.906172
## 856 857 858 859 860
## 494.424952 1219.224312 -2120.278412 -445.005840 -30.150853
## 861 862 863 864 865
## 1335.508468 4841.276805 639.049322 2217.608278 2350.422318
## 866 867 868 869 870
## -1357.085723 -1745.691062 425.659712 434.666316 -761.055728
## 871 872 873 874 875
## 2244.024912 -1394.943702 -226.158306 -1006.190161 -1272.658377
## 876 877 878 879 880
## -167.965926 -202.286630 680.354123 1179.680780 -942.154918
## 881 882 883 884 885
## -1768.472369 -26.591733 2858.656133 -1873.874421 772.967421
## 886 887 888 889 890
## -794.800801 -1401.600055 1665.222379 7524.031678 -408.134620
## 891 892 893 894 895
## 331.140109 2046.922249 4884.267899 199.588706 656.420287
## 896 897 898 899 900
## -1002.369181 2019.203028 781.662888 -750.253144 33.760755
## 901 902 903 904 905
## 10246.758609 -71.251475 3672.650644 -675.484381 -1970.147651
## 906 907 908 909 910
## 433.830733 190.395380 -1836.101735 -1317.916332 11711.874234
## 911 912 913 914 915
## 2549.122186 5019.708886 -1033.846178 -712.306086 -2220.802045
## 916 917 918 919 920
## 312.224855 10.691148 4532.387696 -2225.074192 -1305.091644
## 921 922 923 924 925
## 11599.401470 -532.513318 3300.131927 -1269.912997 -1459.118377
## 926 927 928 929 930
## -1894.526350 -73.532755 39.879478 7009.022930 -2502.977871
## 931 932 933 934 935
## -1157.548188 10134.618908 1703.613337 3701.022816 -1608.612768
## 936 937 938 939 940
## -1408.269471 -2267.076353 714.664364 -615.354444 10356.024571
## 941 942 943 944 945
## 351.959726 22964.139823 2959.162858 557.970006 -1271.158140
## 946 947 948 949 950
## -1595.576092 535.649105 -1009.916492 -1644.524638 -1634.147818
## 951 952 953 954 955
## -1509.496169 -2922.643711 -3196.237344 -3191.997902 -2037.314060
## 956 957 958 959 960
## -2519.425340 1475.058082 3893.027490 -2766.825673 -2648.492285
## 961 962 963 964 965
## -2485.075802 -2149.372984 -771.559461 -2868.863865 -1497.337788
## 966 967 968 969 970
## -303.660256 -760.359048 540.010901 563.159000 -2404.697472
## 971 972 973 974 975
## -839.437367 -2021.555301 -2273.806005 -2442.571663 -3042.381572
## 976 977 978 979 980
## -51.274080 -158.636946 -2586.572257 -1992.490846 -1030.464843
## 981 982 983 984 985
## -729.359942 -1790.559330 -1744.213585 -2230.400587 -1794.524478
## 986 987 988 989 990
## -390.303497 -2513.390618 -2179.066224 -2823.236854 -407.669158
## 991 992 993 994 995
## -286.015041 -2690.872940 -2522.390674 -1915.026662 -188.330813
## 996 997 998 999 1000
## -2347.372824 -2288.843438 -3108.232662 -1028.265621 -2314.748384
## 1001 1002 1003 1004 1005
## 4115.999541 5148.791956 -1075.837654 -1844.655725 -1447.784071
## 1006 1007 1008 1009 1010
## -1288.215632 -1675.682793 -1329.269024 -436.674558 -1090.950728
## 1011 1012 1013 1014 1015
## 1536.439716 1410.053977 6606.350736 6579.306532 -439.858275
## 1016 1017 1018 1019 1020
## -1324.559649 1726.592267 -1335.880617 -1122.734716 1561.101474
## 1021 1022 1023 1024 1025
## 1571.637849 -785.967555 -722.706458 5664.118901 5614.771714
## 1026 1027 1028 1029 1030
## 5629.809602 -589.591263 -1212.175083 775.385314 1687.857114
## 1031 1032 1033 1034 1035
## -1359.055085 541.899004 1320.445221 -1765.035695 -1655.784975
## 1036 1037 1038 1039 1040
## -1450.345842 -1384.098661 6541.413382 -566.018755 -907.431283
## 1041 1042 1043 1044 1045
## -708.986640 -664.061328 -703.092858 7554.621636 -1772.454404
## 1046 1047 1048 1049 1050
## -1247.387641 -1606.315966 -1541.753599 -1782.191478 -1912.918415
## 1051 1052 1053 1054 1055
## -764.709132 -2122.509157 -872.676705 -1945.464273 -1635.868526
## 1056 1057 1058 1059 1060
## -1629.758028 -1666.890626 -1701.904568 -1608.188800 -1736.975470
## 1061 1062 1063 1064 1065
## -1683.615364 -1611.382409 -2159.229079 -1950.856233 -1023.774715
## 1066 1067 1068 1069 1070
## -400.626405 -849.621097 -294.136664 -1871.817415 532.824376
## 1071 1072 1073 1074 1075
## -1467.390224 -1602.137056 198.010418 -1034.046873 5305.472516
## 1076 1077 1078 1079 1080
## 2713.298142 612.837171 2533.140778 -314.928400 -1068.356729
## 1081 1082 1083 1084 1085
## -1876.907273 -1545.979724 -975.499255 -1965.885458 -1789.938889
## 1086 1087 1088 1089 1090
## -1773.253808 -297.189386 -363.418400 2786.001861 -334.276693
## 1091 1092 1093 1094 1095
## -1713.583064 1459.618096 -1800.173593 -1438.460959 -1517.217173
## 1096 1097 1098 1099 1100
## 172.749092 1556.607794 4502.753399 2493.608538 -1295.394072
## 1101 1102 1103 1104 1105
## -1030.209830 45.377323 -1570.449747 -1041.161296 -530.420036
## 1106 1107 1108 1109 1110
## 865.562812 -1488.712378 -1415.163192 -1096.043272 -1420.851578
## 1111 1112 1113 1114 1115
## -1101.497037 -894.413629 -2004.444411 -1841.155990 -722.940621
## 1116 1117 1118 1119 1120
## -1201.138507 -991.780916 -803.776867 -1326.291126 -913.359929
## 1121 1122 1123 1124 1125
## -1147.703389 -1557.710154 1109.397970 -657.534287 -648.541367
## 1126 1127 1128 1129 1130
## -1272.530396 48.785379 -1410.698457 -422.436802 -879.249249
## 1131 1132 1133 1134 1135
## -664.277664 3063.066954 -198.786647 153.113141 -808.967559
## 1136 1137 1138 1139 1140
## -1815.030722 -826.897543 459.483573 -598.711066 1481.858979
## 1141 1142 1143 1144 1145
## -487.761801 870.031289 -958.592896 -1022.915577 3527.543717
## 1146 1147 1148 1149 1150
## -503.997562 4907.017262 3116.634654 1446.363574 -575.370610
## 1151 1152 1153 1154 1155
## -180.295770 -146.096672 -1511.120176 711.468702 3629.929219
## 1156 1157 1158 1159 1160
## -211.870299 -439.009930 -1395.441902 -1607.587482 -1594.709649
## 1161 1162 1163 1164 1165
## 1100.984139 3429.273961 1568.464711 5361.032292 -566.338349
## 1166 1167 1168 1169 1170
## 6517.207926 2701.694490 157.589298 411.615113 -313.533865
## 1171 1172 1173 1174 1175
## -877.753329 -514.729312 -692.932662 2703.135093 4554.810635
## 1176 1177 1178 1179 1180
## -1000.022051 -1271.922209 -1276.422722 189.847122 84.819434
## 1181 1182 1183 1184 1185
## -1120.364319 -1193.845313 -1311.385911 3636.822934 1184.493806
## 1186 1187 1188 1189 1190
## -673.276891 -433.013863 -1403.589641 -633.466559 -1050.725056
## 1191 1192 1193 1194 1195
## -351.304003 6274.236403 484.861921 -168.323409 -508.774922
## 1196 1197 1198 1199 1200
## -945.611713 -552.119546 -1489.727917 -1307.839508 -1201.844771
## 1201 1202 1203 1204 1205
## -2056.234637 -2563.240792 -1579.887956 2681.931897 -1800.808942
## 1206 1207 1208 1209 1210
## -1990.649966 -639.453588 -1932.996137 -2347.760869 -2933.972585
## 1211 1212 1213 1214 1215
## -997.057323 -656.400429 3661.362174 -1499.785795 -805.099671
## 1216 1217 1218 1219 1220
## -1863.057658 -2484.477209 -2059.870774 -1535.958665 -1937.367958
## 1221 1222 1223 1224 1225
## -2291.188821 -2389.267727 -2420.345388 -1348.598154 699.235271
## 1226 1227 1228 1229 1230
## 1212.389613 1396.064418 1260.431746 1363.021135 -1080.601429
## 1231 1232 1233 1234 1235
## -1020.865503 1056.353528 -1774.953530 -1974.452125 -302.591976
## 1236 1237 1238 1239 1240
## -1980.760600 -1678.066222 -571.164994 3116.414259 477.533442
## 1241 1242 1243 1244 1245
## 1581.611650 -498.472667 -2008.868721 -1341.252119 -1398.944405
## 1246 1247 1248 1249 1250
## -1262.784658 769.261051 642.179180 -767.840918 609.506206
## 1251 1252 1253 1254 1255
## 1268.979608 202.051536 859.626323 -951.029757 -1049.436733
## 1256 1257 1258 1259 1260
## 688.466851 601.525024 1176.698507 1218.912968 -1092.687317
## 1261 1262 1263 1264 1265
## -1038.521444 495.384317 391.761288 -971.442515 66.869421
## 1266 1267 1268 1269 1270
## 121.688717 245.714852 3418.665235 -411.978242 195.542882
## 1271 1272 1273 1274 1275
## 7319.969131 -828.588955 -1128.737287 305.845383 -676.471322
## 1276 1277 1278 1279 1280
## 6598.653477 -824.108084 -127.627140 -539.967293 -759.924747
## 1281 1282 1283 1284 1285
## -156.600370 2172.445307 42.980016 -176.558764 6444.915651
## 1286 1287 1288 1289 1290
## -979.817302 1933.353559 4241.658727 -1245.454114 -1165.666330
## 1291 1292 1293 1294 1295
## -1306.192777 1837.233518 4115.876598 3310.175682 -1724.272224
## 1296 1297 1298 1299 1300
## 2834.787846 2992.831364 -1719.175048 2282.439094 -1242.989774
## 1301 1302 1303 1304 1305
## -2659.004428 -2323.069426 -857.985396 -834.527252 -1439.691037
## 1306 1307 1308 1309 1310
## 6509.787806 10495.899728 7473.474793 -1534.991338 -382.571376
## 1311 1312 1313 1314 1315
## 4552.016700 -1955.661479 -2376.560473 -2760.806329 -2517.822782
## 1316 1317 1318 1319 1320
## -2637.183373 -2864.481733 -2337.513691 -2813.993778 -2382.533005
## 1321 1322 1323 1324 1325
## -2377.261050 -1806.852535 -2094.042018 1729.035753 -2330.883698
## 1326 1327 1328 1329 1330
## -2066.525666 -1728.553980 3087.056952 408.248906 352.350243
## 1331 1332 1333 1334 1335
## -1240.559303 -2134.170284 -1025.809650 7071.770678 1581.057229
## 1336 1337 1338 1339 1340
## 2771.056901 4227.170063 5180.846211 2505.189377 4113.349391
## 1341 1342 1343 1344 1345
## -1911.205964 -2061.804050 5520.254438 -4202.555709 2171.332656
## 1346 1347 1348 1349 1350
## -1379.351016 743.434151 804.664076 -2672.849304 3247.384857
## 1351 1352 1353 1354 1355
## -2285.056059 2022.750501 -1757.521743 -3439.066892 -1510.597785
## 1356 1357 1358 1359 1360
## -1656.405584 -1835.449924 -2056.854127 -1589.777451 -1958.980678
## 1361 1362 1363 1364 1365
## -2096.353681 2959.986037 -2955.816476 -2596.151955 -2055.525912
## 1366 1367 1368 1369 1370
## -2253.994706 -1986.486247 -2084.949257 -2320.979784 926.686820
## 1371 1372 1373 1374 1375
## 5073.541374 798.630473 3595.834829 -1494.537251 -2114.119099
## 1376 1377 1378 1379 1380
## -2594.445162 -2619.375604 -1603.180935 5783.775545 445.643580
## 1381 1382 1383 1384 1385
## 985.532532 3180.934115 -2530.400206 -2017.463604 906.583426
## 1386 1387 1388 1389 1390
## -2038.563737 5146.563108 551.222285 134.909840 1281.601435
## 1391 1392 1393 1394 1395
## 2786.676246 -1943.499880 -1632.310781 -2875.703199 -1477.548853
## 1396 1397 1398 1399 1400
## 7213.860865 -2313.097896 958.129667 6148.656077 -41.864073
## 1401 1402 1403 1404 1405
## 3478.773895 -1182.372069 -1212.769987 -623.308098 -669.159363
## 1406 1407 1408 1409 1410
## 2018.959379 517.673100 -993.954321 -1945.560926 -743.056863
## 1411 1412 1413 1414 1415
## 7179.551451 1800.178202 1173.764662 -582.006527 -954.225764
## 1416 1417 1418 1419 1420
## -1384.143054 -1798.313970 6063.174473 3809.436661 -641.171528
## 1421 1422 1423 1424 1425
## 3042.664010 -631.021247 8429.722135 -1514.185960 -1702.574076
## 1426 1427 1428 1429 1430
## 1731.374196 1996.100652 2269.131081 2214.205490 -1099.762076
## 1431 1432 1433 1434 1435
## -1407.304070 -1591.281113 -1318.454631 -559.743496 6739.076366
## 1436 1437 1438 1439 1440
## -1711.884645 -552.332298 2254.929459 3851.694287 -1560.665016
## 1441 1442 1443 1444 1445
## -1950.882710 -1708.719310 -1487.287196 -1412.113786 7935.840635
## 1446 1447 1448 1449 1450
## -1085.811171 -1183.592933 -1173.757300 3880.232708 760.277818
## 1451 1452 1453 1454 1455
## 2772.817227 1430.063609 2126.012959 -2527.205777 -1363.052726
## 1456 1457 1458 1459 1460
## -1133.628735 -1304.914153 -1141.135324 -2585.566436 -2777.632838
## 1461 1462 1463 1464 1465
## -2492.899045 -1541.839873 -2543.048812 5711.260706 -483.305972
## 1466 1467 1468 1469 1470
## 4136.441681 -1291.734090 -1893.437357 -11.535295 1013.494733
## 1471 1472 1473 1474 1475
## 3168.925307 -1350.242728 4124.475247 -1660.323829 -2580.763409
## 1476 1477 1478 1479 1480
## -285.106104 250.542340 3595.444130 -1746.971746 -1144.771516
## 1481 1482 1483 1484 1485
## -2293.076965 -1186.129965 -1574.439101 -1162.259528 -2210.449865
## 1486 1487 1488 1489 1490
## -2397.319900 -2155.305882 -2684.740288 -2458.832127 1427.360672
## 1491 1492 1493 1494 1495
## -964.379502 -729.380532 2.822991 416.389378 -2533.765311
## 1496 1497 1498 1499 1500
## -2523.247275 -2491.562174 -2399.282880 -848.556734 -2469.552345
## 1501 1502 1503 1504 1505
## -721.637927 346.208990 3987.479358 -98.044707 -701.344029
## 1506 1507 1508 1509 1510
## -60.007420 16.482079 -309.923560 -872.758718 -1141.489450
## 1511 1512 1513 1514 1515
## -1021.159158 -86.237486 5.269428 -77.879981 -87.467832
## 1516 1517 1518 1519 1520
## 1237.820613 908.970485 599.015220 1540.577453 -649.444568
## 1521 1522 1523 1524 1525
## -875.676161 -1210.068674 -724.879727 -1250.529689 496.486323
## 1526 1527 1528 1529 1530
## -1392.140726 234.693480 3899.504929 -23.881079 -170.052402
## 1531 1532 1533 1534 1535
## 286.635180 1659.004838 -620.743389 -946.558500 -1167.974622
## 1536 1537 1538 1539 1540
## -950.435261 412.485616 869.979906 1272.491872 1636.593209
## 1541 1542 1543 1544 1545
## -934.750152 -1015.450848 -406.965186 -1308.031080 701.640016
## 1546 1547 1548 1549 1550
## 334.680060 3517.037646 134.453099 -610.461572 -699.906749
## 1551 1552 1553 1554 1555
## -565.553231 -1023.669195 -1004.681261 -1126.367438 1030.480057
## 1556 1557 1558 1559 1560
## -499.193837 392.324673 -964.276159 -705.487275 -1008.633023
## 1561 1562 1563 1564 1565
## -1171.206858 -1226.406172 -1338.848610 -803.491222 311.279215
## 1566 1567 1568 1569 1570
## 3609.464581 90.818897 -268.073502 -13.584469 1647.839386
## 1571 1572 1573 1574 1575
## -859.478220 -786.862337 -1364.841418 -997.453654 -1059.259544
## 1576 1577 1578 1579 1580
## 584.749356 918.695434 1217.133647 931.884710 1598.917603
## 1581 1582 1583 1584 1585
## -1090.110213 545.595563 -1004.496259 -543.911949 -1011.204709
## 1586 1587 1588 1589 1590
## 665.322842 -1018.847594 189.116343 -13.594796 173.135908
## 1591 1592 1593 1594 1595
## -1172.252966 -893.022817 -1224.967632 493.224935 -455.003759
## 1596 1597 1598 1599 1600
## 3425.679149 3358.238423 1794.887495 -813.369947 -912.247298
## 1601 1602 1603 1604 1605
## -1056.469968 -918.142730 -1080.092831 439.265326 631.799499
## 1606 1607 1608 1609 1610
## -714.172725 -1083.729160 -836.028978 -499.723747 648.284027
## 1611 1612 1613 1614 1615
## -992.463680 -529.018150 -932.027892 -501.780035 1870.946541
## 1616 1617 1618 1619 1620
## -595.053319 -423.667835 -21.413904 -859.377373 -185.922503
## 1621 1622 1623 1624 1625
## 967.587754 -508.705437 -633.657567 -975.485084 -262.589219
## 1626 1627 1628 1629 1630
## 3570.605828 -363.141079 3529.562727 -1083.895437 -619.960235
## 1631 1632 1633 1634 1635
## -614.534149 1082.700024 -730.414841 1094.735491 309.032403
## 1636 1637 1638 1639 1640
## 6.127403 1523.908857 -443.334995 -308.511192 2700.127036
## 1641 1642 1643 1644 1645
## -1040.779293 -1071.729494 -886.935156 -775.420316 792.041379
## 1646 1647 1648 1649 1650
## 798.615668 -85.225703 -833.889077 498.867787 3547.096501
## 1651 1652 1653 1654 1655
## -425.707643 -92.519392 -873.479498 2837.766159 2930.143195
## 1656 1657 1658 1659 1660
## 211.691959 902.325880 1057.498694 -250.044578 321.048242
## 1661 1662 1663 1664 1665
## -884.014039 1084.539783 -834.387008 90.226005 171.146152
## 1666 1667 1668 1669 1670
## 2760.399145 20.528056 -546.676676 957.009159 1946.121456
## 1671 1672 1673 1674 1675
## -673.618966 -837.171367 2135.395085 -1139.004453 179.520432
## 1676 1677 1678 1679 1680
## 92.677336 -988.572452 -1108.456206 -849.693445 -730.351588
## 1681 1682 1683 1684 1685
## -1170.346563 254.566001 2551.973000 71.595421 -1065.219185
## 1686 1687 1688 1689 1690
## -609.465437 -850.989465 626.545256 -790.632270 -771.763599
## 1691 1692 1693 1694 1695
## -836.821785 -633.570613 -756.883247 -182.825144 -715.077016
## 1696 1697 1698 1699 1700
## -863.635907 -682.011771 -761.022035 -1079.677385 -743.088826
## 1701 1702 1703 1704 1705
## 29.052015 -1026.797152 -1601.336340 -1342.400418 2725.322724
## 1706 1707 1708 1709 1710
## 1806.650052 1277.846138 -653.070184 -472.229330 -50.758505
## 1711 1712 1713 1714 1715
## -909.442709 -1361.969595 -1925.263999 -1372.808855 -1010.113847
## 1716 1717 1718 1719 1720
## -1479.773753 -1083.227073 1803.877112 -909.848128 1196.608955
## 1721 1722 1723 1724 1725
## -1362.610022 -1181.209017 149.280081 -1814.080993 200.073519
## 1726 1727 1728 1729 1730
## -892.817369 -1710.854290 -1195.882681 -1422.230266 -530.123974
## 1731 1732 1733 1734 1735
## -1092.847314 -1217.273856 -1468.863131 -1697.566647 -1683.514898
## 1736 1737 1738 1739 1740
## -1424.819337 -554.143555 -1808.751483 79.110658 -1950.625177
## 1741 1742 1743 1744 1745
## 243.894313 -769.415154 153.891926 -1126.205042 -1367.578732
## 1746 1747 1748 1749 1750
## -1620.985703 -1069.931954 -1344.896500 -1085.844874 3679.611760
## 1751 1752 1753 1754 1755
## 4304.830604 -984.543553 3476.677246 3208.417942 -223.985046
## 1756 1757 1758 1759 1760
## -1272.205289 -1521.758650 470.435746 436.693596 236.362489
## 1761 1762 1763 1764 1765
## 297.506747 2381.868179 6993.761973 -1366.065992 -962.466831
## 1766 1767 1768 1769 1770
## -1359.274033 -1349.232356 575.943567 1095.115108 -1070.566629
## 1771 1772 1773 1774 1775
## -271.343674 -41.174319 -604.919384 166.748857 1156.802635
## 1776 1777 1778 1779 1780
## 1711.981717 1148.389012 -290.646993 4732.655940 4523.306843
## 1781 1782 1783 1784 1785
## 153.683386 2485.879947 4160.557804 -1766.656858 -1663.114044
## 1786 1787 1788 1789 1790
## -1814.292930 347.457400 67.382812 -264.463033 1098.139174
## 1791 1792 1793 1794 1795
## 6557.701452 -1118.494417 409.304625 -1402.554306 -1675.478930
## 1796 1797 1798 1799 1800
## 482.159672 -1020.556054 118.403130 3672.264291 -1179.745965
## 1801 1802 1803 1804 1805
## 97.914241 -1345.664850 -1552.464246 -1975.879878 -1758.756625
## 1806 1807 1808 1809 1810
## -1429.822743 26479.113981 -2106.703053 3232.373388 -1614.085360
## 1811 1812 1813 1814 1815
## -835.798429 -1047.446221 1245.776272 -1629.999871 -1013.747230
## 1816 1817 1818 1819 1820
## -954.942884 -1848.364281 -1338.772017 -1597.044819 -1290.746537
## 1821 1822 1823 1824 1825
## -771.493846 -2040.890548 -1464.616715 -2168.861057 -1448.893445
## 1826 1827 1828 1829 1830
## 535.005927 -1954.183271 -187.590597 -2002.583004 -2344.313132
## 1831 1832 1833 1834 1835
## 4189.522836 3569.507874 -793.199467 -1843.197449 -1392.692763
## 1836 1837 1838 1839 1840
## -1509.135352 -1771.551411 -1076.627305 -2006.265003 -1578.720643
## 1841 1842 1843 1844 1845
## 237.393271 1188.353902 1878.536987 -1035.745944 127.442469
## 1846 1847 1848 1849 1850
## 577.802082 6570.333688 -2039.600433 -596.328855 1433.326019
## 1851 1852 1853 1854 1855
## -1972.733694 -1377.949959 -515.533165 1006.973221 -1979.348876
## 1856 1857 1858 1859 1860
## -778.956524 1673.157213 1264.042860 1149.997447 -659.231714
## 1861 1862 1863 1864 1865
## 3476.434644 -645.215857 -566.345779 3857.797373 4326.233576
## 1866 1867 1868 1869 1870
## 2927.501499 2363.498126 4103.446417 -1706.368794 -1686.426066
## 1871 1872 1873 1874 1875
## -400.107794 2669.148175 -802.299953 452.375668 1594.161726
## 1876 1877 1878 1879 1880
## 1401.341751 7579.423972 -1843.917519 2057.739797 -2170.234348
## 1881 1882 1883 1884 1885
## -226.446136 -1825.926754 -384.990423 1499.812601 -2426.709858
## 1886 1887 1888 1889 1890
## -2024.991712 -2162.301529 -2254.564946 -777.295318 -2068.474411
## 1891 1892 1893 1894 1895
## -2123.684124 -2300.684594 2999.347099 -966.622322 -781.916126
## 1896 1897 1898 1899 1900
## -1211.997407 -1366.033973 -1883.278224 -2073.077528 -434.441385
## 1901 1902 1903 1904 1905
## 616.009229 1274.160827 1198.916304 257.818182 910.167129
## 1906 1907 1908 1909 1910
## 2594.832987 7586.310431 -200.568225 -157.927559 -851.944326
## 1911 1912 1913 1914 1915
## -580.014944 1500.514234 -158.757263 437.508200 1024.692067
## 1916 1917 1918 1919 1920
## -1051.872950 -726.581836 -341.657115 455.819928 -782.614867
## 1921 1922 1923 1924 1925
## -955.449889 -1276.760109 -723.944044 2681.253607 113.509814
## 1926 1927 1928 1929 1930
## -179.584525 22.711142 -1351.502251 -1020.600025 -833.292100
## 1931 1932 1933 1934 1935
## -569.100801 -439.952226 -266.046749 1393.529023 -127.298066
## 1936 1937 1938 1939 1940
## -779.222765 -767.293022 -751.604762 -1083.910048 -469.724959
## 1941 1942 1943 1944 1945
## -1101.508350 110.636525 -874.940902 1371.416386 -1088.493305
## 1946 1947 1948 1949 1950
## 617.917493 2571.312899 -254.542619 -1021.834778 -1149.854913
## 1951 1952 1953 1954 1955
## 2799.667747 1069.717457 -31.497834 -706.377388 -553.297924
## 1956 1957 1958 1959 1960
## -793.955210 -300.814089 -862.942722 -583.047900 -1445.036560
## 1961 1962 1963 1964 1965
## -1422.779157 -326.473072 1304.658402 -507.879996 -431.451023
## 1966 1967 1968 1969 1970
## -886.998911 -779.209190 -977.575367 4775.077854 -224.272129
## 1971 1972 1973 1974 1975
## -694.217409 -1235.612079 -676.349339 328.839999 534.976737
## 1976 1977 1978 1979 1980
## 1444.828225 526.073014 216.970042 929.558654 -143.236933
## 1981 1982 1983 1984 1985
## 400.608056 -869.113166 -437.777762 -1318.814361 -270.716776
## 1986 1987 1988 1989 1990
## -278.805186 690.000292 -1321.029480 -682.491432 -619.021902
## 1991 1992 1993 1994 1995
## -855.778824 19.126425 -227.240578 -720.805194 -876.076263
## 1996 1997 1998 1999 2000
## -701.893628 3632.579415 -256.479317 -315.315087 -138.935239
## 2001 2002 2003 2004 2005
## -724.637500 -1398.702881 -1505.981849 -522.336123 3259.510674
## 2006 2007 2008 2009 2010
## -305.823164 2243.448883 -581.130806 -743.781351 -761.704111
## 2011 2012 2013 2014 2015
## -1402.851117 -1511.528045 -1201.231841 -792.229257 47.901920
## 2016 2017 2018 2019 2020
## -1201.145661 -986.065231 -1038.728248 -1275.332746 -1187.085898
## 2021 2022 2023 2024 2025
## -1192.335617 -416.397129 -1105.691165 -1038.776201 -1008.266026
## 2026 2027 2028 2029 2030
## -1265.849198 -1534.646884 -389.556073 -1308.029869 -1681.725335
## 2031 2032 2033 2034 2035
## -880.337060 466.109114 2493.125716 -1065.314097 -1227.335895
## 2036 2037 2038 2039 2040
## -60.086566 -1415.389592 -1163.191795 -933.992757 -1183.981784
## 2041 2042 2043 2044 2045
## 5042.133974 -250.707831 3095.729609 -900.555428 -995.210669
## 2046 2047 2048 2049 2050
## -1189.116865 17.718704 -29.370796 1271.242576 2063.687660
## 2051 2052 2053 2054 2055
## -1011.156388 -1049.956173 495.535436 -1176.430371 26.285446
## 2056 2057 2058 2059 2060
## 1156.247245 -1199.106186 -1618.391820 -1332.356654 -1249.893589
## 2061 2062 2063 2064 2065
## -630.397058 -112.884429 -940.183637 -968.165574 -170.750237
## 2066 2067 2068 2069 2070
## -497.667629 -5.684557 -945.211256 -675.995167 1717.556462
## 2071 2072 2073 2074 2075
## -1168.049711 -1214.316207 -1378.879311 -1160.194037 -910.403006
## 2076 2077 2078 2079 2080
## -1431.363366 2331.625765 -430.220429 -1183.966706 787.442521
## 2081 2082 2083 2084 2085
## 1154.761245 -29.595079 -1441.126484 530.077729 2347.854108
## 2086 2087 2088 2089 2090
## 23.917264 -1344.892084 758.586385 -793.033041 -1477.139875
## 2091 2092 2093 2094 2095
## 7.499671 4484.875032 4436.495846 3971.326146 -539.892468
## 2096 2097 2098 2099 2100
## 5576.624051 5821.206101 5251.564086 4249.666390 2333.707231
## 2101 2102 2103 2104 2105
## -1805.724496 2115.292092 1796.666111 -1731.879466 829.191734
## 2106 2107 2108 2109 2110
## -1116.894092 -1476.395114 -182.335735 931.014198 4306.985205
## 2111 2112 2113 2114 2115
## 334.440378 1571.307243 -1893.502577 -704.688796 -2447.148406
## 2116 2117 2118 2119 2120
## -210.813833 -1048.048983 -2229.897640 -1322.329449 1448.929347
## 2121 2122 2123 2124 2125
## -942.771649 -2219.606859 -385.803892 4667.659160 -1392.542681
## 2126 2127 2128 2129 2130
## 1171.523746 898.655940 883.817562 -1088.832614 -409.735748
## 2131 2132 2133 2134 2135
## -735.463322 -1959.820064 26.152617 -638.388318 -2001.434703
## 2136 2137 2138 2139 2140
## -2104.346181 5830.034791 1553.965200 1689.349238 7026.966220
## 2141 2142 2143 2144 2145
## -1363.016626 -995.627811 -1903.613320 -505.719911 4279.742873
## 2146 2147 2148 2149 2150
## 1983.431514 -1458.780036 112.361506 -2336.542462 -99.742849
## 2151 2152 2153 2154 2155
## 2036.918988 -2371.558521 -2569.710880 -1612.400978 641.384625
## 2156 2157 2158 2159 2160
## -653.716753 -1670.307733 -1101.619659 -1744.154858 1567.945016
## 2161 2162 2163 2164 2165
## 1145.193198 1125.360892 -2206.849041 -2046.019133 1120.060920
## 2166 2167 2168 2169 2170
## 626.569022 536.239928 1141.452046 1473.853397 -2767.053318
## 2171 2172 2173 2174 2175
## -105.870500 -753.487295 5886.415959 1543.518626 -2151.347363
## 2176 2177 2178 2179 2180
## -455.870541 920.895039 -1281.766958 -539.885437 -1976.555847
## 2181 2182 2183 2184 2185
## 551.843258 4502.804471 -966.012079 -882.508633 1963.148273
## 2186 2187 2188 2189 2190
## 1385.255345 1299.864446 -1824.363274 -346.760068 -1606.447041
## 2191 2192 2193 2194 2195
## 834.352294 -1747.041057 3612.498305 -572.588239 3233.975949
## 2196 2197 2198 2199 2200
## -1991.317808 -2081.781580 -1737.533346 -1349.725641 -781.335458
##
##
## Model with interaction term: Humidity
##
## Call:
## lm(formula = formula, data = data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -5525 -1472 -686 719 114425
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) -6408.588 23497.353 -0.273 0.7851
## factor(Crop)Banana 16856.484 25452.735 0.662 0.5079
## factor(Crop)Blackgram -420.074 24796.317 -0.017 0.9865
## factor(Crop)ChickPea 8435.709 23399.419 0.361 0.7185
## factor(Crop)Coconut 5883.927 26687.069 0.220 0.8255
## factor(Crop)Coffee 10345.120 23614.504 0.438 0.6614
## factor(Crop)Cotton 8218.153 25234.349 0.326 0.7447
## factor(Crop)Grapes -3443.665 34134.897 -0.101 0.9197
## factor(Crop)Jute 5238.254 23842.599 0.220 0.8261
## factor(Crop)KidneyBeans 13583.897 23623.468 0.575 0.5653
## factor(Crop)Lentil 316.384 24641.183 0.013 0.9898
## factor(Crop)Maize 6528.627 23753.782 0.275 0.7835
## factor(Crop)Mango 5696.696 24266.335 0.235 0.8144
## factor(Crop)MothBeans 8828.786 23505.703 0.376 0.7072
## factor(Crop)MungBean 2283.401 25795.475 0.089 0.9295
## factor(Crop)Muskmelon -4639.043 32168.532 -0.144 0.8853
## factor(Crop)Orange -1953.049 33078.541 -0.059 0.9529
## factor(Crop)Papaya 16934.625 33084.365 0.512 0.6088
## factor(Crop)PigeonPeas 11467.485 23404.396 0.490 0.6242
## factor(Crop)Pomegranate 11093.737 26041.221 0.426 0.6701
## factor(Crop)Rice 68325.458 31472.451 2.171 0.0300 *
## factor(Crop)Watermelon 1436.586 25511.122 0.056 0.9551
## Humidity 30.157 248.417 0.121 0.9034
## Nitrogen -0.694 6.511 -0.107 0.9151
## Phosphorus -2.091 10.261 -0.204 0.8386
## Potassium 26.979 24.767 1.089 0.2761
## Temperature -32.660 21.497 -1.519 0.1288
## pH_Value 119.046 125.966 0.945 0.3447
## Rainfall 2.341 3.685 0.635 0.5253
## factor(Crop)Banana:Humidity -145.183 279.957 -0.519 0.6041
## factor(Crop)Blackgram:Humidity 101.612 280.183 0.363 0.7169
## factor(Crop)ChickPea:Humidity -144.446 326.599 -0.442 0.6583
## factor(Crop)Coconut:Humidity -8.297 282.720 -0.029 0.9766
## factor(Crop)Coffee:Humidity -69.555 256.037 -0.272 0.7859
## factor(Crop)Cotton:Humidity -42.375 275.370 -0.154 0.8777
## factor(Crop)Grapes:Humidity 61.269 396.257 0.155 0.8771
## factor(Crop)Jute:Humidity -9.588 257.014 -0.037 0.9702
## factor(Crop)KidneyBeans:Humidity -246.533 299.450 -0.823 0.4104
## factor(Crop)Lentil:Humidity 87.456 277.458 0.315 0.7526
## factor(Crop)Maize:Humidity -4.432 257.139 -0.017 0.9862
## factor(Crop)Mango:Humidity 6.467 280.979 0.023 0.9816
## factor(Crop)MothBeans:Humidity -23.544 253.742 -0.093 0.9261
## factor(Crop)MungBean:Humidity 45.146 279.079 0.162 0.8715
## factor(Crop)Muskmelon:Humidity 110.409 345.864 0.319 0.7496
## factor(Crop)Orange:Humidity 69.447 355.020 0.196 0.8449
## factor(Crop)Papaya:Humidity -134.829 356.347 -0.378 0.7052
## factor(Crop)PigeonPeas:Humidity -36.644 250.605 -0.146 0.8838
## factor(Crop)Pomegranate:Humidity -58.632 279.668 -0.210 0.8340
## factor(Crop)Rice:Humidity -743.333 356.875 -2.083 0.0374 *
## factor(Crop)Watermelon:Humidity 59.492 276.969 0.215 0.8299
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 3604 on 2150 degrees of freedom
## Multiple R-squared: 0.07753, Adjusted R-squared: 0.0565
## F-statistic: 3.688 on 49 and 2150 DF, p-value: 4.07e-16
##
##
## Residuals:
## 1 2 3 4 5
## 1988.383367 -1218.165333 1961.898416 761.171818 114424.865618
## 6 7 8 9 10
## -643.904816 3085.073309 2213.099985 6273.238754 6930.008904
## 11 12 13 14 15
## 3848.663125 101.779788 359.267153 -1666.378345 -2697.343575
## 16 17 18 19 20
## -5525.134355 -4228.448934 -5256.021022 -1484.375317 -1957.841018
## 21 22 23 24 25
## -3894.333474 -2227.077651 1396.990144 -2172.060633 -2579.897623
## 26 27 28 29 30
## 252.568660 -2620.864920 -5208.342482 -2975.031825 -4587.274850
## 31 32 33 34 35
## -1453.532341 -1969.537341 -2759.291167 -2208.466680 -1294.196532
## 36 37 38 39 40
## -968.932291 -4302.655402 -3338.745541 -4057.830896 -2800.878098
## 41 42 43 44 45
## -3682.618560 718.769673 396.426357 -235.700297 -2473.315246
## 46 47 48 49 50
## -3323.755211 1588.314452 -693.121191 -3590.875797 -1315.444097
## 51 52 53 54 55
## 2499.697965 72.113381 -3583.391214 -4436.135794 -197.463520
## 56 57 58 59 60
## -203.666388 1732.504436 -3425.486064 -4430.570861 -5168.146022
## 61 62 63 64 65
## -3090.716992 -1822.217735 682.535315 -4339.638107 -3042.217845
## 66 67 68 69 70
## -3450.347344 -4981.076835 -3573.169378 -1961.427954 -4448.253540
## 71 72 73 74 75
## -1325.137346 913.125907 -3606.748279 -3630.962038 -990.638396
## 76 77 78 79 80
## -1459.741296 -3551.524300 -470.880448 -2598.785252 -912.192808
## 81 82 83 84 85
## -1641.187545 -2373.735963 -4032.862606 -1035.638866 -798.239363
## 86 87 88 89 90
## 15678.428845 17116.398284 15314.111486 -3930.520223 -2354.012136
## 91 92 93 94 95
## -3690.065892 -2039.517135 -4648.469771 -1535.490679 -2244.132022
## 96 97 98 99 100
## 1001.226618 -1510.315944 -2376.481521 -2344.440197 -2643.623276
## 101 102 103 104 105
## 420.641453 -1672.782866 -1327.382456 -1448.488095 1013.908501
## 106 107 108 109 110
## 8.156463 1205.696530 599.982718 3873.781939 533.072674
## 111 112 113 114 115
## -1087.620400 1287.181109 -1340.025958 -1192.195717 -802.313045
## 116 117 118 119 120
## 1212.625191 -969.079941 245.253486 760.127726 709.432681
## 121 122 123 124 125
## -1139.807799 1552.636357 -1965.362459 -848.370328 2743.621790
## 126 127 128 129 130
## 2215.285111 -199.745647 -925.900403 -358.534988 -520.149199
## 131 132 133 134 135
## -625.119965 -901.447799 -1403.429651 -1187.153318 -1145.229639
## 136 137 138 139 140
## 1135.819463 -1045.916366 517.471502 -1096.410053 327.990318
## 141 142 143 144 145
## 751.639097 -1072.918491 1556.300983 -802.886804 133.087204
## 146 147 148 149 150
## -1107.572132 732.544594 862.533048 -942.934319 2548.330264
## 151 152 153 154 155
## -1452.100139 -1612.746472 -1499.632391 -208.123414 324.812363
## 156 157 158 159 160
## -413.549462 2837.710864 1255.925385 -968.689496 510.613628
## 161 162 163 164 165
## 601.717626 -1283.359266 -940.681489 2898.764383 2903.880332
## 166 167 168 169 170
## 3043.998559 2756.409175 1152.486090 1498.453273 -545.844553
## 171 172 173 174 175
## -1768.820823 -1535.843339 -838.155150 476.569677 1044.180249
## 176 177 178 179 180
## -403.509672 -1174.361547 -721.420359 3796.602263 452.305287
## 181 182 183 184 185
## -513.227692 -1644.440153 1664.928235 -1090.002210 -891.438380
## 186 187 188 189 190
## -1575.598418 -1769.260393 -711.344548 798.411253 -1926.196302
## 191 192 193 194 195
## -1469.539398 -1717.518901 -1898.423654 -665.131424 345.997701
## 196 197 198 199 200
## -1066.445287 -1124.557181 3473.006827 -989.743817 2764.589793
## 201 202 203 204 205
## 347.932633 441.337542 298.520380 -2016.831679 -335.662270
## 206 207 208 209 210
## 460.775505 5549.356369 1510.602685 2836.288647 -1091.444164
## 211 212 213 214 215
## -1341.723659 -1329.110366 -1474.091640 -2199.260589 -2027.759195
## 216 217 218 219 220
## -1543.623354 2909.247298 -2293.992043 -2092.838043 -602.163035
## 221 222 223 224 225
## 1258.977205 220.902328 -1578.146749 -339.642923 -1528.047468
## 226 227 228 229 230
## 1825.163659 -1866.715077 -1609.299859 -989.650603 590.195626
## 231 232 233 234 235
## -48.137974 -2114.346561 -2119.498828 -889.351634 -1195.131137
## 236 237 238 239 240
## 935.392302 -1462.398243 -451.627141 -443.863547 -1006.473845
## 241 242 243 244 245
## 1730.492507 -1992.491013 -1819.930407 -1874.634434 -994.949864
## 246 247 248 249 250
## -1348.894173 -2156.240852 5282.875569 -492.479428 -1166.220611
## 251 252 253 254 255
## 3722.379631 -1565.976822 828.704497 374.723865 6311.981282
## 256 257 258 259 260
## 367.177333 -762.864115 776.975287 2530.402179 -1877.335999
## 261 262 263 264 265
## -1770.135592 -1067.307683 -2132.928381 -966.752706 -1416.710056
## 266 267 268 269 270
## -641.935879 5363.600467 327.287306 -378.675508 -1820.682732
## 271 272 273 274 275
## 1926.303570 -1683.570930 -1620.675862 419.370852 -178.800002
## 276 277 278 279 280
## -610.230602 4696.434338 -1628.837607 -1757.856944 -1036.491374
## 281 282 283 284 285
## -651.521660 2384.936378 -171.342614 2002.500819 -213.953804
## 286 287 288 289 290
## -1408.131033 -1953.285405 1659.952255 -1937.921270 -1681.528543
## 291 292 293 294 295
## -640.962910 1375.220892 6159.984613 1791.713274 3564.536421
## 296 297 298 299 300
## -878.867414 1038.989701 7202.458022 -1718.300925 986.563536
## 301 302 303 304 305
## -2926.422115 -395.577263 -971.506847 -1047.802605 -519.779013
## 306 307 308 309 310
## 237.415954 -2647.472857 -2155.358297 -1866.658365 -537.435549
## 311 312 313 314 315
## 3897.044609 -1060.262434 2704.637125 -352.310296 -1468.357901
## 316 317 318 319 320
## -1692.492948 1182.925073 -2172.535298 -2636.573130 2593.818952
## 321 322 323 324 325
## 2874.348838 4839.896400 3810.589154 1040.568819 1441.313493
## 326 327 328 329 330
## -674.312252 1722.953841 16212.713401 1478.366408 -1639.319067
## 331 332 333 334 335
## 1356.201448 13.499828 -1467.727773 1544.335316 3321.410870
## 336 337 338 339 340
## -2405.162792 -748.596243 -3225.122420 -1652.796187 -1443.897063
## 341 342 343 344 345
## -2217.731030 -3.916868 2966.675530 -201.338634 -952.027528
## 346 347 348 349 350
## -2893.498132 3100.400154 -1922.159400 -844.570881 -2484.570958
## 351 352 353 354 355
## 2300.491759 1533.136150 2782.940507 7065.429201 4024.215358
## 356 357 358 359 360
## 2709.333566 3220.687931 -231.595917 2793.779637 -2143.551178
## 361 362 363 364 365
## 214.525471 -264.151164 -1659.566166 -1703.291043 -2034.160838
## 366 367 368 369 370
## -2347.847449 -786.680167 -869.847593 -2002.093331 -1048.008939
## 371 372 373 374 375
## -2479.024509 105.164994 -1392.007959 -207.460115 1268.944313
## 376 377 378 379 380
## -1954.241633 -1099.267951 -1640.245977 2763.454963 -1975.106488
## 381 382 383 384 385
## -93.105754 2632.621093 -591.372644 977.278473 -1839.814331
## 386 387 388 389 390
## -2491.758392 628.583209 -1805.831846 1247.703761 -1217.150108
## 391 392 393 394 395
## -1863.160859 -752.016877 -2218.334536 -1055.887379 566.918249
## 396 397 398 399 400
## -1262.370293 -1737.036343 1263.748276 -2042.859095 -2401.933103
## 401 402 403 404 405
## -1990.694491 -3927.062098 -4718.312760 -1652.881687 -4426.453421
## 406 407 408 409 410
## -4740.258533 3892.692961 -3362.053271 6021.822920 -3803.933922
## 411 412 413 414 415
## -539.799869 -2425.583725 -2907.503145 -1091.551717 -2668.889167
## 416 417 418 419 420
## -3885.539405 -1616.786256 -3365.587542 -1145.559457 -822.997369
## 421 422 423 424 425
## -4341.054335 600.967756 -2115.022387 -1094.934289 -3614.772777
## 426 427 428 429 430
## -1910.416418 -4244.943976 -1224.834542 -1824.212497 -1428.305675
## 431 432 433 434 435
## -1561.236426 -1823.014935 3443.719923 -1844.258280 -3355.024303
## 436 437 438 439 440
## -3151.908997 -3271.804661 -1899.691879 -3374.009556 -333.327362
## 441 442 443 444 445
## -2911.654815 -900.231775 -2474.307303 -3351.357784 14229.621499
## 446 447 448 449 450
## 23954.185028 -2344.520619 12752.436954 5144.606667 7110.279764
## 451 452 453 454 455
## -3960.425362 15960.132893 -2727.231670 -2153.379044 27.071649
## 456 457 458 459 460
## 5042.958478 5067.153552 -3348.363594 -4138.897179 -3122.296905
## 461 462 463 464 465
## 27057.433407 -4227.442306 -2477.151091 16340.511716 -2396.623404
## 466 467 468 469 470
## -954.170208 -3084.003081 1292.828545 947.203969 -3871.610764
## 471 472 473 474 475
## -1548.780107 -2614.159522 -2666.086178 -1727.514888 4559.598803
## 476 477 478 479 480
## 53.702836 -2666.171001 1275.807623 3474.952980 -228.132597
## 481 482 483 484 485
## -542.379385 -1150.434990 -3008.607492 22428.679950 -2460.135449
## 486 487 488 489 490
## -2920.127726 -217.410344 -1855.352245 -2427.373855 -2360.293368
## 491 492 493 494 495
## -3463.390305 -875.053316 140.791272 980.644335 -2136.164566
## 496 497 498 499 500
## 672.827953 -662.259939 -3122.685280 -2258.014487 -1614.218361
## 501 502 503 504 505
## 3266.248399 -1654.741907 -1890.973966 2107.671555 381.464974
## 506 507 508 509 510
## 1090.526005 196.774316 -1700.155789 -2232.303558 -1110.258282
## 511 512 513 514 515
## 1239.576019 -1506.732116 1422.780700 936.525501 1564.458650
## 516 517 518 519 520
## 355.811624 3654.806455 1005.984456 -233.884867 -1678.400697
## 521 522 523 524 525
## 2476.971090 1207.132845 6770.535600 353.884761 149.185951
## 526 527 528 529 530
## 5523.861279 -837.347800 -668.768069 -1030.738104 -1471.727730
## 531 532 533 534 535
## 405.005716 -884.428226 -639.099883 -413.189289 128.223247
## 536 537 538 539 540
## -446.066766 -1593.584541 -203.212785 292.026816 551.029573
## 541 542 543 544 545
## 1910.937028 -1016.364078 2563.731164 -836.812829 5444.148452
## 546 547 548 549 550
## 412.460928 -80.964144 66.073609 504.115809 -1740.523437
## 551 552 553 554 555
## -765.479033 -2405.603109 -1604.875731 -1012.806426 -1092.062711
## 556 557 558 559 560
## 978.060782 -1548.854962 307.761316 -1547.396502 294.860429
## 561 562 563 564 565
## -1265.456386 -1356.241459 -1109.848783 -217.836604 -123.773681
## 566 567 568 569 570
## -1252.981427 -1278.261163 -2057.826510 -1342.563596 -1068.636913
## 571 572 573 574 575
## -54.158038 -2132.362725 2748.627847 -335.482693 3754.011109
## 576 577 578 579 580
## 6041.369809 42.332120 916.781429 -2119.705183 2926.415659
## 581 582 583 584 585
## -684.347878 -1646.032977 -1240.819004 -2374.992012 -1699.519948
## 586 587 588 589 590
## -1307.716298 1100.663135 -1271.562057 -1069.648593 -153.688833
## 591 592 593 594 595
## -1881.105715 -673.764848 501.403204 135.113905 4.581464
## 596 597 598 599 600
## -1314.032718 -1114.912618 -240.708819 585.108531 -83.698443
## 601 602 603 604 605
## 5214.250082 -281.208484 -562.811556 -363.241002 -126.383859
## 606 607 608 609 610
## -1430.055622 -742.320254 -446.385976 -740.425538 -333.408092
## 611 612 613 614 615
## 3065.302631 3525.439611 460.792085 657.898779 1236.282086
## 616 617 618 619 620
## -345.234377 91.376671 381.953258 1016.501327 -167.639435
## 621 622 623 624 625
## 1145.118798 920.563504 -365.578800 -245.922874 156.963417
## 626 627 628 629 630
## 1541.301781 576.377666 1096.056085 -889.504617 431.945342
## 631 632 633 634 635
## 104.611370 -376.155642 -152.387142 1087.931195 -893.021378
## 636 637 638 639 640
## -1869.254681 634.568464 -710.965421 -605.907399 1281.418197
## 641 642 643 644 645
## -1590.797980 -590.485206 -320.439610 -178.558569 -1721.466596
## 646 647 648 649 650
## 589.362582 3747.797763 985.160336 441.314198 -1839.319057
## 651 652 653 654 655
## -1364.264465 -2079.341119 -514.412924 -880.342880 -1091.689337
## 656 657 658 659 660
## 1508.036901 553.248779 623.826999 -1069.843758 -1333.330833
## 661 662 663 664 665
## -1597.168304 649.199055 -296.591028 508.220005 1021.409521
## 666 667 668 669 670
## 576.314926 -926.360871 -1096.096215 -1285.904733 1044.412752
## 671 672 673 674 675
## 741.350927 -1568.474565 926.671039 2499.142325 3495.746109
## 676 677 678 679 680
## 82.049929 1189.011832 1317.936090 5230.668447 -1073.565665
## 681 682 683 684 685
## -81.424470 -529.362549 -1494.396608 -1488.682767 -1791.051918
## 686 687 688 689 690
## -2318.963414 -1916.911736 -1666.637554 -1689.797318 -649.792907
## 691 692 693 694 695
## -1631.473937 376.381695 -544.015081 -768.333457 -1577.497392
## 696 697 698 699 700
## -2236.037549 880.266015 1648.830884 -1611.268209 798.901269
## 701 702 703 704 705
## 207.545530 -1241.814280 -305.352255 -754.218371 -744.120035
## 706 707 708 709 710
## -669.705367 -450.705176 3894.805504 -433.683331 1793.993436
## 711 712 713 714 715
## -585.279406 -1787.536359 -1235.384540 -1422.425662 -460.965608
## 716 717 718 719 720
## -604.391895 -462.496440 -1281.352554 -1811.387774 110.332644
## 721 722 723 724 725
## 868.724687 -1268.673019 -1454.250396 -1620.459893 -2312.041386
## 726 727 728 729 730
## -1259.872559 2239.128670 2883.019412 -1035.550048 1505.324537
## 731 732 733 734 735
## 3227.321966 -1148.182749 -1118.147838 7477.629145 -7.692934
## 736 737 738 739 740
## -1368.965940 -1353.448963 -168.886335 3284.447340 1300.673655
## 741 742 743 744 745
## 1901.770525 -2073.225160 -215.966717 -1424.007316 -1852.053876
## 746 747 748 749 750
## -1467.058995 -2093.988160 2424.589272 2122.205202 3280.440696
## 751 752 753 754 755
## -455.218524 1749.767649 906.639935 2694.776731 -817.373302
## 756 757 758 759 760
## -1011.880561 5452.080160 766.138980 -917.194459 247.519746
## 761 762 763 764 765
## 1964.746201 -439.941774 -419.793613 -996.618016 -522.279982
## 766 767 768 769 770
## -935.320941 49.332111 348.084769 -2467.344101 -24.937756
## 771 772 773 774 775
## 138.556641 -817.811625 -629.529764 2912.656432 1075.818365
## 776 777 778 779 780
## 1746.601066 2592.871361 1426.369066 -193.032761 -1347.600913
## 781 782 783 784 785
## -15.506147 -1887.716039 -1233.423836 -2223.929931 345.008110
## 786 787 788 789 790
## 6002.974760 -356.897134 -1067.983213 -715.499576 -883.490387
## 791 792 793 794 795
## -2201.979135 -2293.843883 536.895370 392.841659 -1780.139974
## 796 797 798 799 800
## -444.748310 -915.116461 -1599.974540 -574.956340 -2187.256995
## 801 802 803 804 805
## 3309.843434 2798.150166 46.002561 -829.210319 -1545.637568
## 806 807 808 809 810
## -697.250409 -1594.497890 892.609520 1090.756901 2116.067136
## 811 812 813 814 815
## 433.816363 -1739.581297 -1840.784143 -1451.573463 -1585.834575
## 816 817 818 819 820
## 2231.854325 -1798.402163 -2362.095133 3998.477306 -2578.563021
## 821 822 823 824 825
## -807.020477 -2241.495662 -941.832114 -768.035647 -2267.557260
## 826 827 828 829 830
## 81.730592 -1900.749608 -2288.302088 -1472.322588 -1883.123326
## 831 832 833 834 835
## -2744.762841 -547.621925 1140.451895 -445.751147 257.856457
## 836 837 838 839 840
## -75.824230 -785.326231 -617.327598 -1160.946989 3252.935196
## 841 842 843 844 845
## -2088.859522 -1460.402139 -1734.585212 -2047.239862 -1125.748174
## 846 847 848 849 850
## 5988.119788 -1120.134919 595.693175 1825.618920 1376.918994
## 851 852 853 854 855
## -689.116977 -1681.673138 -1068.009434 -708.041478 -811.499681
## 856 857 858 859 860
## 323.933635 1121.331692 -2495.803837 4.277088 121.298204
## 861 862 863 864 865
## 1573.809896 4048.033701 528.467964 2636.561431 3152.907181
## 866 867 868 869 870
## -1060.458311 -1675.130477 1028.084720 960.148704 -221.318984
## 871 872 873 874 875
## 1516.951640 -1786.399647 -691.130723 -922.176423 -1596.997300
## 876 877 878 879 880
## 308.638077 -1216.303257 702.430609 1091.626964 -477.124185
## 881 882 883 884 885
## -2294.373281 -97.123353 3163.881834 -1058.056673 987.592163
## 886 887 888 889 890
## -951.814078 -806.181148 1160.807507 7068.244880 -693.818154
## 891 892 893 894 895
## 43.283188 2043.809800 5375.454133 91.462205 403.450520
## 896 897 898 899 900
## -677.845103 1893.084247 606.316264 -991.460116 -172.535682
## 901 902 903 904 905
## 10085.405355 101.558414 3855.670358 -717.089569 -2019.122979
## 906 907 908 909 910
## 280.287097 129.379756 -1857.295856 -983.033965 11672.107148
## 911 912 913 914 915
## 2164.055336 4638.490235 -977.880928 -806.249235 -2355.090462
## 916 917 918 919 920
## 429.254522 36.978542 4685.784500 -2001.206738 -1468.981735
## 921 922 923 924 925
## 11512.036899 -372.215260 3409.113809 -974.273456 -1292.330861
## 926 927 928 929 930
## -2000.228439 54.589887 34.438148 7235.809648 -2347.719621
## 931 932 933 934 935
## -1346.653968 10371.373814 1887.720546 3857.736438 -1300.960643
## 936 937 938 939 940
## -1266.611434 -2507.343457 604.908127 -726.067086 9993.713134
## 941 942 943 944 945
## 448.887739 23118.945372 2835.219270 694.974138 -1578.598848
## 946 947 948 949 950
## -1772.108354 657.120254 -1048.184453 -1858.093780 -1860.290015
## 951 952 953 954 955
## -1800.577556 -2968.484399 -3073.608441 -2924.054374 -2080.586859
## 956 957 958 959 960
## -2685.479973 1614.914882 3938.547855 -2397.254270 -2869.051165
## 961 962 963 964 965
## -2530.533555 -2197.430555 -783.272718 -2718.842845 -1834.128615
## 966 967 968 969 970
## -505.630557 -935.205889 304.456615 738.249734 -2253.792983
## 971 972 973 974 975
## -1016.045376 -2127.504674 -2227.532955 -2324.874400 -2893.406479
## 976 977 978 979 980
## -242.173244 -446.464735 -2513.870784 -2339.732662 -740.680626
## 981 982 983 984 985
## -621.758348 -1761.066303 -1792.288391 -2081.450229 -1604.037272
## 986 987 988 989 990
## 30.613370 -2348.957342 -2329.711205 -2719.260535 -573.177861
## 991 992 993 994 995
## -345.793733 -2654.817761 -2853.604766 -1754.038666 24.653927
## 996 997 998 999 1000
## -2340.963166 -2159.843907 -3023.387241 -1052.786653 -2562.199655
## 1001 1002 1003 1004 1005
## 3851.066341 5559.471844 -765.684133 -1729.854831 -1691.880522
## 1006 1007 1008 1009 1010
## -952.844095 -1729.566423 -1395.897786 -190.158765 -1430.541008
## 1011 1012 1013 1014 1015
## 1935.191485 1102.646068 6054.009185 6389.223055 -640.633673
## 1016 1017 1018 1019 1020
## -1194.095520 1380.214595 -1378.644731 -1769.626203 1936.735227
## 1021 1022 1023 1024 1025
## 1083.239647 -1069.097198 -398.120649 5701.325022 5734.273420
## 1026 1027 1028 1029 1030
## 5653.864033 -765.324326 -1686.428474 843.676846 1458.703109
## 1031 1032 1033 1034 1035
## -969.587112 660.469498 1242.824863 -1785.630284 -1921.690306
## 1036 1037 1038 1039 1040
## -1226.966426 -1319.673908 6733.539180 -617.639203 -975.292223
## 1041 1042 1043 1044 1045
## -883.015543 -1473.204572 -576.372679 7193.261929 -1210.711884
## 1046 1047 1048 1049 1050
## -918.152561 -1990.345335 -1505.689896 -2136.396959 -1870.195420
## 1051 1052 1053 1054 1055
## -541.435292 -1818.220169 -838.065445 -2357.024189 -1199.383911
## 1056 1057 1058 1059 1060
## -1088.945983 -1570.412880 -1350.651625 -1290.567599 -1552.706866
## 1061 1062 1063 1064 1065
## -2159.126238 -1746.300752 -2684.579948 -1408.178481 -789.667476
## 1066 1067 1068 1069 1070
## -332.633080 -808.557864 -414.511933 -1951.794314 98.062510
## 1071 1072 1073 1074 1075
## -1107.291722 -1268.697400 501.215233 -1077.909114 5015.673806
## 1076 1077 1078 1079 1080
## 3074.161360 403.760564 2014.823229 -557.090755 -916.470178
## 1081 1082 1083 1084 1085
## -2118.865711 -1198.629899 -496.692694 -2074.637873 -1656.304441
## 1086 1087 1088 1089 1090
## -1394.806906 -337.576522 229.632875 3024.238664 -663.314515
## 1091 1092 1093 1094 1095
## -1977.858974 1294.669492 -2151.856384 -1784.517722 -869.040459
## 1096 1097 1098 1099 1100
## 701.122148 1155.795944 4809.944197 2239.681013 -1353.228420
## 1101 1102 1103 1104 1105
## -821.520729 -216.370752 -1214.655541 -1006.456562 -1003.617491
## 1106 1107 1108 1109 1110
## 626.206053 -1548.958185 -1287.771821 -1467.879567 -1522.336142
## 1111 1112 1113 1114 1115
## -963.424750 -1144.105933 -1923.763342 -1579.008537 -592.816214
## 1116 1117 1118 1119 1120
## -1123.603103 -832.639062 -1019.435741 -1328.271286 -1259.138516
## 1121 1122 1123 1124 1125
## -937.243519 -1484.120144 923.479662 -704.520708 -439.671021
## 1126 1127 1128 1129 1130
## -1135.166677 -130.884736 -1311.070109 -411.275275 -832.413372
## 1131 1132 1133 1134 1135
## -531.641714 3070.281228 -526.817326 214.857912 -1068.316684
## 1136 1137 1138 1139 1140
## -1694.621384 -882.009879 398.542403 -305.484582 1722.764738
## 1141 1142 1143 1144 1145
## -659.122243 892.806626 -1031.728791 -1192.540040 3841.213336
## 1146 1147 1148 1149 1150
## -162.005641 5136.736215 2926.633281 1344.069597 -512.104854
## 1151 1152 1153 1154 1155
## -316.084975 -436.720337 -1165.603976 721.620628 3670.097954
## 1156 1157 1158 1159 1160
## -270.725304 -546.075573 -1148.391553 -1472.158884 -1526.301246
## 1161 1162 1163 1164 1165
## 1518.308128 3753.536928 1701.321769 5290.171014 -497.921433
## 1166 1167 1168 1169 1170
## 6615.240464 2709.286673 386.483715 410.621589 -565.487413
## 1171 1172 1173 1174 1175
## -962.772007 -732.405877 -511.131957 2519.674061 4450.036694
## 1176 1177 1178 1179 1180
## -1243.493456 -1176.158613 -1306.653448 74.238563 -136.712161
## 1181 1182 1183 1184 1185
## -861.718913 -1165.450943 -1002.381540 3816.012166 990.210051
## 1186 1187 1188 1189 1190
## -899.350291 -767.356228 -1516.873687 -543.107581 -971.068486
## 1191 1192 1193 1194 1195
## -265.042011 5990.107001 490.831994 -516.254812 -337.141751
## 1196 1197 1198 1199 1200
## -862.033646 -396.666212 -1562.475781 -1515.521328 -1199.617053
## 1201 1202 1203 1204 1205
## -1780.394856 -2359.114126 -1478.550142 3310.619463 -2017.328558
## 1206 1207 1208 1209 1210
## -1461.612040 -946.744105 -2525.061395 -2775.369412 -2242.133535
## 1211 1212 1213 1214 1215
## -472.996568 -1216.229030 3936.441670 -1643.762482 -1441.806079
## 1216 1217 1218 1219 1220
## -1841.274902 -2818.556805 -2230.644216 -1762.756354 -1718.878927
## 1221 1222 1223 1224 1225
## -1665.385993 -2461.200692 -2534.865363 -1196.499663 608.692621
## 1226 1227 1228 1229 1230
## 615.991719 1304.007598 896.595553 1840.560248 -500.979707
## 1231 1232 1233 1234 1235
## -592.597726 748.309521 -1375.322811 -2016.091875 -584.378915
## 1236 1237 1238 1239 1240
## -2372.918268 -1765.802106 -652.091865 3297.968045 85.086793
## 1241 1242 1243 1244 1245
## 1279.943473 -346.648826 -2241.073781 -1227.241312 -934.713549
## 1246 1247 1248 1249 1250
## -1100.503787 1017.206119 1389.773078 -771.444511 469.469459
## 1251 1252 1253 1254 1255
## 594.918615 419.541373 819.533066 -710.301372 -1374.453918
## 1256 1257 1258 1259 1260
## 524.130865 289.774313 1047.462883 926.486388 -403.044538
## 1261 1262 1263 1264 1265
## -733.919911 653.319836 1081.909208 -1275.762428 -442.175601
## 1266 1267 1268 1269 1270
## 459.034063 403.630072 3555.969464 -349.154721 812.553425
## 1271 1272 1273 1274 1275
## 6973.319674 -909.998933 -1284.919764 362.299443 -438.687490
## 1276 1277 1278 1279 1280
## 7221.158005 -963.117704 -23.530493 -274.187458 -195.832729
## 1281 1282 1283 1284 1285
## 196.809020 2148.213006 -343.402967 -155.202092 6194.331636
## 1286 1287 1288 1289 1290
## -983.382371 2020.921890 4981.485963 -1577.531952 -1505.478813
## 1291 1292 1293 1294 1295
## -1525.971375 1097.524818 4133.387634 2912.571891 -1990.603597
## 1296 1297 1298 1299 1300
## 2477.478079 2981.033715 -1696.248857 1959.787852 -1819.368193
## 1301 1302 1303 1304 1305
## -1932.788654 -2319.222594 -638.773898 -1438.901614 -731.163116
## 1306 1307 1308 1309 1310
## 5770.558803 10374.231401 7173.626972 -1307.222813 -1227.563129
## 1311 1312 1313 1314 1315
## 5329.778602 -2437.414715 -2240.886497 -2215.067447 -2001.838415
## 1316 1317 1318 1319 1320
## -2496.399362 -2842.880968 -3014.217528 -2660.311422 -2089.800603
## 1321 1322 1323 1324 1325
## -2383.658952 -2238.708179 -1926.320227 1382.810586 -2479.862895
## 1326 1327 1328 1329 1330
## -2321.674298 -1854.285603 3347.781465 156.812047 -287.945994
## 1331 1332 1333 1334 1335
## -1627.653418 -1764.748485 -1333.248661 6553.568806 1658.265417
## 1336 1337 1338 1339 1340
## 2878.039783 4426.114139 5804.106321 2703.120082 4415.479522
## 1341 1342 1343 1344 1345
## -1275.149332 -2623.859303 5755.093455 -4275.980734 1927.518595
## 1346 1347 1348 1349 1350
## -1486.373784 724.846450 994.055509 -2397.389844 3323.973145
## 1351 1352 1353 1354 1355
## -1654.119481 2198.128386 -1154.934348 -3177.721864 -2178.419045
## 1356 1357 1358 1359 1360
## -2347.692515 -2349.306484 -2305.282921 -1660.941590 -2326.888048
## 1361 1362 1363 1364 1365
## -1985.201733 2326.355012 -2948.645035 -2852.458539 -2840.000052
## 1366 1367 1368 1369 1370
## -2343.191790 -2285.690281 -2456.184501 -2664.090454 1257.514142
## 1371 1372 1373 1374 1375
## 5227.103857 400.092261 2935.571783 -1092.627833 -1737.109433
## 1376 1377 1378 1379 1380
## -2639.556248 -1860.952040 -920.523833 6070.279687 1049.557590
## 1381 1382 1383 1384 1385
## 1297.308836 2923.266916 -2489.187306 -2327.725614 993.544465
## 1386 1387 1388 1389 1390
## -2455.972176 5241.625343 979.738385 315.830787 1055.029286
## 1391 1392 1393 1394 1395
## 2417.388011 -2288.869836 -1252.576528 -2432.759973 -1103.015203
## 1396 1397 1398 1399 1400
## 6693.615817 -1872.893235 943.549172 6728.047437 122.522148
## 1401 1402 1403 1404 1405
## 3363.452367 -1130.647213 -1534.340967 -318.363950 -1125.764378
## 1406 1407 1408 1409 1410
## 1727.847878 479.608075 -727.216993 -1565.048492 -1023.081344
## 1411 1412 1413 1414 1415
## 7249.361758 1921.672118 1323.472222 -921.547215 -581.100622
## 1416 1417 1418 1419 1420
## -1198.710894 -2246.307130 6391.356270 3488.945433 -835.371253
## 1421 1422 1423 1424 1425
## 2990.694908 -936.039875 8127.688962 -1593.466622 -1696.533922
## 1426 1427 1428 1429 1430
## 1710.534910 2167.475703 2385.949522 2538.372670 -1241.884374
## 1431 1432 1433 1434 1435
## -1826.715739 -1402.449332 -1565.329811 -432.390838 7160.646889
## 1436 1437 1438 1439 1440
## -1684.492054 -31.142182 2362.318144 3494.584430 -1429.537605
## 1441 1442 1443 1444 1445
## -2119.072756 -1492.654821 -1438.583199 -1014.909238 8113.281000
## 1446 1447 1448 1449 1450
## -1378.345357 -1132.298241 -1408.170676 3936.088443 1228.626027
## 1451 1452 1453 1454 1455
## 2602.842103 989.813869 2224.111924 -2468.680426 -1413.996288
## 1456 1457 1458 1459 1460
## -1211.511285 -1169.886871 -1083.499495 -2497.714354 -2241.261336
## 1461 1462 1463 1464 1465
## -2084.473969 -1496.827810 -2847.102717 5330.380821 -271.964444
## 1466 1467 1468 1469 1470
## 3710.153722 -1245.275236 -2386.391440 -64.314599 1186.401714
## 1471 1472 1473 1474 1475
## 2954.682420 -1581.874704 3972.014147 -1631.279054 -2511.583002
## 1476 1477 1478 1479 1480
## 15.477391 507.508594 3791.123106 -1759.817974 -1470.584884
## 1481 1482 1483 1484 1485
## -2084.246275 -1169.484640 -1593.104318 -1078.209685 -2012.799906
## 1486 1487 1488 1489 1490
## -2186.292548 -2072.771059 -2418.315414 -2414.899737 1457.494986
## 1491 1492 1493 1494 1495
## -822.310504 -827.925662 -422.150942 148.572258 -2161.912336
## 1496 1497 1498 1499 1500
## -2989.171501 -2614.858467 -2770.656470 -506.281645 -2437.606697
## 1501 1502 1503 1504 1505
## -662.956476 266.122312 3878.154789 -72.848747 -718.408274
## 1506 1507 1508 1509 1510
## -97.367467 -9.642214 -371.986689 -810.180979 -1226.195793
## 1511 1512 1513 1514 1515
## -990.364234 -167.547771 -59.588600 -150.228211 -68.628836
## 1516 1517 1518 1519 1520
## 1293.951926 945.820099 689.583322 1447.145967 -660.735413
## 1521 1522 1523 1524 1525
## -885.389479 -1219.660169 -647.147096 -1230.379658 500.211627
## 1526 1527 1528 1529 1530
## -1355.109111 175.522056 3948.110999 78.675014 -38.588661
## 1531 1532 1533 1534 1535
## 319.841733 1527.268986 -648.855353 -888.453670 -1118.684563
## 1536 1537 1538 1539 1540
## -910.014187 316.485333 819.721569 1188.312520 1601.849457
## 1541 1542 1543 1544 1545
## -879.862125 -1013.984841 -501.876030 -1288.295581 693.170229
## 1546 1547 1548 1549 1550
## 310.496153 3533.095307 115.087650 -626.703885 -692.301605
## 1551 1552 1553 1554 1555
## -494.448612 -1037.752575 -1006.667811 -1138.814214 1040.699458
## 1556 1557 1558 1559 1560
## -494.966993 328.817743 -977.873053 -683.401117 -1092.372304
## 1561 1562 1563 1564 1565
## -1152.857277 -1296.624513 -1420.749897 -688.471242 355.750946
## 1566 1567 1568 1569 1570
## 3579.891701 75.567973 -214.204013 -7.709994 1708.718137
## 1571 1572 1573 1574 1575
## -910.802521 -754.567910 -1335.676220 -1033.004650 -1157.347097
## 1576 1577 1578 1579 1580
## 610.457448 968.258807 1254.971365 947.860754 1603.025594
## 1581 1582 1583 1584 1585
## -1035.372247 595.980938 -1034.991464 -604.309906 -1056.434448
## 1586 1587 1588 1589 1590
## 771.841501 -1019.151370 152.200891 83.043313 200.581824
## 1591 1592 1593 1594 1595
## -1211.875725 -845.549173 -1156.799119 530.099443 -459.099460
## 1596 1597 1598 1599 1600
## 3379.449950 3432.313937 1778.001302 -874.333706 -837.945722
## 1601 1602 1603 1604 1605
## -1118.236190 -846.640917 -1051.010180 407.227187 719.573819
## 1606 1607 1608 1609 1610
## -722.617838 -1076.841007 -806.327555 -309.431692 871.553974
## 1611 1612 1613 1614 1615
## -953.132840 -323.524531 -706.141745 -456.499935 1693.165630
## 1616 1617 1618 1619 1620
## -807.217545 -483.679909 161.357679 -663.636999 -107.514412
## 1621 1622 1623 1624 1625
## 713.946599 -523.824706 -598.030285 -1079.695658 -348.641444
## 1626 1627 1628 1629 1630
## 3705.234987 -349.246898 3190.094835 -1409.747619 -719.155527
## 1631 1632 1633 1634 1635
## -399.551484 1132.516356 -602.405748 1205.676028 453.821734
## 1636 1637 1638 1639 1640
## 124.401269 1429.072448 -487.874755 -257.406444 2699.054653
## 1641 1642 1643 1644 1645
## -1015.096991 -1220.237320 -992.070595 -912.840299 834.067837
## 1646 1647 1648 1649 1650
## 876.352327 -88.101687 -969.234123 495.525894 3247.479222
## 1651 1652 1653 1654 1655
## -386.806199 -304.544767 -772.092698 2917.886011 2944.394378
## 1656 1657 1658 1659 1660
## 301.486981 853.285516 983.453133 -37.509676 478.776493
## 1661 1662 1663 1664 1665
## -689.055065 1062.178991 -780.843935 139.176647 -7.342215
## 1666 1667 1668 1669 1670
## 2550.440524 -55.597810 -422.525402 1200.387171 1961.335569
## 1671 1672 1673 1674 1675
## -683.556677 -869.017088 1924.917446 -1224.147065 -114.563569
## 1676 1677 1678 1679 1680
## 375.140375 -1248.015361 -987.644085 -1125.378818 -558.967554
## 1681 1682 1683 1684 1685
## -1381.872200 325.243888 2624.096497 -73.075075 -1050.730520
## 1686 1687 1688 1689 1690
## -709.750307 -1153.133638 905.383612 -551.365849 -962.813146
## 1691 1692 1693 1694 1695
## -877.127450 -506.068906 -757.342240 -117.854238 -506.878488
## 1696 1697 1698 1699 1700
## -598.844308 -736.173051 -978.147901 -979.056820 -894.248713
## 1701 1702 1703 1704 1705
## -140.916846 -1145.840704 -1758.507586 -1469.714830 2443.526811
## 1706 1707 1708 1709 1710
## 1841.509269 1277.983851 -546.137549 -700.413421 153.725149
## 1711 1712 1713 1714 1715
## -1038.725992 -1396.100379 -2127.527452 -1216.060786 -944.961285
## 1716 1717 1718 1719 1720
## -1272.834262 -911.167414 1664.573255 -976.357913 1127.073272
## 1721 1722 1723 1724 1725
## -1067.785945 -1138.475528 229.151767 -2101.611474 246.790785
## 1726 1727 1728 1729 1730
## -1082.533235 -1794.922188 -1048.439647 -1229.160194 -631.117119
## 1731 1732 1733 1734 1735
## -1144.107412 -925.805843 -1559.528526 -1774.923398 -1559.984551
## 1736 1737 1738 1739 1740
## -1598.874154 -547.117709 -2015.361323 -80.693620 -2218.088637
## 1741 1742 1743 1744 1745
## 92.025706 -770.251691 454.859518 -1015.818927 -1341.017262
## 1746 1747 1748 1749 1750
## -1637.166570 -1044.010545 -1644.269566 -896.642029 3988.066947
## 1751 1752 1753 1754 1755
## 4381.533029 -900.707759 3302.421236 3329.666074 -377.679300
## 1756 1757 1758 1759 1760
## -1196.775509 -1694.601247 440.112505 191.201784 349.948330
## 1761 1762 1763 1764 1765
## 457.396468 2515.004593 6840.797497 -1204.738932 -861.812585
## 1766 1767 1768 1769 1770
## -1164.971727 -1015.367916 425.479356 1320.413703 -964.536504
## 1771 1772 1773 1774 1775
## 22.772426 -20.478566 -779.912548 183.986903 904.354922
## 1776 1777 1778 1779 1780
## 1876.001151 1243.973362 -313.160587 4422.072383 4673.139664
## 1781 1782 1783 1784 1785
## 62.225228 2623.725477 4216.091356 -1796.007444 -1507.334792
## 1786 1787 1788 1789 1790
## -2045.349208 190.031893 -165.884625 85.562880 1235.043895
## 1791 1792 1793 1794 1795
## 6338.877462 -995.499135 596.535325 -1347.164467 -1537.600178
## 1796 1797 1798 1799 1800
## 648.353505 -1056.100920 -102.372480 3548.914950 -1383.893742
## 1801 1802 1803 1804 1805
## 171.570919 -1190.642440 -1600.908702 -1728.084274 -1930.506831
## 1806 1807 1808 1809 1810
## -1626.689261 26548.365341 -1855.027613 3425.481321 -1834.473465
## 1811 1812 1813 1814 1815
## -809.966961 -1210.478586 1262.312684 -1720.365786 -1075.120301
## 1816 1817 1818 1819 1820
## -991.120258 -1747.079931 -1189.501373 -1700.302266 -1339.002718
## 1821 1822 1823 1824 1825
## -794.713925 -2023.207799 -1448.781496 -2240.411382 -1561.738370
## 1826 1827 1828 1829 1830
## 632.570310 -2031.475322 -348.335131 -2279.386675 -2350.781066
## 1831 1832 1833 1834 1835
## 4114.317203 3837.955205 -677.816055 -1929.273416 -1558.362697
## 1836 1837 1838 1839 1840
## -1500.550191 -1968.597341 -1007.124965 -2003.341096 -1734.458050
## 1841 1842 1843 1844 1845
## 219.055629 1045.122143 1797.009500 -821.596967 -33.273265
## 1846 1847 1848 1849 1850
## 591.699553 6601.096328 -1876.293672 -793.605332 1492.606440
## 1851 1852 1853 1854 1855
## -1841.597839 -1326.058911 -342.274733 906.406987 -1878.969644
## 1856 1857 1858 1859 1860
## -704.610559 1708.063152 1137.633843 1047.691104 -856.933008
## 1861 1862 1863 1864 1865
## 3782.263319 -526.434609 -613.713586 3831.092647 4188.455019
## 1866 1867 1868 1869 1870
## 2658.454625 2392.240850 3846.992771 -1482.979717 -1474.456067
## 1871 1872 1873 1874 1875
## -309.759623 2657.389321 -796.292415 649.198407 1782.254416
## 1876 1877 1878 1879 1880
## 1513.994396 7505.313961 -1750.995674 2213.147860 -2033.056576
## 1881 1882 1883 1884 1885
## -305.347391 -1961.339377 -580.527299 1659.929110 -2327.937869
## 1886 1887 1888 1889 1890
## -1904.547298 -2422.596520 -2167.366865 -549.894033 -2161.103635
## 1891 1892 1893 1894 1895
## -2219.090411 -2234.430585 2837.323281 -1022.753641 -827.514619
## 1896 1897 1898 1899 1900
## -1372.859328 -1455.777603 -1717.618893 -1910.207541 -445.566796
## 1901 1902 1903 1904 1905
## 684.636077 1130.272050 1137.234658 404.299123 1254.574421
## 1906 1907 1908 1909 1910
## 2801.844441 7796.132301 -525.637527 -238.384639 -679.963616
## 1911 1912 1913 1914 1915
## -769.478783 1474.897205 -132.402543 650.502330 1158.548338
## 1916 1917 1918 1919 1920
## -896.493365 -805.409308 -333.055790 632.993604 -331.449485
## 1921 1922 1923 1924 1925
## -1064.785099 -847.128653 -1143.852929 2327.265094 344.708736
## 1926 1927 1928 1929 1930
## -313.699241 -232.542329 -986.724349 -665.082951 -1153.859872
## 1931 1932 1933 1934 1935
## -762.322041 -252.989138 -130.855289 1582.443223 -116.302693
## 1936 1937 1938 1939 1940
## -361.905685 -1287.899296 -852.107017 -1100.700112 -322.573921
## 1941 1942 1943 1944 1945
## -948.892249 165.970312 -748.512775 1759.827308 -943.431921
## 1946 1947 1948 1949 1950
## 228.003922 2479.404941 -474.697867 -774.478624 -866.318955
## 1951 1952 1953 1954 1955
## 2499.982250 630.733016 -264.638860 -461.458198 -732.916200
## 1956 1957 1958 1959 1960
## -1031.666927 -436.498104 -755.522114 -847.736145 -1109.458892
## 1961 1962 1963 1964 1965
## -1054.890272 -658.848759 1636.147423 -138.242293 -790.321508
## 1966 1967 1968 1969 1970
## -576.890151 -1216.198070 -1005.007008 5053.201314 -229.271947
## 1971 1972 1973 1974 1975
## -646.320930 -980.980513 -1017.324124 91.830348 212.493396
## 1976 1977 1978 1979 1980
## 1500.020593 929.343420 731.069950 1315.510218 -10.901745
## 1981 1982 1983 1984 1985
## 107.110841 -1014.215756 -746.441754 -1168.314332 -385.332483
## 1986 1987 1988 1989 1990
## 78.403438 283.418568 -1202.964327 -206.511166 -1008.656749
## 1991 1992 1993 1994 1995
## -960.287079 -412.546455 -132.055400 -975.552996 -1021.357514
## 1996 1997 1998 1999 2000
## -1162.309434 3350.521602 -188.500471 -396.580132 -422.687591
## 2001 2002 2003 2004 2005
## -467.473186 -1296.208577 -1683.426823 -612.084641 3261.885197
## 2006 2007 2008 2009 2010
## -114.639620 1918.041249 -832.787740 -532.550112 -819.261542
## 2011 2012 2013 2014 2015
## -1233.792107 -1633.332639 -1311.351181 -956.947518 219.588820
## 2016 2017 2018 2019 2020
## -1249.164399 -985.854805 -1017.640621 -1055.016603 -1221.280248
## 2021 2022 2023 2024 2025
## -1035.268074 -411.080956 -878.443010 -1134.226099 -1049.764316
## 2026 2027 2028 2029 2030
## -1535.672195 -1497.431988 -451.929668 -1202.398893 -1623.127741
## 2031 2032 2033 2034 2035
## -901.092154 186.982485 2529.117144 -1169.072728 -1239.791668
## 2036 2037 2038 2039 2040
## -153.193387 -1588.705695 -1404.946807 -1075.027790 -1096.405653
## 2041 2042 2043 2044 2045
## 5145.229245 -50.398219 3112.704269 -1150.520511 -1179.125208
## 2046 2047 2048 2049 2050
## -1154.342726 161.659294 80.262701 1513.444848 2163.536413
## 2051 2052 2053 2054 2055
## -844.771444 -1220.520269 548.239086 -1489.707812 93.194826
## 2056 2057 2058 2059 2060
## 1080.994044 -1079.133419 -1381.018114 -983.514132 -1384.501489
## 2061 2062 2063 2064 2065
## -570.928910 -305.004560 -821.562527 -1054.116751 -262.963591
## 2066 2067 2068 2069 2070
## -620.914010 29.130160 -1077.077864 -673.601372 1617.653361
## 2071 2072 2073 2074 2075
## -1187.979781 -1218.173434 -1516.334006 -1399.649655 -697.299364
## 2076 2077 2078 2079 2080
## -1211.357107 2342.335177 -536.157818 -1482.528558 947.072129
## 2081 2082 2083 2084 2085
## 1215.459449 137.509403 -1177.699867 871.891376 2583.450675
## 2086 2087 2088 2089 2090
## -129.336816 -1296.027506 1111.725646 -984.324120 -1211.933934
## 2091 2092 2093 2094 2095
## -17.335699 4601.426954 4395.032862 3978.854630 -784.610278
## 2096 2097 2098 2099 2100
## 5301.665910 5576.746554 5182.857982 4107.162663 2610.007502
## 2101 2102 2103 2104 2105
## -1703.955561 2223.650574 1603.534324 -2196.811481 379.546426
## 2106 2107 2108 2109 2110
## -1892.552059 -2440.823302 -637.419804 1192.580889 4692.000475
## 2111 2112 2113 2114 2115
## 545.595782 1476.295079 -1586.863475 -1205.544288 -2070.213773
## 2116 2117 2118 2119 2120
## -150.784267 -1348.095022 -2051.962009 -1866.847685 1378.796764
## 2121 2122 2123 2124 2125
## -1015.787438 -2206.397061 -679.645444 4534.973915 -1543.785153
## 2126 2127 2128 2129 2130
## 1204.937090 1044.633799 1771.540035 -1758.646185 -1263.000029
## 2131 2132 2133 2134 2135
## -1286.968301 -2012.865467 182.656335 -52.806379 -1600.354720
## 2136 2137 2138 2139 2140
## -1577.173322 4998.620425 1099.844601 1407.667320 6989.559673
## 2141 2142 2143 2144 2145
## -1560.876080 -538.236740 -1946.991569 -249.015960 4541.633192
## 2146 2147 2148 2149 2150
## 2527.235417 -1382.534376 526.021691 -2319.231542 -93.121687
## 2151 2152 2153 2154 2155
## 2361.696865 -1779.996842 -2184.554861 -2444.252414 438.096259
## 2156 2157 2158 2159 2160
## -328.207561 -1955.233138 -1056.383385 -1359.143782 1017.140695
## 2161 2162 2163 2164 2165
## 1071.781425 1296.971881 -1972.357516 -2157.988769 419.316456
## 2166 2167 2168 2169 2170
## 141.284419 627.140890 1135.160857 1843.594637 -1982.056189
## 2171 2172 2173 2174 2175
## 16.946788 266.848212 5768.590073 2000.838871 -2457.148771
## 2176 2177 2178 2179 2180
## 343.999946 825.309870 -1573.205865 -730.723754 -1729.423302
## 2181 2182 2183 2184 2185
## 138.868246 5251.988210 -969.991753 -1208.182766 2179.536116
## 2186 2187 2188 2189 2190
## 1949.654155 1577.393398 -1320.370090 -1183.782231 -1913.951966
## 2191 2192 2193 2194 2195
## 1188.740183 -1083.737846 3495.199466 -1507.754045 2890.163829
## 2196 2197 2198 2199 2200
## -1386.875099 -1662.238527 -1761.585868 -1396.314491 -1222.814542
##
##
## Model with interaction term: pH_Value
##
## Call:
## lm(formula = formula, data = data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -6085 -1486 -697 738 112991
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) -4649.8558 9621.6397 -0.483 0.629
## factor(Crop)Banana 1609.7206 11910.6196 0.135 0.893
## factor(Crop)Blackgram 5167.3208 11470.0523 0.451 0.652
## factor(Crop)ChickPea 8710.6543 9192.6531 0.948 0.343
## factor(Crop)Coconut 15200.2279 11766.3595 1.292 0.197
## factor(Crop)Coffee 9012.3882 10782.2260 0.836 0.403
## factor(Crop)Cotton 4925.0050 10006.7730 0.492 0.623
## factor(Crop)Grapes 4006.9747 10845.1226 0.369 0.712
## factor(Crop)Jute 950.4251 10423.3172 0.091 0.927
## factor(Crop)KidneyBeans 14408.8210 17090.4908 0.843 0.399
## factor(Crop)Lentil 7560.8009 10251.4635 0.738 0.461
## factor(Crop)Maize 9841.4565 10706.9559 0.919 0.358
## factor(Crop)Mango 4526.4198 9573.9624 0.473 0.636
## factor(Crop)MothBeans 8067.5908 9250.6365 0.872 0.383
## factor(Crop)MungBean 8401.0231 12498.1889 0.672 0.502
## factor(Crop)Muskmelon 16730.4337 13318.4606 1.256 0.209
## factor(Crop)Orange 6785.6834 10288.3470 0.660 0.510
## factor(Crop)Papaya -3149.9042 18767.7529 -0.168 0.867
## factor(Crop)PigeonPeas 9853.8811 9489.5688 1.038 0.299
## factor(Crop)Pomegranate 9478.5759 10169.0999 0.932 0.351
## factor(Crop)Rice -2358.0134 9418.0926 -0.250 0.802
## factor(Crop)Watermelon 4927.4504 12164.6124 0.405 0.685
## pH_Value 403.2362 1346.3064 0.300 0.765
## Nitrogen -0.5228 6.4947 -0.081 0.936
## Phosphorus -2.1433 10.2422 -0.209 0.834
## Potassium 23.1355 24.7349 0.935 0.350
## Temperature -30.9881 21.4842 -1.442 0.149
## Humidity 1.4173 19.2399 0.074 0.941
## Rainfall 1.8416 3.6656 0.502 0.615
## factor(Crop)Banana:pH_Value 437.2280 1897.6114 0.230 0.818
## factor(Crop)Blackgram:pH_Value -116.4559 1660.2796 -0.070 0.944
## factor(Crop)ChickPea:pH_Value -784.6988 1420.5770 -0.552 0.581
## factor(Crop)Coconut:pH_Value -1786.6507 1842.8029 -0.970 0.332
## factor(Crop)Coffee:pH_Value -680.8209 1602.5408 -0.425 0.671
## factor(Crop)Cotton:pH_Value -211.3863 1464.9307 -0.144 0.885
## factor(Crop)Grapes:pH_Value -462.2201 1813.6104 -0.255 0.799
## factor(Crop)Jute:pH_Value 345.9645 1572.5849 0.220 0.826
## factor(Crop)KidneyBeans:pH_Value -1535.2447 2833.3715 -0.542 0.588
## factor(Crop)Lentil:pH_Value -488.6212 1499.2728 -0.326 0.745
## factor(Crop)Maize:pH_Value -831.6718 1607.1225 -0.517 0.605
## factor(Crop)Mango:pH_Value -61.2583 1441.0096 -0.043 0.966
## factor(Crop)MothBeans:pH_Value -381.7294 1360.1574 -0.281 0.779
## factor(Crop)MungBean:pH_Value -508.3711 1846.2813 -0.275 0.783
## factor(Crop)Muskmelon:pH_Value -1878.5385 2063.7040 -0.910 0.363
## factor(Crop)Orange:pH_Value -482.9185 1485.5119 -0.325 0.745
## factor(Crop)Papaya:pH_Value 1009.9712 2802.2621 0.360 0.719
## factor(Crop)PigeonPeas:pH_Value -356.4597 1415.4252 -0.252 0.801
## factor(Crop)Pomegranate:pH_Value -699.1914 1534.3730 -0.456 0.649
## factor(Crop)Rice:pH_Value 1327.1394 1426.2138 0.931 0.352
## factor(Crop)Watermelon:pH_Value 88.9369 1861.8630 0.048 0.962
##
## Residual standard error: 3601 on 2150 degrees of freedom
## Multiple R-squared: 0.07907, Adjusted R-squared: 0.05808
## F-statistic: 3.767 on 49 and 2150 DF, p-value: < 2.2e-16
##
##
## Residuals:
## 1 2 3 4 5
## 2.054578e+03 -8.071114e+02 -3.172773e+02 1.377473e+03 1.129912e+05
## 6 7 8 9 10
## -2.454161e+03 4.005042e+03 2.915074e+03 4.939740e+03 6.519084e+03
## 11 12 13 14 15
## 6.142842e+03 -1.033833e+03 3.507100e+03 -2.455249e+03 -2.419488e+03
## 16 17 18 19 20
## -5.112918e+03 -4.285894e+03 -4.830533e+03 7.445126e+02 -1.950278e+03
## 21 22 23 24 25
## -2.674783e+03 -6.391430e+02 2.989115e+03 -2.171605e+03 -3.458713e+03
## 26 27 28 29 30
## -6.634154e+02 -3.639828e+03 -5.001574e+03 -4.247720e+03 -2.843652e+03
## 31 32 33 34 35
## -2.366384e+03 -4.901537e+02 -3.003978e+03 5.308500e+02 -1.989873e+03
## 36 37 38 39 40
## -1.353154e+02 -2.778986e+03 -2.568757e+03 -6.085211e+03 -2.467726e+03
## 41 42 43 44 45
## -3.547318e+03 1.254810e+03 1.110246e+03 -1.772536e+03 -3.798413e+03
## 46 47 48 49 50
## -1.644187e+03 1.962926e+03 -4.543750e+03 -3.513445e+03 -2.063600e+03
## 51 52 53 54 55
## 3.777833e+03 8.889450e+02 -5.106666e+03 -2.919058e+03 1.103457e+02
## 56 57 58 59 60
## -1.644740e+03 -2.612160e+02 -2.758266e+03 -5.645513e+03 -3.835057e+03
## 61 62 63 64 65
## -4.921150e+03 -1.804759e+03 -1.188725e+03 -4.079937e+03 -2.635495e+03
## 66 67 68 69 70
## -4.341355e+03 -2.286330e+03 -4.316483e+03 1.755353e+03 -3.126144e+03
## 71 72 73 74 75
## -3.225158e+03 -4.148781e+02 -4.257441e+03 -5.545519e+03 -3.603349e+03
## 76 77 78 79 80
## -1.951888e+03 -5.493726e+03 1.993477e+03 -1.589235e+03 -3.746454e+03
## 81 82 83 84 85
## 8.532821e+02 -1.821476e+03 -3.036728e+03 -2.306737e+03 1.992101e+03
## 86 87 88 89 90
## 1.490420e+04 1.983909e+04 1.670861e+04 -1.029037e+03 -3.743084e+03
## 91 92 93 94 95
## -4.458297e+03 -4.885737e+03 -2.714027e+03 -4.484796e+03 -1.987927e+03
## 96 97 98 99 100
## -1.514891e+02 -1.515941e+03 -2.289344e+03 -5.118288e+03 -1.849531e+03
## 101 102 103 104 105
## 1.034215e+02 -1.144880e+03 -9.695718e+02 -1.438534e+03 8.052391e+02
## 106 107 108 109 110
## -2.197911e+02 1.123216e+03 4.449393e+02 3.581618e+03 3.337350e+02
## 111 112 113 114 115
## -1.098028e+03 1.484173e+03 -1.118718e+03 -1.270952e+03 -1.103826e+03
## 116 117 118 119 120
## 9.599545e+02 -6.484646e+02 1.102449e+02 5.117129e+02 6.848454e+02
## 121 122 123 124 125
## -7.623816e+02 1.317462e+03 -1.593025e+03 -1.285101e+03 2.385647e+03
## 126 127 128 129 130
## 2.471067e+03 -5.810056e+02 -9.565426e+02 -7.661915e+02 -3.720731e+02
## 131 132 133 134 135
## -6.989037e+02 -9.078740e+02 -1.190430e+03 -1.572031e+03 -9.155839e+02
## 136 137 138 139 140
## 1.514063e+03 -1.425853e+03 7.083276e+02 -8.654779e+02 4.781443e+02
## 141 142 143 144 145
## 9.174253e+02 -1.231526e+03 1.524186e+03 -1.146076e+03 6.515907e+02
## 146 147 148 149 150
## -8.740465e+02 8.165812e+02 9.244394e+02 -9.627946e+02 2.855356e+03
## 151 152 153 154 155
## -1.216431e+03 -1.585213e+03 -1.418370e+03 -1.091794e+02 3.530098e+01
## 156 157 158 159 160
## -7.715540e+02 2.559707e+03 8.042564e+02 -5.961396e+02 5.192596e+02
## 161 162 163 164 165
## 1.700805e+02 -1.416220e+03 -1.387951e+03 2.839102e+03 2.755207e+03
## 166 167 168 169 170
## 3.251874e+03 2.815459e+03 1.580899e+03 1.142222e+03 -2.462977e+02
## 171 172 173 174 175
## -1.767358e+03 -1.384362e+03 -1.377401e+03 4.794990e+02 1.228175e+03
## 176 177 178 179 180
## -6.971045e+02 -8.507819e+02 -1.213459e+03 3.724525e+03 6.602897e+02
## 181 182 183 184 185
## -7.194155e+01 -1.389644e+03 1.532118e+03 -1.573730e+03 -9.068162e+02
## 186 187 188 189 190
## -1.476840e+03 -1.372754e+03 -7.099394e+02 9.865685e+02 -2.047335e+03
## 191 192 193 194 195
## -1.279158e+03 -1.478851e+03 -1.745633e+03 -5.009989e+02 1.894209e+02
## 196 197 198 199 200
## -9.072198e+02 -1.072426e+03 3.503604e+03 -1.040508e+03 3.246341e+03
## 201 202 203 204 205
## 4.040421e+02 2.199156e+02 -1.887786e+02 -2.324013e+03 -7.507442e+02
## 206 207 208 209 210
## -3.579439e+01 5.032084e+03 1.415499e+03 2.418959e+03 -5.410423e+02
## 211 212 213 214 215
## -9.401931e+02 -8.276231e+02 -1.636277e+03 -1.907064e+03 -2.172771e+03
## 216 217 218 219 220
## -2.226281e+03 2.853106e+03 -1.822923e+03 -2.035248e+03 -7.389424e+02
## 221 222 223 224 225
## 1.451114e+03 5.977163e+02 -7.768674e+02 -8.694331e+02 -1.411721e+03
## 226 227 228 229 230
## 1.534665e+03 -2.490082e+03 -1.622087e+03 -7.447209e+02 1.836043e+02
## 231 232 233 234 235
## -7.912454e+01 -2.577561e+03 -1.654024e+03 -5.161034e+02 -6.854617e+02
## 236 237 238 239 240
## 4.079326e+02 -1.238597e+03 -1.176798e+02 -9.643645e+02 -1.397103e+03
## 241 242 243 244 245
## 2.371653e+03 -1.290112e+03 -1.115517e+03 -1.553094e+03 -1.462589e+03
## 246 247 248 249 250
## -9.720948e+02 -1.802297e+03 5.001771e+03 -9.046849e+02 -1.402343e+03
## 251 252 253 254 255
## 3.707991e+03 -1.964407e+03 6.770003e+02 7.376030e+02 6.074424e+03
## 256 257 258 259 260
## 8.342486e+02 -1.425679e+03 3.095377e+02 2.819965e+03 -1.633222e+03
## 261 262 263 264 265
## -2.206968e+03 -9.884502e+02 -1.851342e+03 -1.421193e+03 -1.378967e+03
## 266 267 268 269 270
## -1.006415e+03 5.139247e+03 4.305372e+01 -3.399724e+02 -1.387317e+03
## 271 272 273 274 275
## 2.333146e+03 -1.374610e+03 -1.493198e+03 3.844393e+01 -1.312663e+02
## 276 277 278 279 280
## -1.195128e+03 4.533663e+03 -1.605813e+03 -2.023337e+03 -8.869097e+02
## 281 282 283 284 285
## -5.211469e+02 2.250838e+03 -1.576857e+02 1.835937e+03 -5.547005e+02
## 286 287 288 289 290
## -9.478091e+02 -2.411998e+03 2.075594e+03 -1.215740e+03 -1.168882e+03
## 291 292 293 294 295
## -1.502962e+03 1.358286e+03 6.687074e+03 1.886751e+03 3.635766e+03
## 296 297 298 299 300
## -3.495686e+02 1.583188e+03 6.931067e+03 -1.576223e+03 1.131378e+03
## 301 302 303 304 305
## -2.749739e+03 1.892462e+02 -7.567273e+02 -1.395628e+03 -5.857849e+02
## 306 307 308 309 310
## 1.133288e+03 -2.335134e+03 -2.749767e+03 -2.333363e+03 -8.148486e+02
## 311 312 313 314 315
## 4.652369e+03 -9.205887e+02 3.426253e+03 -6.899357e+01 -5.185945e+02
## 316 317 318 319 320
## -2.235807e+03 1.641727e+03 -2.065786e+03 -2.207460e+03 2.516432e+03
## 321 322 323 324 325
## 2.785840e+03 5.447722e+03 3.614099e+03 1.919784e+03 1.445233e+03
## 326 327 328 329 330
## -8.517495e+02 2.525133e+03 1.660853e+04 2.093728e+03 -2.167060e+03
## 331 332 333 334 335
## 1.413295e+03 -6.658249e+02 -1.138096e+03 9.577952e+02 3.886645e+03
## 336 337 338 339 340
## -2.146539e+03 -1.328063e+03 -2.350269e+03 -1.860193e+03 -9.253568e+02
## 341 342 343 344 345
## -1.880673e+03 -1.006808e+03 2.713558e+03 -7.391659e+02 -6.429692e+02
## 346 347 348 349 350
## -2.520750e+03 2.591613e+03 -1.731195e+03 -1.684368e+03 -1.573021e+03
## 351 352 353 354 355
## 1.836089e+03 1.639013e+03 1.835794e+03 6.600745e+03 4.097252e+03
## 356 357 358 359 360
## 2.884703e+03 3.249554e+03 -3.468984e+02 3.247426e+03 -2.170280e+03
## 361 362 363 364 365
## -1.646717e+02 -7.028696e+02 -2.047440e+03 -1.227957e+03 -2.948069e+03
## 366 367 368 369 370
## -2.103541e+03 -8.338094e+02 -4.230329e+02 -2.205666e+03 -1.376024e+03
## 371 372 373 374 375
## -1.988607e+03 6.929390e+02 -1.950706e+03 2.811597e+02 5.794691e+02
## 376 377 378 379 380
## -2.103948e+03 -1.597947e+03 -1.520156e+03 2.425765e+03 -1.162215e+03
## 381 382 383 384 385
## 7.333831e-01 2.630558e+03 -1.340073e+02 7.292060e+02 -1.227041e+03
## 386 387 388 389 390
## -2.032262e+03 -2.093837e+02 -1.310034e+03 3.975245e+02 -1.913297e+03
## 391 392 393 394 395
## -1.710595e+03 -6.985704e+02 -2.004938e+03 -1.799124e+03 -1.083186e+02
## 396 397 398 399 400
## -1.833204e+03 -2.107883e+03 6.409787e+02 -2.179547e+03 -2.238829e+03
## 401 402 403 404 405
## -2.062056e+03 -4.082475e+03 -4.810941e+03 -1.584449e+03 -4.474899e+03
## 406 407 408 409 410
## -4.635532e+03 3.892015e+03 -3.272291e+03 5.861147e+03 -4.051647e+03
## 411 412 413 414 415
## -7.629421e+02 -2.251807e+03 -2.958128e+03 -1.067168e+03 -2.731262e+03
## 416 417 418 419 420
## -3.889018e+03 -1.594292e+03 -3.338546e+03 -1.071034e+03 -7.828203e+02
## 421 422 423 424 425
## -4.453145e+03 6.120548e+02 -2.033034e+03 -1.109893e+03 -3.573679e+03
## 426 427 428 429 430
## -1.900858e+03 -4.230381e+03 -1.115631e+03 -1.844315e+03 -1.335459e+03
## 431 432 433 434 435
## -1.614721e+03 -1.960384e+03 3.215279e+03 -1.719359e+03 -3.298604e+03
## 436 437 438 439 440
## -3.026677e+03 -3.294483e+03 -1.681720e+03 -3.241154e+03 -3.078827e+02
## 441 442 443 444 445
## -2.757222e+03 -7.629775e+02 -2.488069e+03 -3.378681e+03 1.427279e+04
## 446 447 448 449 450
## 2.403721e+04 -2.268668e+03 1.281621e+04 4.932206e+03 7.241556e+03
## 451 452 453 454 455
## -4.062846e+03 1.602453e+04 -2.831013e+03 -2.052169e+03 3.619519e+01
## 456 457 458 459 460
## 5.149223e+03 5.139859e+03 -3.334136e+03 -4.007156e+03 -3.103537e+03
## 461 462 463 464 465
## 2.699804e+04 -4.200400e+03 -2.477819e+03 1.631917e+04 -2.341075e+03
## 466 467 468 469 470
## -9.637537e+02 -3.106067e+03 1.169707e+03 8.828768e+02 -3.740819e+03
## 471 472 473 474 475
## -1.584398e+03 -2.723163e+03 -2.816420e+03 -1.848885e+03 4.574540e+03
## 476 477 478 479 480
## 5.956714e+01 -2.561264e+03 1.099948e+03 3.352324e+03 -1.507647e+02
## 481 482 483 484 485
## -6.572120e+02 -9.487722e+02 -2.847652e+03 2.248753e+04 -2.592232e+03
## 486 487 488 489 490
## -2.885704e+03 -3.865975e+02 -1.658158e+03 -2.321341e+03 -2.358280e+03
## 491 492 493 494 495
## -3.672130e+03 -8.905912e+02 1.372028e+02 8.293683e+02 -2.231979e+03
## 496 497 498 499 500
## 6.162729e+02 -5.436956e+02 -2.981842e+03 -2.358029e+03 -1.698621e+03
## 501 502 503 504 505
## 3.006006e+03 -1.899158e+03 -1.697579e+03 2.348524e+03 4.920300e+02
## 506 507 508 509 510
## 9.518193e+02 3.207735e+02 -1.412643e+03 -2.181879e+03 -1.020750e+03
## 511 512 513 514 515
## 1.168697e+03 -1.416580e+03 1.349180e+03 1.102077e+03 1.776178e+03
## 516 517 518 519 520
## 2.538518e+02 3.722448e+03 7.513421e+02 4.988452e+01 -1.759258e+03
## 521 522 523 524 525
## 2.589413e+03 9.638648e+02 6.617898e+03 5.797934e+02 4.763244e+01
## 526 527 528 529 530
## 5.556845e+03 -1.179017e+03 -7.375161e+02 -1.239236e+03 -1.836276e+03
## 531 532 533 534 535
## 3.679416e+02 -1.053035e+03 -8.414356e+02 -5.881522e+02 2.754160e+02
## 536 537 538 539 540
## -7.921935e+02 -1.349314e+03 -5.335408e+02 1.122401e+02 5.540946e+02
## 541 542 543 544 545
## 2.230457e+03 -1.252628e+03 2.522648e+03 -8.272607e+02 5.378287e+03
## 546 547 548 549 550
## 6.258444e+02 1.752449e+02 1.458550e+02 3.220585e+02 -1.760206e+03
## 551 552 553 554 555
## -5.575877e+02 -2.273320e+03 -1.410156e+03 -7.634168e+02 -9.748242e+02
## 556 557 558 559 560
## 8.232039e+02 -1.571712e+03 1.567581e+01 -1.492173e+03 4.137236e+02
## 561 562 563 564 565
## -1.044662e+03 -1.713417e+03 -1.236993e+03 6.648680e+01 -1.850107e+01
## 566 567 568 569 570
## -1.482288e+03 -1.305446e+03 -1.986974e+03 -1.182493e+03 -1.053072e+03
## 571 572 573 574 575
## -1.763016e+02 -2.017955e+03 2.925234e+03 -2.257202e+02 3.904201e+03
## 576 577 578 579 580
## 5.792618e+03 -7.721818e+01 1.005006e+03 -2.022710e+03 2.730627e+03
## 581 582 583 584 585
## -9.138086e+02 -1.865976e+03 -1.571250e+03 -2.123353e+03 -1.487235e+03
## 586 587 588 589 590
## -1.347368e+03 1.244577e+03 -1.095894e+03 -9.391368e+02 -3.219725e+02
## 591 592 593 594 595
## -1.618510e+03 -8.788486e+02 4.472312e+02 1.851230e+02 3.330048e+02
## 596 597 598 599 600
## -1.128384e+03 -9.023515e+02 -9.399346e+01 4.395144e+02 -4.318915e+02
## 601 602 603 604 605
## 5.494223e+03 -5.623281e+02 -6.637428e+02 -6.869559e+02 3.122010e+01
## 606 607 608 609 610
## -1.006270e+03 -8.467811e+02 -3.130416e+02 -5.095017e+02 -5.069078e+02
## 611 612 613 614 615
## 3.263810e+03 3.504360e+03 1.719429e+02 5.864754e+02 1.283651e+03
## 616 617 618 619 620
## -3.417649e+02 -2.455921e+02 4.158230e+02 9.332941e+02 2.157828e+01
## 621 622 623 624 625
## 1.283034e+03 8.664259e+02 -7.894892e+02 -1.827745e+02 -1.904980e+02
## 626 627 628 629 630
## 1.226499e+03 6.828008e+02 1.340473e+03 -7.265947e+02 6.055830e+02
## 631 632 633 634 635
## -1.928698e+02 -4.082898e+02 1.741202e+02 1.209190e+03 -6.809544e+02
## 636 637 638 639 640
## -1.854105e+03 7.960182e+02 -4.364586e+02 -5.461072e+02 1.061700e+03
## 641 642 643 644 645
## -1.281942e+03 -4.122385e+02 -5.690040e+02 -2.272849e+02 -1.339197e+03
## 646 647 648 649 650
## 3.285698e+02 4.173840e+03 1.171731e+03 9.485799e+01 -1.918406e+03
## 651 652 653 654 655
## -1.314149e+03 -1.797459e+03 -5.542138e+02 -6.901525e+02 -1.129033e+03
## 656 657 658 659 660
## 1.081814e+03 8.529386e+02 4.607008e+02 -1.101613e+03 -1.285435e+03
## 661 662 663 664 665
## -1.409906e+03 3.759991e+02 -5.396830e+01 5.665463e+02 1.305836e+03
## 666 667 668 669 670
## 8.868361e+02 -8.593855e+02 -1.240486e+03 -1.574234e+03 7.528472e+02
## 671 672 673 674 675
## 1.114580e+03 -1.379883e+03 7.156672e+02 2.337708e+03 3.270218e+03
## 676 677 678 679 680
## 2.189634e+02 1.232650e+03 1.381014e+03 5.281920e+03 -1.098022e+03
## 681 682 683 684 685
## -1.689300e+02 -9.150274e+02 -1.891810e+03 -1.918194e+03 -1.953370e+03
## 686 687 688 689 690
## -2.079975e+03 -1.865083e+03 -1.917037e+03 -1.811700e+03 -4.763381e+02
## 691 692 693 694 695
## -1.488263e+03 6.188974e+02 -6.923084e+02 -6.403911e+02 -1.945346e+03
## 696 697 698 699 700
## -1.876241e+03 7.766654e+02 1.510156e+03 -1.450139e+03 5.540136e+02
## 701 702 703 704 705
## -1.120142e+02 -8.181007e+02 -7.047492e+02 -3.574371e+02 -6.977585e+02
## 706 707 708 709 710
## -7.321733e+02 -6.603012e+02 3.524376e+03 -3.074449e+01 1.662188e+03
## 711 712 713 714 715
## -1.086791e+03 -1.648954e+03 -7.861725e+02 -1.040457e+03 -5.103883e+02
## 716 717 718 719 720
## 8.825280e+00 -8.430270e+02 -1.682914e+03 -1.955049e+03 5.065330e+01
## 721 722 723 724 725
## 1.213878e+03 -1.859392e+03 -1.007147e+03 -1.231565e+03 -1.699670e+03
## 726 727 728 729 730
## -1.618157e+03 1.782147e+03 3.001936e+03 -1.035353e+03 1.916730e+03
## 731 732 733 734 735
## 3.080332e+03 -6.494178e+02 -1.627348e+03 7.941594e+03 -1.819522e+02
## 736 737 738 739 740
## -9.398527e+02 -1.095001e+03 1.267810e+02 2.602924e+03 1.637598e+03
## 741 742 743 744 745
## 2.475409e+03 -1.784717e+03 -8.017269e+02 -1.622408e+03 -1.989327e+03
## 746 747 748 749 750
## -1.633051e+03 -2.318960e+03 3.089886e+03 1.790841e+03 3.178215e+03
## 751 752 753 754 755
## -1.076261e+02 1.934370e+03 1.461303e+03 3.267556e+03 -2.393689e+02
## 756 757 758 759 760
## -1.574195e+03 5.532822e+03 1.051208e+03 -1.078182e+03 3.493790e+02
## 761 762 763 764 765
## 1.858921e+03 -6.211021e+02 -8.640777e+02 -1.108866e+03 -1.060206e+03
## 766 767 768 769 770
## -1.418083e+03 -6.723748e+02 4.536876e+02 -2.112211e+03 -1.837415e+02
## 771 772 773 774 775
## 7.587650e+02 -1.006328e+03 -2.469754e+02 2.322731e+03 9.638691e+02
## 776 777 778 779 780
## 1.350128e+03 3.039417e+03 1.299371e+03 -3.261236e+02 -1.016849e+03
## 781 782 783 784 785
## -1.263178e+02 -2.072052e+03 -1.676855e+03 -2.089656e+03 5.432078e+02
## 786 787 788 789 790
## 5.826585e+03 -1.714832e+02 -9.895715e+02 -9.641852e+02 -6.747495e+02
## 791 792 793 794 795
## -2.105268e+03 -2.189811e+03 8.687755e+02 -1.668641e+02 -1.952859e+03
## 796 797 798 799 800
## -3.507458e+02 -1.292728e+03 -1.760284e+03 -1.105845e+03 -1.878747e+03
## 801 802 803 804 805
## 3.270339e+03 2.804043e+03 -3.327526e+02 -2.964242e+02 -1.051671e+03
## 806 807 808 809 810
## -1.112065e+03 -1.856492e+03 8.934647e+02 7.701413e+02 2.674600e+03
## 811 812 813 814 815
## -2.650323e+02 -2.127561e+03 -1.944468e+03 -1.610449e+03 -2.063392e+03
## 816 817 818 819 820
## 1.926588e+03 -2.062729e+03 -2.060733e+03 4.080517e+03 -2.132233e+03
## 821 822 823 824 825
## -3.465543e+02 -1.499896e+03 -1.021720e+03 -1.342826e+03 -1.859081e+03
## 826 827 828 829 830
## 2.909343e+02 -1.738308e+03 -1.922947e+03 -1.125338e+03 -1.952684e+03
## 831 832 833 834 835
## -2.318197e+03 -9.870950e+02 1.433021e+03 -8.127972e+02 -1.137121e+02
## 836 837 838 839 840
## 5.875493e+02 -2.418479e+02 -8.729741e+02 -1.878129e+03 2.929534e+03
## 841 842 843 844 845
## -1.682659e+03 -9.227125e+02 -2.122902e+03 -2.105531e+03 -8.460354e+02
## 846 847 848 849 850
## 5.909452e+03 -9.380540e+02 6.877494e+02 2.079793e+03 1.758594e+03
## 851 852 853 854 855
## -1.192771e+03 -1.338534e+03 -1.243701e+03 -1.063455e+03 -1.125319e+03
## 856 857 858 859 860
## 4.546252e+02 1.515602e+03 -1.863794e+03 4.387039e+01 7.431078e+01
## 861 862 863 864 865
## 1.318351e+03 4.345459e+03 8.188893e+01 2.703282e+03 2.585257e+03
## 866 867 868 869 870
## -1.310022e+03 -2.169050e+03 6.318120e+02 5.259769e+02 -2.624654e+02
## 871 872 873 874 875
## 1.445681e+03 -2.232311e+03 -3.526429e+02 -1.015863e+03 -1.293632e+03
## 876 877 878 879 880
## 1.394711e+00 -6.749443e+02 7.944257e+02 1.117688e+03 -6.940659e+02
## 881 882 883 884 885
## -2.326288e+03 -1.514640e+01 3.145104e+03 -1.356873e+03 1.047331e+03
## 886 887 888 889 890
## -1.205523e+03 -1.523041e+03 1.304061e+03 7.621326e+03 -8.436726e+02
## 891 892 893 894 895
## 5.275894e+02 2.517452e+03 5.273194e+03 6.088474e+02 1.707561e+02
## 896 897 898 899 900
## -1.155817e+03 1.612685e+03 1.071239e+03 -9.705990e+02 1.620008e+02
## 901 902 903 904 905
## 9.822520e+03 -1.030589e+02 4.081611e+03 -8.603556e+02 -1.889172e+03
## 906 907 908 909 910
## 2.259256e+02 9.990789e+01 -1.925024e+03 -8.948814e+02 1.166980e+04
## 911 912 913 914 915
## 2.041336e+03 4.898538e+03 -1.145796e+03 -8.711492e+02 -2.466518e+03
## 916 917 918 919 920
## 6.630895e+02 2.827631e+02 4.346254e+03 -2.241467e+03 -1.544519e+03
## 921 922 923 924 925
## 1.157100e+04 -7.193568e+02 3.331958e+03 -1.138637e+03 -1.206383e+03
## 926 927 928 929 930
## -1.844934e+03 2.167544e+02 1.356878e+02 7.562793e+03 -2.614836e+03
## 931 932 933 934 935
## -1.606768e+03 1.047948e+04 2.088118e+03 4.007803e+03 -1.291976e+03
## 936 937 938 939 940
## -1.043178e+03 -2.481950e+03 7.154764e+02 -8.968362e+02 1.024670e+04
## 941 942 943 944 945
## 7.387068e+02 2.269559e+04 3.227703e+03 4.543627e+02 -1.349559e+03
## 946 947 948 949 950
## -2.013879e+03 3.742170e+02 -1.192800e+03 -1.485915e+03 -1.440048e+03
## 951 952 953 954 955
## -1.509076e+03 -2.912524e+03 -2.878538e+03 -2.693123e+03 -2.407770e+03
## 956 957 958 959 960
## -2.633750e+03 1.899690e+03 3.890704e+03 -2.738178e+03 -2.794149e+03
## 961 962 963 964 965
## -2.953073e+03 -2.169668e+03 -4.514052e+02 -2.835988e+03 -1.750288e+03
## 966 967 968 969 970
## -7.244667e+02 -9.099845e+02 6.184356e+02 7.053186e+02 -2.311739e+03
## 971 972 973 974 975
## -9.859674e+02 -1.931860e+03 -2.417067e+03 -2.000807e+03 -2.652276e+03
## 976 977 978 979 980
## -3.984374e+02 -6.823017e+02 -2.372315e+03 -2.395715e+03 -5.241733e+02
## 981 982 983 984 985
## -4.492942e+02 -1.726792e+03 -2.143272e+03 -2.379123e+03 -1.971073e+03
## 986 987 988 989 990
## -4.868820e+02 -2.443338e+03 -2.274013e+03 -2.881863e+03 -3.428131e+02
## 991 992 993 994 995
## -6.702742e+02 -2.494897e+03 -2.986724e+03 -1.871712e+03 -8.179524e+01
## 996 997 998 999 1000
## -1.905802e+03 -2.143620e+03 -2.776097e+03 -1.157322e+03 -2.601901e+03
## 1001 1002 1003 1004 1005
## 4.187184e+03 5.268260e+03 -1.269571e+03 -1.653665e+03 -1.238922e+03
## 1006 1007 1008 1009 1010
## -1.474323e+03 -1.799954e+03 -9.985474e+02 -4.520719e+02 -8.200800e+02
## 1011 1012 1013 1014 1015
## 1.765179e+03 1.278677e+03 6.913033e+03 6.627671e+03 -7.141188e+02
## 1016 1017 1018 1019 1020
## -1.217372e+03 1.452085e+03 -1.685022e+03 -9.888339e+02 1.501357e+03
## 1021 1022 1023 1024 1025
## 1.360503e+03 -8.527306e+02 -1.087802e+03 5.516863e+03 5.272235e+03
## 1026 1027 1028 1029 1030
## 5.516962e+03 -2.326348e+02 -1.455169e+03 1.013510e+03 2.002951e+03
## 1031 1032 1033 1034 1035
## -1.402576e+03 2.074957e+02 1.031381e+03 -1.464657e+03 -1.224224e+03
## 1036 1037 1038 1039 1040
## -1.773559e+03 -1.691679e+03 6.236868e+03 -5.985298e+02 -1.064251e+03
## 1041 1042 1043 1044 1045
## -9.355546e+02 -8.731022e+02 -4.901877e+02 7.516904e+03 -1.587356e+03
## 1046 1047 1048 1049 1050
## -1.284526e+03 -1.575467e+03 -1.534974e+03 -1.489173e+03 -1.788896e+03
## 1051 1052 1053 1054 1055
## -5.692466e+02 -2.144873e+03 -1.143541e+03 -1.955350e+03 -1.410586e+03
## 1056 1057 1058 1059 1060
## -1.564225e+03 -2.012071e+03 -1.613395e+03 -1.455863e+03 -1.705047e+03
## 1061 1062 1063 1064 1065
## -1.740650e+03 -1.767433e+03 -2.332645e+03 -1.632153e+03 -6.942927e+02
## 1066 1067 1068 1069 1070
## -3.531467e+02 -1.056762e+03 6.075272e+01 -1.614238e+03 6.660422e+02
## 1071 1072 1073 1074 1075
## -1.757442e+03 -1.756631e+03 -3.073962e+02 -4.888940e+02 5.437251e+03
## 1076 1077 1078 1079 1080
## 2.908392e+03 2.246752e+02 2.271331e+03 -6.113774e+02 -8.104687e+02
## 1081 1082 1083 1084 1085
## -2.042130e+03 -1.371812e+03 -6.773678e+02 -2.083744e+03 -1.870498e+03
## 1086 1087 1088 1089 1090
## -2.014585e+03 -3.630972e+02 -2.132754e+01 2.885377e+03 -4.864098e+02
## 1091 1092 1093 1094 1095
## -1.605520e+03 1.483921e+03 -1.777362e+03 -1.447519e+03 -1.495048e+03
## 1096 1097 1098 1099 1100
## -9.696800e+01 1.675824e+03 4.786661e+03 2.258728e+03 -7.574287e+02
## 1101 1102 1103 1104 1105
## -9.625954e+02 1.332277e+02 -1.290967e+03 -1.239656e+03 -1.005125e+03
## 1106 1107 1108 1109 1110
## 5.808890e+02 -1.268750e+03 -1.439003e+03 -1.436084e+03 -1.294753e+03
## 1111 1112 1113 1114 1115
## -6.705696e+02 -9.809678e+02 -2.009826e+03 -1.769922e+03 -4.497532e+02
## 1116 1117 1118 1119 1120
## -1.149652e+03 -9.146672e+02 -1.138948e+03 -1.126576e+03 -9.246854e+02
## 1121 1122 1123 1124 1125
## -1.002668e+03 -1.306995e+03 8.468503e+02 -7.732353e+02 -3.550813e+02
## 1126 1127 1128 1129 1130
## -9.596538e+02 -1.955422e+02 -1.485931e+03 -2.852444e+02 -9.014017e+02
## 1131 1132 1133 1134 1135
## -6.181348e+02 2.811807e+03 -3.996196e+02 -5.532509e+01 -8.499641e+02
## 1136 1137 1138 1139 1140
## -1.796700e+03 -7.763769e+02 5.133979e+02 -5.789850e+02 1.604919e+03
## 1141 1142 1143 1144 1145
## -2.998802e+02 6.575629e+02 -1.349401e+03 -1.111768e+03 3.899496e+03
## 1146 1147 1148 1149 1150
## -3.891852e+02 5.350276e+03 2.711775e+03 1.040011e+03 -5.213140e+02
## 1151 1152 1153 1154 1155
## -1.260330e+00 -2.790481e+02 -1.286602e+03 8.469181e+02 3.453220e+03
## 1156 1157 1158 1159 1160
## 1.339779e+01 -6.421014e+02 -1.017895e+03 -1.721165e+03 -1.680828e+03
## 1161 1162 1163 1164 1165
## 1.523584e+03 3.655194e+03 1.485239e+03 5.318943e+03 -9.459261e+02
## 1166 1167 1168 1169 1170
## 6.770787e+03 2.505138e+03 4.524224e+02 5.009004e+02 -8.663143e+02
## 1171 1172 1173 1174 1175
## -8.428925e+02 -6.272689e+02 -2.385106e+02 2.566691e+03 4.302291e+03
## 1176 1177 1178 1179 1180
## -1.316063e+03 -1.050497e+03 -1.494698e+03 -6.382437e+01 -3.303083e+02
## 1181 1182 1183 1184 1185
## -9.497111e+02 -1.157904e+03 -1.074566e+03 3.966646e+03 1.162059e+03
## 1186 1187 1188 1189 1190
## -7.005074e+02 -5.379670e+02 -1.421074e+03 -6.615767e+02 -9.592558e+02
## 1191 1192 1193 1194 1195
## -5.332163e+02 6.002737e+03 6.004611e+02 -2.565544e+02 -2.732209e+02
## 1196 1197 1198 1199 1200
## -6.494835e+02 -2.628006e+02 -1.659337e+03 -1.483039e+03 -1.206517e+03
## 1201 1202 1203 1204 1205
## -1.826485e+03 -2.292539e+03 -1.317031e+03 3.181695e+03 -1.916507e+03
## 1206 1207 1208 1209 1210
## -1.421985e+03 -8.566806e+02 -2.438637e+03 -2.748635e+03 -2.317216e+03
## 1211 1212 1213 1214 1215
## -5.201592e+02 -1.177721e+03 3.764212e+03 -1.660737e+03 -1.399077e+03
## 1216 1217 1218 1219 1220
## -1.685389e+03 -2.937700e+03 -2.234316e+03 -1.722334e+03 -1.744119e+03
## 1221 1222 1223 1224 1225
## -1.844551e+03 -2.518216e+03 -2.322302e+03 -1.205913e+03 4.145421e+02
## 1226 1227 1228 1229 1230
## 7.922206e+02 1.444523e+03 9.143538e+02 1.883289e+03 -5.278482e+02
## 1231 1232 1233 1234 1235
## -7.207650e+02 7.222950e+02 -1.275719e+03 -2.048805e+03 -7.129095e+02
## 1236 1237 1238 1239 1240
## -2.173860e+03 -1.846777e+03 -4.623283e+02 3.371293e+03 1.089713e+02
## 1241 1242 1243 1244 1245
## 1.152014e+03 -5.034587e+02 -2.344562e+03 -1.340412e+03 -1.005589e+03
## 1246 1247 1248 1249 1250
## -1.059247e+03 8.983315e+02 1.197692e+03 -7.072449e+02 5.926194e+02
## 1251 1252 1253 1254 1255
## 7.905435e+02 4.708397e+02 8.046511e+02 -6.974946e+02 -1.442697e+03
## 1256 1257 1258 1259 1260
## 4.418381e+02 3.714471e+02 9.537076e+02 1.062548e+03 -4.113697e+02
## 1261 1262 1263 1264 1265
## -7.415437e+02 4.939690e+02 1.044070e+03 -1.471888e+03 -3.523679e+02
## 1266 1267 1268 1269 1270
## 5.090136e+02 3.664896e+02 3.444369e+03 -2.082332e+02 7.449868e+02
## 1271 1272 1273 1274 1275
## 7.151889e+03 -8.481875e+02 -1.462026e+03 3.068891e+02 -5.587851e+02
## 1276 1277 1278 1279 1280
## 7.156837e+03 -1.079181e+03 -6.945142e+00 -1.939213e+02 -5.871801e+01
## 1281 1282 1283 1284 1285
## 1.453217e+02 2.029278e+03 -3.049690e+02 -1.960624e+02 6.382030e+03
## 1286 1287 1288 1289 1290
## -9.543406e+02 2.043458e+03 4.801857e+03 -1.598372e+03 -1.358522e+03
## 1291 1292 1293 1294 1295
## -1.708752e+03 1.327806e+03 4.187353e+03 2.799396e+03 -2.058842e+03
## 1296 1297 1298 1299 1300
## 2.340989e+03 3.135838e+03 -1.559089e+03 2.121582e+03 -1.756962e+03
## 1301 1302 1303 1304 1305
## -2.227585e+03 -2.576946e+03 -8.903342e+02 -1.191960e+03 -1.230463e+03
## 1306 1307 1308 1309 1310
## 6.264208e+03 1.068539e+04 7.465564e+03 -1.312705e+03 -6.368341e+02
## 1311 1312 1313 1314 1315
## 5.057935e+03 -2.502832e+03 -2.577544e+03 -2.244855e+03 -2.343842e+03
## 1316 1317 1318 1319 1320
## -2.652959e+03 -2.444802e+03 -2.691565e+03 -2.360631e+03 -2.436223e+03
## 1321 1322 1323 1324 1325
## -2.130549e+03 -1.975366e+03 -2.110156e+03 1.564311e+03 -2.335536e+03
## 1326 1327 1328 1329 1330
## -1.824883e+03 -2.280185e+03 2.935703e+03 7.339206e+01 2.012057e+02
## 1331 1332 1333 1334 1335
## -1.750070e+03 -2.001027e+03 -1.408015e+03 6.458244e+03 1.867786e+03
## 1336 1337 1338 1339 1340
## 3.139135e+03 4.563830e+03 5.422215e+03 2.921823e+03 3.904163e+03
## 1341 1342 1343 1344 1345
## -1.829975e+03 -2.237012e+03 5.454668e+03 -3.987846e+03 1.457961e+03
## 1346 1347 1348 1349 1350
## -1.594636e+03 1.011940e+03 1.255734e+03 -2.947374e+03 3.255606e+03
## 1351 1352 1353 1354 1355
## -1.881835e+03 1.856012e+03 -1.471425e+03 -3.139842e+03 -1.809773e+03
## 1356 1357 1358 1359 1360
## -2.109343e+03 -2.312732e+03 -1.872544e+03 -1.765495e+03 -2.097752e+03
## 1361 1362 1363 1364 1365
## -2.290565e+03 2.533461e+03 -2.573649e+03 -2.619574e+03 -2.536229e+03
## 1366 1367 1368 1369 1370
## -2.541197e+03 -2.544230e+03 -2.384313e+03 -2.465358e+03 9.604809e+02
## 1371 1372 1373 1374 1375
## 5.214581e+03 4.836449e+02 3.345154e+03 -1.078306e+03 -1.741720e+03
## 1376 1377 1378 1379 1380
## -2.584374e+03 -2.403850e+03 -1.299488e+03 6.010694e+03 1.073706e+03
## 1381 1382 1383 1384 1385
## 1.268479e+03 3.035222e+03 -2.681368e+03 -2.054256e+03 1.274353e+03
## 1386 1387 1388 1389 1390
## -2.256664e+03 5.192469e+03 9.025937e+02 4.662909e+02 9.330575e+02
## 1391 1392 1393 1394 1395
## 2.524076e+03 -2.224035e+03 -1.433879e+03 -2.530476e+03 -1.678324e+03
## 1396 1397 1398 1399 1400
## 6.980108e+03 -1.824906e+03 7.113054e+02 6.644215e+03 5.714919e+02
## 1401 1402 1403 1404 1405
## 4.296449e+03 -7.714753e+02 -6.430312e+02 -1.999639e+02 -1.220886e+03
## 1406 1407 1408 1409 1410
## 1.402378e+03 3.637072e+02 -1.503771e+03 -1.225871e+03 -9.985638e+02
## 1411 1412 1413 1414 1415
## 6.707271e+03 1.196371e+03 1.633310e+03 -3.440464e+02 -1.088427e+03
## 1416 1417 1418 1419 1420
## -1.653466e+03 -2.262409e+03 5.864250e+03 3.419809e+03 -4.124220e+02
## 1421 1422 1423 1424 1425
## 3.221640e+03 -1.109976e+03 8.608417e+03 -1.932530e+03 -2.031768e+03
## 1426 1427 1428 1429 1430
## 1.776076e+03 1.411274e+03 1.752338e+03 2.900320e+03 -1.593004e+03
## 1431 1432 1433 1434 1435
## -1.549218e+03 -1.499558e+03 -1.171280e+03 -9.785650e+02 6.611379e+03
## 1436 1437 1438 1439 1440
## -1.438591e+03 -3.325104e+02 2.712139e+03 3.303389e+03 -1.842835e+03
## 1441 1442 1443 1444 1445
## -1.619843e+03 -9.819264e+02 -1.708412e+03 -1.428326e+03 8.047292e+03
## 1446 1447 1448 1449 1450
## -1.666326e+03 -1.350378e+03 -1.627870e+03 3.496413e+03 6.106767e+02
## 1451 1452 1453 1454 1455
## 3.079078e+03 1.032369e+03 1.909706e+03 -1.924719e+03 -1.139292e+03
## 1456 1457 1458 1459 1460
## -6.969183e+02 -1.760130e+03 -1.253417e+03 -2.232580e+03 -1.941172e+03
## 1461 1462 1463 1464 1465
## -2.837405e+03 -1.666711e+03 -2.581430e+03 5.371834e+03 -5.424426e+02
## 1466 1467 1468 1469 1470
## 3.591678e+03 -1.415322e+03 -2.124814e+03 -2.328707e+02 1.364610e+03
## 1471 1472 1473 1474 1475
## 3.844768e+03 -1.291748e+03 4.054588e+03 -2.108889e+03 -1.697852e+03
## 1476 1477 1478 1479 1480
## 2.538721e+02 5.540757e+02 3.877850e+03 -2.049856e+03 -1.758044e+03
## 1481 1482 1483 1484 1485
## -2.101857e+03 -1.266546e+03 -1.886925e+03 -1.086532e+03 -1.809725e+03
## 1486 1487 1488 1489 1490
## -2.197616e+03 -2.599329e+03 -2.980574e+03 -2.035936e+03 1.741457e+03
## 1491 1492 1493 1494 1495
## -3.356717e+02 -1.007700e+03 -1.356916e+01 4.561922e+02 -2.268298e+03
## 1496 1497 1498 1499 1500
## -2.117918e+03 -2.137280e+03 -2.540031e+03 -4.864613e+02 -2.152144e+03
## 1501 1502 1503 1504 1505
## -6.111788e+02 2.566068e+02 3.880889e+03 -2.056592e+02 -6.349777e+02
## 1506 1507 1508 1509 1510
## -2.834986e+01 8.153031e+01 -2.866776e+02 -1.001841e+03 -1.124464e+03
## 1511 1512 1513 1514 1515
## -8.924326e+02 -1.649468e+02 -1.615028e+02 -7.491800e+01 -6.066019e+01
## 1516 1517 1518 1519 1520
## 1.269773e+03 8.062423e+02 6.854606e+02 1.619521e+03 -6.245649e+02
## 1521 1522 1523 1524 1525
## -8.645243e+02 -1.143646e+03 -6.400522e+02 -1.154410e+03 5.597979e+02
## 1526 1527 1528 1529 1530
## -1.298753e+03 1.363295e+02 3.886722e+03 1.148362e+02 2.897632e+00
## 1531 1532 1533 1534 1535
## 3.530106e+02 1.617490e+03 -6.099515e+02 -1.053831e+03 -1.078248e+03
## 1536 1537 1538 1539 1540
## -9.030210e+02 3.631617e+02 6.975647e+02 1.350357e+03 1.460105e+03
## 1541 1542 1543 1544 1545
## -1.008976e+03 -1.009906e+03 -3.938564e+02 -1.332447e+03 7.315577e+02
## 1546 1547 1548 1549 1550
## 3.172127e+02 3.647000e+03 9.393829e+01 -5.450309e+02 -7.082996e+02
## 1551 1552 1553 1554 1555
## -5.167472e+02 -9.627670e+02 -9.726120e+02 -1.227286e+03 9.896584e+02
## 1556 1557 1558 1559 1560
## -3.801298e+02 3.654940e+02 -1.021983e+03 -8.547315e+02 -1.097304e+03
## 1561 1562 1563 1564 1565
## -1.134645e+03 -1.226789e+03 -1.388849e+03 -6.627776e+02 2.954665e+02
## 1566 1567 1568 1569 1570
## 3.614494e+03 1.092827e+02 -3.085526e+02 -7.703564e+01 1.608272e+03
## 1571 1572 1573 1574 1575
## -1.010900e+03 -8.793954e+02 -1.422519e+03 -9.048716e+02 -1.016889e+03
## 1576 1577 1578 1579 1580
## 6.344456e+02 1.015661e+03 1.158187e+03 9.226975e+02 1.523411e+03
## 1581 1582 1583 1584 1585
## -9.918083e+02 5.566754e+02 -9.250262e+02 -5.750817e+02 -1.042234e+03
## 1586 1587 1588 1589 1590
## 7.392251e+02 -1.082541e+03 2.652791e+02 1.618003e+02 1.996857e+02
## 1591 1592 1593 1594 1595
## -1.151343e+03 -7.998680e+02 -1.290764e+03 4.380264e+02 -5.009224e+02
## 1596 1597 1598 1599 1600
## 3.381713e+03 3.431850e+03 1.675378e+03 -9.905203e+02 -9.846879e+02
## 1601 1602 1603 1604 1605
## -1.192649e+03 -8.154060e+02 -1.068481e+03 5.599520e+02 6.683931e+02
## 1606 1607 1608 1609 1610
## -8.433279e+02 -9.928759e+02 -7.753498e+02 -4.023884e+02 7.337992e+02
## 1611 1612 1613 1614 1615
## -9.061165e+02 -5.556992e+02 -9.075058e+02 -7.205231e+02 1.752350e+03
## 1616 1617 1618 1619 1620
## -6.892795e+02 -3.475449e+02 -2.060615e+01 -7.877208e+02 -8.479843e+01
## 1621 1622 1623 1624 1625
## 1.021745e+03 -6.448924e+02 -6.442075e+02 -8.870930e+02 -1.451939e+02
## 1626 1627 1628 1629 1630
## 3.758999e+03 -4.529065e+02 3.446889e+03 -9.662455e+02 -5.022469e+02
## 1631 1632 1633 1634 1635
## -4.129297e+02 9.345547e+02 -7.685593e+02 8.750966e+02 1.773460e+02
## 1636 1637 1638 1639 1640
## -3.486978e+01 1.382587e+03 -5.407014e+02 -1.928145e+02 2.594038e+03
## 1641 1642 1643 1644 1645
## -1.022847e+03 -9.634435e+02 -1.050345e+03 -7.732455e+02 9.480103e+02
## 1646 1647 1648 1649 1650
## 7.268933e+02 -2.997694e+02 -1.038887e+03 5.439743e+02 3.640923e+03
## 1651 1652 1653 1654 1655
## -3.097764e+02 2.159463e+01 -1.042607e+03 2.729958e+03 3.019880e+03
## 1656 1657 1658 1659 1660
## 1.281489e+02 7.992473e+02 9.762868e+02 -2.773170e+02 4.262605e+02
## 1661 1662 1663 1664 1665
## -8.836655e+02 9.837727e+02 -7.160394e+02 1.531494e+02 1.933442e+02
## 1666 1667 1668 1669 1670
## 2.607984e+03 -7.015679e+01 -3.718239e+02 9.051347e+02 2.134190e+03
## 1671 1672 1673 1674 1675
## -7.946087e+02 -1.051108e+03 2.081695e+03 -1.305308e+03 2.147873e+02
## 1676 1677 1678 1679 1680
## 5.090147e+01 -1.072630e+03 -1.081839e+03 -8.977557e+02 -5.922060e+02
## 1681 1682 1683 1684 1685
## -1.060768e+03 2.546110e+02 2.540442e+03 6.387720e+01 -1.232068e+03
## 1686 1687 1688 1689 1690
## -7.145131e+02 -9.855645e+02 5.718402e+02 -8.580428e+02 -6.715311e+02
## 1691 1692 1693 1694 1695
## -7.145322e+02 -4.692039e+02 -6.236831e+02 -1.899495e+02 -5.293221e+02
## 1696 1697 1698 1699 1700
## -6.661538e+02 -6.752323e+02 -7.320360e+02 -9.128189e+02 -6.689269e+02
## 1701 1702 1703 1704 1705
## -6.574084e+01 -8.239300e+02 -1.637917e+03 -1.147974e+03 2.431380e+03
## 1706 1707 1708 1709 1710
## 1.477673e+03 9.591197e+02 -7.712768e+02 -4.745203e+02 -3.992320e+02
## 1711 1712 1713 1714 1715
## -9.855250e+02 -1.474568e+03 -1.952678e+03 -1.024793e+03 -1.329417e+03
## 1716 1717 1718 1719 1720
## -1.438785e+03 -8.155898e+02 1.573695e+03 -8.598275e+02 8.747659e+02
## 1721 1722 1723 1724 1725
## -1.289726e+03 -1.084684e+03 2.871863e+02 -1.641486e+03 3.904093e+02
## 1726 1727 1728 1729 1730
## -6.101096e+02 -1.827937e+03 -1.172028e+03 -1.218690e+03 -7.646320e+02
## 1731 1732 1733 1734 1735
## -7.869097e+02 -1.077222e+03 -1.524940e+03 -1.507133e+03 -1.352551e+03
## 1736 1737 1738 1739 1740
## -1.514290e+03 -9.037569e+02 -1.518577e+03 -1.624414e+02 -1.947295e+03
## 1741 1742 1743 1744 1745
## 3.658633e+02 -8.134288e+02 2.520450e+02 -9.487214e+02 -1.525140e+03
## 1746 1747 1748 1749 1750
## -1.741480e+03 -1.291980e+03 -1.283865e+03 -1.056905e+03 3.810600e+03
## 1751 1752 1753 1754 1755
## 4.488617e+03 -1.165926e+03 3.330654e+03 3.210357e+03 -1.478327e+02
## 1756 1757 1758 1759 1760
## -1.002368e+03 -1.486146e+03 8.041623e+02 6.578314e+02 1.798920e+02
## 1761 1762 1763 1764 1765
## 3.966731e+02 2.120049e+03 6.855563e+03 -1.100470e+03 -9.625534e+02
## 1766 1767 1768 1769 1770
## -1.518961e+03 -1.294657e+03 5.012034e+02 9.465663e+02 -8.559722e+02
## 1771 1772 1773 1774 1775
## -3.194273e+02 -1.276930e+02 -4.823670e+02 1.424511e+02 8.787165e+02
## 1776 1777 1778 1779 1780
## 1.848516e+03 9.318634e+02 -6.671242e+02 4.848286e+03 4.517456e+03
## 1781 1782 1783 1784 1785
## -1.751715e+02 2.734055e+03 4.088628e+03 -2.074733e+03 -1.735711e+03
## 1786 1787 1788 1789 1790
## -1.636483e+03 6.617052e+02 6.217752e+01 -6.153947e+01 1.370077e+03
## 1791 1792 1793 1794 1795
## 6.679143e+03 -1.164765e+03 2.690461e+02 -1.436627e+03 -1.919393e+03
## 1796 1797 1798 1799 1800
## 1.471401e+02 -1.116363e+03 2.262477e+02 3.894236e+03 -9.940640e+02
## 1801 1802 1803 1804 1805
## 8.180578e+02 -1.541742e+03 -2.021685e+03 -1.292627e+03 -1.201826e+03
## 1806 1807 1808 1809 1810
## -2.264742e+03 2.587322e+04 -2.136832e+03 2.714923e+03 -2.353709e+03
## 1811 1812 1813 1814 1815
## -1.518562e+03 -1.007921e+03 7.605729e+02 -1.028833e+03 -1.377968e+03
## 1816 1817 1818 1819 1820
## -5.674947e+02 -9.933115e+02 -1.412338e+03 -1.714401e+03 -1.796487e+03
## 1821 1822 1823 1824 1825
## -7.993283e+02 -1.503393e+03 -2.107849e+03 -2.380769e+03 -1.142252e+03
## 1826 1827 1828 1829 1830
## 1.049313e+03 -2.002326e+03 -1.742915e+02 -1.639575e+03 -2.234606e+03
## 1831 1832 1833 1834 1835
## 3.862049e+03 4.134357e+03 -1.356773e+03 -1.767635e+03 -1.507441e+03
## 1836 1837 1838 1839 1840
## -2.210429e+03 -1.388358e+03 -1.516533e+03 -2.165304e+03 -1.553089e+03
## 1841 1842 1843 1844 1845
## 1.758107e+02 8.518862e+02 1.227087e+03 -7.528353e+02 3.864827e+02
## 1846 1847 1848 1849 1850
## 1.143944e+03 6.091978e+03 -1.534345e+03 -7.949190e+02 1.002526e+03
## 1851 1852 1853 1854 1855
## -2.383635e+03 -1.041489e+03 -6.639298e+02 1.248224e+03 -1.630072e+03
## 1856 1857 1858 1859 1860
## -5.736460e+02 1.279904e+03 1.053641e+03 1.703099e+03 -5.437456e+02
## 1861 1862 1863 1864 1865
## 3.819482e+03 -3.400521e+02 -8.206227e+02 3.209313e+03 4.086570e+03
## 1866 1867 1868 1869 1870
## 3.149300e+03 2.686721e+03 4.034439e+03 -1.953323e+03 -2.206665e+03
## 1871 1872 1873 1874 1875
## -5.916956e+02 3.064928e+03 -1.283137e+03 3.880705e+02 1.160206e+03
## 1876 1877 1878 1879 1880
## 1.812680e+03 8.172380e+03 -1.718174e+03 2.657686e+03 -1.302136e+03
## 1881 1882 1883 1884 1885
## -3.248269e+01 -2.237337e+03 -3.324544e+01 1.767091e+03 -1.775135e+03
## 1886 1887 1888 1889 1890
## -1.345143e+03 -3.041685e+03 -1.594377e+03 -5.179321e+02 -2.428174e+03
## 1891 1892 1893 1894 1895
## -1.433337e+03 -2.316625e+03 3.498965e+03 -1.081010e+03 -6.883114e+02
## 1896 1897 1898 1899 1900
## -1.797355e+03 -1.801506e+03 -1.888120e+03 -2.226497e+03 -8.317827e+02
## 1901 1902 1903 1904 1905
## 6.892507e+02 1.055887e+03 1.125457e+03 4.819067e+02 1.269587e+03
## 1906 1907 1908 1909 1910
## 2.791266e+03 7.770074e+03 -5.082093e+02 -3.074297e+02 -5.969177e+02
## 1911 1912 1913 1914 1915
## -8.231064e+02 1.468148e+03 -4.078239e+01 6.422183e+02 1.174725e+03
## 1916 1917 1918 1919 1920
## -9.576508e+02 -8.299168e+02 -2.551545e+02 6.332512e+02 -3.424646e+02
## 1921 1922 1923 1924 1925
## -1.096000e+03 -8.553398e+02 -1.128460e+03 2.254710e+03 2.460201e+02
## 1926 1927 1928 1929 1930
## -2.060994e+02 -2.464916e+02 -1.019149e+03 -6.613669e+02 -1.152687e+03
## 1931 1932 1933 1934 1935
## -7.971802e+02 -1.535928e+02 -1.959500e+02 1.566963e+03 -1.594287e+02
## 1936 1937 1938 1939 1940
## -4.504521e+02 -1.287847e+03 -7.741683e+02 -1.038521e+03 -2.458406e+02
## 1941 1942 1943 1944 1945
## -1.035322e+03 9.563911e+01 -7.932511e+02 1.718919e+03 -9.082632e+02
## 1946 1947 1948 1949 1950
## 2.620855e+02 2.543659e+03 -4.483385e+02 -8.030376e+02 -9.593794e+02
## 1951 1952 1953 1954 1955
## 2.590434e+03 6.520219e+02 -1.934278e+02 -3.572120e+02 -7.339572e+02
## 1956 1957 1958 1959 1960
## -1.088023e+03 -4.607375e+02 -7.144947e+02 -7.351041e+02 -1.097081e+03
## 1961 1962 1963 1964 1965
## -1.130872e+03 -6.788387e+02 1.656090e+03 -6.750390e+01 -8.691372e+02
## 1966 1967 1968 1969 1970
## -5.834248e+02 -1.095278e+03 -1.050006e+03 5.037463e+03 -3.528845e+02
## 1971 1972 1973 1974 1975
## -5.831912e+02 -8.644458e+02 -9.510709e+02 1.646650e+02 1.751789e+02
## 1976 1977 1978 1979 1980
## 1.447906e+03 9.391739e+02 6.545087e+02 1.379184e+03 -1.594034e+01
## 1981 1982 1983 1984 1985
## 1.738861e+02 -1.050889e+03 -6.753226e+02 -1.224938e+03 -4.843582e+02
## 1986 1987 1988 1989 1990
## 9.943000e+01 2.683897e+02 -1.238149e+03 -2.449247e+02 -1.003517e+03
## 1991 1992 1993 1994 1995
## -9.696828e+02 -4.924718e+02 -1.115892e+02 -1.062668e+03 -9.480381e+02
## 1996 1997 1998 1999 2000
## -1.102738e+03 3.417073e+03 -2.042567e+02 -4.044738e+02 -5.267253e+02
## 2001 2002 2003 2004 2005
## -1.707036e+02 -8.029788e+02 -1.757936e+03 -1.241100e+02 3.527486e+03
## 2006 2007 2008 2009 2010
## -2.979275e+01 2.088713e+03 -3.075156e+02 -9.263943e+02 -5.368334e+02
## 2011 2012 2013 2014 2015
## -1.749790e+03 -9.942664e+02 -1.155971e+03 -9.724826e+02 -3.009405e+02
## 2016 2017 2018 2019 2020
## -1.456054e+03 -1.627784e+03 -9.069790e+02 -7.629022e+02 -1.328664e+03
## 2021 2022 2023 2024 2025
## -1.073885e+03 -7.883883e+02 -1.028943e+03 -1.632282e+03 -7.115557e+02
## 2026 2027 2028 2029 2030
## -1.215692e+03 -1.266741e+03 -3.487027e+02 -8.822728e+02 -1.523686e+03
## 2031 2032 2033 2034 2035
## -5.882848e+02 5.786464e+02 2.226316e+03 -1.693092e+03 -1.401444e+03
## 2036 2037 2038 2039 2040
## 2.094720e+02 -1.112363e+03 -9.773292e+02 -1.495541e+03 -1.106710e+03
## 2041 2042 2043 2044 2045
## 5.133973e+03 -3.715595e+02 2.791905e+03 -1.324189e+03 -8.641364e+02
## 2046 2047 2048 2049 2050
## -1.274913e+03 -9.962216e+01 4.090489e+02 1.421221e+03 1.787536e+03
## 2051 2052 2053 2054 2055
## -5.523007e+02 -1.470470e+03 8.208432e+02 -1.288529e+03 -1.007220e+02
## 2056 2057 2058 2059 2060
## 8.483923e+02 -8.024907e+02 -1.740463e+03 -1.266268e+03 -1.202698e+03
## 2061 2062 2063 2064 2065
## -8.401112e+02 -4.433047e+02 -1.269424e+03 -1.073866e+03 1.620665e+02
## 2066 2067 2068 2069 2070
## -1.788434e+02 -3.072730e+02 -1.460443e+03 -1.025864e+03 1.380748e+03
## 2071 2072 2073 2074 2075
## -1.266625e+03 -9.535435e+02 -1.424918e+03 -1.453269e+03 -4.668267e+02
## 2076 2077 2078 2079 2080
## -1.462287e+03 2.400159e+03 -1.869254e+02 -1.210808e+03 8.454899e+02
## 2081 2082 2083 2084 2085
## 7.994672e+02 5.355052e+02 -1.132118e+03 1.064779e+03 2.157729e+03
## 2086 2087 2088 2089 2090
## -3.742240e+02 -7.658750e+02 5.729215e+02 -8.739233e+02 -1.307419e+03
## 2091 2092 2093 2094 2095
## 3.462530e+02 4.596114e+03 4.477685e+03 3.707695e+03 -8.408412e+02
## 2096 2097 2098 2099 2100
## 5.460630e+03 5.631811e+03 5.135557e+03 4.152910e+03 2.165032e+03
## 2101 2102 2103 2104 2105
## -1.454066e+03 2.520099e+03 2.018047e+03 -2.229593e+03 1.703179e+02
## 2106 2107 2108 2109 2110
## -1.619287e+03 -2.027742e+03 -6.688697e+02 1.318719e+03 4.127098e+03
## 2111 2112 2113 2114 2115
## 4.002845e+02 1.782064e+03 -1.646983e+03 -8.309394e+02 -1.826040e+03
## 2116 2117 2118 2119 2120
## -3.527303e+02 -1.753882e+03 -1.541753e+03 -1.946999e+03 1.106048e+03
## 2121 2122 2123 2124 2125
## -8.345021e+02 -1.992999e+03 -3.277113e+02 4.226781e+03 -1.626955e+03
## 2126 2127 2128 2129 2130
## 1.147008e+03 1.012942e+03 1.260083e+03 -1.886017e+03 -9.146692e+02
## 2131 2132 2133 2134 2135
## -7.897432e+02 -2.080716e+03 4.256051e+02 -3.864589e+02 -1.762174e+03
## 2136 2137 2138 2139 2140
## -1.564037e+03 5.395531e+03 1.253818e+03 1.175707e+03 7.324651e+03
## 2141 2142 2143 2144 2145
## -1.344626e+03 -5.595806e+02 -2.059953e+03 -4.633463e+02 4.489447e+03
## 2146 2147 2148 2149 2150
## 2.338803e+03 -1.676512e+03 8.508551e+02 -2.109511e+03 -1.826328e+01
## 2151 2152 2153 2154 2155
## 2.505985e+03 -1.876811e+03 -2.257995e+03 -2.057897e+03 6.326527e+02
## 2156 2157 2158 2159 2160
## -5.385875e+01 -1.990074e+03 -1.401180e+03 -1.851528e+03 9.584535e+02
## 2161 2162 2163 2164 2165
## 1.603904e+03 1.371472e+03 -1.694259e+03 -2.173434e+03 2.794152e+02
## 2166 2167 2168 2169 2170
## -1.741780e+02 2.899749e+02 1.441933e+03 1.623406e+03 -2.155944e+03
## 2171 2172 2173 2174 2175
## 5.557895e+01 -1.768758e+01 5.780061e+03 1.645846e+03 -2.168150e+03
## 2176 2177 2178 2179 2180
## -1.860785e+02 1.352690e+03 -1.896659e+03 -1.111436e+03 -2.037125e+03
## 2181 2182 2183 2184 2185
## 3.410739e+02 4.821061e+03 -4.990399e+02 -9.313057e+02 2.573128e+03
## 2186 2187 2188 2189 2190
## 1.693273e+03 1.443952e+03 -1.399897e+03 -9.482027e+02 -2.322576e+03
## 2191 2192 2193 2194 2195
## 1.152647e+03 -1.490689e+03 3.856256e+03 -1.422743e+03 2.909774e+03
## 2196 2197 2198 2199 2200
## -1.683839e+03 -1.879902e+03 -2.264688e+03 -1.137203e+03 -1.295408e+03
##
##
## Model with interaction term: Rainfall
##
## Call:
## lm(formula = formula, data = data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -5396 -1487 -697 710 114543
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) -3487.0341 8110.0157 -0.430 0.667
## factor(Crop)Banana 6409.6054 8103.8402 0.791 0.429
## factor(Crop)Blackgram 9310.0133 9516.5613 0.978 0.328
## factor(Crop)ChickPea 5554.5547 7696.8466 0.722 0.471
## factor(Crop)Coconut 8627.8749 7663.3756 1.126 0.260
## factor(Crop)Coffee 4730.3193 7616.8315 0.621 0.535
## factor(Crop)Cotton 2474.0127 7958.3697 0.311 0.756
## factor(Crop)Grapes -2550.3438 10347.5316 -0.246 0.805
## factor(Crop)Jute 1807.9995 8287.7735 0.218 0.827
## factor(Crop)KidneyBeans 6832.6216 7672.2396 0.891 0.373
## factor(Crop)Lentil 9425.6327 8033.1294 1.173 0.241
## factor(Crop)Maize 5662.3855 7716.5245 0.734 0.463
## factor(Crop)Mango 12757.6292 12654.8315 1.008 0.314
## factor(Crop)MothBeans 6353.9335 7596.8712 0.836 0.403
## factor(Crop)MungBean 6631.0046 7881.9461 0.841 0.400
## factor(Crop)Muskmelon 4511.6012 7721.8684 0.584 0.559
## factor(Crop)Orange 2117.4162 10521.3251 0.201 0.841
## factor(Crop)Papaya 4817.8166 7019.9902 0.686 0.493
## factor(Crop)PigeonPeas 8182.9305 7629.4926 1.073 0.284
## factor(Crop)Pomegranate -5937.3842 15390.7816 -0.386 0.700
## factor(Crop)Rice 3650.5124 7614.3695 0.479 0.632
## factor(Crop)Watermelon 4558.2150 7731.8228 0.590 0.556
## Rainfall 7.4649 51.0893 0.146 0.884
## Nitrogen -0.7097 6.5122 -0.109 0.913
## Phosphorus -1.4503 10.3086 -0.141 0.888
## Potassium 23.6959 24.8297 0.954 0.340
## Temperature -33.7557 21.6000 -1.563 0.118
## Humidity -0.8175 19.3265 -0.042 0.966
## pH_Value 111.7397 126.5076 0.883 0.377
## factor(Crop)Banana:Rainfall -19.1274 64.0881 -0.298 0.765
## factor(Crop)Blackgram:Rainfall -62.7553 100.6531 -0.623 0.533
## factor(Crop)ChickPea:Rainfall -25.8545 68.4963 -0.377 0.706
## factor(Crop)Coconut:Rainfall -24.1978 52.5642 -0.460 0.645
## factor(Crop)Coffee:Rainfall -1.4473 52.9796 -0.027 0.978
## factor(Crop)Cotton:Rainfall 20.0711 60.4618 0.332 0.740
## factor(Crop)Grapes:Rainfall 57.8007 133.5045 0.433 0.665
## factor(Crop)Jute:Rainfall 8.5553 56.4728 0.151 0.880
## factor(Crop)KidneyBeans:Rainfall -12.1155 52.9167 -0.229 0.819
## factor(Crop)Lentil:Rainfall -98.3413 82.2254 -1.196 0.232
## factor(Crop)Maize:Rainfall -7.7461 56.1854 -0.138 0.890
## factor(Crop)Mango:Rainfall -89.0383 120.0614 -0.742 0.458
## factor(Crop)MothBeans:Rainfall -3.8522 57.5786 -0.067 0.947
## factor(Crop)MungBean:Rainfall -18.4531 72.2596 -0.255 0.798
## factor(Crop)Muskmelon:Rainfall 44.1306 140.3732 0.314 0.753
## factor(Crop)Orange:Rainfall 16.2624 81.6158 0.199 0.842
## factor(Crop)Papaya:Rainfall -6.4406 51.3943 -0.125 0.900
## factor(Crop)PigeonPeas:Rainfall -3.8738 52.2527 -0.074 0.941
## factor(Crop)Pomegranate:Rainfall 104.6903 135.4360 0.773 0.440
## factor(Crop)Rice:Rainfall 8.9341 52.1837 0.171 0.864
## factor(Crop)Watermelon:Rainfall 32.1316 80.2367 0.400 0.689
##
## Residual standard error: 3608 on 2150 degrees of freedom
## Multiple R-squared: 0.07569, Adjusted R-squared: 0.05462
## F-statistic: 3.593 on 49 and 2150 DF, p-value: 1.989e-15
##
##
## Residuals:
## 1 2 3 4 5
## 2.659639e+03 3.065990e+02 1.555253e+03 2.188990e+03 1.145431e+05
## 6 7 8 9 10
## -1.617031e+03 2.312446e+03 1.677373e+03 5.447279e+03 6.584643e+03
## 11 12 13 14 15
## 4.050856e+03 5.084003e+02 6.688485e+02 -8.103900e+02 -1.182086e+03
## 16 17 18 19 20
## -4.046619e+03 -5.158359e+03 -3.504763e+03 1.490807e+02 -3.664968e+03
## 21 22 23 24 25
## -1.914337e+03 -2.754321e+03 2.634475e+03 -2.407370e+03 -1.741786e+03
## 26 27 28 29 30
## 1.217135e+03 -4.371989e+03 -4.307989e+03 -4.606973e+03 -2.912470e+03
## 31 32 33 34 35
## -3.871853e+03 -7.254382e+01 -2.923638e+03 -2.261945e+03 -2.388317e+03
## 36 37 38 39 40
## -2.755058e+02 -4.051797e+03 -4.668298e+03 -5.396012e+03 -4.131067e+03
## 41 42 43 44 45
## -3.722760e+03 2.010882e+02 2.394006e+03 -2.918229e+03 -2.930259e+03
## 46 47 48 49 50
## -1.339935e+03 5.662085e+02 -2.292456e+03 -2.118195e+03 -2.148108e+02
## 51 52 53 54 55
## 2.174321e+03 1.819080e+03 -2.963268e+03 -4.051413e+03 -2.037654e+03
## 56 57 58 59 60
## -2.669221e+03 1.140744e+03 -3.979969e+03 -3.698988e+03 -4.328732e+03
## 61 62 63 64 65
## -3.167132e+03 -2.834253e+03 -1.008338e+03 -2.748631e+03 -4.155270e+03
## 66 67 68 69 70
## -3.040377e+03 -3.095477e+03 -3.578224e+03 -9.304828e+02 -3.718264e+03
## 71 72 73 74 75
## -2.031962e+03 6.392073e+02 -4.849769e+03 -3.521077e+03 -2.935727e+03
## 76 77 78 79 80
## -1.727085e+03 -3.798799e+03 4.371845e+02 -1.435795e+03 -1.448526e+03
## 81 82 83 84 85
## 4.577268e+02 -2.297395e+03 -2.977235e+03 -2.262138e+03 6.442580e+02
## 86 87 88 89 90
## 1.487136e+04 1.761498e+04 1.669430e+04 -3.020001e+03 -3.600047e+03
## 91 92 93 94 95
## -4.201825e+03 -3.253611e+03 -2.887246e+03 -2.822968e+03 -2.939249e+03
## 96 97 98 99 100
## 7.505748e+02 -2.266269e+03 -3.845904e+03 -3.286294e+03 -2.915432e+03
## 101 102 103 104 105
## 3.718059e+02 -1.452333e+03 -1.206773e+03 -1.710698e+03 9.004179e+02
## 106 107 108 109 110
## -1.488945e+02 1.295390e+03 6.156575e+02 3.743961e+03 6.508396e+02
## 111 112 113 114 115
## -8.424097e+02 1.353937e+03 -1.570588e+03 -1.162457e+03 -9.643992e+02
## 116 117 118 119 120
## 8.931401e+02 -7.802347e+02 2.252877e+02 5.710434e+02 6.383968e+02
## 121 122 123 124 125
## -9.182505e+02 1.694681e+03 -1.931580e+03 -1.031337e+03 2.760021e+03
## 126 127 128 129 130
## 2.328022e+03 -3.547264e+02 -7.285744e+02 -4.453613e+02 -4.968473e+02
## 131 132 133 134 135
## -7.015175e+02 -1.139591e+03 -1.366168e+03 -1.313505e+03 -1.109021e+03
## 136 137 138 139 140
## 1.447090e+03 -1.198999e+03 4.413306e+02 -8.149787e+02 5.870489e+02
## 141 142 143 144 145
## 9.172455e+02 -9.506023e+02 1.379326e+03 -9.827141e+02 4.090647e+02
## 146 147 148 149 150
## -1.043270e+03 8.259387e+02 6.831480e+02 -9.706133e+02 2.517911e+03
## 151 152 153 154 155
## -1.452089e+03 -1.800932e+03 -1.586936e+03 -2.581891e+02 2.809896e+02
## 156 157 158 159 160
## -4.660356e+02 2.815720e+03 1.060613e+03 -8.716215e+02 5.106226e+02
## 161 162 163 164 165
## 4.607420e+02 -1.168226e+03 -1.084809e+03 3.098943e+03 3.007929e+03
## 166 167 168 169 170
## 2.937251e+03 2.842146e+03 1.420399e+03 1.325688e+03 -6.368380e+02
## 171 172 173 174 175
## -1.679399e+03 -1.626344e+03 -1.051245e+03 7.316350e+02 7.670216e+02
## 176 177 178 179 180
## -4.223324e+02 -1.126619e+03 -7.989435e+02 3.947981e+03 5.925993e+02
## 181 182 183 184 185
## -3.282880e+02 -1.546200e+03 1.548542e+03 -1.357860e+03 -1.007011e+03
## 186 187 188 189 190
## -1.616381e+03 -1.505844e+03 -7.668598e+02 7.965150e+02 -1.799122e+03
## 191 192 193 194 195
## -1.458414e+03 -1.556663e+03 -1.732355e+03 -7.240340e+02 2.002411e+02
## 196 197 198 199 200
## -8.640895e+02 -1.092910e+03 3.356901e+03 -1.181765e+03 2.951615e+03
## 201 202 203 204 205
## 4.962182e+02 4.153826e+02 2.370278e+02 -1.698411e+03 -6.699469e+02
## 206 207 208 209 210
## 8.798209e+02 5.472251e+03 1.361466e+03 2.625942e+03 -1.207160e+03
## 211 212 213 214 215
## -1.331924e+03 -1.253555e+03 -1.249431e+03 -2.458434e+03 -2.000967e+03
## 216 217 218 219 220
## -1.978716e+03 2.434811e+03 -2.171390e+03 -2.260815e+03 -1.136926e+02
## 221 222 223 224 225
## 1.160228e+03 5.312093e+02 -1.187502e+03 -3.995446e+02 -1.923785e+03
## 226 227 228 229 230
## 1.925039e+03 -1.961681e+03 -1.489159e+03 -9.238686e+02 4.426698e+02
## 231 232 233 234 235
## 3.221205e+02 -2.069671e+03 -2.143102e+03 -1.231380e+03 -9.263725e+02
## 236 237 238 239 240
## 1.246578e+03 -1.519340e+03 -3.343483e+02 -7.060663e+02 -8.854036e+02
## 241 242 243 244 245
## 1.581769e+03 -1.933437e+03 -2.004223e+03 -2.068552e+03 -7.677607e+02
## 246 247 248 249 250
## -9.489730e+02 -2.393569e+03 5.698239e+03 -6.193029e+02 -1.064374e+03
## 251 252 253 254 255
## 3.479675e+03 -1.905501e+03 9.243223e+02 3.632865e+02 6.769657e+03
## 256 257 258 259 260
## 3.366114e+02 -1.023418e+03 7.839373e+02 2.201349e+03 -1.875137e+03
## 261 262 263 264 265
## -1.803358e+03 -8.748553e+02 -1.630412e+03 -8.443015e+02 -1.346253e+03
## 266 267 268 269 270
## -7.003359e+02 5.125148e+03 1.261775e+02 9.645063e+01 -2.011185e+03
## 271 272 273 274 275
## 1.931167e+03 -1.685330e+03 -1.455730e+03 -1.525855e+02 -1.947123e+02
## 276 277 278 279 280
## -8.878888e+02 5.229595e+03 -1.753405e+03 -2.194484e+03 -1.154481e+03
## 281 282 283 284 285
## -6.068837e+02 2.293224e+03 -2.099661e+02 1.717372e+03 -1.003359e+02
## 286 287 288 289 290
## -1.003720e+03 -2.194104e+03 1.518285e+03 -1.943683e+03 -1.110971e+03
## 291 292 293 294 295
## -6.959654e+02 1.441307e+03 6.068944e+03 1.921753e+03 3.684843e+03
## 296 297 298 299 300
## -1.333949e+03 1.178607e+03 6.664419e+03 -1.295619e+03 1.197526e+03
## 301 302 303 304 305
## -2.535318e+03 1.738808e+02 -8.725300e+02 -1.388414e+03 -1.022507e+03
## 306 307 308 309 310
## 1.114290e+03 -2.674238e+03 -2.552572e+03 -2.077315e+03 -6.995103e+02
## 311 312 313 314 315
## 4.896822e+03 -8.128663e+02 3.586366e+03 -4.760517e+01 -9.720222e+02
## 316 317 318 319 320
## -2.529798e+03 1.502893e+03 -2.250570e+03 -1.974483e+03 2.439342e+03
## 321 322 323 324 325
## 2.266073e+03 5.840359e+03 3.660850e+03 1.759402e+03 1.294729e+03
## 326 327 328 329 330
## -7.955670e+02 2.241689e+03 1.666624e+04 2.193765e+03 -2.208809e+03
## 331 332 333 334 335
## 1.242596e+03 -6.335928e+02 -1.504758e+03 9.163810e+02 4.256045e+03
## 336 337 338 339 340
## -2.271288e+03 -1.282801e+03 -2.355525e+03 -1.632547e+03 -1.093102e+03
## 341 342 343 344 345
## -1.957210e+03 -4.915545e+02 2.513193e+03 -6.598118e+02 -7.237573e+02
## 346 347 348 349 350
## -2.289201e+03 2.669096e+03 -2.111528e+03 -1.596750e+03 -1.704705e+03
## 351 352 353 354 355
## 1.634172e+03 1.888622e+03 1.848988e+03 6.496003e+03 4.217302e+03
## 356 357 358 359 360
## 3.183999e+03 2.784849e+03 -4.393667e+02 3.491901e+03 -1.979982e+03
## 361 362 363 364 365
## -2.770829e+02 -5.460902e+02 -1.639276e+03 -1.293350e+03 -2.540934e+03
## 366 367 368 369 370
## -2.152584e+03 -1.040367e+03 -6.072000e+02 -1.878752e+03 -1.523365e+03
## 371 372 373 374 375
## -1.875890e+03 5.984016e+02 -1.488221e+03 3.363306e+02 4.601157e+02
## 376 377 378 379 380
## -2.179883e+03 -2.063821e+03 -1.739101e+03 2.125292e+03 -1.290024e+03
## 381 382 383 384 385
## -9.782541e+01 2.439451e+03 -8.649283e+01 9.692819e+02 -1.248242e+03
## 386 387 388 389 390
## -1.448032e+03 3.323784e+01 -1.405379e+03 4.298310e+02 -1.565040e+03
## 391 392 393 394 395
## -1.848616e+03 -7.740560e+02 -2.544899e+03 -1.501380e+03 -2.304843e+02
## 396 397 398 399 400
## -1.844875e+03 -1.846975e+03 4.168778e+02 -1.763415e+03 -2.105411e+03
## 401 402 403 404 405
## -1.992612e+03 -4.007087e+03 -4.716117e+03 -1.596427e+03 -4.535868e+03
## 406 407 408 409 410
## -4.689140e+03 3.913993e+03 -3.357385e+03 6.015755e+03 -3.884720e+03
## 411 412 413 414 415
## -5.828703e+02 -2.398681e+03 -2.861176e+03 -1.099829e+03 -2.693020e+03
## 416 417 418 419 420
## -3.749153e+03 -1.623779e+03 -3.268260e+03 -1.080331e+03 -7.501784e+02
## 421 422 423 424 425
## -4.460779e+03 5.626964e+02 -2.164436e+03 -1.068950e+03 -3.554286e+03
## 426 427 428 429 430
## -1.884833e+03 -4.297882e+03 -1.150093e+03 -1.746335e+03 -1.462710e+03
## 431 432 433 434 435
## -1.470246e+03 -1.897839e+03 3.386236e+03 -1.825286e+03 -3.314798e+03
## 436 437 438 439 440
## -3.156154e+03 -3.144285e+03 -1.847345e+03 -3.252418e+03 -2.056917e+02
## 441 442 443 444 445
## -2.828376e+03 -8.754281e+02 -2.444714e+03 -3.385283e+03 1.426149e+04
## 446 447 448 449 450
## 2.405563e+04 -2.398590e+03 1.272263e+04 5.050142e+03 7.222156e+03
## 451 452 453 454 455
## -4.046857e+03 1.599389e+04 -2.754205e+03 -2.093697e+03 6.164053e+00
## 456 457 458 459 460
## 5.073810e+03 5.117647e+03 -3.362022e+03 -3.997929e+03 -2.978096e+03
## 461 462 463 464 465
## 2.698110e+04 -4.167365e+03 -2.517338e+03 1.633539e+04 -2.326907e+03
## 466 467 468 469 470
## -1.092249e+03 -3.203940e+03 1.176228e+03 9.427946e+02 -3.834214e+03
## 471 472 473 474 475
## -1.455164e+03 -2.756331e+03 -2.746372e+03 -1.865489e+03 4.626079e+03
## 476 477 478 479 480
## 2.691203e+01 -2.606070e+03 1.292185e+03 3.347736e+03 -1.949116e+02
## 481 482 483 484 485
## -5.457176e+02 -1.089218e+03 -2.939730e+03 2.243005e+04 -2.544824e+03
## 486 487 488 489 490
## -2.931681e+03 -3.164679e+02 -1.813736e+03 -2.424412e+03 -2.266017e+03
## 491 492 493 494 495
## -3.648957e+03 -8.902114e+02 7.373771e+01 9.425835e+02 -2.156131e+03
## 496 497 498 499 500
## 5.062682e+02 -6.604017e+02 -3.119697e+03 -2.407405e+03 -1.586150e+03
## 501 502 503 504 505
## 3.344126e+03 -1.666895e+03 -1.805608e+03 2.150129e+03 4.084830e+02
## 506 507 508 509 510
## 1.073540e+03 1.704134e+02 -1.687457e+03 -2.166623e+03 -1.090241e+03
## 511 512 513 514 515
## 1.173659e+03 -1.569366e+03 1.467433e+03 1.015171e+03 1.548588e+03
## 516 517 518 519 520
## 3.187891e+02 3.615262e+03 9.363082e+02 -2.980126e+02 -1.716424e+03
## 521 522 523 524 525
## 2.513926e+03 1.224694e+03 6.728592e+03 3.798583e+02 1.495725e+02
## 526 527 528 529 530
## 5.518196e+03 -9.268400e+02 -6.409855e+02 -1.028224e+03 -1.539737e+03
## 531 532 533 534 535
## 4.234839e+02 -9.242136e+02 -5.906803e+02 -5.240573e+02 1.421164e+02
## 536 537 538 539 540
## -5.261140e+02 -1.509133e+03 -3.098319e+02 3.308908e+02 4.527854e+02
## 541 542 543 544 545
## 1.982787e+03 -1.028738e+03 2.623946e+03 -9.229669e+02 5.436578e+03
## 546 547 548 549 550
## 5.314005e+02 -5.789605e+01 8.360862e+00 4.679372e+02 -1.726005e+03
## 551 552 553 554 555
## -8.083890e+02 -2.359371e+03 -1.538411e+03 -9.050131e+02 -1.055331e+03
## 556 557 558 559 560
## 8.869990e+02 -1.510636e+03 3.230814e+02 -1.558094e+03 2.084791e+02
## 561 562 563 564 565
## -1.229918e+03 -1.403296e+03 -1.213344e+03 -1.636978e+02 -1.522366e+02
## 566 567 568 569 570
## -1.341901e+03 -1.205593e+03 -2.073722e+03 -1.418066e+03 -1.015483e+03
## 571 572 573 574 575
## -5.290599e+01 -2.057706e+03 2.747717e+03 -3.230864e+02 3.840914e+03
## 576 577 578 579 580
## 6.030901e+03 2.108703e+01 8.326150e+02 -2.042228e+03 2.892489e+03
## 581 582 583 584 585
## -6.923702e+02 -1.755760e+03 -1.280037e+03 -2.294360e+03 -1.706767e+03
## 586 587 588 589 590
## -1.224869e+03 1.129465e+03 -1.263343e+03 -9.803168e+02 -1.268243e+02
## 591 592 593 594 595
## -1.767024e+03 -6.314840e+02 4.051184e+02 1.751230e+02 4.923232e+01
## 596 597 598 599 600
## -1.318815e+03 -1.080945e+03 -2.935242e+02 5.251233e+02 -1.044537e+02
## 601 602 603 604 605
## 5.471716e+03 -7.711099e+02 -5.656142e+02 -8.809690e+02 -4.822325e+01
## 606 607 608 609 610
## -1.169428e+03 -8.014486e+02 -3.625341e+02 -6.470414e+02 -6.048945e+02
## 611 612 613 614 615
## 3.331293e+03 3.531923e+03 1.743890e+02 5.719428e+02 1.174392e+03
## 616 617 618 619 620
## -4.612652e+02 -3.636985e+02 3.617162e+02 9.056771e+02 2.133595e+02
## 621 622 623 624 625
## 1.260395e+03 9.286136e+02 -6.387189e+02 -3.159639e+02 -5.148201e+01
## 626 627 628 629 630
## 1.170995e+03 6.690338e+02 1.450520e+03 -7.866276e+02 7.939795e+02
## 631 632 633 634 635
## -4.185848e+01 -4.290395e+02 1.004364e+02 1.089828e+03 -9.293795e+02
## 636 637 638 639 640
## -1.849563e+03 9.358513e+02 -5.664419e+02 -3.393881e+02 9.703956e+02
## 641 642 643 644 645
## -1.323416e+03 -1.865909e+02 -4.212524e+02 -2.472288e+01 -1.281051e+03
## 646 647 648 649 650
## 3.952585e+02 4.169308e+03 1.206215e+03 2.579444e+02 -1.679524e+03
## 651 652 653 654 655
## -1.343140e+03 -1.631934e+03 -4.599968e+02 -7.489923e+02 -1.191324e+03
## 656 657 658 659 660
## 1.123822e+03 8.491649e+02 6.321254e+02 -1.121121e+03 -1.058706e+03
## 661 662 663 664 665
## -1.526276e+03 4.729272e+02 -2.258829e+02 6.478932e+02 1.086953e+03
## 666 667 668 669 670
## 7.576256e+02 -7.549758e+02 -1.368305e+03 -1.580376e+03 6.036997e+02
## 671 672 673 674 675
## 1.086289e+03 -1.231070e+03 8.535454e+02 2.379057e+03 3.156900e+03
## 676 677 678 679 680
## 2.047749e+02 1.147971e+03 1.376404e+03 5.388848e+03 -9.471186e+02
## 681 682 683 684 685
## -2.825623e+02 -1.061407e+03 -2.007085e+03 -1.880773e+03 -1.998818e+03
## 686 687 688 689 690
## -1.949118e+03 -1.995074e+03 -2.002697e+03 -1.675417e+03 -6.285150e+02
## 691 692 693 694 695
## -1.370764e+03 6.380302e+02 -7.883276e+02 -6.672904e+02 -2.007612e+03
## 696 697 698 699 700
## -1.808776e+03 6.612906e+02 1.354821e+03 -1.403732e+03 7.011076e+02
## 701 702 703 704 705
## 1.647440e+02 -8.786386e+02 -5.340337e+02 -1.530976e+02 -4.877360e+02
## 706 707 708 709 710
## -9.654245e+02 -6.084364e+02 3.437101e+03 3.865422e+02 1.885895e+03
## 711 712 713 714 715
## -1.018352e+03 -1.755687e+03 -8.307189e+02 -9.911064e+02 -4.114407e+02
## 716 717 718 719 720
## -1.029876e+02 -7.348089e+02 -1.500478e+03 -1.644417e+03 -2.510656e+02
## 721 722 723 724 725
## 1.529270e+03 -1.470707e+03 -7.912999e+02 -1.566677e+03 -2.153547e+03
## 726 727 728 729 730
## -1.837342e+03 1.518172e+03 2.952948e+03 -8.865401e+02 2.243641e+03
## 731 732 733 734 735
## 3.006968e+03 -5.996503e+02 -1.584393e+03 7.621329e+03 -3.762133e+02
## 736 737 738 739 740
## -1.234481e+03 -1.034888e+03 5.229052e+02 2.509205e+03 2.048600e+03
## 741 742 743 744 745
## 2.288050e+03 -2.168729e+03 -4.408298e+02 -1.962479e+03 -1.929802e+03
## 746 747 748 749 750
## -1.544755e+03 -2.508239e+03 3.159605e+03 1.417251e+03 3.489002e+03
## 751 752 753 754 755
## -9.977203e+01 1.951596e+03 1.544466e+03 2.880615e+03 -5.459597e+02
## 756 757 758 759 760
## -1.465302e+03 5.686315e+03 1.214767e+03 -1.267509e+03 7.693081e+01
## 761 762 763 764 765
## 1.824626e+03 -7.301155e+02 -4.674678e+02 -1.129766e+03 -8.516367e+02
## 766 767 768 769 770
## -1.378657e+03 -2.780423e+02 5.077691e+02 -1.757754e+03 -2.104940e+02
## 771 772 773 774 775
## 1.144590e+03 -7.472124e+02 -4.226337e+02 2.112551e+03 1.036393e+03
## 776 777 778 779 780
## 1.031181e+03 2.855471e+03 1.077838e+03 -7.007457e+02 -8.317417e+02
## 781 782 783 784 785
## 1.352017e+02 -2.305227e+03 -1.472813e+03 -2.432500e+03 2.598348e+02
## 786 787 788 789 790
## 5.600885e+03 -1.591534e+02 -7.448843e+02 -1.151254e+03 -2.856258e+02
## 791 792 793 794 795
## -1.918298e+03 -2.427186e+03 8.190973e+02 -3.404765e+02 -1.643603e+03
## 796 797 798 799 800
## -5.549970e+02 -1.366639e+03 -1.803071e+03 -1.425443e+03 -2.066373e+03
## 801 802 803 804 805
## 2.928243e+03 2.738001e+03 -3.250459e+02 -1.512005e+02 -1.070752e+03
## 806 807 808 809 810
## -2.997196e+02 -1.560211e+03 1.545760e+03 -3.562546e+01 1.656026e+03
## 811 812 813 814 815
## 2.121924e+02 -1.454497e+03 -2.267392e+03 -1.480427e+03 -2.241287e+03
## 816 817 818 819 820
## 1.369386e+03 -1.777205e+03 -1.628422e+03 4.842870e+03 -1.652617e+03
## 821 822 823 824 825
## -5.059826e+02 -1.299051e+03 -1.212978e+03 -1.028770e+03 -2.444687e+03
## 826 827 828 829 830
## 6.208102e+02 -1.742804e+03 -1.254790e+03 -9.073982e+02 -1.438632e+03
## 831 832 833 834 835
## -1.927765e+03 -2.896378e+02 1.315053e+03 -8.657133e+02 1.572305e+02
## 836 837 838 839 840
## 2.296440e+01 -3.593459e+02 -3.562475e+02 -1.745350e+03 2.220822e+03
## 841 842 843 844 845
## -1.413007e+03 -1.198897e+03 -1.955471e+03 -1.557476e+03 -3.715695e+02
## 846 847 848 849 850
## 5.366146e+03 -1.987270e+03 6.395670e+02 2.336721e+03 8.592730e+02
## 851 852 853 854 855
## -1.252230e+03 -2.244654e+03 -7.778441e+02 -5.842973e+01 -9.429433e+02
## 856 857 858 859 860
## -1.330021e+02 6.971903e+02 -2.737836e+03 -8.528352e+02 2.589673e+02
## 861 862 863 864 865
## 2.006716e+03 4.123815e+03 -2.586579e+02 1.873711e+03 2.876057e+03
## 866 867 868 869 870
## -1.262385e+03 -1.477657e+03 -7.846021e+01 1.498208e+02 -1.177862e+03
## 871 872 873 874 875
## 2.097876e+03 -1.626765e+03 -1.979258e+02 -7.963219e+02 -1.598208e+03
## 876 877 878 879 880
## -8.690345e+02 -1.466389e+03 1.599551e+03 1.169736e+03 -9.489730e+02
## 881 882 883 884 885
## -1.637317e+03 2.075245e+02 3.634867e+03 -2.230493e+03 1.322279e+03
## 886 887 888 889 890
## -9.927526e+02 -6.735489e+02 1.155795e+03 7.183816e+03 -1.556722e+03
## 891 892 893 894 895
## 1.002680e+03 3.149856e+03 5.154490e+03 5.955471e+02 4.825085e+02
## 896 897 898 899 900
## -5.357391e+02 1.018169e+03 4.980858e+02 -4.308211e+02 -4.670743e+02
## 901 902 903 904 905
## 9.544471e+03 3.370692e+01 4.461910e+03 -1.135945e+03 -2.227330e+03
## 906 907 908 909 910
## 2.714941e+00 4.319990e+02 -1.839861e+03 -1.156147e+03 1.139714e+04
## 911 912 913 914 915
## 2.597446e+03 4.970534e+03 -9.698372e+02 -5.743484e+02 -2.364002e+03
## 916 917 918 919 920
## 3.553139e+02 2.771665e+02 5.069314e+03 -2.021404e+03 -1.238692e+03
## 921 922 923 924 925
## 1.107126e+04 -1.033529e+03 3.457852e+03 -7.527668e+02 -1.702716e+03
## 926 927 928 929 930
## -2.190439e+03 6.600468e+02 8.349223e+01 7.154830e+03 -1.821144e+03
## 931 932 933 934 935
## -8.824348e+02 9.996172e+03 2.233500e+03 3.510102e+03 -1.067157e+03
## 936 937 938 939 940
## -1.322672e+03 -2.843114e+03 8.984419e+02 -5.182297e+02 9.710622e+03
## 941 942 943 944 945
## 4.477500e+02 2.333772e+04 2.644563e+03 3.139891e+02 -1.389581e+03
## 946 947 948 949 950
## -2.015987e+03 8.794267e+02 -1.606244e+03 -2.024671e+03 -1.596863e+03
## 951 952 953 954 955
## -1.724894e+03 -2.780099e+03 -3.166191e+03 -3.169099e+03 -1.621119e+03
## 956 957 958 959 960
## -3.025015e+03 2.182426e+03 3.653584e+03 -2.352598e+03 -2.510622e+03
## 961 962 963 964 965
## -2.363355e+03 -1.571409e+03 -9.058182e+02 -2.707667e+03 -2.125940e+03
## 966 967 968 969 970
## -3.054705e+02 -1.354000e+03 -5.013864e+00 1.127305e+03 -1.848258e+03
## 971 972 973 974 975
## -1.238891e+03 -1.773247e+03 -2.774606e+03 -2.026744e+03 -2.973162e+03
## 976 977 978 979 980
## -4.824032e+01 -9.072244e+02 -3.073150e+03 -2.241533e+03 -4.415629e+02
## 981 982 983 984 985
## -8.216807e+02 -1.687213e+03 -1.764352e+03 -1.903650e+03 -2.014331e+03
## 986 987 988 989 990
## -1.401830e+02 -2.850225e+03 -2.427209e+03 -2.886445e+03 -1.727929e+02
## 991 992 993 994 995
## -3.769916e+02 -3.022947e+03 -2.561978e+03 -1.467477e+03 1.753882e+02
## 996 997 998 999 1000
## -2.734148e+03 -1.630607e+03 -2.934508e+03 -1.396619e+03 -2.556789e+03
## 1001 1002 1003 1004 1005
## 4.137416e+03 5.120920e+03 -1.053164e+03 -1.887176e+03 -1.466993e+03
## 1006 1007 1008 1009 1010
## -1.277484e+03 -1.801703e+03 -1.201841e+03 -3.962821e+02 -1.005522e+03
## 1011 1012 1013 1014 1015
## 1.590080e+03 1.495315e+03 6.829286e+03 6.504700e+03 -3.315745e+02
## 1016 1017 1018 1019 1020
## -1.606494e+03 1.805116e+03 -1.255775e+03 -1.308481e+03 1.843035e+03
## 1021 1022 1023 1024 1025
## 1.682998e+03 -9.916877e+02 -1.099378e+03 5.655537e+03 5.618054e+03
## 1026 1027 1028 1029 1030
## 5.601051e+03 -6.145997e+02 -1.514849e+03 6.249237e+02 1.807533e+03
## 1031 1032 1033 1034 1035
## -1.144056e+03 3.997970e+02 1.317227e+03 -1.693951e+03 -1.435179e+03
## 1036 1037 1038 1039 1040
## -1.607005e+03 -1.433583e+03 6.520507e+03 -4.876842e+02 -5.964124e+02
## 1041 1042 1043 1044 1045
## -7.447949e+02 -6.989282e+02 -4.406045e+02 7.635670e+03 -1.485174e+03
## 1046 1047 1048 1049 1050
## -1.379169e+03 -1.596781e+03 -1.485065e+03 -1.798097e+03 -1.601980e+03
## 1051 1052 1053 1054 1055
## -8.727096e+02 -2.317318e+03 -8.775368e+02 -1.958085e+03 -1.446477e+03
## 1056 1057 1058 1059 1060
## -1.298290e+03 -1.564984e+03 -1.708171e+03 -1.648761e+03 -1.757956e+03
## 1061 1062 1063 1064 1065
## -1.410395e+03 -1.679164e+03 -2.112183e+03 -1.716215e+03 -8.117015e+02
## 1066 1067 1068 1069 1070
## -3.538674e+02 -9.677847e+02 -3.511320e+02 -1.628376e+03 7.943660e+02
## 1071 1072 1073 1074 1075
## -1.834828e+03 -1.601301e+03 -1.558781e+02 -9.516740e+02 5.329944e+03
## 1076 1077 1078 1079 1080
## 2.562234e+03 2.805075e+02 2.292084e+03 -5.146792e+02 -1.065437e+03
## 1081 1082 1083 1084 1085
## -1.819283e+03 -1.540165e+03 -1.017483e+03 -2.042465e+03 -1.830860e+03
## 1086 1087 1088 1089 1090
## -1.923931e+03 -5.783169e+02 -1.672311e+02 2.657046e+03 -4.057181e+02
## 1091 1092 1093 1094 1095
## -1.866169e+03 1.508076e+03 -1.681636e+03 -1.574380e+03 -1.308510e+03
## 1096 1097 1098 1099 1100
## 1.471146e+01 1.587234e+03 4.474888e+03 2.301279e+03 -1.189013e+03
## 1101 1102 1103 1104 1105
## -1.324206e+03 2.516993e+02 -1.225251e+03 -1.104137e+03 -1.039931e+03
## 1106 1107 1108 1109 1110
## 9.484414e+02 -1.170579e+03 -1.544633e+03 -1.323260e+03 -1.134806e+03
## 1111 1112 1113 1114 1115
## -9.465836e+02 -8.851123e+02 -1.387971e+03 -2.044546e+03 -7.336935e+02
## 1116 1117 1118 1119 1120
## -1.186016e+03 -1.271498e+03 -8.168755e+02 -1.166375e+03 -7.830788e+02
## 1121 1122 1123 1124 1125
## -5.922841e+02 -9.466295e+02 1.097599e+03 -3.700510e+02 -3.206561e+02
## 1126 1127 1128 1129 1130
## -1.623872e+03 -4.975029e+02 -1.581340e+03 -9.002143e+02 -1.028731e+03
## 1131 1132 1133 1134 1135
## -5.472126e+00 2.912306e+03 -1.061019e+01 3.618909e+02 -8.390646e+02
## 1136 1137 1138 1139 1140
## -1.906054e+03 -7.759802e+02 6.401409e+02 -2.875905e+02 2.085240e+03
## 1141 1142 1143 1144 1145
## -9.242278e+02 5.124606e+02 -9.690930e+02 -1.205092e+03 3.972737e+03
## 1146 1147 1148 1149 1150
## -2.144408e+02 4.963521e+03 2.618480e+03 1.086091e+03 -2.301625e+02
## 1151 1152 1153 1154 1155
## -2.665279e+02 -7.538329e+02 -1.628625e+03 2.979071e+02 3.743972e+03
## 1156 1157 1158 1159 1160
## 4.197931e+02 -3.410803e+02 -8.417682e+02 -1.253371e+03 -1.766181e+03
## 1161 1162 1163 1164 1165
## 1.161999e+03 3.491117e+03 1.374009e+03 5.487010e+03 -3.787240e+02
## 1166 1167 1168 1169 1170
## 6.428127e+03 2.347810e+03 -2.595364e+01 8.811344e+00 -3.546649e+02
## 1171 1172 1173 1174 1175
## -1.300931e+03 -4.887037e+02 -3.796117e+02 2.975090e+03 4.134949e+03
## 1176 1177 1178 1179 1180
## -9.165622e+02 -1.550071e+03 -1.747765e+03 1.439089e+02 5.536963e+01
## 1181 1182 1183 1184 1185
## -9.987020e+02 -1.421612e+03 -1.064247e+03 3.858547e+03 1.152229e+03
## 1186 1187 1188 1189 1190
## -5.118743e+02 -9.679579e+02 -1.086367e+03 -9.782912e+02 -8.626686e+02
## 1191 1192 1193 1194 1195
## -3.701969e+02 5.684075e+03 9.043791e+02 -6.803377e+02 -2.455442e+02
## 1196 1197 1198 1199 1200
## -1.070761e+03 1.573817e+02 -1.519565e+03 -1.598169e+03 -1.588801e+03
## 1201 1202 1203 1204 1205
## -1.662490e+03 -2.217580e+03 -1.207643e+03 3.380382e+03 -1.593081e+03
## 1206 1207 1208 1209 1210
## -1.462381e+03 -7.085312e+02 -2.395942e+03 -2.616235e+03 -2.635173e+03
## 1211 1212 1213 1214 1215
## -7.265456e+02 -9.614034e+02 3.958053e+03 -1.490772e+03 -1.210541e+03
## 1216 1217 1218 1219 1220
## -1.919680e+03 -2.870150e+03 -2.429415e+03 -1.695728e+03 -1.454636e+03
## 1221 1222 1223 1224 1225
## -1.942055e+03 -2.337330e+03 -2.316480e+03 -1.133892e+03 4.696401e+02
## 1226 1227 1228 1229 1230
## 8.316291e+02 1.144164e+03 9.773367e+02 2.145805e+03 -4.666085e+02
## 1231 1232 1233 1234 1235
## -9.517620e+02 5.318545e+02 -1.104129e+03 -1.879072e+03 -7.305750e+02
## 1236 1237 1238 1239 1240
## -2.390617e+03 -1.918646e+03 -7.256375e+02 3.589125e+03 2.871849e+02
## 1241 1242 1243 1244 1245
## 1.005317e+03 -2.793441e+02 -2.621923e+03 -1.137189e+03 -7.476370e+02
## 1246 1247 1248 1249 1250
## -1.086859e+03 6.999213e+02 1.383228e+03 -7.446618e+02 2.019002e+02
## 1251 1252 1253 1254 1255
## 8.864366e+02 7.836285e+02 6.125921e+02 -5.221225e+02 -1.280269e+03
## 1256 1257 1258 1259 1260
## 2.409324e+02 1.498277e+02 7.144740e+02 1.211884e+03 -1.914603e+02
## 1261 1262 1263 1264 1265
## -7.291400e+02 6.411159e+02 7.554204e+02 -1.707465e+03 -8.422696e+01
## 1266 1267 1268 1269 1270
## 3.352584e+02 5.587070e+02 3.449479e+03 2.622421e+01 4.956272e+02
## 1271 1272 1273 1274 1275
## 7.060787e+03 -8.555188e+02 -1.781647e+03 2.489878e+02 -5.306562e+02
## 1276 1277 1278 1279 1280
## 6.981501e+03 -1.223880e+03 1.165510e+02 -2.203442e+02 -9.980381e+01
## 1281 1282 1283 1284 1285
## 2.597320e+02 1.746094e+03 -6.544573e+01 -2.443519e+02 6.460789e+03
## 1286 1287 1288 1289 1290
## -9.597494e+02 1.710374e+03 4.707959e+03 -1.498570e+03 -1.674991e+03
## 1291 1292 1293 1294 1295
## -1.770772e+03 9.671384e+02 4.231124e+03 2.787660e+03 -2.260935e+03
## 1296 1297 1298 1299 1300
## 2.380219e+03 3.243944e+03 -1.643641e+03 2.282128e+03 -1.534802e+03
## 1301 1302 1303 1304 1305
## -2.425977e+03 -2.311920e+03 -1.188208e+03 -1.416314e+03 -7.392787e+02
## 1306 1307 1308 1309 1310
## 6.185034e+03 1.041241e+04 7.276136e+03 -1.452134e+03 -5.458663e+02
## 1311 1312 1313 1314 1315
## 4.610082e+03 -2.649343e+03 -2.663241e+03 -1.950879e+03 -2.177042e+03
## 1316 1317 1318 1319 1320
## -2.333908e+03 -2.686753e+03 -2.834054e+03 -2.682043e+03 -2.309142e+03
## 1321 1322 1323 1324 1325
## -2.483993e+03 -2.017438e+03 -2.220908e+03 2.012942e+03 -2.083759e+03
## 1326 1327 1328 1329 1330
## -1.831071e+03 -2.101838e+03 2.751982e+03 -1.435219e+01 1.319896e+02
## 1331 1332 1333 1334 1335
## -1.627402e+03 -2.207968e+03 -1.681787e+03 6.506439e+03 1.839226e+03
## 1336 1337 1338 1339 1340
## 2.906027e+03 4.636289e+03 5.412469e+03 3.135922e+03 4.151172e+03
## 1341 1342 1343 1344 1345
## -1.910816e+03 -1.965932e+03 5.945142e+03 -4.068674e+03 1.571213e+03
## 1346 1347 1348 1349 1350
## -1.949987e+03 6.457365e+02 1.044690e+03 -3.007168e+03 3.196402e+03
## 1351 1352 1353 1354 1355
## -1.984199e+03 1.776812e+03 -1.685804e+03 -3.029658e+03 -1.876809e+03
## 1356 1357 1358 1359 1360
## -2.126496e+03 -2.160217e+03 -2.134847e+03 -2.012801e+03 -2.278080e+03
## 1361 1362 1363 1364 1365
## -2.378060e+03 2.747334e+03 -2.446305e+03 -2.295540e+03 -2.077029e+03
## 1366 1367 1368 1369 1370
## -2.455343e+03 -2.630219e+03 -2.346277e+03 -2.666619e+03 9.225171e+02
## 1371 1372 1373 1374 1375
## 5.009813e+03 7.338577e+02 2.976163e+03 -6.707699e+02 -1.986120e+03
## 1376 1377 1378 1379 1380
## -2.145691e+03 -2.257856e+03 -1.194271e+03 6.028215e+03 1.321757e+03
## 1381 1382 1383 1384 1385
## 1.438553e+03 2.995455e+03 -2.318528e+03 -2.314003e+03 1.481516e+03
## 1386 1387 1388 1389 1390
## -2.543986e+03 5.243750e+03 9.523945e+02 6.936903e+02 8.707700e+02
## 1391 1392 1393 1394 1395
## 2.526288e+03 -2.001350e+03 -1.672157e+03 -2.712377e+03 -1.423482e+03
## 1396 1397 1398 1399 1400
## 6.813355e+03 -1.834893e+03 1.212242e+03 6.879996e+03 2.032030e+02
## 1401 1402 1403 1404 1405
## 3.466155e+03 -1.125431e+03 -1.156975e+03 -3.313869e+02 -1.006116e+03
## 1406 1407 1408 1409 1410
## 1.769553e+03 6.341402e+02 -1.115982e+03 -1.856097e+03 -8.270518e+02
## 1411 1412 1413 1414 1415
## 6.942140e+03 1.520457e+03 1.058075e+03 -3.827682e+02 -7.277912e+02
## 1416 1417 1418 1419 1420
## -1.162595e+03 -2.050969e+03 6.466547e+03 3.639355e+03 -1.020058e+03
## 1421 1422 1423 1424 1425
## 2.878251e+03 -6.466518e+02 8.159102e+03 -1.749600e+03 -1.409743e+03
## 1426 1427 1428 1429 1430
## 1.694252e+03 1.902364e+03 2.216572e+03 2.442393e+03 -1.363575e+03
## 1431 1432 1433 1434 1435
## -1.645806e+03 -1.552327e+03 -1.292164e+03 -7.934131e+02 6.728954e+03
## 1436 1437 1438 1439 1440
## -1.933153e+03 -2.332695e+02 1.947196e+03 3.753873e+03 -1.552484e+03
## 1441 1442 1443 1444 1445
## -1.844042e+03 -1.669912e+03 -1.537641e+03 -1.115338e+03 8.286782e+03
## 1446 1447 1448 1449 1450
## -9.714206e+02 -1.116819e+03 -1.179520e+03 3.847681e+03 1.019573e+03
## 1451 1452 1453 1454 1455
## 2.824780e+03 1.237593e+03 2.128954e+03 -2.453522e+03 -1.055809e+03
## 1456 1457 1458 1459 1460
## -1.048395e+03 -1.412877e+03 -1.328319e+03 -2.921630e+03 -2.551724e+03
## 1461 1462 1463 1464 1465
## -2.336304e+03 -1.633141e+03 -2.704650e+03 5.752967e+03 -2.250498e+02
## 1466 1467 1468 1469 1470
## 4.145771e+03 -1.022858e+03 -2.221119e+03 -1.397132e+02 8.377952e+02
## 1471 1472 1473 1474 1475
## 3.517209e+03 -1.097720e+03 4.097084e+03 -1.780926e+03 -2.402299e+03
## 1476 1477 1478 1479 1480
## -3.331257e+01 3.759320e+02 3.665983e+03 -1.741408e+03 -1.071593e+03
## 1481 1482 1483 1484 1485
## -2.240341e+03 -1.446686e+03 -1.780337e+03 -1.140275e+03 -2.037672e+03
## 1486 1487 1488 1489 1490
## -2.263743e+03 -2.330598e+03 -2.803957e+03 -2.615960e+03 1.393246e+03
## 1491 1492 1493 1494 1495
## -6.988942e+02 -6.762688e+02 -2.702901e+02 1.970586e+02 -2.328753e+03
## 1496 1497 1498 1499 1500
## -2.476007e+03 -2.446003e+03 -2.339200e+03 -5.844774e+02 -2.515857e+03
## 1501 1502 1503 1504 1505
## -7.139074e+02 3.082287e+02 3.953474e+03 -1.452409e+02 -7.502615e+02
## 1506 1507 1508 1509 1510
## -8.736933e+01 7.256958e+01 -3.740270e+02 -8.684843e+02 -1.194615e+03
## 1511 1512 1513 1514 1515
## -9.504992e+02 -1.648880e+02 1.321122e-01 -5.038182e+01 -8.210690e+01
## 1516 1517 1518 1519 1520
## 1.285326e+03 9.551348e+02 6.389965e+02 1.527509e+03 -6.037755e+02
## 1521 1522 1523 1524 1525
## -8.026267e+02 -1.257461e+03 -7.117126e+02 -1.221045e+03 4.781218e+02
## 1526 1527 1528 1529 1530
## -1.317148e+03 2.775745e+02 3.936617e+03 7.279355e+01 -7.642533e+01
## 1531 1532 1533 1534 1535
## 2.972587e+02 1.640915e+03 -6.824366e+02 -8.869427e+02 -1.089405e+03
## 1536 1537 1538 1539 1540
## -1.009251e+03 3.819101e+02 8.164422e+02 1.303162e+03 1.573624e+03
## 1541 1542 1543 1544 1545
## -9.361806e+02 -1.103872e+03 -3.891994e+02 -1.217933e+03 6.040513e+02
## 1546 1547 1548 1549 1550
## 2.611971e+02 3.500591e+03 1.881282e+02 -6.920333e+02 -7.393994e+02
## 1551 1552 1553 1554 1555
## -5.765788e+02 -1.014719e+03 -1.029124e+03 -1.145459e+03 9.465134e+02
## 1556 1557 1558 1559 1560
## -4.571608e+02 4.171949e+02 -8.943785e+02 -7.055742e+02 -1.052737e+03
## 1561 1562 1563 1564 1565
## -1.174324e+03 -1.245760e+03 -1.350836e+03 -6.950407e+02 3.351742e+02
## 1566 1567 1568 1569 1570
## 3.647831e+03 7.504447e+01 -2.745478e+02 1.524742e+01 1.643622e+03
## 1571 1572 1573 1574 1575
## -8.944786e+02 -7.575296e+02 -1.293186e+03 -9.809996e+02 -1.137900e+03
## 1576 1577 1578 1579 1580
## 5.545489e+02 8.839791e+02 1.229175e+03 9.044965e+02 1.649364e+03
## 1581 1582 1583 1584 1585
## -1.092077e+03 6.041554e+02 -1.060355e+03 -4.910759e+02 -9.947344e+02
## 1586 1587 1588 1589 1590
## 6.541809e+02 -1.065386e+03 1.651815e+02 1.207739e+01 1.603100e+02
## 1591 1592 1593 1594 1595
## -1.099919e+03 -9.304854e+02 -1.266042e+03 4.722819e+02 -4.020832e+02
## 1596 1597 1598 1599 1600
## 3.349417e+03 3.444163e+03 1.771869e+03 -8.344595e+02 -9.740066e+02
## 1601 1602 1603 1604 1605
## -1.281640e+03 -6.925395e+02 -1.167599e+03 3.032310e+02 6.561625e+02
## 1606 1607 1608 1609 1610
## -7.337474e+02 -1.115389e+03 -8.860487e+02 -3.240355e+02 8.329596e+02
## 1611 1612 1613 1614 1615
## -1.166442e+03 -6.597882e+02 -8.725003e+02 -3.412751e+02 1.780861e+03
## 1616 1617 1618 1619 1620
## -6.164815e+02 -1.788520e+02 1.637206e+02 -7.256592e+02 -2.056496e+02
## 1621 1622 1623 1624 1625
## 1.101366e+03 -6.719037e+02 -4.930016e+02 -9.743882e+02 -2.751231e+02
## 1626 1627 1628 1629 1630
## 3.520685e+03 -5.038666e+02 3.326818e+03 -1.165103e+03 -7.468286e+02
## 1631 1632 1633 1634 1635
## -6.106370e+02 1.005876e+03 -7.736284e+02 7.946576e+02 1.631424e+02
## 1636 1637 1638 1639 1640
## -1.738020e+02 1.675066e+03 -6.551079e+02 -3.981225e+02 2.440937e+03
## 1641 1642 1643 1644 1645
## -9.691206e+02 -1.070101e+03 -1.095177e+03 -8.636330e+02 1.089446e+03
## 1646 1647 1648 1649 1650
## 7.142543e+02 -8.512495e+01 -6.456923e+02 8.173153e+02 3.483588e+03
## 1651 1652 1653 1654 1655
## -2.876036e+02 -1.606417e+02 -7.213985e+02 2.754302e+03 2.899173e+03
## 1656 1657 1658 1659 1660
## 1.434070e+02 1.019050e+03 1.094739e+03 -3.847242e+01 4.414926e+02
## 1661 1662 1663 1664 1665
## -9.347684e+02 1.201986e+03 -1.000998e+03 1.079411e+02 1.295894e+02
## 1666 1667 1668 1669 1670
## 2.805733e+03 -5.079668e+01 -5.273352e+02 9.845186e+02 1.822511e+03
## 1671 1672 1673 1674 1675
## -7.234990e+02 -1.115996e+03 2.156876e+03 -1.294930e+03 2.222068e+01
## 1676 1677 1678 1679 1680
## 3.028653e+02 -9.731788e+02 -1.110529e+03 -8.285995e+02 -5.242710e+02
## 1681 1682 1683 1684 1685
## -1.039491e+03 4.864176e+02 2.525230e+03 1.054571e+02 -1.076232e+03
## 1686 1687 1688 1689 1690
## -4.065192e+02 -8.897572e+02 7.156744e+02 -9.037877e+02 -8.041741e+02
## 1691 1692 1693 1694 1695
## -5.579028e+02 -5.927602e+02 -7.598178e+02 -2.366649e+02 -8.191153e+02
## 1696 1697 1698 1699 1700
## -8.323435e+02 -7.651709e+02 -8.195209e+02 -1.008085e+03 -6.469026e+02
## 1701 1702 1703 1704 1705
## 8.177569e+01 -1.049399e+03 -1.629148e+03 -1.311155e+03 2.744774e+03
## 1706 1707 1708 1709 1710
## 1.854652e+03 1.312201e+03 -6.417490e+02 -4.552301e+02 -1.071455e+01
## 1711 1712 1713 1714 1715
## -8.893801e+02 -1.406448e+03 -1.897229e+03 -1.396464e+03 -9.978519e+02
## 1716 1717 1718 1719 1720
## -1.461720e+03 -1.108772e+03 1.759826e+03 -8.989775e+02 1.185952e+03
## 1721 1722 1723 1724 1725
## -1.410141e+03 -1.189699e+03 1.554044e+02 -1.794810e+03 1.779470e+02
## 1726 1727 1728 1729 1730
## -8.932066e+02 -1.677533e+03 -1.207065e+03 -1.426963e+03 -5.260501e+02
## 1731 1732 1733 1734 1735
## -1.125014e+03 -1.254946e+03 -1.440913e+03 -1.727102e+03 -1.700742e+03
## 1736 1737 1738 1739 1740
## -1.448219e+03 -5.518313e+02 -1.774244e+03 4.801580e+01 -1.942436e+03
## 1741 1742 1743 1744 1745
## 2.397507e+02 -7.683322e+02 1.595120e+02 -1.125559e+03 -1.350590e+03
## 1746 1747 1748 1749 1750
## -1.626458e+03 -1.105875e+03 -1.326926e+03 -1.067217e+03 3.649548e+03
## 1751 1752 1753 1754 1755
## 4.320068e+03 -9.853533e+02 3.469310e+03 3.183397e+03 -2.163683e+02
## 1756 1757 1758 1759 1760
## -1.298089e+03 -1.572200e+03 4.625918e+02 4.599332e+02 2.534984e+02
## 1761 1762 1763 1764 1765
## 2.871226e+02 2.386684e+03 6.999039e+03 -1.369474e+03 -9.756457e+02
## 1766 1767 1768 1769 1770
## -1.383547e+03 -1.370197e+03 5.443292e+02 1.096656e+03 -1.057605e+03
## 1771 1772 1773 1774 1775
## -2.716563e+02 -1.543335e+01 -6.080011e+02 1.397923e+02 1.167718e+03
## 1776 1777 1778 1779 1780
## 1.728548e+03 1.133308e+03 -2.750327e+02 4.769930e+03 4.511616e+03
## 1781 1782 1783 1784 1785
## 1.414490e+02 2.439988e+03 4.172359e+03 -1.733537e+03 -1.622585e+03
## 1786 1787 1788 1789 1790
## -1.829531e+03 3.532066e+02 9.284146e+01 -3.031655e+02 1.076251e+03
## 1791 1792 1793 1794 1795
## 6.535383e+03 -1.074512e+03 4.077857e+02 -1.367440e+03 -1.684945e+03
## 1796 1797 1798 1799 1800
## 4.795408e+02 -1.031119e+03 1.542497e+02 3.691253e+03 -1.165664e+03
## 1801 1802 1803 1804 1805
## 1.048251e+03 -2.908796e+02 -2.052742e+03 -1.712880e+03 -1.690040e+03
## 1806 1807 1808 1809 1810
## -1.440441e+03 2.605640e+04 -2.481239e+03 3.380192e+03 -1.450326e+03
## 1811 1812 1813 1814 1815
## -1.471398e+03 -7.076749e+02 7.083935e+02 -1.956310e+03 -1.895146e+02
## 1816 1817 1818 1819 1820
## -4.205765e+02 -1.239969e+03 -1.289617e+03 -8.901038e+02 -1.778805e+03
## 1821 1822 1823 1824 1825
## -8.160496e+02 -2.178378e+03 -1.838878e+03 -1.646313e+03 -2.069265e+03
## 1826 1827 1828 1829 1830
## 5.563790e+02 -2.602520e+03 -2.541808e+02 -1.589449e+03 -2.797287e+03
## 1831 1832 1833 1834 1835
## 3.221340e+03 3.028596e+03 -3.972249e+02 -2.011253e+03 -1.030708e+03
## 1836 1837 1838 1839 1840
## -1.851077e+03 -1.172263e+03 -1.286475e+02 -1.305261e+03 -1.430616e+03
## 1841 1842 1843 1844 1845
## -4.255650e+02 8.224039e+02 1.410481e+03 -9.892463e+02 2.163873e+02
## 1846 1847 1848 1849 1850
## 1.042160e+02 6.097747e+03 -1.864858e+03 -9.984941e+01 2.352751e+03
## 1851 1852 1853 1854 1855
## -2.587913e+03 -1.629261e+03 -1.185883e+03 3.363484e+02 -1.438164e+03
## 1856 1857 1858 1859 1860
## -3.903698e+01 1.123576e+03 1.137035e+03 1.588365e+02 6.137880e+01
## 1861 1862 1863 1864 1865
## 3.362439e+03 -1.234069e+03 -1.546623e+02 3.003695e+03 4.799136e+03
## 1866 1867 1868 1869 1870
## 3.697241e+03 2.723397e+03 4.616186e+03 -8.715528e+02 -1.741565e+03
## 1871 1872 1873 1874 1875
## -1.006875e+03 2.155864e+03 -1.408555e+03 -2.035485e+02 2.104170e+03
## 1876 1877 1878 1879 1880
## 1.847218e+03 6.737846e+03 -2.311001e+03 2.260520e+03 -2.625067e+03
## 1881 1882 1883 1884 1885
## -1.583118e+02 -1.110945e+03 -1.078794e+03 1.977210e+03 -1.692796e+03
## 1886 1887 1888 1889 1890
## -2.198840e+03 -1.612724e+03 -2.959469e+03 -1.346112e+03 -2.074617e+03
## 1891 1892 1893 1894 1895
## -2.555247e+03 -2.315376e+03 3.924645e+03 -8.829575e+02 1.224860e+02
## 1896 1897 1898 1899 1900
## -7.981145e+02 -1.192355e+03 -2.273267e+03 -2.360803e+03 -5.434829e+02
## 1901 1902 1903 1904 1905
## 4.469793e+02 1.309786e+03 9.083555e+02 2.279510e+02 1.021684e+03
## 1906 1907 1908 1909 1910
## 2.820534e+03 7.395241e+03 -1.312183e+02 -3.972165e+01 -4.658383e+02
## 1911 1912 1913 1914 1915
## -5.763966e+02 1.427582e+03 1.611664e+02 3.552937e+02 8.573467e+02
## 1916 1917 1918 1919 1920
## -5.075628e+02 -9.985884e+02 -1.312150e+01 5.335656e+02 -5.350834e+02
## 1921 1922 1923 1924 1925
## -1.539777e+03 -8.322310e+02 -1.330365e+03 1.956611e+03 -3.244699e+01
## 1926 1927 1928 1929 1930
## -4.670678e+02 -2.969323e+02 -6.411788e+02 -8.749458e+02 -7.239937e+02
## 1931 1932 1933 1934 1935
## -4.959533e+02 -2.146316e+02 -2.010594e+02 1.182676e+03 -3.930194e+02
## 1936 1937 1938 1939 1940
## -6.348499e+02 -1.511874e+03 -8.548739e+02 -1.196565e+03 1.767871e+02
## 1941 1942 1943 1944 1945
## -6.268603e+02 -8.143662e+01 -8.279644e+02 1.274657e+03 -1.190547e+03
## 1946 1947 1948 1949 1950
## 4.121089e+02 2.276246e+03 -3.732365e+02 -7.859509e+02 -9.871340e+02
## 1951 1952 1953 1954 1955
## 2.591177e+03 5.163360e+02 1.180560e+01 4.090398e+01 -4.201728e+02
## 1956 1957 1958 1959 1960
## -1.366094e+03 -4.878105e+02 -1.228189e+03 -4.737486e+02 -1.487070e+03
## 1961 1962 1963 1964 1965
## -1.166221e+03 -3.100535e+02 1.427747e+03 2.563392e+02 -3.414784e+02
## 1966 1967 1968 1969 1970
## -9.490656e+02 -9.199413e+02 -8.611052e+02 5.548854e+03 8.701676e+01
## 1971 1972 1973 1974 1975
## -1.546775e+02 -7.506820e+02 -1.223759e+03 -4.084767e+02 -1.269219e+01
## 1976 1977 1978 1979 1980
## 1.678077e+03 9.743900e+02 8.477277e+02 8.142913e+02 4.793202e+02
## 1981 1982 1983 1984 1985
## -1.005754e+02 -9.703538e+02 -1.170152e+03 -1.272548e+03 -7.443099e+02
## 1986 1987 1988 1989 1990
## 1.377591e+02 5.943505e+02 -8.809986e+02 -1.604306e+02 -7.533351e+02
## 1991 1992 1993 1994 1995
## -8.040060e+02 -7.341214e+02 1.323321e+02 -1.318783e+03 -1.030924e+03
## 1996 1997 1998 1999 2000
## -1.009880e+03 3.112560e+03 2.845753e+02 -2.736779e+02 -1.123761e+02
## 2001 2002 2003 2004 2005
## -3.233921e+02 -1.040843e+03 -1.803901e+03 -4.426553e+02 2.882625e+03
## 2006 2007 2008 2009 2010
## -5.009951e+02 1.898464e+03 -5.615019e+02 -7.178947e+02 -6.681925e+02
## 2011 2012 2013 2014 2015
## -1.049622e+03 -1.634231e+03 -1.767388e+03 -4.422418e+02 -2.557665e+02
## 2016 2017 2018 2019 2020
## -1.122558e+03 -1.024412e+03 -1.203632e+03 -9.984153e+02 -1.426996e+03
## 2021 2022 2023 2024 2025
## -8.849446e+02 -5.794213e+02 -8.600806e+02 -9.098519e+02 -1.225058e+03
## 2026 2027 2028 2029 2030
## -1.632959e+03 -1.449982e+03 -2.472972e+02 -1.402840e+03 -1.630092e+03
## 2031 2032 2033 2034 2035
## -1.108770e+03 6.964846e+02 2.664323e+03 -1.624818e+03 -1.539095e+03
## 2036 2037 2038 2039 2040
## 1.904059e+02 -1.416019e+03 -1.668200e+03 -8.947046e+02 -9.718297e+02
## 2041 2042 2043 2044 2045
## 5.008694e+03 -4.183215e+02 2.776702e+03 -9.562290e+02 -1.072503e+03
## 2046 2047 2048 2049 2050
## -1.076268e+03 4.959681e+02 2.549526e+02 1.228668e+03 2.224698e+03
## 2051 2052 2053 2054 2055
## -8.754439e+02 -9.725312e+02 3.257688e+02 -1.125547e+03 -1.018923e+00
## 2056 2057 2058 2059 2060
## 1.568152e+03 -1.129108e+03 -1.712541e+03 -1.146870e+03 -1.113595e+03
## 2061 2062 2063 2064 2065
## -7.355317e+02 -2.753987e+01 -1.088191e+03 -8.635570e+02 -1.338019e+02
## 2066 2067 2068 2069 2070
## -7.939567e+02 3.891928e+02 -1.244976e+03 -1.019500e+03 1.746708e+03
## 2071 2072 2073 2074 2075
## -1.490352e+03 -9.292097e+02 -1.328920e+03 -1.208271e+03 -4.513643e+02
## 2076 2077 2078 2079 2080
## -9.383282e+02 2.454122e+03 -5.588715e+02 -1.379453e+03 7.967053e+02
## 2081 2082 2083 2084 2085
## 1.228483e+03 1.507498e+02 -1.593713e+03 7.957011e+02 2.760932e+03
## 2086 2087 2088 2089 2090
## -3.190640e+02 -8.562247e+02 5.752972e+02 -1.151173e+03 -1.399905e+03
## 2091 2092 2093 2094 2095
## -9.484721e+01 4.269485e+03 4.123588e+03 3.909789e+03 -3.130520e+02
## 2096 2097 2098 2099 2100
## 5.427967e+03 6.026012e+03 5.004006e+03 3.957301e+03 2.718437e+03
## 2101 2102 2103 2104 2105
## -1.773208e+03 2.406070e+03 1.926294e+03 -2.050951e+03 4.615808e+02
## 2106 2107 2108 2109 2110
## -1.583244e+03 -2.150293e+03 -7.028093e+02 1.634463e+03 4.247088e+03
## 2111 2112 2113 2114 2115
## 7.228376e+02 1.589995e+03 -1.554874e+03 -8.507640e+02 -1.931110e+03
## 2116 2117 2118 2119 2120
## -2.018357e+02 -1.715643e+03 -1.888916e+03 -2.072502e+03 1.534007e+03
## 2121 2122 2123 2124 2125
## -1.111433e+03 -2.383959e+03 -5.293201e+02 4.421296e+03 -1.795678e+03
## 2126 2127 2128 2129 2130
## 8.021210e+02 1.137285e+03 1.363220e+03 -1.745373e+03 -8.450544e+02
## 2131 2132 2133 2134 2135
## -1.146328e+03 -2.076940e+03 5.863971e+02 -2.185949e+02 -1.781951e+03
## 2136 2137 2138 2139 2140
## -1.399165e+03 5.185523e+03 1.435076e+03 1.326391e+03 7.056748e+03
## 2141 2142 2143 2144 2145
## -1.373104e+03 -7.754507e+02 -2.312559e+03 -3.488708e+02 4.278648e+03
## 2146 2147 2148 2149 2150
## 2.235768e+03 -1.622307e+03 7.621248e+02 -2.046906e+03 1.830148e+02
## 2151 2152 2153 2154 2155
## 2.534000e+03 -2.010550e+03 -1.939688e+03 -2.004092e+03 3.433557e+02
## 2156 2157 2158 2159 2160
## -2.159851e+02 -2.074861e+03 -1.255611e+03 -1.777887e+03 1.107974e+03
## 2161 2162 2163 2164 2165
## 1.253870e+03 1.402684e+03 -1.808669e+03 -2.123495e+03 4.961159e+02
## 2166 2167 2168 2169 2170
## -5.936370e+00 1.805089e+02 1.278434e+03 1.698215e+03 -2.334605e+03
## 2171 2172 2173 2174 2175
## -2.638390e+02 8.020830e+01 6.008839e+03 1.752177e+03 -2.166111e+03
## 2176 2177 2178 2179 2180
## -1.409672e+02 1.168155e+03 -1.906816e+03 -1.129751e+03 -2.246830e+03
## 2181 2182 2183 2184 2185
## 2.377751e+02 4.818198e+03 -5.210888e+02 -1.046098e+03 2.540974e+03
## 2186 2187 2188 2189 2190
## 1.945119e+03 1.664395e+03 -1.376187e+03 -9.389557e+02 -2.267684e+03
## 2191 2192 2193 2194 2195
## 1.383160e+03 -1.314892e+03 3.480061e+03 -1.261161e+03 3.036885e+03
## 2196 2197 2198 2199 2200
## -1.745593e+03 -1.469225e+03 -2.146957e+03 -1.010558e+03 -1.213816e+03