R Notebook
First, we load the relevant libraries and then update the filepath and load the three data sources.
# load libraries
library(data.table)
library(lubridate)##
## Attaching package: 'lubridate'## The following objects are masked from 'package:data.table':
##
## hour, isoweek, mday, minute, month, quarter, second, wday, week,
## yday, year## The following objects are masked from 'package:base':
##
## date, intersect, setdiff, unionlibrary(leaflet)
library(ggplot2)
library(imputeTS)## Registered S3 method overwritten by 'quantmod':
## method from
## as.zoo.data.frame zoo# specify folder path
folder_path <- '/Users/Jonas/Library/Mobile Documents/com~apple~CloudDocs/Documents/MBD/01. Term 1/Programming R/00. GA/'# load data
solar_data <- readRDS(file.path(folder_path, 'solar_dataset.RData'))
additional_variables <- readRDS(file.path(folder_path, 'additional_variables.RData'))
station_info <- fread(file.path(folder_path,'station_info.csv'))Station Energy Production
(file: solar_data)
First, we analyze the data about the energy output of each 98 solar stations. We starting by checking for missing values and see that there are no missing values.
# drop empty rows which need to be predicted in this project
solar_data <- solar_data[Date <= 20071231]
# find missing values
sapply(data.table(sapply(solar_data[,2:99], is.na)), sum)## ACME ADAX ALTU APAC ARNE BEAV BESS BIXB BLAC BOIS BOWL BREC BRIS BUFF BURB BURN
## 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## BUTL BYAR CAMA CENT CHAN CHER CHEY CHIC CLAY CLOU COOK COPA DURA ELRE ERIC EUFA
## 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## FAIR FORA FREE FTCB GOOD GUTH HASK HINT HOBA HOLL HOOK HUGO IDAB JAYX KENT KETC
## 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## LAHO LANE MADI MANG MARE MAYR MCAL MEDF MEDI MIAM MINC MTHE NEWK NINN NOWA OILT
## 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## OKEM OKMU PAUL PAWN PERK PRYO PUTN REDR RETR RING SALL SEIL SHAW SKIA SLAP SPEN
## 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## STIG STIL STUA SULP TAHL TALI TIPT TISH VINI WASH WATO WAUR WEAT WEST WILB WIST
## 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## WOOD WYNO
## 0 0To group by month and year, we convert the date to an as.Date format and create new columns for month and year.
# convert Date column to date format
solar_data$Date <- as.Date(strptime(solar_data$Date, format = '%Y%m%d'))
solar_data$Month <- floor_date(solar_data$Date, 'month')
solar_data$Year <- floor_date(solar_data$Date, 'year')Next, we want to check the distribution of energy production of each station. We take the mean of each of the 98 columns of the stations.
The boxplot shows that the data is equally distributed around the mean. Both the lower and upper quartile have a similar distance from the mean, and likewise do the whiskers.
There are two outliers which we investigate in more detail. These are the stations KENT (18.70 MJ) and BOIS (18.69 MJ), which are around 0.7 megajoule higher than the next highest station HOOK (18.04 MJ). This difference seems very small, but they are considered outliers since the energy production of the other stations is so similar.
# find mean of each solar output column
station_mean <- solar_data[, sapply(.SD, mean, na.rm = TRUE), .SDcols = colnames(solar_data[,2:99])]
station_mean <- data.table(station = colnames(solar_data[,2:99]), mean_production = station_mean)
station_mean <- station_mean[order(-mean_production)]
# print quantiles
print(quantile(station_mean$mean_production))## 0% 25% 50% 75% 100%
## 14795921 15973880 16403119 17033738 18700559# boxplot
boxplot(station_mean$mean_production,
ylab = 'daily station production (joule)',
main = 'boxplot of mean production of each 98 stations')
# investigate outlier
head(station_mean)Next, we want to investigate how energy production changes over time. First, we start by looking at the daily production of the ACME station for the year 1994. We see that there are extremely high fluctuations from day to day. This is likely due to weather changes.
We also see a season trend. Plotting the monthly mean over the year shows in summer, the production on average is 2.5 times as high as in winter.
# plot daily solar production over one year
plot_daily_production_one_year <- ggplot(
solar_data[solar_data$Date < '1995-01-01'],
aes(x = Date, y = ACME))
plot_daily_production_one_year <- plot_daily_production_one_year + geom_line()
plot_daily_production_one_year <- plot_daily_production_one_year + labs(
title = 'Daily Production (ACME Station, 1994)',
x = 'Month',
y = 'Mean Station Production (Joule)')
print(plot_daily_production_one_year)
# plot monthly solar production over one year
plot(x = solar_data[Date < '1995-01-01', list(ACME = mean(ACME)), by = Month]$Month,
y = solar_data[Date < '1995-01-01', list(ACME = mean(ACME)), by = Month]$ACME,
type = 'l',
main = 'Monthly Production (ACME Station, 1994)',
ylab = 'Mean Station Production (Joule)',
xlab = 'Month')
Continuing this investigation, we want to see if there are any long-term trends. Plotting the monthly data doesn’t show much, so we aggregate yearly. We can see that there relatively strong fluctuations from year to year, between 15.5 MJ and 17.5 MJ. However, there seems to be no clear trend showing that over time, energy production is decreasing or increasing.
# plot monthly solar production over all years
plot(x = solar_data[, list(ACME = mean(ACME)), by = Month]$Month,
y = solar_data[, list(ACME = mean(ACME)), by = Month]$ACME,
type = 'l',
main = 'Monthly Production (ACME Station)',
ylab = 'Mean Station Production (Joule)',
xlab = 'Year')
# plot yearly solar production over all years
plot(x = solar_data[, list(ACME = mean(ACME)), by = Year]$Year,
y = solar_data[, list(ACME = mean(ACME)), by = Year]$ACME,
type = 'l',
main = 'Yearly Production (ACME Station)',
ylab = 'Mean Station Production (Joule)',
xlab = 'Year')
Since we previously only looked at one station, we want to do the same analysis, but taking the mean across all stations. We see that the results are a bit smoother, but the results are the same overall.
# plot the mean solar production across all stations
solar_data_agg <- data.table(Date = solar_data$Date, all_station_mean = apply(solar_data[,2:99], MARGIN = 1, FUN = mean))
solar_data_agg$Month <- floor_date(solar_data_agg$Date, 'month')
solar_data_agg$Year <- floor_date(solar_data_agg$Date, 'year')
# monthly values
plot(x = solar_data_agg[, list(all_station_mean = mean(all_station_mean)), by = Month]$Month,
y = solar_data_agg[, list(all_station_mean = mean(all_station_mean)), by = Month]$all_station_mean,
type = 'l',
main = 'Monthly Production (mean of all stations)',
ylab = 'Mean Production (Joule)',
xlab = 'Year')
# yearly values
plot(x = solar_data_agg[, list(all_station_mean = mean(all_station_mean)), by = Year]$Year,
y = solar_data_agg[, list(all_station_mean = mean(all_station_mean)), by = Year]$all_station_mean,
type = 'l',
main = 'Yearly Production (mean of all stations)',
ylab = 'Mean Production (Joule)',
xlab = 'Year')
Principal Components
(file: solar_data)
The following section will analyse the output of the principal component analysis.
In principal component analysis, the first few principal components usually contain all the variance in the data and therefore all the information that the data provides.
To determine the number of principal components we need for modeling, we first get the variance for each column. Plotting the variance confirms that the first principal component has by far the largest variance.
# get variance of each principal component
principal_components <- data.table(
principal_component = colnames(solar_data[,100:456]),
variance = sapply(solar_data[,100:456], var)
)
print(head(principal_components, 10))## principal_component variance
## 1: PC1 60256.6584
## 2: PC2 8894.9491
## 3: PC3 5808.9272
## 4: PC4 3148.6047
## 5: PC5 2625.0949
## 6: PC6 2150.3286
## 7: PC7 1721.2762
## 8: PC8 1438.5057
## 9: PC9 1193.6130
## 10: PC10 899.6274plot(principal_components$variance[1:10],
type = 'l',
main = 'Variance of the first 10 Principal Components',
ylab = 'Variance',
xlab = 'Principal Component')
To decide how many principal components to keep, we calculate the percentage of total variance explained by the principal component, as well as the cumulative percentage of variance explained. We see the following:
| Variance Explained | Number of PCs required |
|---|---|
| 70% | 4 |
| 75% | 6 |
| 80% | 10 |
| 85% | 20 |
This shows that we need a growing number of additional principal components to explain an additional 5% of the data.
Based on this, we think it’s best to take the first 10 principal components in our model, which explain 80% of the data.
# get the percentage of total variance that each principal component explains
total_variance = sum(principal_components$variance)
principal_components$perc_of_total_variance <- principal_components$variance / total_variance
# get the cumulative percentage of explained variance
principal_components$cumulative_perc <- cumsum(principal_components$perc_of_total_variance)
print(principal_components)## principal_component variance perc_of_total_variance cumulative_perc
## 1: PC1 60256.65841 0.5472295407 0.5472295
## 2: PC2 8894.94908 0.0807807640 0.6280103
## 3: PC3 5808.92716 0.0527546105 0.6807649
## 4: PC4 3148.60475 0.0285945085 0.7093594
## 5: PC5 2625.09487 0.0238401780 0.7331996
## ---
## 353: PC353 11.58451 0.0001052064 0.9995760
## 354: PC354 11.59154 0.0001052703 0.9996813
## 355: PC355 11.96448 0.0001086571 0.9997900
## 356: PC356 11.64897 0.0001057918 0.9998958
## 357: PC357 11.47795 0.0001042386 1.0000000plot(y = c(0, principal_components$cumulative_perc[1:20]),
x = c(0:20),
type = 'l',
main = 'cumulative variance of the first 20 principal components',
ylab = 'cumulative variance',
xlab = 'principal component')
For additional insights, we want to see the correlations between all principal components and all stations. We see that PC1 has a similar correlation to all stations, but that otherwise there is no pattern. From this we can conclude that we need to develop a different model for each station, since the PCs have a different influence and relationship for the different stations. Also, it suggests that it might be useful to not use the same PCs as inputs for each model.
# create empty data frame to store correlations
correlationsPC <- data.frame()
# calculate correlations
for (iter_station in 2:99){
for (iter_pc in 100:456){
correlationsPC[iter_pc - 99, iter_station - 1] <- as.numeric(cor(as.numeric(solar_data[[iter_station]]), as.numeric(solar_data[[iter_pc]]), method = "pearson", use = "complete.obs"))
}
}
colnames(correlationsPC) <- colnames(solar_data)[2:99]
rownames(correlationsPC) <- colnames(solar_data)[100:456]
# print correlations
print(correlationsPC)## ACME ADAX ALTU APAC ARNE
## PC1 6.338322e-01 6.179199e-01 0.6362132583 6.336370e-01 6.468438e-01
## PC2 5.307971e-01 5.565601e-01 0.4667932035 5.268525e-01 4.767723e-01
## PC3 -1.565531e-01 -7.913597e-02 -0.2257330102 -1.688147e-01 -1.904356e-01
## PC4 7.579020e-02 -1.191349e-02 0.1403834676 9.642885e-02 2.277759e-01
## PC5 1.672126e-01 1.856679e-01 0.1654893652 1.665625e-01 1.955172e-01
## PC6 -2.358718e-02 -2.084923e-02 -0.0560428386 -2.347787e-02 8.281930e-02
## PC7 1.754075e-01 1.982844e-01 0.1148864944 1.828921e-01 8.961158e-02
## PC8 -6.223402e-02 -4.650912e-02 -0.0564764034 -6.584841e-02 -3.635199e-03
## PC9 -2.341055e-02 -1.561166e-02 -0.0137490650 -2.374174e-02 -4.476271e-02
## PC10 1.278264e-01 1.200230e-01 0.1164306455 1.318287e-01 1.075959e-01
## PC11 5.494509e-02 2.734009e-02 0.0598295892 5.030366e-02 7.672385e-02
## PC12 3.400161e-02 6.518324e-02 0.0281446629 4.365465e-02 4.148993e-02
## PC13 -6.372420e-03 3.855040e-02 -0.0403940345 -2.215575e-02 -5.994506e-02
## PC14 -2.068408e-02 -2.803237e-02 -0.0087072412 -1.190392e-02 1.641629e-02
## PC15 1.833499e-02 1.787322e-03 0.0472207723 2.628480e-02 2.454224e-02
## PC16 4.282377e-02 6.657584e-02 0.0159599097 4.014765e-02 1.588476e-02
## PC17 -3.697886e-02 -8.768031e-03 -0.0469817334 -4.003659e-02 -5.954702e-02
## PC18 1.679359e-02 1.457766e-02 0.0149256598 1.486933e-02 2.945940e-03
## PC19 -3.248230e-03 8.975131e-04 0.0101376096 -4.199197e-04 3.340147e-02
## PC20 2.192988e-02 1.520617e-02 0.0255774888 2.023628e-02 -1.911430e-02
## PC21 -1.261504e-02 -6.394737e-03 -0.0116204895 -6.175067e-03 5.725602e-03
## PC22 7.445021e-02 6.210402e-02 0.0462872119 7.690239e-02 2.455578e-02
## PC23 -8.554142e-03 -2.013721e-02 0.0029485292 -5.224388e-03 1.397170e-03
## PC24 -2.027634e-02 -3.314169e-02 -0.0135630364 -1.873674e-02 4.178576e-02
## PC25 1.916885e-02 -1.051995e-02 0.0350347296 2.132585e-02 5.857134e-02
## PC26 -3.091013e-02 -2.155504e-02 -0.0239700886 -2.591297e-02 -2.343464e-03
## PC27 3.047365e-02 2.174939e-02 0.0399512965 3.154888e-02 4.016768e-02
## PC28 1.839522e-02 4.982558e-02 -0.0055792633 1.643196e-02 -7.954197e-03
## PC29 3.419054e-02 5.356574e-02 0.0126143296 2.924808e-02 1.131295e-02
## PC30 3.781241e-02 2.833171e-02 0.0339795052 3.197402e-02 2.584108e-02
## PC31 -5.087143e-03 8.302123e-03 -0.0174267188 -9.161274e-03 -5.958270e-03
## PC32 -1.043055e-02 -1.488791e-02 -0.0141320399 -1.069514e-02 -3.544961e-03
## PC33 -6.929180e-03 1.616291e-02 -0.0243419230 -1.331784e-02 -1.800260e-02
## PC34 7.905298e-03 1.980069e-02 -0.0040707788 1.675479e-03 -2.200685e-02
## PC35 -2.840521e-02 -2.609905e-02 -0.0229571556 -2.344505e-02 -6.610716e-03
## PC36 1.139693e-02 1.169210e-02 0.0103424239 1.136661e-02 1.772387e-02
## PC37 8.626584e-03 6.010599e-03 0.0049111980 5.684786e-03 1.136936e-02
## PC38 1.319364e-02 1.116364e-02 -0.0040757538 7.579185e-03 8.123469e-03
## PC39 3.227896e-02 6.435715e-03 0.0445861425 3.718243e-02 5.408019e-02
## PC40 -8.022711e-04 -2.046461e-02 0.0017418416 -2.768228e-03 1.229832e-02
## PC41 5.491255e-03 3.313164e-02 -0.0051840235 2.698219e-03 -1.554928e-02
## PC42 8.320712e-03 1.677144e-02 0.0157036868 4.535543e-03 3.045179e-03
## PC43 -1.415502e-02 -1.379133e-02 -0.0162978796 -1.667053e-02 -3.025395e-02
## PC44 -7.631217e-02 -7.410471e-02 -0.0543881344 -7.134722e-02 -5.362211e-02
## PC45 5.191915e-02 5.340307e-02 0.0449438416 4.706141e-02 2.907006e-02
## PC46 -1.624465e-02 -1.228075e-02 -0.0341675432 -2.086795e-02 -7.777485e-03
## PC47 2.117040e-02 6.461612e-03 0.0221161264 1.734797e-02 2.341648e-02
## PC48 -1.219446e-02 -2.842871e-02 0.0091205173 -6.065073e-03 -8.150075e-04
## PC49 -3.783537e-02 -3.183640e-02 -0.0225583118 -3.322783e-02 -1.652944e-02
## PC50 3.400472e-03 1.576849e-02 -0.0203374415 6.210655e-03 7.694999e-03
## PC51 1.046556e-02 -7.977606e-03 0.0289235313 1.515754e-02 4.530378e-02
## PC52 -4.791588e-02 -2.912957e-02 -0.0516246490 -4.812173e-02 -1.325405e-02
## PC53 2.198472e-02 1.207116e-03 0.0102084906 1.926776e-02 3.968306e-02
## PC54 -3.953627e-02 -4.050982e-02 -0.0372525178 -3.930143e-02 -1.823582e-02
## PC55 -3.634777e-02 -2.722219e-02 -0.0349557372 -4.763873e-02 -3.982253e-02
## PC56 -1.096743e-02 -1.802023e-02 -0.0180124330 -1.190685e-02 -1.000945e-02
## PC57 2.289487e-02 6.844328e-03 0.0324829311 2.314906e-02 3.176774e-02
## PC58 -1.871458e-02 -1.797974e-02 -0.0128139477 -1.518055e-02 -9.016093e-03
## PC59 2.025059e-03 9.321090e-03 -0.0010142282 4.150019e-03 -8.192358e-04
## PC60 4.107097e-02 4.250985e-02 0.0259651626 3.540597e-02 2.390892e-02
## PC61 -2.264130e-02 -1.510614e-02 -0.0095079869 -2.248989e-02 -2.361233e-02
## PC62 8.566567e-03 3.118859e-03 0.0108736663 1.112068e-02 -1.257660e-02
## PC63 2.380453e-02 3.149730e-02 0.0089817586 2.012537e-02 -8.306964e-03
## PC64 -1.301260e-03 -1.685854e-02 0.0153816214 -1.163887e-02 -5.880572e-04
## PC65 -3.191054e-03 -1.460306e-02 -0.0026414397 -4.004250e-03 -4.327482e-03
## PC66 -4.370472e-03 5.140574e-03 -0.0108345789 5.717867e-04 -4.477746e-03
## PC67 1.012585e-03 -1.201862e-02 0.0225203103 7.238408e-03 3.182638e-02
## PC68 -8.195764e-03 -8.641694e-04 -0.0026007040 -7.604779e-03 -1.379437e-02
## PC69 -9.818799e-03 2.977016e-03 -0.0217364141 -1.126646e-02 -2.787357e-02
## PC70 3.232654e-03 -1.614709e-02 0.0055266920 4.249415e-03 -9.543910e-03
## PC71 -2.228302e-02 -8.846264e-03 -0.0163183711 -2.313062e-02 -1.023215e-02
## PC72 1.681810e-02 2.164827e-02 0.0051632359 1.759321e-02 1.887895e-02
## PC73 -6.507194e-03 -1.280514e-02 0.0048426937 -2.474180e-03 5.440088e-03
## PC74 -1.547246e-02 -8.311689e-03 -0.0149946662 -1.768020e-02 -3.074815e-02
## PC75 -2.375249e-02 -3.141998e-02 -0.0144311097 -2.733428e-02 -1.319178e-02
## PC76 -1.329093e-03 -6.171311e-03 -0.0025160326 2.137899e-03 8.192999e-03
## PC77 -2.343285e-03 8.360968e-03 -0.0077450065 -1.927457e-03 7.120018e-03
## PC78 1.016656e-02 3.939384e-03 0.0167522690 1.028431e-02 1.233840e-02
## PC79 3.629610e-03 4.662612e-03 0.0233268447 2.781617e-03 8.280669e-03
## PC80 -3.448346e-03 -1.104486e-02 0.0033658266 8.103087e-04 5.836468e-03
## PC81 7.212024e-04 -1.853581e-02 0.0067898462 -1.384145e-03 1.374434e-02
## PC82 2.024681e-02 1.910811e-02 0.0111725122 2.427622e-02 2.827250e-02
## PC83 1.768541e-02 8.471803e-03 0.0171414384 1.481442e-02 6.578183e-03
## PC84 6.807607e-03 2.568857e-03 0.0173661380 9.762111e-03 1.700164e-03
## PC85 -7.876837e-03 6.454848e-03 -0.0128103348 -1.480616e-02 -1.700677e-03
## PC86 -2.387870e-02 -1.755481e-02 -0.0316758554 -2.764526e-02 -3.784761e-02
## PC87 -2.642643e-02 -3.673228e-02 -0.0217491688 -2.750441e-02 -2.219392e-02
## PC88 -4.245364e-02 -1.850482e-02 -0.0478743120 -4.389673e-02 -4.771668e-02
## PC89 4.314633e-03 -3.298259e-04 0.0004558465 4.492876e-03 -2.410578e-02
## PC90 -4.509385e-05 -7.512453e-03 0.0039730091 -2.191033e-03 -1.573628e-02
## PC91 -8.391316e-03 2.256335e-04 -0.0093610306 -3.185393e-03 -1.768013e-02
## PC92 -9.980631e-03 -4.876940e-03 -0.0137614194 -1.579525e-02 -2.578487e-02
## PC93 1.448989e-02 2.864467e-02 0.0132689818 1.568577e-02 -2.707522e-03
## PC94 -1.079047e-02 -1.005713e-02 -0.0160156855 -1.397573e-02 -1.419707e-02
## PC95 -1.241107e-02 -5.511102e-03 -0.0008647414 -1.593680e-02 1.291160e-03
## PC96 2.997869e-02 2.172724e-02 0.0158869007 2.979333e-02 7.529286e-03
## PC97 2.040537e-02 2.239086e-02 0.0185406088 1.834493e-02 2.363299e-03
## PC98 -5.836097e-03 -1.462062e-02 -0.0105666233 -3.341309e-03 3.574314e-03
## PC99 -1.055138e-02 -6.784254e-03 -0.0182141454 -7.579714e-03 -2.054751e-02
## PC100 2.409851e-02 1.117089e-02 0.0228354606 2.242091e-02 2.251445e-02
## PC101 -5.935180e-03 1.843331e-02 -0.0130362597 -1.357932e-02 5.625017e-03
## PC102 1.727956e-02 2.520803e-02 -0.0009164769 1.071308e-02 7.111224e-03
## PC103 2.450635e-02 3.633589e-02 0.0273280817 1.990535e-02 2.859608e-02
## PC104 8.689790e-03 5.556363e-03 0.0135985948 6.683166e-03 1.069232e-02
## PC105 7.964019e-03 1.336592e-02 0.0007471377 3.605145e-03 -8.470622e-03
## PC106 2.825149e-02 2.484859e-02 0.0254752588 3.139789e-02 2.588110e-02
## PC107 -1.806412e-02 -1.197208e-02 -0.0228410535 -2.047355e-02 -2.490821e-02
## PC108 -2.463240e-02 -3.302989e-02 -0.0175791373 -2.550216e-02 -9.203890e-03
## PC109 -8.627679e-03 8.122309e-04 -0.0211201593 -1.543973e-02 -3.480436e-02
## PC110 -9.122340e-03 -7.373014e-03 0.0052760237 -6.827822e-04 1.232265e-02
## PC111 1.501758e-02 7.919265e-03 0.0127010037 1.390745e-02 1.363684e-03
## PC112 -1.003164e-02 5.704343e-03 -0.0194510463 -1.633742e-02 -2.638744e-02
## PC113 -6.820978e-03 -1.952740e-02 0.0010938780 -6.970626e-03 4.037642e-03
## PC114 2.013362e-02 2.842236e-02 0.0299525730 2.106650e-02 2.201964e-02
## PC115 3.061698e-02 2.521414e-02 0.0153595831 2.670049e-02 2.615838e-02
## PC116 -9.928004e-03 -5.890574e-03 -0.0078802079 -8.068689e-03 -9.922481e-03
## PC117 -2.054301e-02 -2.195036e-04 -0.0266050615 -2.279538e-02 -2.364758e-02
## PC118 -3.556946e-04 9.675691e-03 -0.0085746127 1.156349e-03 5.482844e-03
## PC119 1.515427e-05 -1.636356e-02 -0.0031373946 4.115288e-03 5.295422e-03
## PC120 4.745582e-03 1.115661e-02 0.0063390137 5.873738e-03 -1.662028e-02
## PC121 1.078415e-02 7.849106e-03 0.0097384073 7.730463e-03 2.385232e-03
## PC122 6.620371e-03 -1.798396e-03 0.0157002195 9.739697e-03 2.374860e-02
## PC123 1.669032e-02 2.069680e-02 0.0160122228 1.467526e-02 4.288378e-03
## PC124 -7.156858e-03 1.051452e-02 -0.0208027877 -1.068077e-02 -3.040772e-02
## PC125 6.639648e-03 1.326190e-02 -0.0069573570 4.204619e-03 -2.648240e-02
## PC126 -3.394714e-03 7.554833e-03 0.0047185341 -4.400352e-03 -2.311894e-03
## PC127 9.556048e-03 1.263105e-02 0.0207976540 9.090832e-03 1.029833e-02
## PC128 1.374874e-02 4.162747e-03 -0.0004115329 1.128187e-02 -1.809556e-03
## PC129 2.209546e-02 1.491070e-02 0.0156039426 2.409816e-02 2.006789e-02
## PC130 -1.394313e-02 -4.687842e-03 -0.0164042701 -1.223048e-02 -1.041901e-02
## PC131 -1.128109e-02 -1.774652e-03 -0.0106178209 -9.104963e-03 -1.404986e-03
## PC132 -1.614221e-02 -2.635592e-02 -0.0101592247 -1.194281e-02 -1.707850e-03
## PC133 1.946318e-03 2.477437e-03 0.0108975176 8.531010e-03 2.721878e-02
## PC134 -3.721713e-02 -3.313525e-02 -0.0271778282 -3.724351e-02 -1.853720e-02
## PC135 -1.396583e-02 -2.501442e-02 -0.0217018762 -1.760008e-02 -1.339678e-02
## PC136 4.659423e-03 1.576037e-02 -0.0090327688 7.026754e-03 2.470701e-03
## PC137 2.350184e-02 2.165736e-02 0.0059859655 2.321678e-02 5.748863e-03
## PC138 8.198303e-03 1.893968e-03 0.0071540783 8.146423e-03 1.325040e-02
## PC139 -1.694730e-03 9.821352e-04 -0.0101781605 -1.947426e-03 7.866077e-04
## PC140 8.962291e-03 1.644557e-02 0.0098187296 1.031665e-02 1.273633e-02
## PC141 9.277853e-03 8.753971e-03 -0.0076518504 5.015163e-03 -7.390542e-03
## PC142 1.259263e-02 1.220701e-02 0.0038718028 1.168833e-02 -9.161700e-03
## PC143 4.426126e-02 4.623606e-02 0.0392249836 3.972143e-02 3.608935e-02
## PC144 -6.202204e-03 -3.013992e-03 -0.0160078062 -1.170944e-02 -1.351687e-02
## PC145 -1.638258e-02 -1.456400e-02 -0.0244565387 -1.403456e-02 -1.954327e-02
## PC146 -3.208021e-02 -2.034583e-02 -0.0283114078 -3.595236e-02 -1.706750e-02
## PC147 5.821532e-03 -5.720005e-03 0.0065507964 3.777899e-03 6.331755e-03
## PC148 8.861379e-03 5.579226e-04 0.0151938645 1.060895e-02 7.478162e-03
## PC149 3.054473e-03 -1.150239e-02 0.0204846358 4.840287e-03 1.699348e-02
## PC150 -2.091758e-02 -1.463743e-02 -0.0221288984 -2.226861e-02 -3.185583e-02
## PC151 8.988173e-03 1.334009e-02 0.0142376500 8.108395e-03 1.575352e-02
## PC152 1.599281e-03 2.579837e-03 -0.0022273169 5.396423e-03 -7.247225e-03
## PC153 -1.751690e-02 -1.592305e-02 -0.0187777556 -1.730844e-02 2.908813e-03
## PC154 5.738707e-03 2.167553e-03 0.0124950923 1.362001e-02 -1.792760e-03
## PC155 -7.741183e-03 6.581680e-03 -0.0116040650 -8.921538e-03 -2.138359e-02
## PC156 1.653127e-02 8.323895e-03 0.0219814703 2.036904e-02 2.487604e-02
## PC157 1.413616e-02 3.744247e-03 0.0011581786 1.525389e-02 5.083193e-03
## PC158 -3.430025e-03 3.787782e-03 0.0008075176 -8.287849e-03 -1.274551e-02
## PC159 9.984807e-03 4.045044e-03 0.0208975075 6.422304e-03 2.194231e-02
## PC160 -2.200667e-02 -1.750529e-02 -0.0140364234 -2.318349e-02 -3.060737e-02
## PC161 -8.645123e-03 -1.325193e-03 -0.0241871514 -1.117188e-02 -1.650866e-02
## PC162 5.142071e-03 9.796573e-03 -0.0012900728 2.236058e-03 -9.436049e-03
## PC163 -1.671139e-02 -9.678021e-03 -0.0073640709 -1.686675e-02 3.028513e-03
## PC164 4.484668e-03 1.394204e-02 0.0004975561 4.786578e-03 6.123143e-03
## PC165 1.583644e-02 1.558591e-02 0.0102728013 7.812912e-03 -3.970608e-03
## PC166 5.432380e-03 1.686879e-02 0.0059329047 7.922680e-03 -2.862018e-03
## PC167 1.197022e-02 1.429161e-02 0.0075370444 8.959458e-03 1.112608e-02
## PC168 -2.067742e-03 1.357736e-03 0.0116294709 -1.362951e-03 -7.535900e-03
## PC169 -6.544091e-03 1.768129e-03 -0.0069426696 -3.860359e-03 2.968200e-03
## PC170 -1.883289e-02 1.857658e-04 -0.0213268237 -1.918852e-02 -5.014578e-03
## PC171 9.500799e-03 9.925086e-03 0.0026713432 1.142293e-02 1.182581e-02
## PC172 3.788483e-03 -7.827595e-04 0.0032993459 3.483651e-03 1.688237e-03
## PC173 8.295602e-04 2.464035e-03 -0.0008691662 1.081064e-03 2.210178e-02
## PC174 1.067836e-02 1.826088e-02 0.0122551445 1.266982e-02 2.807625e-02
## PC175 3.713599e-03 8.268046e-03 0.0058970457 1.062394e-03 8.440664e-03
## PC176 5.163080e-02 5.282472e-02 0.0366195145 4.542993e-02 3.234821e-02
## PC177 -2.286820e-02 -1.647535e-02 -0.0092398417 -2.362383e-02 -1.273360e-02
## PC178 2.531729e-03 2.408840e-03 0.0077988285 4.195287e-03 1.836650e-03
## PC179 1.264319e-03 3.060817e-03 -0.0038815062 -2.610556e-03 -3.374158e-03
## PC180 1.163102e-03 -7.851201e-04 0.0024063744 2.778829e-03 1.021778e-02
## PC181 -4.178109e-03 -8.978461e-03 -0.0055228064 -2.887405e-03 1.762771e-02
## PC182 -1.264307e-02 -1.003631e-02 -0.0146829444 -1.317856e-02 -5.874135e-03
## PC183 -1.642182e-02 -1.876802e-02 -0.0088235723 -1.541153e-02 -1.054466e-02
## PC184 -2.279331e-03 -4.581846e-03 0.0139799732 -2.454655e-03 5.805144e-04
## PC185 -1.385857e-02 -1.479006e-02 -0.0180904288 -1.193609e-02 1.609361e-02
## PC186 1.355274e-03 1.249973e-02 -0.0027180373 2.568068e-03 9.826092e-03
## PC187 -5.999599e-03 8.972492e-03 -0.0007938209 -1.383589e-03 3.832683e-03
## PC188 2.850693e-03 3.073208e-03 -0.0009661195 2.867292e-03 -8.733554e-03
## PC189 1.231697e-02 1.020262e-02 -0.0033595116 9.105435e-03 -5.025476e-03
## PC190 4.086064e-04 -8.865096e-04 0.0006076313 -1.318192e-03 1.254741e-02
## PC191 -2.145971e-02 -2.413590e-02 -0.0133929222 -1.586788e-02 -8.275457e-03
## PC192 1.973359e-02 2.150993e-02 0.0246581571 1.832854e-02 3.646987e-02
## PC193 1.151776e-02 1.446209e-02 0.0086534431 1.231241e-02 2.139180e-03
## PC194 -4.683290e-03 -5.532884e-03 -0.0085157701 -2.590405e-03 1.526272e-02
## PC195 -7.629097e-03 8.451344e-03 -0.0132074504 -1.106880e-02 -2.619468e-03
## PC196 -2.359730e-02 -3.019583e-02 -0.0124446542 -1.968262e-02 -3.051750e-02
## PC197 1.806262e-02 3.950175e-03 0.0187398528 2.202868e-02 3.825556e-02
## PC198 1.008075e-02 8.176621e-03 -0.0104476684 2.477492e-03 1.245601e-02
## PC199 9.127077e-03 5.251678e-03 0.0115081350 1.720170e-02 1.423725e-02
## PC200 -6.504798e-03 4.858679e-03 -0.0112246714 -1.433982e-02 -1.177366e-02
## PC201 -8.576424e-04 3.890922e-04 -0.0048821074 -2.819820e-03 -1.764072e-02
## PC202 6.235643e-03 6.341235e-03 0.0061956081 6.928667e-03 -6.068902e-03
## PC203 -9.259519e-03 -1.503857e-02 -0.0050752410 -8.796595e-03 -2.392848e-02
## PC204 1.716121e-02 1.286733e-02 0.0182958247 1.015913e-02 -1.504145e-03
## PC205 -3.161521e-02 -2.639671e-02 -0.0324708140 -3.796030e-02 -4.253246e-02
## PC206 -2.837427e-03 -1.787234e-03 -0.0065236728 -6.472593e-03 5.194851e-03
## PC207 -1.173992e-03 -8.914101e-03 0.0078831784 -5.995731e-03 1.211425e-03
## PC208 1.043458e-02 2.028311e-02 0.0052062601 9.242591e-03 2.339010e-02
## PC209 1.420924e-02 1.199410e-02 0.0244925275 1.749549e-02 2.032069e-02
## PC210 1.069330e-02 7.846465e-03 0.0066956148 8.873990e-03 -4.031591e-03
## PC211 2.191544e-02 1.805158e-02 0.0189093431 2.293392e-02 2.464522e-02
## PC212 1.883559e-02 1.366092e-02 0.0058938462 1.526588e-02 3.760909e-03
## PC213 9.650343e-03 7.865890e-03 0.0114444802 1.169953e-02 1.383148e-02
## PC214 -2.340440e-02 -1.006693e-02 -0.0148029717 -2.123700e-02 -4.354795e-03
## PC215 -6.716015e-03 -1.675539e-02 -0.0128007997 -1.018624e-02 -1.470959e-02
## PC216 9.773660e-04 -9.612766e-03 0.0046976841 -7.051285e-05 -3.962625e-03
## PC217 -2.943813e-03 7.230591e-03 -0.0045824308 1.166508e-03 1.437757e-03
## PC218 2.251430e-03 -8.800246e-03 0.0098530448 1.882796e-03 -5.882562e-03
## PC219 1.217350e-03 1.570017e-03 -0.0001009303 -4.772348e-03 -1.231293e-02
## PC220 2.021139e-02 2.143394e-02 0.0186510880 2.440155e-02 1.252936e-02
## PC221 1.210024e-02 6.398395e-03 -0.0029709527 1.579086e-02 -9.770074e-03
## PC222 -1.217150e-02 -8.792813e-03 -0.0209546244 -1.237267e-02 -1.537917e-02
## PC223 -1.379987e-02 -1.219862e-02 -0.0095447369 -1.055218e-02 7.324672e-04
## PC224 1.586513e-02 4.376430e-03 0.0176170903 1.850461e-02 1.367663e-02
## PC225 -1.212519e-02 -6.950248e-03 -0.0129274071 -8.989303e-03 -1.110525e-02
## PC226 -4.882003e-03 -8.288252e-04 0.0044731101 -2.528169e-03 1.608948e-02
## PC227 3.261859e-03 -4.266758e-03 0.0068349311 5.759708e-03 1.507771e-02
## PC228 -1.612065e-02 -1.717905e-02 -0.0048056612 -2.066542e-02 -1.692675e-02
## PC229 1.742694e-02 1.584943e-02 0.0243009540 2.038656e-02 1.461817e-02
## PC230 -1.624219e-02 -1.071115e-02 -0.0134352789 -2.148932e-02 -1.857913e-02
## PC231 1.568512e-02 2.457015e-02 0.0004893258 1.280043e-02 1.617640e-02
## PC232 1.844697e-03 -1.581803e-03 -0.0096804820 7.352736e-04 -4.395005e-03
## PC233 4.657933e-03 9.133935e-03 0.0099517214 6.756078e-03 9.466065e-03
## PC234 -1.160532e-02 -1.987465e-02 -0.0028250343 -6.971004e-03 6.098582e-03
## PC235 -4.309459e-03 2.337934e-03 -0.0045267517 -5.091813e-03 -3.702686e-03
## PC236 1.529635e-02 1.547209e-02 0.0016758689 8.917194e-03 9.316353e-03
## PC237 -7.536813e-03 -1.075350e-02 0.0061645588 -5.872489e-03 6.083592e-03
## PC238 1.301382e-05 -3.577136e-03 -0.0106097750 2.132094e-03 6.375107e-03
## PC239 -1.421496e-02 -1.076665e-02 -0.0123198175 -1.367198e-02 -2.284859e-02
## PC240 1.530606e-02 1.974708e-02 0.0258188470 1.335142e-02 6.107615e-03
## PC241 -9.237567e-03 1.281675e-03 -0.0088860311 -9.506343e-03 -3.954396e-03
## PC242 -1.023784e-02 -7.434647e-03 -0.0041493440 -8.195235e-03 9.789917e-03
## PC243 -2.635090e-02 -2.171807e-02 -0.0122704299 -2.191886e-02 -2.392726e-02
## PC244 -2.234634e-02 -1.039284e-02 -0.0261921481 -2.321829e-02 -4.028271e-03
## PC245 -5.719349e-03 1.763024e-04 -0.0060531955 -3.366637e-03 -1.067307e-02
## PC246 2.013674e-02 1.869952e-02 -0.0036941366 1.073848e-02 8.928028e-04
## PC247 -5.476084e-03 -2.651790e-03 -0.0069237768 -8.486365e-03 2.459096e-03
## PC248 1.276722e-02 1.536051e-03 0.0007166159 9.634849e-03 1.440418e-02
## PC249 -2.949080e-03 -2.118591e-04 0.0020311769 -9.942210e-03 4.651032e-03
## PC250 1.042671e-02 8.061190e-03 0.0124326371 1.062475e-02 -1.048133e-03
## PC251 -1.237982e-02 -3.616504e-03 -0.0122721999 -1.363363e-02 -2.131304e-02
## PC252 -1.114324e-02 -2.199218e-02 -0.0162273271 -1.132838e-02 -1.360090e-02
## PC253 2.228646e-02 1.104051e-02 0.0297458534 2.056597e-02 1.274159e-02
## PC254 4.828184e-03 9.444960e-03 -0.0049219161 4.098968e-03 2.979979e-03
## PC255 1.167070e-03 1.084876e-02 -0.0058599686 3.133005e-03 -1.391749e-04
## PC256 -1.045510e-02 -1.490354e-02 -0.0083289120 -1.212070e-02 -1.336059e-02
## PC257 -7.850212e-03 -1.248754e-02 -0.0031882907 -1.151615e-02 1.904053e-03
## PC258 -1.094939e-02 -1.106897e-02 -0.0113572941 -9.780725e-03 -1.984480e-02
## PC259 1.671852e-03 -4.592054e-03 0.0160578437 4.074938e-03 -8.993009e-03
## PC260 -6.216814e-04 4.066664e-03 -0.0069549144 -6.394430e-04 -2.593873e-03
## PC261 -1.742403e-02 -6.731617e-03 -0.0339523820 -2.126602e-02 -2.157755e-02
## PC262 1.221715e-02 5.003326e-03 0.0091691931 1.566875e-02 2.680727e-02
## PC263 4.185842e-03 -8.387335e-04 0.0014229085 4.286159e-03 3.249197e-03
## PC264 -7.580811e-03 -1.199498e-03 0.0011468373 -5.109215e-03 -1.546326e-02
## PC265 -2.963134e-04 1.073328e-02 -0.0049904165 4.530144e-04 2.085545e-05
## PC266 -4.420424e-03 1.843472e-03 -0.0041818827 -5.809413e-03 -1.487411e-02
## PC267 7.764019e-03 4.706856e-03 0.0078414091 8.898699e-03 -3.429646e-05
## PC268 -1.191678e-02 -9.033983e-03 -0.0190287587 -1.115001e-02 9.573425e-03
## PC269 -5.305583e-03 1.752387e-03 -0.0121681253 -7.108570e-03 -1.320417e-02
## PC270 -1.327544e-02 -1.408584e-02 -0.0054901435 -1.292263e-02 -3.113137e-03
## PC271 -5.758944e-03 -7.512783e-03 -0.0015794117 -6.766128e-03 -9.357024e-03
## PC272 3.794796e-04 -7.655162e-03 -0.0136083479 -1.199947e-03 -2.739573e-03
## PC273 4.647228e-03 4.730231e-03 0.0026005001 -7.128112e-04 -3.269456e-03
## PC274 6.690118e-03 1.382400e-03 0.0020508648 1.166146e-02 6.857240e-03
## PC275 1.385836e-02 1.344712e-02 0.0202094688 1.052181e-02 1.574294e-02
## PC276 8.611930e-03 7.692668e-03 0.0114395636 8.613649e-03 1.072820e-02
## PC277 2.905141e-03 -3.238753e-03 0.0085519646 1.253738e-03 7.281260e-03
## PC278 -1.381198e-02 -1.188758e-02 -0.0116305405 -1.319474e-02 -2.207528e-02
## PC279 -1.010312e-02 -9.603417e-03 0.0004735033 -1.345825e-02 -1.599887e-02
## PC280 -9.951640e-03 5.779933e-04 -0.0054439278 -9.340206e-03 -1.029966e-03
## PC281 -1.887395e-02 -4.115081e-03 -0.0121309431 -1.595407e-02 -1.145873e-02
## PC282 5.567052e-03 1.359113e-02 0.0043478686 5.265001e-03 -1.127592e-02
## PC283 -2.101263e-02 -1.721216e-02 -0.0178652752 -2.122146e-02 -9.016481e-03
## PC284 2.975633e-03 7.731770e-04 -0.0006298399 2.636816e-03 7.000190e-04
## PC285 -4.879712e-03 -1.194488e-02 -0.0068930419 -7.913603e-03 6.744640e-03
## PC286 1.669807e-03 1.348329e-02 -0.0060061700 4.400769e-04 -4.445693e-03
## PC287 -1.679266e-02 -2.714153e-02 -0.0133753313 -1.517467e-02 -1.741219e-02
## PC288 -1.521438e-02 -1.358937e-02 0.0030392464 -1.281137e-02 -1.131904e-02
## PC289 3.250316e-03 -8.092099e-03 0.0009341026 4.489721e-03 2.942751e-03
## PC290 -1.026624e-02 -1.822017e-03 -0.0066717119 -2.034371e-03 -2.528655e-03
## PC291 1.471020e-03 1.689565e-03 0.0139560906 1.913315e-03 1.566969e-02
## PC292 -2.493806e-02 -1.524116e-02 -0.0133340825 -2.444427e-02 -1.470715e-02
## PC293 1.151361e-02 2.769898e-03 0.0242373088 1.537617e-02 1.075537e-02
## PC294 -1.889114e-03 -3.380069e-04 -0.0083898306 -6.329677e-03 2.764430e-03
## PC295 -4.171461e-04 -6.219682e-03 -0.0092636178 2.564185e-05 5.923666e-04
## PC296 2.311031e-02 2.192565e-02 0.0217249885 1.935120e-02 2.336962e-02
## PC297 2.076583e-02 8.607499e-03 0.0272248762 2.483212e-02 3.468915e-02
## PC298 -2.702415e-02 -1.996425e-02 -0.0255059727 -2.784210e-02 -1.944342e-02
## PC299 -7.304802e-03 -1.365517e-02 -0.0042529731 -4.039491e-03 2.246740e-03
## PC300 2.855987e-03 2.980586e-03 0.0035614920 3.422046e-03 -1.643791e-02
## PC301 -2.861471e-03 -1.845688e-03 0.0153815367 6.598386e-03 1.216082e-02
## PC302 -1.171262e-02 -1.117604e-02 -0.0160862001 -1.254443e-02 -1.382410e-02
## PC303 -1.041906e-02 -1.606063e-02 0.0006096483 -7.893560e-03 -1.026366e-02
## PC304 -2.273601e-02 -1.523228e-02 -0.0222790866 -1.879705e-02 -1.066242e-02
## PC305 8.705886e-04 -4.530242e-03 0.0050285837 3.113285e-03 -4.176460e-03
## PC306 6.758457e-03 5.475585e-03 -0.0026251401 5.197137e-03 -6.377552e-03
## PC307 -1.020820e-02 -6.488667e-03 0.0065859851 -9.173887e-03 1.311450e-03
## PC308 2.821246e-02 1.892082e-02 0.0242855040 2.784309e-02 1.785352e-02
## PC309 1.202384e-02 -5.015250e-03 0.0099855673 6.308879e-03 -8.959920e-04
## PC310 -2.287743e-02 -2.823519e-02 -0.0107516992 -1.293149e-02 -9.065154e-03
## PC311 -5.459745e-03 -1.109491e-04 -0.0106274686 -7.986508e-03 -2.481328e-02
## PC312 9.282670e-03 1.236018e-02 0.0120439684 9.118023e-03 3.010498e-03
## PC313 6.598124e-03 -5.612762e-03 0.0069428955 6.419830e-03 -2.981398e-03
## PC314 3.035873e-04 2.815025e-03 0.0008543985 1.788755e-03 -5.518929e-03
## PC315 -1.316987e-02 -1.597846e-02 -0.0049467864 -1.446628e-02 7.593183e-04
## PC316 -2.038246e-02 -2.002379e-02 -0.0260028438 -2.101936e-02 -1.381638e-02
## PC317 1.039987e-02 5.810694e-03 0.0105550130 9.768623e-03 3.653549e-03
## PC318 -8.776171e-03 -1.070361e-02 -0.0121614707 -1.147121e-02 -1.157267e-02
## PC319 1.792652e-02 3.160874e-02 0.0118635222 1.347897e-02 1.277908e-02
## PC320 -1.751286e-02 -9.635359e-03 -0.0068065443 -1.844346e-02 -9.642735e-03
## PC321 -2.135270e-02 -2.767105e-02 -0.0214835003 -2.262853e-02 -2.929151e-02
## PC322 1.554366e-02 7.525584e-03 0.0092427511 1.663249e-02 9.646355e-03
## PC323 4.357705e-02 4.764502e-02 0.0278480196 3.711954e-02 2.553398e-02
## PC324 1.071262e-02 1.449327e-02 0.0149548832 1.208789e-02 2.220005e-03
## PC325 -2.075425e-02 -1.429842e-02 -0.0201080496 -1.849176e-02 -1.729411e-02
## PC326 -2.841459e-03 -1.201975e-05 -0.0030627548 -2.584715e-03 1.130620e-03
## PC327 1.516834e-02 8.834626e-03 0.0206449926 1.229998e-02 2.390242e-02
## PC328 -1.010383e-02 -3.057045e-03 -0.0134136472 -1.451654e-02 -2.403644e-02
## PC329 -1.244387e-03 -3.372699e-03 -0.0025755106 -2.246492e-03 1.175986e-02
## PC330 6.344080e-05 4.755891e-03 -0.0022338922 -2.610275e-03 3.833248e-03
## PC331 -2.198161e-03 -5.094139e-03 -0.0071561667 -7.563213e-04 -1.034866e-02
## PC332 2.586132e-02 9.707515e-03 0.0258692595 2.325885e-02 2.695949e-02
## PC333 -1.376124e-03 4.495847e-03 -0.0041020087 -6.482954e-03 -6.377677e-03
## PC334 -1.860306e-03 -6.998442e-03 0.0078654596 5.715412e-04 -4.567056e-04
## PC335 1.575730e-02 1.780759e-02 0.0110025487 1.183482e-02 8.207947e-03
## PC336 1.381299e-02 1.615438e-02 0.0130561557 1.156004e-02 1.237392e-02
## PC337 -7.010425e-03 3.095861e-03 -0.0113014914 -8.577857e-03 -4.909159e-03
## PC338 5.158128e-03 -5.800006e-03 0.0034016512 2.788520e-03 1.154862e-02
## PC339 -8.025437e-04 -2.579064e-03 -0.0039120404 4.356306e-03 6.254430e-03
## PC340 -1.309634e-02 -6.884524e-03 -0.0152703608 -1.821834e-02 -1.652753e-02
## PC341 9.084643e-03 1.433452e-02 0.0134728638 1.472701e-02 -3.684064e-03
## PC342 9.716047e-03 -2.101104e-04 0.0065011683 1.236114e-02 7.399215e-03
## PC343 -1.121503e-04 1.725439e-03 -0.0091302545 -5.196888e-03 -1.164629e-02
## PC344 1.085709e-02 9.548722e-03 0.0175663835 1.681935e-02 1.647961e-02
## PC345 -1.188630e-02 -1.151711e-02 -0.0175961959 -1.006902e-02 -1.205171e-02
## PC346 -1.363229e-02 -1.076963e-02 -0.0036740033 -1.425399e-02 6.644184e-03
## PC347 9.213538e-03 1.707195e-02 0.0101691570 9.231046e-03 1.378139e-02
## PC348 -1.576769e-02 -6.084264e-03 -0.0235750949 -1.976156e-02 -1.652911e-02
## PC349 -9.830341e-03 9.715964e-04 -0.0060406540 -9.517744e-03 -3.136492e-03
## PC350 -1.163320e-02 -7.928382e-03 -0.0258659318 -9.736502e-03 -3.445150e-02
## PC351 1.777806e-02 8.338293e-03 0.0097731616 1.293292e-02 7.376793e-03
## PC352 4.612879e-03 1.336963e-03 0.0074106128 7.694568e-03 5.033577e-03
## PC353 -7.986806e-03 -1.447224e-02 -0.0069142801 -5.786297e-03 2.033802e-03
## PC354 4.246773e-03 4.934851e-03 0.0122966571 7.950640e-03 2.785265e-02
## PC355 1.968589e-02 2.845309e-02 0.0158350577 1.970725e-02 8.838252e-03
## PC356 2.106331e-02 1.323205e-02 0.0188466362 1.605174e-02 8.417445e-03
## PC357 -8.136799e-03 -2.316610e-03 -0.0019305382 -6.975304e-03 -1.277304e-02
## BEAV BESS BIXB BLAC BOIS
## PC1 0.6663521258 0.6372235682 6.176883e-01 6.114176e-01 6.905591e-01
## PC2 0.4368820340 0.5013743181 5.485327e-01 5.217848e-01 3.687056e-01
## PC3 -0.1461179031 -0.1935313642 5.794840e-03 -3.346963e-02 -1.818369e-01
## PC4 0.2521801189 0.1648091214 -1.861503e-03 1.277126e-01 2.788114e-01
## PC5 0.2292407982 0.1765040111 2.202716e-01 2.043281e-01 2.765492e-01
## PC6 0.1411340337 0.0172837413 8.312495e-02 1.168651e-01 1.189364e-01
## PC7 0.0251230462 0.1542734781 1.990515e-01 2.085910e-01 -6.977627e-02
## PC8 0.0311627094 -0.0415569862 -5.954041e-02 -4.827675e-02 5.413802e-02
## PC9 -0.0820461783 -0.0293872726 2.650419e-02 -1.227825e-03 -8.052368e-02
## PC10 0.0792089731 0.1258872735 8.985153e-02 1.330387e-01 3.679384e-02
## PC11 0.0543855391 0.0798151425 2.959214e-02 2.726229e-02 3.439258e-02
## PC12 0.0594848360 0.0417639051 8.053848e-02 4.460093e-02 9.286895e-02
## PC13 -0.0339625426 -0.0464577504 1.704815e-02 -4.578251e-02 8.619999e-03
## PC14 0.0268358475 0.0044232480 -6.393161e-03 3.771918e-02 -1.979279e-02
## PC15 -0.0012795300 0.0345281197 -1.382613e-02 -3.746705e-02 -1.629478e-02
## PC16 -0.0198248958 0.0355411351 5.585245e-02 1.932697e-02 -5.280647e-02
## PC17 -0.0556454325 -0.0608970671 -9.765275e-03 -4.836898e-02 -4.727865e-02
## PC18 0.0027377976 0.0095066760 8.264744e-04 2.223196e-02 4.185913e-03
## PC19 0.0446745765 0.0131167572 -9.490804e-03 -2.034421e-02 4.550731e-02
## PC20 -0.0513557704 0.0107169056 -7.272455e-03 3.471429e-03 -2.470687e-02
## PC21 0.0006442178 -0.0109608465 -9.291179e-03 -2.745832e-02 -1.807236e-02
## PC22 -0.0175535356 0.0534084173 3.115460e-02 4.767084e-02 -8.585647e-03
## PC23 -0.0019966508 0.0033711704 -2.303283e-02 -1.764013e-02 -3.679914e-03
## PC24 0.0586836406 0.0062261000 -3.617984e-02 1.191544e-02 2.594571e-02
## PC25 0.0470789346 0.0442913296 -7.315432e-03 1.270647e-02 3.829652e-02
## PC26 0.0019755383 -0.0138080603 3.777575e-03 -8.945050e-03 3.057238e-02
## PC27 0.0288711799 0.0435499273 1.895417e-02 9.081553e-03 4.764507e-02
## PC28 -0.0100086209 0.0020136898 6.690119e-02 2.204371e-02 -2.041468e-04
## PC29 0.0014527001 0.0177418793 6.378872e-02 6.198823e-02 -2.439111e-02
## PC30 0.0347523074 0.0258740015 5.785094e-03 -9.357412e-04 3.129855e-02
## PC31 -0.0171567388 -0.0016880527 2.228564e-02 1.160694e-02 -3.709256e-02
## PC32 -0.0043111357 -0.0021354789 6.064482e-03 1.468555e-02 1.700980e-04
## PC33 -0.0184088013 -0.0156391760 6.478229e-03 -2.430679e-02 -2.595691e-02
## PC34 -0.0449355678 -0.0070501433 6.069832e-03 1.026277e-02 -6.686009e-02
## PC35 0.0120760555 -0.0183710133 -2.071148e-02 -1.084863e-02 2.784175e-02
## PC36 -0.0028588083 0.0195606142 1.793258e-02 1.943607e-02 -1.457538e-03
## PC37 0.0161700375 0.0127064052 2.631586e-02 3.189838e-02 3.343779e-02
## PC38 0.0073738562 0.0068987988 3.988649e-02 2.435101e-02 7.639159e-03
## PC39 0.0530612811 0.0537539173 1.786291e-02 5.282815e-02 2.034744e-02
## PC40 0.0232268495 0.0071514302 -8.659415e-03 9.013233e-03 2.060440e-02
## PC41 -0.0046730022 -0.0086800364 3.268670e-02 -3.104233e-03 -1.277898e-02
## PC42 0.0053531617 0.0057720694 -1.959186e-04 -1.561214e-02 2.112530e-02
## PC43 -0.0168744214 -0.0222029435 -2.630598e-02 -3.643888e-02 1.584963e-02
## PC44 -0.0535466543 -0.0649193619 -6.010676e-02 -6.222935e-02 -4.013714e-02
## PC45 0.0177889692 0.0341582663 3.992315e-02 3.009102e-02 2.903925e-02
## PC46 -0.0018997272 -0.0195847867 4.053976e-03 1.468584e-02 -1.785179e-02
## PC47 0.0074787191 0.0305325793 -7.844828e-03 9.972102e-03 1.931864e-03
## PC48 -0.0047545097 0.0005409379 -1.555908e-02 -7.968069e-03 -2.304330e-02
## PC49 -0.0093809153 -0.0314190164 -3.802150e-02 -2.501649e-02 4.987589e-03
## PC50 0.0067900306 0.0003680023 4.720639e-02 3.529408e-02 1.181549e-02
## PC51 0.0460987971 0.0308097515 -4.878536e-03 2.362863e-04 3.295503e-02
## PC52 0.0168514468 -0.0374022492 -1.810028e-02 -1.712596e-03 1.102525e-02
## PC53 0.0451748533 0.0256037729 -1.170168e-04 2.723980e-02 5.348889e-02
## PC54 -0.0193739444 -0.0351305594 -3.837257e-02 -4.329687e-02 -8.266236e-03
## PC55 -0.0344162768 -0.0454223728 -1.191932e-03 -5.445113e-03 -1.162127e-02
## PC56 -0.0014957095 -0.0148398659 -1.787199e-02 -1.027360e-02 7.401399e-03
## PC57 0.0162520029 0.0290086350 3.989551e-03 1.805984e-02 1.310769e-02
## PC58 -0.0203822915 -0.0142805757 -7.594788e-03 -1.049208e-02 -3.859366e-03
## PC59 -0.0075531471 -0.0007973832 6.368037e-03 2.890119e-02 -5.924247e-03
## PC60 0.0246925986 0.0269425319 5.628097e-02 3.553660e-02 2.480016e-02
## PC61 -0.0237190492 -0.0216991308 2.885118e-03 -1.033970e-02 -2.292833e-02
## PC62 -0.0446366629 0.0167163652 2.526171e-03 -2.314227e-03 -2.481555e-02
## PC63 -0.0123261130 0.0020185475 8.520457e-03 -3.452221e-03 4.030252e-03
## PC64 0.0023569276 0.0002476595 -3.301154e-02 -3.160706e-02 2.945069e-03
## PC65 -0.0107199175 -0.0026122002 -1.486912e-02 -7.513762e-03 -2.693430e-02
## PC66 -0.0222529736 -0.0012065781 2.136270e-02 1.117336e-02 -2.206997e-02
## PC67 0.0127339846 0.0253153106 9.740747e-03 2.037699e-02 6.062490e-03
## PC68 -0.0214270299 -0.0033808842 -6.265786e-03 1.342314e-02 -2.600948e-02
## PC69 -0.0285352483 -0.0176428976 1.305846e-02 -1.242667e-02 -1.596257e-02
## PC70 -0.0108292806 -0.0025728609 -1.920925e-02 -1.328699e-02 -2.680820e-03
## PC71 0.0029235416 -0.0200828678 8.632586e-03 -3.730028e-03 2.084688e-02
## PC72 0.0174862324 0.0180865673 2.040475e-02 1.979803e-02 6.934736e-03
## PC73 0.0257776515 -0.0009486147 -1.136921e-02 -1.461175e-02 4.362800e-02
## PC74 -0.0210977474 -0.0234726449 -1.381027e-02 -2.529645e-02 1.504727e-02
## PC75 -0.0235798184 -0.0241111829 -2.158137e-02 -3.497707e-02 -2.675283e-02
## PC76 0.0091061367 0.0040273713 -1.691120e-03 7.284444e-03 7.129406e-03
## PC77 0.0201082912 -0.0041840604 2.331522e-02 8.242283e-03 1.699827e-02
## PC78 0.0124773476 0.0095701877 -2.530829e-03 9.684334e-03 2.526865e-02
## PC79 0.0067643510 0.0003971750 -5.045573e-03 -1.115102e-02 1.949652e-02
## PC80 0.0215094451 -0.0086384604 -2.459134e-02 -3.459043e-02 1.814318e-02
## PC81 0.0185906143 0.0040791306 -4.877995e-03 1.730205e-02 1.272528e-02
## PC82 0.0341372036 0.0258564306 1.487419e-02 2.992356e-03 2.721931e-02
## PC83 -0.0093157338 0.0154113963 9.594011e-03 1.530406e-02 -1.219602e-03
## PC84 -0.0018713827 0.0095573468 7.820701e-03 2.902158e-03 8.980380e-04
## PC85 0.0132728250 -0.0146989249 2.278115e-02 -1.707719e-03 1.163871e-02
## PC86 -0.0307902769 -0.0335705230 -7.101647e-03 -2.250051e-02 -1.594256e-02
## PC87 -0.0218114413 -0.0201209754 -4.571903e-02 -2.286313e-02 -1.130912e-02
## PC88 -0.0378727316 -0.0447327661 -4.721544e-03 -2.196543e-02 -1.756273e-02
## PC89 -0.0267435904 -0.0104291111 -1.683979e-02 -8.857091e-03 -1.696890e-02
## PC90 -0.0217792567 -0.0048431550 -1.647435e-02 -2.421874e-02 -1.327463e-02
## PC91 -0.0127755614 -0.0151523991 -6.193533e-03 -1.847165e-02 -8.151299e-03
## PC92 -0.0183104328 -0.0230170258 1.078619e-02 -4.811566e-03 -7.117457e-03
## PC93 -0.0021568714 0.0018651997 2.659521e-02 7.150223e-03 -1.281465e-02
## PC94 -0.0251667685 -0.0156955953 -5.056918e-03 -8.240004e-03 -1.590403e-02
## PC95 0.0101689006 -0.0121670180 -3.930121e-03 1.180387e-02 7.290737e-04
## PC96 -0.0053506620 0.0234524087 9.143813e-03 1.314825e-02 -7.096807e-03
## PC97 -0.0006385875 0.0097173881 7.543207e-03 7.095681e-03 7.410289e-04
## PC98 0.0053915216 0.0036634612 -2.772525e-03 9.368857e-03 -1.250371e-02
## PC99 -0.0181829488 -0.0130699982 8.266450e-03 1.080647e-02 -3.570732e-02
## PC100 0.0244216153 0.0266912632 -1.458772e-03 4.139484e-03 1.941239e-02
## PC101 0.0125347325 -0.0154314589 2.912464e-02 1.983696e-02 2.705774e-02
## PC102 0.0091554618 0.0048158509 2.065515e-02 3.697947e-02 -5.585178e-03
## PC103 0.0287132814 0.0228383423 2.990173e-02 1.166767e-02 2.924776e-02
## PC104 0.0075480385 0.0042994274 1.757889e-02 3.361159e-03 2.994988e-03
## PC105 -0.0122007996 0.0007501566 8.502483e-03 7.589277e-03 1.336040e-03
## PC106 0.0187965192 0.0260247409 6.063145e-03 2.603628e-02 -1.028788e-02
## PC107 -0.0123794014 -0.0288217121 -1.235987e-02 -2.425154e-02 -2.686663e-03
## PC108 -0.0116635647 -0.0167199435 -3.498208e-02 -2.012078e-02 -2.374989e-02
## PC109 -0.0436160821 -0.0176597047 -5.118992e-03 -1.904387e-02 -2.735888e-02
## PC110 0.0289744864 -0.0026251707 -1.302361e-02 -7.756918e-03 2.660386e-02
## PC111 -0.0083479639 0.0060618126 6.376241e-03 -1.645947e-03 -1.749859e-02
## PC112 -0.0210660733 -0.0231395996 4.272332e-03 -1.958531e-02 -1.546265e-02
## PC113 -0.0038777042 0.0048961751 -2.890932e-02 -1.093142e-02 -1.249038e-02
## PC114 0.0095602535 0.0266560227 3.206714e-02 2.396614e-02 -8.255660e-04
## PC115 0.0357260819 0.0227386371 3.131988e-02 1.315822e-02 4.102348e-02
## PC116 -0.0064973567 -0.0039432638 -1.713368e-03 -9.512215e-03 -5.480385e-03
## PC117 -0.0232228295 -0.0270411829 1.595613e-02 4.212540e-03 -3.232115e-02
## PC118 0.0078377502 -0.0005942923 1.500743e-02 -9.714771e-03 -6.129747e-04
## PC119 0.0036751012 0.0009896104 -2.184826e-02 -8.923536e-04 -3.968075e-03
## PC120 -0.0166112181 -0.0025894778 5.193222e-03 1.082351e-05 5.466004e-04
## PC121 0.0061366275 -0.0036830148 -2.542359e-03 -1.358393e-02 -7.774980e-03
## PC122 0.0232896326 0.0114222725 1.060723e-05 1.846701e-03 2.378822e-03
## PC123 0.0098642031 0.0066219214 5.270693e-03 7.183315e-03 1.601606e-02
## PC124 -0.0304544658 -0.0224964915 1.287061e-02 -3.026972e-03 -2.532714e-02
## PC125 -0.0230008085 -0.0078205435 2.101247e-02 -1.299809e-02 -1.023171e-02
## PC126 0.0154682933 -0.0082613049 8.262376e-03 1.057666e-03 1.353413e-02
## PC127 0.0218461843 0.0095857160 6.736325e-03 -1.463140e-02 2.723402e-02
## PC128 -0.0024566651 0.0063984759 1.957844e-03 -1.630751e-02 -9.948052e-03
## PC129 0.0042825086 0.0206272765 1.798085e-02 1.295031e-02 -2.143573e-03
## PC130 -0.0011242500 -0.0153551762 1.097717e-02 1.191549e-02 -2.951746e-03
## PC131 0.0119221205 -0.0154596756 8.863444e-04 -6.219614e-03 8.031259e-03
## PC132 -0.0064463236 -0.0072689625 -2.689566e-02 -2.605451e-02 -1.053230e-02
## PC133 0.0237060372 0.0199072237 9.084148e-03 9.526088e-03 7.192086e-03
## PC134 -0.0141906884 -0.0357568384 -3.670755e-02 -3.183073e-02 -8.280530e-03
## PC135 -0.0194115209 -0.0102915110 -3.908587e-02 -2.782213e-02 -1.455907e-02
## PC136 0.0080008477 0.0026460456 1.878114e-02 1.808579e-02 1.910491e-04
## PC137 -0.0063891479 0.0228492531 2.387797e-02 2.247925e-02 -1.026011e-02
## PC138 0.0063818414 0.0126919702 1.287074e-02 1.140286e-02 -2.268816e-03
## PC139 -0.0029449402 -0.0003304849 5.321860e-03 1.704340e-02 -9.059705e-04
## PC140 0.0082086309 0.0172582887 1.204838e-02 7.541144e-03 4.795651e-03
## PC141 0.0052001295 0.0004891349 2.549974e-02 1.281332e-02 5.862679e-03
## PC142 -0.0302204675 0.0016596007 8.646692e-03 -9.387617e-03 -3.038646e-02
## PC143 0.0202601545 0.0352762924 4.148795e-02 3.708968e-02 1.353249e-02
## PC144 -0.0253246710 -0.0189434621 -7.297377e-03 -6.450828e-03 -2.093714e-02
## PC145 -0.0112647801 -0.0242028902 -5.879124e-03 -1.917246e-02 -3.286347e-02
## PC146 -0.0074322114 -0.0301609792 -1.618854e-02 -2.556820e-02 -4.480039e-03
## PC147 0.0071151005 0.0039879372 -2.524137e-02 -1.191375e-02 6.168865e-03
## PC148 0.0105290388 0.0098755373 2.013902e-02 1.365559e-02 -5.471126e-04
## PC149 0.0074518715 0.0138004838 -3.633346e-03 -1.241932e-02 2.632450e-02
## PC150 -0.0364330948 -0.0182880409 -2.055388e-02 -1.998389e-02 -3.523786e-02
## PC151 0.0102734443 0.0135317075 4.095230e-03 -8.279842e-03 2.261881e-02
## PC152 -0.0057583329 -0.0049620259 6.862431e-03 -6.175156e-03 1.446467e-02
## PC153 0.0024217830 -0.0015300908 -1.110402e-02 3.770317e-03 2.288100e-03
## PC154 -0.0020659716 0.0033916506 -2.364082e-03 -4.030733e-03 4.616342e-03
## PC155 -0.0086937680 -0.0196427468 7.344757e-03 -1.089592e-02 2.823071e-03
## PC156 0.0253236295 0.0287208115 2.439047e-02 2.557734e-02 -6.207540e-03
## PC157 0.0006640818 0.0105186727 -7.937083e-03 -4.811348e-03 2.160635e-03
## PC158 -0.0176214543 -0.0076591925 -1.650400e-02 -1.752915e-02 -1.213154e-02
## PC159 0.0329334436 0.0110417013 3.842973e-03 8.195320e-03 3.363860e-02
## PC160 -0.0120782449 -0.0286108834 -2.382616e-02 -2.564546e-02 -1.597296e-02
## PC161 -0.0100021745 -0.0232152162 -7.392541e-03 -3.447115e-04 -1.855715e-03
## PC162 -0.0138729374 -0.0079224258 -1.609314e-03 9.206022e-03 -1.871444e-02
## PC163 0.0040735592 -0.0096256968 -1.429085e-02 -1.547183e-02 1.023827e-02
## PC164 0.0150616954 0.0061141774 5.893683e-03 1.469358e-02 1.315620e-02
## PC165 0.0030674977 -0.0055238318 7.901789e-03 4.061675e-03 1.381461e-02
## PC166 -0.0077084957 0.0014261152 9.018570e-03 1.121226e-02 -1.271767e-02
## PC167 0.0093159968 0.0148114009 2.109211e-02 2.673986e-02 1.033279e-02
## PC168 -0.0076913180 -0.0069780665 -1.587816e-02 -1.567198e-02 1.025003e-02
## PC169 -0.0041596723 0.0011458177 1.635037e-02 9.441447e-03 -4.714447e-03
## PC170 -0.0032399426 -0.0192964111 -8.344516e-03 -1.102309e-02 4.026666e-03
## PC171 0.0201222168 0.0128279100 9.029166e-03 7.452954e-03 9.821914e-03
## PC172 0.0043142102 0.0030620658 5.426050e-03 8.921577e-03 -1.424027e-03
## PC173 0.0265336534 0.0063974279 8.899323e-03 1.236375e-02 3.264999e-02
## PC174 0.0385163258 0.0199438674 2.325025e-02 2.134221e-02 3.720124e-02
## PC175 0.0109235613 0.0008737138 2.417128e-02 1.699130e-02 5.486063e-03
## PC176 0.0361334441 0.0406741165 4.672071e-02 5.020641e-02 3.289535e-02
## PC177 -0.0210740971 -0.0217982720 -2.342253e-02 -2.681634e-02 -1.226534e-02
## PC178 0.0031190197 0.0030961001 5.465717e-03 1.431940e-02 -5.149943e-03
## PC179 -0.0014482523 -0.0078656474 -6.074455e-03 -1.218811e-02 6.162952e-03
## PC180 0.0263914804 0.0032257205 -1.025249e-02 -5.090342e-03 2.542572e-03
## PC181 0.0181653984 0.0062679386 -2.212882e-03 1.763494e-02 1.397034e-03
## PC182 -0.0070799371 -0.0073482633 -2.601021e-03 1.028758e-02 -1.306038e-02
## PC183 -0.0135656704 -0.0085638514 -2.692775e-02 -1.484184e-02 -1.517743e-02
## PC184 -0.0048368261 0.0046253888 4.390638e-03 -4.503296e-04 -2.562513e-03
## PC185 0.0156003537 -0.0002010582 9.156398e-03 8.319781e-03 1.337109e-02
## PC186 0.0120681080 0.0090788352 1.670909e-02 7.649302e-03 1.192031e-02
## PC187 0.0050304922 0.0023600700 1.439908e-02 7.403616e-04 4.119260e-03
## PC188 0.0033896923 -0.0014964624 3.542172e-03 -5.777546e-03 2.149562e-02
## PC189 -0.0024567744 -0.0004870516 1.060022e-02 1.327686e-02 -9.682747e-03
## PC190 0.0060365323 0.0041286917 6.323258e-03 -8.428274e-04 1.828553e-02
## PC191 -0.0070030545 -0.0219685170 -1.556012e-02 -2.179947e-02 -5.362121e-03
## PC192 0.0371538003 0.0284739932 2.834095e-02 2.840985e-02 3.457671e-02
## PC193 0.0037119121 0.0043070152 8.380427e-03 -3.427894e-04 -7.432440e-04
## PC194 0.0161001268 0.0039990184 -1.931629e-03 -6.174594e-03 -2.417203e-03
## PC195 0.0080468394 -0.0028598388 9.441536e-03 4.279573e-03 1.514214e-02
## PC196 -0.0222288297 -0.0212420386 -2.419950e-02 -3.441951e-02 -1.846888e-02
## PC197 0.0351119422 0.0308954776 -2.391310e-03 2.341112e-02 3.279311e-02
## PC198 0.0242804719 -0.0046039332 5.040406e-03 9.755214e-03 1.591158e-02
## PC199 0.0114466861 0.0158291465 9.624433e-03 7.045594e-03 3.975088e-03
## PC200 -0.0003853035 -0.0141226299 6.947873e-03 4.675801e-04 -7.342747e-03
## PC201 -0.0298898325 -0.0094356401 -1.128943e-02 -2.828592e-02 -2.765584e-02
## PC202 -0.0067573864 0.0032115659 1.232658e-02 7.633732e-03 -6.746789e-03
## PC203 -0.0188973904 -0.0153781136 -1.675050e-02 -8.202658e-03 -1.749427e-03
## PC204 0.0051800397 0.0011024208 4.250196e-03 -1.313362e-03 -1.070853e-03
## PC205 -0.0388749624 -0.0400189702 -7.765658e-03 -2.625717e-02 -1.936628e-02
## PC206 0.0050640113 -0.0025598931 -4.089183e-03 -8.449778e-03 2.420573e-02
## PC207 0.0001009605 -0.0031742942 4.743261e-04 -7.790482e-03 1.172823e-03
## PC208 0.0303372616 0.0148577697 1.990390e-02 1.807703e-02 2.393281e-02
## PC209 0.0076621816 0.0161149716 -1.315489e-03 3.213793e-03 6.333215e-03
## PC210 -0.0065980348 0.0031914216 1.201915e-02 1.926258e-02 -9.115494e-03
## PC211 0.0179468514 0.0192185289 9.016972e-03 1.141636e-02 3.746746e-03
## PC212 -0.0005534991 0.0087556025 2.797245e-02 1.422733e-02 -5.436902e-03
## PC213 0.0178569574 0.0131921113 1.256197e-02 1.893357e-02 3.788385e-03
## PC214 -0.0049663672 -0.0144895495 -9.421932e-04 -8.368570e-03 -2.310238e-02
## PC215 -0.0262632967 -0.0066684987 -1.004556e-02 -8.724084e-03 -3.108954e-02
## PC216 -0.0065652583 -0.0068214982 -1.026604e-02 1.287228e-03 5.225594e-03
## PC217 0.0038696497 -0.0022889491 5.965024e-04 5.430266e-03 -1.165384e-02
## PC218 -0.0118755668 0.0056004414 -1.409318e-02 -5.867059e-03 -2.610079e-02
## PC219 -0.0060222555 -0.0088313119 -8.362126e-03 -2.089927e-02 -1.056583e-02
## PC220 -0.0005774665 0.0251856935 1.972170e-02 2.238428e-02 -2.552644e-03
## PC221 0.0012827744 -0.0013692933 1.690347e-02 4.442891e-04 3.118070e-03
## PC222 -0.0185002414 -0.0148892188 -1.000842e-02 -1.493117e-02 -1.437512e-02
## PC223 -0.0040782307 -0.0054764807 -1.645226e-02 -2.271988e-02 -2.592606e-02
## PC224 0.0075743866 0.0139708742 -3.408286e-03 -5.764954e-03 7.663720e-03
## PC225 -0.0010102827 -0.0106896347 8.500686e-03 -1.460620e-02 2.788028e-03
## PC226 0.0188922556 0.0027223567 1.098058e-02 4.714378e-03 2.531700e-02
## PC227 0.0195353953 0.0059936273 -9.591031e-03 -9.878447e-04 -5.769567e-03
## PC228 -0.0104034242 -0.0110607330 -1.886659e-02 -1.488784e-02 -7.347251e-03
## PC229 0.0219134280 0.0129720005 4.968610e-03 1.143899e-02 1.614897e-02
## PC230 -0.0268032196 -0.0175528804 -7.314458e-03 -1.123343e-02 -2.496398e-02
## PC231 0.0115223735 0.0214361718 1.957876e-02 2.855715e-02 5.063879e-03
## PC232 -0.0037666365 0.0008345295 -9.879320e-04 -1.212390e-03 2.374818e-03
## PC233 0.0087067593 0.0076059085 1.573989e-02 1.014173e-02 3.359697e-03
## PC234 -0.0041874548 0.0020548603 -2.427379e-02 -2.889781e-02 7.765981e-04
## PC235 -0.0060895308 -0.0105021105 -8.220704e-03 -2.242024e-03 -5.904209e-03
## PC236 0.0174046476 0.0057786087 8.937580e-03 5.959787e-03 3.967134e-03
## PC237 -0.0013180509 -0.0010540909 -1.903731e-03 -7.285054e-03 4.453056e-03
## PC238 0.0147674247 0.0033499186 4.153912e-03 7.529643e-03 3.684696e-03
## PC239 -0.0241658618 -0.0160510104 -4.436926e-03 -9.881942e-03 -1.733616e-03
## PC240 -0.0038580278 0.0140345794 1.543533e-02 5.874883e-04 -2.270502e-03
## PC241 -0.0107381407 -0.0095487763 -6.270487e-03 -1.458136e-03 -2.963296e-03
## PC242 0.0168779715 -0.0031229260 3.018142e-03 1.685413e-03 2.713882e-02
## PC243 -0.0199496484 -0.0194812587 -2.081133e-02 -2.885415e-02 -1.317064e-02
## PC244 0.0152468888 -0.0203615692 -1.062486e-02 -1.715347e-02 7.748354e-03
## PC245 -0.0042092025 -0.0108851934 -1.368775e-03 -7.997127e-03 -1.189654e-02
## PC246 -0.0126985967 0.0049983002 1.632853e-02 9.315560e-03 -9.156227e-03
## PC247 -0.0017760857 -0.0078022599 -6.097771e-03 1.156113e-02 -5.046059e-03
## PC248 0.0156211661 0.0094593941 4.414962e-03 1.297441e-02 1.670727e-02
## PC249 -0.0027007513 -0.0069243487 -2.792211e-03 -5.716970e-03 -6.332789e-03
## PC250 0.0102877784 0.0056580536 1.135996e-02 7.461595e-03 -3.519757e-03
## PC251 -0.0210196338 -0.0177520751 -1.846862e-02 -2.451708e-02 -2.994186e-02
## PC252 -0.0197390462 -0.0075335285 -9.801043e-03 1.180328e-03 -3.076904e-02
## PC253 0.0120994594 0.0213805095 1.060910e-02 1.562900e-03 1.934385e-02
## PC254 -0.0010552357 -0.0004847846 5.572233e-05 7.038579e-03 4.544528e-04
## PC255 0.0045745424 0.0033325446 1.331987e-02 1.214048e-02 1.075454e-02
## PC256 0.0012721955 -0.0193732835 -8.159764e-03 -1.036071e-02 6.086824e-03
## PC257 -0.0005502116 -0.0034003469 -1.670464e-02 -1.525583e-03 -2.486932e-03
## PC258 -0.0206100184 -0.0079138832 -4.759506e-03 -1.649675e-03 -1.793135e-02
## PC259 -0.0143868826 0.0084355294 -2.791617e-03 5.193066e-03 -9.017057e-03
## PC260 0.0048444589 -0.0038627202 7.511655e-03 1.276780e-03 -2.168916e-03
## PC261 -0.0241766342 -0.0205907736 3.015469e-03 -1.075996e-02 -4.078516e-02
## PC262 0.0298927530 0.0201700028 5.736411e-03 1.015657e-02 1.711261e-02
## PC263 -0.0016485994 0.0100598554 8.081530e-03 1.213354e-02 -7.166027e-04
## PC264 -0.0281826161 -0.0063041166 -1.010320e-02 -2.007126e-02 -1.919592e-02
## PC265 0.0062623465 0.0016257394 1.061480e-02 4.315634e-03 4.327335e-03
## PC266 -0.0176501554 -0.0087412185 -1.009596e-03 -1.155468e-02 -9.841040e-03
## PC267 -0.0054588412 0.0085792771 -7.331022e-03 -1.388882e-03 -6.083588e-03
## PC268 0.0140305530 -0.0017933631 -1.857381e-02 8.061004e-03 1.480411e-02
## PC269 -0.0086173039 -0.0085289975 7.720719e-03 5.417920e-04 -1.239108e-02
## PC270 0.0015046312 -0.0044952781 -1.621336e-02 -2.140226e-02 3.877928e-03
## PC271 -0.0184513340 -0.0045237443 1.880848e-03 -1.192056e-02 -6.665314e-03
## PC272 -0.0068353654 -0.0074806507 -7.170038e-03 5.148923e-03 -1.777804e-02
## PC273 -0.0016511876 -0.0020757207 1.264300e-02 1.981106e-02 8.819788e-03
## PC274 0.0029221645 0.0088361586 -1.125555e-03 1.063864e-02 -1.618959e-02
## PC275 0.0153468094 0.0152679851 1.202321e-02 1.399633e-02 6.487330e-04
## PC276 0.0089432396 0.0039594152 -4.103130e-03 -8.610152e-03 1.015505e-02
## PC277 0.0141019403 0.0094781183 -1.862990e-03 4.087159e-03 4.446281e-03
## PC278 -0.0122726405 -0.0211350340 -1.623036e-02 -7.407344e-03 -7.515269e-03
## PC279 -0.0086354514 -0.0200878565 -9.319392e-04 -1.213193e-02 -4.870148e-03
## PC280 -0.0006102855 -0.0027462042 -5.856968e-03 -6.412528e-04 -1.750371e-03
## PC281 -0.0043031591 -0.0184288315 -4.554244e-03 -1.304746e-02 -1.187840e-02
## PC282 -0.0123246818 -0.0061616722 1.352936e-03 -6.059869e-04 -1.991840e-02
## PC283 0.0056964667 -0.0234968581 -1.333441e-02 -1.856196e-02 -7.750562e-03
## PC284 -0.0063975806 0.0077799775 7.392200e-03 3.368505e-03 -1.813276e-03
## PC285 0.0107479694 -0.0053010991 -1.907887e-02 -5.900010e-04 1.146167e-02
## PC286 -0.0041469274 -0.0007156741 -1.211113e-03 -5.869279e-03 -1.947702e-03
## PC287 -0.0193765796 -0.0156305098 -9.808047e-03 -5.909842e-03 -1.851064e-02
## PC288 -0.0100757598 -0.0082173745 -1.004807e-02 -2.146558e-03 -4.206150e-03
## PC289 0.0075664103 0.0141547522 3.457604e-03 1.180907e-03 3.187470e-03
## PC290 -0.0008801691 -0.0011551962 -5.668397e-03 8.837663e-03 -1.050629e-02
## PC291 0.0172186687 -0.0018395378 1.314750e-02 -6.846253e-03 1.633698e-02
## PC292 -0.0138729419 -0.0179683963 -8.804660e-03 -1.996698e-02 -1.550835e-02
## PC293 0.0074029738 0.0196735218 -2.243997e-03 -3.636372e-03 2.562935e-03
## PC294 0.0058038552 -0.0001220951 -3.906285e-03 3.773580e-03 -8.373021e-05
## PC295 -0.0134544351 0.0059669730 7.962949e-03 -2.412132e-03 -2.059448e-02
## PC296 0.0195752438 0.0192509186 2.778613e-02 1.161633e-02 2.220937e-02
## PC297 0.0283103743 0.0279407474 9.673916e-03 1.633932e-02 3.031875e-02
## PC298 -0.0198065421 -0.0211410824 9.363809e-04 -2.589177e-02 -1.313405e-02
## PC299 -0.0023587847 0.0012425371 -3.803950e-03 3.164858e-03 -2.846335e-02
## PC300 -0.0029626059 -0.0086980159 2.955992e-03 -5.321829e-03 4.612794e-03
## PC301 0.0044528653 0.0146831419 6.353568e-03 6.379369e-03 -3.052098e-03
## PC302 -0.0150015122 -0.0141865986 -1.012136e-02 -9.195664e-03 -7.990007e-04
## PC303 -0.0081677068 -0.0089696099 -1.801948e-02 -1.933926e-02 -5.583020e-03
## PC304 0.0048532873 -0.0176340802 -6.968058e-03 -7.522691e-03 -3.717939e-03
## PC305 -0.0015999698 -0.0028849287 -7.424467e-03 -8.155453e-03 -2.736218e-03
## PC306 -0.0110346905 -0.0010065952 -7.346593e-04 6.764568e-03 -1.731449e-02
## PC307 0.0115667023 -0.0021298328 -4.469144e-04 -1.170112e-02 2.677533e-02
## PC308 0.0117777417 0.0190023322 1.516367e-02 2.620746e-02 2.627428e-03
## PC309 -0.0072838979 0.0084395721 -5.869122e-03 6.057258e-03 2.771420e-03
## PC310 -0.0001072476 -0.0076862904 -3.088876e-02 -2.210828e-02 -3.333310e-03
## PC311 -0.0241269481 -0.0177017864 1.198807e-03 -5.423717e-03 -1.480274e-02
## PC312 0.0058856938 0.0005042511 4.788739e-03 -2.986441e-04 8.904908e-03
## PC313 -0.0105885290 0.0052154302 -5.770789e-03 6.366457e-03 -6.752652e-03
## PC314 0.0030143216 -0.0118593888 -1.017551e-02 -1.228268e-02 -1.217195e-03
## PC315 0.0003199474 -0.0107260828 -5.240610e-03 4.358694e-03 1.101136e-03
## PC316 -0.0113239192 -0.0149086758 -2.510729e-02 -2.612288e-02 -5.959314e-03
## PC317 0.0070491929 0.0056610155 -1.036304e-02 -9.054086e-03 -3.879867e-03
## PC318 -0.0150493795 -0.0110002542 -1.163601e-02 -1.912760e-02 -1.112870e-02
## PC319 0.0137920789 0.0093506844 3.158587e-02 1.857780e-02 5.206628e-03
## PC320 -0.0097474713 -0.0170582857 1.472134e-03 -1.021953e-02 -1.050898e-02
## PC321 -0.0224491307 -0.0265934698 -1.378499e-02 -2.175768e-02 -3.201821e-02
## PC322 0.0094690506 0.0083478466 1.201545e-02 3.345836e-03 -1.867270e-03
## PC323 0.0149158224 0.0249195834 3.441943e-02 2.097495e-02 2.685612e-02
## PC324 -0.0100730659 0.0042943271 1.369867e-02 1.373017e-02 3.507681e-03
## PC325 -0.0066471012 -0.0241082992 -1.292868e-02 -9.378534e-03 -1.419575e-02
## PC326 -0.0005614122 0.0006580854 -1.659220e-03 8.729678e-04 -6.483603e-03
## PC327 0.0223916147 0.0125239381 7.345062e-03 5.207315e-03 5.467437e-03
## PC328 -0.0194201733 -0.0212283947 3.642997e-03 -1.241145e-02 -4.456748e-03
## PC329 0.0020086098 0.0125513313 5.790868e-04 4.640494e-03 4.355198e-03
## PC330 0.0062202326 -0.0050729590 1.078170e-02 -2.472258e-04 1.932658e-02
## PC331 -0.0011608553 -0.0044862713 2.097548e-03 -2.223878e-03 1.109147e-03
## PC332 0.0267133386 0.0182184973 1.040432e-02 2.291126e-02 2.153055e-02
## PC333 -0.0032433380 -0.0073378519 2.002777e-03 -2.282850e-03 -4.168851e-04
## PC334 -0.0042088714 -0.0021886515 -1.007252e-02 -9.462906e-03 -8.933676e-03
## PC335 0.0133624927 0.0023984414 1.190587e-02 7.229408e-03 8.348904e-03
## PC336 0.0111198869 0.0126741741 9.426914e-03 9.087106e-03 1.491073e-02
## PC337 0.0010036768 -0.0078611944 4.558140e-03 1.934768e-03 1.755364e-03
## PC338 0.0063610178 0.0037815949 9.617479e-03 5.332602e-03 -1.211936e-03
## PC339 0.0036477039 0.0044715296 -1.714082e-02 9.104935e-03 2.212570e-03
## PC340 -0.0223756291 -0.0168762332 -1.313090e-02 -2.221414e-02 -1.057714e-02
## PC341 -0.0158865830 0.0034589408 3.737454e-03 9.700877e-03 -1.220228e-02
## PC342 0.0169273846 0.0083006699 -6.682756e-03 -1.176959e-03 7.761754e-03
## PC343 -0.0150087289 -0.0108626496 -1.868992e-02 -1.294217e-02 -1.073820e-03
## PC344 0.0090734881 0.0141381146 7.661022e-03 4.306659e-03 9.537256e-03
## PC345 -0.0016570746 -0.0082505395 1.291674e-03 -1.161586e-02 6.356956e-03
## PC346 -0.0010606659 -0.0080666685 -1.533002e-03 -6.504284e-03 -8.638317e-03
## PC347 0.0138564362 0.0070539342 1.474763e-02 -3.530225e-04 1.084083e-02
## PC348 -0.0133168283 -0.0190343209 -4.747701e-03 -2.203973e-02 -2.845316e-03
## PC349 0.0039808478 -0.0112969099 -7.363070e-04 -1.230069e-02 -9.573288e-03
## PC350 -0.0348767583 -0.0184256178 1.058913e-02 -2.243319e-04 -3.277381e-02
## PC351 0.0115382628 0.0077553550 5.418427e-04 7.584015e-03 1.169360e-02
## PC352 0.0056519134 0.0050200799 -4.124636e-03 8.758547e-03 6.814494e-03
## PC353 0.0078623011 -0.0041101509 -1.734990e-02 -1.136698e-02 1.298138e-02
## PC354 0.0338543023 0.0128473357 5.033072e-03 1.178764e-02 2.166087e-02
## PC355 0.0131386074 0.0131302237 1.467628e-02 9.861404e-03 2.538906e-02
## PC356 0.0069249187 0.0151042755 1.230522e-02 1.511212e-02 4.882868e-03
## PC357 -0.0158220325 -0.0021092950 -1.242701e-02 -1.358142e-02 -1.417942e-02
## BOWL BREC BRIS BUFF BURB
## PC1 6.106282e-01 0.6320506856 6.236656e-01 6.426604e-01 0.6292590006
## PC2 5.650438e-01 0.5244200810 5.543418e-01 4.607504e-01 0.5155460244
## PC3 -6.196266e-02 -0.0779030398 -2.510192e-02 -1.239647e-01 -0.0140712790
## PC4 -5.735025e-03 0.1310149632 1.695171e-02 2.350011e-01 0.0956173809
## PC5 1.818780e-01 0.2085504385 2.034599e-01 2.108073e-01 0.2171164201
## PC6 1.335180e-02 0.1030148754 6.577244e-02 1.340638e-01 0.1152473458
## PC7 1.977188e-01 0.1967865709 1.990049e-01 9.221418e-02 0.2247736078
## PC8 -4.959928e-02 -0.0457041760 -5.491238e-02 1.189462e-02 -0.0566330950
## PC9 -4.809312e-03 -0.0155334156 8.299383e-03 -6.803206e-02 -0.0040220634
## PC10 1.170435e-01 0.1263233941 1.002924e-01 9.786029e-02 0.1085626322
## PC11 3.982008e-02 0.0530871441 4.180023e-02 6.041348e-02 0.0299246957
## PC12 6.981451e-02 0.0396452503 6.720097e-02 4.930423e-02 0.0448563106
## PC13 2.726390e-02 -0.0399386650 1.306856e-02 -5.012824e-02 -0.0184110653
## PC14 -2.677642e-02 0.0327909055 -4.106706e-03 3.603077e-02 0.0389310481
## PC15 -7.058718e-03 -0.0139211507 -5.365696e-03 -1.648336e-03 -0.0222014774
## PC16 6.620662e-02 0.0353822934 6.606104e-02 2.234584e-03 0.0403875973
## PC17 -1.290128e-02 -0.0516695322 -1.198910e-02 -6.114005e-02 -0.0286907195
## PC18 1.255337e-02 0.0147641725 7.774279e-03 6.987044e-03 0.0036415864
## PC19 4.571091e-03 -0.0130036756 -6.597986e-03 2.998232e-02 -0.0316204739
## PC20 8.014035e-03 -0.0110914324 -3.555854e-03 -4.480467e-02 -0.0098511004
## PC21 -7.497542e-03 -0.0249621350 -1.299579e-02 3.222573e-03 -0.0154561392
## PC22 5.942181e-02 0.0417662601 4.364451e-02 2.007769e-03 0.0480048359
## PC23 -2.265040e-02 -0.0206013821 -2.545752e-02 -3.390483e-03 -0.0203918387
## PC24 -3.141199e-02 0.0118764702 -2.493235e-02 6.078673e-02 -0.0151080887
## PC25 -4.495005e-03 0.0172588183 5.681094e-03 4.120045e-02 0.0102002304
## PC26 -1.947566e-02 -0.0101296253 -1.117087e-02 -9.990605e-03 -0.0052878591
## PC27 1.779403e-02 0.0207178508 2.136101e-02 2.169497e-02 0.0139370247
## PC28 5.505805e-02 0.0229142362 5.768233e-02 -4.313931e-03 0.0307284183
## PC29 5.787815e-02 0.0526959805 6.548689e-02 2.332700e-02 0.0661315766
## PC30 2.861837e-02 -0.0002349125 1.352443e-02 1.938054e-02 -0.0036030336
## PC31 9.613384e-03 0.0119996092 1.767611e-02 1.738721e-03 0.0133276646
## PC32 -5.215350e-03 0.0126431624 1.699155e-03 -1.163021e-03 0.0167594646
## PC33 1.609698e-02 -0.0248319195 2.335361e-03 -2.290596e-02 -0.0277609187
## PC34 2.007160e-02 0.0038204760 1.188405e-02 -3.084083e-02 0.0009605174
## PC35 -2.849514e-02 -0.0145935354 -2.526308e-02 -2.551276e-03 -0.0142536172
## PC36 1.392797e-02 0.0214643465 1.932900e-02 5.724642e-03 0.0246640560
## PC37 1.684955e-02 0.0214766480 1.802612e-02 1.276962e-02 0.0242002320
## PC38 2.292377e-02 0.0286738794 3.368921e-02 9.114533e-03 0.0351291531
## PC39 2.088720e-02 0.0543204654 2.397289e-02 6.517871e-02 0.0373510117
## PC40 -1.777441e-02 0.0091568542 -7.716722e-03 2.559328e-02 0.0070320108
## PC41 2.954905e-02 -0.0012226784 2.251631e-02 -1.049230e-02 0.0030865338
## PC42 1.166925e-02 -0.0069257559 4.101183e-03 -2.302480e-03 -0.0078425350
## PC43 -2.111921e-02 -0.0364236477 -2.650815e-02 -3.412127e-02 -0.0384710263
## PC44 -7.317201e-02 -0.0702407672 -6.798246e-02 -5.868082e-02 -0.0579062618
## PC45 5.217869e-02 0.0273718811 5.034745e-02 1.892628e-02 0.0277017435
## PC46 -9.862240e-03 0.0085637923 1.194917e-03 2.716429e-03 0.0246069935
## PC47 6.757368e-03 0.0197080599 -5.632144e-03 1.489564e-02 0.0029012424
## PC48 -2.137963e-02 -0.0015093652 -1.874119e-02 -7.358574e-03 -0.0127314806
## PC49 -2.915101e-02 -0.0262843265 -3.415214e-02 -2.146627e-02 -0.0318704553
## PC50 2.195668e-02 0.0255983421 3.527962e-02 8.771398e-03 0.0455674449
## PC51 -7.777402e-03 0.0124658745 -2.738695e-03 4.163765e-02 0.0022906559
## PC52 -2.989799e-02 -0.0105756561 -1.915308e-02 1.581137e-02 -0.0066478753
## PC53 6.211064e-03 0.0337600366 9.667249e-03 4.248581e-02 0.0204258731
## PC54 -3.848763e-02 -0.0372891881 -3.846163e-02 -1.568888e-02 -0.0419962609
## PC55 -1.653122e-02 -0.0210179366 -1.155302e-02 -4.350803e-02 -0.0009068766
## PC56 -1.546417e-02 -0.0071338061 -1.886042e-02 -7.385923e-03 -0.0049824859
## PC57 7.020089e-03 0.0166259665 8.782705e-03 2.671940e-02 0.0086966608
## PC58 -1.758452e-02 -0.0206027342 -1.417342e-02 -1.861183e-02 -0.0077627634
## PC59 1.074580e-02 0.0116988645 5.477336e-03 1.708562e-03 0.0238184092
## PC60 4.667017e-02 0.0370039198 4.962566e-02 2.534950e-02 0.0427936171
## PC61 -1.249607e-02 -0.0122878365 -9.868869e-03 -2.415796e-02 -0.0139871458
## PC62 1.148523e-03 -0.0054538743 4.685642e-03 -2.928523e-02 0.0023498151
## PC63 1.989482e-02 -0.0102773453 9.916683e-03 -1.891745e-02 0.0030516713
## PC64 -2.184011e-02 -0.0278814487 -3.271060e-02 -1.215730e-02 -0.0419599799
## PC65 -1.246485e-02 0.0021971910 -1.897136e-02 -9.067002e-03 -0.0058618295
## PC66 1.109618e-03 0.0040622818 1.306371e-02 -1.133578e-02 0.0206477484
## PC67 -4.931711e-03 0.0189472547 4.999458e-03 1.694514e-02 0.0206299624
## PC68 -7.329894e-03 0.0012207701 -1.009537e-02 -1.000854e-02 0.0128486775
## PC69 7.996546e-03 -0.0080169924 8.728640e-03 -2.816658e-02 -0.0007126469
## PC70 -1.356641e-02 -0.0174824828 -1.953402e-02 -1.695574e-02 -0.0220498856
## PC71 -4.073716e-03 -0.0030714952 4.791754e-03 -1.110924e-02 0.0021605097
## PC72 2.015020e-02 0.0238347202 2.525337e-02 2.003159e-02 0.0295406234
## PC73 -1.812042e-02 -0.0123247083 -1.433812e-02 1.871977e-02 -0.0088236480
## PC74 -1.271302e-02 -0.0237165336 -1.316585e-02 -3.209982e-02 -0.0146836942
## PC75 -2.893318e-02 -0.0273794600 -2.994853e-02 -2.020960e-02 -0.0298324523
## PC76 -6.278221e-03 0.0036747389 -1.363065e-03 5.231390e-03 0.0042580049
## PC77 9.036615e-03 0.0029182363 1.946219e-02 5.383938e-03 0.0128094557
## PC78 5.998705e-03 0.0109523132 2.962387e-03 1.090663e-02 0.0099719884
## PC79 2.909420e-03 -0.0110655817 -7.238121e-03 -4.466841e-03 -0.0191990097
## PC80 -1.593271e-02 -0.0211964630 -2.155442e-02 1.173617e-02 -0.0243264965
## PC81 -1.553797e-02 0.0106908960 1.180555e-03 1.439707e-02 0.0128359341
## PC82 1.795885e-02 0.0142038058 1.601245e-02 2.487581e-02 0.0097481565
## PC83 9.319951e-03 0.0119214477 6.815834e-03 -4.646893e-03 0.0113431295
## PC84 5.277944e-03 -0.0005203939 1.240013e-02 -1.263759e-02 0.0009726646
## PC85 7.300745e-03 0.0008872838 1.183340e-02 1.064395e-02 0.0027241222
## PC86 -1.400739e-02 -0.0275145790 -1.582547e-02 -2.991216e-02 -0.0157692940
## PC87 -3.675261e-02 -0.0260542698 -4.558914e-02 -2.014862e-02 -0.0318907576
## PC88 -2.262713e-02 -0.0267356573 -1.145141e-02 -3.852203e-02 -0.0112305431
## PC89 -1.094957e-02 -0.0022935938 -1.422592e-02 -2.219228e-02 -0.0077877582
## PC90 -1.386253e-02 -0.0203424928 -1.524548e-02 -2.430343e-02 -0.0287854773
## PC91 4.894690e-03 -0.0175263125 -7.903759e-05 -1.608295e-02 -0.0154184268
## PC92 -3.832838e-03 -0.0049191876 6.423582e-03 -1.950243e-02 -0.0012049826
## PC93 3.057774e-02 0.0049135178 2.393136e-02 2.404270e-03 0.0150767944
## PC94 -3.783619e-03 -0.0062843697 -4.386568e-03 -1.394421e-02 -0.0049010978
## PC95 -9.443822e-03 0.0011318668 -3.171611e-03 3.077112e-03 0.0099691163
## PC96 2.130265e-02 0.0186615490 1.834143e-02 5.016064e-04 0.0152748964
## PC97 2.517403e-02 0.0055345446 1.132544e-02 6.305003e-03 -0.0015561650
## PC98 -1.659377e-02 0.0115814301 -8.215235e-03 1.064720e-02 0.0177375694
## PC99 -7.314098e-03 0.0014189634 2.229378e-04 -1.095597e-02 0.0074701634
## PC100 1.063347e-02 0.0104975830 1.146230e-03 2.179856e-02 -0.0041446574
## PC101 1.958018e-02 0.0079190807 2.753419e-02 2.576172e-03 0.0172378745
## PC102 2.617878e-02 0.0330231076 2.656645e-02 2.383876e-02 0.0382341969
## PC103 3.972846e-02 0.0231659174 2.761548e-02 2.619310e-02 0.0138822770
## PC104 1.199536e-02 0.0005712918 1.394423e-02 1.003448e-02 0.0042082267
## PC105 1.804269e-02 -0.0026136871 1.400120e-02 -1.622982e-02 0.0108272862
## PC106 1.791768e-02 0.0240319474 1.279410e-02 2.401699e-02 0.0153033177
## PC107 -1.483237e-02 -0.0316689117 -9.106294e-03 -1.454810e-02 -0.0225689943
## PC108 -3.070107e-02 -0.0169322418 -3.198331e-02 -8.026648e-03 -0.0285596583
## PC109 -6.814180e-03 -0.0241104211 -1.158691e-02 -3.944091e-02 -0.0155921545
## PC110 -1.142381e-02 -0.0080831867 -1.432344e-02 1.963401e-02 -0.0182508399
## PC111 9.212627e-03 0.0047611264 9.321147e-03 9.539956e-04 -0.0016306463
## PC112 3.140426e-03 -0.0174573921 9.423063e-04 -1.281317e-02 -0.0149189424
## PC113 -1.732331e-02 -0.0102380505 -2.372353e-02 -3.353462e-03 -0.0118790686
## PC114 3.323329e-02 0.0224861319 3.642923e-02 1.626483e-02 0.0231382696
## PC115 2.380442e-02 0.0179228501 2.682573e-02 2.368576e-02 0.0172069447
## PC116 -3.498152e-03 -0.0086204682 -2.646037e-03 -1.046640e-02 -0.0049659363
## PC117 1.732965e-03 -0.0001114367 7.871949e-03 -2.684066e-02 0.0009198236
## PC118 3.804419e-03 0.0033754190 1.090804e-02 1.589149e-03 -0.0007039717
## PC119 -1.323915e-02 0.0070826440 -1.873233e-02 7.061782e-03 -0.0078263839
## PC120 1.146135e-02 -0.0056055137 6.618253e-03 -2.119704e-02 -0.0010093309
## PC121 1.047962e-02 -0.0125200061 -2.919755e-03 -2.569029e-03 -0.0107456587
## PC122 3.206459e-04 0.0046471420 2.629563e-03 2.493485e-02 0.0019007818
## PC123 1.440041e-02 0.0052657273 1.393910e-02 1.423208e-03 0.0077235014
## PC124 8.078860e-03 -0.0035017201 1.357902e-02 -2.600649e-02 0.0084700887
## PC125 1.684934e-02 -0.0108015228 1.651964e-02 -2.269756e-02 -0.0059427945
## PC126 5.612256e-03 -0.0091043497 3.136199e-03 1.112659e-02 0.0002672846
## PC127 1.055482e-02 -0.0074606458 5.418943e-04 8.808064e-03 -0.0081468626
## PC128 3.845894e-03 -0.0007189231 1.071036e-03 -3.580992e-03 -0.0060370646
## PC129 1.758268e-02 0.0126074260 1.215705e-02 7.806648e-03 0.0158820066
## PC130 -2.773974e-03 0.0058843639 8.301528e-03 -5.804435e-03 0.0166267796
## PC131 -5.773849e-03 -0.0113881719 -8.009729e-03 2.775979e-03 -0.0067485918
## PC132 -2.513010e-02 -0.0196809745 -2.447707e-02 -7.508647e-03 -0.0203417182
## PC133 3.499483e-03 0.0093294546 4.174548e-03 2.161847e-02 0.0078826605
## PC134 -3.700677e-02 -0.0339469701 -3.571396e-02 -1.709257e-02 -0.0360481260
## PC135 -2.716352e-02 -0.0254603145 -3.695429e-02 -2.570577e-02 -0.0347596770
## PC136 2.366994e-02 0.0168247719 1.784906e-02 1.244036e-02 0.0208336051
## PC137 2.154124e-02 0.0242565356 2.368179e-02 -6.120266e-05 0.0161848650
## PC138 7.762155e-03 0.0136503137 7.467235e-03 9.747433e-03 0.0124938384
## PC139 2.680548e-03 0.0071614948 8.346762e-03 -2.451131e-03 0.0125001415
## PC140 1.324777e-02 0.0121470919 1.189923e-02 1.106189e-02 0.0111624280
## PC141 1.485958e-02 0.0067905869 1.925222e-02 4.019060e-03 0.0191552412
## PC142 9.742598e-03 -0.0030495439 4.485182e-03 -2.366850e-02 -0.0036899668
## PC143 4.542576e-02 0.0462709714 4.810859e-02 2.765870e-02 0.0411054437
## PC144 -3.379219e-03 -0.0152898803 -6.365312e-03 -2.289454e-02 -0.0089281768
## PC145 -1.120694e-02 -0.0101612371 -3.145900e-03 -2.952840e-03 -0.0113590370
## PC146 -2.294002e-02 -0.0258421093 -1.986934e-02 -4.185775e-03 -0.0216037794
## PC147 -1.064475e-02 -0.0106158862 -1.567865e-02 -3.439717e-04 -0.0266427555
## PC148 1.101319e-04 0.0072555537 1.067072e-02 4.162808e-03 0.0216077805
## PC149 -9.183637e-03 -0.0051851992 -1.163090e-02 2.418943e-03 -0.0046234135
## PC150 -1.826591e-02 -0.0213877850 -2.304856e-02 -3.323356e-02 -0.0100615237
## PC151 6.401673e-03 -0.0032978441 3.214950e-03 1.661406e-02 -0.0074959294
## PC152 7.803248e-03 -0.0083765584 -2.716171e-04 -1.044855e-02 -0.0002114569
## PC153 -1.619568e-02 0.0033425719 -1.123320e-02 5.959148e-03 0.0036299529
## PC154 7.296762e-03 0.0018925136 2.098755e-03 -5.119808e-04 0.0093454864
## PC155 6.712043e-03 -0.0173640910 4.952550e-03 -9.511869e-03 -0.0011189011
## PC156 1.911965e-02 0.0329293483 2.646390e-02 3.149075e-02 0.0262861991
## PC157 7.219256e-04 0.0059095197 -1.753695e-03 6.719544e-03 0.0007960688
## PC158 -3.191750e-03 -0.0131881983 -1.079138e-02 -1.867320e-02 -0.0158195498
## PC159 6.860413e-03 0.0074491929 2.358783e-03 1.910709e-02 0.0040324902
## PC160 -1.984493e-02 -0.0247456747 -2.904042e-02 -2.178983e-02 -0.0272762007
## PC161 -3.035450e-03 -0.0127854013 -5.435986e-03 -1.203907e-02 -0.0041826143
## PC162 1.141248e-02 0.0045686911 1.750808e-04 -1.084035e-02 0.0047161998
## PC163 -1.365328e-02 -0.0105773585 -1.461569e-02 -1.495374e-03 -0.0095352845
## PC164 1.655756e-02 0.0163911847 8.135379e-03 1.724593e-02 0.0085924378
## PC165 1.160650e-02 0.0006053258 9.034212e-03 -9.065396e-03 0.0027702250
## PC166 1.879370e-02 0.0091307097 1.306233e-02 -3.913228e-03 0.0132283174
## PC167 1.807629e-02 0.0291811169 2.325628e-02 2.111957e-02 0.0275900024
## PC168 -2.112514e-03 -0.0208351944 -9.133820e-03 -5.132706e-03 -0.0256831298
## PC169 4.626065e-03 0.0097478737 1.070485e-02 4.123802e-03 0.0128981723
## PC170 -2.056257e-03 -0.0120066592 -1.149904e-02 -7.559338e-03 -0.0164879162
## PC171 1.019422e-02 0.0142601212 1.112506e-02 2.497877e-02 0.0098723110
## PC172 4.521975e-03 0.0110199043 6.511353e-03 -1.201024e-03 0.0138213798
## PC173 9.142532e-03 0.0210107589 1.461958e-02 2.576816e-02 0.0100262174
## PC174 1.708958e-02 0.0222385408 2.186016e-02 3.013640e-02 0.0197423208
## PC175 7.850729e-03 0.0149256312 2.002252e-02 8.569271e-03 0.0245971013
## PC176 4.958363e-02 0.0534526888 5.082072e-02 3.205246e-02 0.0482332271
## PC177 -2.138108e-02 -0.0355895056 -2.741182e-02 -2.134955e-02 -0.0335308727
## PC178 -3.298165e-03 0.0067614636 -4.380566e-04 1.975095e-03 0.0055633988
## PC179 1.473188e-03 -0.0065414008 -7.585522e-03 3.539034e-03 -0.0079514494
## PC180 -2.279653e-03 -0.0036959553 -8.715335e-03 2.179125e-02 -0.0120842274
## PC181 -5.452698e-03 0.0149634570 -4.595149e-03 2.315531e-02 0.0117383902
## PC182 -8.879466e-03 -0.0065953083 3.369683e-03 -4.558344e-03 -0.0068813935
## PC183 -2.257154e-02 -0.0223796346 -2.097937e-02 -1.346365e-02 -0.0247248854
## PC184 -5.201657e-03 -0.0062520779 -2.725713e-03 3.377084e-03 -0.0025909707
## PC185 -8.147222e-03 0.0079825517 3.482737e-03 1.774638e-02 0.0074025252
## PC186 1.585821e-02 0.0053771086 8.747177e-03 1.731817e-02 0.0037125384
## PC187 7.326605e-03 -0.0017128960 4.924775e-03 1.051664e-02 0.0042549435
## PC188 1.091748e-03 0.0014222642 3.544542e-03 -4.582972e-03 0.0029499558
## PC189 1.004040e-02 0.0133429961 1.575096e-02 1.701862e-03 0.0160122524
## PC190 7.242485e-04 0.0067947797 7.307204e-03 1.078285e-02 0.0002522374
## PC191 -1.849153e-02 -0.0222185430 -2.146733e-02 -1.350158e-02 -0.0204005030
## PC192 1.893887e-02 0.0177882480 2.514778e-02 4.123185e-02 0.0231637133
## PC193 1.085933e-02 0.0005080709 1.144914e-02 6.453191e-03 0.0058865797
## PC194 -6.470074e-03 -0.0042528617 -6.924769e-03 1.853274e-02 -0.0053683954
## PC195 9.203684e-03 0.0045585138 6.430669e-03 3.998190e-04 0.0045161061
## PC196 -2.633722e-02 -0.0330608121 -2.412748e-02 -2.268847e-02 -0.0251743458
## PC197 6.353799e-03 0.0221066546 3.787488e-03 3.081804e-02 0.0101419763
## PC198 1.284970e-02 0.0127732330 3.233322e-03 1.551676e-02 0.0042478714
## PC199 8.926873e-03 0.0111625310 2.928415e-03 1.807387e-02 0.0042827383
## PC200 8.737893e-03 0.0020788934 2.911129e-03 1.074817e-05 0.0041696534
## PC201 7.384199e-04 -0.0226415883 -1.142330e-02 -2.079318e-02 -0.0153613058
## PC202 1.221450e-02 0.0150486729 1.149977e-02 1.034857e-03 0.0095813704
## PC203 -1.535558e-02 -0.0111603905 -1.716555e-02 -1.975968e-02 -0.0146689334
## PC204 1.119026e-02 0.0042752732 5.038385e-03 -3.740920e-03 0.0031009301
## PC205 -2.312152e-02 -0.0355132198 -2.050201e-02 -4.355076e-02 -0.0182814954
## PC206 -5.924613e-03 -0.0051221221 -3.765047e-03 2.506854e-03 -0.0092553302
## PC207 -6.592915e-03 -0.0088888029 -3.098374e-04 -7.914938e-03 -0.0120261212
## PC208 2.313118e-02 0.0143509048 2.488028e-02 2.758312e-02 0.0150975273
## PC209 1.245311e-02 0.0065428283 3.733898e-03 1.360607e-02 0.0016506649
## PC210 5.794640e-03 0.0079084581 9.992130e-03 -1.496444e-03 0.0105229047
## PC211 1.651087e-02 0.0097683538 1.333537e-02 2.885719e-02 0.0062577055
## PC212 2.135189e-02 0.0232553159 3.097397e-02 4.387067e-03 0.0199194352
## PC213 9.131856e-03 0.0109295805 1.472381e-02 1.890182e-02 0.0073956924
## PC214 -8.041842e-03 -0.0183971736 -1.262952e-02 -9.735916e-03 -0.0101954759
## PC215 -1.490698e-02 -0.0114974376 -1.038946e-02 -1.222164e-02 -0.0196636932
## PC216 -1.485403e-02 -0.0040683191 -1.174394e-02 -7.999256e-03 -0.0092398641
## PC217 3.427252e-03 0.0025328857 6.745508e-03 3.417266e-03 0.0106308216
## PC218 -1.162709e-02 -0.0027621671 -1.145159e-02 -1.640074e-02 -0.0010881525
## PC219 -4.734974e-04 -0.0160294862 -4.093308e-03 -9.773283e-03 -0.0146977883
## PC220 1.947121e-02 0.0228516149 1.779717e-02 6.410282e-03 0.0246833248
## PC221 6.429854e-03 0.0016738498 1.718818e-02 -2.091567e-03 0.0093039534
## PC222 -1.038691e-02 -0.0134871017 -9.721242e-03 -1.714928e-02 -0.0141226638
## PC223 -9.824017e-03 -0.0091926267 -1.523646e-02 1.067183e-04 -0.0139960524
## PC224 6.059088e-03 0.0024549930 1.020666e-03 9.744767e-03 -0.0109383109
## PC225 -6.620621e-03 -0.0094547631 -1.375441e-03 -1.460970e-02 0.0004538206
## PC226 3.776167e-05 0.0038529849 1.514236e-03 1.169378e-02 0.0109050018
## PC227 -2.210080e-03 0.0022031010 -7.123486e-03 1.520058e-02 -0.0087831925
## PC228 -1.844706e-02 -0.0166531211 -2.606750e-02 -1.828654e-02 -0.0140367874
## PC229 1.178905e-02 0.0037106422 6.250592e-03 1.576094e-02 0.0040257528
## PC230 -5.115209e-03 -0.0117544554 -1.395494e-02 -2.305493e-02 -0.0061773193
## PC231 2.853377e-02 0.0247690080 1.767055e-02 2.000654e-02 0.0119158854
## PC232 5.409935e-03 0.0017076961 2.698685e-03 -4.273734e-03 -0.0009489751
## PC233 1.372340e-02 0.0126709825 1.324709e-02 1.549537e-02 0.0123776584
## PC234 -2.771172e-02 -0.0222676796 -2.658549e-02 -5.527173e-03 -0.0239987640
## PC235 -8.539782e-04 -0.0125437418 1.731282e-04 -7.942264e-03 -0.0116261856
## PC236 1.772932e-02 0.0107441936 1.187742e-02 1.432963e-02 0.0023715935
## PC237 -1.507795e-02 -0.0059337844 -7.906625e-03 5.914809e-04 -0.0074228922
## PC238 -3.909096e-03 0.0046885935 4.307451e-03 7.006064e-03 0.0106396569
## PC239 -1.451146e-02 -0.0123239356 -3.952236e-03 -2.040483e-02 -0.0053473157
## PC240 1.487380e-02 0.0039401800 1.235498e-02 -8.246706e-03 0.0087376362
## PC241 3.787232e-03 -0.0129057835 -5.891821e-03 -1.261597e-02 -0.0112568176
## PC242 1.246389e-04 -0.0020024104 -1.819090e-03 9.296447e-03 -0.0020700026
## PC243 -2.355900e-02 -0.0248131276 -1.908974e-02 -1.180823e-02 -0.0287366513
## PC244 -1.517176e-02 -0.0159475814 -9.903638e-03 1.151486e-02 -0.0148417889
## PC245 1.950051e-03 -0.0165214110 6.618037e-04 -1.048935e-02 -0.0046002001
## PC246 1.770461e-02 0.0067994336 1.145507e-02 -4.160036e-03 0.0047657086
## PC247 -8.108445e-04 0.0058258303 -3.184092e-03 1.657290e-03 0.0010943063
## PC248 5.027666e-04 0.0176351841 8.285089e-03 1.453652e-02 0.0133682718
## PC249 -1.225019e-03 -0.0083813477 6.691778e-04 3.387469e-03 -0.0046440801
## PC250 9.511939e-03 0.0093611623 1.500306e-02 3.894521e-03 0.0116139600
## PC251 -9.483553e-03 -0.0230099302 -1.438454e-02 -2.333792e-02 -0.0185028724
## PC252 -1.777680e-02 0.0013812187 -1.000471e-02 -5.641390e-03 -0.0071395922
## PC253 1.316023e-02 0.0087077317 1.221432e-02 9.733866e-03 0.0014805388
## PC254 5.361701e-03 0.0021140271 3.676910e-03 2.231786e-03 -0.0028507533
## PC255 1.266584e-02 0.0107303860 1.295248e-02 7.095488e-03 0.0068585722
## PC256 -1.401455e-02 -0.0158820070 -1.128319e-02 -7.412964e-03 -0.0188224325
## PC257 -9.987580e-03 -0.0020992387 -1.481834e-02 2.276311e-03 -0.0099846340
## PC258 -1.247438e-02 -0.0086101273 -8.584850e-03 -1.402904e-02 -0.0024284859
## PC259 -8.684717e-03 0.0022981524 -1.726819e-03 -1.318789e-02 -0.0030681375
## PC260 6.184195e-03 0.0074784438 1.045501e-02 7.561617e-03 0.0024627136
## PC261 -7.530572e-03 -0.0048978259 3.890840e-03 -1.602593e-02 -0.0080095655
## PC262 3.464403e-03 0.0116637117 1.210844e-02 3.315921e-02 0.0146027156
## PC263 -5.896343e-03 0.0120965209 7.660537e-03 -8.790546e-04 0.0083464049
## PC264 -2.343688e-03 -0.0103849760 -9.975759e-03 -2.175070e-02 -0.0147345230
## PC265 9.095455e-03 0.0060759381 1.004901e-02 1.202399e-04 -0.0002718112
## PC266 1.494401e-03 -0.0159746217 -3.289662e-03 -1.793667e-02 -0.0070015696
## PC267 2.836350e-03 0.0078376501 1.075027e-03 -3.569646e-03 -0.0010905927
## PC268 -1.392106e-02 0.0015584471 -1.656448e-02 1.621948e-02 -0.0017535323
## PC269 -2.671569e-03 -0.0004602379 -6.283188e-04 -1.298255e-02 0.0019802648
## PC270 -1.615236e-02 -0.0168665661 -1.947715e-02 -3.677945e-03 -0.0188684130
## PC271 -1.986982e-03 -0.0135035131 -4.918094e-03 -1.505901e-02 -0.0042277582
## PC272 -1.019325e-02 0.0032981512 -6.602393e-03 -1.586303e-03 0.0001674618
## PC273 6.787534e-03 0.0133009494 1.689999e-02 -6.440272e-03 0.0098409859
## PC274 -1.945127e-03 0.0136055285 2.792350e-03 3.188176e-03 0.0068084980
## PC275 6.475628e-03 0.0138786088 1.354129e-02 1.183197e-02 0.0132136989
## PC276 5.204898e-03 0.0040123235 -1.521876e-03 8.573199e-03 -0.0006998235
## PC277 4.979466e-03 0.0030728639 -1.352162e-03 1.189879e-02 -0.0002111150
## PC278 -1.572609e-02 -0.0047063016 -1.692397e-02 -1.999697e-02 -0.0068434020
## PC279 -1.271210e-02 -0.0154226979 -3.893019e-03 -1.535027e-02 -0.0068822006
## PC280 -5.014804e-03 -0.0070439397 -5.699150e-03 -2.346348e-03 -0.0073632645
## PC281 -9.914016e-03 -0.0121519029 -1.112289e-02 -7.173934e-03 -0.0144201498
## PC282 7.896970e-03 -0.0021433340 5.869218e-03 -1.354166e-02 0.0060653324
## PC283 -1.747306e-02 -0.0217965498 -1.892995e-02 1.273736e-03 -0.0191428988
## PC284 5.226640e-03 0.0051776818 3.864204e-03 -2.737054e-03 0.0062596497
## PC285 -1.091050e-02 -0.0104556605 -1.615769e-02 3.741921e-03 -0.0113129517
## PC286 4.341880e-03 -0.0063343544 2.668619e-03 -4.552760e-03 -0.0035342011
## PC287 -2.015501e-02 -0.0044065238 -1.234012e-02 -1.398957e-02 -0.0118802491
## PC288 -1.070348e-02 -0.0119057897 -1.448316e-02 -1.404973e-02 -0.0133816933
## PC289 -6.536440e-04 0.0037478668 5.715207e-04 3.386843e-03 0.0004480841
## PC290 -4.777924e-03 -0.0015438209 -8.581867e-03 -1.416639e-03 -0.0024824972
## PC291 5.912719e-03 -0.0094929596 5.609749e-03 1.260936e-02 -0.0057958391
## PC292 -1.523701e-02 -0.0144983992 -1.391438e-02 -6.635044e-03 -0.0135092968
## PC293 1.368313e-03 0.0035709151 1.356500e-03 1.281394e-02 0.0079360511
## PC294 -7.763957e-04 0.0029561718 3.921143e-03 4.933832e-03 0.0146729240
## PC295 -4.699398e-03 0.0077443369 4.081775e-03 4.637100e-03 0.0042778255
## PC296 2.669832e-02 0.0183224307 2.182623e-02 1.854649e-02 0.0238864290
## PC297 1.416449e-02 0.0258560480 1.020488e-02 3.011396e-02 0.0145688715
## PC298 -1.491124e-02 -0.0199477832 -1.748479e-02 -1.305738e-02 -0.0098866870
## PC299 -8.724817e-03 0.0013386022 -5.343204e-03 1.789129e-03 0.0060131178
## PC300 -4.146330e-03 -0.0136253274 -1.227699e-03 -1.392894e-02 -0.0048108432
## PC301 2.497275e-03 0.0149630490 6.326514e-03 5.323735e-03 0.0121883254
## PC302 -7.625360e-03 -0.0079304121 -1.068777e-02 -2.000438e-02 -0.0118697979
## PC303 -1.842955e-02 -0.0137730365 -1.397344e-02 -6.047029e-03 -0.0167850016
## PC304 -1.394827e-02 -0.0049028516 -1.077917e-02 3.922653e-03 -0.0056939803
## PC305 -5.164594e-03 -0.0040212684 -4.159165e-03 -9.760313e-04 -0.0103284217
## PC306 3.886910e-04 0.0039322136 7.426807e-03 -1.074130e-02 0.0098447923
## PC307 -7.001535e-03 -0.0129833099 -8.083681e-03 4.513269e-03 -0.0100953443
## PC308 2.181311e-02 0.0261388379 2.097222e-02 1.310130e-02 0.0209301218
## PC309 -8.281521e-03 0.0036894532 -4.649495e-03 -7.907078e-03 0.0058860581
## PC310 -2.524823e-02 -0.0185443803 -2.802460e-02 -7.810929e-03 -0.0224664833
## PC311 -1.995608e-03 -0.0143579039 -7.740784e-03 -2.974334e-02 -0.0086071793
## PC312 1.571669e-02 -0.0026584410 9.491763e-03 -5.527437e-04 0.0031817965
## PC313 -1.893788e-03 -0.0082635986 -1.020340e-04 -5.403389e-03 -0.0098357391
## PC314 -9.770345e-03 -0.0166619446 -9.453862e-03 -8.704997e-05 -0.0091950493
## PC315 -1.098595e-02 -0.0022663724 -1.034019e-02 9.110004e-03 -0.0030360632
## PC316 -2.094665e-02 -0.0249467291 -2.024154e-02 -1.840520e-02 -0.0197848981
## PC317 4.955718e-03 -0.0042605916 -2.327682e-03 3.345672e-03 -0.0072266623
## PC318 -8.838462e-03 -0.0121674844 -9.623089e-03 -1.161697e-02 -0.0120916650
## PC319 2.953945e-02 0.0145988663 3.661636e-02 8.540348e-03 0.0200723992
## PC320 -5.299832e-03 -0.0143586952 -4.873425e-03 -1.108513e-02 -0.0089916478
## PC321 -2.101244e-02 -0.0164307734 -1.512717e-02 -2.185139e-02 -0.0149768271
## PC322 9.977993e-03 0.0029949970 1.132424e-02 1.065311e-02 0.0057212627
## PC323 4.548982e-02 0.0363158927 3.629811e-02 1.923486e-02 0.0251698919
## PC324 6.611961e-03 0.0117831407 1.376240e-02 -3.367958e-04 0.0068416876
## PC325 -7.863113e-03 -0.0195030813 -1.338638e-02 -9.435655e-03 -0.0119024140
## PC326 -2.860479e-03 -0.0014004614 -1.388857e-03 -5.044513e-03 -0.0045308085
## PC327 7.446200e-03 0.0097535956 7.169381e-03 2.310018e-02 0.0039953968
## PC328 -3.882683e-03 -0.0157882593 -4.254802e-03 -2.270146e-02 -0.0053470252
## PC329 -4.829205e-03 0.0140454690 -1.907027e-03 6.204256e-03 0.0024944754
## PC330 6.911955e-03 0.0007325487 2.923787e-03 1.833076e-03 0.0022749191
## PC331 -3.759425e-03 -0.0032759081 2.083098e-03 -2.047207e-03 0.0071716346
## PC332 1.163310e-02 0.0250112164 1.580655e-02 2.430987e-02 0.0158683292
## PC333 2.357815e-03 -0.0077361918 2.130101e-04 -5.143283e-03 0.0019977027
## PC334 -1.236422e-02 -0.0099176815 -7.965330e-03 2.568180e-03 -0.0106752438
## PC335 1.676173e-02 0.0153306812 1.597256e-02 1.609935e-02 0.0106923071
## PC336 1.700320e-02 0.0046292581 1.465149e-02 8.603471e-03 0.0100697655
## PC337 8.332348e-04 -0.0006426139 1.493252e-03 -4.565664e-04 0.0005903694
## PC338 -7.151342e-05 0.0014592562 9.986691e-03 4.728127e-03 0.0085994885
## PC339 -5.014141e-03 0.0100849646 -1.112231e-02 8.983017e-03 -0.0067733352
## PC340 -4.745842e-03 -0.0196596699 -8.630915e-03 -2.040588e-02 -0.0175749637
## PC341 1.188207e-02 0.0070753457 1.207804e-02 -7.234455e-03 0.0066605757
## PC342 -9.262302e-04 0.0082461708 -1.381973e-03 1.352726e-02 -0.0028236124
## PC343 -5.725064e-04 -0.0051720674 -1.510499e-02 -4.147198e-03 -0.0148309632
## PC344 7.760131e-03 0.0095138045 9.817165e-03 1.230508e-02 0.0074973077
## PC345 -2.616110e-03 -0.0075491981 4.860574e-03 -4.583248e-03 -0.0101305629
## PC346 -9.032296e-03 -0.0118850216 -4.395353e-03 -3.461124e-03 -0.0064060771
## PC347 1.471983e-02 0.0153073657 1.832984e-02 1.973027e-02 0.0104459440
## PC348 -7.276675e-03 -0.0122210968 -5.039352e-03 -2.181733e-02 -0.0082907076
## PC349 -6.129894e-03 -0.0065073103 -3.816933e-03 2.555054e-03 -0.0067787259
## PC350 -5.144965e-04 -0.0029138272 1.059880e-02 -2.772552e-02 0.0037512699
## PC351 3.768654e-03 0.0094594508 5.509949e-03 1.393908e-02 -0.0018776364
## PC352 1.709408e-03 0.0118833637 -5.447483e-03 1.265718e-02 0.0000132446
## PC353 -1.706268e-02 -0.0052679285 -1.764528e-02 8.446549e-03 -0.0115025807
## PC354 -1.157366e-04 0.0202859935 5.341171e-03 2.845239e-02 0.0152188495
## PC355 2.505514e-02 0.0110949546 2.023550e-02 9.532431e-03 0.0123977407
## PC356 1.338766e-02 0.0113830790 1.417245e-02 1.146927e-02 0.0174864757
## PC357 -6.036766e-03 -0.0132424407 -1.004711e-02 -9.345161e-03 -0.0149804336
## BURN BUTL BYAR CAMA CENT
## PC1 0.6180267806 6.331445e-01 6.348997e-01 6.352569e-01 6.181686e-01
## PC2 0.5338995307 4.865059e-01 5.422040e-01 4.927293e-01 5.569477e-01
## PC3 -0.1454464408 -1.884989e-01 -9.659647e-02 -1.771340e-01 -5.399421e-02
## PC4 -0.0026803815 1.803492e-01 9.024168e-03 2.086666e-01 -4.267389e-02
## PC5 0.1628325010 1.714618e-01 1.775612e-01 1.893607e-01 1.837300e-01
## PC6 -0.1112849901 3.274980e-02 -2.200261e-02 7.108533e-02 -3.960796e-02
## PC7 0.1675587580 1.314950e-01 1.939194e-01 1.354617e-01 1.878439e-01
## PC8 -0.0478809106 -3.640819e-02 -5.515913e-02 -1.683408e-02 -3.111747e-02
## PC9 -0.0248632284 -3.229356e-02 -2.008446e-02 -3.838997e-02 -1.970292e-02
## PC10 0.1201006958 1.176858e-01 1.150160e-01 1.144478e-01 1.189959e-01
## PC11 0.0130063868 8.478472e-02 3.739553e-02 7.687424e-02 1.273227e-02
## PC12 0.0447416722 5.384173e-02 5.607635e-02 3.927060e-02 8.225490e-02
## PC13 0.0447995977 -6.036752e-02 2.576296e-02 -5.799797e-02 5.675257e-02
## PC14 -0.0254310596 7.069924e-03 -2.566186e-02 1.794466e-02 -2.655329e-02
## PC15 0.0193966180 2.175068e-02 3.514467e-03 2.591536e-02 2.187576e-03
## PC16 0.0286015895 2.463974e-02 5.995705e-02 2.782319e-02 7.205160e-02
## PC17 -0.0081235331 -6.037780e-02 -1.544960e-02 -6.053773e-02 -2.767003e-03
## PC18 0.0291357660 2.216429e-03 1.790829e-02 1.226897e-02 1.368923e-02
## PC19 0.0064447014 1.715772e-02 5.009932e-03 1.933495e-02 9.437735e-03
## PC20 0.0410326346 -2.444362e-03 1.584070e-02 -9.018682e-03 1.937954e-02
## PC21 0.0017101784 1.022875e-02 -5.628537e-03 -1.458094e-03 -4.725676e-03
## PC22 0.0587280118 5.088851e-02 6.156040e-02 4.134909e-02 4.308466e-02
## PC23 -0.0157586286 -4.380748e-03 -2.740281e-02 -9.421932e-05 -2.316961e-02
## PC24 -0.0364368509 1.078742e-02 -2.958103e-02 2.854360e-02 -3.916599e-02
## PC25 -0.0198755053 3.957671e-02 -1.282180e-02 4.538920e-02 -2.236739e-02
## PC26 -0.0245422524 -1.430350e-02 -2.079404e-02 -1.319694e-02 -1.345590e-02
## PC27 0.0068766200 3.972374e-02 2.208306e-02 4.354862e-02 1.741317e-02
## PC28 0.0362226461 -9.173261e-03 4.598752e-02 -2.775476e-03 5.511848e-02
## PC29 0.0496728210 7.127147e-03 4.909988e-02 2.090758e-02 5.320207e-02
## PC30 0.0364914106 3.107295e-02 3.196140e-02 2.176176e-02 3.219497e-02
## PC31 -0.0041581519 -1.754486e-03 6.475858e-03 7.331758e-03 3.867855e-03
## PC32 -0.0272056667 1.380456e-03 -1.198658e-02 -4.672633e-03 -2.437525e-02
## PC33 0.0029620854 -9.843092e-03 8.446505e-03 -1.792677e-02 2.965639e-02
## PC34 0.0170844116 -1.724973e-02 1.407932e-02 -1.158139e-02 2.865855e-02
## PC35 -0.0222676348 -1.513317e-02 -2.575166e-02 -1.506839e-02 -2.948819e-02
## PC36 0.0040550492 1.545633e-02 8.936825e-03 2.747085e-02 5.437649e-03
## PC37 0.0087746230 1.233244e-02 7.228622e-03 1.104829e-02 1.058250e-02
## PC38 -0.0024977026 1.630292e-02 1.586766e-02 4.264458e-03 1.610512e-02
## PC39 0.0089336774 6.002660e-02 1.487747e-02 6.067212e-02 -3.778129e-03
## PC40 -0.0018604754 7.969928e-03 -1.255745e-02 1.134459e-02 -2.745492e-02
## PC41 0.0306854695 -9.310140e-03 2.930858e-02 -1.138482e-02 3.547551e-02
## PC42 0.0295325689 1.250421e-02 1.171854e-02 -6.883866e-04 2.575295e-02
## PC43 -0.0054827066 -2.398501e-02 -1.204102e-02 -3.404372e-02 -7.365538e-03
## PC44 -0.0730807760 -6.056987e-02 -7.138559e-02 -6.129751e-02 -6.932338e-02
## PC45 0.0547900494 3.317372e-02 5.711793e-02 3.261121e-02 5.590464e-02
## PC46 -0.0263935335 -1.659035e-02 -1.198082e-02 -2.829944e-03 -1.614301e-02
## PC47 0.0138919435 3.702523e-02 1.619518e-02 3.313643e-02 3.577755e-03
## PC48 -0.0233404991 1.302469e-02 -1.884568e-02 -4.987600e-03 -3.246734e-02
## PC49 -0.0244555103 -2.486144e-02 -3.212510e-02 -2.288296e-02 -2.933346e-02
## PC50 -0.0279299621 1.335380e-03 1.148136e-02 6.337158e-03 6.745985e-03
## PC51 -0.0020664063 3.228536e-02 -8.269584e-03 3.783679e-02 -1.170482e-02
## PC52 -0.0365231652 -3.365610e-02 -3.425567e-02 -1.441670e-02 -2.153936e-02
## PC53 0.0106322476 3.376071e-02 1.496380e-02 3.783930e-02 2.373398e-03
## PC54 -0.0459355088 -2.696469e-02 -4.142397e-02 -2.725949e-02 -4.244206e-02
## PC55 -0.0473946032 -4.568141e-02 -2.860032e-02 -4.217952e-02 -2.553713e-02
## PC56 -0.0213688145 -5.356292e-03 -1.152397e-02 -1.430804e-02 -1.985993e-02
## PC57 0.0158096499 3.678127e-02 8.126924e-03 3.266344e-02 4.935409e-03
## PC58 -0.0258180813 -1.608369e-02 -2.182467e-02 -7.834501e-03 -1.667333e-02
## PC59 0.0134814581 -2.525444e-04 7.664106e-03 1.625459e-03 1.058545e-02
## PC60 0.0288348784 3.281638e-02 4.220671e-02 2.332729e-02 4.656077e-02
## PC61 -0.0224703442 -2.523489e-02 -2.131016e-02 -2.587268e-02 -1.028789e-02
## PC62 0.0076090771 -4.368790e-03 7.317615e-05 -2.267214e-03 -8.108513e-04
## PC63 0.0349975842 -1.924298e-03 3.324366e-02 -1.111057e-02 2.677379e-02
## PC64 -0.0035571776 -3.819830e-03 -1.642120e-02 -8.228233e-03 -1.853094e-02
## PC65 0.0066324548 6.369230e-03 -9.655251e-03 -4.504868e-03 -1.852316e-02
## PC66 -0.0044000565 -1.145070e-02 2.983636e-04 -2.915884e-03 4.502424e-03
## PC67 -0.0221709855 3.101265e-02 -8.752575e-03 3.237553e-02 -1.768155e-02
## PC68 0.0002118938 -4.792260e-03 -5.040216e-03 -8.790270e-03 -6.514111e-03
## PC69 0.0023064998 -2.009330e-02 -1.545468e-04 -2.219681e-02 9.096311e-03
## PC70 -0.0060369396 -9.687028e-03 -1.223172e-02 -5.397457e-03 -1.846745e-02
## PC71 -0.0080437003 -1.183850e-02 -9.601310e-03 -1.339628e-02 -1.091736e-02
## PC72 0.0179594463 1.992833e-02 2.059499e-02 1.979225e-02 1.800090e-02
## PC73 0.0030365677 -3.501007e-03 -9.545427e-03 4.109970e-03 -1.710343e-02
## PC74 -0.0103901209 -2.403962e-02 -1.169250e-02 -2.448566e-02 -5.727098e-03
## PC75 -0.0250313385 -2.711247e-02 -3.720048e-02 -1.832977e-02 -3.069408e-02
## PC76 -0.0014110001 8.595662e-03 -4.194744e-03 8.791466e-03 -9.136286e-03
## PC77 0.0099395609 2.997503e-03 8.741053e-03 5.947724e-04 1.086112e-02
## PC78 0.0019262696 1.945324e-03 5.841772e-03 8.196687e-03 -1.473387e-03
## PC79 0.0051000245 3.375048e-03 2.080305e-03 3.667935e-03 2.754442e-03
## PC80 -0.0020366522 -8.806720e-03 -9.220174e-03 4.038868e-04 -1.157712e-02
## PC81 -0.0135415863 1.812071e-02 -1.687045e-02 8.923112e-03 -2.077743e-02
## PC82 0.0118619935 2.520548e-02 2.030378e-02 2.460998e-02 1.280348e-02
## PC83 0.0023097581 1.567873e-02 8.544181e-03 9.597620e-03 7.995192e-03
## PC84 -0.0048069253 1.178607e-02 4.629981e-03 2.050021e-03 6.361958e-03
## PC85 0.0068302556 -1.496494e-02 1.926933e-03 -1.140362e-02 1.552576e-02
## PC86 -0.0212605688 -4.237984e-02 -2.157553e-02 -3.968842e-02 -1.667893e-02
## PC87 -0.0270193424 -2.710509e-02 -3.265470e-02 -2.315319e-02 -3.565098e-02
## PC88 -0.0278090755 -5.072878e-02 -2.557675e-02 -3.937687e-02 -1.125422e-02
## PC89 0.0110674540 -1.877594e-02 5.500626e-03 -1.491712e-02 3.949085e-04
## PC90 0.0047306498 -4.003953e-03 -1.730255e-03 -1.776937e-02 -2.408474e-03
## PC91 -0.0091670850 -1.729258e-02 1.537942e-03 -2.175098e-02 5.489702e-03
## PC92 -0.0053395860 -2.046532e-02 -5.434143e-03 -2.449525e-02 -3.620509e-03
## PC93 0.0135211734 4.037993e-03 2.475857e-02 2.161814e-03 2.713789e-02
## PC94 -0.0049384572 -1.327839e-02 -8.072186e-03 -1.309426e-02 -4.504639e-03
## PC95 -0.0070055513 1.622289e-03 -9.928973e-03 2.509703e-03 -3.636969e-03
## PC96 0.0311359706 2.298204e-02 2.877974e-02 1.221818e-02 1.844888e-02
## PC97 0.0250958665 4.442381e-03 2.509549e-02 5.842878e-03 2.146263e-02
## PC98 -0.0118953110 1.938461e-03 -7.217418e-03 9.834144e-03 -1.876756e-02
## PC99 -0.0039938547 -1.735961e-02 -8.258693e-03 -1.599694e-02 -8.511789e-03
## PC100 0.0190247230 2.914283e-02 1.713236e-02 2.496980e-02 1.322149e-02
## PC101 0.0058709984 -8.766052e-03 1.042892e-02 -2.870124e-03 2.826446e-02
## PC102 0.0071958804 4.689621e-03 2.165007e-02 1.777944e-02 2.697572e-02
## PC103 0.0323244364 3.015345e-02 3.495085e-02 2.391448e-02 4.156740e-02
## PC104 0.0110322260 1.048255e-03 8.007871e-03 9.405278e-03 5.939254e-03
## PC105 0.0142106975 -4.693034e-03 8.685285e-03 -3.977522e-03 1.101376e-02
## PC106 0.0366847516 2.724065e-02 2.694305e-02 2.888963e-02 2.245969e-02
## PC107 -0.0077014079 -2.756853e-02 -1.377538e-02 -2.361541e-02 -1.312014e-02
## PC108 -0.0359508379 -7.453446e-03 -3.981856e-02 -8.849761e-03 -3.792650e-02
## PC109 -0.0015547297 -2.087543e-02 -7.343404e-04 -2.238462e-02 6.299536e-03
## PC110 -0.0091885882 -4.338952e-03 -1.154718e-02 2.186534e-03 -3.062967e-03
## PC111 0.0117694803 3.503675e-03 4.747104e-03 6.141596e-03 1.286551e-02
## PC112 0.0014625275 -1.679092e-02 -6.201973e-04 -1.497751e-02 8.859519e-03
## PC113 -0.0158300635 1.009961e-02 -1.129970e-02 3.278384e-03 -2.465190e-02
## PC114 0.0234779848 2.494700e-02 2.580420e-02 2.444561e-02 2.955216e-02
## PC115 0.0238357486 2.785511e-02 2.579275e-02 2.128398e-02 2.863924e-02
## PC116 -0.0117641647 -8.919399e-03 -3.018010e-03 -9.863535e-03 -1.769987e-03
## PC117 -0.0160211372 -2.225071e-02 -9.914238e-03 -2.728633e-02 6.151432e-04
## PC118 0.0148975102 -4.108693e-04 7.610810e-03 2.133028e-03 1.371600e-02
## PC119 0.0016835206 5.014855e-03 -1.009552e-02 5.698224e-03 -1.626873e-02
## PC120 0.0025908687 -1.096694e-02 4.758431e-03 -9.769344e-03 8.999396e-03
## PC121 0.0073986009 -6.992442e-03 7.340031e-03 -3.725685e-05 1.094676e-02
## PC122 0.0036118228 2.043950e-02 1.958515e-03 1.859670e-02 -2.248216e-04
## PC123 0.0256982224 1.538971e-02 1.409924e-02 -2.142218e-03 2.014910e-02
## PC124 0.0048839491 -2.962141e-02 1.889981e-03 -2.366068e-02 1.212455e-02
## PC125 0.0107278542 -1.235525e-02 1.096603e-02 -1.595233e-02 1.560280e-02
## PC126 0.0020883660 -1.689458e-02 1.015929e-02 -6.178850e-03 8.591363e-03
## PC127 0.0182320154 5.630834e-03 1.356574e-02 3.517055e-03 1.754991e-02
## PC128 0.0143624337 8.873584e-04 6.274343e-03 -4.624818e-03 8.700811e-03
## PC129 0.0096188916 1.994032e-02 1.159792e-02 1.875270e-02 1.606426e-02
## PC130 -0.0080574426 -1.208224e-02 -4.477709e-03 -1.243551e-02 -6.957841e-03
## PC131 -0.0054892782 -8.732180e-03 -2.774594e-03 -8.143956e-03 -4.978188e-04
## PC132 -0.0194606017 -7.667856e-03 -2.452128e-02 -2.949701e-03 -2.871855e-02
## PC133 0.0022516771 2.408751e-02 3.729728e-03 2.019702e-02 4.493325e-03
## PC134 -0.0302581563 -2.722789e-02 -3.027357e-02 -2.454934e-02 -3.113374e-02
## PC135 -0.0148141985 -1.506752e-02 -2.093721e-02 -1.238954e-02 -2.945609e-02
## PC136 0.0026000778 9.483918e-03 1.246878e-02 5.421678e-03 1.401738e-02
## PC137 0.0343483796 1.455277e-02 2.185686e-02 1.675586e-02 2.098414e-02
## PC138 0.0062599478 1.361084e-02 7.305442e-03 1.674281e-02 4.869779e-03
## PC139 -0.0090195067 -9.912943e-03 1.356334e-03 2.513553e-03 -5.745572e-04
## PC140 0.0196550553 1.798614e-02 1.334733e-02 1.836540e-02 1.511965e-02
## PC141 0.0089502976 -4.010655e-03 1.058810e-02 -1.940956e-03 9.991639e-03
## PC142 0.0054785104 -4.665333e-03 1.258865e-02 -8.320169e-03 8.036108e-03
## PC143 0.0386991742 3.983304e-02 4.784072e-02 3.850126e-02 4.484526e-02
## PC144 0.0006233756 -1.898085e-02 -6.921776e-03 -1.712972e-02 -2.304339e-03
## PC145 -0.0112308787 -2.518929e-02 -1.730653e-02 -1.622867e-02 -1.221490e-02
## PC146 -0.0194025921 -2.582550e-02 -2.552235e-02 -1.923769e-02 -1.520136e-02
## PC147 0.0084502872 -1.567316e-03 -3.185817e-03 -2.160250e-03 -3.135547e-03
## PC148 -0.0014999785 1.372927e-02 5.104401e-03 1.045026e-02 7.570354e-04
## PC149 -0.0047824302 1.682649e-02 -9.420056e-03 1.287893e-02 -1.602081e-02
## PC150 -0.0073380771 -2.264871e-02 -1.407341e-02 -2.815305e-02 -1.248367e-02
## PC151 0.0047655591 1.626306e-02 1.308211e-02 1.196992e-02 1.469132e-02
## PC152 0.0019854804 -2.322686e-05 3.883662e-03 -1.160240e-02 -3.907309e-03
## PC153 -0.0191131052 -3.006379e-03 -1.695230e-02 5.724114e-03 -1.724712e-02
## PC154 0.0042119484 1.073325e-02 2.142261e-03 2.820463e-03 1.096193e-03
## PC155 -0.0012879921 -2.351262e-02 3.788172e-03 -2.561285e-02 4.643919e-03
## PC156 -0.0016742789 3.415937e-02 6.434192e-03 2.661995e-02 1.080884e-02
## PC157 0.0109170333 2.071666e-03 4.219574e-03 8.103209e-03 8.088162e-03
## PC158 0.0034260287 -1.297638e-02 -2.544699e-03 -1.370713e-02 8.138526e-03
## PC159 0.0150872540 1.905971e-02 8.008278e-03 7.600857e-03 1.072339e-02
## PC160 -0.0164136535 -3.032616e-02 -1.793538e-02 -2.979800e-02 -1.470681e-02
## PC161 0.0028104045 -2.541513e-02 -4.166576e-03 -1.831945e-02 -2.084217e-03
## PC162 0.0141776991 -7.600603e-03 1.159004e-02 -1.246979e-03 1.272079e-02
## PC163 -0.0174332864 -1.620225e-02 -1.598016e-02 -8.286361e-03 -2.461658e-03
## PC164 0.0058976543 8.361975e-03 9.898682e-03 4.641519e-03 8.967696e-03
## PC165 0.0184853266 -9.363031e-03 1.362605e-02 -1.769715e-03 1.794630e-02
## PC166 0.0174905937 2.399396e-03 1.635274e-02 1.656895e-03 1.404886e-02
## PC167 0.0020780127 9.892677e-03 1.754577e-02 1.787236e-02 1.419474e-02
## PC168 -0.0057115339 -1.301035e-02 -9.807224e-04 -1.771521e-02 1.839071e-03
## PC169 -0.0035589334 2.529249e-03 -3.841467e-03 5.861635e-03 5.075089e-03
## PC170 -0.0124834191 -1.292289e-02 -4.603030e-03 -7.442749e-03 -4.795510e-03
## PC171 0.0078989251 1.144548e-02 6.966152e-03 1.352661e-02 7.573501e-03
## PC172 0.0030954920 -4.948520e-03 2.861415e-03 1.897646e-04 -2.915561e-04
## PC173 -0.0053231241 1.129613e-02 6.535291e-03 2.201533e-02 3.104160e-03
## PC174 0.0162910381 2.341265e-02 1.407983e-02 2.400587e-02 1.706553e-02
## PC175 -0.0071645146 3.251534e-03 4.192298e-03 5.166942e-03 8.566732e-03
## PC176 0.0524542295 3.942002e-02 5.172853e-02 3.816764e-02 5.103839e-02
## PC177 -0.0070840434 -2.240380e-02 -1.865993e-02 -1.576136e-02 -1.379579e-02
## PC178 0.0006077223 1.417911e-02 -1.841602e-03 -1.040162e-04 -2.803766e-05
## PC179 0.0028904804 -4.417178e-03 -1.541224e-05 -8.381582e-03 6.530787e-03
## PC180 0.0046247073 1.225794e-03 1.314374e-05 4.352042e-03 -3.575226e-03
## PC181 -0.0131670021 1.378300e-02 -7.776643e-03 1.374543e-02 -8.830234e-03
## PC182 -0.0061804894 -1.181555e-02 -1.155947e-02 -9.719936e-03 -6.589806e-03
## PC183 -0.0225628947 -1.343243e-02 -1.851900e-02 -1.309142e-02 -2.197333e-02
## PC184 0.0061807386 4.143403e-04 -3.713380e-03 6.699107e-03 2.293078e-03
## PC185 -0.0163555693 2.438309e-03 -1.410325e-02 7.408698e-03 -8.929628e-03
## PC186 0.0107703602 1.205090e-03 4.983701e-03 6.410884e-03 1.494584e-02
## PC187 0.0122451288 5.203455e-03 7.808382e-03 -3.105019e-03 1.945246e-02
## PC188 0.0070883825 -3.903256e-03 4.809484e-03 -1.967076e-03 4.245702e-03
## PC189 0.0038354439 -2.141227e-03 9.482826e-03 -2.293953e-03 1.375146e-02
## PC190 0.0023062379 1.417330e-04 3.559037e-03 1.005633e-02 6.072860e-03
## PC191 -0.0301067113 -2.216093e-02 -2.565345e-02 -1.002431e-02 -2.708325e-02
## PC192 0.0150144033 1.924901e-02 2.226175e-02 3.646495e-02 1.800886e-02
## PC193 0.0030432118 -2.619202e-04 1.339729e-02 4.196554e-03 1.399112e-02
## PC194 -0.0059003635 5.575950e-03 -3.286910e-03 1.063319e-02 -5.712055e-03
## PC195 -0.0040370689 3.707593e-04 2.749919e-03 2.015131e-03 4.086531e-03
## PC196 -0.0231916497 -2.681480e-02 -2.538526e-02 -2.956347e-02 -2.900965e-02
## PC197 0.0107322479 3.188479e-02 8.333870e-03 2.982460e-02 -8.833970e-04
## PC198 0.0125457247 8.380211e-03 1.070767e-02 1.025086e-02 1.223146e-02
## PC199 -0.0034135914 1.153106e-02 5.981719e-03 1.771998e-02 1.730441e-03
## PC200 0.0021680772 -1.289687e-02 3.289130e-03 -1.476572e-02 3.822361e-03
## PC201 -0.0020194951 -4.521783e-03 -1.878610e-03 -1.397523e-02 -3.358247e-03
## PC202 -0.0002650660 6.827478e-03 9.111804e-03 1.302467e-03 5.250577e-03
## PC203 -0.0079136347 -2.030362e-02 -1.085230e-02 -2.037623e-02 -1.455524e-02
## PC204 0.0194703507 8.130765e-03 1.521681e-02 -6.766393e-03 1.020557e-02
## PC205 -0.0230969492 -4.114892e-02 -2.771913e-02 -3.837954e-02 -1.962380e-02
## PC206 -0.0087235461 1.526252e-03 -2.715940e-03 5.389519e-03 -1.585147e-03
## PC207 -0.0158610343 2.010771e-03 -7.100454e-03 -2.063426e-03 -1.563669e-02
## PC208 -0.0068935891 1.711297e-02 1.509409e-02 1.551330e-02 1.312180e-02
## PC209 0.0083703270 1.599624e-02 1.088270e-02 1.520847e-02 7.029356e-03
## PC210 0.0125825964 3.046612e-03 9.844951e-03 2.208931e-03 7.623516e-03
## PC211 0.0197703020 1.759560e-02 2.280741e-02 2.612365e-02 1.281706e-02
## PC212 0.0054091496 7.588649e-03 1.455396e-02 3.626363e-03 9.279089e-03
## PC213 0.0028513304 1.765749e-02 1.111416e-02 1.230996e-02 1.079456e-02
## PC214 -0.0140942117 -9.908093e-03 -1.223610e-02 -5.598428e-03 -1.341477e-02
## PC215 -0.0147775198 -2.086027e-03 -1.485257e-02 -1.009303e-02 -1.562703e-02
## PC216 -0.0079508717 -1.081701e-02 -8.165329e-03 -5.649674e-03 -8.727114e-03
## PC217 0.0096270514 -5.542204e-03 6.844658e-03 2.290955e-03 5.408541e-03
## PC218 -0.0011463857 -3.560621e-04 -8.044114e-03 -2.141291e-03 -1.013875e-02
## PC219 0.0075557742 -8.898258e-03 1.225077e-03 -1.335012e-02 -1.562441e-03
## PC220 0.0161448448 2.280690e-02 2.024198e-02 2.281040e-02 1.503300e-02
## PC221 0.0196222777 -5.606168e-03 6.244253e-03 -2.393983e-03 9.732339e-03
## PC222 -0.0124613857 -1.993796e-02 -8.687017e-03 -1.237288e-02 -8.495792e-03
## PC223 -0.0076451006 -9.032943e-03 -1.072496e-02 -2.386012e-03 -1.058460e-02
## PC224 0.0163766904 1.503740e-02 9.375949e-03 1.244021e-02 2.640510e-03
## PC225 -0.0089871804 -1.300271e-02 -9.273629e-03 -1.140886e-02 -6.541618e-03
## PC226 0.0001353530 1.163656e-02 -4.178021e-03 8.274070e-03 1.113345e-03
## PC227 -0.0024181443 1.275972e-02 -7.045060e-03 1.131237e-02 -5.054536e-04
## PC228 -0.0013523914 -1.296534e-02 -1.735039e-02 -1.210499e-02 -1.124137e-02
## PC229 0.0176469683 1.304681e-02 1.497122e-02 1.376349e-02 1.852197e-02
## PC230 -0.0076001881 -2.447233e-02 -1.085185e-02 -2.045453e-02 -8.035032e-03
## PC231 0.0016673626 2.280244e-02 2.278498e-02 1.872875e-02 1.886566e-02
## PC232 0.0074324516 7.238414e-04 5.258480e-03 -1.730592e-03 -5.043081e-05
## PC233 -0.0016533589 1.727967e-02 8.650135e-03 1.558694e-02 1.007844e-02
## PC234 -0.0142459793 5.834571e-03 -2.188256e-02 -1.116612e-04 -2.038972e-02
## PC235 0.0075627768 -9.677710e-03 -3.412860e-03 -7.339093e-03 3.709230e-03
## PC236 0.0060742171 8.481300e-03 1.598587e-02 5.164097e-03 1.622132e-02
## PC237 -0.0064903837 -1.043958e-03 -1.181211e-02 -3.243945e-03 -3.960514e-03
## PC238 -0.0072452511 1.355119e-02 -3.615355e-03 7.885100e-03 -6.080899e-03
## PC239 -0.0102685748 -1.516044e-02 -1.052340e-02 -1.668372e-02 -8.230909e-03
## PC240 0.0158034156 1.019458e-02 1.333291e-02 5.816189e-05 2.054756e-02
## PC241 -0.0101820129 -1.040211e-02 -3.006150e-03 -1.013796e-02 -5.613606e-03
## PC242 -0.0162406431 -1.619102e-03 -1.046946e-02 4.436822e-03 -6.411381e-03
## PC243 -0.0138005993 -2.494205e-02 -2.184198e-02 -2.279466e-02 -1.937024e-02
## PC244 -0.0085470252 -1.463667e-02 -1.422015e-02 -1.332510e-02 -2.648142e-03
## PC245 -0.0002963554 -1.570790e-02 -5.354866e-03 -1.519379e-02 1.959963e-03
## PC246 0.0242042952 2.067454e-03 2.077949e-02 -1.377985e-03 1.714707e-02
## PC247 -0.0069261895 1.550738e-03 -2.674176e-03 3.777013e-03 -3.267141e-03
## PC248 0.0058316819 8.524887e-03 4.676837e-03 1.211251e-02 3.686662e-04
## PC249 -0.0110397837 -3.648011e-03 1.184120e-03 2.761973e-04 4.657984e-03
## PC250 0.0124281040 1.836441e-03 9.833907e-03 3.416157e-03 1.212855e-02
## PC251 0.0021134646 -2.021001e-02 -6.837233e-03 -2.481945e-02 -1.345094e-03
## PC252 -0.0244858646 -9.840497e-03 -2.326126e-02 -6.188807e-03 -2.262775e-02
## PC253 0.0072315569 2.542964e-02 1.376801e-02 1.253111e-02 1.416244e-02
## PC254 0.0090354000 4.784791e-03 5.020647e-03 5.984875e-03 6.927409e-03
## PC255 0.0001026223 3.015922e-03 9.387355e-03 2.599377e-03 5.286625e-03
## PC256 -0.0128224408 -2.127229e-02 -1.670703e-02 -1.234770e-02 -1.105729e-02
## PC257 -0.0115040802 -3.383400e-03 -1.544805e-02 -3.663570e-03 -1.142485e-02
## PC258 -0.0134595382 -6.331930e-03 -1.007695e-02 -1.107019e-02 -1.311338e-02
## PC259 -0.0036884384 -1.214834e-03 -4.034352e-03 -4.405865e-03 -3.205732e-03
## PC260 0.0036844603 -6.752089e-03 9.453577e-04 2.011982e-03 5.724478e-03
## PC261 -0.0153841087 -2.792462e-02 -1.159079e-02 -2.270925e-02 -3.868297e-03
## PC262 0.0065513678 2.165598e-02 7.452693e-03 2.064848e-02 7.099247e-03
## PC263 0.0012339321 1.201414e-02 -2.427256e-03 5.675395e-03 2.071130e-03
## PC264 -0.0004231573 -4.317933e-03 -4.640639e-03 -1.139245e-02 -1.036204e-03
## PC265 -0.0016929463 -4.492853e-03 3.108140e-03 6.322230e-03 4.313642e-03
## PC266 0.0064583378 -6.278773e-03 -7.107113e-04 -1.451377e-02 3.239399e-03
## PC267 0.0061937269 5.944040e-03 4.080596e-03 6.830117e-03 1.018490e-02
## PC268 -0.0183733837 -4.627996e-03 -1.233998e-02 6.754210e-03 -1.138563e-02
## PC269 -0.0035654330 -1.318031e-02 1.951553e-03 -1.356700e-02 3.764185e-03
## PC270 0.0052086363 -3.462838e-03 -1.129779e-02 -4.644767e-03 -1.255128e-02
## PC271 -0.0147867668 -5.057935e-03 -2.888562e-03 -1.249040e-02 -7.878996e-03
## PC272 -0.0022837854 -5.618252e-03 -7.172005e-03 2.753491e-03 -3.858836e-03
## PC273 0.0073059362 -2.867263e-03 4.725992e-03 -4.326587e-03 1.990598e-03
## PC274 -0.0010306771 1.014032e-02 3.601423e-03 3.671007e-03 1.380180e-03
## PC275 0.0046000266 1.541451e-02 8.926278e-03 1.783102e-02 1.359767e-02
## PC276 0.0146407910 9.044802e-03 4.331659e-03 7.734821e-03 7.800529e-03
## PC277 -0.0001121023 1.004413e-02 1.042365e-03 1.109200e-02 -7.126971e-04
## PC278 -0.0180820494 -1.360552e-02 -2.011790e-02 -1.787721e-02 -1.030913e-02
## PC279 -0.0161180323 -1.701473e-02 -1.207430e-02 -2.664857e-02 -8.412142e-03
## PC280 -0.0042920223 -1.788807e-03 -2.229800e-03 -7.765910e-03 3.341617e-03
## PC281 -0.0017828712 -1.573160e-02 -5.155093e-03 -1.453978e-02 -8.404706e-04
## PC282 0.0175980276 -9.271544e-03 5.402554e-03 -1.570888e-02 1.220563e-02
## PC283 -0.0183536182 -2.851029e-02 -2.078721e-02 -1.500056e-02 -1.531293e-02
## PC284 0.0090833503 8.209947e-03 5.060110e-03 8.248948e-03 5.987381e-03
## PC285 0.0001639729 -2.650046e-03 -1.082808e-02 3.280474e-03 -1.003222e-02
## PC286 0.0092667547 -2.777098e-03 7.541089e-03 -2.593893e-03 8.272443e-03
## PC287 -0.0188410428 -1.048829e-02 -2.385582e-02 -1.329976e-02 -2.908745e-02
## PC288 -0.0177457954 -4.182654e-03 -1.417772e-02 -8.070690e-03 -1.745223e-02
## PC289 0.0017992431 7.263899e-03 -6.078235e-03 6.595614e-03 -7.566743e-03
## PC290 -0.0009153321 -1.450970e-03 -6.550807e-03 -1.083308e-03 -7.402535e-03
## PC291 0.0009313056 1.248225e-02 6.761277e-04 9.116436e-03 4.841719e-03
## PC292 -0.0106014891 -1.973672e-02 -1.930752e-02 -1.293586e-02 -9.415876e-03
## PC293 -0.0055874309 1.581582e-02 4.759526e-03 1.222776e-02 8.644637e-04
## PC294 -0.0125787080 3.020698e-03 -1.678630e-03 7.484121e-04 -1.717828e-03
## PC295 -0.0024143082 2.830970e-04 -1.205463e-03 3.912987e-03 -4.846195e-03
## PC296 0.0141648531 2.013209e-02 2.433184e-02 1.840830e-02 2.066888e-02
## PC297 0.0183388308 3.090517e-02 1.590048e-02 3.204080e-02 1.274239e-02
## PC298 -0.0174428634 -1.889679e-02 -2.175686e-02 -1.982846e-02 -1.920610e-02
## PC299 -0.0215450445 -1.650306e-03 -1.109984e-02 2.312427e-03 -1.406409e-02
## PC300 0.0091773699 -1.532404e-02 -8.684161e-04 -2.052583e-02 -1.184354e-03
## PC301 0.0026085554 1.556689e-02 3.401415e-03 1.513149e-02 -2.338974e-03
## PC302 -0.0017510025 -2.072128e-02 -9.278664e-03 -1.375793e-02 -1.394908e-02
## PC303 -0.0185161908 -1.414012e-02 -2.081189e-02 -9.211468e-03 -1.184064e-02
## PC304 -0.0207861262 -7.813080e-03 -1.596647e-02 -1.663086e-02 -1.698673e-02
## PC305 -0.0117433012 -7.329867e-03 -3.296277e-03 2.625899e-03 -8.551046e-03
## PC306 0.0057946371 -1.041289e-02 5.794522e-03 -7.396838e-03 1.151628e-02
## PC307 0.0028416363 -3.267481e-03 -5.940600e-03 -2.530224e-04 3.655014e-03
## PC308 0.0212233183 2.237691e-02 1.856431e-02 1.889409e-02 2.156777e-02
## PC309 0.0016406467 8.504477e-03 -1.074532e-03 1.605624e-04 -5.824765e-03
## PC310 -0.0150011431 -9.280643e-03 -2.226331e-02 -9.880762e-03 -3.215880e-02
## PC311 0.0045344866 -2.093385e-02 -4.557507e-03 -2.179467e-02 6.931944e-04
## PC312 0.0230360746 -4.828143e-03 1.135382e-02 -1.078768e-03 1.587221e-02
## PC313 -0.0187867737 1.293957e-03 -3.582618e-03 -4.521802e-03 -5.267621e-03
## PC314 0.0030671562 -1.459403e-02 -6.530486e-03 -1.014185e-02 2.889519e-03
## PC315 -0.0051454005 -2.772142e-03 -1.210274e-02 4.497507e-04 -1.596059e-02
## PC316 -0.0228300301 -2.035672e-02 -2.025847e-02 -1.770168e-02 -2.257109e-02
## PC317 0.0136266129 -2.862922e-03 3.535401e-03 -2.687336e-03 8.433242e-03
## PC318 -0.0104705490 -6.472757e-03 -1.209928e-02 -1.594427e-02 -1.108327e-02
## PC319 0.0214225728 1.204841e-02 2.720060e-02 1.226931e-02 3.217815e-02
## PC320 -0.0072682662 -1.816346e-02 -8.650530e-03 -1.643103e-02 -6.318824e-03
## PC321 -0.0211657430 -2.231938e-02 -2.429470e-02 -1.998599e-02 -2.873255e-02
## PC322 0.0116377008 1.370299e-02 7.025431e-03 8.927654e-03 8.047423e-03
## PC323 0.0360832766 2.562956e-02 4.834502e-02 2.822030e-02 3.789380e-02
## PC324 0.0101308361 6.769967e-04 1.231882e-02 -4.916321e-03 1.189178e-02
## PC325 -0.0150030650 -2.600989e-02 -1.240960e-02 -1.615047e-02 -1.431738e-02
## PC326 0.0005151525 2.378765e-03 -9.049857e-05 4.519012e-03 2.346701e-03
## PC327 0.0128948736 1.176851e-02 1.156053e-02 1.718465e-02 1.154039e-02
## PC328 -0.0067200232 -2.911041e-02 -6.553967e-03 -2.362549e-02 2.829611e-03
## PC329 -0.0050465225 1.429324e-02 1.952289e-03 1.455622e-02 -5.286636e-03
## PC330 0.0111221039 2.519708e-03 9.549565e-03 -2.425755e-03 1.970951e-03
## PC331 -0.0054153757 -3.020173e-03 -3.947827e-03 -8.899663e-03 -4.572107e-03
## PC332 0.0149457303 2.140293e-02 1.951911e-02 2.952554e-02 8.673100e-03
## PC333 -0.0004410138 -1.005249e-02 -1.370356e-03 -1.231369e-03 3.466031e-03
## PC334 -0.0070507735 -1.984422e-03 -5.969953e-03 5.990554e-04 -6.389944e-03
## PC335 0.0198795487 7.192680e-03 1.569704e-02 3.414501e-03 1.812583e-02
## PC336 0.0183677359 7.934658e-03 2.043438e-02 9.749714e-03 2.662431e-02
## PC337 0.0068258104 -9.672384e-03 1.651701e-03 -9.258892e-03 4.099309e-03
## PC338 0.0036906875 1.079833e-02 -4.893534e-04 1.187135e-02 -5.241777e-03
## PC339 0.0076141919 9.171423e-03 1.894969e-04 1.070054e-02 -7.485714e-03
## PC340 -0.0119842067 -2.271702e-02 -8.364891e-03 -2.012801e-02 -5.386137e-03
## PC341 0.0153744085 2.512062e-03 1.442967e-02 -4.058101e-03 1.292844e-02
## PC342 -0.0018609257 5.000189e-03 2.595146e-03 6.249929e-03 5.908638e-03
## PC343 0.0098276874 -9.006892e-03 6.164113e-03 -9.503364e-03 1.413312e-03
## PC344 0.0082348616 1.482396e-02 2.334094e-03 1.516745e-02 2.471518e-03
## PC345 -0.0208948393 -1.804059e-02 -7.591384e-03 -1.491022e-02 -9.349552e-03
## PC346 -0.0126970569 9.785812e-04 -8.319414e-03 4.987328e-04 -8.469186e-03
## PC347 0.0082752188 8.529593e-03 1.605779e-02 1.097441e-02 1.318828e-02
## PC348 -0.0052127019 -1.856747e-02 -7.759880e-03 -1.232831e-02 -2.359095e-03
## PC349 -0.0008600970 -1.281983e-02 -1.774757e-03 -5.707067e-03 -7.645118e-05
## PC350 -0.0128803421 -2.310570e-02 -1.115738e-02 -2.263312e-02 -4.459955e-03
## PC351 0.0111491112 8.842914e-03 5.524942e-03 8.375138e-03 2.565611e-04
## PC352 0.0002046979 8.643897e-03 1.221036e-03 1.316346e-02 -2.474242e-03
## PC353 -0.0083043155 -1.689102e-03 -1.174675e-02 1.292552e-03 -1.811432e-02
## PC354 0.0038883989 2.279153e-02 1.624376e-03 2.163662e-02 2.104740e-03
## PC355 0.0328567287 1.620143e-02 2.541538e-02 1.015190e-02 3.236243e-02
## PC356 0.0206519916 9.774795e-03 1.425425e-02 1.124547e-02 1.539310e-02
## PC357 -0.0088489811 2.979498e-03 -6.200720e-03 -1.176029e-02 -3.530096e-03
## CHAN CHER CHEY CHIC CLAY
## PC1 6.048614e-01 6.317217e-01 6.338548e-01 0.6310124367 5.788268e-01
## PC2 5.579930e-01 5.053598e-01 4.827957e-01 0.5358578509 5.563955e-01
## PC3 -5.312969e-02 -9.471802e-02 -2.132750e-01 -0.1368124314 -7.729314e-03
## PC4 2.806541e-02 1.890842e-01 1.909807e-01 0.0760605747 -1.176796e-01
## PC5 1.899364e-01 2.131098e-01 1.836972e-01 0.1576475262 1.901471e-01
## PC6 5.343125e-02 1.221469e-01 4.531294e-02 -0.0061258588 -1.782560e-02
## PC7 2.120526e-01 1.734474e-01 9.389619e-02 0.1842858376 1.527734e-01
## PC8 -6.192407e-02 -2.806138e-02 -2.585865e-02 -0.0676262617 -1.019538e-02
## PC9 4.454509e-03 -3.767377e-02 -2.872688e-02 -0.0276901437 6.347628e-03
## PC10 1.185068e-01 1.194996e-01 1.067187e-01 0.1292214337 1.129486e-01
## PC11 3.799579e-02 5.437771e-02 8.971864e-02 0.0513220211 -1.176668e-02
## PC12 6.843129e-02 3.175873e-02 3.420925e-02 0.0454704405 9.141177e-02
## PC13 -1.738321e-03 -6.097848e-02 -5.704536e-02 -0.0101999268 6.868313e-02
## PC14 -1.185889e-02 5.022473e-02 5.801597e-03 -0.0141168745 -4.574840e-02
## PC15 -7.454842e-03 -1.166792e-02 3.545227e-02 0.0195221367 -1.325763e-02
## PC16 5.779298e-02 2.083607e-02 2.575526e-02 0.0487143247 7.659146e-02
## PC17 -2.428362e-02 -5.426559e-02 -6.851960e-02 -0.0404259376 3.304438e-03
## PC18 5.022016e-03 1.489219e-02 3.536941e-03 0.0094714743 1.091808e-02
## PC19 -9.869071e-03 -4.756654e-03 2.662736e-02 -0.0030994876 1.889728e-02
## PC20 9.140390e-03 -2.245727e-02 -1.710359e-03 0.0104696435 -1.630839e-03
## PC21 -1.999917e-02 -6.471417e-03 -5.117535e-03 -0.0062481439 1.337559e-02
## PC22 4.350548e-02 2.965038e-02 3.152147e-02 0.0748026773 1.464895e-02
## PC23 -2.453542e-02 -9.769581e-03 -3.579054e-03 -0.0107486170 -9.829499e-03
## PC24 -2.386700e-02 3.606500e-02 2.207429e-02 -0.0205851090 -3.800135e-02
## PC25 -1.414539e-03 2.613351e-02 5.182859e-02 0.0187288700 -2.250929e-02
## PC26 -2.796823e-02 -1.140287e-02 -1.217634e-02 -0.0291808196 3.185039e-03
## PC27 2.461431e-02 2.000651e-02 5.347071e-02 0.0323201990 6.677543e-03
## PC28 4.659665e-02 1.605585e-03 -8.065961e-03 0.0229098609 6.643851e-02
## PC29 7.266913e-02 3.775627e-02 3.028109e-03 0.0388450955 5.136240e-02
## PC30 1.785086e-02 9.328744e-03 2.571593e-02 0.0310871041 1.222592e-02
## PC31 2.284747e-02 1.521423e-02 -1.445764e-02 -0.0024820950 8.061292e-05
## PC32 -2.648577e-03 7.420754e-03 4.089267e-04 -0.0031108693 -1.529203e-02
## PC33 -1.714480e-03 -2.611080e-02 -1.460752e-02 -0.0115745804 5.968248e-02
## PC34 1.045512e-02 -4.356929e-03 -2.261901e-02 0.0064300072 4.224202e-02
## PC35 -2.502302e-02 -6.226591e-03 -1.456965e-02 -0.0286189048 -1.412054e-02
## PC36 1.892957e-02 1.890805e-02 2.247172e-02 0.0086620849 3.625600e-03
## PC37 2.542263e-02 2.168928e-02 1.310238e-02 0.0117908795 1.230559e-02
## PC38 3.268496e-02 2.251609e-02 9.284790e-03 0.0131075929 2.601748e-02
## PC39 2.831957e-02 6.308484e-02 5.369856e-02 0.0323297708 -2.179864e-02
## PC40 -1.176495e-02 1.633316e-02 2.999404e-03 -0.0038090167 -2.622217e-02
## PC41 1.497801e-02 -1.784279e-02 -1.001409e-02 0.0087104291 3.848268e-02
## PC42 2.151250e-03 -9.709270e-03 8.369830e-03 0.0053113276 2.946427e-02
## PC43 -2.425260e-02 -3.934264e-02 -2.554168e-02 -0.0187855237 -9.727181e-03
## PC44 -6.396685e-02 -6.404473e-02 -5.673673e-02 -0.0763768282 -4.986487e-02
## PC45 4.937890e-02 2.350700e-02 3.439426e-02 0.0485036614 4.546478e-02
## PC46 1.491549e-03 1.495755e-02 -1.814286e-02 -0.0173551987 -2.037374e-02
## PC47 6.829746e-03 1.769820e-02 3.001569e-02 0.0209218870 -1.619463e-02
## PC48 -1.685520e-02 5.282037e-04 9.127097e-04 -0.0123308977 -4.789821e-02
## PC49 -4.358897e-02 -2.578942e-02 -1.979029e-02 -0.0279183947 -2.339613e-02
## PC50 2.572878e-02 1.689996e-02 1.236754e-03 0.0114666167 2.304820e-03
## PC51 -6.125894e-03 3.098761e-02 4.277773e-02 0.0099872061 -9.863341e-03
## PC52 -2.912118e-02 5.827096e-03 -2.644851e-02 -0.0475077590 -1.418139e-02
## PC53 1.707163e-02 4.422823e-02 3.012321e-02 0.0199982447 -1.510616e-03
## PC54 -4.073602e-02 -3.240324e-02 -2.230709e-02 -0.0371438204 -3.579055e-02
## PC55 -1.522647e-02 -3.447968e-02 -5.151608e-02 -0.0386395913 -1.583695e-02
## PC56 -1.184633e-02 -5.047618e-03 -1.248830e-02 -0.0085042072 -2.253020e-02
## PC57 5.518042e-03 2.472475e-02 2.922153e-02 0.0200175699 -5.110706e-03
## PC58 -9.056257e-03 -2.431534e-02 -1.954392e-02 -0.0181468542 -6.139435e-03
## PC59 1.098280e-02 9.389466e-03 -2.202500e-03 0.0082604097 4.100753e-03
## PC60 4.619000e-02 2.896845e-02 1.818376e-02 0.0373500924 4.697216e-02
## PC61 -1.934318e-02 -1.577249e-02 -1.940473e-02 -0.0208948130 2.088005e-03
## PC62 1.331642e-02 -1.342776e-02 2.825239e-03 0.0084603861 9.740876e-03
## PC63 3.478877e-03 -1.448388e-02 -2.191758e-03 0.0199374428 1.470336e-02
## PC64 -2.432778e-02 -1.986593e-02 5.143190e-03 -0.0094924358 -1.672326e-02
## PC65 -1.153301e-02 -2.827019e-03 5.518596e-04 -0.0035404495 -1.914475e-02
## PC66 1.111255e-02 2.239845e-03 -9.841558e-03 0.0021126074 1.991882e-02
## PC67 1.363798e-02 1.972157e-02 3.524670e-02 0.0108056959 -1.629816e-02
## PC68 -7.157482e-03 -2.454199e-03 -1.006739e-02 -0.0063784194 7.994748e-04
## PC69 7.188122e-03 -1.033394e-02 -2.439733e-02 -0.0041283088 1.510327e-02
## PC70 -1.057878e-02 -1.592948e-02 -6.133730e-03 -0.0003405606 -3.284034e-02
## PC71 -1.062620e-03 -7.708359e-03 -1.395190e-02 -0.0204473999 -8.307757e-04
## PC72 2.021105e-02 1.747520e-02 1.571533e-02 0.0230935558 2.885850e-02
## PC73 -1.447204e-02 4.685095e-04 7.958094e-03 -0.0097399782 -1.135228e-02
## PC74 -1.261142e-02 -3.001744e-02 -2.607274e-02 -0.0208659970 -1.238199e-02
## PC75 -3.621108e-02 -2.979000e-02 -2.064447e-02 -0.0281821921 -1.256991e-02
## PC76 1.733030e-03 9.773798e-03 5.380745e-03 0.0010539251 4.443971e-03
## PC77 1.631060e-02 5.580092e-03 2.683700e-03 0.0003347066 4.509628e-03
## PC78 3.543212e-03 7.007791e-03 1.210083e-02 0.0041020332 -8.384257e-03
## PC79 -1.085845e-02 -1.341313e-02 9.751201e-03 -0.0028230435 -3.454610e-03
## PC80 -1.322184e-02 -2.201581e-02 -3.466897e-04 -0.0042336659 -4.939338e-03
## PC81 -1.073616e-02 2.105927e-02 9.640700e-03 -0.0035891964 -2.221236e-02
## PC82 1.479233e-02 1.010332e-02 2.357403e-02 0.0211124986 1.249954e-02
## PC83 1.527704e-02 9.833113e-03 1.124989e-02 0.0163398839 2.318964e-03
## PC84 3.533446e-03 -6.998906e-03 9.741234e-03 0.0070379883 4.174294e-03
## PC85 1.828414e-03 1.797254e-03 -1.220707e-02 -0.0101914011 3.736764e-02
## PC86 -1.657604e-02 -2.765787e-02 -3.869808e-02 -0.0229884376 -4.504935e-05
## PC87 -4.524652e-02 -1.658278e-02 -2.084699e-02 -0.0326617992 -2.787936e-02
## PC88 -1.805761e-02 -3.713496e-02 -5.407058e-02 -0.0447266101 -8.686124e-03
## PC89 -5.758912e-03 -4.922826e-03 -2.163534e-02 0.0046325354 -2.215092e-02
## PC90 -1.119919e-02 -2.493478e-02 4.181245e-05 0.0017057691 -1.224496e-02
## PC91 -1.958247e-03 -2.531373e-02 -1.807395e-02 -0.0028706288 3.822435e-03
## PC92 7.765904e-04 -1.806403e-02 -2.835173e-02 -0.0090158090 1.379632e-03
## PC93 2.658512e-02 1.242468e-03 2.774808e-03 0.0154830221 3.722139e-02
## PC94 -7.041216e-03 -9.684452e-03 -1.530271e-02 -0.0119070854 -4.703269e-03
## PC95 -6.545113e-03 1.201088e-02 -6.843314e-03 -0.0178542494 -5.281461e-03
## PC96 1.913484e-02 2.065007e-02 1.477523e-02 0.0276169612 -2.092551e-03
## PC97 7.054462e-03 3.718076e-03 8.454423e-03 0.0214167151 1.894682e-02
## PC98 -3.997079e-03 1.613901e-02 -1.746344e-03 -0.0019713333 -2.560683e-02
## PC99 -2.836888e-03 -5.935212e-04 -1.936971e-02 -0.0064851501 -6.034246e-03
## PC100 7.739446e-03 1.245828e-02 2.392043e-02 0.0218187347 4.194693e-03
## PC101 2.024751e-02 1.076454e-02 -1.914266e-03 -0.0064382556 1.820151e-02
## PC102 2.551652e-02 3.206203e-02 -2.430437e-04 0.0175585140 2.180690e-02
## PC103 2.311467e-02 1.876190e-02 3.078885e-02 0.0324061454 5.041604e-02
## PC104 1.485590e-02 2.668759e-03 5.572615e-03 0.0052233249 2.281985e-03
## PC105 9.143281e-03 -4.185227e-03 -5.130482e-03 0.0101111930 1.559114e-02
## PC106 1.489282e-02 2.576225e-02 1.770197e-02 0.0299623979 1.775498e-02
## PC107 -1.569009e-02 -3.043845e-02 -2.960471e-02 -0.0222916387 -7.380441e-03
## PC108 -3.264049e-02 -1.740647e-02 -3.445135e-03 -0.0254048117 -3.221519e-02
## PC109 -1.083749e-02 -2.171904e-02 -1.571026e-02 -0.0105402831 9.830833e-03
## PC110 -1.450660e-02 -1.681176e-03 -1.433960e-03 -0.0092266477 -4.553847e-04
## PC111 1.413404e-02 5.939373e-04 4.634822e-03 0.0122037681 9.490215e-03
## PC112 1.109657e-04 -1.427073e-02 -3.116006e-02 -0.0087834133 6.339656e-03
## PC113 -1.677607e-02 -9.860190e-03 1.753367e-02 -0.0087422997 -2.943436e-02
## PC114 3.118593e-02 2.028970e-02 2.606055e-02 0.0236506968 4.535847e-02
## PC115 2.150760e-02 1.441933e-02 2.587588e-02 0.0293115005 3.423108e-02
## PC116 -6.409900e-04 -1.383203e-02 -5.259727e-03 -0.0012306596 -1.139717e-02
## PC117 6.167119e-03 -1.229502e-02 -2.747400e-02 -0.0141868373 -3.522147e-03
## PC118 9.515881e-03 3.284714e-03 1.881038e-03 0.0019717195 2.511275e-02
## PC119 -6.903477e-03 7.118402e-03 -1.021375e-03 -0.0004639245 -7.861461e-03
## PC120 7.549339e-03 -1.651201e-02 -5.390452e-03 0.0041357815 3.467479e-03
## PC121 -4.380310e-03 -1.080412e-02 -1.806538e-03 0.0026820516 8.077398e-03
## PC122 4.107491e-03 8.294005e-03 2.236772e-02 0.0084835282 2.669717e-03
## PC123 2.890476e-03 -3.348306e-03 8.182993e-03 0.0109856329 4.400181e-03
## PC124 1.236083e-02 -1.490218e-02 -3.435852e-02 -0.0071992974 1.931240e-02
## PC125 1.204659e-02 -2.007332e-02 -2.030233e-02 0.0019559664 2.655259e-02
## PC126 -1.027720e-03 -4.761380e-03 -6.720113e-03 -0.0057264372 9.352663e-03
## PC127 1.517537e-02 -2.414058e-03 1.406639e-02 0.0118202443 6.032595e-03
## PC128 7.114145e-03 -1.117129e-02 -4.139280e-03 0.0122565314 1.197755e-02
## PC129 1.239778e-02 1.311077e-02 2.374646e-02 0.0218110784 1.716372e-02
## PC130 6.511003e-03 5.413499e-03 -8.459635e-03 -0.0095048016 -1.338339e-02
## PC131 -6.240094e-03 -1.028968e-02 -1.259095e-02 -0.0042823183 6.734558e-03
## PC132 -3.003726e-02 -1.081725e-02 -9.535889e-03 -0.0208702437 -2.035593e-02
## PC133 5.744367e-03 1.357233e-02 2.495172e-02 0.0035855694 5.394425e-03
## PC134 -3.680547e-02 -3.261050e-02 -2.177143e-02 -0.0405496304 -2.483929e-02
## PC135 -2.976295e-02 -1.748582e-02 -1.098219e-02 -0.0198349762 -3.553479e-02
## PC136 1.433419e-02 8.334525e-03 8.053362e-03 0.0058068273 1.535280e-02
## PC137 2.024995e-02 1.818156e-02 7.773866e-03 0.0252988066 1.939301e-02
## PC138 1.475785e-02 1.219915e-02 1.171088e-02 0.0049454013 6.117288e-03
## PC139 7.849375e-03 7.456066e-03 -1.779068e-03 -0.0061091178 6.179648e-03
## PC140 1.504184e-02 1.266595e-02 1.262646e-02 0.0077144091 1.356240e-02
## PC141 1.116061e-02 5.723137e-03 -6.629632e-03 0.0091865097 2.010623e-02
## PC142 3.594582e-03 -1.828436e-02 -4.492590e-03 0.0110213726 7.689825e-03
## PC143 4.767673e-02 4.130337e-02 3.420927e-02 0.0439975726 2.133452e-02
## PC144 -5.544459e-03 -2.022387e-02 -1.823179e-02 -0.0128836641 -3.263488e-03
## PC145 -3.406986e-04 -1.259560e-02 -2.657244e-02 -0.0108804505 -5.377818e-03
## PC146 -2.324741e-02 -1.963734e-02 -2.161244e-02 -0.0344051651 -9.804522e-03
## PC147 -1.863536e-02 -9.868679e-03 8.224491e-03 0.0013981233 -2.076866e-02
## PC148 1.483264e-02 4.233411e-03 9.341658e-03 0.0091395682 -6.552996e-03
## PC149 -1.149153e-02 3.569419e-03 1.742211e-02 0.0004511824 -1.228483e-02
## PC150 -1.714365e-02 -2.487842e-02 -2.403557e-02 -0.0154672789 -1.292042e-02
## PC151 3.315121e-04 9.322113e-03 1.188948e-02 0.0109968070 1.171590e-02
## PC152 7.280778e-03 -1.201486e-02 -4.793737e-03 0.0076678332 5.717367e-03
## PC153 -1.824406e-02 1.024710e-02 -5.402167e-03 -0.0151286851 -1.656324e-02
## PC154 1.815294e-03 1.615514e-03 3.810665e-03 0.0076245128 -1.115215e-02
## PC155 8.365253e-03 -2.079372e-02 -2.027790e-02 -0.0028505001 1.516573e-02
## PC156 2.351805e-02 3.201798e-02 3.020950e-02 0.0155708116 1.692075e-02
## PC157 4.294906e-03 1.424597e-02 -2.819870e-04 0.0186919135 9.022679e-03
## PC158 -1.508582e-02 -1.499326e-02 -6.055301e-03 -0.0066372740 1.255454e-02
## PC159 3.891338e-03 7.252943e-03 2.097671e-02 0.0072959907 1.434030e-02
## PC160 -2.244751e-02 -2.293018e-02 -3.033109e-02 -0.0268123928 -9.267104e-03
## PC161 -8.946968e-03 -1.729631e-02 -1.755258e-02 -0.0115990417 -1.530367e-02
## PC162 8.975938e-03 8.752794e-03 -7.373411e-03 0.0067336365 6.271837e-03
## PC163 -1.530117e-02 -1.291697e-02 -4.343700e-03 -0.0173187468 7.731113e-03
## PC164 1.336337e-02 1.550447e-02 4.541495e-03 0.0079222127 1.000609e-02
## PC165 3.779336e-03 -2.427063e-03 -6.667706e-03 0.0074174823 1.277175e-02
## PC166 1.396704e-02 3.172490e-03 -4.112801e-03 0.0123492054 1.254695e-02
## PC167 2.151170e-02 2.454948e-02 1.403362e-02 0.0175919447 6.956238e-03
## PC168 -1.258578e-02 -1.398623e-02 -1.193975e-02 -0.0080900668 4.073906e-03
## PC169 9.571733e-03 8.499617e-03 1.056264e-03 -0.0061069147 1.145413e-02
## PC170 -1.726187e-02 -5.924542e-03 -8.743047e-03 -0.0170246009 1.525129e-03
## PC171 6.880850e-03 1.334953e-02 1.982503e-02 0.0048978287 3.951461e-03
## PC172 5.961396e-03 6.204877e-03 -1.895978e-03 0.0091269872 -6.289546e-03
## PC173 1.302253e-02 2.139220e-02 1.314519e-02 0.0042409754 6.100153e-03
## PC174 1.794023e-02 2.625993e-02 1.984525e-02 0.0158264011 1.941315e-02
## PC175 1.250977e-02 1.130048e-02 4.821099e-03 0.0038751139 1.248633e-02
## PC176 4.832073e-02 4.347761e-02 3.464804e-02 0.0542406209 3.328408e-02
## PC177 -2.595336e-02 -3.154394e-02 -2.297083e-02 -0.0284458361 -1.863710e-02
## PC178 -5.016025e-04 -1.170368e-03 4.408419e-03 -0.0011933347 6.627151e-03
## PC179 -5.528644e-03 -6.069989e-03 3.439210e-03 -0.0044643651 1.055629e-02
## PC180 -1.332490e-02 8.614370e-03 4.606741e-03 -0.0019664473 8.354111e-03
## PC181 -3.819130e-03 1.616446e-02 1.849955e-02 -0.0050874920 -1.140537e-02
## PC182 -1.170401e-03 -2.227029e-03 -6.753268e-03 -0.0094075704 -8.959384e-03
## PC183 -2.541014e-02 -9.290054e-03 -9.288076e-03 -0.0176740056 -2.795176e-02
## PC184 2.160212e-03 3.351628e-03 3.038791e-03 -0.0042062934 -8.122432e-03
## PC185 -2.070942e-03 1.247592e-02 1.067223e-02 -0.0081933606 5.256874e-03
## PC186 9.869295e-03 8.160606e-03 7.367129e-04 0.0045976031 3.671501e-02
## PC187 -2.880291e-05 1.989293e-03 3.171024e-03 -0.0039433363 3.352426e-02
## PC188 1.333491e-03 4.226413e-03 -7.620060e-04 0.0065578827 -1.511080e-02
## PC189 1.585671e-02 1.358218e-02 -1.439161e-02 0.0092587546 2.000470e-02
## PC190 2.810186e-03 7.308006e-03 5.335997e-03 -0.0030332388 1.013526e-02
## PC191 -2.566162e-02 -1.741941e-02 -2.031852e-02 -0.0185530273 -1.897263e-02
## PC192 1.730772e-02 2.643509e-02 2.923865e-02 0.0194532946 1.842471e-02
## PC193 1.154571e-02 1.501879e-03 3.486649e-03 0.0115266348 1.472686e-02
## PC194 -2.549322e-03 9.041726e-03 1.571436e-02 -0.0065861845 6.026218e-03
## PC195 8.658924e-03 9.198016e-04 1.891461e-03 -0.0024035858 -5.895665e-04
## PC196 -2.327106e-02 -3.599786e-02 -2.801144e-02 -0.0239463645 -1.925742e-02
## PC197 1.000364e-02 3.294371e-02 3.087288e-02 0.0181723000 -4.808160e-03
## PC198 1.048517e-02 1.137097e-02 5.543842e-03 0.0092108166 6.306013e-03
## PC199 1.011447e-02 1.282398e-02 1.160785e-02 0.0126814508 8.976937e-03
## PC200 8.622516e-03 -6.284594e-04 -1.034887e-02 -0.0071095924 1.380411e-03
## PC201 9.487200e-04 -1.852712e-02 -1.894011e-02 -0.0025829788 1.944005e-03
## PC202 1.454255e-02 9.428675e-03 5.262259e-03 0.0059955371 -4.032667e-03
## PC203 -1.180487e-02 -1.585538e-02 -2.065176e-02 -0.0074392034 -1.327994e-02
## PC204 1.420150e-02 3.723383e-03 2.174378e-03 0.0132092997 -1.325071e-03
## PC205 -2.493974e-02 -3.445749e-02 -4.380042e-02 -0.0365947186 -6.548174e-03
## PC206 -2.832928e-03 -1.559811e-03 -1.088599e-03 -0.0062267762 -2.504458e-04
## PC207 -4.422823e-03 -7.979174e-03 2.427545e-03 -0.0068503975 -1.740652e-02
## PC208 2.350767e-02 1.632748e-02 1.832349e-02 0.0062666171 2.036384e-02
## PC209 8.944253e-04 1.190118e-02 1.703587e-02 0.0135719777 4.693107e-03
## PC210 1.699210e-02 1.187516e-02 9.070366e-04 0.0106998604 -3.808064e-03
## PC211 6.080367e-03 1.301370e-02 2.597717e-02 0.0178716353 6.237603e-03
## PC212 3.097293e-02 9.034344e-03 7.320008e-03 0.0212896651 6.062552e-03
## PC213 1.346442e-02 1.765535e-02 1.054365e-02 0.0110277727 6.818417e-03
## PC214 -1.541203e-02 -1.783252e-02 -8.621155e-03 -0.0186689168 -4.854352e-03
## PC215 -1.192081e-02 -1.010671e-02 -1.032206e-02 -0.0067334913 -2.355807e-02
## PC216 -1.209111e-02 -3.317652e-03 -6.561994e-03 -0.0007781836 -6.739225e-03
## PC217 1.590840e-02 5.950783e-03 -1.232559e-02 0.0028697257 -4.006341e-03
## PC218 -1.001813e-02 -1.434263e-03 -5.133199e-03 -0.0004826101 -7.326990e-03
## PC219 -3.055582e-03 -1.347112e-02 -9.731280e-03 -0.0056413298 -8.103111e-03
## PC220 2.026794e-02 1.929178e-02 2.341095e-02 0.0234942788 5.615953e-03
## PC221 1.274923e-02 3.154323e-03 -1.424839e-02 0.0114444424 1.147608e-02
## PC222 -1.446213e-02 -1.375012e-02 -9.322729e-03 -0.0146739540 -9.681592e-03
## PC223 -1.242637e-02 -7.446720e-03 -1.165446e-03 -0.0106882904 -5.938412e-03
## PC224 5.721280e-03 -4.910698e-04 1.690221e-02 0.0125650506 -1.859945e-03
## PC225 -8.332859e-03 -1.565511e-02 -9.193425e-03 -0.0100771930 -9.469631e-03
## PC226 5.439273e-04 1.828524e-03 1.147044e-02 -0.0052275789 3.074992e-03
## PC227 -6.547293e-03 6.719699e-03 1.493339e-02 0.0030823322 1.484226e-02
## PC228 -1.770562e-02 -1.794115e-02 -1.104758e-02 -0.0163504657 -1.645593e-02
## PC229 7.548796e-03 3.373574e-03 1.362088e-02 0.0145092807 8.206753e-03
## PC230 -1.576054e-02 -1.187039e-02 -2.134683e-02 -0.0211812532 5.300725e-03
## PC231 2.087162e-02 2.766536e-02 1.922582e-02 0.0175147706 1.094339e-02
## PC232 1.133228e-02 -3.824902e-03 -5.182837e-03 0.0039750751 -8.928836e-03
## PC233 7.465569e-03 1.024365e-02 6.956051e-03 0.0079477484 2.401904e-02
## PC234 -2.839951e-02 -1.613636e-02 1.004332e-02 -0.0137976391 -1.326217e-02
## PC235 -5.099497e-03 -6.558984e-03 -1.496975e-02 -0.0032740475 4.458539e-03
## PC236 1.883084e-02 9.717461e-03 8.517197e-04 0.0155450106 2.122890e-02
## PC237 -2.315919e-03 -4.321986e-03 1.014313e-02 -0.0056401456 -2.398642e-03
## PC238 7.626779e-03 7.644752e-03 2.916008e-03 -0.0025184713 -1.208763e-02
## PC239 -7.764571e-03 -1.203234e-02 -2.056372e-02 -0.0159202784 -1.661048e-02
## PC240 1.091788e-02 4.421950e-07 6.218567e-03 0.0140729126 1.855407e-02
## PC241 -2.929192e-03 -7.775831e-03 -7.124087e-03 -0.0123632281 -9.064080e-03
## PC242 -1.359207e-03 5.448395e-03 6.317385e-03 -0.0076602538 1.788137e-03
## PC243 -1.844555e-02 -2.422947e-02 -1.783122e-02 -0.0308025124 -1.968444e-02
## PC244 -1.691940e-02 -8.917578e-03 -1.530457e-02 -0.0167131280 -1.398397e-03
## PC245 -2.805134e-03 -1.471715e-02 -6.484711e-03 -0.0043938843 8.859871e-03
## PC246 5.416101e-03 4.785962e-03 3.336299e-03 0.0168210936 2.002418e-02
## PC247 -4.743361e-04 9.086686e-03 -6.507597e-03 -0.0028415486 -4.585056e-03
## PC248 1.993373e-03 1.682241e-02 1.951473e-02 0.0109496306 1.020255e-03
## PC249 -2.694127e-03 -1.176336e-02 8.225895e-03 -0.0061255085 5.105876e-03
## PC250 1.102066e-02 9.564290e-03 -2.142771e-03 0.0074641802 8.522669e-03
## PC251 -1.091061e-02 -2.151145e-02 -1.519269e-02 -0.0135774695 -8.124463e-03
## PC252 -9.772325e-03 -6.275623e-04 -1.980302e-02 -0.0141787859 -1.413559e-02
## PC253 1.143828e-02 6.053143e-03 1.442637e-02 0.0197840627 4.385545e-03
## PC254 2.320639e-03 8.368127e-03 3.815141e-03 0.0042536295 5.729558e-03
## PC255 8.815184e-03 6.010593e-03 9.941177e-05 0.0050863255 1.006354e-02
## PC256 -8.471946e-03 -1.431140e-02 -1.572077e-02 -0.0140999484 -1.663921e-02
## PC257 -1.226575e-02 -4.055806e-03 -4.328835e-03 -0.0089447185 -7.350913e-04
## PC258 -1.273324e-02 -8.568887e-03 -1.849111e-02 -0.0104422691 -4.479706e-03
## PC259 2.807354e-03 -1.822234e-03 -4.261220e-03 0.0022262120 -1.423049e-02
## PC260 1.400297e-02 6.295417e-03 -5.362981e-03 -0.0001956512 8.333534e-03
## PC261 -4.827523e-03 -1.932576e-02 -2.520060e-02 -0.0123471366 4.148280e-03
## PC262 1.251164e-02 1.597102e-02 1.618451e-02 0.0149265222 7.733539e-03
## PC263 -2.118279e-03 7.454646e-03 5.111464e-03 0.0060844595 1.029742e-02
## PC264 -1.377449e-03 -1.297108e-02 -1.590516e-02 -0.0093464796 -3.315144e-03
## PC265 5.812766e-03 5.909581e-03 -5.466997e-03 0.0014399412 1.890691e-02
## PC266 -7.120249e-03 -1.998773e-02 -9.821814e-03 -0.0038920554 -7.029808e-04
## PC267 1.494650e-03 1.967365e-03 -2.153812e-03 0.0108124380 -1.883117e-04
## PC268 -1.048774e-02 1.166538e-02 3.613098e-03 -0.0135177182 -9.416609e-03
## PC269 -9.946049e-04 -8.008146e-03 -6.669668e-03 -0.0052277233 4.424759e-03
## PC270 -1.737623e-02 -9.040235e-03 -1.233382e-02 -0.0176895952 2.041224e-05
## PC271 3.491141e-04 -1.576875e-02 -6.897616e-03 -0.0056631478 -5.259345e-03
## PC272 -7.165746e-03 4.628778e-03 -7.605522e-03 -0.0038407243 2.412301e-03
## PC273 8.911803e-03 -6.394534e-04 -3.747156e-03 0.0088916805 1.429009e-02
## PC274 2.235103e-03 1.230114e-02 5.810004e-03 0.0103837814 4.378146e-03
## PC275 9.836062e-03 1.400393e-02 1.748551e-02 0.0132745483 1.170746e-02
## PC276 8.964762e-04 -1.867787e-03 1.335030e-02 0.0075534104 1.871423e-02
## PC277 5.644647e-03 7.907589e-03 4.910706e-03 -0.0014766280 1.753894e-02
## PC278 -1.193167e-02 -1.173797e-02 -1.402453e-02 -0.0140079308 -2.089572e-02
## PC279 -1.010878e-02 -1.874787e-02 -1.298279e-02 -0.0192168653 -1.426312e-02
## PC280 -1.216493e-03 -7.622244e-03 -6.427210e-03 -0.0076415416 9.286272e-03
## PC281 -1.167081e-02 -1.420839e-02 -2.495264e-02 -0.0129333471 7.239823e-03
## PC282 4.478958e-03 -1.120767e-02 -1.156987e-02 0.0019110319 1.055918e-02
## PC283 -2.544403e-02 -5.066833e-03 -1.473048e-02 -0.0263190762 -2.005068e-03
## PC284 1.056718e-02 7.042768e-05 7.766615e-03 0.0033158836 2.110233e-03
## PC285 -1.208381e-02 -7.416853e-03 -2.580235e-03 -0.0124783716 -1.068377e-02
## PC286 1.627496e-03 -4.565228e-04 -5.238010e-03 -0.0001420832 -1.449388e-03
## PC287 -1.904301e-02 -3.496015e-03 -1.533217e-02 -0.0169943658 -1.943150e-02
## PC288 -1.570284e-02 -7.231463e-03 -3.846675e-03 -0.0112228458 -1.783087e-02
## PC289 1.642480e-03 3.325245e-03 4.360922e-03 0.0003431256 -7.957861e-03
## PC290 -1.267774e-02 -2.109450e-03 -2.847243e-03 -0.0100715646 -4.797392e-03
## PC291 3.846672e-03 -6.716579e-03 1.792899e-02 0.0015852993 -9.087450e-05
## PC292 -1.562472e-02 -9.988586e-03 -2.292669e-02 -0.0266619236 8.451483e-03
## PC293 -6.706110e-04 7.881242e-03 1.314091e-02 0.0096112725 6.201373e-03
## PC294 1.172902e-03 2.814462e-03 -5.036147e-03 0.0005382359 -8.357574e-03
## PC295 6.665843e-03 6.257205e-03 -9.767423e-03 -0.0019387239 2.923752e-03
## PC296 2.913773e-02 1.352216e-02 2.621275e-02 0.0267787423 9.494824e-03
## PC297 8.015444e-03 2.728376e-02 3.098041e-02 0.0189320499 1.263975e-02
## PC298 -2.144308e-02 -1.213370e-02 -2.110412e-02 -0.0283483619 -1.550556e-02
## PC299 -2.178747e-03 6.475425e-03 3.223489e-03 -0.0039619080 -7.440014e-03
## PC300 -7.027898e-03 -2.110586e-02 -1.661659e-02 -0.0016028843 2.372016e-04
## PC301 1.133290e-02 1.142706e-02 9.679837e-03 0.0021060976 -1.463074e-02
## PC302 -1.046131e-02 -1.250147e-02 -1.958641e-02 -0.0125779159 -1.886084e-02
## PC303 -2.093997e-02 -6.020967e-03 -1.008036e-02 -0.0115274898 -1.067142e-02
## PC304 -1.259957e-02 -4.832489e-03 -1.513256e-02 -0.0212560941 -1.537608e-02
## PC305 -8.147048e-03 1.049927e-03 -2.307130e-03 -0.0032829861 -1.727108e-02
## PC306 2.964002e-03 -1.973926e-03 -4.009493e-04 0.0052793496 5.869044e-03
## PC307 -8.773436e-03 -1.044456e-02 -5.927513e-03 -0.0066112350 5.338552e-03
## PC308 2.313752e-02 2.212076e-02 1.974270e-02 0.0247660784 1.615019e-02
## PC309 -1.514966e-03 -4.122509e-03 5.750369e-03 0.0072633258 -4.083729e-03
## PC310 -2.162567e-02 -1.160403e-02 -3.634461e-03 -0.0162340772 -2.691233e-02
## PC311 -3.781795e-03 -1.588135e-02 -1.747099e-02 -0.0033818438 4.200857e-03
## PC312 1.328387e-02 -1.059058e-03 -2.209416e-04 0.0093991153 1.960959e-02
## PC313 -5.633230e-03 -5.628589e-04 -8.312720e-03 0.0004561470 -1.118460e-02
## PC314 -1.650663e-02 -8.964772e-03 -1.008322e-02 -0.0057776219 1.068168e-02
## PC315 -8.088033e-03 6.769099e-03 -3.633888e-03 -0.0110832586 -2.073621e-02
## PC316 -1.867117e-02 -2.135495e-02 -1.526637e-02 -0.0242533726 -2.133365e-02
## PC317 3.066005e-03 -1.927260e-03 3.084543e-03 0.0086072172 -8.064478e-04
## PC318 -2.037007e-03 -1.276473e-02 -1.475280e-02 -0.0084487515 -1.179746e-03
## PC319 3.733966e-02 1.049460e-02 1.016462e-02 0.0163861967 2.906224e-02
## PC320 -6.950890e-03 -1.640320e-02 -1.525232e-02 -0.0139111881 6.690256e-03
## PC321 -1.748013e-02 -1.647610e-02 -3.125250e-02 -0.0223473566 -1.242115e-02
## PC322 1.331247e-02 9.626195e-03 1.666691e-02 0.0167865880 5.449480e-03
## PC323 3.800154e-02 2.617206e-02 2.692538e-02 0.0440488563 3.734947e-02
## PC324 6.788986e-03 5.029295e-03 -4.479824e-03 0.0109263333 8.201992e-04
## PC325 -1.781131e-02 -1.626781e-02 -1.641161e-02 -0.0174487211 -9.965849e-03
## PC326 -4.204002e-03 4.408567e-03 -6.169552e-04 -0.0023672380 -7.421072e-04
## PC327 1.418205e-02 1.102694e-02 1.957786e-02 0.0154843782 1.873208e-02
## PC328 -7.625184e-03 -1.887705e-02 -2.388841e-02 -0.0177742639 -1.358293e-03
## PC329 3.326401e-03 1.044268e-02 1.056180e-02 0.0019835939 4.173320e-03
## PC330 7.044798e-03 3.890989e-03 1.257103e-03 -0.0024898374 -8.101866e-03
## PC331 -1.648952e-03 1.122805e-03 -4.981760e-03 0.0007438135 -5.341195e-03
## PC332 2.844253e-02 2.765427e-02 2.596085e-02 0.0233952989 1.544036e-02
## PC333 2.033373e-03 -5.640850e-03 -3.927311e-03 -0.0055632463 -1.588893e-04
## PC334 -1.152182e-02 -4.929259e-03 4.373590e-03 -0.0035052432 -1.185264e-02
## PC335 1.622133e-02 1.705249e-02 -2.076981e-03 0.0159229052 1.683022e-02
## PC336 2.226174e-02 5.522298e-03 1.199045e-02 0.0152352812 2.760690e-02
## PC337 -1.275147e-03 1.489824e-03 -5.049068e-03 -0.0037764881 6.720591e-03
## PC338 8.234442e-03 5.490802e-03 1.156780e-02 0.0023828248 -9.297179e-03
## PC339 -4.646492e-03 7.608061e-03 5.172469e-03 0.0041949254 -6.031926e-03
## PC340 -1.258479e-02 -2.732055e-02 -1.720496e-02 -0.0116928703 -3.312807e-03
## PC341 1.508885e-02 1.856758e-03 -1.370739e-03 0.0097546384 7.237617e-03
## PC342 1.064998e-02 8.259321e-03 6.636301e-03 0.0116870366 6.263041e-04
## PC343 -1.007237e-02 -7.126867e-03 -5.301243e-03 -0.0043825350 -7.149415e-03
## PC344 7.964224e-03 8.760494e-03 1.901281e-02 0.0124552076 2.995303e-03
## PC345 -3.025893e-03 -1.009980e-02 -1.261662e-02 -0.0109098397 2.405140e-03
## PC346 -1.061390e-02 -4.423250e-03 4.362869e-03 -0.0151757387 2.900719e-03
## PC347 1.183079e-02 1.075121e-02 9.519151e-03 0.0082619446 1.384034e-02
## PC348 -1.062189e-02 -1.671049e-02 -1.365957e-02 -0.0156449422 -7.443167e-03
## PC349 -3.992735e-03 -2.476796e-03 -1.411898e-02 -0.0057969299 -6.086291e-03
## PC350 7.657253e-05 -1.085863e-02 -2.632977e-02 -0.0042999623 -1.220584e-03
## PC351 4.255750e-03 1.283910e-02 9.519466e-03 0.0111839941 -9.062439e-04
## PC352 2.085060e-04 1.074109e-02 3.519267e-03 0.0044001164 -6.754288e-03
## PC353 -1.236651e-02 2.680230e-03 3.428636e-03 -0.0081687240 -1.671252e-02
## PC354 7.231052e-03 1.746320e-02 1.918248e-02 0.0064861882 -2.211989e-03
## PC355 2.532563e-02 8.558836e-03 1.701438e-02 0.0232180811 3.459311e-02
## PC356 1.603646e-02 1.625167e-02 1.548323e-02 0.0202925607 1.134586e-02
## PC357 -8.722528e-03 -1.417683e-02 -3.419702e-03 -0.0103782686 -9.727714e-03
## CLOU COOK COPA DURA ELRE
## PC1 5.866561e-01 6.258880e-01 0.6244589795 6.112780e-01 0.6308381361
## PC2 5.672836e-01 5.383333e-01 0.5264412660 5.518078e-01 0.5317202672
## PC3 1.383319e-02 2.828278e-02 0.0352182197 -7.640844e-02 -0.1361171303
## PC4 -1.191186e-01 -9.848656e-02 0.0503697969 -6.745042e-02 0.1032553797
## PC5 2.102267e-01 2.369455e-01 0.2399446567 1.894690e-01 0.1789945443
## PC6 -6.854147e-02 7.255509e-02 0.1360993455 -1.001834e-01 0.0399864700
## PC7 1.556078e-01 1.462772e-01 0.2095686967 1.712002e-01 0.1776893984
## PC8 1.273980e-03 -3.215381e-02 -0.0602517331 -1.734881e-02 -0.0587847838
## PC9 -2.118312e-02 5.678079e-02 0.0319909181 -3.270724e-02 -0.0204828788
## PC10 1.078235e-01 7.117545e-02 0.0950120272 1.160108e-01 0.1382139910
## PC11 -2.954173e-02 2.725824e-02 0.0133241591 -7.283105e-03 0.0626265399
## PC12 1.089000e-01 7.650124e-02 0.0597858574 7.593420e-02 0.0366945640
## PC13 8.271147e-02 3.973854e-02 -0.0087107266 7.367918e-02 -0.0288106967
## PC14 -3.141245e-02 -4.686259e-02 0.0356639520 -3.403424e-02 0.0017357439
## PC15 -3.292955e-03 -1.964635e-02 -0.0367868245 5.570657e-03 0.0115800470
## PC16 7.355672e-02 5.102669e-02 0.0300730782 4.646970e-02 0.0386399279
## PC17 2.109620e-02 -7.932455e-03 -0.0194902934 1.137420e-02 -0.0441995221
## PC18 1.479509e-02 -9.533256e-04 -0.0127095558 2.335124e-02 0.0106206126
## PC19 3.186269e-02 8.596734e-03 -0.0438614685 1.972695e-02 -0.0031336626
## PC20 1.118164e-02 -1.800002e-02 -0.0175699380 2.687741e-02 0.0080153041
## PC21 -1.849230e-03 -1.740332e-03 -0.0201637333 4.447552e-03 -0.0168458880
## PC22 -2.983773e-03 -5.304673e-03 0.0271892842 3.246184e-02 0.0626791584
## PC23 -1.644613e-02 -3.125745e-02 -0.0190925013 -1.416313e-02 -0.0126508663
## PC24 -4.850786e-02 -4.921199e-02 -0.0298846034 -3.361859e-02 -0.0051621587
## PC25 -4.890596e-02 -1.576348e-02 0.0072066966 -3.532160e-02 0.0282823542
## PC26 -1.153838e-03 1.039689e-02 0.0058185397 -1.233842e-02 -0.0154166610
## PC27 -2.653826e-05 2.689801e-02 0.0078776237 3.901945e-03 0.0312698109
## PC28 5.779514e-02 8.039260e-02 0.0460952063 5.159726e-02 0.0205582312
## PC29 3.596829e-02 5.789567e-02 0.0822875942 4.236956e-02 0.0305253151
## PC30 1.535017e-02 -6.005458e-04 -0.0123988592 2.881730e-02 0.0194243907
## PC31 -2.020715e-02 2.297938e-02 0.0226921822 -8.452733e-03 0.0037677622
## PC32 -2.073422e-02 3.987649e-03 0.0159719502 -2.521780e-02 0.0050032422
## PC33 6.365727e-02 4.033900e-02 -0.0141231588 3.442487e-02 -0.0126125866
## PC34 4.931042e-02 5.104569e-03 -0.0033018752 3.594345e-02 0.0008829406
## PC35 -9.038443e-03 -7.440458e-03 -0.0031141926 -1.895227e-02 -0.0200135933
## PC36 1.224250e-02 1.322742e-03 0.0173147447 5.996421e-03 0.0138081277
## PC37 4.071607e-03 2.253798e-02 0.0418334168 9.692914e-03 0.0106358836
## PC38 1.950414e-02 6.094513e-02 0.0508775565 6.711182e-03 0.0218980411
## PC39 -2.634954e-02 -6.025764e-03 0.0279899943 -9.220566e-03 0.0483607663
## PC40 -3.504071e-02 -1.579190e-02 0.0028775932 -1.780720e-02 0.0007674233
## PC41 4.609219e-02 5.088958e-02 0.0026978870 3.902079e-02 0.0004318610
## PC42 4.481632e-02 1.901641e-02 -0.0118577200 3.553580e-02 -0.0007557982
## PC43 -2.311156e-03 -2.570302e-02 -0.0334195697 6.380318e-04 -0.0223576307
## PC44 -6.194482e-02 -5.135100e-02 -0.0459597407 -7.271588e-02 -0.0802604525
## PC45 4.569556e-02 3.576113e-02 0.0299826270 5.117547e-02 0.0359291041
## PC46 -3.180828e-02 -1.154676e-02 0.0320829218 -3.268942e-02 -0.0087713162
## PC47 -6.106125e-03 -2.630506e-02 -0.0044380375 8.656633e-03 0.0244173279
## PC48 -4.491134e-02 -1.737432e-02 -0.0061136750 -3.417914e-02 -0.0076759189
## PC49 -2.043470e-02 -4.202068e-02 -0.0387785474 -2.223503e-02 -0.0284045707
## PC50 1.163392e-03 4.354996e-02 0.0468028697 -9.713157e-03 0.0133473086
## PC51 5.067709e-03 -3.325827e-03 -0.0038409807 -2.667048e-03 0.0132854685
## PC52 -4.235439e-03 -1.004168e-02 -0.0100920765 -2.545249e-02 -0.0427036617
## PC53 -3.110634e-03 -6.833860e-03 0.0087128988 2.635239e-03 0.0242640016
## PC54 -2.713267e-02 -2.709221e-02 -0.0375975156 -4.127629e-02 -0.0341211035
## PC55 -2.426065e-02 -7.872675e-03 0.0126065025 -3.051024e-02 -0.0329074593
## PC56 -2.688307e-02 -1.837251e-02 -0.0110066444 -2.950069e-02 -0.0078830580
## PC57 -5.070746e-03 -3.515733e-03 0.0047930493 9.584679e-03 0.0202059424
## PC58 -1.360272e-02 -4.143381e-03 -0.0030989833 -2.304550e-02 -0.0213762541
## PC59 2.456407e-04 -9.102562e-03 0.0210228663 2.101678e-02 0.0038515469
## PC60 4.552404e-02 6.071439e-02 0.0565149294 3.523431e-02 0.0343167006
## PC61 2.414992e-04 1.451241e-02 0.0045513953 -2.118944e-02 -0.0153493274
## PC62 -1.107567e-02 5.443779e-03 0.0066710429 2.473689e-04 0.0128121869
## PC63 7.911168e-03 1.859896e-02 -0.0060170640 2.525801e-02 0.0132380483
## PC64 -2.066918e-02 -2.161514e-02 -0.0328702948 -1.158498e-02 -0.0120399640
## PC65 -1.844778e-02 -1.858589e-02 -0.0081744017 -1.300901e-02 -0.0006422415
## PC66 1.289440e-02 1.175667e-02 0.0111367346 2.450501e-05 -0.0009867165
## PC67 -2.404092e-02 4.067414e-03 0.0168839489 -2.836213e-02 0.0188993495
## PC68 3.178619e-03 -5.881536e-04 0.0107349957 -6.234842e-03 -0.0012253096
## PC69 3.029485e-03 2.221239e-02 0.0033196072 2.285147e-03 -0.0063408744
## PC70 -3.445430e-02 -3.305123e-02 -0.0199099668 -2.585013e-02 -0.0017518598
## PC71 -2.837220e-03 1.826715e-02 0.0142403037 -4.264375e-03 -0.0140907981
## PC72 2.075164e-02 3.323043e-02 0.0251979583 1.772057e-02 0.0172537774
## PC73 -3.388907e-04 -1.254674e-02 -0.0014873718 -3.025328e-03 -0.0096994407
## PC74 -1.202715e-02 -1.416666e-02 -0.0029379361 -6.993929e-03 -0.0242046486
## PC75 -1.320511e-02 -1.896181e-03 -0.0189046144 -2.598202e-02 -0.0261610359
## PC76 1.204573e-03 -1.235679e-03 0.0083600522 -4.144712e-03 0.0081645659
## PC77 9.635948e-03 3.213113e-02 0.0197502812 1.257961e-02 -0.0052985816
## PC78 -1.069552e-02 -1.596239e-02 0.0021601364 -7.451071e-03 0.0133725659
## PC79 1.242912e-04 2.946360e-03 -0.0178466736 9.526584e-03 -0.0064854715
## PC80 -7.467380e-03 -1.356760e-02 -0.0246564981 -3.861923e-03 -0.0100889459
## PC81 -2.087167e-02 -3.294440e-03 0.0173358825 -2.345156e-02 0.0051391713
## PC82 1.952636e-02 1.713230e-02 0.0070676091 1.425002e-02 0.0165323849
## PC83 2.369938e-03 3.687621e-03 0.0117787399 4.732778e-03 0.0189868282
## PC84 7.715863e-03 1.226836e-02 -0.0007291010 -1.864520e-03 0.0117057594
## PC85 2.690222e-02 3.361713e-02 0.0194361603 2.687728e-02 -0.0056496582
## PC86 -5.714580e-03 -2.747689e-03 -0.0158407207 -1.801920e-02 -0.0251428322
## PC87 -2.900722e-02 -3.310000e-02 -0.0280509021 -2.561955e-02 -0.0316759786
## PC88 -3.830683e-03 8.792434e-03 -0.0004288659 -4.790353e-03 -0.0382468045
## PC89 -2.393361e-02 -3.117284e-02 -0.0143490569 -7.122657e-03 -0.0024153200
## PC90 -6.886551e-03 -1.515755e-02 -0.0264520133 -2.952036e-03 -0.0079331639
## PC91 2.994757e-03 -1.268614e-03 -0.0236445757 -4.770037e-03 -0.0130931664
## PC92 -2.962455e-03 1.530024e-02 0.0082183330 -5.401186e-03 -0.0092939214
## PC93 2.471790e-02 3.441302e-02 0.0183402708 1.286678e-02 0.0101961322
## PC94 -7.547367e-03 -5.590759e-04 -0.0010775602 -7.718334e-03 -0.0165220921
## PC95 1.026524e-03 -2.193450e-03 0.0120146176 -3.304547e-03 -0.0084447938
## PC96 1.255502e-03 -2.644143e-03 0.0133904613 1.856492e-02 0.0245728549
## PC97 2.117931e-02 9.156142e-03 -0.0041224834 1.715540e-02 0.0113637581
## PC98 -2.516175e-02 -1.945925e-02 0.0094862456 -2.385656e-02 0.0060241121
## PC99 -7.671568e-03 -8.817703e-03 0.0143916094 -3.070195e-03 -0.0075071582
## PC100 6.193297e-03 5.786566e-04 -0.0164925553 9.544215e-03 0.0221786665
## PC101 2.348890e-02 2.170459e-02 0.0266218010 2.197404e-02 -0.0042008088
## PC102 1.751198e-02 1.779475e-02 0.0278149015 1.408913e-02 0.0202470667
## PC103 4.562156e-02 3.972648e-02 0.0182642598 4.444464e-02 0.0276616883
## PC104 9.698504e-04 1.732134e-02 0.0112145376 7.135433e-03 0.0060340675
## PC105 1.483650e-02 1.021728e-02 0.0135588742 1.697018e-02 -0.0017164837
## PC106 3.107196e-02 6.782366e-04 0.0099101427 3.026922e-02 0.0337608282
## PC107 -1.102760e-02 -1.225191e-02 -0.0210559602 -4.045237e-03 -0.0247097780
## PC108 -3.075956e-02 -3.191732e-02 -0.0216449909 -3.685213e-02 -0.0178138695
## PC109 1.331844e-02 -2.445564e-04 -0.0146763600 2.837049e-04 -0.0187746734
## PC110 1.007865e-02 -7.417128e-03 -0.0171814926 3.244232e-03 -0.0087117975
## PC111 1.638707e-02 1.877133e-03 0.0035828701 1.308662e-02 0.0083686817
## PC112 6.574631e-03 8.938014e-03 -0.0095318730 6.900108e-03 -0.0185831689
## PC113 -1.884382e-02 -3.367337e-02 -0.0119380556 -1.447501e-02 -0.0024785979
## PC114 3.747295e-02 4.241074e-02 0.0255703096 2.326404e-02 0.0258502342
## PC115 3.555457e-02 3.311218e-02 0.0143775170 2.805636e-02 0.0254519052
## PC116 -4.483637e-03 -6.926921e-03 -0.0105926801 -9.995920e-03 -0.0056113774
## PC117 3.534786e-03 1.258338e-02 0.0114722929 -4.263609e-03 -0.0132889508
## PC118 2.828875e-02 2.534493e-02 0.0084123955 1.761392e-02 -0.0003269160
## PC119 -7.555623e-03 -2.032195e-02 -0.0226057701 -1.342882e-02 -0.0024331761
## PC120 1.301895e-03 1.202463e-02 -0.0036496184 7.901013e-03 0.0051856104
## PC121 3.862317e-03 -3.057716e-03 -0.0106470319 7.021384e-03 -0.0032176165
## PC122 -4.105898e-03 -3.856951e-04 0.0027225185 1.323965e-03 0.0028354366
## PC123 9.892749e-03 6.244880e-03 0.0139621224 1.856855e-02 0.0093542659
## PC124 1.666989e-02 1.760138e-02 0.0085356119 1.432576e-02 -0.0106887265
## PC125 2.563929e-02 2.537423e-02 0.0025581743 1.384902e-02 -0.0023940251
## PC126 -3.387215e-04 1.405700e-02 -0.0017277013 -2.834839e-03 -0.0118167691
## PC127 8.175817e-03 8.543151e-03 -0.0105075301 2.009681e-02 0.0009731708
## PC128 4.475595e-03 -7.864212e-03 0.0001851907 1.774295e-02 0.0005523572
## PC129 1.331372e-02 1.761803e-02 0.0202215954 1.047517e-02 0.0164782980
## PC130 -1.560460e-02 7.787213e-03 0.0221599022 -1.488998e-02 -0.0072970344
## PC131 2.145116e-03 -7.619404e-03 -0.0070328028 -1.731846e-04 -0.0145900138
## PC132 -2.213539e-02 -1.303138e-02 -0.0243042739 -1.497815e-02 -0.0210779580
## PC133 4.396986e-03 7.229452e-03 0.0092068748 -1.870020e-03 0.0059950562
## PC134 -2.955377e-02 -2.344634e-02 -0.0356274813 -3.000690e-02 -0.0380861890
## PC135 -3.508864e-02 -4.139882e-02 -0.0407362115 -2.420311e-02 -0.0228176382
## PC136 1.994083e-02 1.934724e-02 0.0181122098 1.027912e-02 0.0033447039
## PC137 1.834230e-02 2.464477e-02 0.0153006241 3.157768e-02 0.0253164351
## PC138 3.168235e-03 1.015027e-02 0.0129561440 3.147027e-03 0.0098738201
## PC139 1.598048e-03 -7.495197e-03 0.0065872712 -6.347590e-03 0.0026357011
## PC140 2.654342e-02 1.478329e-02 0.0105413773 2.311185e-02 0.0084405605
## PC141 1.001622e-02 3.123998e-02 0.0221419135 7.267697e-03 0.0111706030
## PC142 9.712050e-03 5.497611e-03 -0.0047224822 5.967220e-03 0.0090692278
## PC143 2.642232e-02 3.234350e-02 0.0312583964 3.032487e-02 0.0491431584
## PC144 -7.353500e-04 -1.109671e-02 -0.0086949020 -9.374694e-04 -0.0184264703
## PC145 4.004516e-04 -1.515151e-02 -0.0105408239 -1.324223e-02 -0.0119634398
## PC146 -1.639471e-02 -1.858984e-02 -0.0145799145 -9.149661e-03 -0.0283740244
## PC147 -1.504697e-02 -2.297666e-02 -0.0219902604 -1.177743e-03 -0.0025573925
## PC148 2.530621e-03 1.267869e-02 0.0211393867 -2.394118e-03 0.0021342843
## PC149 -5.768353e-03 -4.670905e-03 -0.0059212130 -1.005623e-02 0.0025966639
## PC150 -1.875915e-02 -1.789022e-02 -0.0134106143 -1.487457e-02 -0.0270657973
## PC151 1.318501e-02 5.080138e-03 -0.0039332809 1.554323e-02 0.0065091640
## PC152 6.545500e-03 -6.466675e-04 0.0019372543 -3.862760e-04 -0.0023938969
## PC153 -9.646247e-03 -1.202729e-02 0.0003882048 -1.784385e-02 -0.0072384321
## PC154 -6.112756e-03 -1.379448e-02 0.0051729153 -2.396222e-03 0.0074316525
## PC155 8.800447e-03 1.235111e-02 -0.0028775989 9.873370e-03 -0.0128631023
## PC156 1.191413e-02 1.913908e-02 0.0217053067 -5.228005e-03 0.0215851810
## PC157 5.835717e-03 7.987838e-04 -0.0046865762 1.515984e-02 0.0132293385
## PC158 2.005811e-02 -8.175885e-03 -0.0124988061 1.141296e-02 -0.0108746261
## PC159 1.831748e-02 1.331475e-02 0.0001202751 1.242294e-02 0.0082611666
## PC160 -8.068798e-03 -1.351776e-02 -0.0247054072 -1.756991e-02 -0.0215871436
## PC161 -3.756675e-03 -1.059060e-02 0.0010524352 6.570226e-04 -0.0109272709
## PC162 1.769473e-02 -2.208835e-03 0.0034711278 1.308430e-02 0.0022885021
## PC163 3.259950e-03 -1.597531e-03 -0.0121179130 -8.202029e-03 -0.0186678263
## PC164 1.310781e-02 8.235385e-03 0.0055621921 1.114940e-02 0.0147635993
## PC165 1.431981e-02 1.006066e-02 0.0054656339 1.640393e-02 0.0026880761
## PC166 2.320274e-03 5.398083e-03 0.0199366258 9.444962e-03 0.0113033700
## PC167 1.158400e-02 1.591752e-02 0.0249239630 8.715798e-03 0.0243767372
## PC168 -3.743242e-03 -1.425566e-02 -0.0240296518 -5.003134e-03 -0.0169036807
## PC169 1.261434e-02 1.267322e-02 0.0104714602 5.083773e-03 0.0043619383
## PC170 2.106173e-03 -1.112489e-02 -0.0176575514 -4.025180e-03 -0.0161335065
## PC171 4.756392e-03 1.374059e-02 0.0073844252 9.023527e-03 0.0137655228
## PC172 -8.508612e-03 -9.086385e-03 0.0113047198 -3.036631e-03 0.0069395994
## PC173 9.178706e-04 1.332100e-02 0.0067042189 -4.233474e-03 0.0096334210
## PC174 2.567647e-02 2.904354e-02 0.0217961416 2.910564e-02 0.0249849145
## PC175 5.229314e-03 2.273491e-02 0.0207007999 -1.705194e-04 0.0069916858
## PC176 3.255858e-02 3.812406e-02 0.0459051414 4.192361e-02 0.0440232689
## PC177 -6.670675e-03 -1.433062e-02 -0.0332571899 -8.529651e-03 -0.0279492759
## PC178 7.499389e-03 1.006739e-03 0.0065216349 1.166101e-02 0.0038273108
## PC179 1.230487e-02 -3.371218e-03 -0.0053222478 1.122004e-02 -0.0041890644
## PC180 1.072885e-02 3.250102e-04 -0.0129722126 5.402238e-03 0.0037658766
## PC181 -8.914932e-03 -2.873759e-03 0.0137756024 -1.418331e-02 0.0042148482
## PC182 -1.163329e-02 5.154801e-03 -0.0020527087 -1.155291e-02 -0.0107452015
## PC183 -3.059268e-02 -2.376808e-02 -0.0257413251 -2.420217e-02 -0.0140592542
## PC184 -5.274824e-04 -2.122016e-03 -0.0030780889 9.348576e-03 -0.0023127161
## PC185 1.434625e-03 1.623303e-02 0.0082995920 -8.241243e-03 -0.0065395775
## PC186 2.414644e-02 2.941153e-02 0.0075789879 1.582019e-02 0.0001612904
## PC187 3.089452e-02 1.815748e-02 0.0099962310 2.447107e-02 -0.0056689088
## PC188 -1.986164e-03 5.313684e-03 -0.0003324982 -2.651782e-04 0.0090843688
## PC189 1.539880e-02 4.922716e-03 0.0119182425 1.242072e-02 0.0141771255
## PC190 -4.153377e-03 1.237733e-04 0.0052137662 7.343810e-04 -0.0005871168
## PC191 -2.930462e-02 -1.405263e-02 -0.0159089196 -3.370204e-02 -0.0224381916
## PC192 2.185490e-02 2.135054e-02 0.0202751991 1.336367e-02 0.0202184526
## PC193 1.562388e-02 2.082930e-02 0.0052471928 1.848932e-03 0.0095457846
## PC194 -2.177003e-03 1.682320e-03 -0.0101954822 -3.202731e-03 -0.0037446525
## PC195 9.105623e-03 2.754672e-03 0.0048019758 -4.917332e-03 -0.0018632535
## PC196 -1.624970e-02 -1.018253e-02 -0.0216010146 -2.273376e-02 -0.0234875793
## PC197 -6.598374e-03 -1.146841e-02 0.0013040907 2.060429e-03 0.0227003142
## PC198 -3.724055e-03 6.050753e-03 0.0046235451 5.228536e-03 0.0079014746
## PC199 4.447838e-03 5.433354e-03 0.0100457056 -5.037372e-03 0.0139321561
## PC200 2.691237e-03 3.409678e-03 0.0054869048 7.592464e-03 -0.0021103888
## PC201 -1.820975e-03 -6.753570e-03 -0.0172414082 -5.134249e-03 -0.0090526989
## PC202 -2.500097e-03 1.094891e-02 0.0144764132 -7.834698e-03 0.0145423655
## PC203 -1.803728e-02 -1.685076e-02 -0.0179034873 -1.802914e-02 -0.0148721744
## PC204 -6.730317e-04 3.059320e-03 0.0025096770 1.096738e-02 0.0087069200
## PC205 -1.807947e-02 -9.725744e-03 -0.0087893371 -1.747114e-02 -0.0413062587
## PC206 1.840268e-03 3.820578e-03 -0.0060048967 -1.473592e-04 -0.0049804941
## PC207 -1.446353e-02 -4.504074e-03 -0.0045961885 -1.455876e-02 -0.0013220678
## PC208 1.329576e-02 2.219790e-02 0.0234100793 -1.910285e-03 0.0119575981
## PC209 7.080637e-03 7.266923e-03 0.0035264165 2.560059e-03 0.0082576597
## PC210 -7.665030e-03 -3.946300e-04 0.0150310784 3.838741e-03 0.0091185051
## PC211 2.672266e-03 5.200511e-03 0.0068303930 1.629473e-02 0.0209570182
## PC212 2.941802e-03 2.061284e-02 0.0231589112 3.342287e-03 0.0203926735
## PC213 1.331982e-02 1.957222e-02 0.0063510695 1.665869e-02 0.0146053449
## PC214 -9.693400e-03 -5.521817e-03 -0.0182845305 -8.500388e-03 -0.0228776678
## PC215 -1.611896e-02 -9.324355e-03 -0.0254133298 -1.636125e-02 -0.0075247868
## PC216 -1.283005e-02 -2.209021e-02 -0.0045920807 -1.029234e-02 0.0023510677
## PC217 2.390068e-03 -3.212805e-04 0.0094449172 4.214065e-03 0.0050441166
## PC218 -2.942204e-03 -1.386600e-02 -0.0089746292 -7.301682e-03 0.0029166425
## PC219 -4.308252e-03 -1.281953e-02 -0.0205621229 -4.852189e-03 -0.0091845685
## PC220 5.294285e-03 4.874884e-03 0.0251949465 1.402922e-02 0.0239231174
## PC221 7.925844e-03 8.828007e-03 0.0128910216 1.307971e-02 0.0107844627
## PC222 -1.849991e-02 -7.042828e-03 -0.0059165456 -1.023490e-02 -0.0216334778
## PC223 -1.647852e-02 -1.255257e-02 -0.0206460456 -1.228139e-02 -0.0092402779
## PC224 -4.621915e-03 -1.069553e-02 -0.0142153790 8.985021e-03 0.0092268867
## PC225 -2.859310e-03 1.055855e-02 0.0081793592 -6.553421e-03 -0.0061676280
## PC226 -1.492714e-03 9.521029e-03 0.0012728663 4.419877e-03 -0.0020485987
## PC227 1.405736e-02 -8.933675e-03 -0.0087032758 2.818878e-03 0.0070432780
## PC228 -2.113095e-03 -4.620683e-03 -0.0094123094 -4.316725e-03 -0.0171194233
## PC229 7.385393e-03 1.807059e-03 0.0005992765 1.467959e-02 0.0146239740
## PC230 2.777982e-03 -6.498551e-03 -0.0030464811 -5.106613e-03 -0.0183745550
## PC231 1.110590e-02 1.227244e-02 0.0132845667 1.226537e-02 0.0256924043
## PC232 -4.269829e-03 -4.926237e-03 -0.0021611247 2.176222e-03 0.0058262896
## PC233 1.609333e-02 2.844765e-02 0.0086267075 2.910709e-03 0.0075810679
## PC234 -1.331554e-02 -1.577549e-02 -0.0249224523 -1.280240e-02 -0.0079100328
## PC235 -3.183281e-04 -6.435908e-03 -0.0110403836 5.850803e-03 -0.0095521026
## PC236 1.764178e-02 1.630094e-02 0.0059507672 5.864457e-03 0.0063987320
## PC237 2.955594e-03 -1.861924e-03 -0.0005532827 8.745733e-04 -0.0013841939
## PC238 -3.161969e-03 -4.289534e-04 0.0113794059 -1.423040e-03 0.0071295547
## PC239 -1.013139e-02 -1.960428e-02 0.0007560024 -7.835179e-03 -0.0090569174
## PC240 2.933572e-03 1.715663e-02 0.0091383555 8.937381e-03 0.0056698806
## PC241 -1.609585e-02 -1.421767e-03 -0.0096586278 -1.259660e-02 -0.0089248060
## PC242 8.468547e-03 6.090092e-03 0.0006021663 -6.133243e-03 -0.0010134072
## PC243 -1.730522e-02 -1.108245e-02 -0.0294391800 -1.678798e-02 -0.0243267698
## PC244 9.932788e-03 -9.181722e-03 -0.0113454352 -2.833379e-04 -0.0223415111
## PC245 5.758575e-03 4.047630e-03 0.0031258956 1.440956e-03 -0.0132280972
## PC246 9.562694e-03 7.601847e-03 0.0076831401 2.175123e-02 0.0084157304
## PC247 5.834429e-03 -9.922175e-03 -0.0072210926 -2.263088e-03 0.0011934056
## PC248 3.550078e-03 -1.775714e-03 0.0132553488 5.856953e-03 0.0119654872
## PC249 3.316919e-03 7.824287e-03 -0.0031606010 -5.336559e-03 -0.0085097799
## PC250 1.189560e-02 1.907500e-02 0.0082894703 1.107080e-02 0.0081429506
## PC251 2.697101e-03 -1.015247e-02 -0.0158977719 5.824987e-03 -0.0170906280
## PC252 -8.434980e-03 -1.004782e-02 -0.0042632601 -1.345069e-02 -0.0066075871
## PC253 8.815370e-03 4.901420e-03 0.0101295420 5.646242e-03 0.0188089541
## PC254 6.474124e-03 1.786200e-03 -0.0055472072 7.769310e-03 0.0077322231
## PC255 8.468881e-03 5.659662e-03 0.0040285261 3.904294e-03 0.0076210597
## PC256 -1.632308e-02 -8.159168e-03 -0.0225818742 -1.328715e-02 -0.0207877674
## PC257 -7.239153e-03 -1.358735e-02 -0.0092921380 -1.008393e-02 -0.0125786459
## PC258 -5.655564e-03 -2.733385e-04 0.0033072782 -7.823351e-03 -0.0055137193
## PC259 -8.717384e-03 -1.210966e-02 -0.0065294337 -3.815314e-03 0.0054308237
## PC260 1.827952e-03 1.039013e-02 0.0026757979 -2.919577e-03 0.0041124054
## PC261 -1.752928e-03 5.826063e-03 -0.0014903681 -8.037507e-03 -0.0088916792
## PC262 6.088486e-03 1.379961e-03 0.0161339324 5.939480e-03 0.0153178263
## PC263 8.521115e-03 4.864170e-03 0.0091795736 8.391671e-03 0.0075405242
## PC264 8.899325e-04 -1.169810e-02 -0.0150172070 -3.623534e-03 -0.0130159916
## PC265 3.949559e-03 1.091857e-02 0.0026890995 1.109985e-04 -0.0016220995
## PC266 1.005441e-03 2.111473e-05 -0.0022175594 5.322571e-03 -0.0084916405
## PC267 5.956480e-03 -4.386855e-03 -0.0071139235 1.592681e-03 0.0081045796
## PC268 -1.034004e-02 -1.443589e-02 0.0015112090 -1.330315e-02 -0.0044277006
## PC269 -1.704678e-03 8.378760e-03 0.0161878054 3.099871e-03 -0.0057353394
## PC270 1.606393e-04 -1.821669e-02 -0.0168646784 3.553541e-03 -0.0124970003
## PC271 -1.211870e-02 -4.837217e-03 -0.0019453308 -1.458311e-02 -0.0132083030
## PC272 -4.974263e-03 -1.138934e-02 -0.0026161984 -4.497202e-03 -0.0012383908
## PC273 1.313546e-03 1.202058e-02 0.0079695111 1.639482e-03 0.0033284945
## PC274 9.299088e-03 -7.160966e-04 0.0014178968 6.580467e-03 0.0127550779
## PC275 1.919901e-02 2.023599e-02 0.0179365307 9.265579e-03 0.0126473588
## PC276 2.034075e-02 -7.409515e-04 -0.0037621449 1.899797e-02 0.0008854146
## PC277 9.574843e-03 2.712310e-03 -0.0054779987 2.584591e-04 0.0098981305
## PC278 -3.184354e-04 -1.281877e-02 -0.0083070125 -9.618212e-03 -0.0142399475
## PC279 -1.391806e-02 -1.349478e-04 -0.0061409199 -1.582347e-02 -0.0120248149
## PC280 1.001447e-02 -7.537257e-03 -0.0037269855 7.876078e-03 -0.0072003047
## PC281 1.644121e-03 -6.203644e-03 -0.0108717552 1.763362e-03 -0.0135588471
## PC282 1.927640e-02 6.961534e-03 -0.0021688004 2.140726e-02 -0.0063866170
## PC283 -3.718505e-03 -6.961638e-03 -0.0051389885 -4.159782e-03 -0.0271679374
## PC284 -2.661325e-03 1.022377e-02 0.0133392320 4.362555e-03 0.0007254789
## PC285 -7.093339e-04 -1.984959e-02 -0.0151898868 -7.278583e-03 -0.0067231690
## PC286 2.088811e-03 -1.094339e-03 -0.0077918693 3.907831e-04 -0.0022460391
## PC287 -2.193942e-02 -1.284269e-02 -0.0179495602 -2.241013e-02 -0.0085415386
## PC288 -1.059510e-02 -8.892833e-03 -0.0081046002 -1.443497e-02 -0.0115814286
## PC289 -1.519726e-02 8.625908e-05 0.0043429764 -4.335574e-03 0.0046773671
## PC290 -6.488117e-03 -9.404486e-03 -0.0065886306 -1.052405e-04 -0.0102195269
## PC291 1.095824e-02 8.685498e-03 -0.0005908291 2.469436e-03 -0.0024980064
## PC292 1.596224e-03 -4.768023e-03 -0.0141866881 -6.400950e-03 -0.0297365938
## PC293 -2.165969e-03 -1.813560e-03 0.0024489327 1.193794e-03 0.0080698361
## PC294 -2.700363e-03 -2.584372e-03 0.0057540753 -5.777823e-03 -0.0055640945
## PC295 -1.058419e-02 -5.156513e-03 0.0039188298 -1.015906e-02 -0.0001220515
## PC296 8.574057e-03 2.254455e-02 0.0287850339 2.031554e-02 0.0254854709
## PC297 1.733925e-02 5.393732e-03 0.0066325160 1.685869e-02 0.0286586862
## PC298 -1.098832e-02 -1.025833e-03 -0.0037926916 -1.780809e-02 -0.0271845337
## PC299 -1.425815e-02 -1.621746e-02 -0.0010809259 -2.129410e-02 -0.0055476530
## PC300 -5.501672e-03 -7.609942e-03 -0.0082989770 7.705559e-03 -0.0029383394
## PC301 -4.546847e-03 -3.914058e-04 0.0095196247 -6.612387e-04 0.0079537062
## PC302 -9.420164e-03 -1.124547e-02 -0.0132883708 -7.513557e-03 -0.0119682045
## PC303 -5.637954e-03 -1.300911e-02 -0.0166239780 -1.730180e-02 -0.0112846472
## PC304 -1.003729e-02 1.393979e-03 -0.0108472590 -2.050848e-02 -0.0107856861
## PC305 -1.781683e-02 -1.848843e-02 -0.0043025260 -2.149742e-02 -0.0013774406
## PC306 6.681480e-03 2.657796e-03 0.0022353019 7.487201e-03 0.0070148154
## PC307 1.147856e-02 7.462548e-03 -0.0105858696 1.099930e-02 -0.0073563270
## PC308 2.293510e-02 8.901622e-03 0.0213679998 2.044797e-02 0.0289412512
## PC309 -8.860597e-03 -1.004553e-02 -0.0001216569 -7.726847e-04 0.0005229621
## PC310 -2.158395e-02 -2.907135e-02 -0.0293459426 -2.543709e-02 -0.0135117415
## PC311 5.108674e-03 -2.979370e-03 0.0042823371 2.592840e-03 -0.0125864774
## PC312 1.004493e-02 1.178303e-02 0.0022579822 1.407756e-02 0.0056476739
## PC313 -9.953089e-03 -1.714259e-02 -0.0075948320 -6.891606e-03 -0.0037040307
## PC314 8.563352e-04 -2.757498e-03 -0.0138560434 1.959318e-04 -0.0070983634
## PC315 -1.120016e-02 -1.190667e-02 0.0019965335 -4.478185e-03 -0.0133841918
## PC316 -2.845857e-02 -2.595401e-02 -0.0177225568 -2.699265e-02 -0.0208073471
## PC317 -8.260146e-04 -6.716539e-03 -0.0081511358 1.092259e-02 -0.0030232904
## PC318 -3.549250e-03 -9.992942e-03 -0.0099611709 -4.624260e-03 -0.0106228820
## PC319 2.776788e-02 2.976103e-02 0.0190417940 2.445384e-02 0.0154123298
## PC320 8.911104e-04 8.672328e-03 -0.0021717500 -4.774646e-04 -0.0138811368
## PC321 -1.892618e-02 -2.012644e-02 -0.0172276791 -1.832806e-02 -0.0224820041
## PC322 1.513380e-03 7.596210e-03 0.0092347379 1.057052e-02 0.0095605599
## PC323 2.504673e-02 2.969010e-02 0.0225485862 2.698284e-02 0.0403490869
## PC324 1.287269e-02 1.010518e-02 0.0099018987 6.784903e-03 0.0132225048
## PC325 -4.970192e-03 -9.067644e-03 -0.0095746601 -1.125907e-02 -0.0184868365
## PC326 2.292728e-03 -7.914903e-03 -0.0083376113 9.508295e-03 -0.0015394774
## PC327 1.938710e-02 1.645332e-02 0.0020620937 1.614145e-02 0.0074371662
## PC328 6.295613e-03 9.085580e-03 0.0082293277 4.135413e-03 -0.0157807995
## PC329 -1.877475e-03 4.661883e-03 -0.0025506185 -2.626786e-03 0.0136708661
## PC330 5.942633e-06 2.297946e-03 0.0034952997 4.338688e-03 0.0008846004
## PC331 -4.194670e-03 -3.224960e-03 0.0058211669 -9.366557e-04 -0.0045427026
## PC332 1.334521e-02 9.221599e-03 0.0174443939 1.259976e-02 0.0247669893
## PC333 2.564691e-03 5.289966e-03 -0.0037903260 5.843804e-03 -0.0045880629
## PC334 -1.793466e-03 -9.575426e-03 -0.0129189232 -1.167755e-02 -0.0027889930
## PC335 1.128586e-02 2.285337e-02 0.0130934255 2.188155e-02 0.0091734407
## PC336 2.542732e-02 1.063198e-02 0.0066594720 1.757055e-02 0.0115663236
## PC337 2.950552e-03 9.549407e-03 0.0020054585 6.750374e-03 -0.0096872289
## PC338 -8.346067e-03 5.522187e-03 0.0075814122 -9.220392e-03 -0.0017599590
## PC339 -4.902027e-03 -2.038306e-02 -0.0130327964 -1.333481e-03 0.0074226156
## PC340 -8.468509e-03 -8.497769e-03 -0.0201602074 -1.187362e-02 -0.0238514864
## PC341 6.824970e-03 2.119354e-03 0.0067914943 1.500056e-02 0.0003215947
## PC342 1.085303e-02 2.089549e-04 -0.0068046004 3.158305e-03 0.0153047981
## PC343 1.222674e-03 -1.172944e-02 -0.0174328277 6.170218e-03 -0.0065042039
## PC344 -1.415823e-03 1.300856e-02 0.0102182118 2.816220e-03 0.0170156440
## PC345 6.297116e-03 9.052365e-03 -0.0106082221 -1.024204e-02 -0.0132995000
## PC346 3.199140e-03 -7.489919e-03 -0.0049373467 -1.027453e-02 -0.0083667389
## PC347 8.059706e-03 1.825553e-02 0.0111515292 1.160312e-02 0.0148508958
## PC348 5.438556e-03 -1.585092e-03 -0.0114842058 -3.194646e-03 -0.0148907858
## PC349 -3.001259e-03 -3.978649e-03 -0.0044017106 -1.957328e-03 -0.0094760969
## PC350 -1.331748e-02 8.296730e-03 0.0054556857 -1.231882e-02 -0.0042690776
## PC351 4.582565e-03 -1.889908e-03 -0.0050322875 1.986377e-03 0.0141688307
## PC352 -1.344601e-02 -1.004680e-02 0.0008051354 -3.901331e-03 0.0085763022
## PC353 -1.571260e-02 -1.055472e-02 -0.0126047127 -5.524260e-03 -0.0065555661
## PC354 8.194507e-03 2.875633e-03 0.0086749697 5.483472e-03 0.0073441582
## PC355 2.929490e-02 2.148984e-02 0.0133635402 3.495041e-02 0.0175559329
## PC356 1.296896e-02 9.365969e-03 0.0205736848 1.916500e-02 0.0181305522
## PC357 -7.745660e-03 -1.361659e-02 -0.0188651782 -1.283734e-02 -0.0095321209
## ERIC EUFA FAIR FORA FREE
## PC1 6.489596e-01 6.066997e-01 6.060986e-01 6.120419e-01 6.406978e-01
## PC2 4.678379e-01 5.487804e-01 4.735389e-01 5.268813e-01 4.852039e-01
## PC3 -2.195862e-01 -2.708689e-02 -1.243223e-01 1.136216e-02 -1.252234e-01
## PC4 1.888416e-01 -5.750338e-02 1.728925e-01 8.191337e-02 2.129829e-01
## PC5 1.676405e-01 2.215897e-01 2.154303e-01 2.249191e-01 2.173146e-01
## PC6 7.276844e-03 3.829234e-02 9.934224e-02 1.261050e-01 1.277577e-01
## PC7 9.916581e-02 1.717950e-01 1.601524e-01 2.239761e-01 1.276314e-01
## PC8 -4.407317e-02 -2.892979e-02 -3.405114e-02 -5.506367e-02 -5.104720e-03
## PC9 -1.404232e-02 2.810169e-02 -4.553732e-02 1.640100e-02 -5.566244e-02
## PC10 1.159129e-01 8.892388e-02 8.981983e-02 9.818204e-02 1.101568e-01
## PC11 8.715489e-02 2.940838e-02 8.292635e-02 1.919512e-02 5.908496e-02
## PC12 4.197197e-02 6.097630e-02 1.558791e-02 4.939042e-02 3.562665e-02
## PC13 -6.267340e-02 5.156697e-02 -3.175061e-02 -1.398855e-02 -6.020546e-02
## PC14 -2.275601e-03 -3.350404e-02 4.387435e-02 4.456773e-02 4.246383e-02
## PC15 3.689043e-02 -1.469612e-02 2.604552e-03 -2.463691e-02 -2.040091e-03
## PC16 1.636918e-02 6.232979e-02 3.997252e-02 3.812708e-02 1.553844e-02
## PC17 -6.142486e-02 6.511769e-04 -5.719085e-02 -2.549664e-02 -6.220743e-02
## PC18 6.001798e-03 1.739884e-02 3.339973e-03 -3.297490e-03 8.550774e-03
## PC19 3.223056e-02 -1.713781e-03 -6.187024e-03 -4.254540e-02 1.360752e-02
## PC20 1.397567e-02 -3.489061e-03 -8.528669e-03 -1.546725e-02 -3.269220e-02
## PC21 -5.727079e-03 -9.619883e-03 -1.394467e-02 -2.696550e-02 -2.699201e-03
## PC22 4.213756e-02 1.769125e-02 3.405167e-02 3.758138e-02 1.099221e-02
## PC23 1.153136e-02 -2.019008e-02 -1.263082e-02 -2.297828e-02 -6.687377e-03
## PC24 1.192516e-02 -3.785716e-02 2.175544e-02 -2.105410e-02 5.045320e-02
## PC25 5.620821e-02 -1.061812e-02 2.763900e-02 8.704728e-03 3.978051e-02
## PC26 -7.767390e-03 -6.151293e-03 -2.475436e-02 6.175327e-04 -1.363306e-02
## PC27 4.560282e-02 1.979489e-02 3.739169e-02 4.086069e-03 2.595288e-02
## PC28 -1.525317e-02 7.463464e-02 -7.672552e-04 3.529146e-02 7.237687e-04
## PC29 9.045651e-03 6.169797e-02 3.154542e-02 7.857554e-02 2.592175e-02
## PC30 3.158505e-02 1.087243e-02 1.020960e-02 -1.330951e-02 1.699905e-02
## PC31 -8.894863e-03 1.600839e-02 1.738646e-02 1.843041e-02 7.271551e-03
## PC32 -5.018795e-03 -3.601658e-03 -2.031081e-03 1.796775e-02 4.500579e-03
## PC33 -1.565537e-02 2.758335e-02 -2.257004e-02 -2.405540e-02 -2.242194e-02
## PC34 -1.285230e-02 1.453137e-02 -1.224000e-02 3.472019e-03 -1.733058e-02
## PC35 -1.313972e-02 -2.620881e-02 -1.727326e-02 -4.424274e-03 -5.505263e-03
## PC36 1.135038e-02 1.175046e-02 1.916915e-02 1.986482e-02 1.622466e-02
## PC37 1.924950e-02 2.194963e-02 2.239685e-02 3.576717e-02 1.295149e-02
## PC38 1.712233e-02 3.434275e-02 2.410757e-02 3.350833e-02 1.264777e-02
## PC39 5.111378e-02 -1.978200e-03 6.549987e-02 3.663932e-02 6.289591e-02
## PC40 4.432348e-03 -1.487466e-02 2.156054e-02 5.357852e-03 1.796315e-02
## PC41 -1.786743e-02 3.618309e-02 -7.997561e-03 -4.233916e-03 -1.708887e-02
## PC42 1.666918e-02 1.305153e-02 -1.027731e-03 -1.023778e-02 -5.349607e-03
## PC43 -2.268594e-02 -2.908710e-02 -4.362834e-02 -3.350747e-02 -3.963154e-02
## PC44 -4.829244e-02 -5.897055e-02 -7.958862e-02 -5.166642e-02 -5.922319e-02
## PC45 4.541740e-02 4.064748e-02 2.432061e-02 2.629138e-02 1.978454e-02
## PC46 -2.887693e-02 -4.021868e-03 6.266538e-03 3.114392e-02 5.617110e-03
## PC47 2.776397e-02 -1.296613e-02 1.974208e-02 -1.669954e-03 2.250698e-02
## PC48 1.164230e-02 -2.937847e-02 1.035386e-02 -9.620721e-03 -4.506005e-04
## PC49 -2.515112e-02 -3.931659e-02 -2.234282e-02 -3.889355e-02 -2.025304e-02
## PC50 -1.941268e-03 2.685223e-02 6.752846e-03 4.611411e-02 4.712338e-03
## PC51 4.057760e-02 -9.126661e-03 3.300895e-02 -4.740037e-03 3.875779e-02
## PC52 -3.625647e-02 -2.417646e-02 -1.463269e-02 -6.789832e-03 8.479910e-03
## PC53 2.427823e-02 1.429141e-03 2.960409e-02 1.666665e-02 4.781399e-02
## PC54 -2.560334e-02 -3.688222e-02 -3.669190e-02 -4.126467e-02 -2.755183e-02
## PC55 -5.560949e-02 -1.721349e-03 -3.595120e-02 6.838243e-03 -4.749757e-02
## PC56 -9.740274e-03 -1.857470e-02 -2.147928e-04 -7.635457e-03 -7.796792e-03
## PC57 2.997261e-02 -3.807287e-03 3.391669e-02 6.673320e-03 2.386253e-02
## PC58 -8.675368e-03 -6.403032e-03 -2.952109e-02 -9.996382e-03 -2.187970e-02
## PC59 -7.599479e-03 2.939120e-03 1.115662e-02 2.522021e-02 5.204430e-03
## PC60 2.663049e-02 4.955508e-02 3.143286e-02 5.241304e-02 2.453783e-02
## PC61 -1.636164e-02 1.395941e-02 -1.938753e-02 -4.329496e-03 -2.444714e-02
## PC62 8.752642e-03 1.115857e-02 -6.720524e-03 4.191744e-03 -2.183276e-02
## PC63 -1.955122e-03 2.200059e-02 -4.855781e-03 -9.182590e-03 -1.444178e-02
## PC64 3.549246e-03 -1.591585e-02 -2.295811e-02 -3.657036e-02 -1.892936e-02
## PC65 1.770632e-03 -2.332271e-02 3.677212e-03 -8.439996e-03 -1.853695e-03
## PC66 -1.263606e-02 7.075554e-03 1.326783e-02 1.057173e-02 -5.178877e-03
## PC67 3.126082e-02 -1.038098e-04 2.810520e-02 1.738396e-02 1.834182e-02
## PC68 -1.597555e-02 1.758254e-05 -1.143963e-03 1.078858e-02 -1.209296e-02
## PC69 -2.353543e-02 7.321943e-03 -1.954900e-02 1.819419e-03 -2.101063e-02
## PC70 -4.761641e-03 -2.380038e-02 -1.602315e-02 -1.315108e-02 -1.440578e-02
## PC71 -1.338796e-02 8.746796e-04 -1.023570e-02 1.078830e-02 -1.211519e-02
## PC72 1.421114e-02 2.444987e-02 2.674960e-02 2.138602e-02 1.959644e-02
## PC73 1.501770e-02 -1.957880e-02 -2.404566e-04 -3.416170e-03 7.131345e-03
## PC74 -2.713033e-02 -1.725768e-02 -2.796785e-02 -5.333960e-03 -2.927430e-02
## PC75 -7.214263e-03 -1.499907e-02 -3.544431e-02 -2.463913e-02 -2.531593e-02
## PC76 4.081540e-03 -3.741722e-03 7.730955e-03 7.412051e-03 3.108164e-03
## PC77 1.299719e-02 8.025892e-03 -2.894632e-03 1.336223e-02 2.998905e-03
## PC78 6.627991e-03 7.748105e-03 7.991360e-04 2.193454e-03 9.637975e-03
## PC79 9.345860e-03 5.162401e-03 -7.455776e-03 -1.708014e-02 -6.928361e-03
## PC80 -4.014351e-03 -1.990343e-02 -1.094633e-02 -2.580180e-02 4.294293e-03
## PC81 1.738797e-02 -1.453197e-02 1.863517e-02 1.608269e-02 1.769450e-02
## PC82 2.543649e-02 3.570923e-03 1.787578e-02 5.343387e-03 1.996317e-02
## PC83 4.468384e-03 1.026737e-02 1.198916e-02 1.235462e-02 -1.560536e-03
## PC84 1.268568e-02 1.345539e-02 -2.313950e-03 6.168395e-04 -8.527530e-03
## PC85 -7.012627e-03 2.671782e-02 2.009829e-03 1.077276e-02 2.670586e-03
## PC86 -4.409467e-02 -2.992508e-03 -3.280589e-02 -1.517397e-02 -2.963502e-02
## PC87 -1.956263e-02 -4.488807e-02 -2.758899e-02 -2.795970e-02 -2.012901e-02
## PC88 -4.055252e-02 -2.200798e-03 -4.132353e-02 -9.718633e-03 -4.435038e-02
## PC89 -2.035672e-02 -1.466492e-02 -8.251978e-03 -8.356318e-03 -1.467208e-02
## PC90 -6.196291e-03 -1.739849e-02 -2.009747e-02 -2.862218e-02 -2.879160e-02
## PC91 -1.749330e-02 -1.445402e-03 -2.641641e-02 -2.472605e-02 -2.395596e-02
## PC92 -3.063953e-02 8.925543e-03 -5.197727e-03 7.348414e-03 -1.946440e-02
## PC93 8.199423e-05 2.701328e-02 2.800748e-03 1.830963e-02 8.647097e-04
## PC94 -1.113030e-02 -9.713659e-03 -9.724751e-03 -2.143238e-03 -1.603017e-02
## PC95 -4.466212e-03 -4.932178e-03 5.865682e-03 1.769638e-02 1.427177e-02
## PC96 1.601518e-02 1.689414e-04 3.047966e-02 2.035742e-02 8.626659e-03
## PC97 1.385272e-02 1.782809e-02 -8.685058e-04 -4.877801e-05 6.806201e-03
## PC98 -6.989482e-05 -1.996261e-02 9.240569e-03 1.324076e-02 1.411668e-02
## PC99 -2.282204e-02 -7.190583e-04 -1.203596e-02 1.482772e-02 -1.282335e-02
## PC100 2.529604e-02 6.703961e-03 3.111338e-02 -1.124200e-02 2.124606e-02
## PC101 -1.101548e-02 2.073007e-02 4.618858e-03 2.015257e-02 2.291525e-03
## PC102 -6.422364e-03 2.786310e-02 2.813781e-02 2.768455e-02 2.333390e-02
## PC103 2.634713e-02 4.477010e-02 1.282999e-02 1.892623e-02 2.572789e-02
## PC104 1.359021e-02 1.956078e-02 1.747410e-03 8.746091e-03 3.814856e-03
## PC105 1.019588e-02 6.793901e-03 1.070145e-02 6.464368e-03 -9.196969e-03
## PC106 1.906493e-02 6.111759e-03 4.109731e-02 1.741596e-02 3.068831e-02
## PC107 -2.108716e-02 -1.645875e-02 -2.011360e-02 -2.891450e-02 -2.627086e-02
## PC108 -1.171703e-02 -3.811020e-02 -2.112377e-02 -2.165658e-02 -1.402464e-02
## PC109 -1.041329e-02 1.905959e-03 -1.694699e-02 -1.744137e-02 -3.211999e-02
## PC110 7.542819e-03 -7.225977e-03 1.173541e-02 -1.775670e-02 1.064440e-02
## PC111 1.087248e-02 -4.028180e-03 3.681700e-03 -5.245673e-04 -2.970310e-03
## PC112 -2.440719e-02 2.026562e-03 -1.468280e-02 -8.641055e-03 -1.587687e-02
## PC113 8.020765e-03 -3.277978e-02 -2.016998e-02 -9.552669e-03 -7.803382e-03
## PC114 2.185435e-02 3.191562e-02 2.346203e-02 2.142491e-02 1.890033e-02
## PC115 2.489893e-02 2.088928e-02 2.484890e-02 1.380817e-02 1.425801e-02
## PC116 -6.145443e-03 -1.252372e-02 4.993906e-04 -1.174896e-02 -1.132199e-02
## PC117 -2.929808e-02 1.448300e-03 -1.395470e-02 4.948889e-03 -1.806833e-02
## PC118 -5.691513e-04 1.781932e-02 4.498931e-03 7.472365e-04 5.637429e-04
## PC119 -1.709726e-03 -2.025214e-02 4.910787e-03 -1.561644e-02 5.597042e-03
## PC120 -1.909014e-03 1.595994e-02 -1.756012e-02 -7.453557e-03 -1.583280e-02
## PC121 2.224645e-03 5.706123e-03 -1.527800e-02 -1.613312e-02 -6.135692e-03
## PC122 2.025543e-02 -3.094376e-03 1.219893e-02 3.247574e-03 1.502180e-02
## PC123 1.438936e-02 5.206605e-03 3.523054e-03 1.527737e-02 -3.547240e-04
## PC124 -3.804449e-02 1.747937e-02 -2.200477e-02 -1.961252e-03 -1.973941e-02
## PC125 -2.273999e-02 3.100420e-02 -1.328130e-02 1.457210e-03 -2.269834e-02
## PC126 -1.399097e-02 1.574882e-02 2.541496e-03 3.529012e-03 6.149023e-03
## PC127 1.369186e-02 1.172826e-02 5.885000e-03 -9.156897e-03 1.989318e-03
## PC128 7.435804e-04 -2.067570e-03 -1.343077e-02 -7.758582e-03 -5.667564e-03
## PC129 2.333101e-02 6.002180e-03 1.452084e-02 1.486124e-02 1.632610e-02
## PC130 -1.877080e-02 -2.685549e-03 8.442055e-03 1.386526e-02 1.238934e-03
## PC131 -2.439521e-03 -8.927165e-03 -1.205227e-02 -9.426219e-03 -7.738265e-03
## PC132 -1.262329e-02 -2.801107e-02 -6.702920e-03 -1.982275e-02 -4.450413e-03
## PC133 2.891865e-02 4.101819e-03 2.385965e-02 5.982744e-03 1.722464e-02
## PC134 -2.814526e-02 -3.432945e-02 -2.741123e-02 -3.689958e-02 -2.452276e-02
## PC135 -1.127660e-02 -3.597579e-02 -1.720032e-02 -3.475421e-02 -1.953694e-02
## PC136 -1.414436e-03 1.946969e-02 7.478465e-03 2.130631e-02 5.367358e-03
## PC137 7.783203e-03 1.256268e-02 1.746876e-02 1.382153e-02 8.885934e-03
## PC138 1.699813e-02 1.386132e-02 1.360556e-02 1.132084e-02 1.403636e-02
## PC139 -1.113476e-02 1.450773e-02 1.082822e-02 9.627170e-03 2.667006e-03
## PC140 1.542311e-02 7.863303e-03 2.284734e-02 5.066596e-03 1.206701e-02
## PC141 -1.273846e-02 1.979626e-02 7.619185e-03 2.418136e-02 7.375612e-03
## PC142 1.490093e-03 1.068690e-02 6.247666e-03 1.289689e-03 -2.411972e-02
## PC143 3.708226e-02 3.755999e-02 4.463760e-02 3.960800e-02 3.616182e-02
## PC144 -1.829231e-02 2.740623e-03 -3.113642e-02 -8.114874e-03 -2.756254e-02
## PC145 -3.268423e-02 -1.259362e-02 -1.053351e-02 -1.045195e-02 -7.352124e-03
## PC146 -2.850653e-02 -1.363606e-02 -3.167515e-02 -1.593993e-02 -9.306792e-03
## PC147 8.090006e-03 -1.581443e-02 -5.446415e-03 -2.240845e-02 3.013310e-03
## PC148 9.323848e-03 6.902568e-03 -2.241803e-03 2.166249e-02 2.018396e-03
## PC149 1.643660e-02 -1.798405e-03 3.471052e-03 -4.300187e-03 2.327536e-03
## PC150 -1.680356e-02 -1.779165e-02 -2.604071e-02 -1.289015e-02 -3.435175e-02
## PC151 1.987958e-02 1.246798e-02 1.150788e-02 -6.394524e-03 1.357407e-02
## PC152 5.615000e-03 4.283443e-03 -1.223505e-02 1.410320e-03 -1.356084e-02
## PC153 -1.144076e-02 -1.954805e-02 7.863363e-03 1.113759e-02 6.776656e-03
## PC154 1.482422e-02 -7.372079e-03 5.443648e-03 8.614177e-03 3.707510e-03
## PC155 -8.511020e-03 9.777849e-03 -1.644052e-02 -5.808925e-03 -2.357380e-02
## PC156 2.373825e-02 1.525099e-02 2.341521e-02 2.658549e-02 3.193675e-02
## PC157 -3.653623e-03 -5.563762e-03 9.949930e-03 -1.797539e-03 9.004342e-03
## PC158 -1.304221e-03 4.435442e-03 -1.772954e-02 -1.389458e-02 -1.556119e-02
## PC159 3.039410e-02 2.696892e-03 1.119559e-02 3.480216e-03 1.310897e-02
## PC160 -3.173415e-02 -1.471748e-02 -1.903723e-02 -3.108501e-02 -2.286132e-02
## PC161 -1.846067e-02 -9.149776e-03 -2.845930e-02 -1.545983e-03 -7.656349e-03
## PC162 -3.452491e-03 -2.875532e-04 3.968306e-03 5.313989e-03 -3.149684e-04
## PC163 -1.762342e-03 -1.729289e-03 -1.043297e-02 -1.057629e-02 -6.684067e-03
## PC164 9.235484e-03 7.164688e-03 8.487985e-03 8.221971e-03 1.696581e-02
## PC165 -8.748095e-03 1.047495e-02 4.655211e-03 1.936468e-03 -7.926047e-03
## PC166 -2.788428e-03 9.486711e-03 1.261989e-02 1.852924e-02 -3.636099e-04
## PC167 7.232647e-03 1.450363e-02 2.763165e-02 2.658844e-02 2.053202e-02
## PC168 -6.307133e-03 -3.263796e-03 -9.881653e-03 -2.744913e-02 -7.106209e-03
## PC169 -4.974325e-03 9.946300e-03 1.431361e-02 5.626065e-03 9.226767e-03
## PC170 -2.404347e-02 4.023675e-03 -1.878310e-02 -1.815108e-02 -5.503085e-03
## PC171 6.236775e-03 1.125249e-02 1.445616e-02 3.588338e-03 2.143566e-02
## PC172 2.993030e-03 -7.064188e-03 1.940982e-02 7.128868e-03 1.932405e-03
## PC173 7.738737e-03 8.744663e-03 1.321194e-02 1.010226e-02 2.609576e-02
## PC174 1.648260e-02 2.186000e-02 1.689458e-02 1.903808e-02 3.127213e-02
## PC175 7.647203e-03 1.360830e-02 1.668613e-02 2.174263e-02 6.277998e-03
## PC176 2.894546e-02 3.971367e-02 4.352773e-02 4.832491e-02 3.236723e-02
## PC177 -1.136311e-02 -1.803382e-02 -1.286448e-02 -2.724336e-02 -2.587090e-02
## PC178 6.562904e-03 -1.817950e-03 4.791936e-03 3.219801e-03 3.663455e-03
## PC179 -1.010950e-02 3.839794e-03 -6.981708e-03 -3.225685e-03 -4.134953e-03
## PC180 9.425780e-03 -3.294151e-03 -1.088163e-03 -5.380044e-03 1.773824e-02
## PC181 1.708513e-02 -9.488324e-03 6.990167e-03 1.356451e-02 2.367831e-02
## PC182 -4.442895e-03 4.490589e-03 -1.261324e-02 -1.216342e-03 -9.318991e-03
## PC183 -6.589591e-03 -1.720980e-02 -1.521634e-02 -2.065872e-02 -1.400691e-02
## PC184 6.241942e-03 -1.388598e-03 9.372093e-04 -1.764013e-03 -2.134923e-04
## PC185 1.075018e-02 -3.110189e-03 1.419502e-02 5.457394e-03 1.386594e-02
## PC186 2.719220e-03 2.706529e-02 9.550137e-03 8.989329e-03 1.575133e-02
## PC187 -1.406741e-03 2.225173e-02 -3.490869e-03 1.334031e-02 6.966925e-03
## PC188 -5.144181e-03 3.482583e-04 -5.487516e-04 6.689901e-03 -1.516046e-03
## PC189 -6.461830e-03 1.328339e-02 -1.142356e-03 1.796792e-02 3.686154e-03
## PC190 -8.859163e-03 7.868924e-03 5.263568e-03 5.467593e-03 1.027663e-02
## PC191 -2.031789e-02 -1.569048e-02 -1.284385e-02 -1.820111e-02 -1.103279e-02
## PC192 2.323259e-02 1.676070e-02 2.127516e-02 1.983714e-02 3.422483e-02
## PC193 1.163378e-02 1.800925e-02 9.540538e-03 1.840605e-03 9.907871e-04
## PC194 4.431047e-03 4.022093e-03 7.573753e-03 -1.442611e-02 1.044712e-02
## PC195 1.757520e-03 6.361313e-03 1.451584e-02 4.197481e-03 -5.381221e-03
## PC196 -2.087729e-02 -2.615770e-02 -3.480322e-02 -2.286750e-02 -2.993978e-02
## PC197 3.429307e-02 3.422279e-03 2.529061e-02 8.801066e-03 2.904491e-02
## PC198 -3.669813e-03 6.840477e-03 -1.262346e-03 5.538784e-03 1.136950e-02
## PC199 1.577704e-02 6.697654e-03 1.522629e-02 8.289956e-03 1.749123e-02
## PC200 -1.207817e-02 8.759338e-03 -6.377250e-03 2.865900e-03 -6.176821e-04
## PC201 -1.761542e-02 -4.758211e-03 -2.425357e-02 -1.577436e-02 -1.809325e-02
## PC202 1.914855e-03 1.609350e-02 5.552897e-03 2.002131e-02 -8.732385e-04
## PC203 -1.486944e-02 -1.744669e-02 -1.361886e-02 -1.444010e-02 -1.803120e-02
## PC204 2.314302e-03 3.123773e-03 4.740710e-03 2.659484e-03 -1.879563e-03
## PC205 -3.683694e-02 -8.382946e-03 -3.101945e-02 -1.271636e-02 -4.459371e-02
## PC206 -2.777268e-03 3.275457e-03 -3.030198e-03 -8.672486e-03 2.956369e-03
## PC207 4.641911e-03 -1.248638e-02 -7.806896e-03 -9.268322e-03 -7.671323e-03
## PC208 1.446227e-02 2.191694e-02 1.112816e-02 1.472451e-02 2.366322e-02
## PC209 2.724140e-02 6.889820e-03 1.936033e-02 -3.218577e-03 1.237102e-02
## PC210 2.104311e-03 5.298983e-03 -2.773479e-03 1.413065e-02 1.778957e-03
## PC211 1.621328e-02 1.057781e-03 2.082646e-02 1.506104e-02 2.403396e-02
## PC212 9.518108e-03 1.817320e-02 1.460899e-02 2.627542e-02 4.863628e-03
## PC213 1.147752e-02 5.335431e-03 1.580519e-02 7.590143e-03 1.828706e-02
## PC214 -1.477494e-02 -7.951774e-03 -1.546677e-02 -1.485283e-02 -6.268691e-03
## PC215 -2.765502e-03 -1.192629e-02 -4.307430e-03 -1.321773e-02 -1.003393e-02
## PC216 -6.121439e-04 -1.175869e-02 -1.854459e-03 3.937560e-04 -1.097073e-02
## PC217 1.820729e-03 7.254988e-03 7.211064e-03 5.602587e-03 2.854104e-03
## PC218 -4.411457e-03 -1.629472e-02 7.506512e-03 8.095686e-05 -1.476171e-02
## PC219 -1.185641e-02 -4.633356e-03 -1.120598e-02 -2.112768e-02 -9.751628e-03
## PC220 1.803597e-02 5.526061e-03 2.130570e-02 2.810860e-02 1.062382e-02
## PC221 -9.185373e-03 1.246132e-02 -3.650052e-03 5.965561e-03 9.734317e-04
## PC222 -2.243547e-02 -6.013420e-03 -1.412879e-02 -1.182440e-02 -1.662704e-02
## PC223 -7.918542e-03 -1.710722e-02 -1.517111e-02 -1.832383e-02 1.777654e-03
## PC224 1.369593e-02 -9.939067e-04 8.995206e-04 -1.155779e-02 6.583154e-03
## PC225 -1.217067e-02 -1.482506e-03 -1.745985e-02 6.228932e-03 -1.305025e-02
## PC226 4.645644e-03 8.716051e-03 6.586957e-03 9.481213e-03 8.279011e-03
## PC227 1.170208e-02 -5.328990e-03 1.747706e-02 -1.287873e-02 1.339707e-02
## PC228 -9.035546e-03 -1.156340e-02 -1.795581e-02 -1.181590e-02 -1.843901e-02
## PC229 1.853338e-02 1.293884e-02 2.754272e-03 3.317329e-03 9.976521e-03
## PC230 -2.277163e-02 -5.168702e-03 -1.497775e-02 -1.404036e-03 -1.816797e-02
## PC231 2.227907e-02 2.218102e-02 2.665038e-02 1.745436e-02 2.334082e-02
## PC232 -3.496846e-03 -3.560736e-03 -6.010305e-03 -1.577185e-03 -7.085871e-03
## PC233 9.779960e-03 2.215233e-02 1.333503e-02 9.365490e-03 1.482318e-02
## PC234 1.684675e-02 -2.300434e-02 -6.928306e-03 -2.354118e-02 -7.454134e-03
## PC235 -4.322059e-03 3.024781e-04 4.183439e-03 -1.274585e-02 -5.743175e-03
## PC236 2.524972e-03 1.487260e-02 6.169319e-03 8.068127e-03 1.561144e-02
## PC237 5.162466e-04 -5.729424e-03 -1.371294e-02 -6.871569e-03 -1.741578e-03
## PC238 8.492425e-03 -9.355539e-03 1.143640e-02 5.952908e-03 6.688412e-03
## PC239 -6.877556e-03 -1.239899e-02 -1.438814e-02 -4.312862e-03 -1.588517e-02
## PC240 1.416748e-02 2.214791e-02 5.657983e-03 8.389047e-03 -2.527835e-03
## PC241 -5.751429e-03 6.411986e-04 -1.436778e-02 -1.000317e-02 -1.243484e-02
## PC242 1.059394e-03 3.241469e-03 1.034928e-02 5.492001e-03 4.388767e-03
## PC243 -2.076686e-02 -1.309258e-02 -1.833798e-02 -2.927121e-02 -2.050822e-02
## PC244 -1.583864e-02 -9.151241e-03 -9.604025e-03 -1.371283e-02 3.469484e-03
## PC245 -1.373122e-03 4.658946e-03 -1.104829e-02 6.301323e-03 -1.079149e-02
## PC246 -9.548352e-03 1.233613e-02 5.441331e-04 1.242382e-02 -2.970006e-03
## PC247 -2.844555e-03 -3.572104e-03 4.057616e-03 3.751989e-03 4.068138e-03
## PC248 1.530314e-02 -5.080528e-03 2.283580e-02 9.018411e-03 1.556476e-02
## PC249 -2.984548e-03 3.759169e-03 -1.956507e-02 -5.759613e-03 -3.918544e-03
## PC250 9.575628e-03 1.346593e-02 1.218393e-02 1.412420e-02 1.265033e-02
## PC251 -1.710512e-02 -6.083975e-03 -1.621806e-02 -1.762315e-02 -1.979341e-02
## PC252 -1.658418e-02 -1.532492e-02 -5.085026e-03 -1.790301e-03 -7.267134e-03
## PC253 3.042118e-02 9.305005e-03 1.318164e-02 4.588284e-03 3.942273e-03
## PC254 -2.059042e-03 4.695963e-03 3.400308e-03 -8.089211e-04 7.367751e-03
## PC255 2.632325e-03 -2.516077e-04 8.477692e-03 6.961530e-03 1.945054e-03
## PC256 -1.351116e-02 -9.380377e-03 -1.607232e-02 -1.548437e-02 -1.249084e-02
## PC257 5.711004e-04 -1.166772e-02 2.075408e-04 -1.330447e-02 -2.086078e-03
## PC258 -1.554399e-02 -6.792364e-03 -7.209489e-03 4.655623e-03 -1.262944e-02
## PC259 6.976257e-03 -2.792959e-03 1.875193e-03 -2.814983e-03 -2.668953e-03
## PC260 -8.412523e-03 4.551170e-04 1.941267e-02 -5.675216e-03 6.730606e-03
## PC261 -3.377341e-02 6.183885e-03 -1.297017e-02 -1.358729e-02 -1.470188e-02
## PC262 2.514016e-02 9.648607e-03 1.191385e-02 1.347596e-02 2.409975e-02
## PC263 7.912216e-03 1.220570e-02 9.081094e-03 7.100955e-03 3.254318e-03
## PC264 -8.870281e-03 -1.087954e-02 -7.158722e-03 -1.701176e-02 -1.617892e-02
## PC265 -1.646628e-03 1.217707e-02 7.426820e-03 3.898399e-03 8.396607e-03
## PC266 -5.797059e-03 4.108509e-03 -1.018122e-02 -3.786988e-03 -2.463412e-02
## PC267 3.866626e-03 -2.311897e-03 1.630090e-03 -1.984427e-03 -2.773774e-03
## PC268 -3.191877e-03 -8.208610e-03 1.320328e-03 1.717891e-03 1.057713e-02
## PC269 -6.749297e-03 5.191685e-03 -1.263244e-02 8.186540e-03 -1.557865e-02
## PC270 -8.404966e-03 -1.603343e-02 -1.032231e-02 -1.987849e-02 -7.135587e-03
## PC271 -1.840736e-03 -1.868880e-03 2.938018e-03 -7.789712e-03 -1.736121e-02
## PC272 -8.057852e-03 5.602483e-03 -5.154175e-03 6.489674e-04 4.647262e-04
## PC273 -2.990898e-03 1.313431e-02 9.994507e-04 7.905499e-03 -9.188266e-03
## PC274 6.729580e-03 -7.071088e-03 1.158108e-02 4.411447e-03 5.392349e-03
## PC275 2.191585e-02 1.537232e-02 1.209716e-02 1.614626e-02 1.728569e-02
## PC276 4.916484e-03 -3.056518e-03 3.545053e-03 -1.775395e-03 3.623810e-03
## PC277 9.568277e-03 7.390276e-04 1.193190e-02 -5.437704e-03 9.363600e-03
## PC278 -1.963461e-02 -8.950096e-03 -5.650618e-03 -5.109941e-03 -1.330691e-02
## PC279 -1.566181e-02 -5.251916e-03 -2.574112e-02 -2.908098e-03 -1.889153e-02
## PC280 7.125215e-03 -2.782067e-03 -5.846313e-03 -2.799102e-03 -3.763396e-03
## PC281 -1.801909e-02 -2.149896e-03 -1.689568e-02 -9.487106e-03 -1.565529e-02
## PC282 -2.322480e-03 6.143873e-03 -2.086220e-02 2.185690e-03 -1.265096e-02
## PC283 -1.231083e-02 -1.455751e-02 -2.473061e-02 -8.483740e-03 -4.333273e-03
## PC284 5.668921e-03 2.764879e-03 2.175480e-03 1.392578e-02 -4.099131e-03
## PC285 -2.636269e-03 -1.345807e-02 -7.662377e-03 -1.341305e-02 5.900986e-04
## PC286 -3.644938e-03 -3.019980e-03 -3.336563e-03 -8.828706e-03 -2.811804e-03
## PC287 -1.786362e-02 -1.831202e-02 -6.391445e-03 -1.209712e-02 -1.232452e-02
## PC288 -2.542820e-03 -8.967224e-03 6.246577e-03 -6.686400e-03 -9.366379e-03
## PC289 1.008120e-02 -1.298931e-02 -3.681015e-03 2.908725e-03 4.367539e-03
## PC290 -4.260553e-03 -6.672625e-04 -4.028054e-03 -1.940515e-03 1.072776e-03
## PC291 1.555351e-02 1.001754e-03 -5.085919e-03 -5.169229e-03 9.108281e-03
## PC292 -2.389657e-02 -2.794870e-03 -1.105721e-02 -1.084274e-02 -1.054254e-02
## PC293 2.314542e-02 8.839022e-03 3.773485e-03 5.186827e-03 1.432909e-02
## PC294 -5.782940e-03 -3.460779e-03 1.023878e-02 1.507657e-02 3.834732e-03
## PC295 -1.764559e-03 -5.850169e-03 2.547423e-03 3.804754e-03 4.562664e-03
## PC296 2.811434e-02 1.984373e-02 1.680783e-02 3.129775e-02 2.053842e-02
## PC297 2.843224e-02 8.356083e-03 2.481201e-02 1.255146e-02 2.924187e-02
## PC298 -2.245013e-02 -5.821547e-03 -1.282975e-02 -7.888033e-03 -9.781302e-03
## PC299 6.339081e-03 -1.052785e-02 5.458205e-03 -2.826089e-03 6.561596e-04
## PC300 -1.134740e-02 -4.999760e-03 -2.104361e-02 -1.058276e-03 -2.257670e-02
## PC301 9.921925e-03 -4.691447e-03 1.283750e-02 7.001647e-03 8.141063e-03
## PC302 -1.774525e-02 -1.129680e-02 -1.735567e-02 -6.759711e-03 -1.620964e-02
## PC303 -4.947836e-03 -1.575314e-02 -6.346560e-03 -1.376566e-02 7.583905e-04
## PC304 -2.539060e-02 -8.896594e-03 -6.848587e-03 -8.849140e-03 -4.822829e-03
## PC305 -7.735969e-03 -1.571887e-02 -1.970794e-03 -5.271281e-03 2.978929e-03
## PC306 2.991261e-03 7.166154e-03 -1.669858e-03 4.257081e-03 -3.422252e-03
## PC307 3.288887e-03 1.321079e-02 -4.400249e-03 -5.031919e-03 -3.459027e-03
## PC308 2.001910e-02 1.781175e-02 1.755379e-02 2.763653e-02 1.695929e-02
## PC309 -9.631303e-05 -9.516464e-03 -2.385433e-03 -1.726252e-03 -3.846142e-03
## PC310 -4.740057e-03 -2.316103e-02 -8.239903e-03 -2.577311e-02 -7.143450e-03
## PC311 -1.931809e-02 1.312605e-03 -2.040696e-02 3.076372e-03 -2.574491e-02
## PC312 3.623642e-03 2.214549e-02 -2.079492e-03 -1.632498e-03 3.423909e-03
## PC313 7.638741e-03 -1.641081e-02 1.196899e-03 -6.289402e-03 -3.190724e-03
## PC314 -7.473519e-03 -5.176818e-03 -7.684145e-04 -1.502719e-02 -4.231982e-03
## PC315 -6.528297e-03 -2.193626e-02 -4.198527e-03 5.581105e-03 3.902135e-03
## PC316 -1.815276e-02 -2.838532e-02 -1.430904e-02 -2.055644e-02 -2.167281e-02
## PC317 2.100086e-03 -4.844098e-03 5.146187e-05 -5.419366e-03 6.268000e-04
## PC318 -1.017680e-02 -5.234139e-03 -6.344523e-03 -6.905337e-03 -1.468010e-02
## PC319 5.582253e-03 3.402131e-02 2.160208e-02 1.595949e-02 6.070849e-03
## PC320 -9.658783e-03 7.249493e-03 -1.639471e-02 -6.373142e-03 -1.276293e-02
## PC321 -3.278179e-02 -2.264837e-02 -2.318910e-02 -1.706374e-02 -2.157083e-02
## PC322 1.096169e-02 2.404987e-03 9.510309e-03 7.795175e-03 6.029215e-03
## PC323 2.779592e-02 4.161259e-02 2.248458e-02 2.468439e-02 2.724054e-02
## PC324 3.372556e-03 1.403047e-02 1.064099e-02 4.535729e-03 4.817174e-03
## PC325 -1.915733e-02 -1.007190e-02 -1.493251e-02 -8.857059e-03 -1.153375e-02
## PC326 5.676492e-03 -3.752411e-03 7.638914e-04 -3.810647e-03 6.088066e-03
## PC327 1.787367e-02 1.736531e-02 1.601855e-02 -1.632167e-03 1.814461e-02
## PC328 -2.467438e-02 9.049434e-03 -1.963213e-02 -4.536003e-03 -2.497989e-02
## PC329 5.946025e-03 1.785875e-03 1.234008e-02 -3.297408e-03 7.451825e-03
## PC330 8.810194e-03 4.343150e-03 -6.762459e-03 7.818562e-05 -1.884020e-03
## PC331 -1.146325e-02 -7.519111e-03 -2.278208e-03 4.258972e-03 -6.206499e-03
## PC332 1.555926e-02 1.899446e-02 1.678393e-02 2.082192e-02 2.807350e-02
## PC333 -9.516841e-03 3.011498e-03 -7.276324e-03 -4.037785e-03 -4.832862e-03
## PC334 -4.200969e-05 -1.046078e-02 -4.735733e-03 -1.163914e-02 9.929493e-05
## PC335 7.784191e-03 2.429532e-02 6.247125e-03 1.164108e-02 1.653439e-02
## PC336 9.644366e-03 2.566692e-02 5.883886e-03 1.014770e-02 4.173137e-03
## PC337 -1.086678e-02 7.371151e-03 -3.992861e-03 -3.613040e-04 2.357511e-03
## PC338 7.898669e-03 -3.779846e-03 -2.451993e-03 9.541855e-03 6.798411e-04
## PC339 -3.572471e-03 -1.115988e-02 1.055889e-02 -3.831154e-03 7.839136e-03
## PC340 -1.854544e-02 -6.241305e-03 -2.449317e-02 -2.788841e-02 -2.428052e-02
## PC341 9.784995e-03 1.353024e-02 -3.822537e-03 9.049837e-03 -7.486253e-03
## PC342 9.956528e-03 -1.225086e-05 1.895291e-03 -4.477125e-03 1.605059e-02
## PC343 -1.054056e-02 -9.565437e-03 -1.089343e-02 -1.252487e-02 -6.551792e-03
## PC344 1.030478e-02 6.401623e-03 1.223043e-02 4.244412e-03 1.097895e-02
## PC345 -7.813022e-03 3.580637e-03 -9.527119e-03 -9.488023e-03 -1.124251e-02
## PC346 2.024833e-03 -7.767359e-03 -6.152374e-03 -4.448415e-03 -3.060575e-03
## PC347 8.128015e-03 1.233649e-02 1.724463e-03 7.856893e-03 1.018536e-02
## PC348 -2.428522e-02 3.252209e-03 -1.431881e-02 -1.027742e-02 -1.609671e-02
## PC349 -1.379466e-02 -4.237144e-03 -2.113355e-03 -2.320475e-03 -2.077804e-03
## PC350 -2.894436e-02 3.770926e-03 -1.278637e-02 1.456231e-03 -2.421043e-02
## PC351 -1.923936e-04 6.426825e-03 1.812233e-02 3.109983e-03 8.186669e-03
## PC352 1.289985e-02 -5.606134e-03 1.038865e-02 -1.327624e-03 1.151176e-02
## PC353 1.747124e-03 -2.014171e-02 -2.549463e-03 -1.562022e-02 5.581476e-03
## PC354 1.863817e-02 3.101625e-03 1.723620e-02 8.723106e-03 2.369661e-02
## PC355 1.403569e-02 2.849773e-02 1.259630e-02 1.487681e-02 7.736436e-03
## PC356 8.410920e-03 1.786048e-02 1.193628e-02 1.957402e-02 1.303827e-02
## PC357 -5.976103e-03 -7.874468e-03 -1.580755e-02 -2.011304e-02 -1.011892e-02
## FTCB GOOD GUTH HASK HINT
## PC1 6.295827e-01 6.533387e-01 6.348337e-01 6.260856e-01 6.368650e-01
## PC2 5.222469e-01 3.961200e-01 5.397121e-01 5.460609e-01 5.221038e-01
## PC3 -1.723739e-01 -1.900886e-01 -8.262311e-02 1.209679e-03 -1.595976e-01
## PC4 1.211072e-01 2.638206e-01 8.458287e-02 -2.324527e-02 1.270551e-01
## PC5 1.710403e-01 2.438719e-01 1.888567e-01 2.293735e-01 1.787500e-01
## PC6 -6.516876e-03 1.195208e-01 6.685228e-02 6.337857e-02 3.272382e-02
## PC7 1.736715e-01 -2.753715e-02 1.957880e-01 1.867858e-01 1.629271e-01
## PC8 -5.406394e-02 3.534923e-02 -6.226058e-02 -4.359231e-02 -5.496459e-02
## PC9 -2.082203e-02 -7.285816e-02 -8.227184e-03 2.603769e-02 -2.542741e-02
## PC10 1.366807e-01 6.060767e-02 1.189458e-01 8.213901e-02 1.294621e-01
## PC11 6.659534e-02 5.152971e-02 5.589700e-02 3.558578e-02 7.045669e-02
## PC12 3.815392e-02 6.714004e-02 4.691368e-02 7.834500e-02 3.526190e-02
## PC13 -3.526340e-02 -1.402146e-02 -1.528347e-02 2.630359e-02 -3.523149e-02
## PC14 -4.343764e-03 1.310632e-03 7.933716e-03 -1.544531e-02 5.628235e-03
## PC15 2.939268e-02 9.022955e-03 -4.400753e-03 -1.609277e-02 1.741372e-02
## PC16 4.381630e-02 -4.044285e-02 4.779612e-02 5.440779e-02 3.721437e-02
## PC17 -4.425753e-02 -3.674318e-02 -3.892207e-02 -5.364368e-03 -5.335684e-02
## PC18 8.785192e-03 4.245041e-03 1.083327e-02 -1.801096e-03 8.781701e-03
## PC19 3.845536e-04 5.079344e-02 -8.633670e-03 3.018372e-03 3.475436e-03
## PC20 1.545737e-02 -3.008612e-02 3.766534e-04 -4.059279e-03 1.372862e-02
## PC21 -6.105603e-03 -1.325964e-02 -1.716966e-02 -9.933271e-03 -1.310245e-02
## PC22 6.704926e-02 7.105202e-04 5.895243e-02 2.331213e-02 5.707140e-02
## PC23 -9.178954e-03 -4.878975e-03 -2.483703e-02 -3.000044e-02 -1.144139e-02
## PC24 -1.023599e-02 3.634934e-02 -1.077259e-02 -3.899873e-02 3.390812e-03
## PC25 2.814385e-02 5.842539e-02 1.851265e-02 -5.329504e-03 3.544587e-02
## PC26 -2.373111e-02 2.770845e-02 -1.672562e-02 1.324868e-03 -1.661272e-02
## PC27 3.467924e-02 5.116684e-02 2.784621e-02 2.036839e-02 3.722464e-02
## PC28 1.071085e-02 -1.140380e-02 3.247035e-02 7.064481e-02 1.104085e-02
## PC29 2.502053e-02 -1.364709e-02 5.166388e-02 5.952317e-02 2.769041e-02
## PC30 2.422222e-02 2.876441e-02 1.504379e-02 4.799957e-03 2.344395e-02
## PC31 -7.204046e-03 -3.974329e-02 1.344567e-02 2.029123e-02 -2.551715e-03
## PC32 -6.107591e-03 1.801288e-03 1.144627e-02 2.976461e-03 4.794885e-04
## PC33 -1.827113e-02 -1.745732e-02 -1.575367e-02 1.421422e-02 -1.532079e-02
## PC34 -3.048021e-03 -5.334563e-02 4.595579e-03 5.136819e-03 -1.296215e-03
## PC35 -1.899791e-02 1.756126e-02 -2.206675e-02 -1.378298e-02 -1.819783e-02
## PC36 1.288474e-02 -4.446634e-04 1.794736e-02 1.383013e-02 1.232961e-02
## PC37 3.319309e-03 1.756589e-02 1.440112e-02 2.266129e-02 1.226306e-02
## PC38 1.092050e-02 -4.298618e-03 2.376254e-02 4.583407e-02 2.270627e-02
## PC39 4.580204e-02 3.815217e-02 4.345935e-02 5.770294e-03 5.028530e-02
## PC40 1.248842e-03 1.551879e-02 2.238048e-04 -7.460419e-03 8.159821e-03
## PC41 -1.733110e-03 -1.796422e-02 6.672886e-03 3.670536e-02 -3.632611e-04
## PC42 -1.944861e-03 1.073986e-02 -1.951446e-03 7.726764e-03 6.363316e-03
## PC43 -2.255131e-02 8.141506e-03 -2.771018e-02 -2.632109e-02 -2.441276e-02
## PC44 -6.954869e-02 -4.405602e-02 -7.444992e-02 -6.639177e-02 -7.455112e-02
## PC45 4.232620e-02 2.368249e-02 4.182633e-02 4.113699e-02 3.997800e-02
## PC46 -1.702770e-02 -7.366092e-03 3.362166e-03 1.983181e-03 -1.033648e-02
## PC47 2.941696e-02 7.777423e-03 1.885863e-02 -1.345062e-02 3.186676e-02
## PC48 -5.521495e-03 -2.484528e-02 -1.490711e-02 -2.241506e-02 -5.199243e-03
## PC49 -2.994040e-02 -8.857752e-03 -3.601388e-02 -3.615785e-02 -2.924050e-02
## PC50 5.707770e-03 1.591438e-02 2.404778e-02 4.045808e-02 1.223814e-02
## PC51 2.054988e-02 4.847587e-02 4.783528e-03 8.267998e-04 1.970146e-02
## PC52 -4.953473e-02 7.470962e-03 -3.351546e-02 -1.517453e-02 -3.904134e-02
## PC53 2.457189e-02 3.574206e-02 2.430269e-02 -1.495850e-03 2.529642e-02
## PC54 -4.142061e-02 -1.663951e-02 -3.970828e-02 -3.651403e-02 -3.395591e-02
## PC55 -5.315254e-02 -2.406717e-02 -2.712720e-02 -5.700095e-03 -3.826397e-02
## PC56 -5.971562e-03 5.553671e-03 -1.199449e-02 -1.962966e-02 -1.191439e-02
## PC57 2.402894e-02 9.420087e-03 1.584440e-02 2.657048e-03 2.054972e-02
## PC58 -1.459696e-02 -1.454195e-02 -1.803673e-02 -8.099311e-03 -2.192830e-02
## PC59 3.151529e-03 -1.034299e-02 6.814081e-03 2.750671e-03 2.350263e-03
## PC60 3.500979e-02 2.128822e-02 3.544688e-02 5.980583e-02 3.214211e-02
## PC61 -2.620616e-02 -1.080309e-02 -1.982838e-02 3.217658e-03 -2.298917e-02
## PC62 1.416835e-02 -2.933665e-02 1.158075e-02 -1.359204e-03 9.845372e-03
## PC63 1.174087e-02 -4.005805e-03 1.043332e-02 7.906567e-03 6.998032e-03
## PC64 -6.947151e-03 5.102665e-03 -2.609042e-02 -2.813744e-02 -8.690436e-03
## PC65 5.938044e-05 -1.408717e-02 -4.448198e-03 -2.225509e-02 -2.332677e-03
## PC66 -1.550069e-03 -2.867632e-02 9.670727e-03 1.367495e-02 -6.744890e-03
## PC67 1.702730e-02 1.788481e-02 1.484923e-02 6.035484e-03 2.126175e-02
## PC68 -4.135729e-03 -2.217751e-02 6.925290e-04 -8.340247e-03 -7.242507e-03
## PC69 -9.532085e-03 -1.173017e-02 -2.489024e-03 2.035043e-02 -1.167886e-02
## PC70 6.557298e-03 1.250859e-03 -7.802075e-03 -2.553955e-02 1.621892e-04
## PC71 -2.174167e-02 2.780563e-03 -7.090175e-03 1.095587e-02 -1.749240e-02
## PC72 1.746829e-02 2.961493e-03 2.343949e-02 1.824741e-02 1.904800e-02
## PC73 -3.945358e-03 2.733822e-02 -1.228620e-02 -1.396571e-02 -1.496733e-03
## PC74 -2.752196e-02 -3.881552e-03 -1.860453e-02 -1.328936e-02 -2.476816e-02
## PC75 -2.524820e-02 -1.073865e-02 -3.048902e-02 -1.604458e-02 -2.227158e-02
## PC76 7.244004e-04 6.666571e-03 1.217698e-03 -7.037024e-03 6.773382e-03
## PC77 -6.624639e-03 8.793309e-03 6.914232e-03 2.528127e-02 -1.563058e-04
## PC78 1.539804e-02 3.275824e-02 1.356760e-02 -4.528300e-03 7.503572e-03
## PC79 -1.101885e-03 1.837747e-02 -1.163457e-02 6.797943e-04 -4.378386e-03
## PC80 1.468230e-03 1.179576e-02 -1.174573e-02 -1.597363e-02 -7.618766e-03
## PC81 -2.352246e-03 1.786143e-02 5.741478e-03 -9.042036e-03 7.735739e-03
## PC82 1.980902e-02 2.238857e-02 1.267599e-02 1.677945e-02 2.240266e-02
## PC83 1.141042e-02 1.016798e-02 1.261017e-02 7.910783e-03 2.027041e-02
## PC84 1.197921e-02 4.027914e-03 8.734874e-03 9.976019e-03 1.417578e-02
## PC85 -1.607355e-02 5.331698e-03 -4.201312e-03 2.723988e-02 -9.531639e-03
## PC86 -2.399528e-02 -1.420157e-02 -1.953173e-02 -1.730643e-03 -3.214984e-02
## PC87 -2.715214e-02 -2.102955e-02 -3.267623e-02 -4.541133e-02 -2.438493e-02
## PC88 -4.677771e-02 -2.708471e-02 -2.810872e-02 9.838107e-04 -4.220293e-02
## PC89 -2.165706e-03 -2.558082e-02 -1.029207e-03 -2.450369e-02 -1.007451e-02
## PC90 -1.573401e-03 -1.583943e-02 -1.858130e-02 -1.608547e-02 -4.539943e-03
## PC91 -7.458594e-03 -1.377484e-02 -1.500139e-02 -4.556649e-03 -1.337447e-02
## PC92 -1.807096e-02 -1.421794e-02 -2.468752e-03 1.210679e-02 -1.630077e-02
## PC93 4.960734e-03 -1.444367e-02 1.486688e-02 3.120007e-02 5.797225e-03
## PC94 -1.092667e-02 -2.995490e-02 -9.305216e-03 -7.887447e-03 -1.870701e-02
## PC95 -2.024140e-02 1.079914e-02 -3.904411e-03 -3.995833e-03 -1.406530e-02
## PC96 2.936418e-02 -5.208175e-03 2.531652e-02 4.808823e-03 2.314041e-02
## PC97 1.948149e-02 7.112489e-03 4.964281e-03 1.503865e-02 1.286789e-02
## PC98 -1.585997e-03 -3.151746e-03 4.050333e-03 -8.007719e-03 5.957643e-03
## PC99 -4.897264e-03 -2.008517e-02 -2.687670e-03 4.989771e-03 -1.054036e-02
## PC100 2.577306e-02 2.259629e-02 1.269819e-02 -6.896805e-03 3.001623e-02
## PC101 -1.355532e-02 2.175634e-02 8.462437e-03 2.998487e-02 -9.046376e-03
## PC102 9.615902e-03 -2.149612e-03 2.420525e-02 2.009833e-02 1.228231e-02
## PC103 1.865537e-02 2.810130e-02 2.786006e-02 3.166046e-02 3.096931e-02
## PC104 6.352814e-03 8.478432e-03 6.013088e-03 2.023177e-02 4.252827e-03
## PC105 -2.952834e-04 -2.723393e-03 2.556899e-03 1.230434e-02 2.348231e-03
## PC106 2.471051e-02 -5.544804e-03 2.735595e-02 1.597373e-03 2.920598e-02
## PC107 -1.888762e-02 -6.166341e-03 -1.962614e-02 -1.198453e-02 -2.577360e-02
## PC108 -2.015656e-02 -1.397123e-02 -2.116139e-02 -3.710424e-02 -1.770839e-02
## PC109 -1.741052e-02 -3.208535e-02 -1.790589e-02 -1.079047e-02 -2.185477e-02
## PC110 -2.107931e-03 3.685898e-02 -1.565867e-02 -9.751310e-03 -5.520694e-03
## PC111 1.431637e-02 -1.823218e-03 7.987839e-03 3.023480e-03 7.602977e-03
## PC112 -2.177797e-02 -3.009753e-02 -1.416971e-02 2.443884e-03 -1.719467e-02
## PC113 -6.334526e-04 -1.144811e-02 -9.879786e-03 -3.129642e-02 3.573879e-03
## PC114 2.866151e-02 3.664740e-04 2.678249e-02 3.358421e-02 2.621307e-02
## PC115 2.721489e-02 3.211610e-02 1.952990e-02 3.256568e-02 2.933876e-02
## PC116 -7.344665e-03 -6.307777e-03 -4.269734e-03 1.331780e-03 -1.818288e-03
## PC117 -2.094383e-02 -2.244528e-02 -3.179517e-03 1.376801e-02 -1.962099e-02
## PC118 6.119982e-03 -8.678471e-04 4.360376e-03 2.134596e-02 -1.050884e-03
## PC119 4.716331e-03 -2.970031e-04 -6.378489e-03 -2.159398e-02 -4.293443e-04
## PC120 5.329087e-03 -2.369314e-03 3.390250e-03 6.923438e-03 1.760210e-03
## PC121 6.414278e-03 -1.291976e-03 -9.337544e-03 2.691837e-04 -6.281390e-03
## PC122 8.719985e-03 2.068179e-02 1.939622e-03 -4.460070e-03 1.218684e-02
## PC123 1.160673e-02 1.749988e-02 4.413370e-03 7.227535e-04 1.091963e-02
## PC124 -1.210979e-02 -3.141900e-02 -1.941892e-03 1.610331e-02 -1.592644e-02
## PC125 -3.474838e-03 -1.285686e-02 6.329720e-04 2.103639e-02 -5.012788e-03
## PC126 -1.145785e-02 1.210014e-02 -5.328399e-03 6.296389e-03 -1.509615e-02
## PC127 5.786348e-03 2.238205e-02 1.307362e-03 1.582462e-02 4.788127e-03
## PC128 9.267556e-03 -9.664339e-03 8.911399e-04 -4.032470e-03 -7.203084e-05
## PC129 2.187369e-02 3.273324e-03 1.309020e-02 1.838172e-02 2.112570e-02
## PC130 -1.024136e-02 -6.443038e-03 -7.586248e-04 3.722014e-03 -5.748099e-03
## PC131 -1.592413e-02 2.006221e-02 -8.886268e-03 5.555087e-04 -1.767948e-02
## PC132 -1.202822e-02 2.246823e-03 -1.856507e-02 -1.964471e-02 -1.567414e-02
## PC133 8.191527e-03 1.823371e-02 8.797751e-03 1.063516e-02 1.316073e-02
## PC134 -3.508495e-02 -1.391676e-02 -3.615029e-02 -3.278694e-02 -3.631823e-02
## PC135 -8.578352e-03 -1.564536e-02 -2.485514e-02 -3.586326e-02 -1.622744e-02
## PC136 3.888768e-03 -2.213413e-03 1.037294e-02 1.901637e-02 7.586041e-03
## PC137 2.200345e-02 -1.075673e-02 2.289740e-02 2.375059e-02 2.407352e-02
## PC138 1.090994e-02 7.012537e-03 8.340224e-03 1.071502e-02 1.165390e-02
## PC139 1.863307e-03 9.406511e-04 7.578760e-03 7.429814e-03 7.919563e-04
## PC140 1.231926e-02 -4.557267e-03 9.985385e-03 1.277537e-02 1.328482e-02
## PC141 7.088201e-03 4.374270e-03 1.731653e-02 2.163128e-02 5.690470e-03
## PC142 7.198390e-03 -3.199542e-02 5.828463e-03 9.343640e-03 3.685586e-03
## PC143 3.869341e-02 1.584672e-02 5.431931e-02 3.784982e-02 4.337115e-02
## PC144 -1.070266e-02 -2.128901e-02 -1.169934e-02 -9.276308e-03 -2.038687e-02
## PC145 -2.319285e-02 -2.146666e-02 -6.441175e-03 -3.854664e-03 -1.694808e-02
## PC146 -3.184290e-02 -2.168055e-03 -2.851636e-02 -1.562073e-02 -3.026920e-02
## PC147 -1.701230e-03 5.611387e-03 -1.230749e-02 -2.453785e-02 8.702549e-04
## PC148 1.338246e-02 -4.020221e-04 8.768483e-03 1.717563e-02 6.802419e-03
## PC149 8.259856e-03 2.578509e-02 -4.906889e-03 -8.717114e-03 8.269710e-03
## PC150 -2.182037e-02 -3.256580e-02 -2.275655e-02 -2.450168e-02 -2.682636e-02
## PC151 1.006405e-02 1.050034e-02 3.110003e-03 6.665589e-03 1.128797e-02
## PC152 1.685056e-05 -1.878782e-03 -2.449767e-03 8.553990e-03 -1.196580e-03
## PC153 -1.240722e-02 9.388253e-03 -6.883385e-03 -1.406209e-02 -6.385078e-03
## PC154 8.510275e-03 7.530366e-03 2.386383e-03 -5.585195e-03 6.135466e-03
## PC155 -1.264147e-02 3.892635e-03 -3.733957e-03 9.683884e-03 -1.582773e-02
## PC156 2.225060e-02 -2.549311e-03 2.660709e-02 1.982254e-02 2.757783e-02
## PC157 1.249460e-02 -2.325453e-04 1.028048e-02 -4.870208e-03 9.543209e-03
## PC158 -5.196543e-03 -1.983734e-02 -1.951377e-02 -1.056391e-02 -1.136463e-02
## PC159 1.177848e-02 2.515958e-02 4.527722e-03 7.767466e-03 9.687486e-03
## PC160 -2.255724e-02 -1.977832e-02 -2.502783e-02 -2.628212e-02 -2.295549e-02
## PC161 -1.122544e-02 3.634632e-03 -8.421856e-03 -6.619352e-03 -1.641081e-02
## PC162 2.988544e-03 -1.487785e-02 1.518682e-03 2.273883e-03 2.834745e-03
## PC163 -1.784294e-02 7.958875e-03 -1.419270e-02 -1.466289e-02 -1.541303e-02
## PC164 3.212061e-03 1.638323e-02 1.106730e-02 8.599533e-03 1.285909e-02
## PC165 5.028284e-03 1.018259e-03 6.395788e-03 1.162805e-02 -1.426980e-03
## PC166 9.477154e-03 -3.756113e-03 1.367817e-02 8.420059e-03 1.011582e-02
## PC167 1.589586e-02 1.072271e-02 2.925281e-02 1.705373e-02 2.324614e-02
## PC168 -2.498501e-03 -7.355731e-04 -1.871006e-02 -1.579286e-02 -1.314553e-02
## PC169 -9.387352e-03 -8.683274e-03 8.023703e-03 1.582566e-02 3.657094e-03
## PC170 -2.078781e-02 9.221645e-04 -1.426577e-02 -1.013833e-02 -1.892480e-02
## PC171 1.358840e-02 1.448872e-02 1.650265e-02 1.144903e-02 1.267961e-02
## PC172 2.173993e-03 -1.175682e-02 5.020582e-03 -5.490452e-04 4.086894e-03
## PC173 9.411200e-04 2.292618e-02 1.473791e-02 9.797420e-03 8.762289e-03
## PC174 2.327024e-02 3.507011e-02 2.088635e-02 1.922755e-02 2.706970e-02
## PC175 1.471619e-03 1.333554e-02 1.136002e-02 2.197767e-02 7.299388e-03
## PC176 4.820819e-02 3.802212e-02 5.332054e-02 4.598210e-02 4.981090e-02
## PC177 -1.931357e-02 -2.079562e-02 -3.186564e-02 -2.107888e-02 -2.249306e-02
## PC178 1.300895e-03 1.848796e-03 9.027673e-04 5.287251e-03 4.322202e-03
## PC179 -6.605930e-03 1.600759e-02 -5.213993e-03 -1.992688e-03 -1.197841e-02
## PC180 6.229224e-03 1.596960e-02 -5.982371e-03 -7.906531e-03 7.238208e-04
## PC181 1.329764e-04 4.887435e-03 1.649821e-03 1.679824e-03 7.752697e-03
## PC182 -1.885128e-02 -8.648572e-03 -4.818359e-03 2.136051e-03 -7.977250e-03
## PC183 -1.043810e-02 -3.282832e-03 -1.688597e-02 -2.703351e-02 -1.376157e-02
## PC184 -3.135611e-03 8.204868e-03 3.775889e-04 1.230453e-03 2.470863e-03
## PC185 -5.299071e-03 1.337120e-02 -4.143681e-03 5.137400e-03 -2.586228e-03
## PC186 -5.788277e-04 1.083471e-02 3.315498e-03 1.497521e-02 -1.044844e-03
## PC187 -2.115994e-04 -1.389809e-03 -6.081356e-03 2.079731e-02 -3.151331e-03
## PC188 1.179251e-03 6.228818e-03 6.302372e-03 1.011909e-03 6.069934e-03
## PC189 6.222914e-03 -8.272623e-03 1.776005e-02 4.316149e-03 6.106072e-03
## PC190 1.991718e-03 1.244639e-02 8.665032e-04 7.062057e-03 4.031640e-03
## PC191 -1.860437e-02 -1.103555e-02 -2.516990e-02 -1.641839e-02 -2.198462e-02
## PC192 1.772520e-02 3.250124e-02 2.095421e-02 2.241179e-02 2.211490e-02
## PC193 6.529823e-03 -8.282380e-04 8.565086e-03 1.416342e-02 1.176456e-02
## PC194 -5.854563e-03 1.488229e-02 -7.619451e-04 2.812108e-04 -4.966155e-03
## PC195 -6.549221e-03 5.062194e-03 2.812278e-03 9.088838e-03 -3.730081e-03
## PC196 -1.995325e-02 -1.946531e-02 -2.917541e-02 -2.117883e-02 -2.354302e-02
## PC197 2.255669e-02 3.488930e-02 1.516944e-02 -8.473228e-03 3.129253e-02
## PC198 -5.986043e-04 1.511188e-02 1.241502e-02 4.411139e-03 6.330480e-03
## PC199 1.589688e-02 4.234593e-03 1.042393e-02 1.179970e-02 1.245295e-02
## PC200 -9.239649e-03 -1.172593e-02 2.726598e-03 4.193135e-03 -7.696025e-03
## PC201 -5.335055e-03 -3.030271e-02 -9.839689e-03 -9.745499e-03 -1.096305e-02
## PC202 5.008890e-03 -3.502789e-03 8.233569e-03 1.449337e-02 1.035181e-02
## PC203 -7.058914e-03 -1.168064e-02 -1.504333e-02 -1.481424e-02 -1.704566e-02
## PC204 6.790420e-03 -1.213801e-03 1.059567e-02 -1.327569e-03 1.066603e-02
## PC205 -4.122231e-02 -3.142528e-02 -3.489586e-02 -1.102298e-02 -4.431530e-02
## PC206 -6.074733e-03 1.201001e-02 -7.092110e-03 2.819839e-03 3.432283e-04
## PC207 -8.445795e-03 -1.956862e-04 -6.247698e-03 8.669020e-04 -3.321741e-03
## PC208 6.567397e-03 1.811837e-02 1.870013e-02 1.929918e-02 9.448279e-03
## PC209 1.578905e-02 1.572004e-02 2.877345e-03 5.397588e-03 1.560346e-02
## PC210 5.989244e-03 -8.944874e-03 7.311592e-03 1.238215e-02 6.839914e-03
## PC211 2.662278e-02 2.261182e-02 1.441432e-02 8.363600e-03 2.466691e-02
## PC212 1.688877e-02 4.403590e-03 2.603382e-02 2.632012e-02 2.014089e-02
## PC213 1.391903e-02 3.974862e-03 1.583028e-02 1.456224e-02 1.033967e-02
## PC214 -2.280754e-02 -7.416230e-03 -2.268128e-02 -6.113906e-03 -1.936788e-02
## PC215 -7.375902e-03 -2.823577e-02 -1.176360e-02 -8.437196e-03 -3.492829e-03
## PC216 -8.596616e-04 1.409299e-02 -3.395866e-03 -1.471445e-02 3.720647e-03
## PC217 -3.115615e-03 -1.431205e-03 1.327011e-02 -1.003434e-04 -3.755688e-05
## PC218 3.960455e-03 -1.535749e-02 -4.954377e-03 -1.643667e-02 -9.663474e-05
## PC219 -5.804054e-03 -6.657120e-03 -8.292554e-03 -7.975153e-03 -6.761211e-03
## PC220 2.451856e-02 -4.904907e-03 2.139686e-02 1.385941e-02 2.658592e-02
## PC221 1.547865e-02 -2.254494e-03 1.014670e-02 1.560286e-02 8.233404e-03
## PC222 -1.294382e-02 -1.611018e-02 -1.363878e-02 -8.340621e-03 -1.820292e-02
## PC223 -5.697546e-03 -1.440398e-02 -1.098424e-02 -1.456544e-02 -8.280817e-03
## PC224 6.255789e-03 1.667620e-02 8.873107e-03 -9.938675e-03 6.443147e-03
## PC225 -2.488351e-03 -3.500297e-03 -4.078100e-03 3.698243e-03 -3.802480e-03
## PC226 3.945128e-03 2.024689e-02 2.613916e-03 9.960544e-03 3.766767e-03
## PC227 5.990754e-03 5.326173e-03 1.726265e-03 -7.484618e-03 5.115528e-03
## PC228 -1.775730e-02 -9.083503e-03 -2.108936e-02 -1.499733e-02 -1.511970e-02
## PC229 1.274356e-02 2.048864e-02 1.175635e-02 8.067779e-03 1.634546e-02
## PC230 -2.312066e-02 -2.125826e-02 -1.554906e-02 -7.266843e-03 -1.634075e-02
## PC231 1.463252e-02 -5.190919e-03 1.976361e-02 1.921291e-02 2.521167e-02
## PC232 3.552172e-03 -8.350108e-03 6.742859e-03 -2.227945e-03 3.939718e-03
## PC233 5.508072e-04 -5.958561e-04 1.350161e-02 1.663345e-02 7.067324e-03
## PC234 -3.145040e-03 3.975575e-03 -2.103557e-02 -2.284858e-02 -3.469821e-03
## PC235 -9.777434e-03 -8.785083e-03 -1.255552e-02 -3.995676e-03 -8.473052e-03
## PC236 2.637047e-03 1.342078e-02 1.543819e-02 1.446181e-02 4.342776e-03
## PC237 -6.977067e-03 1.361421e-02 -6.838566e-03 -7.586900e-03 -3.825698e-03
## PC238 4.260135e-03 1.221382e-02 1.050511e-02 3.178855e-03 3.423596e-03
## PC239 -1.525047e-02 -5.550798e-03 -5.302492e-03 -1.112823e-02 -1.750585e-02
## PC240 1.384960e-02 2.169459e-03 8.653152e-03 1.827932e-02 8.434865e-03
## PC241 -1.017591e-02 -3.361035e-03 -1.014896e-02 -1.988689e-03 -8.746853e-03
## PC242 1.301958e-03 1.285921e-02 -4.043788e-04 1.014914e-02 5.653186e-04
## PC243 -2.253164e-02 -1.358740e-02 -2.238917e-02 -1.575104e-02 -1.825228e-02
## PC244 -2.022462e-02 2.589998e-03 -1.651953e-02 -4.357996e-03 -2.132731e-02
## PC245 -9.931090e-03 -5.951570e-03 -1.295964e-02 -3.248869e-03 -1.481782e-02
## PC246 1.014783e-02 -1.033151e-02 1.459202e-02 8.566833e-03 8.375019e-03
## PC247 -7.201614e-03 -2.766758e-03 3.788709e-03 -8.135310e-03 6.257160e-04
## PC248 1.041440e-02 1.498839e-02 1.124727e-02 4.319571e-03 1.020112e-02
## PC249 -1.167375e-02 -5.472417e-03 -1.502153e-02 7.136581e-04 -5.633077e-03
## PC250 8.291834e-03 1.235344e-02 8.884159e-03 8.017535e-03 9.846239e-03
## PC251 -2.048653e-02 -2.825812e-02 -1.524559e-02 -1.517214e-02 -1.931809e-02
## PC252 -1.112914e-02 -3.250460e-02 -9.132407e-05 -8.158809e-03 -6.327018e-03
## PC253 2.125152e-02 2.315721e-02 1.401755e-02 1.204231e-02 1.759559e-02
## PC254 2.975396e-03 6.388541e-03 2.591697e-03 -8.364139e-04 4.564403e-03
## PC255 4.034374e-03 2.372814e-03 1.417793e-02 9.518700e-03 4.920685e-03
## PC256 -8.034049e-03 4.430995e-03 -1.819710e-02 -9.004968e-03 -2.076819e-02
## PC257 -1.085010e-02 5.942781e-03 -1.259232e-02 -1.621698e-02 -7.852773e-03
## PC258 -9.013804e-03 -1.571169e-02 -9.112148e-03 -5.750934e-03 -5.920016e-03
## PC259 4.129863e-03 -1.367430e-02 1.819502e-03 -6.789985e-03 7.507920e-03
## PC260 -3.277485e-03 6.359631e-05 1.072925e-02 1.083182e-02 1.570065e-03
## PC261 -1.663411e-02 -3.536582e-02 -8.193941e-04 1.416934e-04 -1.393209e-02
## PC262 1.779900e-02 1.616909e-02 1.801626e-02 2.461653e-03 1.531174e-02
## PC263 8.554191e-03 2.889324e-03 6.733704e-03 4.050297e-03 7.944295e-03
## PC264 -5.598748e-03 -1.037251e-02 -6.318790e-03 -1.363396e-02 -9.920148e-03
## PC265 5.561703e-03 -6.424175e-04 1.031793e-02 7.060376e-03 -1.543406e-03
## PC266 -3.521754e-03 -1.321163e-02 -9.347387e-03 7.765659e-04 -1.163100e-02
## PC267 1.868991e-02 -7.498513e-03 4.501162e-03 -9.008085e-03 1.146520e-02
## PC268 -1.183206e-02 1.185432e-02 -5.337867e-03 -1.513021e-02 -5.488402e-03
## PC269 -1.094182e-02 -1.250902e-02 -7.828558e-04 7.496077e-03 -5.952139e-03
## PC270 -9.805949e-03 5.538318e-03 -1.948742e-02 -1.578451e-02 -8.284028e-03
## PC271 -1.308260e-02 -1.562359e-02 -9.007269e-03 3.527746e-03 -8.377322e-03
## PC272 -2.499777e-03 -5.826584e-03 -3.279379e-03 -1.413109e-03 -1.940784e-03
## PC273 2.827408e-03 1.186692e-03 7.411719e-03 1.080234e-02 1.570811e-03
## PC274 6.435630e-03 -2.527411e-03 8.135599e-03 5.412850e-04 1.166700e-02
## PC275 1.832186e-02 6.401624e-04 1.623774e-02 1.248749e-02 1.699834e-02
## PC276 1.650624e-03 4.203745e-03 8.514761e-04 -2.671009e-03 1.470340e-03
## PC277 3.531441e-03 8.284925e-03 3.991551e-03 -1.795741e-03 1.161726e-02
## PC278 -2.038864e-02 -1.178262e-02 -1.150800e-02 -1.649620e-02 -1.253960e-02
## PC279 -1.845364e-02 -9.598443e-03 -1.148621e-02 -4.193013e-05 -1.824939e-02
## PC280 -8.632589e-03 -2.627566e-03 -4.878407e-03 -7.348993e-03 -7.996903e-03
## PC281 -1.606527e-02 3.156569e-03 -1.148315e-02 -4.541858e-03 -1.831832e-02
## PC282 3.098047e-03 -1.366198e-02 -9.802551e-03 3.667782e-03 -8.357812e-03
## PC283 -2.577306e-02 -3.468956e-03 -2.767086e-02 -8.171471e-03 -2.924693e-02
## PC284 2.290904e-03 -2.141733e-03 4.707425e-04 9.472715e-03 3.947233e-03
## PC285 -9.492050e-03 1.687980e-02 -1.009711e-02 -1.959979e-02 -1.072968e-02
## PC286 7.653851e-04 -6.442240e-03 -2.544360e-04 -3.427308e-03 -5.422355e-03
## PC287 -1.213225e-02 -1.500354e-02 -1.374365e-02 -1.485706e-02 -1.159440e-02
## PC288 -2.927041e-03 -3.460620e-03 -1.763133e-02 -5.872607e-03 -8.024524e-03
## PC289 1.402385e-02 1.674822e-03 2.454466e-03 5.156485e-03 1.079190e-02
## PC290 -4.997561e-03 4.493356e-03 -1.030739e-02 -5.589890e-03 -1.031224e-02
## PC291 -2.469087e-03 1.697603e-02 -4.338749e-03 1.058556e-02 1.330370e-03
## PC292 -2.500564e-02 -7.815045e-03 -2.241069e-02 -5.959196e-03 -2.629987e-02
## PC293 2.029535e-02 9.330257e-03 5.997652e-03 -2.714690e-03 8.717076e-03
## PC294 -2.454455e-03 -9.247137e-03 5.180813e-04 -2.438953e-03 -1.344272e-03
## PC295 -1.273844e-03 -1.942510e-02 2.177492e-03 6.285509e-03 -9.409583e-04
## PC296 2.733075e-02 2.031374e-02 2.664994e-02 2.229929e-02 2.874703e-02
## PC297 2.689534e-02 2.692097e-02 2.330357e-02 1.309980e-02 2.633982e-02
## PC298 -2.894711e-02 -2.082662e-02 -2.299827e-02 -5.055295e-03 -3.204280e-02
## PC299 -6.307130e-03 -1.381419e-02 -6.619212e-03 -1.323672e-02 -1.124208e-03
## PC300 -2.007546e-03 3.836063e-03 -4.628938e-03 -7.471569e-03 -4.249267e-03
## PC301 1.005676e-02 1.299885e-02 6.694040e-03 1.579085e-03 8.249309e-03
## PC302 -9.003407e-03 -1.371788e-03 -8.499601e-03 -1.920941e-02 -1.083968e-02
## PC303 -5.658924e-03 -5.433417e-03 -1.389367e-02 -1.445410e-02 -1.551365e-02
## PC304 -1.843211e-02 -9.590127e-03 -9.030906e-03 -1.513678e-03 -9.078165e-03
## PC305 -3.781881e-04 6.953027e-03 -5.694085e-03 -1.062910e-02 -5.199484e-03
## PC306 6.971179e-03 -4.675931e-03 6.446187e-03 -1.584117e-03 2.870591e-03
## PC307 -9.222592e-04 2.136901e-02 -1.129754e-02 7.559189e-03 -1.099292e-02
## PC308 2.772605e-02 3.712588e-03 2.893497e-02 1.448635e-02 2.277855e-02
## PC309 3.120360e-03 -2.447067e-03 8.605451e-04 -1.255067e-02 4.320605e-03
## PC310 -9.908650e-03 -2.384253e-03 -1.841459e-02 -2.689001e-02 -9.998026e-03
## PC311 -1.104411e-02 -2.862241e-02 -1.002711e-02 9.079894e-05 -1.371617e-02
## PC312 1.244107e-02 2.519840e-03 4.390934e-03 8.460415e-03 5.155451e-03
## PC313 2.492734e-03 -1.147121e-02 -4.008929e-03 -1.063444e-02 9.073520e-04
## PC314 -2.854534e-03 3.993922e-03 -1.299478e-02 -6.528572e-03 -1.014674e-02
## PC315 -1.526977e-02 3.869246e-03 -5.909130e-03 -8.562915e-03 -1.154539e-02
## PC316 -1.571136e-02 -9.160790e-03 -2.186615e-02 -2.476719e-02 -1.765965e-02
## PC317 6.855098e-03 -8.631647e-03 1.653701e-03 -6.459490e-03 1.350976e-04
## PC318 -1.085837e-02 -1.178070e-02 -9.942070e-03 -7.706999e-03 -1.145168e-02
## PC319 1.235587e-02 8.013991e-03 2.343764e-02 3.412357e-02 9.695013e-03
## PC320 -1.332470e-02 -1.032133e-02 -1.391367e-02 -3.045596e-03 -1.276296e-02
## PC321 -2.168499e-02 -2.331704e-02 -1.572323e-02 -1.722924e-02 -2.862373e-02
## PC322 1.691104e-02 1.058665e-02 7.693104e-03 1.426643e-02 1.289132e-02
## PC323 3.677386e-02 2.033499e-02 3.730636e-02 2.838813e-02 3.322867e-02
## PC324 8.719056e-03 -1.038035e-03 6.585388e-03 1.329816e-02 6.650304e-03
## PC325 -1.801615e-02 -6.226665e-03 -1.784741e-02 -9.212073e-03 -1.675582e-02
## PC326 2.564212e-03 -8.024155e-03 -3.658297e-03 -2.379091e-03 5.597990e-04
## PC327 1.628582e-02 1.277940e-02 1.123823e-02 1.230110e-02 7.952784e-03
## PC328 -1.440158e-02 -3.695298e-03 -1.588457e-02 9.096388e-03 -2.096602e-02
## PC329 7.942214e-03 1.214113e-03 5.439949e-03 -1.048227e-04 1.151043e-02
## PC330 5.193975e-04 8.601128e-03 -1.703011e-03 1.329174e-02 -3.029984e-04
## PC331 4.829296e-04 -1.019452e-02 -3.909137e-03 2.913117e-03 -6.716736e-03
## PC332 1.807271e-02 2.685693e-02 2.662474e-02 1.207830e-02 2.226979e-02
## PC333 -4.193963e-03 4.472789e-03 -1.236103e-03 3.897499e-03 -7.137204e-03
## PC334 -3.034952e-03 -8.085607e-03 -1.280080e-02 -5.165452e-03 -3.187207e-04
## PC335 6.182154e-03 1.141131e-02 1.003714e-02 1.543622e-02 4.935612e-03
## PC336 1.382429e-02 1.271110e-02 8.262034e-03 1.182650e-02 1.233815e-02
## PC337 -7.777784e-03 -4.267463e-03 2.143773e-03 2.521739e-03 -6.459388e-03
## PC338 9.046694e-03 4.739782e-03 2.685182e-03 6.663138e-03 -4.137834e-03
## PC339 5.188308e-03 6.228267e-03 2.132112e-03 -1.602962e-02 8.871617e-03
## PC340 -2.068392e-02 -1.482619e-02 -2.294387e-02 -1.120588e-02 -1.811077e-02
## PC341 1.111161e-02 -1.345867e-02 6.621106e-03 7.460403e-03 8.463126e-04
## PC342 1.022966e-02 -2.004610e-03 1.420734e-02 -6.230668e-03 1.051763e-02
## PC343 -7.751510e-03 -5.333786e-03 -6.267764e-03 -1.267786e-02 -4.281833e-03
## PC344 1.726378e-02 1.285708e-02 1.810997e-02 4.027401e-03 1.869265e-02
## PC345 -8.187013e-03 -6.128984e-03 -1.591974e-03 5.480470e-03 -1.204185e-02
## PC346 -1.157562e-02 -3.105001e-03 -7.328815e-03 8.949009e-04 -5.957785e-03
## PC347 1.100253e-02 4.009851e-03 9.262110e-03 1.598065e-02 9.282466e-03
## PC348 -2.069628e-02 -3.892748e-03 -1.151884e-02 -5.020104e-03 -1.881321e-02
## PC349 -1.632110e-02 -7.722223e-05 -8.708692e-03 -1.559286e-03 -1.312851e-02
## PC350 -1.177638e-02 -3.423184e-02 4.419376e-03 7.311642e-03 -1.287450e-02
## PC351 1.446049e-02 5.192205e-03 1.384840e-02 -1.246772e-04 1.538290e-02
## PC352 1.121732e-02 1.231563e-02 5.087778e-03 -6.997834e-03 7.055160e-03
## PC353 -1.876196e-03 1.408606e-02 -1.050975e-02 -1.957951e-02 3.887388e-04
## PC354 9.317025e-03 3.363157e-02 9.109649e-03 1.207974e-03 7.240953e-03
## PC355 1.374598e-02 1.490965e-02 2.098446e-02 2.057568e-02 1.853923e-02
## PC356 1.728866e-02 1.271779e-02 7.124298e-03 1.064961e-02 2.124435e-02
## PC357 -1.105647e-02 -1.526512e-02 -9.345942e-03 -6.970784e-03 -1.189016e-03
## HOBA HOLL HOOK HUGO IDAB
## PC1 0.6454357614 0.6547681386 6.874105e-01 0.6048538458 0.6110959260
## PC2 0.4981448035 0.4665521607 4.047400e-01 0.5550802852 0.5409385954
## PC3 -0.2117007187 -0.2556630783 -1.593950e-01 -0.0238366530 -0.0073889413
## PC4 0.1426905392 0.1765744153 2.729583e-01 -0.1073369949 -0.1500666944
## PC5 0.1669728143 0.1752747561 2.543814e-01 0.2081577804 0.2214750636
## PC6 -0.0119283936 -0.0419986540 1.326131e-01 -0.0809404895 -0.0774372905
## PC7 0.1363872280 0.0923078654 -6.519107e-03 0.1533918002 0.1158729833
## PC8 -0.0505109010 -0.0496165064 4.497475e-02 0.0034893677 0.0402104822
## PC9 -0.0154293242 -0.0032367921 -8.925619e-02 -0.0281949424 -0.0380415407
## PC10 0.1317318880 0.1102716697 6.089127e-02 0.0979288565 0.0929893071
## PC11 0.0695549059 0.0794140723 4.553490e-02 -0.0186352444 -0.0247483795
## PC12 0.0369797894 0.0412414267 6.283785e-02 0.0926874116 0.0962783875
## PC13 -0.0442250772 -0.0564406693 -1.952010e-02 0.0792656753 0.0785464668
## PC14 -0.0081871695 -0.0046119120 1.608527e-02 -0.0266445549 -0.0259353691
## PC15 0.0316086212 0.0512968966 4.407511e-03 -0.0022836036 -0.0158708558
## PC16 0.0244079041 0.0070086362 -3.634167e-02 0.0630382686 0.0649553743
## PC17 -0.0556557769 -0.0626573244 -4.673191e-02 0.0130417509 0.0155932672
## PC18 0.0122237908 0.0156873479 1.221036e-02 0.0177370997 0.0095313105
## PC19 0.0071289770 0.0223594065 5.000307e-02 0.0344450205 0.0371869862
## PC20 0.0147367614 0.0168462934 -4.141681e-02 0.0224632345 0.0180026621
## PC21 -0.0068619228 -0.0027020446 -3.439278e-03 0.0116852028 0.0046464183
## PC22 0.0533024795 0.0324917969 -1.823605e-02 0.0079711042 -0.0201873997
## PC23 0.0009854869 0.0079438785 -1.320975e-03 -0.0130972882 0.0003083422
## PC24 -0.0030202619 -0.0131313572 5.014578e-02 -0.0347266249 -0.0302871676
## PC25 0.0449982216 0.0447081755 4.849315e-02 -0.0448618219 -0.0553152828
## PC26 -0.0155951067 -0.0162955495 1.902856e-02 -0.0017063655 0.0039691243
## PC27 0.0388022058 0.0512804683 4.243367e-02 0.0006982170 -0.0042758817
## PC28 0.0012989500 -0.0146555639 -1.124280e-02 0.0592425569 0.0520567192
## PC29 0.0199920244 0.0102441312 -5.859577e-03 0.0364261101 0.0199754970
## PC30 0.0335687557 0.0297380063 3.378306e-02 0.0204848549 0.0181421991
## PC31 -0.0132702378 -0.0204436995 -2.473752e-02 -0.0175002961 -0.0173496383
## PC32 -0.0060555742 -0.0129360712 -2.064391e-03 -0.0287802756 -0.0253210659
## PC33 -0.0161108744 -0.0215187966 -1.790633e-02 0.0531701338 0.0595697909
## PC34 -0.0010079692 -0.0112637527 -5.011416e-02 0.0454700827 0.0435768152
## PC35 -0.0199257779 -0.0163375507 2.368741e-02 -0.0169617241 -0.0057832046
## PC36 0.0114484744 0.0135933830 3.492916e-04 0.0102642671 0.0108098973
## PC37 0.0082061736 0.0146971439 1.345302e-02 0.0035969472 0.0045117841
## PC38 0.0077340376 0.0022058193 5.428356e-03 0.0113563260 0.0227479959
## PC39 0.0460973486 0.0497306655 3.694592e-02 -0.0219343234 -0.0305918564
## PC40 0.0050642168 0.0050729531 2.293212e-02 -0.0310783810 -0.0201466420
## PC41 -0.0020449943 -0.0086384577 -1.125183e-02 0.0448904326 0.0387183958
## PC42 0.0108381836 0.0282327107 6.341903e-03 0.0400393862 0.0490435459
## PC43 -0.0174281050 -0.0179962770 -1.512717e-04 -0.0006577815 0.0044425129
## PC44 -0.0610734201 -0.0509515600 -5.311360e-02 -0.0673468979 -0.0627325181
## PC45 0.0433900585 0.0384339526 1.427353e-02 0.0438249969 0.0464873038
## PC46 -0.0211030815 -0.0289985117 -9.448737e-03 -0.0299976922 -0.0378109896
## PC47 0.0298723107 0.0238268504 7.490616e-03 -0.0039567933 -0.0078452630
## PC48 -0.0014736888 0.0080455105 -1.215252e-02 -0.0360123943 -0.0330543180
## PC49 -0.0321996949 -0.0288489135 -6.979148e-03 -0.0116528180 -0.0016025828
## PC50 -0.0038656821 -0.0195865598 1.129209e-02 -0.0035928982 -0.0078482769
## PC51 0.0254903210 0.0345969421 4.232354e-02 0.0034870985 0.0077766992
## PC52 -0.0423599590 -0.0431810326 1.041402e-02 -0.0040689751 -0.0026965155
## PC53 0.0218332736 0.0146602290 4.760678e-02 -0.0026342912 0.0021449672
## PC54 -0.0385862852 -0.0361446501 -1.175996e-02 -0.0257669749 -0.0210207365
## PC55 -0.0443987314 -0.0509442234 -2.460771e-02 -0.0218450115 -0.0181567229
## PC56 -0.0151864283 -0.0183114014 2.085489e-03 -0.0270427964 -0.0209988463
## PC57 0.0279757622 0.0407502382 1.256777e-02 0.0062568387 0.0076676409
## PC58 -0.0103928344 -0.0033335987 -1.670222e-02 -0.0161335033 -0.0081396346
## PC59 -0.0021012049 -0.0084269275 -4.534678e-03 0.0057090695 -0.0023679735
## PC60 0.0324285253 0.0231993194 2.101438e-02 0.0366505914 0.0373616542
## PC61 -0.0225113345 -0.0151296071 -1.491778e-02 -0.0067433943 -0.0181628461
## PC62 0.0202140955 0.0214754689 -4.489182e-02 -0.0153930511 -0.0021536134
## PC63 0.0065969059 0.0080563193 -9.736784e-03 0.0189025159 -0.0111219784
## PC64 0.0037869458 0.0091052061 4.566320e-03 -0.0141555993 -0.0126280212
## PC65 -0.0026899678 0.0030759959 -2.053158e-02 -0.0145440506 -0.0201812888
## PC66 -0.0065067533 -0.0125558912 -2.644876e-02 0.0059233736 0.0104653756
## PC67 0.0252865260 0.0278382289 1.369946e-02 -0.0238006755 -0.0247788437
## PC68 -0.0030272563 -0.0072832784 -2.445470e-02 0.0001423472 -0.0031707790
## PC69 -0.0138148419 -0.0157205931 -2.032825e-02 0.0026336482 -0.0022897854
## PC70 0.0064584484 0.0052318682 -5.360154e-03 -0.0359461597 -0.0328552326
## PC71 -0.0181463467 -0.0125127808 7.917963e-03 0.0008437194 0.0024774094
## PC72 0.0133006490 0.0103322481 1.227567e-02 0.0212190831 0.0289441040
## PC73 0.0071217323 0.0173657201 2.717819e-02 -0.0038263977 0.0037652037
## PC74 -0.0294161212 -0.0266726792 -1.108868e-02 -0.0075834174 -0.0235580372
## PC75 -0.0140645329 -0.0036999684 -2.138065e-02 -0.0156133590 -0.0089215247
## PC76 0.0003679386 0.0009396428 7.507652e-03 0.0047174240 -0.0039023750
## PC77 -0.0041728177 0.0029274041 2.388228e-02 0.0116664567 0.0178875902
## PC78 0.0083861149 0.0062703164 1.677148e-02 -0.0104534738 -0.0231773114
## PC79 0.0075985512 0.0088753033 1.152616e-02 0.0103938841 0.0031860551
## PC80 -0.0009389160 -0.0001351353 2.561610e-02 -0.0022086205 -0.0052720705
## PC81 0.0012500852 0.0046707532 1.219817e-02 -0.0261508287 -0.0235641412
## PC82 0.0196344948 0.0200112096 3.062390e-02 0.0182086740 0.0118940113
## PC83 0.0130872407 0.0132607720 -4.373612e-03 0.0001819893 0.0014759571
## PC84 0.0180816468 0.0164252794 -2.404142e-03 0.0041508515 -0.0046845300
## PC85 -0.0104180996 -0.0125396109 1.250086e-02 0.0313924043 0.0329674210
## PC86 -0.0359597936 -0.0373038553 -1.602160e-02 -0.0092224655 -0.0047627277
## PC87 -0.0183635083 -0.0174411292 -1.838923e-02 -0.0240657250 -0.0129203089
## PC88 -0.0455415354 -0.0445267110 -3.017946e-02 -0.0052762037 0.0003737830
## PC89 -0.0067398236 -0.0206210411 -2.636694e-02 -0.0177149775 -0.0316301484
## PC90 0.0010928857 0.0009664489 -2.301560e-02 -0.0063828478 0.0018137884
## PC91 -0.0123610412 -0.0119996025 -9.127526e-03 -0.0044302613 -0.0048441809
## PC92 -0.0228648773 -0.0227405744 -1.727199e-02 -0.0074438067 -0.0025559081
## PC93 0.0083548278 -0.0032108468 -1.069379e-02 0.0182637178 0.0158614787
## PC94 -0.0205786073 -0.0189029002 -2.791158e-02 -0.0054796696 -0.0089330602
## PC95 -0.0159498315 -0.0044087250 7.218070e-03 0.0006747019 0.0074567117
## PC96 0.0250931563 0.0311063364 -6.345704e-03 0.0053794810 -0.0118075446
## PC97 0.0121106046 0.0164679915 -6.369034e-04 0.0123074476 0.0090876811
## PC98 -0.0054634041 -0.0082176474 -3.019371e-03 -0.0194870883 -0.0206849327
## PC99 -0.0205551219 -0.0213610310 -2.177554e-02 -0.0104405182 -0.0038144849
## PC100 0.0326184538 0.0236338475 1.907399e-02 0.0050878685 0.0026042255
## PC101 -0.0192758722 -0.0192429429 2.099435e-02 0.0276248223 0.0309306261
## PC102 0.0031283775 -0.0162637704 -6.283557e-04 0.0116777087 0.0156775873
## PC103 0.0290935860 0.0322488468 3.012585e-02 0.0437162984 0.0405345601
## PC104 0.0032397520 0.0168677634 2.172251e-03 0.0025194597 -0.0084960526
## PC105 0.0015945067 0.0039736317 7.139821e-04 0.0127028710 0.0073080317
## PC106 0.0223503136 0.0151843261 2.740288e-03 0.0256224737 0.0248534602
## PC107 -0.0212944911 -0.0149850117 -1.012825e-02 -0.0091446803 -0.0045692619
## PC108 -0.0150483657 -0.0141889298 -1.671403e-02 -0.0321332625 -0.0230521847
## PC109 -0.0159467263 -0.0180767299 -3.747109e-02 0.0016992712 0.0058420304
## PC110 -0.0036883264 0.0056421938 3.091749e-02 0.0103458102 0.0071632700
## PC111 0.0141614739 0.0153050704 -1.269412e-02 0.0160977537 0.0253148770
## PC112 -0.0212022575 -0.0258510885 -2.203930e-02 0.0054648929 0.0043403682
## PC113 0.0056507736 -0.0006227600 -4.426703e-03 -0.0147797522 -0.0201423537
## PC114 0.0213558057 0.0213445873 1.120401e-03 0.0294821636 0.0429743174
## PC115 0.0278956052 0.0292933322 3.871169e-02 0.0326963844 0.0294309192
## PC116 -0.0070161506 -0.0094155117 -8.702850e-03 -0.0087214944 -0.0103930802
## PC117 -0.0327848916 -0.0311715536 -2.625914e-02 0.0069103631 0.0095796262
## PC118 -0.0038808355 -0.0096043901 4.465504e-03 0.0275971700 0.0366573469
## PC119 -0.0015781351 0.0008687955 -7.303925e-03 -0.0133654121 -0.0125964427
## PC120 0.0060618375 0.0003231852 -6.804425e-03 0.0072822965 0.0015531149
## PC121 0.0033341245 0.0112060937 1.490366e-03 0.0035718653 -0.0045047353
## PC122 0.0163083569 0.0175873328 1.559732e-02 0.0008062445 0.0002025552
## PC123 0.0162307704 0.0168230345 1.240015e-02 0.0092739882 -0.0011046017
## PC124 -0.0197368453 -0.0331491996 -2.623955e-02 0.0150970211 0.0230105136
## PC125 -0.0077896937 -0.0186566485 -2.117295e-02 0.0214448062 0.0236788072
## PC126 -0.0047402749 -0.0048287501 1.874058e-02 -0.0000485960 -0.0063747901
## PC127 0.0165352990 0.0168255723 1.804300e-02 0.0095766091 0.0086214969
## PC128 0.0084396380 0.0049726615 -1.054438e-02 0.0051811099 0.0043552362
## PC129 0.0229846003 0.0165102976 -2.985143e-03 0.0097672545 0.0093599010
## PC130 -0.0171552610 -0.0176855840 -6.073095e-03 -0.0156624775 -0.0245158358
## PC131 -0.0107641659 -0.0069444343 1.114920e-02 0.0021624698 -0.0020909479
## PC132 -0.0102409527 -0.0074258317 -2.878861e-03 -0.0150959423 -0.0090377504
## PC133 0.0167585461 0.0197648627 1.212513e-02 0.0041446326 0.0113423196
## PC134 -0.0345543551 -0.0234452848 -6.208589e-03 -0.0295653727 -0.0303771736
## PC135 -0.0081077446 -0.0181102074 -1.841980e-02 -0.0317777202 -0.0385778004
## PC136 -0.0050768958 -0.0136352498 1.008912e-02 0.0165693093 0.0145741920
## PC137 0.0237596346 0.0114056122 -1.042583e-02 0.0213973622 0.0135678493
## PC138 0.0099049784 0.0117720396 1.810189e-03 -0.0006165632 0.0093243234
## PC139 -0.0102807140 -0.0088686372 -3.257026e-03 -0.0012837708 0.0007494078
## PC140 0.0095772479 0.0141203100 3.011192e-03 0.0246972263 0.0277239227
## PC141 -0.0001235726 -0.0088490735 5.375298e-03 0.0099311236 0.0113161045
## PC142 0.0035452937 0.0085555920 -2.881051e-02 0.0079297294 0.0094000382
## PC143 0.0375900387 0.0359112998 2.039318e-02 0.0269359278 0.0097972560
## PC144 -0.0197935853 -0.0173096311 -2.708435e-02 0.0011213332 -0.0054239258
## PC145 -0.0206333515 -0.0287895978 -2.177475e-02 0.0015070225 -0.0032574606
## PC146 -0.0296043435 -0.0253505793 5.715479e-04 -0.0082516539 -0.0109646901
## PC147 0.0037076134 0.0061699045 6.153976e-03 -0.0097627627 -0.0189481881
## PC148 0.0125749623 0.0119846593 1.360844e-02 -0.0045496736 -0.0040264600
## PC149 0.0178132631 0.0270428793 1.465684e-02 -0.0115124639 -0.0164446253
## PC150 -0.0164952525 -0.0174199837 -3.832975e-02 -0.0140884709 -0.0108361496
## PC151 0.0110995028 0.0119223063 1.562010e-02 0.0114567277 0.0097738187
## PC152 -0.0038142886 0.0027588756 4.988954e-03 0.0039783497 0.0050760348
## PC153 -0.0155233651 -0.0167075396 3.031851e-03 -0.0057461508 -0.0109968403
## PC154 0.0189910251 0.0144146218 1.086057e-03 -0.0053185527 -0.0115272151
## PC155 -0.0104517364 -0.0096495634 -3.907182e-03 0.0098645703 0.0122377387
## PC156 0.0263585141 0.0196280480 6.942330e-03 0.0063690542 0.0062278917
## PC157 0.0120184632 0.0014607747 -5.836075e-04 0.0088376676 0.0086923682
## PC158 -0.0041456666 0.0022940144 -1.509535e-02 0.0139717125 0.0133901788
## PC159 0.0102804866 0.0270520880 3.491379e-02 0.0188352935 0.0150572746
## PC160 -0.0212690502 -0.0256691642 -1.471971e-02 -0.0062202444 -0.0056734955
## PC161 -0.0214280323 -0.0167298258 2.136444e-03 -0.0022602360 -0.0018216206
## PC162 -0.0018260605 -0.0057539795 -1.977343e-02 0.0183998073 0.0162795571
## PC163 -0.0063067798 -0.0080295079 5.981918e-03 -0.0036315460 0.0125717450
## PC164 0.0010248711 0.0063260310 1.421112e-02 0.0133629791 0.0149358123
## PC165 -0.0007404966 -0.0050287652 3.298660e-03 0.0094969769 0.0093270364
## PC166 0.0017957742 -0.0086172478 -1.043747e-02 0.0040074720 -0.0036482346
## PC167 0.0143458720 0.0067776407 9.879665e-03 0.0046155152 0.0014686171
## PC168 -0.0027485241 0.0080590915 -5.982489e-03 -0.0044698647 0.0043258893
## PC169 -0.0078988151 -0.0068129887 -7.543009e-03 0.0084468844 0.0085884077
## PC170 -0.0244082166 -0.0226256386 1.475159e-04 -0.0022401040 0.0003890501
## PC171 0.0131630416 0.0016167975 1.798233e-02 0.0076752877 0.0118113709
## PC172 0.0041139223 0.0008257883 3.560620e-04 -0.0081966628 -0.0112853032
## PC173 0.0037508255 -0.0001216632 3.156614e-02 0.0031478872 -0.0005698118
## PC174 0.0176157488 0.0129708771 3.291302e-02 0.0236815728 0.0343761005
## PC175 0.0028214966 0.0022113610 8.347799e-03 0.0072363881 0.0032568299
## PC176 0.0462120076 0.0385119384 3.337121e-02 0.0314916154 0.0226761237
## PC177 -0.0191352149 -0.0021518139 -1.999199e-02 -0.0081494006 -0.0045722287
## PC178 0.0080821415 0.0112069529 7.848693e-04 0.0121010000 0.0080672271
## PC179 -0.0068875021 -0.0037506764 7.508197e-03 0.0094175470 0.0174996662
## PC180 0.0069103737 0.0051178555 2.143497e-02 0.0096959086 0.0169604364
## PC181 0.0046834039 0.0065326087 9.856609e-03 -0.0097565726 -0.0005235205
## PC182 -0.0136620959 -0.0077769687 -6.224016e-03 -0.0136461290 -0.0102522699
## PC183 -0.0128522266 -0.0089303941 -1.741368e-02 -0.0320191310 -0.0401706064
## PC184 0.0036788989 0.0090534769 -2.912158e-03 -0.0030291977 -0.0022565614
## PC185 -0.0076113285 -0.0028710959 1.874220e-02 0.0011463077 0.0105726958
## PC186 0.0009512158 0.0070454217 1.443142e-02 0.0195751232 0.0236057872
## PC187 0.0017190438 0.0057731079 4.213065e-03 0.0308782149 0.0316257584
## PC188 -0.0025241832 0.0038192615 1.220535e-02 -0.0021357011 -0.0017030605
## PC189 0.0040762352 -0.0112688426 -8.304508e-03 0.0197237944 0.0019383723
## PC190 0.0009128251 -0.0018213908 7.091076e-03 0.0022861589 -0.0085298661
## PC191 -0.0204423071 -0.0172425446 -4.652209e-03 -0.0338214178 -0.0295448682
## PC192 0.0221677677 0.0224355992 3.497396e-02 0.0179354904 0.0160043541
## PC193 0.0032726659 0.0025777123 4.193950e-03 0.0111635976 0.0036015701
## PC194 -0.0049253192 -0.0002021068 6.417723e-03 -0.0039946772 0.0002958878
## PC195 -0.0079293421 -0.0043964401 4.369354e-03 0.0036344404 0.0058574236
## PC196 -0.0220070153 -0.0185362169 -1.230796e-02 -0.0226542155 -0.0160158102
## PC197 0.0333072406 0.0301894282 3.012552e-02 -0.0048612900 0.0055060493
## PC198 -0.0067226689 -0.0068377118 2.213842e-02 0.0026421662 0.0081433444
## PC199 0.0114656058 0.0156975088 6.822792e-03 -0.0053830844 -0.0046401922
## PC200 -0.0136775553 -0.0133976156 -3.865820e-03 0.0028120180 -0.0052091710
## PC201 -0.0065562337 -0.0070313899 -2.609619e-02 -0.0005025865 0.0003938839
## PC202 0.0046115315 0.0005223470 -1.227628e-02 -0.0036022249 0.0013406223
## PC203 -0.0106663365 -0.0115794407 -1.987013e-02 -0.0195921285 -0.0156285829
## PC204 0.0075254316 0.0040333552 -4.643658e-04 0.0049463082 -0.0119769670
## PC205 -0.0439304415 -0.0339197889 -3.249282e-02 -0.0166269261 -0.0049018783
## PC206 -0.0042340220 -0.0082592462 8.249500e-03 -0.0001339705 0.0093231677
## PC207 0.0031609837 0.0089429661 1.471890e-03 -0.0156444832 -0.0087657252
## PC208 0.0099102334 0.0118752599 2.557310e-02 0.0118693731 0.0117364284
## PC209 0.0245669400 0.0287570383 1.240366e-02 0.0001556303 -0.0008954868
## PC210 0.0035501119 0.0038471493 -1.151606e-02 -0.0034615007 -0.0101212297
## PC211 0.0247507265 0.0270429467 1.668384e-02 0.0103823623 0.0105079706
## PC212 0.0122083171 0.0090294434 -5.327240e-03 0.0035091292 -0.0080737438
## PC213 0.0160615231 0.0126654646 1.048806e-02 0.0062355658 0.0154042948
## PC214 -0.0194640220 -0.0134707867 -4.666688e-03 -0.0071433802 -0.0131850554
## PC215 -0.0126974561 -0.0114334157 -3.006715e-02 -0.0130950832 -0.0093716420
## PC216 0.0009466624 0.0041163948 -7.186315e-03 -0.0152370485 -0.0134066902
## PC217 -0.0027666292 -0.0052480432 1.868330e-03 0.0033889273 0.0042070928
## PC218 0.0011856170 0.0052508441 -2.067325e-02 -0.0033412997 -0.0087720087
## PC219 -0.0121793230 -0.0121995902 -7.772863e-03 -0.0000939596 0.0002525987
## PC220 0.0259836776 0.0154898468 -8.135573e-03 0.0133978192 -0.0023199869
## PC221 0.0026587002 -0.0099075493 1.903596e-03 0.0073897637 0.0143159051
## PC222 -0.0166720932 -0.0196940367 -1.284679e-02 -0.0148248348 -0.0154767896
## PC223 -0.0113497797 -0.0143569287 -1.185239e-02 -0.0141504713 -0.0181745453
## PC224 0.0165408685 0.0202915302 1.406252e-02 -0.0105781447 -0.0096189581
## PC225 -0.0091347477 -0.0053044889 2.530739e-03 -0.0048581113 -0.0016784917
## PC226 0.0022115007 0.0065604617 2.058973e-02 0.0069658280 -0.0007585269
## PC227 0.0068204704 0.0112298863 7.970999e-03 0.0102791685 0.0121963084
## PC228 -0.0123807552 -0.0071126316 -1.333279e-02 -0.0050253644 0.0010783853
## PC229 0.0165121277 0.0193142335 2.493683e-02 0.0059908407 0.0028493892
## PC230 -0.0172029069 -0.0261507474 -2.545121e-02 -0.0018297514 -0.0027382358
## PC231 0.0206290002 0.0121599963 5.169872e-03 0.0093503038 0.0017908296
## PC232 0.0003081721 -0.0033590140 1.775628e-03 -0.0000792026 0.0076513105
## PC233 0.0083296181 0.0078974763 4.283939e-03 0.0127444843 0.0259599538
## PC234 0.0031884005 0.0142550876 -4.663342e-03 -0.0089523261 -0.0048688627
## PC235 -0.0065981921 -0.0038727259 -8.141429e-03 0.0059368734 0.0020378562
## PC236 0.0068715456 -0.0021086538 1.343476e-02 0.0105990351 0.0083269373
## PC237 -0.0010007389 0.0042082280 4.907070e-03 0.0069953898 0.0061075862
## PC238 -0.0029039674 0.0014108407 1.435067e-02 -0.0018011422 0.0077936590
## PC239 -0.0154201470 -0.0140430860 -1.654119e-02 -0.0164003493 -0.0117820457
## PC240 0.0156380756 0.0189058479 -4.953822e-04 0.0051083624 -0.0041143527
## PC241 -0.0102897864 -0.0088731419 -9.434571e-03 -0.0107282627 -0.0193365293
## PC242 -0.0043286062 -0.0019170578 1.724542e-02 -0.0025654316 0.0058212930
## PC243 -0.0156397681 -0.0202635241 -1.551797e-02 -0.0154649433 -0.0196377866
## PC244 -0.0252172375 -0.0220086662 9.465208e-03 0.0043147915 0.0035327207
## PC245 -0.0080294681 -0.0047218708 -5.494139e-03 0.0011151504 0.0108228354
## PC246 0.0024839960 0.0029410213 -1.159118e-02 0.0154800836 0.0025055745
## PC247 -0.0067021069 -0.0081260887 -1.544146e-03 0.0031890003 0.0073142648
## PC248 0.0094188799 0.0092023384 1.263263e-02 0.0074766141 0.0128259389
## PC249 -0.0069197568 -0.0072616492 -5.625726e-03 0.0005051687 0.0003976796
## PC250 0.0101863546 0.0104860265 9.555851e-03 0.0074890917 0.0122990080
## PC251 -0.0177149149 -0.0129387663 -2.452264e-02 -0.0007781751 -0.0009302574
## PC252 -0.0142773642 -0.0192297041 -2.365170e-02 -0.0142027028 -0.0069908030
## PC253 0.0292294684 0.0346903381 1.667018e-02 0.0110071155 0.0089402100
## PC254 -0.0021631848 -0.0025471108 1.236065e-03 0.0088970195 0.0013556018
## PC255 0.0079925351 0.0033951874 3.430210e-03 0.0067635917 0.0101506404
## PC256 -0.0122365166 -0.0146217735 -9.944968e-04 -0.0173141502 -0.0129887227
## PC257 -0.0074335197 -0.0020322682 5.468789e-03 -0.0122004407 -0.0104685103
## PC258 -0.0102234560 -0.0143397483 -1.867846e-02 -0.0090769376 -0.0030782586
## PC259 0.0065833854 0.0123523772 -1.755067e-02 -0.0058555710 0.0027660928
## PC260 -0.0080003122 -0.0089805929 -3.238380e-04 -0.0023335098 0.0078844154
## PC261 -0.0217855425 -0.0359884132 -3.718199e-02 -0.0042896223 0.0017706118
## PC262 0.0075362869 0.0136829835 2.190331e-02 0.0004900107 0.0148814457
## PC263 0.0091344615 0.0067652723 4.802954e-03 0.0050442113 0.0134698737
## PC264 -0.0004869564 0.0038769747 -2.032808e-02 -0.0013285578 -0.0097433874
## PC265 -0.0035487400 -0.0095758771 6.637611e-03 0.0006478549 0.0048696568
## PC266 -0.0091751782 -0.0052403717 -1.755714e-02 0.0034045259 0.0052616463
## PC267 0.0160873758 0.0049580144 -1.049549e-02 0.0043106427 0.0017549082
## PC268 -0.0102506469 -0.0023116583 1.272294e-02 -0.0033290808 -0.0077223821
## PC269 -0.0078635579 -0.0094675566 -1.753994e-02 -0.0052931024 -0.0040774085
## PC270 -0.0058295420 -0.0021890647 4.280831e-03 -0.0010224783 0.0048678057
## PC271 -0.0046678088 -0.0031791114 -1.495676e-02 -0.0161837360 -0.0174918934
## PC272 -0.0029201023 -0.0133904429 -8.998921e-03 -0.0111249808 -0.0109727296
## PC273 0.0052470120 -0.0038141741 -4.081870e-03 0.0063128812 0.0005622168
## PC274 0.0056859113 0.0013677105 -4.285864e-03 0.0098355117 0.0171714787
## PC275 0.0179442486 0.0146701160 9.069184e-03 0.0113157398 0.0101565198
## PC276 0.0102958355 0.0180617891 6.835757e-03 0.0179706300 0.0250350783
## PC277 0.0068609019 0.0046895870 8.080242e-03 0.0052549710 0.0112071157
## PC278 -0.0143614370 -0.0138656641 -1.123112e-02 -0.0082325970 -0.0021205344
## PC279 -0.0146008691 -0.0098020240 -9.036441e-03 -0.0145624730 -0.0252446369
## PC280 -0.0088781034 -0.0013087315 -7.772417e-03 0.0088530026 0.0083279913
## PC281 -0.0084487956 -0.0041421374 -5.730729e-03 -0.0054263017 0.0101197498
## PC282 0.0021950042 0.0053693662 -7.116099e-03 0.0198073366 0.0139715684
## PC283 -0.0172371124 -0.0116781933 2.506512e-03 -0.0077174752 -0.0039174012
## PC284 0.0028451634 0.0013122804 -9.672613e-03 -0.0094296582 -0.0076763228
## PC285 -0.0079140653 0.0003567948 1.156099e-02 -0.0086349019 -0.0050469751
## PC286 -0.0061353264 0.0020704104 -2.372159e-03 0.0023273368 -0.0024399332
## PC287 -0.0123182689 -0.0159532132 -1.321207e-02 -0.0158131683 -0.0236235849
## PC288 -0.0009240294 0.0003577339 -4.751506e-03 -0.0079533174 0.0007400744
## PC289 0.0091616414 0.0073167703 1.025851e-02 -0.0133127537 -0.0117822364
## PC290 -0.0088538923 -0.0019064771 -3.553807e-04 -0.0074565209 -0.0106305170
## PC291 0.0050069432 0.0146028054 1.833072e-02 0.0046339464 0.0105256215
## PC292 -0.0197314791 -0.0178934654 -1.457497e-02 -0.0027694018 0.0070320566
## PC293 0.0129056030 0.0209710513 6.268249e-03 -0.0019239391 0.0006386590
## PC294 -0.0038236779 -0.0116003756 8.533866e-04 -0.0040989342 -0.0050010732
## PC295 0.0047797906 -0.0091261490 -1.964999e-02 -0.0119491900 -0.0115071431
## PC296 0.0208224451 0.0198427853 1.751972e-02 0.0155629540 0.0170317950
## PC297 0.0279937128 0.0330710592 2.884432e-02 0.0166742333 0.0169212353
## PC298 -0.0245207378 -0.0192110664 -1.539859e-02 -0.0102322917 -0.0065951058
## PC299 0.0016050728 -0.0023241962 -1.876206e-02 -0.0146935982 -0.0186062568
## PC300 -0.0006127302 -0.0041383281 8.781019e-04 0.0019956425 -0.0027296410
## PC301 0.0177294482 0.0083193892 3.722208e-03 -0.0112549843 -0.0060926707
## PC302 -0.0144478079 -0.0191622451 -1.190689e-02 -0.0044480710 -0.0115682910
## PC303 -0.0071442044 -0.0040329539 -5.149760e-03 -0.0134569210 -0.0058665808
## PC304 -0.0246027395 -0.0236217077 5.110266e-03 -0.0125510967 -0.0174036057
## PC305 0.0011199216 -0.0024175154 -3.457480e-03 -0.0189596777 -0.0272931879
## PC306 0.0061645287 0.0069197827 -1.398958e-02 0.0056038903 0.0113909697
## PC307 -0.0036048549 0.0045887502 1.756362e-02 0.0136001949 0.0170927504
## PC308 0.0250711865 0.0185702016 1.107787e-02 0.0244388918 0.0180799460
## PC309 0.0075152995 0.0082518018 -3.724049e-03 -0.0013163586 -0.0097472618
## PC310 -0.0038801487 -0.0062276541 -2.235766e-03 -0.0189692276 -0.0184027348
## PC311 -0.0080143039 -0.0080650490 -2.652527e-02 0.0042238822 0.0015660147
## PC312 0.0070906221 0.0074320230 6.802209e-03 0.0149920633 0.0181261532
## PC313 0.0012144218 -0.0033253342 -9.566048e-03 -0.0080125530 -0.0089202485
## PC314 -0.0048099408 -0.0056409102 4.127517e-03 -0.0035302275 0.0078927013
## PC315 -0.0106336878 -0.0012532485 2.828566e-03 -0.0151466124 -0.0074551913
## PC316 -0.0198161261 -0.0250069935 -6.048203e-03 -0.0284178098 -0.0234721740
## PC317 0.0061174594 0.0062964178 -2.684721e-05 0.0010896810 -0.0012708069
## PC318 -0.0115730894 -0.0067715662 -9.686381e-03 0.0001655802 -0.0015635910
## PC319 0.0098812540 0.0068548546 1.180902e-02 0.0357817843 0.0264566338
## PC320 -0.0158391379 -0.0088881971 -1.439541e-02 0.0030871447 0.0031180298
## PC321 -0.0280308532 -0.0297565990 -2.129528e-02 -0.0196098603 -0.0145657557
## PC322 0.0156897588 0.0139329114 1.224092e-02 0.0044528728 -0.0059171996
## PC323 0.0286565360 0.0232038890 1.775491e-02 0.0309114156 0.0291602782
## PC324 0.0083198752 0.0055975037 -8.687689e-03 0.0102928310 0.0107419160
## PC325 -0.0205585854 -0.0203850927 -9.538823e-03 -0.0102321050 -0.0096492697
## PC326 -0.0012682467 0.0028883926 -5.970529e-04 0.0036563646 -0.0004026777
## PC327 0.0157725402 0.0241634928 1.480009e-02 0.0160273307 0.0230578228
## PC328 -0.0205924604 -0.0192372153 -1.658511e-02 0.0034274634 0.0041866738
## PC329 0.0061499205 0.0005540166 3.056847e-03 -0.0079138567 -0.0073871013
## PC330 0.0006471024 0.0055341627 8.908478e-03 0.0016267394 -0.0016694096
## PC331 -0.0062720423 -0.0102335917 -8.046140e-03 -0.0030204712 0.0014094430
## PC332 0.0195797687 0.0218089829 2.965851e-02 0.0150490607 0.0096470174
## PC333 -0.0103741378 -0.0057456911 6.129071e-04 0.0017860328 -0.0033784612
## PC334 0.0023355059 0.0028138615 -6.913319e-03 -0.0021814516 -0.0009737549
## PC335 0.0088318182 0.0070967299 1.609832e-02 0.0136923090 0.0165365968
## PC336 0.0148490027 0.0114713438 1.794392e-02 0.0254420803 0.0238625971
## PC337 -0.0060709646 -0.0084969456 -9.703767e-03 0.0034581796 0.0104679842
## PC338 0.0066608037 0.0070180184 4.295312e-03 -0.0031240046 -0.0135907732
## PC339 0.0078866651 0.0078234394 6.836757e-03 -0.0036657121 -0.0057923032
## PC340 -0.0209079490 -0.0088970509 -2.086515e-02 -0.0050266661 -0.0149427632
## PC341 0.0095650780 0.0046395894 -8.362343e-03 0.0127463425 0.0138703466
## PC342 0.0090555761 0.0033791256 1.357684e-02 0.0042070704 0.0003038475
## PC343 -0.0069162142 -0.0098160200 -1.578519e-02 0.0100366500 0.0012656529
## PC344 0.0171844610 0.0149313311 1.011971e-02 0.0042160356 0.0045712293
## PC345 -0.0123305319 -0.0109388748 -3.681581e-04 0.0051094427 -0.0025400256
## PC346 -0.0091732432 -0.0060175327 -3.230050e-03 -0.0063424103 0.0028319779
## PC347 0.0049105511 0.0084556999 1.004258e-02 0.0125356917 0.0007508824
## PC348 -0.0207982667 -0.0197405419 -1.000455e-02 0.0049272771 -0.0011967094
## PC349 -0.0142546352 -0.0094816611 5.614505e-04 -0.0002891512 -0.0043471504
## PC350 -0.0255893320 -0.0291541536 -4.045544e-02 -0.0110450844 -0.0143065928
## PC351 0.0095655688 0.0006294320 6.612071e-03 0.0053885641 0.0040168887
## PC352 0.0073670523 0.0078694562 5.652240e-03 -0.0027077826 -0.0108731202
## PC353 -0.0035328425 -0.0054486417 6.548047e-03 -0.0126695860 -0.0097358415
## PC354 0.0203465666 0.0165968849 3.462752e-02 0.0112379380 0.0031151220
## PC355 0.0145624972 0.0130762588 1.608469e-02 0.0290573707 0.0316092729
## PC356 0.0177419865 0.0171552738 5.012787e-03 0.0100760515 0.0182465542
## PC357 0.0042245682 -0.0051292669 -1.273619e-02 -0.0095040088 -0.0147453749
## JAYX KENT KETC LAHO LANE
## PC1 6.289491e-01 6.798961e-01 5.825289e-01 6.320858e-01 0.6039374939
## PC2 5.172534e-01 3.602177e-01 5.002648e-01 5.182561e-01 0.5588643212
## PC3 5.211562e-02 -1.751770e-01 -1.558476e-01 -9.924683e-02 -0.0372467746
## PC4 -5.915797e-02 2.864767e-01 5.122062e-02 1.576609e-01 -0.0720967486
## PC5 2.462066e-01 2.881931e-01 1.778837e-01 2.005625e-01 0.1929289566
## PC6 1.194053e-01 1.324643e-01 -4.393064e-02 9.687469e-02 -0.0666764787
## PC7 1.568157e-01 -7.409750e-02 1.791986e-01 1.878975e-01 0.1770425043
## PC8 -5.265623e-02 6.708625e-02 -6.313395e-02 -4.293054e-02 -0.0259069605
## PC9 6.497358e-02 -7.920614e-02 -3.495201e-02 -2.590986e-02 -0.0237331411
## PC10 7.453524e-02 2.613591e-02 9.347015e-02 1.251085e-01 0.1110187619
## PC11 3.128232e-02 7.055536e-03 4.495757e-02 5.485148e-02 -0.0033527166
## PC12 7.076021e-02 9.467088e-02 3.570544e-02 3.737077e-02 0.0923332874
## PC13 2.032720e-02 2.368081e-02 1.810085e-02 -4.565058e-02 0.0689306031
## PC14 -1.407039e-02 -3.228471e-02 -2.330351e-02 3.731764e-02 -0.0287565598
## PC15 -2.947659e-02 -2.618380e-02 1.118524e-05 -4.838526e-03 -0.0012572274
## PC16 3.472442e-02 -5.718912e-02 3.977809e-02 3.628068e-02 0.0633687234
## PC17 -2.169083e-02 -4.622362e-02 -3.102003e-02 -5.246912e-02 0.0080755521
## PC18 -2.906268e-02 6.301823e-03 2.724072e-02 1.763734e-02 0.0156844920
## PC19 -1.712552e-02 3.498378e-02 -1.062796e-02 -5.279012e-03 0.0220381135
## PC20 -2.727771e-02 -3.109726e-02 3.703069e-02 -1.036558e-02 0.0203016221
## PC21 3.010242e-03 -2.436946e-02 1.750707e-02 -2.023498e-02 0.0024814276
## PC22 8.261148e-03 1.035585e-03 7.078841e-02 4.551322e-02 0.0351111134
## PC23 -3.385126e-02 -3.260075e-03 -7.934901e-03 -1.080639e-02 -0.0163629327
## PC24 -3.963637e-02 2.319677e-02 -4.085106e-02 1.863443e-02 -0.0428660633
## PC25 -2.793823e-03 2.797549e-02 -2.733978e-03 2.757812e-02 -0.0341931183
## PC26 1.852026e-02 2.921614e-02 -3.303092e-02 -1.582902e-02 -0.0080285774
## PC27 2.340519e-02 4.956580e-02 3.756815e-02 2.692049e-02 0.0079879133
## PC28 7.693912e-02 -5.438127e-04 9.976599e-03 1.068715e-02 0.0556198299
## PC29 7.477024e-02 -3.640566e-02 3.277938e-02 4.384069e-02 0.0464974886
## PC30 -8.784509e-03 2.433224e-02 4.667702e-02 4.453431e-03 0.0289810179
## PC31 1.743663e-02 -3.281006e-02 5.518748e-05 1.323575e-02 -0.0011132966
## PC32 5.421116e-03 5.775757e-03 -2.472961e-02 1.365180e-02 -0.0236319870
## PC33 2.108541e-02 -3.565975e-02 -3.641361e-03 -2.408525e-02 0.0415821497
## PC34 2.011191e-03 -6.820873e-02 -1.951264e-02 6.967682e-03 0.0356917343
## PC35 5.639295e-03 3.222781e-02 -4.159654e-02 -1.743930e-02 -0.0233505064
## PC36 5.981800e-03 -7.659492e-04 1.369483e-02 2.088840e-02 0.0073522321
## PC37 3.339153e-02 3.608005e-02 7.771614e-03 1.680306e-02 0.0096653132
## PC38 6.112496e-02 1.258239e-02 1.535232e-02 2.500776e-02 0.0134045011
## PC39 9.565336e-03 7.567338e-03 2.273572e-02 5.779303e-02 -0.0163967713
## PC40 -5.573493e-03 2.195295e-02 7.384784e-03 1.077924e-02 -0.0258287240
## PC41 4.979137e-02 -1.013519e-02 2.233157e-02 -6.513599e-03 0.0389883292
## PC42 -3.129805e-03 2.616033e-02 1.950633e-02 -6.633474e-03 0.0371928273
## PC43 -3.688920e-02 2.388742e-02 -1.872922e-02 -3.574096e-02 -0.0071414878
## PC44 -4.636048e-02 -4.072796e-02 -8.533103e-02 -6.421339e-02 -0.0716343064
## PC45 3.508728e-02 2.691459e-02 5.432448e-02 2.476337e-02 0.0517804781
## PC46 1.026243e-02 -1.814519e-02 -1.409884e-02 7.469962e-03 -0.0267031372
## PC47 -1.471003e-02 -2.990410e-03 4.309043e-03 2.190025e-02 0.0009247054
## PC48 -3.426023e-03 -2.213306e-02 -1.162554e-02 2.054402e-03 -0.0416575649
## PC49 -4.358997e-02 2.911597e-03 -2.844247e-02 -2.692332e-02 -0.0247425253
## PC50 4.866131e-02 1.328827e-02 -1.247230e-02 1.820177e-02 0.0036437586
## PC51 -5.444543e-03 3.039045e-02 1.910065e-04 2.186404e-02 -0.0038455161
## PC52 -1.241019e-02 1.395274e-02 -5.068275e-02 -1.255529e-02 -0.0191141805
## PC53 -5.727482e-03 5.257558e-02 9.036120e-03 3.541602e-02 0.0010409282
## PC54 -2.303567e-02 -7.203481e-03 -5.527975e-02 -4.059079e-02 -0.0386066289
## PC55 3.243100e-03 -2.721804e-03 -4.439990e-02 -2.893509e-02 -0.0268075925
## PC56 -7.004602e-03 1.270613e-02 -7.778489e-03 -6.544579e-03 -0.0255575800
## PC57 8.299983e-03 1.105863e-02 2.696602e-02 2.209655e-02 0.0011385785
## PC58 7.636859e-03 9.999154e-03 -2.158556e-02 -1.880977e-02 -0.0147335856
## PC59 1.129263e-02 -7.647288e-03 1.282210e-02 7.287706e-03 0.0123629782
## PC60 6.593523e-02 2.922664e-02 4.257115e-02 2.856472e-02 0.0396912816
## PC61 1.987153e-02 -2.222417e-02 -2.757645e-02 -1.469942e-02 -0.0089168039
## PC62 6.293531e-03 -1.578006e-02 1.727734e-02 -3.346784e-03 -0.0058492218
## PC63 6.179365e-03 1.052921e-02 4.195119e-02 -9.195790e-03 0.0213127929
## PC64 -3.182350e-02 1.744483e-04 -1.179238e-02 -2.068519e-02 -0.0167259897
## PC65 -1.415108e-02 -3.627026e-02 2.255664e-03 -1.808645e-03 -0.0150160957
## PC66 1.010270e-02 -1.569472e-02 2.136923e-02 4.584430e-03 0.0047322284
## PC67 9.725420e-03 6.248899e-03 -9.106046e-03 2.021316e-02 -0.0211851533
## PC68 2.446405e-03 -3.217880e-02 9.872925e-03 8.497659e-04 -0.0025852017
## PC69 1.573075e-02 -1.107521e-02 -1.125346e-02 -9.005635e-03 0.0093094968
## PC70 -2.843808e-02 -3.576022e-03 -2.686061e-03 -1.391519e-02 -0.0286179459
## PC71 2.020071e-02 1.884184e-02 -1.857470e-02 -8.095807e-03 -0.0100345893
## PC72 3.471813e-02 1.247439e-03 2.223090e-02 2.305260e-02 0.0239571187
## PC73 -5.812467e-03 3.752950e-02 -1.431523e-03 -8.686924e-03 -0.0098412268
## PC74 -6.033443e-03 1.960729e-02 -1.968497e-02 -2.738516e-02 -0.0069144338
## PC75 1.644885e-03 -3.216039e-02 -4.502062e-02 -2.818721e-02 -0.0248702076
## PC76 4.135012e-03 4.449990e-03 1.367403e-03 2.506906e-03 -0.0077884779
## PC77 3.454664e-02 1.375587e-02 3.475664e-04 -1.888202e-03 0.0126353901
## PC78 -7.807309e-03 1.818055e-02 -3.436876e-03 7.856173e-03 -0.0065752130
## PC79 5.080364e-03 1.865509e-02 6.964774e-04 -1.156501e-02 0.0034726044
## PC80 -2.326414e-02 1.859684e-02 9.407985e-03 -1.729974e-02 -0.0079860254
## PC81 1.271088e-04 1.639271e-02 -2.960580e-03 1.344835e-02 -0.0223878285
## PC82 1.761806e-02 2.205232e-02 2.669804e-02 1.245147e-02 0.0188585275
## PC83 7.979285e-03 4.415252e-03 7.991264e-03 1.376393e-02 0.0075848471
## PC84 4.824150e-03 -3.350583e-03 -5.482304e-03 -3.176377e-04 -0.0001783409
## PC85 3.944342e-02 1.462305e-02 -9.939497e-03 -3.036697e-04 0.0229290248
## PC86 -1.524570e-02 -1.576388e-02 -2.819256e-02 -2.673279e-02 -0.0157484516
## PC87 -3.181433e-02 -1.498076e-02 -3.190687e-02 -2.487221e-02 -0.0349314481
## PC88 1.022339e-02 -1.815446e-02 -3.518231e-02 -3.204876e-02 -0.0066309947
## PC89 -3.730182e-02 -1.633027e-02 1.043759e-02 -3.145624e-03 -0.0047740113
## PC90 -1.011099e-02 -1.526089e-02 -2.393932e-03 -2.201012e-02 -0.0089916763
## PC91 -1.715214e-02 -9.523486e-03 -5.434128e-03 -2.076743e-02 0.0007500708
## PC92 1.388700e-02 -1.848395e-03 -7.785482e-03 -1.178644e-02 0.0009499996
## PC93 2.813393e-02 -8.060679e-03 1.748961e-02 1.175551e-03 0.0232301176
## PC94 -1.520168e-04 -1.849022e-02 -6.327073e-03 -7.484125e-03 -0.0029689187
## PC95 -2.818431e-03 7.616494e-04 -1.765361e-02 6.200577e-03 0.0016185191
## PC96 1.248857e-03 -9.835206e-03 4.650381e-02 2.331612e-02 0.0122207384
## PC97 5.396411e-03 -1.140920e-03 2.417720e-02 3.634203e-03 0.0201692903
## PC98 -2.113900e-04 -1.369556e-02 -4.075183e-03 1.143952e-02 -0.0222213769
## PC99 5.274568e-04 -3.254829e-02 -1.220535e-03 -3.543599e-03 -0.0064447915
## PC100 -1.053061e-02 1.806338e-02 1.537341e-02 1.470139e-02 0.0100292345
## PC101 3.019292e-02 3.271658e-02 -1.367060e-02 3.993520e-03 0.0239726890
## PC102 1.201283e-02 -4.303807e-04 1.560782e-02 3.546047e-02 0.0167324714
## PC103 3.409184e-02 2.709668e-02 1.070089e-02 2.317312e-02 0.0445131001
## PC104 2.024054e-02 1.044785e-03 1.142994e-02 -1.443354e-03 0.0049912274
## PC105 1.656779e-02 6.311276e-03 1.949554e-02 7.486944e-04 0.0119134961
## PC106 -3.851899e-03 -4.989094e-03 4.704352e-02 3.187838e-02 0.0265653695
## PC107 -1.788275e-02 2.590558e-03 3.334341e-03 -3.094018e-02 -0.0067241930
## PC108 -3.018003e-02 -2.605053e-02 -4.075332e-02 -1.740478e-02 -0.0356543254
## PC109 -1.041974e-02 -2.246836e-02 -7.773783e-03 -2.033475e-02 0.0078546116
## PC110 -3.017273e-03 3.109309e-02 -1.282242e-03 -9.560059e-04 0.0001689736
## PC111 5.688941e-03 -2.489145e-02 9.673483e-03 5.595966e-03 0.0156862120
## PC112 1.410403e-03 -1.410779e-02 8.570787e-04 -1.431680e-02 0.0133531536
## PC113 -2.682889e-02 -1.718917e-02 -2.418291e-02 -7.321205e-03 -0.0216255660
## PC114 4.380122e-02 -5.611655e-03 2.304022e-02 2.510275e-02 0.0327922421
## PC115 2.269692e-02 4.480481e-02 2.956524e-02 1.787441e-02 0.0312495480
## PC116 -5.253934e-03 -3.905142e-03 -1.320244e-02 -5.643133e-03 -0.0063243914
## PC117 1.889501e-02 -3.205429e-02 -1.248775e-02 -1.014439e-02 0.0015509332
## PC118 1.427748e-02 -1.343641e-03 1.251304e-03 2.856950e-03 0.0182365115
## PC119 -2.289988e-02 -9.442979e-03 2.563622e-03 3.316519e-03 -0.0141121884
## PC120 1.011741e-02 1.786151e-03 -7.391494e-03 -4.711096e-03 0.0063633891
## PC121 -3.783624e-03 -1.297669e-02 1.482526e-02 -1.517753e-02 0.0056736570
## PC122 3.487027e-03 -2.945622e-03 1.707022e-03 5.187534e-03 -0.0015027466
## PC123 5.385983e-03 1.263690e-02 2.217062e-02 2.300538e-03 0.0154918155
## PC124 1.254045e-02 -2.476935e-02 -2.561257e-03 -9.808873e-03 0.0164730198
## PC125 2.862439e-02 -1.377633e-02 1.846766e-02 -1.330151e-02 0.0202510699
## PC126 4.837258e-03 4.306570e-03 8.706465e-03 -1.135651e-02 0.0028414617
## PC127 -9.599283e-03 2.744606e-02 1.973345e-02 -5.776482e-03 0.0107573249
## PC128 -1.101244e-02 -8.422937e-03 1.796343e-02 -5.463856e-03 0.0157652351
## PC129 2.424088e-02 -4.417478e-03 1.734018e-02 1.396991e-02 0.0132862466
## PC130 2.489613e-02 8.549298e-03 -2.294305e-04 6.053807e-03 -0.0135582508
## PC131 -1.693485e-02 1.121975e-02 -3.818007e-03 -1.439506e-02 0.0031517552
## PC132 -1.157442e-02 -1.193529e-02 -1.499401e-02 -1.298727e-02 -0.0164901487
## PC133 1.590500e-02 4.136401e-03 -4.557114e-04 1.563805e-02 0.0036531279
## PC134 -2.745354e-02 -8.888806e-03 -3.655396e-02 -3.499288e-02 -0.0316429604
## PC135 -4.252048e-02 -1.824911e-02 -2.608949e-02 -2.219243e-02 -0.0253517468
## PC136 1.570101e-02 -3.279495e-03 6.689582e-03 1.136869e-02 0.0179260880
## PC137 1.446867e-02 -1.449531e-02 2.375454e-02 2.298083e-02 0.0244285740
## PC138 5.772181e-03 -8.325059e-03 -3.412140e-03 1.496368e-02 0.0009306122
## PC139 -9.630761e-03 5.193471e-03 1.678317e-02 9.936306e-03 -0.0005523397
## PC140 1.419407e-02 4.682524e-03 2.151454e-02 1.318494e-02 0.0207269317
## PC141 2.830598e-02 9.000466e-03 1.148766e-02 3.323121e-03 0.0127412311
## PC142 -2.670013e-04 -2.643528e-02 3.729595e-02 -4.993398e-03 0.0109493350
## PC143 3.170333e-02 1.282856e-02 4.160862e-02 4.494800e-02 0.0355337035
## PC144 -1.074249e-02 -1.643013e-02 -4.642858e-03 -1.840668e-02 -0.0004303795
## PC145 -1.984885e-02 -3.701897e-02 -8.842801e-03 -1.250055e-02 -0.0063208372
## PC146 -1.729033e-02 -4.361511e-03 -3.207856e-02 -2.521442e-02 -0.0102252345
## PC147 -2.208656e-02 1.500984e-02 -4.698629e-03 -8.321535e-03 -0.0070398396
## PC148 1.620852e-02 -6.681441e-03 5.125407e-03 2.653280e-04 -0.0022901853
## PC149 1.154462e-03 2.066310e-02 -3.450499e-03 -1.644439e-03 -0.0148471996
## PC150 -2.203204e-02 -3.813156e-02 -2.019417e-02 -2.205020e-02 -0.0138324820
## PC151 6.646417e-04 2.219448e-02 1.065927e-02 5.161365e-03 0.0159357586
## PC152 -5.293482e-04 2.303072e-02 1.226084e-02 -8.446910e-03 0.0021361904
## PC153 -1.154082e-02 4.671178e-04 -2.303006e-02 7.224580e-03 -0.0164086655
## PC154 5.079884e-03 4.782827e-03 1.118630e-02 5.076458e-04 -0.0047120273
## PC155 1.106105e-02 6.253477e-03 9.538932e-03 -2.218500e-02 0.0059945306
## PC156 1.798099e-02 -9.438042e-03 -3.623311e-03 3.044580e-02 0.0028523324
## PC157 -1.035232e-02 7.765849e-03 1.402804e-02 9.147971e-03 0.0069909255
## PC158 -1.649633e-02 -1.696128e-02 -2.756741e-03 -1.147198e-02 0.0125525393
## PC159 5.407646e-03 3.304520e-02 1.749648e-02 6.237113e-03 0.0122988120
## PC160 -1.656022e-02 -1.545638e-03 -1.756001e-02 -2.671748e-02 -0.0117742208
## PC161 -5.554357e-03 -5.400207e-03 -1.503127e-02 -1.702057e-02 -0.0054199784
## PC162 -6.396588e-03 -2.395787e-02 2.377505e-03 6.912254e-03 0.0118137380
## PC163 -5.305101e-03 2.898314e-03 -2.076651e-02 -1.194428e-02 -0.0058198173
## PC164 -4.079603e-03 1.104159e-02 -4.120372e-03 1.299415e-02 0.0092174617
## PC165 8.106615e-03 2.159017e-02 2.862624e-02 -3.880355e-03 0.0136790034
## PC166 1.451008e-02 -1.361973e-02 1.497211e-02 8.177531e-03 0.0136640861
## PC167 2.025149e-02 8.822591e-03 1.884356e-02 2.842930e-02 0.0092441017
## PC168 -2.271847e-02 1.412487e-02 -5.871450e-03 -1.532686e-02 -0.0032517647
## PC169 8.584909e-03 -1.091219e-02 -3.670783e-03 1.074892e-02 0.0074468341
## PC170 -1.718797e-02 -4.617671e-04 -1.669427e-02 -1.256182e-02 -0.0016179266
## PC171 1.145274e-02 2.963762e-03 1.613319e-02 1.381000e-02 0.0048611938
## PC172 1.751227e-03 1.356271e-03 1.047016e-02 9.749177e-03 -0.0031501707
## PC173 1.579905e-02 3.132233e-02 -1.158000e-02 1.930059e-02 -0.0002237827
## PC174 2.823102e-02 3.835027e-02 1.074336e-02 2.582331e-02 0.0191643513
## PC175 2.203866e-02 5.549693e-03 1.425418e-02 9.315959e-03 0.0043084126
## PC176 2.978567e-02 2.854728e-02 5.426700e-02 4.602048e-02 0.0472865429
## PC177 -2.292428e-02 -6.986157e-03 -7.488139e-03 -2.606174e-02 -0.0076610996
## PC178 3.531311e-03 -6.700471e-03 4.478625e-03 2.456949e-03 0.0053947659
## PC179 -1.871136e-03 5.493013e-03 -8.438267e-03 -4.826140e-03 0.0091912955
## PC180 -9.159966e-03 -1.058163e-03 -3.393501e-04 1.191729e-03 0.0020744960
## PC181 6.893083e-03 -6.579973e-03 -4.004661e-03 1.381408e-02 -0.0126050098
## PC182 -2.672623e-03 -1.289891e-02 -1.438436e-02 -5.305956e-03 -0.0098366760
## PC183 -2.129766e-02 -9.478291e-03 -2.275015e-02 -1.678897e-02 -0.0246387753
## PC184 -5.593637e-03 -2.610411e-03 -2.571907e-03 -2.268789e-03 -0.0002470825
## PC185 1.010070e-02 9.336210e-03 -1.092953e-02 8.277781e-03 -0.0025497890
## PC186 3.102161e-02 7.690465e-03 1.046915e-02 5.228687e-03 0.0206621490
## PC187 2.125302e-02 1.303792e-03 -3.096497e-03 -3.076586e-03 0.0288993987
## PC188 5.890562e-03 1.462766e-02 1.951451e-03 3.039878e-03 -0.0026078345
## PC189 5.256393e-03 -1.000914e-02 -5.113187e-03 7.644401e-03 0.0137322499
## PC190 -3.510361e-03 1.492511e-02 -3.610202e-03 6.575211e-03 0.0062528249
## PC191 -1.938887e-02 -5.021735e-03 -1.795071e-02 -1.950478e-02 -0.0285653994
## PC192 1.941160e-02 2.963087e-02 2.259588e-02 2.300933e-02 0.0147998404
## PC193 1.631013e-02 -3.900505e-03 1.988125e-02 7.629089e-03 0.0118713603
## PC194 -2.065899e-03 -8.623886e-05 -2.875716e-03 3.470956e-03 0.0007360691
## PC195 8.252959e-03 1.794024e-02 3.007182e-03 2.738669e-03 0.0073818439
## PC196 -1.653394e-02 -1.418654e-02 -2.084165e-02 -3.226035e-02 -0.0311025882
## PC197 -1.159709e-02 2.918455e-02 1.143656e-02 2.505468e-02 -0.0016873277
## PC198 7.447483e-03 1.658340e-02 7.433278e-03 9.115855e-03 0.0038706747
## PC199 8.361320e-03 2.986114e-03 6.710421e-03 7.113149e-03 -0.0042024608
## PC200 5.469278e-03 -1.287132e-02 -9.969418e-03 -3.988512e-03 0.0076672921
## PC201 -7.018603e-03 -2.554484e-02 -7.667851e-03 -2.386395e-02 -0.0009476766
## PC202 2.132377e-02 -9.819268e-03 -4.084869e-03 1.410635e-02 0.0023992128
## PC203 -2.066712e-02 -1.336036e-03 1.494867e-03 -9.910820e-03 -0.0125805899
## PC204 6.530679e-03 -8.594037e-03 1.838771e-02 5.419651e-03 0.0109169264
## PC205 -5.828088e-03 -2.320396e-02 -2.174896e-02 -3.447493e-02 -0.0142654449
## PC206 -3.628564e-03 2.953994e-02 -2.713216e-03 -3.313916e-03 0.0016463184
## PC207 -3.436834e-03 2.936449e-03 -4.098980e-03 -6.981383e-03 -0.0168587557
## PC208 2.726281e-02 2.709534e-02 3.104161e-03 1.106784e-02 0.0119661977
## PC209 6.176443e-04 5.167348e-03 1.621456e-02 9.815258e-03 0.0062235509
## PC210 5.555238e-03 -6.639123e-03 -1.195337e-02 1.111997e-02 -0.0002382860
## PC211 3.330969e-04 -2.087341e-04 1.683453e-02 1.071984e-02 0.0087235415
## PC212 1.373570e-02 -5.103214e-03 3.130694e-03 2.089305e-02 0.0011200152
## PC213 1.417080e-02 7.460330e-03 9.836957e-03 1.478893e-02 0.0138601719
## PC214 -4.123407e-03 -2.327371e-02 -6.439128e-03 -1.562897e-02 -0.0064331171
## PC215 -2.376652e-02 -3.738238e-02 -6.596580e-03 -9.487715e-03 -0.0143183126
## PC216 -1.941428e-02 6.333237e-03 -4.937444e-03 -4.886175e-03 -0.0128777337
## PC217 4.148897e-03 -7.659685e-03 5.200414e-03 4.795003e-03 0.0041573483
## PC218 -2.225892e-02 -3.289961e-02 8.383929e-03 -3.980799e-04 -0.0068134655
## PC219 -1.875482e-02 -1.444783e-02 4.634040e-03 -8.216867e-03 -0.0008305937
## PC220 1.434512e-02 -3.814039e-03 2.239770e-02 2.376847e-02 0.0104446665
## PC221 1.087698e-02 5.756605e-03 1.780679e-02 -2.205807e-03 0.0137880897
## PC222 -6.318855e-05 -1.650517e-02 4.914737e-04 -2.004946e-02 -0.0097254146
## PC223 -1.278374e-02 -2.666436e-02 -2.175809e-02 -1.169942e-02 -0.0147533614
## PC224 -1.169842e-02 1.880609e-03 1.838801e-02 -5.346370e-03 -0.0010189185
## PC225 1.003994e-02 5.860619e-03 -1.572016e-02 -1.133699e-02 -0.0043963065
## PC226 1.832889e-03 2.417890e-02 3.471049e-03 3.492023e-03 0.0025401639
## PC227 1.485353e-03 -1.024918e-02 9.863831e-03 3.249404e-03 0.0052261109
## PC228 -1.377167e-02 -1.476729e-02 -1.052992e-02 -1.737865e-02 -0.0105865874
## PC229 4.857611e-03 1.133401e-02 8.705642e-03 3.181045e-03 0.0130029501
## PC230 -4.144440e-03 -2.791915e-02 -2.034036e-02 -1.365856e-02 -0.0028868241
## PC231 3.889601e-03 1.977874e-03 2.299732e-02 2.715242e-02 0.0134221332
## PC232 -6.940566e-03 7.734255e-03 -3.983169e-04 -4.335553e-03 -0.0044666805
## PC233 1.657321e-02 1.138718e-02 8.506831e-03 1.339160e-02 0.0117364138
## PC234 -1.688508e-02 -9.793607e-03 -3.961830e-03 -1.795024e-02 -0.0205227441
## PC235 -1.301776e-02 -4.404214e-03 5.729198e-04 -8.292437e-03 0.0052592291
## PC236 1.048749e-03 -4.188837e-04 9.022101e-03 7.267121e-03 0.0107844502
## PC237 6.184212e-03 6.405104e-04 -1.821426e-02 -7.420791e-03 -0.0057988468
## PC238 8.689277e-03 2.832418e-03 4.164381e-03 8.584196e-03 -0.0025322224
## PC239 -1.128556e-02 2.085360e-03 -1.012802e-02 -1.313712e-02 -0.0092998751
## PC240 1.518660e-02 1.707616e-03 1.496675e-02 3.783878e-03 0.0139861109
## PC241 -7.293943e-03 1.012890e-03 -7.388645e-03 -8.713291e-03 -0.0052727004
## PC242 3.033949e-03 2.510202e-02 9.689627e-04 1.343562e-04 -0.0009098857
## PC243 -2.717480e-02 -1.516301e-02 -1.791158e-02 -2.217576e-02 -0.0176298294
## PC244 -1.359699e-02 6.301938e-03 -1.945339e-02 -1.458624e-02 0.0040503274
## PC245 -4.756559e-03 -1.429145e-02 -2.534642e-03 -1.357249e-02 0.0043390556
## PC246 1.444252e-02 -1.249269e-02 1.413914e-02 1.040857e-02 0.0196874665
## PC247 -8.844060e-03 -4.749613e-04 -6.049245e-03 7.264119e-03 -0.0055171485
## PC248 2.299614e-03 1.309498e-02 5.617123e-03 1.956596e-02 0.0049975329
## PC249 1.078037e-02 -1.059132e-02 -4.948959e-03 -1.550897e-02 -0.0032113315
## PC250 1.012316e-02 -1.007821e-02 1.434094e-02 1.273409e-02 0.0125037869
## PC251 -1.492716e-02 -2.995293e-02 3.084238e-03 -2.081026e-02 -0.0022704494
## PC252 -5.868096e-03 -2.898685e-02 -2.178292e-02 4.948778e-04 -0.0179966818
## PC253 9.416417e-03 1.205304e-02 1.516466e-02 8.396091e-03 0.0118324939
## PC254 -2.804755e-04 -1.684393e-03 2.398506e-03 7.864673e-03 0.0047074494
## PC255 9.407614e-03 9.008298e-03 -2.284189e-04 7.755594e-03 0.0060305704
## PC256 -2.031105e-02 8.823466e-03 -1.105398e-02 -1.535204e-02 -0.0094702864
## PC257 -1.504692e-02 -5.138060e-03 -2.268891e-02 -2.911955e-03 -0.0100571464
## PC258 5.056204e-03 -1.612459e-02 -1.282168e-02 -4.984389e-03 -0.0074563199
## PC259 -1.016626e-02 -1.211264e-02 1.120827e-03 3.229085e-03 -0.0058039731
## PC260 3.873751e-03 -4.784609e-03 1.370956e-03 1.109849e-02 0.0013822306
## PC261 5.980064e-03 -4.106473e-02 -1.876014e-02 -1.332572e-02 -0.0024730629
## PC262 1.178567e-03 2.067280e-02 7.817662e-03 2.153478e-02 0.0035392267
## PC263 9.088662e-03 6.559069e-03 1.907306e-03 8.600389e-03 0.0068506362
## PC264 -1.874995e-02 -1.351424e-02 2.779346e-03 -6.936972e-03 0.0019892201
## PC265 1.027461e-02 5.418432e-03 9.395739e-03 8.384030e-03 0.0052532538
## PC266 3.479088e-03 -9.260451e-03 1.070390e-02 -1.965235e-02 0.0040693140
## PC267 -4.379314e-04 -9.518516e-03 4.027958e-03 7.632568e-03 0.0044167321
## PC268 -1.205818e-02 1.607420e-02 -2.333730e-02 3.759253e-04 -0.0136768879
## PC269 1.801176e-02 -8.943587e-03 -3.727691e-03 -5.168817e-03 -0.0015602791
## PC270 -1.645218e-02 6.581233e-03 -1.339324e-02 -1.050147e-02 -0.0013826132
## PC271 4.299775e-04 -1.021214e-02 5.339467e-03 -1.750129e-02 -0.0092021717
## PC272 -9.158625e-03 -1.270221e-02 -2.258283e-04 1.012683e-03 -0.0009713658
## PC273 4.907438e-03 1.060919e-02 1.088247e-02 5.458772e-03 0.0077177778
## PC274 -2.786476e-03 -1.232926e-02 8.139799e-03 1.691514e-02 0.0057444827
## PC275 1.012537e-02 -4.470457e-03 7.322843e-03 1.449077e-02 0.0106271682
## PC276 8.231014e-04 5.097506e-03 1.517356e-02 -1.316661e-03 0.0167284903
## PC277 7.179169e-04 -1.133557e-03 1.672731e-03 5.947251e-03 0.0050870961
## PC278 -1.723927e-02 -5.744251e-03 -1.232246e-02 -5.316027e-03 -0.0102269599
## PC279 1.088910e-03 -9.943130e-03 -1.338353e-02 -2.129085e-02 -0.0126461564
## PC280 -1.649478e-02 3.151317e-03 -8.978514e-03 -4.416683e-03 0.0029179759
## PC281 -4.496185e-03 -1.241693e-02 -1.008247e-02 -1.337125e-02 0.0025406813
## PC282 -1.230572e-03 -2.839045e-02 1.134302e-02 -1.014691e-02 0.0163340107
## PC283 -5.563023e-03 -1.058748e-02 -1.611452e-02 -2.192643e-02 -0.0133852119
## PC284 1.006172e-02 -3.127381e-03 3.087172e-03 3.851504e-04 0.0045091233
## PC285 -1.032637e-02 1.035265e-02 -6.007877e-03 -8.783780e-03 -0.0082756795
## PC286 -1.434157e-02 -2.734146e-03 1.380964e-02 -7.387302e-03 0.0011499957
## PC287 -1.126621e-02 -1.279533e-02 -1.424737e-02 -6.796546e-04 -0.0282115950
## PC288 -9.597365e-04 -3.023530e-03 -5.431520e-03 -8.314625e-03 -0.0118110807
## PC289 3.199013e-04 1.421143e-03 -1.008439e-02 7.275949e-03 -0.0124652929
## PC290 -6.469881e-03 -1.265993e-02 6.208658e-04 -7.188297e-04 -0.0070804291
## PC291 3.602534e-03 1.371232e-02 -1.642440e-04 -5.404641e-03 0.0071421865
## PC292 -4.413405e-03 -1.037654e-02 -1.731841e-02 -9.933508e-03 -0.0008431342
## PC293 -2.270545e-03 3.545077e-03 -5.682619e-03 6.183788e-03 -0.0016483401
## PC294 -8.361627e-03 7.380883e-03 3.407466e-03 7.136995e-03 -0.0031075262
## PC295 -3.998884e-03 -2.040732e-02 -2.093743e-03 5.273458e-03 -0.0070370367
## PC296 3.137717e-02 2.118486e-02 1.677144e-02 1.549040e-02 0.0144623298
## PC297 1.102693e-02 3.108972e-02 8.358334e-03 2.323387e-02 0.0131139390
## PC298 4.280288e-03 -1.857773e-02 -2.818983e-02 -1.784014e-02 -0.0171613195
## PC299 -7.227775e-03 -2.580345e-02 -7.298153e-03 1.667572e-03 -0.0114813862
## PC300 -1.292736e-02 1.275540e-02 -2.748785e-03 -1.599940e-02 0.0016937379
## PC301 7.811920e-03 -5.865816e-03 1.129678e-02 1.019543e-02 -0.0044296260
## PC302 -6.293387e-03 -6.035162e-03 -2.104163e-02 -1.062162e-02 -0.0110458191
## PC303 -1.141612e-02 -1.057129e-02 -1.017594e-02 -9.280532e-03 -0.0095661024
## PC304 6.352991e-03 -5.406920e-03 -2.275690e-02 -1.102395e-02 -0.0124678120
## PC305 -4.959518e-03 -2.402037e-03 3.610889e-03 1.107948e-04 -0.0142506802
## PC306 -1.187594e-02 -1.258827e-02 5.152381e-03 -6.351070e-05 0.0105560797
## PC307 -1.012375e-03 2.835055e-02 -7.229417e-03 -7.824870e-03 0.0069163959
## PC308 8.692075e-03 -2.453273e-03 1.833473e-02 2.360115e-02 0.0272113909
## PC309 -4.768644e-03 7.263378e-03 5.830699e-03 2.907215e-03 -0.0029020205
## PC310 -2.589786e-02 -9.446951e-03 -2.357022e-02 -1.793552e-02 -0.0274388349
## PC311 1.395046e-02 -1.283102e-02 -8.198776e-03 -1.634868e-02 0.0030523570
## PC312 8.716019e-03 5.910501e-03 1.605221e-02 -4.343075e-03 0.0167281824
## PC313 -1.321199e-02 -7.105664e-03 -5.379395e-03 -3.208656e-03 -0.0078933533
## PC314 -1.663594e-02 -3.978911e-03 1.159426e-02 -1.533167e-02 0.0030160508
## PC315 -1.107924e-02 4.880909e-03 -5.196579e-03 3.687993e-03 -0.0113509029
## PC316 -3.314972e-02 -1.150545e-02 -1.703696e-02 -2.324251e-02 -0.0308250188
## PC317 -5.687569e-03 -7.022863e-03 1.734484e-02 -4.124719e-03 0.0055626145
## PC318 -1.195476e-02 -1.317631e-02 -9.739497e-03 -1.294256e-02 -0.0035903208
## PC319 1.939209e-02 6.670526e-03 2.143553e-02 1.671771e-02 0.0345916263
## PC320 1.477950e-02 -9.421147e-03 -1.568316e-02 -1.570985e-02 -0.0044144235
## PC321 -1.667145e-02 -3.504634e-02 -3.660588e-02 -2.055020e-02 -0.0235234532
## PC322 1.020083e-02 3.339877e-03 1.211101e-02 9.614941e-03 0.0077736655
## PC323 2.748416e-02 2.052287e-02 3.797428e-02 2.823008e-02 0.0322288583
## PC324 1.003100e-02 7.191430e-03 1.024646e-02 8.681148e-03 0.0082893964
## PC325 -1.235011e-02 -1.490989e-02 -1.919684e-02 -1.442542e-02 -0.0106795750
## PC326 -3.597218e-03 -1.600932e-03 -1.579310e-03 2.374281e-03 0.0061234222
## PC327 1.415249e-03 3.484543e-03 1.024167e-02 1.229215e-02 0.0106086116
## PC328 1.238139e-02 -2.935720e-04 -1.403354e-02 -1.896876e-02 0.0081733857
## PC329 1.884058e-03 6.383816e-03 -9.233251e-03 1.249935e-02 -0.0032710354
## PC330 9.887472e-03 1.966150e-02 5.841196e-03 -5.601016e-03 -0.0025526800
## PC331 -3.437425e-03 1.761237e-03 8.850757e-03 -1.413981e-03 -0.0050724220
## PC332 5.685319e-03 1.638127e-02 1.616611e-02 1.900740e-02 0.0048468469
## PC333 -2.340846e-03 2.420831e-03 3.217591e-03 -8.936982e-03 0.0068149370
## PC334 -1.395193e-02 -5.208607e-03 -1.108015e-02 -9.817624e-03 -0.0058348819
## PC335 1.355985e-02 1.147085e-03 1.871544e-02 8.564885e-03 0.0178259166
## PC336 1.556027e-02 1.733082e-02 1.961981e-02 5.979098e-03 0.0234568316
## PC337 -2.453590e-03 8.078639e-03 -5.717997e-03 8.864614e-05 0.0074819210
## PC338 6.338598e-03 2.953437e-03 4.259963e-03 -7.201003e-04 -0.0101784166
## PC339 -1.928400e-02 7.390052e-03 8.727184e-03 1.163597e-02 -0.0072878041
## PC340 -1.852890e-02 -1.094717e-02 -1.253043e-02 -2.175940e-02 -0.0085555972
## PC341 -2.217075e-03 -9.177281e-03 9.851190e-03 6.632682e-03 0.0117441398
## PC342 -1.319179e-03 5.060178e-03 7.713909e-03 7.874845e-03 0.0031664465
## PC343 -2.183592e-02 -3.068832e-03 4.369317e-03 -8.302575e-03 -0.0005448731
## PC344 1.068114e-02 9.042594e-03 4.434735e-03 9.926165e-03 0.0024898136
## PC345 -1.186790e-04 3.777948e-03 -9.496992e-03 -7.241427e-03 -0.0031192402
## PC346 -1.151575e-02 -1.386432e-02 -9.669130e-03 -9.248081e-03 -0.0082425672
## PC347 2.268010e-02 5.056156e-03 8.343713e-03 8.182011e-03 0.0137622000
## PC348 -9.066463e-03 -5.958711e-03 -1.603934e-02 -1.326264e-02 -0.0042358255
## PC349 -2.256966e-03 -9.438787e-03 -3.780818e-03 -7.304696e-03 -0.0005855158
## PC350 1.104523e-03 -3.392839e-02 -2.010574e-02 -6.494645e-03 -0.0089120240
## PC351 -1.076837e-02 1.047345e-02 1.873496e-02 6.898400e-03 0.0054317786
## PC352 4.543717e-04 6.492447e-03 1.402772e-03 1.441122e-02 -0.0048645902
## PC353 -1.285516e-02 8.046354e-03 -2.948787e-03 -8.761406e-04 -0.0130018775
## PC354 6.940398e-03 2.649411e-02 8.070467e-03 1.918272e-02 0.0096676336
## PC355 1.580537e-02 3.005594e-02 2.776745e-02 1.165503e-02 0.0350938333
## PC356 1.488758e-02 3.855665e-03 2.586230e-02 1.218849e-02 0.0094323633
## PC357 -6.677906e-03 -1.570424e-02 -1.641789e-02 -1.070429e-02 -0.0091073159
## MADI MANG MARE MAYR MCAL
## PC1 6.162553e-01 0.6567345304 6.233105e-01 6.329894e-01 0.6242871926
## PC2 5.475958e-01 0.4797381864 5.432246e-01 4.767056e-01 0.5526257088
## PC3 -1.132778e-01 -0.2275831043 -5.790884e-02 -9.332930e-02 -0.0307844769
## PC4 -2.195465e-02 0.1656129035 8.204119e-02 2.109132e-01 -0.0692718575
## PC5 1.719926e-01 0.1691420488 1.941925e-01 2.056843e-01 0.2087261327
## PC6 -9.448647e-02 -0.0367497210 8.427797e-02 1.349047e-01 -0.0069743114
## PC7 1.798024e-01 0.1240161478 2.048673e-01 1.336443e-01 0.1728418043
## PC8 -3.519950e-02 -0.0513068748 -6.367771e-02 4.494083e-03 -0.0266055818
## PC9 -2.595282e-02 -0.0111437926 -5.481415e-03 -6.504522e-02 -0.0002275291
## PC10 1.233216e-01 0.1206793669 1.181162e-01 1.172613e-01 0.0986631326
## PC11 2.449073e-03 0.0717266917 4.941310e-02 4.478936e-02 0.0240498271
## PC12 5.966965e-02 0.0405312354 4.736521e-02 2.783247e-02 0.0846269709
## PC13 5.591106e-02 -0.0541226864 -1.593554e-02 -5.168382e-02 0.0556378103
## PC14 -2.945156e-02 -0.0057791169 1.502154e-02 4.410612e-02 -0.0340949077
## PC15 8.230990e-03 0.0436057934 -6.736977e-03 -1.183732e-03 -0.0081569940
## PC16 4.706747e-02 0.0182189718 4.631438e-02 1.246511e-02 0.0674029260
## PC17 -4.828323e-03 -0.0558590268 -3.547379e-02 -5.445321e-02 -0.0021889661
## PC18 3.005535e-02 0.0155653936 9.444492e-03 1.258522e-02 0.0141665779
## PC19 9.494348e-03 0.0136291605 -1.781925e-02 7.249758e-03 0.0097177033
## PC20 3.220672e-02 0.0210421607 -4.348292e-03 -3.815735e-02 0.0051931608
## PC21 -2.236864e-03 -0.0017984216 -1.080343e-02 -6.619657e-03 -0.0006734778
## PC22 6.221294e-02 0.0468179163 5.872659e-02 1.744813e-02 0.0267191777
## PC23 -1.369967e-02 0.0081222260 -2.342297e-02 1.949712e-03 -0.0249379987
## PC24 -3.695452e-02 -0.0061609126 -1.474942e-02 6.041200e-02 -0.0399113566
## PC25 -2.351742e-02 0.0391491978 1.362428e-02 3.800651e-02 -0.0193674128
## PC26 -2.557655e-02 -0.0199981542 -1.728867e-02 -1.699769e-02 -0.0064276460
## PC27 8.267829e-03 0.0437308139 2.683577e-02 1.393853e-02 0.0174746807
## PC28 4.253931e-02 -0.0119614562 3.275529e-02 5.058727e-03 0.0735393668
## PC29 4.664507e-02 0.0193497740 6.537515e-02 4.070844e-02 0.0523603397
## PC30 3.865872e-02 0.0308009478 9.279496e-03 1.598859e-02 0.0187835294
## PC31 -5.737703e-03 -0.0115223747 1.513314e-02 7.697685e-03 0.0054245021
## PC32 -2.166908e-02 -0.0138451693 1.165630e-02 8.776046e-03 -0.0144081723
## PC33 1.718072e-02 -0.0208692897 -2.353345e-02 -1.754014e-02 0.0388923687
## PC34 2.981845e-02 -0.0033756178 7.053852e-03 -7.621181e-03 0.0249737522
## PC35 -2.550428e-02 -0.0148796652 -1.897620e-02 -5.885426e-03 -0.0197422220
## PC36 1.368880e-03 0.0102869639 1.867944e-02 1.059579e-02 0.0082340454
## PC37 9.639202e-03 0.0104139463 1.987474e-02 1.235967e-02 0.0154880676
## PC38 3.497467e-03 0.0101960567 2.370882e-02 1.360279e-02 0.0229621862
## PC39 -1.170173e-04 0.0453334671 4.209805e-02 6.402712e-02 -0.0044416588
## PC40 -1.288716e-02 0.0059423087 2.920031e-03 2.005568e-02 -0.0290334576
## PC41 3.336550e-02 -0.0063599852 4.159101e-03 -2.031650e-02 0.0410360747
## PC42 2.553333e-02 0.0171519371 -3.735899e-03 -1.025082e-02 0.0321020269
## PC43 -3.378083e-03 -0.0174451258 -3.533453e-02 -4.490317e-02 -0.0199406732
## PC44 -7.454728e-02 -0.0558039817 -7.483832e-02 -5.545588e-02 -0.0686702967
## PC45 5.603358e-02 0.0453581910 4.055192e-02 2.374025e-02 0.0493291787
## PC46 -2.485200e-02 -0.0246908219 7.074887e-03 1.097232e-02 -0.0184759611
## PC47 1.084198e-02 0.0270695267 1.120944e-02 1.699615e-02 -0.0071633479
## PC48 -2.519916e-02 0.0039493501 -1.591369e-02 -1.431076e-03 -0.0303469720
## PC49 -2.381657e-02 -0.0267454732 -3.765388e-02 -2.566141e-02 -0.0269350733
## PC50 -1.429978e-02 -0.0139130282 3.254268e-02 5.470721e-03 0.0159780971
## PC51 -6.391278e-03 0.0306335396 6.874304e-04 3.035621e-02 -0.0067534837
## PC52 -3.707142e-02 -0.0436336479 -2.379271e-02 1.466767e-02 -0.0200947391
## PC53 1.621553e-03 0.0165083609 2.206327e-02 5.540231e-02 -0.0027382176
## PC54 -4.672497e-02 -0.0365199449 -3.662498e-02 -2.335782e-02 -0.0307173379
## PC55 -4.436599e-02 -0.0477498356 -1.822292e-02 -4.140885e-02 -0.0202937865
## PC56 -2.545075e-02 -0.0135731072 -1.202084e-02 -9.972273e-03 -0.0239504949
## PC57 1.227079e-02 0.0355456052 1.266704e-02 2.074239e-02 0.0036193641
## PC58 -1.878391e-02 -0.0032941040 -1.810475e-02 -1.478841e-02 -0.0129104253
## PC59 2.044553e-02 -0.0052202048 9.916632e-03 1.575757e-03 0.0058277724
## PC60 3.642175e-02 0.0257900337 4.054243e-02 2.583221e-02 0.0496362890
## PC61 -2.158757e-02 -0.0185885176 -1.775446e-02 -2.484683e-02 0.0022846751
## PC62 6.526547e-03 0.0202557364 1.022635e-02 -2.213736e-02 -0.0030403537
## PC63 3.311304e-02 0.0075654126 5.773153e-03 -2.932722e-02 0.0314050998
## PC64 -1.443209e-02 0.0083089525 -2.844008e-02 -5.494388e-03 -0.0212600372
## PC65 -3.952930e-03 0.0018822670 -7.169257e-03 -4.809565e-03 -0.0169576000
## PC66 -3.019305e-03 -0.0077147684 7.116949e-03 -7.891342e-03 0.0067012158
## PC67 -1.800440e-02 0.0250713643 1.159344e-02 1.665206e-02 -0.0130025135
## PC68 -2.589591e-03 -0.0018423374 2.154319e-03 -9.535562e-03 -0.0010600186
## PC69 -2.353694e-03 -0.0153424928 6.885027e-05 -2.139298e-02 0.0168322614
## PC70 -1.413900e-02 0.0045370714 -1.332746e-02 -1.714140e-02 -0.0279069651
## PC71 -8.026806e-03 -0.0154332682 -3.138939e-03 -1.071160e-02 0.0009162903
## PC72 1.682578e-02 0.0113474433 2.559142e-02 1.973939e-02 0.0279525909
## PC73 -1.068332e-02 0.0151397547 -1.046784e-02 5.599706e-04 -0.0129282714
## PC74 -7.286649e-03 -0.0247680176 -2.202592e-02 -3.014443e-02 -0.0057737057
## PC75 -2.854517e-02 -0.0178500407 -2.757632e-02 -1.827849e-02 -0.0250070970
## PC76 -9.015453e-03 -0.0016510633 4.410075e-03 -3.239949e-03 -0.0033350204
## PC77 6.271421e-03 0.0032296581 1.372634e-02 8.188914e-03 0.0166280337
## PC78 -2.062703e-03 0.0051666377 1.233416e-02 7.574333e-03 -0.0073845152
## PC79 6.736181e-03 0.0113076511 -1.151558e-02 -5.111440e-03 0.0037557279
## PC80 -6.035990e-03 -0.0027449752 -1.899540e-02 -2.904434e-03 -0.0080803606
## PC81 -2.250998e-02 0.0072711605 5.448405e-03 1.637142e-02 -0.0155258158
## PC82 1.571887e-02 0.0229418228 1.353869e-02 1.136520e-02 0.0195695662
## PC83 5.131027e-03 0.0136555576 1.709229e-02 9.364007e-04 0.0106539713
## PC84 -6.220275e-03 0.0161329643 9.112741e-03 -6.572314e-03 0.0068693188
## PC85 1.495976e-02 -0.0133124568 -2.416954e-03 8.036659e-03 0.0290101676
## PC86 -1.999060e-02 -0.0404825582 -1.843421e-02 -3.168846e-02 -0.0081929651
## PC87 -2.758588e-02 -0.0191022095 -3.053830e-02 -1.515953e-02 -0.0345215625
## PC88 -1.853630e-02 -0.0445358003 -2.339931e-02 -4.029978e-02 -0.0059126156
## PC89 1.116549e-03 -0.0114011461 -3.981985e-03 -9.677146e-03 -0.0122372412
## PC90 2.317285e-04 0.0029823886 -2.006066e-02 -3.392872e-02 -0.0139002904
## PC91 -6.478537e-03 -0.0130975004 -1.564669e-02 -3.148652e-02 0.0090877987
## PC92 -2.628596e-03 -0.0261354799 1.093741e-03 -1.494412e-02 0.0023297537
## PC93 1.986506e-02 0.0088387035 1.459403e-02 5.572150e-04 0.0301137862
## PC94 -5.271697e-03 -0.0147103027 -9.023016e-03 -2.033827e-02 -0.0035483313
## PC95 -7.091957e-03 -0.0068309784 -4.493751e-04 1.778494e-02 -0.0011932427
## PC96 2.525741e-02 0.0288720266 2.361941e-02 7.205540e-03 0.0106974839
## PC97 2.220221e-02 0.0121528105 3.619206e-03 2.103415e-03 0.0173332487
## PC98 -1.512292e-02 -0.0012068380 5.495517e-03 1.588210e-02 -0.0214006269
## PC99 -6.981384e-03 -0.0166106003 -7.502801e-04 -1.205030e-02 -0.0105361943
## PC100 1.471849e-02 0.0290261561 7.668920e-03 1.184676e-02 0.0076730632
## PC101 1.382677e-02 -0.0230693526 1.581575e-02 9.101043e-03 0.0257010541
## PC102 1.826215e-02 -0.0066656216 2.841027e-02 4.295635e-02 0.0235790561
## PC103 3.625638e-02 0.0243872409 2.407522e-02 2.437783e-02 0.0482885807
## PC104 8.621568e-03 0.0153377644 9.263406e-03 5.233722e-03 0.0079191218
## PC105 1.450777e-02 0.0026693433 8.625639e-03 -4.108405e-03 0.0131874237
## PC106 3.398306e-02 0.0214977613 2.186073e-02 3.139104e-02 0.0119513669
## PC107 -3.257428e-03 -0.0194230873 -2.202696e-02 -2.631910e-02 -0.0122150227
## PC108 -3.943584e-02 -0.0152283979 -2.530982e-02 -2.024948e-02 -0.0400741775
## PC109 -2.049571e-03 -0.0171493095 -1.648534e-02 -2.686679e-02 0.0088630400
## PC110 -6.623798e-03 0.0033443810 -1.882667e-02 8.001097e-04 -0.0025755986
## PC111 1.313544e-02 0.0125559837 9.046360e-03 -4.759216e-03 0.0075957715
## PC112 6.950229e-03 -0.0186327288 -1.138915e-02 -1.309174e-02 0.0110329622
## PC113 -1.648778e-02 0.0023691223 -1.368168e-02 -1.217845e-02 -0.0266507261
## PC114 2.427280e-02 0.0262190512 2.335621e-02 2.590204e-02 0.0361336532
## PC115 2.433752e-02 0.0288916706 2.195976e-02 1.707125e-02 0.0343523263
## PC116 -1.474840e-02 -0.0092063605 -1.975620e-03 -1.698813e-02 -0.0037543502
## PC117 -1.146116e-02 -0.0302546816 7.158973e-04 -1.984762e-02 0.0014349158
## PC118 1.117080e-02 -0.0080855782 -1.901155e-03 3.438938e-05 0.0135081984
## PC119 -8.509192e-03 0.0020024422 -7.347396e-03 4.348496e-03 -0.0195195601
## PC120 1.290699e-02 -0.0018800043 -2.024312e-03 -1.279084e-02 0.0084233036
## PC121 1.035585e-02 0.0072823686 -1.496258e-02 2.832248e-03 0.0065468688
## PC122 3.962178e-03 0.0215368132 7.194165e-03 1.405717e-02 -0.0010029314
## PC123 2.040127e-02 0.0169701860 8.311071e-03 -9.525058e-05 0.0162612864
## PC124 1.464487e-02 -0.0237997188 3.598112e-03 -1.572551e-02 0.0148177146
## PC125 2.249966e-02 -0.0111690277 -6.279386e-04 -2.230603e-02 0.0237193423
## PC126 5.554391e-03 -0.0062199147 -7.671756e-03 3.620844e-03 0.0145672621
## PC127 1.966089e-02 0.0143283636 -9.440367e-04 -1.272563e-03 0.0143745259
## PC128 1.569314e-02 0.0012083364 5.168451e-04 -1.314531e-02 0.0003009532
## PC129 1.434250e-02 0.0204568783 1.519978e-02 1.661010e-02 0.0118579531
## PC130 -1.161795e-02 -0.0179179045 1.118837e-02 -2.998752e-03 -0.0041712690
## PC131 -8.803164e-04 -0.0102980849 -1.200780e-02 -7.132940e-03 -0.0007265494
## PC132 -1.884780e-02 -0.0075087351 -2.074468e-02 -1.334219e-02 -0.0296139264
## PC133 3.523234e-03 0.0156540117 7.901687e-03 1.733368e-02 0.0024034685
## PC134 -3.376668e-02 -0.0331204131 -3.562112e-02 -2.459865e-02 -0.0277171015
## PC135 -2.164672e-02 -0.0132723391 -2.960487e-02 -1.087490e-02 -0.0343651730
## PC136 1.315415e-02 -0.0095623245 1.230405e-02 9.498404e-03 0.0207650649
## PC137 3.542585e-02 0.0144959410 2.444250e-02 1.018310e-02 0.0156966299
## PC138 3.074203e-03 0.0085725950 9.547441e-03 8.311674e-03 0.0044010499
## PC139 -6.435838e-03 -0.0106395686 6.857746e-03 1.999513e-03 0.0027051160
## PC140 1.977396e-02 0.0137935747 1.547211e-02 7.849957e-03 0.0141026290
## PC141 8.978248e-03 -0.0070668630 2.010432e-02 8.676644e-03 0.0128939904
## PC142 9.811907e-03 0.0089361376 2.799870e-03 -2.729799e-02 0.0127011668
## PC143 3.715117e-02 0.0358140725 5.197493e-02 3.962943e-02 0.0422856523
## PC144 -1.061815e-04 -0.0145344478 -9.074791e-03 -2.220838e-02 -0.0055935937
## PC145 -1.470331e-02 -0.0285414468 -4.843511e-03 -1.003171e-02 -0.0027499378
## PC146 -1.725868e-02 -0.0244594265 -2.717669e-02 -1.359170e-02 -0.0217100107
## PC147 1.429588e-03 0.0009012716 -1.981547e-02 -5.114892e-03 -0.0106668403
## PC148 1.707608e-03 0.0160554654 1.033886e-02 5.942439e-03 0.0024404727
## PC149 -1.147492e-02 0.0199756112 -1.049352e-02 3.642340e-03 -0.0097446118
## PC150 -1.211418e-02 -0.0189675069 -2.097555e-02 -3.365700e-02 -0.0187597266
## PC151 9.861383e-03 0.0137100520 1.425614e-03 1.217426e-02 0.0116922353
## PC152 3.761430e-04 0.0030695592 -4.059149e-03 -1.556204e-02 0.0018466533
## PC153 -1.492205e-02 -0.0178053192 -6.630840e-03 9.375980e-03 -0.0155398356
## PC154 2.486950e-04 0.0119192838 8.707954e-03 -6.016821e-04 -0.0013086825
## PC155 4.857873e-03 -0.0075781244 -4.228001e-03 -1.949230e-02 0.0111984975
## PC156 -3.745685e-04 0.0243580366 2.933627e-02 3.090577e-02 0.0147806252
## PC157 8.432629e-03 0.0043658204 6.420587e-03 7.655753e-03 0.0001094291
## PC158 4.650388e-03 -0.0031825469 -1.911357e-02 -1.396295e-02 0.0071833291
## PC159 1.017989e-02 0.0202803277 3.016066e-03 2.089343e-02 0.0120865905
## PC160 -1.477632e-02 -0.0247302726 -2.477622e-02 -2.429971e-02 -0.0116923268
## PC161 3.204707e-03 -0.0224574837 -6.732982e-03 -6.725141e-03 -0.0074643256
## PC162 1.768840e-02 -0.0057299259 4.970567e-03 7.451305e-03 0.0026508516
## PC163 -1.105209e-02 -0.0112069500 -1.076816e-02 -4.952678e-03 -0.0073881362
## PC164 1.108471e-02 0.0014032735 1.273302e-02 1.453038e-02 0.0085772875
## PC165 1.464542e-02 -0.0010447660 5.573137e-03 -3.768823e-03 0.0125690664
## PC166 1.869116e-02 -0.0006241932 1.640669e-02 -2.710777e-03 0.0117187944
## PC167 1.155961e-02 0.0067093626 2.956848e-02 2.163967e-02 0.0101060487
## PC168 -5.067187e-05 0.0025423969 -1.886247e-02 -7.208010e-03 -0.0015499247
## PC169 9.726921e-03 -0.0059898633 5.700362e-03 1.437236e-03 0.0120905128
## PC170 -9.046129e-03 -0.0220558774 -1.463718e-02 -6.658664e-03 0.0026356604
## PC171 4.194172e-03 0.0041867112 1.630983e-02 2.058864e-02 0.0059312693
## PC172 1.355487e-03 0.0027012776 1.120387e-02 5.357735e-03 0.0021456604
## PC173 -5.703787e-03 0.0001947162 1.836449e-02 3.068935e-02 0.0108407851
## PC174 2.225240e-02 0.0142614294 2.236843e-02 4.237813e-02 0.0194632536
## PC175 -3.412088e-03 0.0054050492 1.644624e-02 -1.434693e-04 0.0098270193
## PC176 5.005141e-02 0.0413561469 5.447576e-02 3.431595e-02 0.0442115604
## PC177 -6.021995e-03 -0.0124180669 -3.591170e-02 -1.681167e-02 -0.0193284071
## PC178 5.136622e-03 0.0094551759 4.187167e-03 1.120405e-04 -0.0024238831
## PC179 5.385885e-03 -0.0056586445 -3.402578e-03 -1.331073e-04 0.0044490273
## PC180 7.471371e-03 0.0093206928 -9.346241e-03 1.351249e-02 -0.0036484941
## PC181 -1.511939e-02 0.0093655789 4.548984e-03 2.335671e-02 -0.0119426946
## PC182 -4.999195e-03 -0.0099747027 -4.048676e-03 2.724026e-03 -0.0023677255
## PC183 -1.978495e-02 -0.0129832644 -2.167727e-02 -1.008930e-02 -0.0271748401
## PC184 4.942225e-03 0.0084996394 -1.981000e-03 1.294306e-03 -0.0034211736
## PC185 -2.008075e-02 -0.0068859873 -6.592314e-04 1.186787e-02 0.0016884991
## PC186 1.393778e-02 0.0065301238 2.036572e-03 1.074484e-02 0.0263593638
## PC187 1.729047e-02 0.0065516084 -3.140697e-04 -1.910792e-04 0.0249444193
## PC188 1.064981e-02 0.0024607264 3.406926e-03 -3.220139e-03 -0.0053190333
## PC189 7.132427e-03 -0.0046815586 1.354251e-02 1.238050e-03 0.0166795515
## PC190 6.000219e-03 -0.0033226936 1.652297e-03 1.581060e-02 0.0056483659
## PC191 -2.747373e-02 -0.0153158183 -2.368698e-02 -1.465368e-02 -0.0262388395
## PC192 1.593223e-02 0.0257655769 1.754320e-02 3.001133e-02 0.0189857279
## PC193 5.093322e-03 0.0041189289 4.358519e-03 3.732430e-03 0.0186861119
## PC194 -5.951881e-03 -0.0040878167 -3.399687e-03 7.211410e-03 -0.0013823194
## PC195 -3.992773e-03 -0.0036360693 1.915601e-03 -3.107211e-03 0.0097666923
## PC196 -2.233778e-02 -0.0201023480 -2.999152e-02 -2.766743e-02 -0.0275699403
## PC197 3.927098e-03 0.0295262474 1.250458e-02 3.174610e-02 -0.0015172554
## PC198 1.108861e-02 -0.0085257629 1.225414e-02 1.187718e-02 0.0064514521
## PC199 -3.679780e-03 0.0162685543 5.043209e-03 1.808898e-02 0.0036164422
## PC200 8.157928e-03 -0.0124134090 2.526712e-03 1.099146e-03 0.0007068527
## PC201 7.105581e-04 -0.0061130376 -1.258785e-02 -1.914964e-02 -0.0003408959
## PC202 3.604236e-04 0.0031516231 1.508883e-02 -3.839482e-03 0.0070611709
## PC203 -1.167640e-02 -0.0080480180 -1.723936e-02 -1.595873e-02 -0.0179940424
## PC204 1.283798e-02 0.0064927141 1.166973e-02 2.290175e-03 0.0102945595
## PC205 -2.786709e-02 -0.0362525997 -3.011946e-02 -4.463305e-02 -0.0147828819
## PC206 -1.650598e-03 -0.0041588172 -8.007992e-03 3.106898e-03 -0.0002388724
## PC207 -1.884705e-02 0.0050732341 -5.333756e-03 -7.041266e-03 -0.0084171657
## PC208 3.506742e-03 0.0109369923 1.955750e-02 1.376692e-02 0.0186378500
## PC209 1.103962e-02 0.0179106485 2.952821e-03 1.049001e-02 0.0079275569
## PC210 1.511269e-02 0.0073612231 1.027978e-02 9.359653e-03 0.0034502199
## PC211 1.791342e-02 0.0206557571 1.475037e-02 1.416231e-02 0.0119322066
## PC212 1.505148e-03 0.0078612426 3.181404e-02 3.394597e-03 0.0078779461
## PC213 9.583087e-03 0.0166462076 1.644739e-02 1.496563e-02 0.0088929259
## PC214 -7.630512e-03 -0.0173094604 -1.989977e-02 -6.928208e-03 -0.0048913319
## PC215 -1.719685e-02 -0.0102406207 -1.264828e-02 -1.480244e-02 -0.0134471098
## PC216 -5.432500e-03 0.0059131924 -7.703930e-03 -7.258191e-03 -0.0138079635
## PC217 9.046737e-03 -0.0025619280 1.327823e-02 4.089662e-03 0.0075890629
## PC218 -7.940158e-03 0.0045806811 -2.831698e-03 -1.927326e-02 -0.0158507391
## PC219 1.541357e-03 -0.0080197304 -1.285756e-02 -2.299625e-02 -0.0050812146
## PC220 1.700916e-02 0.0167098849 2.741763e-02 1.159421e-02 0.0117898843
## PC221 1.337721e-02 -0.0015742237 1.424818e-02 -9.050695e-04 0.0102960129
## PC222 -1.143487e-02 -0.0211354690 -1.068695e-02 -2.184501e-02 -0.0122103411
## PC223 -1.238814e-02 -0.0112962370 -1.167541e-02 -1.440954e-04 -0.0124857657
## PC224 1.122135e-02 0.0200657052 -6.785889e-04 9.641777e-03 0.0047131682
## PC225 -7.100540e-03 -0.0092466009 -7.340935e-03 -1.751960e-02 -0.0029975779
## PC226 3.142077e-03 0.0043114668 3.833470e-03 4.717618e-04 0.0039903107
## PC227 -4.707110e-03 0.0082694882 -7.028410e-03 1.409834e-02 0.0025878730
## PC228 -3.253262e-03 -0.0071358757 -2.270672e-02 -2.158716e-02 -0.0112521640
## PC229 1.814590e-02 0.0186859005 5.625203e-03 1.267936e-02 0.0158573942
## PC230 -9.587707e-03 -0.0234978721 -1.471706e-02 -2.101471e-02 -0.0047016296
## PC231 1.476873e-02 0.0168948425 1.742444e-02 2.177839e-02 0.0190202127
## PC232 6.445740e-03 -0.0033279979 5.598505e-03 -4.616299e-03 -0.0008379429
## PC233 6.142614e-04 0.0101605520 1.149206e-02 1.494240e-02 0.0173391589
## PC234 -2.053447e-02 0.0080767458 -2.821554e-02 -1.428879e-02 -0.0155930659
## PC235 7.368781e-03 -0.0035828682 -1.298247e-02 -3.416476e-03 0.0019579692
## PC236 6.354763e-03 0.0012911480 1.410080e-02 1.212002e-02 0.0182019085
## PC237 -1.072488e-02 -0.0005759420 -7.735716e-03 -4.322585e-03 -0.0022358917
## PC238 -1.173502e-02 -0.0003823454 1.045003e-02 1.841973e-03 -0.0050101008
## PC239 -6.910404e-03 -0.0142820675 -4.620857e-03 -8.925601e-03 -0.0151523266
## PC240 1.407748e-02 0.0188782522 8.196522e-03 -5.973322e-03 0.0180611346
## PC241 -4.681178e-03 -0.0124706047 -1.360635e-02 -8.868209e-03 -0.0046134999
## PC242 -1.283298e-02 -0.0053596800 -2.943810e-03 7.188703e-03 0.0016112407
## PC243 -2.063983e-02 -0.0210900503 -2.669354e-02 -2.322819e-02 -0.0182755050
## PC244 -1.072746e-02 -0.0233111047 -1.652223e-02 3.013587e-03 -0.0050418012
## PC245 -8.270819e-04 -0.0056315637 -7.875897e-03 -7.975355e-03 0.0030633256
## PC246 2.311279e-02 -0.0018130735 1.300481e-02 -3.916807e-04 0.0124278608
## PC247 -5.097109e-03 -0.0062245134 1.930814e-03 5.327396e-03 -0.0059783033
## PC248 1.901505e-03 0.0086546592 1.114101e-02 1.161120e-02 -0.0011732572
## PC249 -8.008266e-03 -0.0052547556 -9.505282e-03 -7.119691e-04 0.0042191536
## PC250 9.836955e-03 0.0138116208 1.430699e-02 1.151828e-02 0.0113764683
## PC251 1.826559e-03 -0.0147862153 -1.700283e-02 -1.389321e-02 -0.0075424340
## PC252 -1.850925e-02 -0.0147982647 -8.149839e-03 -1.003062e-02 -0.0215057298
## PC253 1.201810e-02 0.0277940892 1.488043e-02 8.429591e-03 0.0119648333
## PC254 9.313041e-03 0.0014884282 4.285003e-03 2.312667e-03 0.0050801865
## PC255 9.002718e-03 0.0080595047 7.018978e-03 7.865613e-03 0.0036169070
## PC256 -1.316376e-02 -0.0100943730 -1.329762e-02 -8.383402e-03 -0.0126253417
## PC257 -6.036912e-03 -0.0039281079 -8.769484e-03 4.030572e-03 -0.0115969696
## PC258 -9.537847e-03 -0.0135438924 -1.283585e-02 -9.859690e-03 -0.0083528330
## PC259 -3.315775e-03 0.0095064508 1.587307e-03 -4.585968e-03 -0.0101696541
## PC260 -4.370592e-04 -0.0073418998 8.484747e-03 1.667638e-03 0.0021682523
## PC261 -1.314637e-02 -0.0323125751 4.573391e-04 -1.469341e-02 0.0002982141
## PC262 1.017170e-02 0.0098115584 1.367840e-02 2.434100e-02 0.0046121696
## PC263 -2.426872e-04 0.0061714195 7.360209e-03 -3.757732e-04 0.0027562745
## PC264 -1.206745e-03 0.0058629803 -2.166339e-03 -1.737471e-02 -0.0004889126
## PC265 3.932789e-03 -0.0047220087 6.060598e-03 3.503290e-03 0.0096610464
## PC266 8.137491e-03 -0.0087466425 -1.146389e-02 -1.850468e-02 0.0060822955
## PC267 7.085645e-03 0.0082100937 5.110319e-03 -2.996392e-03 -0.0015053084
## PC268 -1.271823e-02 -0.0107796543 -7.938040e-03 1.316518e-02 -0.0080172879
## PC269 2.070247e-03 -0.0116192909 6.568260e-03 -1.431791e-02 0.0041365598
## PC270 2.540451e-03 -0.0090910086 -1.839126e-02 -1.161963e-02 -0.0137528415
## PC271 -1.177134e-02 -0.0028196970 -8.534697e-03 -1.507658e-02 -0.0093483184
## PC272 -2.573808e-03 -0.0055810870 8.293992e-04 -2.057386e-03 -0.0011813050
## PC273 1.446880e-03 0.0003243796 1.200455e-02 -1.975675e-03 0.0062489920
## PC274 3.918411e-03 -0.0033651043 4.871514e-03 5.427087e-03 -0.0049761014
## PC275 5.712999e-03 0.0138642534 1.118673e-02 1.373554e-02 0.0187432597
## PC276 1.615515e-02 0.0125058039 1.815217e-03 2.771487e-03 0.0118613410
## PC277 7.248170e-04 0.0086222566 -4.685345e-04 9.879224e-03 0.0001047938
## PC278 -1.160685e-02 -0.0147330696 -7.368140e-03 -1.685077e-02 -0.0117242767
## PC279 -1.325011e-02 -0.0124293454 -8.544241e-03 -1.926240e-02 -0.0068672448
## PC280 -1.587880e-03 -0.0004540052 -7.049684e-03 -9.130466e-03 0.0036313412
## PC281 -3.749769e-04 -0.0046626684 -9.902992e-03 -1.013627e-02 -0.0020425159
## PC282 1.449449e-02 0.0044394064 -1.424148e-03 -1.099430e-02 0.0142073217
## PC283 -1.290588e-02 -0.0187311822 -2.642544e-02 2.574619e-03 -0.0171565463
## PC284 7.195633e-03 0.0002605253 2.518248e-03 -2.429309e-03 0.0042473050
## PC285 -4.586272e-03 -0.0066721663 -8.778379e-03 3.885777e-03 -0.0128876260
## PC286 2.928701e-03 -0.0071036446 -1.937429e-03 3.232293e-03 0.0010388458
## PC287 -2.320342e-02 -0.0069123685 -1.464428e-02 -8.379121e-03 -0.0232965987
## PC288 -1.953501e-02 -0.0018451763 -1.780166e-02 -6.557979e-03 -0.0143518258
## PC289 2.370331e-03 0.0084519861 1.055559e-03 6.651994e-03 -0.0083182697
## PC290 -3.247147e-03 -0.0054608857 -7.789171e-03 5.680459e-03 -0.0073750871
## PC291 8.920885e-04 0.0115728400 -4.441450e-03 2.152202e-03 0.0075459025
## PC292 -6.703085e-03 -0.0167162623 -1.792579e-02 5.843704e-03 -0.0031955734
## PC293 -6.803134e-03 0.0148993031 4.614440e-03 9.234918e-03 0.0034955013
## PC294 -8.307902e-03 -0.0081413135 5.429948e-03 2.694206e-03 -0.0020852405
## PC295 -5.282858e-03 -0.0019661407 5.487634e-03 3.581553e-04 -0.0049668078
## PC296 1.675935e-02 0.0218863400 2.683219e-02 1.443695e-02 0.0174909183
## PC297 1.741880e-02 0.0327853747 1.675058e-02 2.094029e-02 0.0174761646
## PC298 -2.235743e-02 -0.0234001634 -1.764474e-02 -1.216422e-02 -0.0144486221
## PC299 -1.875785e-02 -0.0027114105 -2.100733e-03 2.886172e-03 -0.0116218388
## PC300 9.177128e-03 -0.0064876703 -5.646750e-03 -1.752639e-02 -0.0028264832
## PC301 3.617929e-04 0.0122557429 1.020205e-02 5.672529e-03 -0.0049313294
## PC302 -4.250082e-03 -0.0172921873 -1.052776e-02 -1.309682e-02 -0.0134293157
## PC303 -1.444971e-02 -0.0044553644 -1.487961e-02 -3.562527e-03 -0.0085337190
## PC304 -1.876351e-02 -0.0246226982 -8.051901e-03 -5.163258e-03 -0.0095981174
## PC305 -1.294738e-02 0.0024590613 -5.833033e-03 4.640183e-03 -0.0099572282
## PC306 -2.027236e-03 0.0030569806 8.270302e-03 -4.545947e-03 0.0074879728
## PC307 4.420511e-03 -0.0018050076 -9.483208e-03 1.013012e-03 0.0042993591
## PC308 1.695504e-02 0.0226582984 2.702946e-02 1.880322e-02 0.0138777779
## PC309 2.862790e-04 0.0100979920 6.281338e-03 -3.520647e-03 -0.0059829557
## PC310 -2.039604e-02 -0.0043868246 -2.204419e-02 -3.030106e-03 -0.0261716274
## PC311 6.750982e-03 -0.0087896439 -8.049755e-03 -2.346637e-02 -0.0001669935
## PC312 2.124627e-02 0.0056204484 1.979975e-03 4.713989e-03 0.0141040721
## PC313 -1.066065e-02 0.0051497193 -5.185684e-03 -5.756359e-03 -0.0107938361
## PC314 -1.467738e-03 -0.0087008414 -1.386491e-02 1.601351e-03 -0.0007242070
## PC315 -7.338015e-03 -0.0046801718 -6.099607e-03 7.248278e-03 -0.0191117461
## PC316 -2.904934e-02 -0.0236596926 -2.358505e-02 -2.072836e-02 -0.0271021922
## PC317 1.319420e-02 0.0074237564 -4.127740e-03 -1.671492e-03 -0.0006616216
## PC318 -1.134154e-02 -0.0095685043 -9.249478e-03 -1.822427e-02 -0.0045530444
## PC319 2.228165e-02 0.0131835292 2.579953e-02 6.584080e-03 0.0391129192
## PC320 -7.507231e-03 -0.0114918896 -1.274793e-02 -2.105463e-02 -0.0023191366
## PC321 -2.402762e-02 -0.0283862024 -1.537309e-02 -2.523696e-02 -0.0235314417
## PC322 1.051538e-02 0.0112776559 8.282920e-03 8.112367e-03 0.0060559263
## PC323 3.200205e-02 0.0308058840 3.836080e-02 2.220391e-02 0.0376785060
## PC324 1.346967e-02 0.0036282823 1.054763e-02 7.205238e-03 0.0096407745
## PC325 -1.512362e-02 -0.0189961313 -1.726449e-02 -1.626997e-02 -0.0127853036
## PC326 4.244910e-03 0.0033003522 -4.695034e-03 2.394369e-03 0.0024620796
## PC327 1.368251e-02 0.0174854277 1.225530e-02 2.074212e-02 0.0115030520
## PC328 -3.485549e-03 -0.0207171199 -1.595694e-02 -2.776753e-02 0.0083221387
## PC329 -6.888475e-03 -0.0002999311 2.701404e-03 1.036178e-02 0.0007519048
## PC330 3.444864e-03 0.0021929093 2.543096e-03 1.825530e-03 0.0082220235
## PC331 -6.458731e-03 -0.0066010901 -1.109488e-03 -3.772378e-04 -0.0033201809
## PC332 9.023811e-03 0.0199256676 2.410963e-02 2.629926e-02 0.0117300549
## PC333 4.096105e-03 -0.0080430606 -5.258443e-03 -8.471734e-03 0.0076887715
## PC334 -1.386223e-02 0.0016664176 -1.411318e-02 -1.945408e-03 -0.0094546520
## PC335 1.833958e-02 0.0101041527 1.070249e-02 9.290794e-03 0.0169660030
## PC336 2.477593e-02 0.0181097644 6.453751e-03 1.336312e-02 0.0267189317
## PC337 3.065784e-03 -0.0094868635 5.408998e-03 5.755178e-03 0.0091359404
## PC338 -3.712680e-03 0.0044240406 2.800924e-03 -3.031521e-03 -0.0023738019
## PC339 1.241312e-03 0.0055453284 1.193427e-03 6.226178e-03 -0.0071990453
## PC340 -8.522812e-03 -0.0136573324 -2.018866e-02 -2.985678e-02 -0.0074480030
## PC341 1.345563e-02 0.0127821379 8.827629e-03 -3.572124e-03 0.0164965509
## PC342 -2.198457e-03 0.0010497185 9.909894e-03 1.276574e-02 0.0036817798
## PC343 6.976545e-03 -0.0121753767 -9.550370e-03 -6.569672e-03 0.0023692997
## PC344 7.823842e-03 0.0152985636 1.482045e-02 1.075003e-02 0.0045846684
## PC345 -2.005064e-02 -0.0113030651 -5.455945e-03 -1.337562e-02 0.0010260245
## PC346 -1.171594e-02 -0.0084963679 -6.728932e-03 -1.166074e-02 -0.0064055668
## PC347 1.105826e-02 0.0037757313 9.518711e-03 1.102382e-02 0.0247722891
## PC348 -1.079023e-03 -0.0248690719 -9.491659e-03 -1.562023e-02 -0.0056378252
## PC349 -7.923919e-04 -0.0145725249 -6.376354e-03 -2.770680e-03 -0.0041727027
## PC350 -1.192152e-02 -0.0244890464 6.741684e-03 -1.711329e-02 -0.0014982555
## PC351 2.495087e-03 0.0072402594 1.064049e-02 5.893500e-03 0.0010011819
## PC352 -1.360978e-03 0.0062157496 4.739758e-03 6.107731e-03 -0.0061623607
## PC353 -4.754965e-03 -0.0074776119 -1.283946e-02 4.009929e-03 -0.0178376209
## PC354 1.019305e-02 0.0190290209 7.790509e-03 2.041096e-02 0.0014966166
## PC355 3.251708e-02 0.0113805042 1.438828e-02 4.937186e-03 0.0321701525
## PC356 1.694958e-02 0.0161190233 1.460056e-02 1.703447e-02 0.0139205587
## PC357 -9.214379e-03 -0.0051549628 -1.030712e-02 -1.500655e-02 -0.0065656339
## MEDF MEDI MIAM MINC MTHE
## PC1 6.296859e-01 0.6253149502 0.6165793343 6.281240e-01 5.418750e-01
## PC2 5.074948e-01 0.5169170431 0.5224794357 5.377830e-01 5.615328e-01
## PC3 -6.204287e-02 -0.1977896594 0.0709051914 -1.381457e-01 1.549621e-02
## PC4 1.574267e-01 0.1170581969 -0.0268035130 9.517339e-02 -1.452477e-01
## PC5 2.182587e-01 0.1552121490 0.2579600098 1.720947e-01 2.476423e-01
## PC6 1.210556e-01 -0.0544812697 0.1407905476 3.982956e-03 -3.813852e-02
## PC7 1.997924e-01 0.1852927278 0.1752941101 2.019341e-01 1.392174e-01
## PC8 -3.609715e-02 -0.0539003282 -0.0613914448 -5.936453e-02 1.366149e-02
## PC9 -3.150588e-02 -0.0154842615 0.0693438112 -2.232111e-02 -4.692865e-03
## PC10 1.166682e-01 0.1433443474 0.0776158070 1.327344e-01 1.069542e-01
## PC11 3.942206e-02 0.0414935193 0.0189763390 4.593603e-02 -2.938912e-02
## PC12 3.344505e-02 0.0353019461 0.0699689685 4.330286e-02 9.555921e-02
## PC13 -4.348386e-02 -0.0222537901 0.0086557726 -1.898740e-02 7.369374e-02
## PC14 5.108574e-02 -0.0102149852 0.0085534076 -4.467861e-03 -4.701046e-02
## PC15 -1.500608e-02 0.0491808792 -0.0323636229 2.040750e-02 -1.195835e-02
## PC16 3.251475e-02 0.0391949724 0.0164990452 4.942956e-02 8.317511e-02
## PC17 -4.698177e-02 -0.0394671392 -0.0174774145 -3.930588e-02 2.653671e-02
## PC18 6.008228e-03 0.0244482902 -0.0370474548 1.423479e-02 4.701855e-03
## PC19 -2.343109e-02 -0.0009898803 -0.0313177080 -6.035520e-03 2.529155e-02
## PC20 -1.541093e-02 0.0249587744 -0.0256997927 1.768743e-02 -7.399726e-04
## PC21 -7.841062e-03 -0.0123455565 -0.0053494616 -8.579947e-03 -7.616905e-04
## PC22 4.303832e-02 0.0768565593 0.0025695898 7.678144e-02 -3.220412e-02
## PC23 -9.854212e-03 0.0048399965 -0.0317041223 -1.147114e-02 -3.727719e-03
## PC24 2.301085e-02 -0.0170945926 -0.0365529613 -1.419683e-02 -4.371484e-02
## PC25 1.892653e-02 0.0231389038 0.0063696056 1.983566e-02 -5.352658e-02
## PC26 -1.230789e-02 -0.0322304790 0.0214058619 -2.644629e-02 -7.660675e-03
## PC27 1.734187e-02 0.0319808366 0.0115600211 3.173841e-02 6.673283e-03
## PC28 1.191583e-02 0.0030666631 0.0646607911 1.920224e-02 6.077457e-02
## PC29 4.664583e-02 0.0363547378 0.0868537545 3.895317e-02 2.982773e-02
## PC30 9.074906e-04 0.0292603409 -0.0068382253 2.624847e-02 7.271986e-03
## PC31 1.108811e-02 -0.0078271878 0.0184272685 5.699810e-03 -1.283748e-02
## PC32 9.577118e-03 -0.0115598161 0.0093696262 -4.096004e-03 -2.844280e-02
## PC33 -2.857740e-02 -0.0127262773 0.0109134458 -1.048318e-02 6.638645e-02
## PC34 -1.186317e-03 0.0024119208 -0.0062759782 5.028153e-03 4.343746e-02
## PC35 -1.166084e-02 -0.0237938630 0.0026373175 -2.684318e-02 -5.152450e-03
## PC36 2.283536e-02 0.0119576391 0.0079904509 1.317693e-02 1.384922e-02
## PC37 2.550780e-02 0.0037105617 0.0422063806 4.746208e-03 8.543613e-03
## PC38 2.093755e-02 0.0020936582 0.0651426500 1.470884e-02 3.534433e-02
## PC39 5.839149e-02 0.0356387094 0.0015455110 4.195135e-02 -2.592989e-02
## PC40 1.149508e-02 -0.0021613789 -0.0018283358 -4.646555e-03 -1.861210e-02
## PC41 -8.294060e-03 -0.0018210502 0.0360020388 2.811055e-03 3.225225e-02
## PC42 -7.697286e-03 0.0071243203 -0.0150950689 2.643954e-04 4.742187e-02
## PC43 -4.329254e-02 -0.0183766998 -0.0365232222 -2.266252e-02 -6.222430e-03
## PC44 -6.350716e-02 -0.0581049690 -0.0404928976 -6.970937e-02 -6.120363e-02
## PC45 2.145569e-02 0.0456695894 0.0359609191 4.641896e-02 4.927089e-02
## PC46 2.306997e-02 -0.0293028387 0.0222594224 -9.123377e-03 -3.104807e-02
## PC47 9.535372e-03 0.0186263168 -0.0139937789 1.732950e-02 -7.940185e-03
## PC48 -1.421396e-03 -0.0064982602 0.0013289862 -1.524831e-02 -4.254637e-02
## PC49 -2.171808e-02 -0.0290410603 -0.0504006086 -2.981861e-02 -2.197395e-02
## PC50 2.021166e-02 -0.0109821829 0.0520504646 7.768932e-03 2.286722e-03
## PC51 1.490994e-02 0.0144890522 -0.0060341214 8.036822e-03 9.444103e-03
## PC52 -3.933325e-03 -0.0471635794 -0.0075308978 -4.525768e-02 -4.640659e-03
## PC53 3.660668e-02 0.0168270819 0.0032168822 2.137516e-02 -7.861065e-03
## PC54 -3.583896e-02 -0.0399425027 -0.0262627682 -4.097173e-02 -1.359470e-02
## PC55 -2.034577e-02 -0.0475290016 0.0156368292 -3.898255e-02 -1.750826e-02
## PC56 -4.400494e-03 -0.0112883440 -0.0100229587 -5.140716e-03 -2.340315e-02
## PC57 1.935979e-02 0.0277158940 0.0011259426 1.674429e-02 1.855118e-03
## PC58 -2.165929e-02 -0.0103117930 0.0159848570 -1.384429e-02 -1.345429e-02
## PC59 1.494721e-02 0.0082550645 0.0197389939 8.621560e-03 9.733864e-04
## PC60 3.485976e-02 0.0318220446 0.0629394942 4.037712e-02 5.035647e-02
## PC61 -1.409544e-02 -0.0217324567 0.0137454537 -2.239295e-02 -2.545467e-06
## PC62 -4.862702e-03 0.0221011832 0.0060027620 1.431260e-02 -4.968704e-03
## PC63 -3.163347e-03 0.0185675649 -0.0021729265 1.785410e-02 2.322552e-03
## PC64 -2.614267e-02 0.0014764728 -0.0341623866 -1.055355e-02 -1.353738e-02
## PC65 -3.820487e-03 0.0002810978 -0.0123590107 -2.560079e-03 -1.544837e-02
## PC66 1.198226e-02 -0.0048165703 0.0130248964 4.192086e-03 2.194200e-03
## PC67 1.703169e-02 0.0094283749 0.0119017391 1.288468e-02 -2.436673e-02
## PC68 8.979541e-03 -0.0031383271 0.0061881724 -1.474297e-03 -8.091176e-03
## PC69 -8.349308e-03 -0.0111183531 0.0114420819 -4.591023e-03 8.614187e-03
## PC70 -1.843345e-02 0.0092695401 -0.0231774902 -5.945494e-04 -3.628264e-02
## PC71 -3.285498e-03 -0.0221499070 0.0157031190 -1.687630e-02 -7.636737e-03
## PC72 2.098505e-02 0.0115594475 0.0255340573 1.967985e-02 2.078626e-02
## PC73 -4.993006e-03 0.0048315684 0.0071804096 -8.037167e-03 -1.055393e-02
## PC74 -2.104007e-02 -0.0167013429 -0.0045031701 -1.738308e-02 -1.534658e-02
## PC75 -3.560078e-02 -0.0227016723 0.0032371231 -3.170214e-02 7.512997e-04
## PC76 4.728030e-03 -0.0028720336 0.0007450691 3.130262e-03 7.946474e-03
## PC77 9.316648e-03 -0.0042707834 0.0336441554 -3.518830e-04 9.060720e-03
## PC78 2.243939e-03 0.0080177283 -0.0004504404 1.122964e-02 -1.010531e-02
## PC79 -1.689812e-02 0.0080529859 -0.0019772492 -3.392040e-03 3.380077e-03
## PC80 -1.826443e-02 -0.0013095146 -0.0271202297 -5.569070e-03 -1.376529e-02
## PC81 1.947459e-02 0.0010281871 0.0056386657 -1.981031e-04 -1.494056e-02
## PC82 7.370464e-03 0.0225761583 0.0093549644 1.883064e-02 9.769240e-03
## PC83 9.537716e-03 0.0137571351 0.0084127135 2.023551e-02 4.347367e-03
## PC84 -8.574136e-03 0.0089611738 -0.0009645716 6.534049e-03 8.460580e-03
## PC85 -2.739556e-03 -0.0169619250 0.0344699358 -1.304443e-02 3.470406e-02
## PC86 -2.822269e-02 -0.0324655458 -0.0160087700 -2.393097e-02 1.527180e-03
## PC87 -1.552959e-02 -0.0280927307 -0.0320746644 -3.089291e-02 -2.504197e-02
## PC88 -2.530382e-02 -0.0399995237 0.0160881248 -4.029253e-02 6.377324e-03
## PC89 4.768397e-04 0.0074133382 -0.0261392709 3.224165e-03 -1.947582e-02
## PC90 -2.609342e-02 0.0018243190 -0.0160631469 -4.771582e-03 -6.120845e-03
## PC91 -2.069008e-02 -0.0066239319 -0.0249345432 -6.824727e-03 1.049482e-04
## PC92 -7.405558e-03 -0.0187141497 0.0124107717 -9.695614e-03 9.036557e-03
## PC93 6.060743e-03 0.0126725867 0.0155934869 1.550099e-02 2.608001e-02
## PC94 9.910156e-04 -0.0096360622 -0.0069865394 -1.312883e-02 -1.167126e-02
## PC95 1.667460e-02 -0.0121612313 0.0020389302 -1.648393e-02 8.440588e-03
## PC96 1.760071e-02 0.0306002290 0.0041119550 2.629420e-02 -2.962678e-03
## PC97 -5.446286e-03 0.0173117966 -0.0021861157 1.612812e-02 1.859362e-02
## PC98 2.293643e-02 0.0008143889 0.0096528216 1.859931e-03 -2.487940e-02
## PC99 5.856812e-03 -0.0062191312 0.0098751417 -2.893726e-03 -9.643777e-03
## PC100 6.925504e-03 0.0289791856 -0.0189124077 2.435914e-02 3.642559e-03
## PC101 7.141912e-03 -0.0168138616 0.0304186189 -8.494751e-03 2.836090e-02
## PC102 3.696269e-02 0.0064010104 0.0114460293 1.793888e-02 1.766680e-02
## PC103 1.164037e-02 0.0231772451 0.0222089478 2.702039e-02 4.819638e-02
## PC104 -5.516810e-04 0.0047211194 0.0178461098 4.110729e-03 -4.625300e-03
## PC105 9.730844e-04 0.0024986979 0.0160505418 1.278184e-04 9.984187e-03
## PC106 2.855133e-02 0.0282322972 -0.0024804555 3.265233e-02 2.163808e-02
## PC107 -2.885129e-02 -0.0196462571 -0.0156127453 -2.262309e-02 -1.880294e-02
## PC108 -1.819491e-02 -0.0231340479 -0.0280096467 -2.675411e-02 -2.637500e-02
## PC109 -2.049830e-02 -0.0165215967 -0.0125370812 -1.367388e-02 2.115895e-02
## PC110 -1.930070e-03 -0.0035131966 -0.0064355629 -9.812843e-03 7.307596e-03
## PC111 -3.264506e-03 0.0142340548 -0.0010836529 1.266274e-02 1.177505e-02
## PC112 -7.882809e-03 -0.0100776819 -0.0112787603 -1.299392e-02 5.533528e-03
## PC113 -1.278290e-02 -0.0019434190 -0.0186785258 -4.251570e-03 -1.325512e-02
## PC114 2.547868e-02 0.0201414617 0.0321947245 2.660339e-02 2.726307e-02
## PC115 1.610693e-02 0.0263283254 0.0162453911 2.782210e-02 2.865742e-02
## PC116 -6.835895e-03 -0.0136719097 -0.0117136618 -6.751280e-03 -7.976075e-03
## PC117 -4.016126e-03 -0.0266549736 0.0178864090 -1.617017e-02 2.399294e-03
## PC118 -4.191341e-04 0.0049810136 0.0149220556 2.490978e-03 2.759337e-02
## PC119 5.823079e-03 0.0065677272 -0.0242133320 -9.430678e-04 -5.742815e-03
## PC120 -8.990628e-03 0.0034493740 0.0052220192 9.936815e-03 6.160663e-03
## PC121 -1.187914e-02 0.0129247697 -0.0120578689 -9.164415e-04 -6.459276e-03
## PC122 3.567523e-03 0.0098135776 0.0059131864 4.690957e-03 2.177767e-03
## PC123 -4.268027e-05 0.0159341817 0.0162671912 1.225334e-02 5.123659e-03
## PC124 -1.207004e-02 -0.0094677241 0.0140782915 -4.513329e-03 1.610141e-02
## PC125 -1.820474e-02 0.0094828273 0.0194477591 3.943775e-03 2.295612e-02
## PC126 -6.157818e-03 -0.0087319643 0.0004105202 -1.304879e-02 2.338367e-03
## PC127 -9.387839e-03 0.0088802800 -0.0090700752 5.856724e-03 1.061499e-02
## PC128 -2.610595e-03 0.0109042161 -0.0054130567 5.975098e-03 4.126546e-03
## PC129 1.174659e-02 0.0248505823 0.0220328162 2.101803e-02 9.546493e-03
## PC130 7.772096e-03 -0.0133740805 0.0313719745 -7.163851e-03 -1.629151e-02
## PC131 -9.965718e-03 -0.0072953009 -0.0138185082 -9.071491e-03 -1.056710e-02
## PC132 -1.347059e-02 -0.0132879990 -0.0160760992 -1.688645e-02 -1.968292e-02
## PC133 1.429349e-02 0.0070980509 0.0143806126 5.383928e-03 -3.076909e-03
## PC134 -3.398890e-02 -0.0348098636 -0.0368841051 -3.861703e-02 -2.218144e-02
## PC135 -2.343334e-02 -0.0061126532 -0.0436165073 -2.135040e-02 -3.122043e-02
## PC136 1.523713e-02 -0.0010707120 0.0101037194 5.386414e-03 1.081942e-02
## PC137 1.640959e-02 0.0258480474 0.0159631952 2.390304e-02 2.764141e-02
## PC138 1.204468e-02 0.0128491963 0.0037084889 5.176017e-03 6.861084e-03
## PC139 7.086813e-03 -0.0045265986 0.0025770736 3.658357e-04 -3.180940e-03
## PC140 7.912899e-03 0.0083678374 0.0075700678 1.014699e-02 2.110972e-02
## PC141 7.469548e-03 -0.0017771414 0.0267078360 9.685972e-03 1.441147e-02
## PC142 -3.876735e-03 0.0114863633 0.0052026274 9.228890e-03 9.963540e-03
## PC143 4.242874e-02 0.0428125948 0.0229050298 4.730696e-02 2.434894e-02
## PC144 -1.348362e-02 -0.0062099755 -0.0100375319 -1.331854e-02 -7.624097e-03
## PC145 -8.228106e-03 -0.0198844146 -0.0185550606 -8.008349e-03 -2.763855e-03
## PC146 -2.675509e-02 -0.0345467544 -0.0073052928 -3.269456e-02 -6.392730e-04
## PC147 -1.177572e-02 0.0007588823 -0.0183398159 -4.002033e-03 -1.865631e-02
## PC148 9.490142e-03 0.0167181190 0.0199516663 6.498382e-03 5.768972e-03
## PC149 -1.999671e-03 0.0105764258 -0.0058322108 -3.954285e-04 -9.361622e-03
## PC150 -2.156496e-02 -0.0169842108 -0.0146637324 -2.117937e-02 -1.654569e-02
## PC151 -4.387943e-03 0.0081435062 -0.0017431033 8.269700e-03 1.607720e-02
## PC152 -6.183201e-03 0.0036725875 -0.0008655476 3.984094e-03 -4.751185e-03
## PC153 9.489236e-03 -0.0163062651 -0.0050564356 -1.163812e-02 -1.257165e-02
## PC154 -1.056216e-03 0.0129735018 0.0061967957 5.058765e-03 -1.099957e-02
## PC155 -1.188432e-02 -0.0063765605 0.0034431677 -6.073893e-03 1.002642e-02
## PC156 2.784950e-02 0.0186959534 0.0159401945 2.031045e-02 1.499904e-02
## PC157 1.425911e-03 0.0182819613 -0.0107994909 1.736906e-02 6.156210e-03
## PC158 -1.313453e-02 -0.0022579758 -0.0204348217 -7.272205e-03 1.944132e-02
## PC159 3.517539e-03 0.0053999258 0.0069823856 7.218732e-03 1.825091e-02
## PC160 -2.289491e-02 -0.0232472581 -0.0172288628 -2.455839e-02 -1.969842e-03
## PC161 -1.752637e-02 -0.0178336622 0.0001753873 -1.179844e-02 -1.584605e-02
## PC162 5.628807e-03 0.0084471853 -0.0050599998 2.981057e-03 2.148803e-02
## PC163 -1.991455e-02 -0.0181439775 -0.0101539802 -2.031776e-02 1.384476e-02
## PC164 1.915409e-02 0.0013068724 -0.0021285199 1.289795e-02 1.686649e-02
## PC165 4.581381e-04 0.0065369704 0.0111274242 3.364432e-03 2.094581e-02
## PC166 9.052357e-03 0.0152140015 0.0126888084 1.264516e-02 6.478172e-04
## PC167 2.725604e-02 0.0119902646 0.0207215899 1.964105e-02 1.123752e-02
## PC168 -2.312496e-02 -0.0047186788 -0.0252335252 -1.034174e-02 4.997655e-03
## PC169 1.510431e-02 -0.0058364453 0.0061417753 2.528805e-03 1.409768e-02
## PC170 -9.113569e-03 -0.0212912373 -0.0155620684 -1.405696e-02 7.385888e-03
## PC171 1.037003e-02 0.0050622253 0.0086514017 9.489734e-03 9.347377e-03
## PC172 1.222612e-02 0.0091277389 0.0035863240 9.316220e-03 -1.501740e-02
## PC173 2.207105e-02 0.0005513101 0.0122293798 3.646108e-03 6.589679e-03
## PC174 2.298347e-02 0.0134862221 0.0220945899 2.184240e-02 3.355167e-02
## PC175 1.608401e-02 -0.0045677695 0.0235550866 4.738611e-03 1.755036e-02
## PC176 5.181400e-02 0.0494701838 0.0332103563 4.881274e-02 3.077014e-02
## PC177 -3.124497e-02 -0.0149795561 -0.0257494812 -2.843071e-02 1.906968e-03
## PC178 1.353490e-03 0.0048708144 0.0083897584 2.822142e-03 -9.127300e-04
## PC179 -6.462130e-03 -0.0077270086 -0.0012263510 -5.350883e-03 1.436573e-02
## PC180 3.108779e-03 -0.0008397308 -0.0069591794 -1.588981e-03 1.952223e-02
## PC181 1.387661e-02 -0.0053160351 0.0091846941 2.460021e-04 -6.890290e-03
## PC182 -6.170763e-03 -0.0101064229 -0.0007962921 -1.010056e-02 -3.377019e-03
## PC183 -1.917714e-02 -0.0161293340 -0.0223395421 -1.875755e-02 -3.104830e-02
## PC184 3.349622e-03 0.0026530356 -0.0072711087 -2.988416e-03 2.245560e-03
## PC185 8.264921e-03 -0.0068678153 0.0126042671 -3.721331e-03 3.098290e-03
## PC186 9.456501e-03 -0.0022009454 0.0210324590 2.849219e-03 2.668068e-02
## PC187 -8.904744e-04 -0.0070084195 0.0131827374 -5.739692e-03 1.969131e-02
## PC188 3.079694e-04 0.0053754501 -0.0010698700 4.412616e-03 -9.878327e-03
## PC189 1.119372e-02 0.0080338613 0.0024520729 1.321899e-02 1.981169e-02
## PC190 1.845647e-03 -0.0029743466 -0.0050388509 -1.710730e-03 -8.697975e-03
## PC191 -1.407135e-02 -0.0119372308 -0.0172160098 -1.746622e-02 -2.785175e-02
## PC192 1.882440e-02 0.0200596405 0.0208363105 1.580921e-02 2.819538e-02
## PC193 6.897307e-03 0.0093854928 0.0103240470 1.107870e-02 6.552140e-03
## PC194 -3.350345e-03 -0.0046459570 -0.0009326328 -3.695688e-03 -7.641252e-04
## PC195 4.093546e-03 -0.0134615253 0.0124221873 -1.670819e-03 -2.043096e-03
## PC196 -2.630156e-02 -0.0173335637 -0.0130625860 -2.129045e-02 -9.276805e-03
## PC197 1.833000e-02 0.0192805534 -0.0075298774 1.803231e-02 -8.456162e-03
## PC198 7.379571e-03 -0.0100655663 0.0065732555 4.972563e-03 -9.056694e-03
## PC199 1.308058e-02 0.0165878627 0.0057008502 9.537712e-03 3.290044e-03
## PC200 1.411704e-03 -0.0121748969 0.0007930500 -6.741682e-03 -5.219849e-03
## PC201 -1.886967e-02 0.0008866587 -0.0097421213 -4.963462e-03 4.475513e-04
## PC202 3.018542e-03 -0.0010919428 0.0162419306 8.138874e-03 -2.314823e-04
## PC203 -1.096420e-02 -0.0052342163 -0.0208288404 -1.090804e-02 -1.824158e-02
## PC204 5.317465e-03 0.0060819282 0.0072661760 1.157070e-02 -7.066508e-03
## PC205 -2.732287e-02 -0.0364033184 -0.0053908186 -3.682402e-02 -8.970990e-03
## PC206 -5.125354e-03 -0.0127795013 -0.0007483568 -5.205467e-03 1.030021e-02
## PC207 -6.877404e-03 -0.0090563129 -0.0010146913 -2.509025e-03 -2.027889e-03
## PC208 1.283336e-02 0.0021255868 0.0251926153 7.820221e-03 1.464580e-02
## PC209 4.858780e-03 0.0211430264 -0.0042126027 8.327925e-03 1.131913e-02
## PC210 7.131950e-03 0.0124057811 0.0076777005 1.092926e-02 -6.614813e-05
## PC211 6.568551e-03 0.0276712852 0.0061360056 2.169183e-02 -4.230959e-03
## PC212 1.083880e-02 0.0117137200 0.0189418759 1.682810e-02 -3.116428e-03
## PC213 1.870704e-02 0.0079885243 0.0152810687 1.251707e-02 1.418085e-02
## PC214 -1.482614e-02 -0.0196789930 -0.0132918452 -2.265177e-02 -1.309198e-02
## PC215 -1.572495e-02 -0.0042124349 -0.0231042690 -7.011665e-03 -9.393989e-03
## PC216 -7.850750e-03 0.0017647425 -0.0057900059 -1.294680e-03 -4.363686e-03
## PC217 1.177598e-02 -0.0063551883 0.0073191110 1.360241e-03 -2.745204e-04
## PC218 -1.447949e-03 0.0041047333 -0.0101953966 7.275838e-04 -1.418909e-02
## PC219 -1.820244e-02 -0.0044537475 -0.0186955180 -8.988276e-03 -7.432955e-03
## PC220 2.166127e-02 0.0234399818 0.0122598269 2.505981e-02 5.093936e-03
## PC221 6.550386e-04 0.0138612419 0.0128023778 1.198699e-02 1.384554e-02
## PC222 -1.297456e-02 -0.0156831255 -0.0023099055 -1.842731e-02 -2.444217e-02
## PC223 -1.240022e-02 -0.0077606559 -0.0211003503 -1.024735e-02 -1.470239e-02
## PC224 -2.825501e-03 0.0207784618 -0.0058578210 8.203817e-03 -1.291123e-02
## PC225 -1.033262e-02 -0.0149942426 0.0103812075 -9.076358e-03 2.873769e-03
## PC226 -7.717044e-04 -0.0003439407 0.0059722468 -4.520472e-03 -1.016047e-02
## PC227 3.829609e-03 0.0109355827 -0.0071486098 3.741656e-03 1.348632e-02
## PC228 -2.017310e-02 -0.0194351675 -0.0046818373 -1.783306e-02 2.510021e-03
## PC229 -2.078699e-03 0.0194035365 0.0001989826 1.327192e-02 6.117715e-03
## PC230 -1.177669e-02 -0.0107714440 -0.0032280686 -1.592531e-02 4.285602e-04
## PC231 2.413007e-02 0.0117944144 0.0053203382 1.711149e-02 3.978604e-03
## PC232 -1.356427e-03 -0.0004989756 -0.0118122561 7.146105e-03 -3.129796e-03
## PC233 1.186374e-02 0.0113151297 0.0087103570 9.619080e-03 2.374840e-02
## PC234 -2.346125e-02 -0.0039416827 -0.0183651623 -1.083852e-02 -1.725873e-02
## PC235 -3.210679e-03 -0.0047336189 -0.0175672036 -7.821962e-03 2.327709e-03
## PC236 1.006479e-02 0.0050309701 0.0015490621 8.553132e-03 2.865210e-02
## PC237 -9.953132e-03 -0.0025717898 0.0039869625 -5.075512e-03 7.799485e-03
## PC238 5.541894e-03 0.0006737770 0.0145330870 1.775825e-03 -5.308863e-03
## PC239 -1.593889e-02 -0.0161321162 -0.0036394020 -1.213111e-02 -9.612805e-03
## PC240 -3.285706e-04 0.0107685133 0.0129290912 9.115268e-03 -2.492106e-03
## PC241 -1.498886e-02 -0.0071007849 -0.0077260961 -6.191455e-03 -1.377629e-02
## PC242 2.912264e-03 -0.0092172637 -0.0004339742 -1.163626e-03 9.610608e-03
## PC243 -2.947746e-02 -0.0236542391 -0.0300323668 -2.496718e-02 -1.301040e-02
## PC244 -1.031293e-02 -0.0185095527 -0.0087202323 -2.179953e-02 9.307232e-04
## PC245 -9.293051e-03 -0.0048310577 0.0021393591 -9.807500e-03 1.323355e-02
## PC246 8.005827e-03 0.0075611135 0.0137018549 1.047835e-02 6.907107e-03
## PC247 9.001936e-03 -0.0019756902 -0.0138331347 -1.422139e-03 -2.150928e-03
## PC248 1.766270e-02 0.0064122339 0.0070383950 9.295265e-03 6.190008e-03
## PC249 -9.452786e-03 -0.0086386564 0.0034779914 -8.918952e-03 1.108183e-03
## PC250 9.550151e-03 0.0127128514 0.0052507506 7.210875e-03 8.565351e-03
## PC251 -1.800178e-02 -0.0140785053 -0.0177376826 -1.630432e-02 -1.030915e-02
## PC252 -5.987177e-04 -0.0192770012 -0.0041165188 -9.458084e-03 -2.926018e-03
## PC253 6.923419e-03 0.0233420153 0.0124360039 1.812961e-02 1.218173e-02
## PC254 6.307203e-03 0.0036075984 -0.0003977084 2.586786e-03 2.253553e-03
## PC255 7.635656e-03 0.0074371639 0.0050078745 1.122765e-02 4.564070e-03
## PC256 -1.649150e-02 -0.0115319034 -0.0229453048 -1.440498e-02 -1.175748e-02
## PC257 -8.223283e-03 -0.0080180478 -0.0151686196 -1.486043e-02 -5.141284e-05
## PC258 -3.041790e-03 -0.0067693550 0.0037071184 -8.425250e-03 2.920408e-03
## PC259 5.087831e-03 0.0026950592 -0.0107346982 2.629870e-03 -7.303538e-03
## PC260 7.413927e-03 -0.0021845070 -0.0027626472 2.824229e-03 1.386894e-03
## PC261 -1.410871e-02 -0.0240851914 0.0085176375 -8.291492e-03 2.282124e-03
## PC262 1.731002e-02 0.0108746289 0.0078453415 1.155490e-02 8.729881e-03
## PC263 5.081277e-03 0.0045761129 0.0164526672 4.988107e-03 1.735966e-02
## PC264 -1.279605e-02 0.0003500987 -0.0144686361 -7.231145e-03 -3.808027e-03
## PC265 8.489481e-03 0.0011529532 0.0064329540 2.302559e-03 1.741862e-02
## PC266 -1.404770e-02 -0.0028515445 0.0063210040 -2.854079e-03 5.761893e-03
## PC267 2.568993e-03 0.0179692131 -0.0015904564 1.540268e-02 4.618097e-03
## PC268 1.342510e-02 -0.0216163754 -0.0072580868 -1.447390e-02 -8.074112e-03
## PC269 -9.636508e-03 -0.0032918181 0.0175286260 -1.631287e-03 6.130366e-03
## PC270 -1.816233e-02 -0.0105863960 -0.0110771828 -1.531668e-02 4.302341e-03
## PC271 -2.058240e-02 -0.0018841665 0.0021958903 -5.470291e-03 -2.097968e-02
## PC272 2.390635e-03 -0.0027668965 -0.0090910016 -1.363220e-03 -7.108336e-03
## PC273 8.375946e-03 -0.0026871069 0.0036984796 4.795024e-03 1.027261e-02
## PC274 1.543794e-02 0.0088546945 -0.0002518257 7.221881e-03 7.115806e-03
## PC275 1.256114e-02 0.0062489999 0.0134120438 1.277629e-02 7.348352e-03
## PC276 -4.479852e-03 0.0073553568 -0.0014974677 7.398959e-03 2.001193e-02
## PC277 2.839986e-03 0.0073458015 -0.0078383704 3.833894e-03 2.121657e-02
## PC278 3.266830e-03 -0.0137789289 -0.0117412934 -1.520970e-02 -6.379601e-03
## PC279 -1.738129e-02 -0.0120456237 0.0047824059 -1.552294e-02 -2.248665e-02
## PC280 -8.166140e-04 -0.0033172884 -0.0042381673 -9.761117e-03 1.150558e-02
## PC281 -1.274239e-02 -0.0131732331 -0.0062572086 -1.271880e-02 1.119326e-03
## PC282 -2.001772e-03 0.0084254061 -0.0022122350 -1.762361e-03 1.488253e-02
## PC283 -1.715762e-02 -0.0191255065 -0.0044193121 -2.895807e-02 -1.345146e-03
## PC284 2.195565e-03 0.0052829949 0.0115852633 4.811150e-03 -2.916133e-03
## PC285 -1.047633e-02 -0.0064858578 -0.0075987370 -9.577480e-03 -7.526361e-03
## PC286 -4.666591e-03 -0.0002152995 -0.0123647029 1.033085e-03 1.226024e-02
## PC287 -2.387330e-03 -0.0144105608 -0.0196814501 -1.408342e-02 -1.417777e-02
## PC288 -4.460142e-03 -0.0053137883 -0.0062430476 -1.122513e-02 -1.200766e-02
## PC289 1.314592e-03 0.0062642258 0.0006842092 2.469317e-03 -1.865000e-02
## PC290 -4.994259e-03 -0.0069711724 -0.0034057955 -7.034954e-03 -6.814450e-04
## PC291 -6.413118e-03 0.0019069587 -0.0046259354 -3.221523e-03 7.945015e-03
## PC292 -5.600118e-03 -0.0227374529 -0.0115920190 -2.467288e-02 7.876631e-03
## PC293 6.466146e-04 0.0096305754 -0.0018956959 8.033280e-03 5.709168e-03
## PC294 1.143432e-02 -0.0032635486 -0.0019687621 -4.553075e-03 -2.999006e-03
## PC295 5.621122e-03 0.0011000332 -0.0058556411 -1.034134e-04 -1.102243e-02
## PC296 1.474940e-02 0.0199217458 0.0255103253 2.839112e-02 1.630917e-02
## PC297 1.549164e-02 0.0244140759 0.0047770092 2.198219e-02 1.749968e-02
## PC298 -1.444205e-02 -0.0233967972 -0.0028387535 -2.635697e-02 -1.287339e-02
## PC299 5.993301e-03 -0.0060643305 -0.0038571689 -3.100846e-03 -2.087968e-02
## PC300 -1.531599e-02 0.0064541163 -0.0082914868 -1.060927e-03 -7.862565e-03
## PC301 1.102959e-02 0.0108510034 0.0078917943 7.662279e-03 -1.990879e-03
## PC302 -7.416146e-03 -0.0153054463 -0.0075495810 -1.004462e-02 -6.720384e-03
## PC303 -1.154399e-02 -0.0102043946 -0.0113450767 -1.032837e-02 -3.543950e-03
## PC304 4.003475e-04 -0.0216997314 -0.0015433744 -1.545522e-02 -8.112735e-03
## PC305 -4.002092e-03 0.0008943274 -0.0025281604 -1.537603e-03 -2.713952e-02
## PC306 -7.121042e-03 0.0075965387 -0.0064271258 8.301503e-03 6.611696e-03
## PC307 -4.718978e-03 -0.0059372274 -0.0063052487 -5.652513e-03 9.664965e-03
## PC308 2.298831e-02 0.0233548301 0.0094828071 2.682054e-02 2.297980e-02
## PC309 5.291819e-03 0.0088198852 0.0008650280 5.354583e-03 -1.371853e-02
## PC310 -7.850781e-03 -0.0135543224 -0.0284960615 -1.847834e-02 -2.259240e-02
## PC311 -9.686955e-03 -0.0061082496 0.0157622744 -4.691062e-03 1.561613e-03
## PC312 -6.822700e-03 0.0112993639 0.0080512776 7.557916e-03 7.438628e-03
## PC313 2.181549e-03 0.0048739165 -0.0132379174 5.455257e-05 2.821613e-03
## PC314 -1.152075e-02 0.0008954750 -0.0117394589 -5.039522e-03 -7.379258e-03
## PC315 1.002959e-02 -0.0114945590 -0.0022046132 -1.289007e-02 -1.734762e-02
## PC316 -2.246182e-02 -0.0157694351 -0.0191440708 -1.862028e-02 -2.906908e-02
## PC317 -2.367536e-03 0.0088344598 -0.0058784605 3.390584e-04 -3.492760e-03
## PC318 -1.026617e-02 -0.0112480194 -0.0116821640 -8.179235e-03 -7.438392e-03
## PC319 1.781773e-02 0.0098072614 0.0215426654 1.880029e-02 3.143628e-02
## PC320 -1.472633e-02 -0.0159280880 0.0037884204 -1.838402e-02 5.334743e-03
## PC321 -1.756485e-02 -0.0263869189 -0.0252190239 -2.387977e-02 -2.063358e-02
## PC322 6.167020e-03 0.0151516207 0.0089517765 1.357966e-02 -2.091172e-03
## PC323 2.930417e-02 0.0353324130 0.0248209226 4.129795e-02 2.644277e-02
## PC324 8.796045e-03 0.0145248826 0.0204134639 1.020964e-02 1.144950e-02
## PC325 -8.449397e-03 -0.0186976695 -0.0120357751 -1.587396e-02 -3.037823e-03
## PC326 2.318823e-03 -0.0038262957 -0.0049974983 -7.672919e-04 1.088635e-03
## PC327 5.015954e-03 0.0138111391 0.0038155786 1.084327e-02 2.292550e-02
## PC328 -1.736386e-02 -0.0193108840 0.0203721573 -1.899559e-02 5.818662e-03
## PC329 9.499169e-03 0.0005154154 -0.0042391375 2.074667e-03 2.499256e-03
## PC330 1.969966e-04 0.0006466165 0.0050809075 4.120586e-03 -8.306753e-03
## PC331 2.144709e-03 -0.0016206496 0.0026993331 -2.229076e-04 1.230861e-03
## PC332 2.248552e-02 0.0169199331 0.0073432580 2.260840e-02 1.917787e-02
## PC333 -8.939516e-03 -0.0073361066 -0.0059739404 -9.558111e-03 2.318147e-03
## PC334 -1.679654e-02 -0.0057393502 -0.0103643652 -6.488784e-03 -8.872343e-03
## PC335 7.311288e-03 0.0069755266 0.0097114886 5.501333e-03 1.196196e-02
## PC336 5.283169e-03 0.0124386181 0.0117572425 1.352122e-02 2.034010e-02
## PC337 5.075841e-04 -0.0105568003 0.0017769600 -7.571954e-03 5.635283e-03
## PC338 2.555638e-03 0.0078446318 0.0100643279 3.957477e-04 -4.384334e-03
## PC339 4.849724e-03 0.0029968663 -0.0112902179 4.168550e-03 -8.198063e-03
## PC340 -2.721792e-02 -0.0138674206 -0.0260023835 -1.899481e-02 -4.560706e-03
## PC341 9.677707e-03 0.0204504607 0.0038361762 7.013258e-03 3.181515e-03
## PC342 2.128889e-03 0.0047189851 -0.0015922556 1.117827e-02 3.805363e-03
## PC343 -1.051403e-02 -0.0047911125 -0.0227731334 -5.459605e-03 2.889905e-03
## PC344 7.819276e-03 0.0198006116 0.0084577094 1.360327e-02 -4.109575e-03
## PC345 -1.121984e-02 -0.0152982946 -0.0068904811 -1.035012e-02 5.208827e-03
## PC346 -7.943058e-03 -0.0096991295 -0.0066713403 -1.109014e-02 1.723753e-03
## PC347 9.451941e-03 0.0090236089 0.0266769413 9.171843e-03 9.859500e-03
## PC348 -1.363238e-02 -0.0216852185 -0.0126510536 -1.816490e-02 3.097194e-03
## PC349 -8.596683e-03 -0.0041892337 -0.0034515135 -9.890610e-03 -5.206375e-03
## PC350 -1.707614e-03 -0.0108460812 0.0091860229 -6.936786e-03 -4.036226e-03
## PC351 8.266556e-03 0.0137704745 -0.0141506755 1.246171e-02 3.843195e-03
## PC352 1.360722e-02 0.0081274222 -0.0063103066 5.063434e-03 -7.909299e-03
## PC353 -1.552556e-03 0.0002659953 -0.0078567743 -5.126175e-03 -9.626882e-03
## PC354 1.808679e-02 0.0124633223 0.0109787100 8.102568e-03 3.746556e-03
## PC355 8.950977e-03 0.0176461130 0.0139262979 1.969887e-02 2.922060e-02
## PC356 1.142264e-02 0.0176221387 0.0208616828 1.957204e-02 8.170289e-03
## PC357 -1.264789e-02 -0.0009361168 -0.0044627371 -1.063994e-02 -1.322438e-02
## NEWK NINN NOWA OILT OKEM
## PC1 6.312049e-01 6.242359e-01 6.254078e-01 0.6257735965 0.6126978022
## PC2 5.189234e-01 5.272549e-01 5.167556e-01 0.5498972410 0.5539773694
## PC3 -8.787362e-03 -1.440760e-01 4.194898e-02 -0.0303357684 -0.0376926128
## PC4 1.110738e-01 7.518149e-02 2.382311e-02 0.0361482750 -0.0106079521
## PC5 2.219960e-01 1.510066e-01 2.466023e-01 0.2084460784 0.1984213206
## PC6 1.312860e-01 -1.819302e-02 1.233404e-01 0.0900935593 0.0365718679
## PC7 2.223016e-01 1.880130e-01 2.011859e-01 0.2025468150 0.2033764867
## PC8 -5.328534e-02 -6.653762e-02 -6.310969e-02 -0.0655174766 -0.0529928493
## PC9 -2.724151e-03 -2.901020e-02 3.767104e-02 0.0068782519 0.0041565359
## PC10 1.087251e-01 1.316899e-01 7.926456e-02 0.0972930626 0.1020450663
## PC11 2.640074e-02 5.311797e-02 1.934957e-02 0.0425523845 0.0344664698
## PC12 4.347399e-02 5.578595e-02 6.200500e-02 0.0542575242 0.0797783019
## PC13 -2.951240e-02 -1.198868e-02 1.972270e-03 0.0019285556 0.0224650055
## PC14 5.655392e-02 -1.521447e-02 2.494480e-02 0.0016754423 -0.0212021976
## PC15 -2.714183e-02 2.002444e-02 -3.439996e-02 -0.0162628365 -0.0067148359
## PC16 2.779398e-02 4.239765e-02 3.077170e-02 0.0567059972 0.0642774937
## PC17 -3.462323e-02 -3.638381e-02 -1.395557e-02 -0.0207240727 -0.0068056795
## PC18 4.754123e-03 1.396277e-02 -1.794367e-02 0.0022537624 0.0107187945
## PC19 -3.790943e-02 -6.153329e-03 -3.431729e-02 -0.0185718773 0.0004824822
## PC20 -1.529293e-02 1.072180e-02 -1.729868e-02 -0.0072453338 0.0006174690
## PC21 -1.922281e-02 6.182749e-03 -1.359358e-02 -0.0133973485 -0.0011348397
## PC22 4.013811e-02 7.848261e-02 2.060884e-02 0.0496967044 0.0449028746
## PC23 -2.009926e-02 -1.184994e-02 -2.321757e-02 -0.0232640265 -0.0281429985
## PC24 -2.344612e-03 -2.362980e-02 -2.949977e-02 -0.0232585417 -0.0388977454
## PC25 7.740869e-03 1.124196e-02 6.434483e-03 0.0068308407 -0.0073118684
## PC26 -1.027903e-02 -2.469648e-02 4.316838e-03 -0.0148416586 -0.0107834651
## PC27 9.155913e-03 2.762088e-02 1.722944e-02 0.0204964418 0.0169928238
## PC28 2.724247e-02 2.216806e-02 5.834887e-02 0.0506636939 0.0555993579
## PC29 6.457833e-02 3.266175e-02 8.177859e-02 0.0656863870 0.0576766720
## PC30 -1.543443e-02 3.206545e-02 -1.382152e-02 0.0073459550 0.0197246211
## PC31 1.738330e-02 -3.288186e-03 2.085071e-02 0.0198665230 0.0133177799
## PC32 2.097005e-02 -7.440984e-03 1.338586e-02 0.0058040546 0.0006040991
## PC33 -3.002235e-02 -8.859482e-03 -4.932034e-03 -0.0040129292 0.0179974248
## PC34 4.883319e-03 6.631011e-03 -5.558535e-03 0.0054895124 0.0114539183
## PC35 -7.304212e-03 -2.484250e-02 -1.389769e-03 -0.0252240648 -0.0267197636
## PC36 1.955377e-02 1.119214e-02 1.730044e-02 0.0227682831 0.0157663261
## PC37 3.301484e-02 1.106210e-02 3.674970e-02 0.0263437655 0.0180547610
## PC38 2.947513e-02 1.428348e-02 4.895904e-02 0.0359629385 0.0318777566
## PC39 4.320212e-02 3.018669e-02 1.598227e-02 0.0303375184 0.0182805275
## PC40 7.588206e-03 -3.273965e-03 2.150295e-03 -0.0041767805 -0.0192232562
## PC41 -2.281648e-03 1.387524e-02 1.944701e-02 0.0162349383 0.0309594515
## PC42 -9.227541e-03 9.113769e-03 -8.996565e-03 0.0003122024 0.0054993308
## PC43 -3.976648e-02 -2.130619e-02 -3.369806e-02 -0.0318681300 -0.0211020837
## PC44 -6.041382e-02 -7.591551e-02 -5.260148e-02 -0.0703211142 -0.0665841072
## PC45 2.773315e-02 4.538128e-02 3.491912e-02 0.0421974092 0.0483550156
## PC46 3.134509e-02 -1.197478e-02 2.546517e-02 0.0043178686 -0.0043628429
## PC47 3.695952e-03 1.536703e-02 -1.221000e-02 0.0004844772 -0.0043472110
## PC48 -8.482978e-03 -1.369087e-02 -1.215861e-02 -0.0160797693 -0.0273551001
## PC49 -2.951253e-02 -2.946734e-02 -4.065204e-02 -0.0378173784 -0.0341559453
## PC50 4.138119e-02 8.317747e-03 5.117316e-02 0.0350839239 0.0290368571
## PC51 6.902687e-03 9.879415e-03 -4.922276e-03 -0.0036686999 -0.0057907773
## PC52 -4.151263e-04 -4.050676e-02 -1.130138e-02 -0.0234064343 -0.0199237958
## PC53 2.664702e-02 2.042701e-02 1.420125e-03 0.0108622556 0.0057276536
## PC54 -4.077979e-02 -3.739966e-02 -4.170497e-02 -0.0449416373 -0.0351394846
## PC55 -3.997334e-03 -3.984299e-02 1.325555e-02 -0.0050393983 -0.0145646425
## PC56 -8.657088e-03 -1.022710e-02 -8.775407e-03 -0.0154024633 -0.0194291372
## PC57 1.419428e-02 2.135929e-02 8.144992e-03 0.0089082271 0.0042835990
## PC58 -1.287791e-02 -1.576877e-02 4.464999e-04 -0.0130350997 -0.0091672671
## PC59 2.255326e-02 7.020062e-03 2.021862e-02 0.0113444161 0.0110389799
## PC60 4.211730e-02 3.227012e-02 6.137817e-02 0.0479189367 0.0470740203
## PC61 -1.114332e-02 -2.378597e-02 7.159946e-03 -0.0076212590 -0.0066353939
## PC62 -2.962862e-03 1.262238e-02 5.799329e-03 0.0082338143 0.0043189270
## PC63 -9.413142e-03 2.273977e-02 1.510313e-04 0.0087624096 0.0144025297
## PC64 -4.043094e-02 -1.437911e-02 -3.629394e-02 -0.0316713481 -0.0342089549
## PC65 -7.095500e-03 -3.977891e-03 -1.424645e-02 -0.0123937823 -0.0200247417
## PC66 1.454985e-02 3.018391e-03 1.726623e-02 0.0160371404 0.0146828112
## PC67 1.521469e-02 4.999908e-03 9.383231e-03 0.0114937899 0.0049362981
## PC68 1.337436e-02 -3.758887e-03 7.505896e-03 0.0019168525 -0.0033618536
## PC69 -6.598748e-03 -6.865142e-03 1.281041e-02 0.0060610652 0.0133852868
## PC70 -1.796863e-02 -1.675621e-03 -1.990012e-02 -0.0190008802 -0.0152043669
## PC71 5.492066e-03 -1.830627e-02 1.988287e-02 0.0076410666 -0.0063952943
## PC72 2.956281e-02 1.679438e-02 2.146871e-02 0.0214568389 0.0203312262
## PC73 -7.749341e-03 -9.319237e-03 -5.723443e-03 -0.0158045059 -0.0127600499
## PC74 -1.536385e-02 -1.649525e-02 -6.589732e-03 -0.0105777066 -0.0135815127
## PC75 -3.181701e-02 -2.826915e-02 -8.424038e-03 -0.0317468362 -0.0296231090
## PC76 6.066130e-03 -2.148337e-04 5.643604e-03 0.0017073784 -0.0041140702
## PC77 1.443263e-02 1.282012e-03 2.373870e-02 0.0179243448 0.0099739440
## PC78 9.009013e-03 9.248094e-03 2.434395e-03 0.0066421896 0.0073819166
## PC79 -1.809859e-02 -1.967031e-03 -1.191881e-02 -0.0107501116 -0.0010956767
## PC80 -2.266914e-02 -2.442797e-03 -2.765696e-02 -0.0251990079 -0.0158922569
## PC81 1.923847e-02 -2.191545e-03 9.732638e-03 0.0030922825 -0.0121439157
## PC82 7.889616e-03 2.441695e-02 8.915706e-03 0.0135559246 0.0155088470
## PC83 1.423404e-02 1.073022e-02 8.148022e-03 0.0125500465 0.0060579531
## PC84 -8.215540e-04 9.560484e-03 2.666211e-03 0.0102531618 0.0022512034
## PC85 7.271846e-03 -1.112151e-02 2.205154e-02 0.0118417948 0.0125972726
## PC86 -2.162197e-02 -2.627037e-02 -8.184097e-03 -0.0175410878 -0.0052917989
## PC87 -1.983527e-02 -2.954758e-02 -3.437823e-02 -0.0416955441 -0.0417112321
## PC88 -1.390578e-02 -4.146214e-02 2.814280e-03 -0.0159074741 -0.0111985257
## PC89 -9.637735e-03 1.503546e-03 -1.677735e-02 -0.0107657033 -0.0129387918
## PC90 -2.973695e-02 -5.204394e-04 -2.508048e-02 -0.0223171111 -0.0207649941
## PC91 -2.278842e-02 3.937717e-04 -2.421235e-02 -0.0108568371 0.0036316699
## PC92 -2.828295e-03 -1.227644e-02 8.167274e-03 0.0076884101 0.0040871805
## PC93 1.580835e-02 1.608016e-02 1.564952e-02 0.0242117245 0.0341399900
## PC94 -4.871575e-03 -8.736000e-03 -5.313722e-03 -0.0059332523 -0.0084653409
## PC95 1.664167e-02 -2.073751e-02 8.133342e-03 0.0053285863 -0.0028054386
## PC96 1.816619e-02 3.384546e-02 1.202342e-02 0.0185287481 0.0110620545
## PC97 -9.078670e-04 2.366175e-02 9.256361e-04 0.0057081690 0.0159359904
## PC98 1.515599e-02 -6.394929e-03 5.864930e-03 -0.0022767727 -0.0155071306
## PC99 1.194042e-02 -3.827158e-03 1.445979e-02 0.0004533314 -0.0029243291
## PC100 -1.432053e-04 2.104671e-02 -1.167710e-02 0.0013833678 0.0058215237
## PC101 1.878573e-02 -4.489366e-03 2.556694e-02 0.0253461224 0.0200987666
## PC102 3.655459e-02 1.354658e-02 2.159175e-02 0.0276462201 0.0266355777
## PC103 1.812340e-02 2.532605e-02 2.328430e-02 0.0292724646 0.0318056363
## PC104 4.857486e-03 6.885403e-03 1.051619e-02 0.0141596109 0.0145990535
## PC105 7.473720e-03 1.217891e-02 1.097543e-02 0.0209876006 0.0175083909
## PC106 2.041096e-02 2.455749e-02 6.394833e-03 0.0166565154 0.0157450590
## PC107 -2.776346e-02 -2.002054e-02 -1.489649e-02 -0.0133703710 -0.0097014597
## PC108 -2.026192e-02 -2.752332e-02 -2.578359e-02 -0.0323892514 -0.0391068828
## PC109 -2.020929e-02 -1.053601e-02 -1.228565e-02 -0.0133762348 -0.0021716768
## PC110 -1.352980e-02 -1.183441e-02 -1.406881e-02 -0.0191823495 -0.0147704787
## PC111 -1.161606e-03 9.607629e-03 2.017993e-03 0.0084145100 0.0090442339
## PC112 -1.355314e-02 -1.570366e-02 -1.099290e-02 -0.0002820641 0.0011835044
## PC113 -1.418881e-02 -4.054489e-03 -1.255553e-02 -0.0214663090 -0.0308446726
## PC114 2.654462e-02 2.222753e-02 3.041362e-02 0.0345041933 0.0349397553
## PC115 1.499556e-02 3.128393e-02 1.661592e-02 0.0245207367 0.0321580852
## PC116 -6.695455e-03 -6.273618e-03 -6.271705e-03 0.0006409762 -0.0041851097
## PC117 7.001925e-03 -1.777149e-02 1.971391e-02 0.0089771414 0.0013417653
## PC118 -1.881244e-03 -2.074547e-03 1.224571e-02 0.0047578539 0.0121508686
## PC119 -4.029318e-03 2.760054e-03 -2.352905e-02 -0.0194355894 -0.0165477148
## PC120 -5.355390e-03 5.458169e-03 -3.989814e-03 0.0073303718 0.0109712266
## PC121 -1.350333e-02 6.366979e-03 -1.361646e-02 -0.0063014164 -0.0023619382
## PC122 3.967789e-03 1.138884e-02 2.414735e-03 0.0023390760 -0.0002397756
## PC123 1.230477e-02 5.315304e-03 9.372896e-03 0.0084509512 0.0109153994
## PC124 2.958187e-03 -7.635644e-03 8.821484e-03 0.0076842231 0.0168145658
## PC125 -7.846438e-03 8.203807e-03 7.615878e-03 0.0097687151 0.0160230896
## PC126 -2.022058e-03 -3.730367e-03 -2.345406e-04 0.0064041510 0.0048376688
## PC127 -9.963021e-03 1.077573e-02 -4.509548e-03 -0.0019031652 0.0140570775
## PC128 -5.324996e-03 1.622797e-02 -8.554772e-04 -0.0001647795 0.0020162746
## PC129 1.183143e-02 2.764185e-02 1.815395e-02 0.0164412692 0.0131686300
## PC130 1.220770e-02 -9.918531e-03 2.553663e-02 0.0126742216 -0.0006235017
## PC131 -8.946312e-03 -8.772281e-03 -1.090423e-02 -0.0083090668 -0.0055189571
## PC132 -1.632726e-02 -1.646032e-02 -2.494983e-02 -0.0242308134 -0.0257632374
## PC133 6.053395e-03 2.128045e-03 1.154934e-02 0.0069230849 0.0035398450
## PC134 -3.332417e-02 -3.682536e-02 -3.743518e-02 -0.0377785187 -0.0356909632
## PC135 -2.957545e-02 -1.585292e-02 -4.718211e-02 -0.0368473549 -0.0348977066
## PC136 2.455654e-02 8.307723e-03 1.245409e-02 0.0183910964 0.0150045282
## PC137 1.697728e-02 2.724241e-02 1.055885e-02 0.0192137742 0.0203942741
## PC138 8.942040e-03 6.660508e-03 1.103563e-02 0.0124827643 0.0073901738
## PC139 1.080302e-02 -3.105635e-03 7.550107e-03 0.0115167220 0.0068053969
## PC140 6.490072e-03 1.284019e-02 1.438587e-02 0.0183454531 0.0184757817
## PC141 1.989791e-02 5.937241e-03 2.633748e-02 0.0192440509 0.0176996161
## PC142 -8.054013e-03 1.347390e-02 -3.819968e-04 0.0032507476 0.0071329307
## PC143 3.760898e-02 4.193469e-02 3.098618e-02 0.0469202820 0.0463686564
## PC144 -6.671632e-03 -1.067106e-02 -6.165701e-03 -0.0088782712 -0.0030364596
## PC145 -1.359271e-02 -1.554227e-02 -1.058432e-02 -0.0042310353 0.0006747697
## PC146 -2.047535e-02 -4.001138e-02 -1.101814e-02 -0.0190143912 -0.0212656047
## PC147 -1.785770e-02 5.018989e-03 -1.839730e-02 -0.0175481183 -0.0135422328
## PC148 1.348120e-02 7.920929e-03 1.728887e-02 0.0127525775 0.0037652105
## PC149 -4.524002e-03 7.656783e-04 -3.231930e-03 -0.0058730108 -0.0047691419
## PC150 -1.676025e-02 -1.692616e-02 -1.261190e-02 -0.0173847022 -0.0184889208
## PC151 -6.339517e-03 1.557564e-02 -5.381879e-03 0.0013887968 0.0069787551
## PC152 -3.661632e-03 3.587110e-03 6.284156e-03 -0.0003601703 0.0070287566
## PC153 7.373414e-03 -1.995979e-02 -6.365001e-03 -0.0025550461 -0.0214072815
## PC154 5.633933e-03 1.032595e-02 2.142513e-03 -0.0007068386 0.0082131377
## PC155 -7.023730e-03 -1.994030e-03 -5.735232e-03 -0.0004685174 0.0063957053
## PC156 2.643533e-02 1.633017e-02 2.352803e-02 0.0259602813 0.0219426062
## PC157 6.403500e-04 1.564843e-02 -4.784864e-03 -0.0057874247 -0.0007011250
## PC158 -1.941480e-02 -8.869890e-03 -1.731141e-02 -0.0159777513 -0.0066542884
## PC159 7.261736e-03 8.633185e-03 5.751237e-03 0.0039133747 0.0071398196
## PC160 -2.589226e-02 -2.349059e-02 -2.087039e-02 -0.0288972014 -0.0216876681
## PC161 -7.939957e-03 -1.212413e-02 1.521690e-03 -0.0084454476 -0.0092622155
## PC162 5.416210e-03 3.330785e-03 -3.689882e-03 -0.0042576555 0.0004535623
## PC163 -1.254137e-02 -1.579356e-02 -1.590360e-02 -0.0133209476 -0.0072084084
## PC164 1.189161e-02 4.813585e-03 5.327286e-03 0.0082484959 0.0121090593
## PC165 8.516232e-04 1.223953e-02 6.687572e-03 0.0085711479 0.0096895849
## PC166 1.746742e-02 1.413409e-02 1.583038e-02 0.0155050487 0.0178564311
## PC167 2.997147e-02 1.675205e-02 2.891047e-02 0.0264210421 0.0199150574
## PC168 -2.794459e-02 -8.508975e-03 -2.199603e-02 -0.0144557515 -0.0058591919
## PC169 1.215815e-02 -2.830540e-03 8.264555e-03 0.0134997842 0.0094559488
## PC170 -1.823664e-02 -1.664224e-02 -1.837218e-02 -0.0141940956 -0.0079851961
## PC171 3.605362e-03 9.449432e-03 1.263173e-02 0.0124849242 0.0082004447
## PC172 1.166745e-02 1.033805e-02 6.176332e-03 0.0111337635 0.0039207492
## PC173 1.509877e-02 -1.118136e-03 4.761433e-03 0.0154697397 0.0073425782
## PC174 2.388670e-02 1.526947e-02 2.243875e-02 0.0234117637 0.0184704910
## PC175 2.125220e-02 6.411354e-03 2.373324e-02 0.0243526308 0.0142309791
## PC176 4.880459e-02 5.539856e-02 3.947955e-02 0.0520022115 0.0470247601
## PC177 -3.567525e-02 -2.633465e-02 -2.747999e-02 -0.0277292689 -0.0237172475
## PC178 1.105676e-02 -5.943112e-05 1.835970e-03 0.0016977213 -0.0032356706
## PC179 -4.892860e-03 -6.093903e-04 -1.152764e-03 -0.0082847978 -0.0007937436
## PC180 -3.867898e-03 3.938733e-03 -9.021471e-03 -0.0136781779 -0.0062889391
## PC181 2.091993e-02 -6.568311e-03 1.042382e-02 -0.0013337345 -0.0109350113
## PC182 3.983896e-03 -6.769638e-03 -7.337647e-04 -0.0044506860 -0.0080983407
## PC183 -2.245701e-02 -1.902758e-02 -2.653967e-02 -0.0230462174 -0.0236193890
## PC184 -3.269024e-03 -8.047041e-03 -2.020496e-03 -0.0006887561 0.0025932224
## PC185 6.303232e-03 -8.679313e-03 1.102812e-02 0.0033129598 0.0028911207
## PC186 5.357959e-03 3.994719e-03 1.275150e-02 0.0115289546 0.0187650504
## PC187 8.303832e-03 -3.952844e-03 1.276118e-02 0.0044549517 0.0109838222
## PC188 4.083843e-03 5.318994e-03 -3.866293e-03 0.0066216594 0.0012691334
## PC189 1.567979e-02 7.692531e-03 9.055766e-03 0.0126091518 0.0119062511
## PC190 3.663414e-03 -3.167202e-03 3.522984e-03 0.0051449641 0.0029929608
## PC191 -1.559728e-02 -1.667856e-02 -1.975930e-02 -0.0213949267 -0.0193614633
## PC192 1.775769e-02 1.532112e-02 2.029895e-02 0.0249961488 0.0226898515
## PC193 2.479413e-03 1.303618e-02 6.115982e-03 0.0092016541 0.0104678579
## PC194 -7.312733e-03 -5.061504e-03 -7.896294e-03 -0.0079003530 -0.0048176072
## PC195 2.336776e-04 -5.883671e-03 1.035046e-02 0.0056736115 0.0076739453
## PC196 -2.627811e-02 -2.422787e-02 -2.172394e-02 -0.0238514364 -0.0265678512
## PC197 1.174685e-02 1.591395e-02 -6.954072e-03 0.0056752549 -0.0004177117
## PC198 4.934044e-03 1.401930e-02 4.519357e-03 0.0059376201 0.0115036591
## PC199 1.737051e-03 9.538303e-03 1.046840e-02 0.0075240764 0.0099401275
## PC200 2.648374e-03 -2.849524e-03 6.752929e-03 0.0056958021 0.0052123513
## PC201 -1.904674e-02 -5.719063e-03 -1.731469e-02 -0.0114784117 -0.0053235756
## PC202 1.259082e-02 2.759793e-03 2.018852e-02 0.0149102567 0.0090618764
## PC203 -1.452264e-02 -8.107975e-03 -1.576331e-02 -0.0172301341 -0.0120376531
## PC204 -2.014409e-03 1.369333e-02 3.235496e-03 0.0088197534 0.0053021035
## PC205 -1.965902e-02 -3.669747e-02 -1.087454e-02 -0.0200531269 -0.0172642855
## PC206 -8.001908e-03 -2.243425e-03 -9.781891e-04 -0.0042726122 -0.0077530615
## PC207 -9.904541e-03 -4.065427e-03 -2.244653e-03 -0.0014269805 -0.0052683154
## PC208 1.942492e-02 1.263118e-02 2.070519e-02 0.0260097985 0.0214464653
## PC209 2.212196e-03 1.562671e-02 7.634816e-03 -0.0003601586 0.0073211612
## PC210 1.558423e-02 8.903448e-03 1.357689e-02 0.0086395535 0.0093498310
## PC211 7.370426e-03 1.897873e-02 8.566485e-03 0.0113175652 0.0137557528
## PC212 2.130681e-02 1.612308e-02 1.844204e-02 0.0312886358 0.0251412748
## PC213 1.448204e-02 1.476835e-02 1.084654e-02 0.0138752660 0.0128362498
## PC214 -1.030944e-02 -1.954472e-02 -1.718537e-02 -0.0080863761 -0.0077350281
## PC215 -1.831840e-02 -7.384629e-03 -2.502795e-02 -0.0101761255 -0.0202589844
## PC216 -7.590869e-03 -6.429496e-03 -9.654436e-03 -0.0089594235 -0.0146783625
## PC217 8.783987e-03 1.146576e-03 6.757794e-03 0.0078387813 0.0050852528
## PC218 -1.057067e-03 3.545792e-03 -9.596495e-03 -0.0092320986 -0.0128052522
## PC219 -2.211258e-02 -4.528118e-03 -1.602712e-02 -0.0049111173 -0.0009398196
## PC220 1.757897e-02 2.221632e-02 2.011873e-02 0.0238354636 0.0152917596
## PC221 -9.321924e-05 1.150839e-02 9.134964e-03 0.0093308586 0.0135662673
## PC222 -1.577904e-02 -1.558513e-02 -4.156669e-03 -0.0097597976 -0.0078538434
## PC223 -1.937838e-02 -1.189128e-02 -1.994085e-02 -0.0201808398 -0.0120251373
## PC224 -6.814070e-03 1.615052e-02 -1.435524e-02 -0.0023576104 -0.0007972686
## PC225 4.543324e-03 -1.070293e-02 8.567347e-03 0.0031425415 -0.0015777249
## PC226 4.513578e-03 -5.678178e-03 7.094544e-03 0.0094933826 0.0083641479
## PC227 -2.127023e-03 2.091657e-03 -8.032136e-03 -0.0071162852 -0.0053007257
## PC228 -1.440200e-02 -1.636260e-02 -7.624927e-03 -0.0192265917 -0.0226786454
## PC229 7.023320e-04 1.228902e-02 -1.022090e-03 0.0043809459 0.0115453944
## PC230 -7.346382e-03 -2.259599e-02 -7.952759e-03 -0.0134252796 -0.0047691844
## PC231 1.285852e-02 2.166344e-02 1.626786e-02 0.0137917279 0.0120057973
## PC232 -1.653756e-03 8.571679e-03 -6.112043e-03 0.0010170229 0.0020489732
## PC233 1.166341e-02 5.827003e-03 1.352391e-02 0.0163995055 0.0163337097
## PC234 -2.160316e-02 -8.338459e-03 -2.067451e-02 -0.0285196377 -0.0252443991
## PC235 -1.449884e-02 -7.505446e-03 -1.454613e-02 -0.0044451984 0.0037876177
## PC236 1.114584e-02 1.210035e-02 9.154707e-03 0.0095251961 0.0174699355
## PC237 -7.114570e-03 -1.067054e-02 2.178472e-03 -0.0066532287 -0.0084477408
## PC238 1.098275e-02 3.330444e-03 1.200989e-02 0.0097792685 -0.0110133421
## PC239 -4.493631e-03 -1.386106e-02 -1.892445e-03 -0.0025664643 -0.0073480805
## PC240 4.734578e-03 1.261526e-02 8.315261e-03 0.0149509596 0.0179907611
## PC241 -8.178931e-03 -1.103357e-02 -1.079737e-02 -0.0036735685 -0.0047633192
## PC242 -3.324541e-03 -5.226288e-03 7.905765e-04 -0.0015774214 -0.0036655266
## PC243 -2.894909e-02 -2.312672e-02 -2.475453e-02 -0.0221019608 -0.0173751473
## PC244 -1.610158e-02 -1.796962e-02 -1.152519e-02 -0.0139956122 -0.0081433283
## PC245 -5.803698e-03 -3.180880e-03 3.889365e-03 -0.0035221108 -0.0007934356
## PC246 4.602726e-03 2.079664e-02 9.241098e-03 0.0104812649 0.0207045816
## PC247 5.712238e-03 -1.722286e-03 -7.511925e-03 -0.0020677749 -0.0047570521
## PC248 1.486751e-02 9.959928e-03 6.103273e-03 0.0109007071 0.0045296716
## PC249 -4.844094e-03 -7.758401e-03 -4.320095e-03 -0.0028401017 -0.0041767557
## PC250 1.075558e-02 1.128350e-02 6.121164e-03 0.0126664440 0.0105542288
## PC251 -1.763385e-02 -7.075234e-03 -1.865389e-02 -0.0128829856 -0.0121961005
## PC252 1.881450e-03 -8.977480e-03 -6.383384e-03 -0.0103688454 -0.0126493546
## PC253 3.666500e-03 1.554164e-02 5.949737e-03 0.0067209427 0.0076980144
## PC254 -2.974017e-03 6.368220e-03 -3.310793e-03 0.0036374023 0.0103069687
## PC255 6.260928e-03 6.725666e-03 6.655238e-03 0.0091968447 0.0108642504
## PC256 -1.647601e-02 -8.987576e-03 -2.501925e-02 -0.0125812717 -0.0060249218
## PC257 -8.972441e-03 -1.518554e-02 -8.771132e-03 -0.0161452525 -0.0099495961
## PC258 -3.862642e-04 -1.556279e-02 -4.379696e-03 -0.0073907686 -0.0095469339
## PC259 3.052630e-04 5.191996e-03 -1.135400e-02 0.0046455086 -0.0090547193
## PC260 -3.438483e-03 1.858979e-03 1.665981e-03 0.0112782622 0.0066463927
## PC261 -9.951368e-03 -1.409536e-02 2.083205e-03 0.0027766514 0.0042010100
## PC262 1.165764e-02 1.243844e-02 1.420361e-02 0.0146772958 0.0105526867
## PC263 4.983698e-03 6.955422e-04 1.071493e-02 0.0068415304 0.0092716605
## PC264 -1.257535e-02 -1.012539e-02 -1.671262e-02 -0.0071310314 -0.0053705661
## PC265 3.317759e-03 -2.059531e-03 4.222850e-03 0.0066824625 0.0136730060
## PC266 -8.151923e-03 -7.963469e-03 1.204169e-03 -0.0037075131 0.0052544286
## PC267 -1.624422e-03 1.230215e-02 -2.669131e-03 0.0003081988 -0.0018403877
## PC268 5.105528e-03 -1.010767e-02 -4.155781e-03 -0.0120220353 -0.0105329563
## PC269 2.173369e-03 -2.162845e-03 1.846252e-02 0.0021030046 0.0010217875
## PC270 -2.252985e-02 -2.078629e-02 -1.563292e-02 -0.0170492913 -0.0168351026
## PC271 -7.334689e-03 -5.384828e-03 -1.033931e-03 -0.0001893928 0.0006540345
## PC272 2.568479e-03 -6.815203e-04 -3.823343e-03 -0.0076309128 -0.0067698413
## PC273 1.438259e-02 1.055544e-02 6.683432e-03 0.0144633520 0.0097519444
## PC274 5.894643e-03 1.148795e-02 -1.504647e-03 -0.0008313828 0.0029276179
## PC275 1.504646e-02 9.939228e-03 1.219715e-02 0.0142619319 0.0098493462
## PC276 -1.403091e-03 1.432305e-02 -2.348847e-03 -0.0017268017 0.0039932538
## PC277 -1.823344e-03 -5.537903e-03 -1.088984e-02 -0.0068256311 -0.0002561327
## PC278 -2.152405e-03 -1.315864e-02 -1.021045e-02 -0.0135772998 -0.0193864741
## PC279 -9.549330e-03 -1.265358e-02 -6.614147e-03 -0.0048932600 -0.0115352761
## PC280 -8.878556e-03 -6.223065e-03 -4.653099e-03 -0.0061015274 -0.0010179401
## PC281 -1.378608e-02 -1.500671e-02 -8.536181e-03 -0.0119027481 -0.0048112101
## PC282 5.917337e-03 3.063180e-03 -5.993045e-03 0.0041183470 0.0014167075
## PC283 -1.686576e-02 -2.669212e-02 -9.129565e-03 -0.0229052455 -0.0155369057
## PC284 1.063871e-02 6.545323e-04 6.610166e-03 0.0056480590 0.0013495435
## PC285 -8.546830e-03 -1.069009e-02 -1.566872e-02 -0.0212434481 -0.0225516457
## PC286 -4.699625e-03 4.221767e-03 -5.709057e-03 -0.0004510088 0.0044119459
## PC287 -4.771384e-03 -1.603853e-02 -2.137412e-02 -0.0114375163 -0.0175114337
## PC288 -1.715791e-03 -1.511705e-02 -8.497401e-03 -0.0111063017 -0.0116043731
## PC289 5.664518e-03 6.641176e-03 2.782920e-03 -0.0001307414 -0.0032743551
## PC290 -1.072955e-03 -9.881592e-03 -5.166652e-03 -0.0030068993 -0.0036540715
## PC291 -8.598244e-03 -4.310930e-04 1.343607e-04 0.0004276164 -0.0023403086
## PC292 -1.325978e-02 -2.312382e-02 -1.247292e-02 -0.0137861428 -0.0156879960
## PC293 2.872517e-03 8.733595e-03 -4.957350e-03 0.0034166464 0.0070303297
## PC294 1.132428e-02 -3.612542e-03 -4.879644e-03 0.0015952018 0.0094105335
## PC295 4.334063e-03 -1.001508e-03 9.763166e-04 0.0045045715 -0.0002852884
## PC296 2.213556e-02 2.267437e-02 2.685302e-02 0.0238627967 0.0231188640
## PC297 1.691073e-02 2.211037e-02 3.084978e-03 0.0134741474 0.0206920096
## PC298 -1.273120e-02 -2.562123e-02 7.324118e-04 -0.0066528190 -0.0131035929
## PC299 5.700310e-04 -6.385125e-03 8.183547e-05 0.0002716197 -0.0095112389
## PC300 -7.177244e-03 3.986234e-03 -2.565967e-03 -0.0037905823 -0.0012518026
## PC301 1.299648e-02 3.814583e-03 2.562627e-03 0.0095065863 0.0003080637
## PC302 -9.904575e-03 -1.449675e-02 -1.348963e-02 -0.0096044593 -0.0156143203
## PC303 -1.744017e-02 -1.115617e-02 -1.346500e-02 -0.0147786752 -0.0203627607
## PC304 -3.399118e-03 -2.054285e-02 -4.607828e-03 -0.0076165808 -0.0106017133
## PC305 -6.165933e-03 -5.155170e-03 -5.253482e-03 -0.0067085559 -0.0112175679
## PC306 1.215914e-03 5.405147e-03 -5.410825e-03 0.0078520672 0.0051915377
## PC307 -1.005721e-02 -6.465014e-03 -3.414583e-03 -0.0040823076 0.0021802332
## PC308 2.599327e-02 2.611355e-02 1.578415e-02 0.0197399823 0.0209744928
## PC309 4.551153e-03 1.303094e-02 1.263507e-03 -0.0023072077 -0.0122563846
## PC310 -2.029868e-02 -1.833329e-02 -2.824074e-02 -0.0232510764 -0.0336529754
## PC311 -6.855460e-03 -4.519485e-03 6.741019e-03 -0.0027545001 -0.0002867776
## PC312 -3.968395e-03 9.128212e-03 7.928314e-03 0.0044700926 0.0128255222
## PC313 -8.284604e-03 -2.092967e-04 -8.163687e-03 -0.0019573614 -0.0066252919
## PC314 -1.360402e-02 -3.906108e-03 -1.377260e-02 -0.0087872566 -0.0004248571
## PC315 7.476979e-03 -8.639089e-03 7.072887e-04 -0.0067314642 -0.0125623953
## PC316 -2.571204e-02 -2.218345e-02 -2.171243e-02 -0.0246894733 -0.0179260375
## PC317 -7.524675e-03 1.336356e-02 -1.163853e-02 -0.0015729765 -0.0015129531
## PC318 -1.519406e-02 -1.027477e-02 -7.616146e-03 -0.0080474549 -0.0073879328
## PC319 1.770595e-02 1.844935e-02 1.581151e-02 0.0310788193 0.0338938928
## PC320 -1.236298e-02 -1.708363e-02 -5.096959e-03 -0.0027662941 -0.0113207121
## PC321 -1.684087e-02 -1.658409e-02 -1.937109e-02 -0.0184175960 -0.0138343192
## PC322 2.521095e-03 1.565959e-02 1.195029e-02 0.0070145220 0.0091922428
## PC323 2.319241e-02 4.229622e-02 2.246221e-02 0.0339333890 0.0402546166
## PC324 9.773135e-03 1.192533e-02 1.196404e-02 0.0089822085 0.0138796366
## PC325 -8.917929e-03 -2.185720e-02 -8.389781e-03 -0.0147998830 -0.0120721793
## PC326 -4.012264e-03 -2.618329e-03 -7.130716e-03 -0.0055079223 -0.0071393549
## PC327 -1.410358e-03 1.351654e-02 5.830102e-03 0.0105598276 0.0093303510
## PC328 -4.299488e-03 -1.503460e-02 9.438389e-03 -0.0014894110 -0.0002398549
## PC329 4.085009e-03 2.521414e-03 -2.183236e-03 0.0021529575 -0.0002640961
## PC330 3.723654e-03 1.924404e-03 6.274098e-03 0.0033621468 0.0036442786
## PC331 6.046408e-03 1.769900e-03 1.694564e-03 0.0050674741 -0.0003878403
## PC332 2.646935e-02 2.306261e-02 1.038063e-02 0.0190544100 0.0149483250
## PC333 6.407068e-04 -5.732357e-03 -2.603937e-03 0.0009926398 0.0016697055
## PC334 -1.545665e-02 -6.420337e-03 -1.291301e-02 -0.0112655468 -0.0144250868
## PC335 1.529422e-02 9.702231e-03 1.010933e-02 0.0118449137 0.0162517819
## PC336 6.321107e-03 9.936812e-03 7.502492e-03 0.0137945504 0.0185512632
## PC337 3.413764e-03 -7.535772e-03 -2.215688e-03 0.0056197073 0.0085417387
## PC338 1.006853e-02 -1.449027e-03 3.157462e-03 0.0060821283 -0.0044532667
## PC339 -8.567955e-04 5.872928e-03 -1.465959e-02 -0.0078885134 -0.0082856649
## PC340 -2.299690e-02 -1.326682e-02 -1.902133e-02 -0.0180376917 -0.0043411801
## PC341 8.908550e-03 1.615183e-02 2.067874e-03 0.0088014146 0.0061080041
## PC342 -3.074762e-03 1.272236e-02 -8.528677e-03 0.0069182559 -0.0031350111
## PC343 -1.171481e-02 1.219189e-03 -2.078936e-02 -0.0189494786 -0.0123345004
## PC344 7.068779e-03 1.363556e-02 1.809461e-02 0.0088814355 0.0065657038
## PC345 -1.457802e-02 -9.089524e-03 -8.271613e-03 0.0005120556 -0.0013044534
## PC346 -4.302125e-03 -1.396038e-02 7.170180e-04 -0.0070563223 0.0007734912
## PC347 9.417580e-03 9.035973e-03 1.488579e-02 0.0117267076 0.0210561681
## PC348 -1.414923e-02 -2.020911e-02 -7.668390e-03 -0.0082064410 -0.0078749199
## PC349 -6.482733e-03 -8.828035e-03 -2.997377e-03 -0.0022578266 -0.0033084022
## PC350 -3.294624e-05 -6.669316e-03 7.913407e-03 0.0079108518 0.0045851551
## PC351 4.179271e-03 7.619438e-03 -2.194549e-03 0.0060181850 -0.0009896003
## PC352 4.499919e-03 -1.932210e-04 -1.349251e-03 -0.0044570695 -0.0085106818
## PC353 -5.610279e-03 -7.914556e-03 -9.406656e-03 -0.0174375352 -0.0181137414
## PC354 1.598823e-02 5.218533e-03 1.248476e-02 0.0053704922 -0.0003472525
## PC355 1.002804e-02 1.939483e-02 1.515361e-02 0.0183706110 0.0183688948
## PC356 1.728341e-02 2.068405e-02 1.716943e-02 0.0137873769 0.0155304496
## PC357 -1.646441e-02 -1.197394e-02 -1.602155e-02 -0.0145142920 -0.0082355586
## OKMU PAUL PAWN PERK PRYO
## PC1 6.344891e-01 0.6266442498 0.6131036542 0.6195081020 6.314433e-01
## PC2 5.379998e-01 0.5485146082 0.5400948691 0.5442708962 5.277714e-01
## PC3 -4.057298e-03 -0.1128469574 -0.0254917625 -0.0544617639 4.035436e-02
## PC4 -1.910694e-02 0.0196724986 0.0732612934 0.0692624235 -2.138883e-02
## PC5 2.009138e-01 0.1732390365 0.2048293002 0.2041204140 2.449402e-01
## PC6 5.310809e-02 -0.0317715537 0.1012137534 0.0749383415 1.062815e-01
## PC7 1.886469e-01 0.1895929776 0.2227834993 0.2145544642 1.821115e-01
## PC8 -4.009044e-02 -0.0546410090 -0.0626759284 -0.0646025727 -6.220507e-02
## PC9 2.087551e-02 -0.0181444296 0.0039910194 -0.0086381380 4.457848e-02
## PC10 8.743283e-02 0.1255841174 0.1107399054 0.1148291414 7.616232e-02
## PC11 3.119732e-02 0.0345011453 0.0374886005 0.0444667511 2.537203e-02
## PC12 7.235584e-02 0.0528604810 0.0550478045 0.0544405293 7.638116e-02
## PC13 3.542260e-02 0.0246996841 -0.0180698813 -0.0145267141 2.033561e-02
## PC14 -1.385710e-02 -0.0289763903 0.0243925043 0.0081322429 -6.403891e-03
## PC15 -3.539813e-03 0.0076296655 -0.0217733049 -0.0073752898 -3.040753e-02
## PC16 7.285617e-02 0.0572983322 0.0466167699 0.0515239671 4.302259e-02
## PC17 -1.068686e-02 -0.0177325091 -0.0257248049 -0.0300647106 -1.572621e-02
## PC18 2.898187e-03 0.0201882602 0.0007319545 0.0073313091 -1.934732e-02
## PC19 -3.064721e-03 -0.0018325628 -0.0310037580 -0.0131653861 -2.107689e-02
## PC20 5.345436e-03 0.0215055599 -0.0073946089 -0.0037156306 -1.675268e-02
## PC21 -1.770845e-02 -0.0089747540 -0.0176257011 -0.0105827414 -5.032845e-03
## PC22 3.255429e-02 0.0684989424 0.0459622934 0.0608251614 1.849054e-02
## PC23 -2.628736e-02 -0.0195844590 -0.0252314618 -0.0230403520 -2.631609e-02
## PC24 -3.696706e-02 -0.0286791553 -0.0187322880 -0.0176986906 -3.958225e-02
## PC25 -7.196555e-03 -0.0050608065 0.0044731249 0.0076429338 7.186142e-04
## PC26 -5.503446e-03 -0.0276337995 -0.0116711162 -0.0146843820 8.306411e-03
## PC27 1.597514e-02 0.0224648204 0.0174842863 0.0220933600 1.507874e-02
## PC28 6.486084e-02 0.0389841330 0.0414590190 0.0378643736 6.864610e-02
## PC29 5.955255e-02 0.0536287313 0.0652953701 0.0629077956 7.133425e-02
## PC30 1.107286e-02 0.0372613782 0.0001638137 0.0140669696 -3.139421e-03
## PC31 2.180124e-02 0.0067234454 0.0183800864 0.0167521150 2.170136e-02
## PC32 -1.994875e-03 -0.0126961785 0.0102157316 0.0069350580 7.087602e-03
## PC33 1.414963e-02 0.0040274907 -0.0194628302 -0.0176266837 1.432557e-02
## PC34 8.646821e-03 0.0156161293 0.0073812493 0.0094767837 -6.331058e-04
## PC35 -2.206986e-02 -0.0298353780 -0.0186235320 -0.0263951631 -6.554696e-03
## PC36 1.074710e-02 0.0060242626 0.0223246444 0.0203629986 1.403180e-02
## PC37 1.844653e-02 0.0113286669 0.0249267189 0.0210041283 3.393537e-02
## PC38 4.314170e-02 0.0172414385 0.0293913445 0.0247437684 5.927225e-02
## PC39 7.554325e-03 0.0182489087 0.0389710174 0.0402517359 1.177542e-02
## PC40 -1.569057e-02 -0.0083714242 0.0014938940 0.0009411448 -5.632723e-03
## PC41 3.400089e-02 0.0218806461 0.0072540301 0.0040126531 3.615932e-02
## PC42 6.118372e-03 0.0138174691 -0.0021851273 -0.0006628552 -3.693026e-04
## PC43 -1.567128e-02 -0.0132241000 -0.0339397482 -0.0339904048 -3.317209e-02
## PC44 -5.406295e-02 -0.0748840484 -0.0632391809 -0.0706570092 -5.313513e-02
## PC45 3.768149e-02 0.0552397749 0.0338965200 0.0425483447 3.706566e-02
## PC46 -6.086882e-03 -0.0106705143 0.0169700602 0.0065005912 1.386012e-02
## PC47 -1.125304e-02 0.0150158273 0.0096973987 0.0101141866 -1.403306e-02
## PC48 -1.438093e-02 -0.0156727162 -0.0123597698 -0.0132478374 -1.296728e-02
## PC49 -3.349503e-02 -0.0370319451 -0.0366756453 -0.0379356403 -4.388719e-02
## PC50 4.017161e-02 0.0074956409 0.0405101627 0.0306011865 5.025160e-02
## PC51 -3.589348e-03 -0.0079283469 0.0019304642 -0.0013390296 -5.389853e-03
## PC52 -2.410754e-02 -0.0389168140 -0.0148313501 -0.0285304146 -1.412688e-02
## PC53 3.046790e-04 0.0126293570 0.0142067379 0.0164449608 -4.022749e-03
## PC54 -3.058285e-02 -0.0463574403 -0.0475047991 -0.0413887266 -3.382518e-02
## PC55 -1.234732e-02 -0.0322753624 -0.0061375328 -0.0149916224 8.058401e-03
## PC56 -1.786615e-02 -0.0154289350 -0.0078476116 -0.0083331718 -1.670792e-02
## PC57 5.518032e-03 0.0154370275 0.0085776519 0.0131400674 5.482465e-03
## PC58 -1.220861e-02 -0.0202975011 -0.0154637480 -0.0165274899 3.035763e-03
## PC59 2.300356e-03 0.0094044814 0.0172859516 0.0136298066 4.984455e-03
## PC60 4.824079e-02 0.0390649161 0.0434151892 0.0425457236 6.594478e-02
## PC61 -5.790316e-04 -0.0257632178 -0.0079772643 -0.0142983264 1.123868e-02
## PC62 6.334819e-04 0.0080237314 0.0051197570 0.0069158557 7.162122e-03
## PC63 9.741688e-03 0.0290147511 0.0004457670 0.0072671067 4.411864e-03
## PC64 -2.787679e-02 -0.0102265948 -0.0375238581 -0.0294049398 -3.547622e-02
## PC65 -2.143906e-02 -0.0100080964 -0.0053699795 -0.0068797308 -1.355647e-02
## PC66 1.884902e-02 0.0034061864 0.0162246607 0.0111810625 1.676725e-02
## PC67 3.947772e-03 -0.0051288670 0.0144626446 0.0133577404 8.185935e-03
## PC68 -4.919912e-03 -0.0054101433 0.0093805007 0.0006161856 3.183359e-03
## PC69 1.538325e-02 -0.0029886421 -0.0015585792 -0.0036590875 1.202906e-02
## PC70 -2.246051e-02 -0.0051590938 -0.0204350275 -0.0186458190 -1.967262e-02
## PC71 4.052000e-03 -0.0099921068 0.0041567420 -0.0012928593 1.620881e-02
## PC72 1.626290e-02 0.0208728854 0.0289781841 0.0252087972 2.904387e-02
## PC73 -1.586988e-02 -0.0119693783 -0.0082060733 -0.0141957292 -6.438732e-03
## PC74 -1.503669e-02 -0.0163835458 -0.0124417095 -0.0152375777 -9.810945e-03
## PC75 -2.401672e-02 -0.0315016996 -0.0316731572 -0.0319347565 -6.416346e-03
## PC76 -6.354812e-03 -0.0043780326 0.0015122323 0.0010468451 7.418931e-04
## PC77 1.856194e-02 0.0064849458 0.0138978532 0.0131432717 3.212602e-02
## PC78 -3.710356e-03 0.0047293710 0.0101300719 0.0094528119 -6.272314e-04
## PC79 1.449947e-03 0.0035926396 -0.0192090814 -0.0123309896 -1.720977e-03
## PC80 -1.454224e-02 -0.0077696423 -0.0194160483 -0.0205901977 -2.362769e-02
## PC81 -6.819298e-03 -0.0112827264 0.0077734628 0.0014951635 -2.817289e-03
## PC82 1.931024e-02 0.0175127049 0.0103164913 0.0145386605 1.203556e-02
## PC83 8.526557e-03 0.0115251619 0.0132401691 0.0166537530 6.614961e-03
## PC84 1.489449e-02 0.0012447163 0.0041653705 0.0060441510 2.459633e-03
## PC85 2.287650e-02 0.0014462980 0.0012877970 0.0003794617 3.533531e-02
## PC86 -6.345053e-03 -0.0246164188 -0.0161718777 -0.0219351917 -7.047177e-03
## PC87 -4.913215e-02 -0.0307452113 -0.0302409683 -0.0343364087 -3.937631e-02
## PC88 -7.100055e-03 -0.0265124777 -0.0172897869 -0.0264662945 1.016353e-02
## PC89 -1.853164e-02 0.0081319891 -0.0118500137 -0.0042898552 -2.537402e-02
## PC90 -1.890086e-02 0.0008134137 -0.0259600807 -0.0171464237 -1.665824e-02
## PC91 2.015070e-03 -0.0037223942 -0.0198475840 -0.0126103335 -1.221259e-02
## PC92 2.921062e-03 -0.0044885476 0.0013141601 -0.0004469345 1.458456e-02
## PC93 3.169356e-02 0.0247425174 0.0150531001 0.0241974937 2.649861e-02
## PC94 -3.877436e-03 -0.0058706732 -0.0064877768 -0.0092304383 -4.179132e-03
## PC95 -3.198631e-03 -0.0114064113 0.0100589884 -0.0012956702 4.416792e-04
## PC96 1.183729e-02 0.0289777232 0.0239474361 0.0216540316 6.093248e-03
## PC97 1.201079e-02 0.0229794690 -0.0038691097 0.0028001062 7.786687e-03
## PC98 -1.769478e-02 -0.0076693811 0.0011383534 0.0039093941 1.157020e-04
## PC99 1.409236e-03 -0.0106364498 0.0079718050 -0.0007870722 9.162200e-03
## PC100 8.371133e-05 0.0175345351 0.0019717184 0.0054830493 -1.229619e-02
## PC101 2.525972e-02 0.0112156333 0.0172530965 0.0158128317 2.818732e-02
## PC102 2.748016e-02 0.0218848322 0.0328399556 0.0286438364 1.704972e-02
## PC103 3.538594e-02 0.0305084068 0.0242347475 0.0272300458 2.651000e-02
## PC104 1.874346e-02 0.0107295727 0.0042852219 0.0072029350 1.731479e-02
## PC105 1.066674e-02 0.0081654377 0.0078454905 0.0153006387 1.171298e-02
## PC106 5.736489e-03 0.0289222456 0.0184184200 0.0214490540 3.294319e-03
## PC107 -1.066650e-02 -0.0136331166 -0.0242803968 -0.0202496312 -1.243354e-02
## PC108 -3.721997e-02 -0.0355625295 -0.0261379071 -0.0274023438 -3.396341e-02
## PC109 -7.647159e-03 -0.0025531720 -0.0176780047 -0.0124281107 -8.120566e-03
## PC110 -1.363825e-02 -0.0114294959 -0.0192297661 -0.0147665754 -7.738453e-03
## PC111 9.608407e-03 0.0083272866 0.0031957153 0.0078079715 8.057193e-03
## PC112 5.966458e-03 0.0002749268 -0.0069801685 -0.0053042966 -3.399884e-03
## PC113 -2.995911e-02 -0.0135067853 -0.0148141177 -0.0146036525 -2.816435e-02
## PC114 3.491121e-02 0.0231371468 0.0229171452 0.0249006760 3.611698e-02
## PC115 2.925661e-02 0.0284281740 0.0199690576 0.0207394723 2.865276e-02
## PC116 3.234566e-03 -0.0075379855 -0.0023525322 -0.0017533226 -3.483102e-03
## PC117 9.587625e-03 -0.0081496388 0.0060766659 0.0011522584 2.306740e-02
## PC118 1.885086e-02 0.0078296163 0.0008250091 0.0003167869 1.667791e-02
## PC119 -2.143967e-02 -0.0118155428 -0.0144428188 -0.0079767670 -2.404758e-02
## PC120 1.625940e-02 0.0051909307 0.0009429423 0.0032797246 1.698989e-04
## PC121 3.095478e-03 0.0071121079 -0.0109556936 -0.0093037479 -6.266144e-03
## PC122 -1.014937e-03 0.0028087041 -0.0003295308 0.0052098316 1.914247e-03
## PC123 5.314459e-03 0.0157279760 0.0137190273 0.0083373705 8.410893e-03
## PC124 1.933965e-02 0.0036489644 0.0042693444 0.0042602598 1.107856e-02
## PC125 2.313554e-02 0.0106205487 -0.0020213124 0.0035511092 2.254111e-02
## PC126 4.320025e-03 0.0062408998 0.0006013659 -0.0041154705 9.679288e-03
## PC127 1.865073e-02 0.0129908057 -0.0049338523 -0.0013008012 -5.225833e-03
## PC128 -2.261030e-03 0.0100814576 -0.0023485535 0.0019230061 -2.457131e-03
## PC129 1.593244e-02 0.0190359683 0.0202395032 0.0150905109 2.562662e-02
## PC130 3.367418e-03 -0.0009860261 0.0108850531 0.0075836771 2.046589e-02
## PC131 -4.924816e-03 -0.0031894159 -0.0130910134 -0.0083416281 -1.309320e-02
## PC132 -2.264674e-02 -0.0255396033 -0.0221584280 -0.0232620450 -2.434396e-02
## PC133 1.151048e-02 0.0044436094 0.0133375211 0.0094666812 8.708099e-03
## PC134 -3.276434e-02 -0.0314576505 -0.0367429912 -0.0393835357 -3.266165e-02
## PC135 -3.484021e-02 -0.0166238795 -0.0303785720 -0.0342669515 -4.704279e-02
## PC136 2.109136e-02 0.0131028761 0.0193867323 0.0192508877 1.396866e-02
## PC137 1.992200e-02 0.0250362534 0.0167514756 0.0189175071 1.922344e-02
## PC138 1.040824e-02 0.0077959122 0.0122804687 0.0104366801 9.417703e-03
## PC139 3.517085e-03 0.0007800512 0.0149446954 0.0090513554 3.119131e-03
## PC140 1.223899e-02 0.0157677132 0.0129781002 0.0191791703 1.277067e-02
## PC141 1.717949e-02 0.0068864007 0.0183168046 0.0194893336 2.973502e-02
## PC142 1.129626e-02 0.0136429772 0.0006296563 0.0084885454 3.333678e-03
## PC143 4.365307e-02 0.0461882143 0.0446679683 0.0531655379 3.316999e-02
## PC144 -8.816721e-03 -0.0031268833 -0.0062674084 -0.0084260352 -5.594021e-03
## PC145 -5.350172e-03 -0.0193954818 -0.0084045154 -0.0016891802 -1.354137e-02
## PC146 -1.726569e-02 -0.0243216989 -0.0219510340 -0.0292574579 -1.741615e-02
## PC147 -2.436998e-02 -0.0043017313 -0.0203254632 -0.0219558308 -2.277284e-02
## PC148 1.130008e-02 0.0066461065 0.0167018492 0.0111190189 1.625023e-02
## PC149 -1.033672e-02 -0.0051621578 -0.0067970474 -0.0046297416 -5.007851e-03
## PC150 -2.243205e-02 -0.0140588865 -0.0161116713 -0.0242265194 -1.928062e-02
## PC151 2.093583e-03 0.0124887913 -0.0103175095 0.0048582077 -2.223811e-03
## PC152 2.969466e-03 0.0039612253 -0.0079543334 -0.0024391109 2.763939e-03
## PC153 -1.465586e-02 -0.0203855709 0.0003083034 -0.0065262684 -8.159686e-03
## PC154 3.023780e-04 0.0042020225 0.0050264392 0.0053437505 4.138298e-03
## PC155 5.627695e-03 0.0060376705 -0.0060123006 -0.0034985548 5.385249e-03
## PC156 2.166085e-02 0.0047747724 0.0317675059 0.0256674441 2.273667e-02
## PC157 6.071472e-04 0.0062008418 0.0004738185 0.0025685531 -1.018324e-02
## PC158 -6.452719e-03 -0.0011631033 -0.0146944933 -0.0179086076 -1.580173e-02
## PC159 4.671796e-03 0.0056964351 0.0010397645 0.0042023418 6.716845e-03
## PC160 -2.040490e-02 -0.0190149433 -0.0311169947 -0.0291913025 -1.963229e-02
## PC161 -6.996103e-03 -0.0017812864 -0.0048289871 -0.0092079794 -1.005839e-02
## PC162 5.243121e-03 0.0114354900 0.0071834575 0.0029677372 -9.358524e-03
## PC163 -8.736375e-03 -0.0162703057 -0.0075718385 -0.0102565936 -1.096020e-02
## PC164 5.762354e-03 0.0075891430 0.0147563820 0.0131095785 -5.385768e-04
## PC165 1.284255e-02 0.0187318800 0.0033622024 0.0020698734 5.189966e-03
## PC166 1.563670e-02 0.0165795296 0.0166898061 0.0184084072 1.196669e-02
## PC167 2.488014e-02 0.0129796696 0.0305577830 0.0255288148 2.108299e-02
## PC168 -8.672326e-03 -0.0015530772 -0.0203503567 -0.0183827415 -2.151967e-02
## PC169 9.238317e-03 -0.0022384613 0.0172811540 0.0053442461 1.173344e-02
## PC170 -5.709376e-03 -0.0124479172 -0.0120151644 -0.0137501103 -1.421540e-02
## PC171 1.251471e-02 0.0042758949 0.0131905521 0.0111064621 1.013344e-02
## PC172 -4.136339e-03 0.0043721635 0.0164312463 0.0132514014 6.592970e-03
## PC173 1.310847e-02 0.0011510825 0.0158674137 0.0170342588 1.265466e-02
## PC174 2.295940e-02 0.0168448368 0.0167487313 0.0200162452 2.198993e-02
## PC175 1.642556e-02 -0.0010067119 0.0218819670 0.0141981124 2.249569e-02
## PC176 3.891355e-02 0.0545872577 0.0516650398 0.0540971271 3.709146e-02
## PC177 -2.559591e-02 -0.0152068103 -0.0335603108 -0.0311652394 -2.218832e-02
## PC178 2.761381e-03 0.0005339176 0.0052268879 0.0016500894 6.459208e-03
## PC179 3.658987e-03 -0.0021209814 -0.0104646535 -0.0052951923 -1.076495e-03
## PC180 -8.084530e-03 0.0029625404 -0.0133035369 -0.0123089093 -1.036809e-02
## PC181 -3.661717e-03 -0.0075102342 0.0077548861 -0.0009642512 4.698029e-03
## PC182 1.218984e-04 -0.0089069323 -0.0017737732 -0.0032448435 -1.364069e-03
## PC183 -2.348412e-02 -0.0181175649 -0.0266639925 -0.0256661442 -2.436165e-02
## PC184 1.483226e-03 -0.0025998618 -0.0025774361 0.0008123389 -4.615733e-03
## PC185 3.369973e-03 -0.0144687145 0.0036417601 -0.0022147754 1.101534e-02
## PC186 1.791535e-02 0.0056178083 0.0079760370 0.0057549633 1.953403e-02
## PC187 1.998207e-02 0.0041951144 0.0010576147 -0.0001450853 1.811314e-02
## PC188 3.800480e-03 0.0059672957 0.0070627175 0.0046992521 2.929203e-03
## PC189 1.188924e-02 0.0089144945 0.0208303490 0.0137205666 4.600210e-03
## PC190 5.993963e-03 -0.0034676663 0.0015177618 -0.0014160146 -1.402466e-03
## PC191 -1.824814e-02 -0.0234978636 -0.0237840260 -0.0210091507 -1.719990e-02
## PC192 1.957950e-02 0.0226075324 0.0221773433 0.0185656885 2.701549e-02
## PC193 1.669253e-02 0.0142797766 0.0094025827 0.0079521814 1.892231e-02
## PC194 4.583942e-03 -0.0050929654 -0.0082088569 -0.0036591953 -1.682244e-03
## PC195 1.110706e-02 0.0008411780 0.0062306050 0.0028076656 6.916977e-03
## PC196 -2.773055e-02 -0.0260038711 -0.0296000119 -0.0235468697 -1.644103e-02
## PC197 -3.247320e-03 0.0100449934 0.0119621059 0.0119425243 -8.409954e-03
## PC198 2.857443e-03 0.0093537871 0.0112407311 0.0081543573 4.265805e-03
## PC199 1.070140e-02 0.0068399315 0.0124215489 0.0066397430 1.025761e-02
## PC200 6.070691e-03 0.0046185673 0.0032062748 0.0050625139 2.557427e-03
## PC201 -5.850191e-03 -0.0033689750 -0.0155756675 -0.0082619246 -1.280706e-02
## PC202 1.639458e-02 0.0091037436 0.0147542191 0.0150677778 1.529577e-02
## PC203 -1.350811e-02 -0.0081947142 -0.0164738506 -0.0165820449 -1.526292e-02
## PC204 3.527570e-03 0.0150474694 0.0073942527 0.0145909974 5.694456e-03
## PC205 -1.355075e-02 -0.0283115531 -0.0261262265 -0.0265430960 -4.693898e-03
## PC206 3.511497e-04 0.0008023959 -0.0073093509 -0.0075043879 -3.186688e-03
## PC207 -6.510589e-03 -0.0086235821 -0.0100096592 -0.0059882792 -7.128952e-04
## PC208 2.390033e-02 0.0107024490 0.0248269288 0.0240180860 2.418362e-02
## PC209 5.060234e-03 0.0119878510 -0.0003374210 0.0035060717 -1.292089e-03
## PC210 1.269660e-02 0.0144421365 0.0103772116 0.0061817398 9.490263e-03
## PC211 3.921617e-03 0.0216595887 0.0117622023 0.0095522875 3.300800e-04
## PC212 3.024163e-02 0.0168710218 0.0266918845 0.0289658249 2.276965e-02
## PC213 1.184408e-02 0.0079112275 0.0070089147 0.0151102196 1.352335e-02
## PC214 -3.898165e-03 -0.0169730240 -0.0130127073 -0.0151265728 -3.610460e-03
## PC215 -8.792163e-03 -0.0153945538 -0.0197140525 -0.0103143174 -1.595499e-02
## PC216 -1.454114e-02 -0.0085385427 -0.0081604744 -0.0064088464 -1.445031e-02
## PC217 3.178727e-03 0.0075984664 0.0095203073 0.0114455781 5.243795e-03
## PC218 -1.492188e-02 -0.0033098790 -0.0058734869 -0.0080376640 -1.420929e-02
## PC219 -2.396679e-03 0.0019939083 -0.0203079495 -0.0098354248 -1.191968e-02
## PC220 1.811239e-02 0.0202701428 0.0290897476 0.0289811947 1.483593e-02
## PC221 1.294111e-02 0.0087026709 0.0124276417 0.0134936225 1.447131e-02
## PC222 -2.405156e-03 -0.0103716719 -0.0117618579 -0.0147655431 -6.409392e-03
## PC223 -1.492311e-02 -0.0109287937 -0.0174921641 -0.0136524876 -1.406288e-02
## PC224 -4.481965e-03 0.0146911497 -0.0060211395 0.0016853054 -9.289057e-03
## PC225 4.262632e-03 -0.0099568677 -0.0027785336 -0.0003757210 9.612267e-03
## PC226 6.856973e-03 -0.0034852888 0.0138453951 0.0074679578 1.218562e-02
## PC227 -1.088018e-02 -0.0031847254 -0.0068081283 -0.0072007911 -3.776990e-03
## PC228 -2.107333e-02 -0.0128347550 -0.0163280417 -0.0231899406 -1.144531e-02
## PC229 8.403783e-03 0.0171154954 0.0018969554 0.0050143378 4.953574e-03
## PC230 -9.046994e-03 -0.0122045234 -0.0111161160 -0.0152188959 -5.630613e-03
## PC231 1.951778e-02 0.0195200315 0.0156018314 0.0182100507 5.523331e-03
## PC232 -3.686730e-03 0.0082931093 0.0029001217 0.0067639338 -9.177868e-03
## PC233 1.522960e-02 0.0020478539 0.0129794191 0.0150856725 1.923442e-02
## PC234 -3.280611e-02 -0.0227376995 -0.0269584718 -0.0276382959 -1.938832e-02
## PC235 5.690630e-04 -0.0008509800 -0.0099177021 -0.0079928553 -1.234702e-02
## PC236 1.960273e-02 0.0140010533 0.0136496244 0.0109880024 6.331066e-03
## PC237 -4.235582e-03 -0.0092410451 -0.0062259394 -0.0076564979 3.876740e-04
## PC238 -1.218870e-03 -0.0026393455 0.0139653449 0.0143864988 5.684100e-03
## PC239 -6.323454e-03 -0.0133620064 -0.0089695518 -0.0054685449 -7.120152e-03
## PC240 1.562491e-02 0.0155384707 0.0104124725 0.0085124949 2.170480e-02
## PC241 -1.754757e-04 -0.0051657963 -0.0113078228 -0.0127236427 -1.070262e-02
## PC242 -3.666178e-03 -0.0104841730 -0.0049684584 -0.0022555646 -7.692057e-04
## PC243 -1.448076e-02 -0.0216720258 -0.0275748352 -0.0244398593 -2.333295e-02
## PC244 -4.029725e-03 -0.0178501558 -0.0141736418 -0.0140167250 -1.394796e-02
## PC245 4.294560e-03 -0.0033376275 -0.0084472152 -0.0089087480 -1.141683e-03
## PC246 1.255392e-02 0.0209714760 0.0145615999 0.0110208960 1.163804e-02
## PC247 -3.133444e-04 -0.0019956502 0.0009040957 0.0017919468 -1.094014e-02
## PC248 -2.897712e-03 0.0078859504 0.0123411215 0.0130667205 8.705339e-03
## PC249 5.641900e-03 0.0004895313 -0.0050368907 -0.0091381221 2.504790e-03
## PC250 1.317724e-02 0.0076254969 0.0096866781 0.0134105000 9.690675e-03
## PC251 -1.161633e-02 -0.0077089383 -0.0164311804 -0.0177476530 -1.548423e-02
## PC252 -4.234066e-03 -0.0198178826 -0.0048875371 -0.0047184027 -9.807511e-03
## PC253 5.390568e-03 0.0132567627 0.0031809201 0.0092568410 7.140552e-03
## PC254 1.533042e-03 0.0039296870 0.0008240752 0.0029017009 8.446161e-05
## PC255 1.144478e-02 0.0109826514 0.0114430392 0.0104967017 1.047339e-02
## PC256 -1.049541e-02 -0.0136677811 -0.0141967618 -0.0137340916 -1.759745e-02
## PC257 -1.139091e-02 -0.0116444128 -0.0116984178 -0.0134788191 -1.622377e-02
## PC258 -7.395683e-03 -0.0092526117 -0.0037478509 -0.0088190916 3.943166e-03
## PC259 -7.020181e-03 0.0007753067 0.0050415627 0.0017774116 -9.551659e-03
## PC260 6.759727e-03 0.0041402852 0.0030224382 0.0141997857 5.247289e-03
## PC261 4.805414e-03 -0.0134783765 -0.0012021202 0.0004322396 8.025578e-03
## PC262 5.803255e-03 0.0087154086 0.0113617255 0.0183737156 6.026266e-03
## PC263 1.060881e-02 -0.0019242293 0.0098493681 0.0070097214 8.926026e-03
## PC264 -7.368807e-03 -0.0002001332 -0.0132225956 -0.0030262908 -1.102495e-02
## PC265 4.962711e-03 0.0035126859 0.0046940961 0.0054187276 1.067785e-02
## PC266 8.640821e-04 -0.0019551457 -0.0071445098 -0.0075796881 -9.163611e-04
## PC267 -3.653313e-03 0.0046555372 0.0039687156 0.0043909539 -3.764761e-03
## PC268 -1.654825e-02 -0.0180888965 -0.0062359898 -0.0055518128 -1.463346e-02
## PC269 7.237623e-03 -0.0008009237 0.0062501610 -0.0005973144 1.693438e-02
## PC270 -1.996314e-02 -0.0155560689 -0.0212805766 -0.0188011036 -1.512822e-02
## PC271 5.727563e-03 -0.0051560153 -0.0022572631 -0.0071412286 4.598925e-03
## PC272 -4.613796e-03 -0.0073631908 0.0018777096 -0.0028163009 -6.013246e-03
## PC273 1.389688e-02 0.0045103769 0.0138872214 0.0110213277 1.057964e-02
## PC274 2.791618e-03 0.0058694234 0.0038948030 0.0075890335 -1.439188e-03
## PC275 7.969700e-03 0.0030464321 0.0153486368 0.0118481762 1.428858e-02
## PC276 5.205122e-04 0.0086170670 -0.0015042606 0.0027827685 -2.770816e-04
## PC277 -7.449229e-04 0.0054632136 -0.0018483028 -0.0043344436 -1.082109e-02
## PC278 -1.511542e-02 -0.0174244835 -0.0045333828 -0.0054137760 -1.922145e-02
## PC279 3.074842e-03 -0.0135977036 -0.0058641414 -0.0124425491 -6.700487e-04
## PC280 -1.067436e-02 -0.0032187413 -0.0040956409 -0.0067287620 -1.067105e-02
## PC281 -7.897225e-03 -0.0077251119 -0.0109929263 -0.0093047740 -8.563621e-03
## PC282 9.823515e-03 0.0096264121 -0.0007842921 0.0004206767 -6.751420e-03
## PC283 -2.872933e-03 -0.0212840011 -0.0224094744 -0.0280340929 -5.559403e-03
## PC284 1.439336e-03 0.0073326643 0.0045401929 0.0023381478 7.744858e-03
## PC285 -2.003639e-02 -0.0082667212 -0.0129050132 -0.0117292809 -1.502991e-02
## PC286 -5.132862e-04 0.0069411682 -0.0093839715 -0.0024308507 -1.129752e-02
## PC287 -1.989781e-02 -0.0276364725 -0.0138162896 -0.0134339471 -1.244551e-02
## PC288 -1.254520e-02 -0.0137910277 -0.0135210001 -0.0147591791 -4.648886e-03
## PC289 6.787391e-03 -0.0038346194 -0.0016432072 0.0010899964 5.585743e-03
## PC290 -3.288854e-03 -0.0078255188 -0.0033062868 -0.0078709252 -7.107922e-03
## PC291 5.879814e-03 0.0026939973 -0.0045769105 -0.0043483090 3.076783e-03
## PC292 -6.316453e-03 -0.0173066595 -0.0187525057 -0.0172233402 -5.332440e-03
## PC293 5.477669e-04 0.0013652845 0.0067628268 0.0102740066 -4.421799e-03
## PC294 3.252947e-03 0.0007040715 0.0051359106 0.0054749010 -4.126780e-03
## PC295 3.161936e-03 -0.0017179899 0.0043902945 0.0069648377 3.358125e-03
## PC296 2.237427e-02 0.0281531655 0.0268458270 0.0238984583 2.622622e-02
## PC297 1.264691e-02 0.0115674953 0.0148014853 0.0189143116 8.460450e-03
## PC298 -7.270146e-03 -0.0252309442 -0.0109677204 -0.0157951875 3.132079e-03
## PC299 -1.262642e-02 -0.0116456688 0.0033964153 -0.0027272343 -5.660201e-03
## PC300 -2.289044e-03 -0.0015019760 -0.0051540090 -0.0031945187 -7.692304e-03
## PC301 1.990675e-03 0.0006596637 0.0090514056 0.0100356603 3.611318e-03
## PC302 -1.522004e-02 -0.0126102560 -0.0050351642 -0.0094117717 -1.291986e-02
## PC303 -1.791945e-02 -0.0152861020 -0.0163252072 -0.0134308967 -1.093759e-02
## PC304 -1.073805e-02 -0.0189311869 -0.0047331019 -0.0054206495 -1.000120e-03
## PC305 -4.703128e-03 -0.0001889155 -0.0036309396 -0.0074968596 -4.408815e-03
## PC306 -2.661272e-04 0.0034954486 0.0112737641 0.0058081895 -5.264282e-03
## PC307 4.029892e-03 -0.0036738109 -0.0108178276 -0.0044092965 -1.850871e-03
## PC308 1.851299e-02 0.0189050568 0.0257062426 0.0244260516 1.135820e-02
## PC309 -6.706929e-03 0.0002933054 0.0029437264 0.0045260342 -5.241829e-03
## PC310 -3.086921e-02 -0.0244870585 -0.0265423342 -0.0179124396 -2.592775e-02
## PC311 -7.497109e-04 -0.0022146993 -0.0020158363 -0.0073206870 8.585424e-03
## PC312 1.482532e-02 0.0164052668 0.0032571008 0.0039307487 8.570102e-03
## PC313 -7.824248e-03 -0.0049885585 -0.0075936080 -0.0044583305 -1.313902e-02
## PC314 -7.366890e-03 -0.0032726526 -0.0202064278 -0.0130737912 -7.333484e-03
## PC315 -1.077899e-02 -0.0104316831 -0.0066850265 -0.0066841290 -8.824793e-03
## PC316 -2.261598e-02 -0.0201564883 -0.0260998595 -0.0232904318 -2.585151e-02
## PC317 -7.708026e-03 0.0104252792 -0.0089354214 -0.0027107780 -7.022047e-03
## PC318 -8.616822e-03 -0.0118590956 -0.0084070058 -0.0074671639 -9.496180e-03
## PC319 3.788669e-02 0.0238454555 0.0273481315 0.0280943751 2.309632e-02
## PC320 -5.578224e-03 -0.0103715504 -0.0057496594 -0.0123721344 5.844951e-03
## PC321 -1.809580e-02 -0.0270478070 -0.0151792559 -0.0132017099 -1.687538e-02
## PC322 1.118243e-02 0.0081666218 0.0056199086 0.0068736112 8.732270e-03
## PC323 3.783259e-02 0.0464695585 0.0331515697 0.0377513494 3.086994e-02
## PC324 1.142578e-02 0.0152732613 0.0080159779 0.0087189323 1.562004e-02
## PC325 -1.559733e-02 -0.0166765665 -0.0143414586 -0.0182929165 -1.047428e-02
## PC326 -4.828870e-03 0.0012106633 -0.0033143311 -0.0029252297 -5.049257e-04
## PC327 1.579486e-02 0.0121596544 0.0055599215 0.0055523141 6.942373e-03
## PC328 2.131594e-03 -0.0028466066 -0.0077692027 -0.0160918096 1.383330e-02
## PC329 -1.503690e-03 -0.0064465288 0.0092654870 0.0023680032 -2.065380e-03
## PC330 7.407913e-03 0.0054589006 0.0005910294 0.0027903970 4.325667e-03
## PC331 -1.802531e-03 -0.0015224688 0.0073233363 -0.0040721015 5.088511e-03
## PC332 1.196598e-02 0.0204487637 0.0137418465 0.0209739842 1.556432e-02
## PC333 3.362772e-03 -0.0008559182 -0.0009041285 -0.0020827089 -1.866097e-03
## PC334 -4.921208e-03 -0.0096696533 -0.0088220163 -0.0148774430 -1.219348e-02
## PC335 1.577769e-02 0.0173073800 0.0125072898 0.0115821330 1.185329e-02
## PC336 2.117836e-02 0.0208643275 0.0062303995 0.0083866997 9.867467e-03
## PC337 2.996862e-03 0.0008283208 0.0019659764 0.0022182340 5.113627e-03
## PC338 9.659304e-03 -0.0019663033 0.0090655615 0.0036239961 6.779084e-03
## PC339 -1.452755e-02 0.0005489275 -0.0061495681 -0.0050328954 -1.721478e-02
## PC340 -1.114766e-02 -0.0137750053 -0.0206113725 -0.0202029381 -1.883994e-02
## PC341 8.237064e-03 0.0131073397 0.0074418748 0.0109405023 7.298016e-04
## PC342 -2.664250e-03 -0.0011612380 0.0018779861 0.0072434461 -3.894692e-03
## PC343 -1.158790e-02 0.0049341920 -0.0110327727 -0.0094936442 -2.322923e-02
## PC344 4.519746e-04 0.0060085411 0.0105769409 0.0141563896 7.591827e-03
## PC345 1.664701e-03 -0.0114465625 -0.0017602817 -0.0036303032 9.765927e-04
## PC346 -4.093904e-03 -0.0108593499 -0.0045558437 -0.0096260733 -6.082703e-03
## PC347 1.555469e-02 0.0143386788 0.0084994304 0.0115487769 2.055689e-02
## PC348 -7.351085e-03 -0.0094375232 -0.0083241309 -0.0104259463 -7.959027e-03
## PC349 -6.428308e-03 -0.0019516095 -0.0061731529 -0.0063950729 7.096069e-05
## PC350 5.804751e-03 -0.0128942398 0.0094993514 0.0052804412 8.901842e-03
## PC351 -3.080086e-03 0.0090039478 0.0024597875 0.0074514678 -5.446834e-03
## PC352 -9.907724e-03 -0.0043637358 0.0003580564 0.0006998723 -5.289113e-03
## PC353 -1.828902e-02 -0.0068935526 -0.0180486472 -0.0153658920 -1.503271e-02
## PC354 4.024608e-03 0.0022614669 0.0104511167 0.0114965853 3.609873e-03
## PC355 2.293269e-02 0.0242906727 0.0201749880 0.0176230400 1.506798e-02
## PC356 1.055015e-02 0.0189361619 0.0159839054 0.0129280227 1.608685e-02
## PC357 -8.363989e-03 -0.0071007190 -0.0143588929 -0.0100057500 -7.101723e-03
## PUTN REDR RETR RING SALL
## PC1 6.195447e-01 6.300789e-01 6.379365e-01 6.275293e-01 6.232328e-01
## PC2 4.923423e-01 5.310569e-01 4.840665e-01 5.279540e-01 5.365205e-01
## PC3 -1.664815e-01 -4.313383e-02 -2.116654e-01 -1.612568e-01 3.260453e-02
## PC4 1.727807e-01 9.720058e-02 1.651249e-01 1.948571e-02 -9.529919e-02
## PC5 1.894727e-01 2.056963e-01 1.618725e-01 1.649368e-01 2.287626e-01
## PC6 6.457014e-02 1.064851e-01 -8.082653e-03 -8.373644e-02 4.302491e-02
## PC7 1.494428e-01 2.073163e-01 1.291830e-01 1.798097e-01 1.531524e-01
## PC8 -3.072275e-02 -6.066344e-02 -4.779616e-02 -5.922548e-02 -2.905618e-02
## PC9 -3.842110e-02 -8.594117e-03 -1.846809e-02 -2.501069e-02 3.518709e-02
## PC10 1.221873e-01 1.105660e-01 1.314400e-01 1.309904e-01 6.904045e-02
## PC11 7.924732e-02 4.941331e-02 7.240860e-02 2.115799e-02 2.374106e-02
## PC12 3.353817e-02 4.600056e-02 5.368003e-02 4.602030e-02 9.498479e-02
## PC13 -5.995045e-02 -1.987326e-02 -5.699708e-02 1.294115e-02 4.570792e-02
## PC14 9.517499e-03 3.148368e-02 -7.867253e-03 -3.020855e-02 -4.616233e-02
## PC15 1.241910e-02 -1.927356e-02 2.792483e-02 6.715215e-03 -1.934290e-02
## PC16 2.700113e-02 3.831963e-02 2.162786e-02 2.852857e-02 5.165608e-02
## PC17 -5.440553e-02 -3.887378e-02 -5.835027e-02 -2.299507e-02 1.246060e-03
## PC18 9.071931e-03 4.738040e-03 1.143297e-02 3.368226e-02 7.221429e-03
## PC19 8.419053e-03 -2.223958e-02 1.851577e-02 1.547869e-03 2.332997e-02
## PC20 -1.321881e-02 -6.662210e-03 1.822296e-02 3.688107e-02 -1.192753e-02
## PC21 -5.100283e-03 -1.851482e-02 -3.480435e-03 -7.599335e-03 -4.371611e-03
## PC22 4.484458e-02 4.651557e-02 5.175216e-02 6.373638e-02 -9.142107e-03
## PC23 -1.136149e-03 -2.669649e-02 7.450170e-03 -2.062363e-02 -2.650288e-02
## PC24 1.331291e-02 -6.640729e-03 1.797771e-03 -3.590095e-02 -5.148403e-02
## PC25 3.681095e-02 6.808687e-03 3.879124e-02 -3.647400e-03 -1.887436e-02
## PC26 -1.897082e-02 -1.169502e-02 -1.154365e-02 -2.947016e-02 1.261391e-02
## PC27 4.279661e-02 2.007238e-02 3.627103e-02 1.837801e-02 1.702497e-02
## PC28 2.713564e-03 3.373426e-02 -1.121319e-02 2.862051e-02 7.803027e-02
## PC29 1.730983e-02 5.900733e-02 1.238588e-02 4.423175e-02 5.382043e-02
## PC30 2.522463e-02 -1.466638e-03 3.285202e-02 4.295155e-02 2.385589e-03
## PC31 5.920116e-03 1.522742e-02 -2.071541e-03 -4.554932e-03 2.678701e-02
## PC32 2.414430e-03 1.655167e-02 -5.623189e-03 -2.285499e-02 -6.986515e-05
## PC33 -9.151108e-03 -2.381795e-02 -1.018829e-02 -5.458257e-03 4.537603e-02
## PC34 -7.604556e-03 4.680396e-03 -1.532451e-03 6.947924e-03 1.142008e-02
## PC35 -1.689536e-02 -1.784944e-02 -1.734488e-02 -2.457775e-02 -9.172570e-03
## PC36 2.544342e-02 1.756977e-02 1.004928e-02 1.715766e-03 1.906033e-03
## PC37 1.595496e-02 2.469207e-02 1.664415e-02 3.027315e-03 2.195625e-02
## PC38 1.755805e-02 2.758437e-02 1.904141e-02 7.870123e-03 5.889267e-02
## PC39 6.244465e-02 4.647185e-02 5.022307e-02 1.465143e-02 -1.021060e-02
## PC40 5.370096e-03 6.787171e-03 6.333249e-03 -4.207614e-03 -1.727013e-02
## PC41 -1.150617e-02 5.599539e-03 -1.111834e-02 2.386998e-02 4.954699e-02
## PC42 7.728146e-03 -1.725079e-03 1.554510e-02 1.593942e-02 2.914382e-02
## PC43 -3.662066e-02 -3.756054e-02 -2.323833e-02 -4.666562e-03 -2.450325e-02
## PC44 -7.637921e-02 -7.160912e-02 -5.438878e-02 -7.433515e-02 -5.164044e-02
## PC45 2.686420e-02 3.764610e-02 3.972694e-02 5.572131e-02 4.518686e-02
## PC46 -9.326466e-03 1.412728e-02 -1.955000e-02 -2.931177e-02 -1.650400e-02
## PC47 2.613352e-02 1.635037e-02 3.023277e-02 1.406716e-02 -2.279733e-02
## PC48 3.231018e-03 -1.014430e-02 1.045178e-02 -1.549771e-02 -1.924060e-02
## PC49 -2.949853e-02 -3.297145e-02 -3.049307e-02 -2.874668e-02 -3.417881e-02
## PC50 3.210651e-03 3.596876e-02 -5.224070e-03 -1.435942e-02 3.617028e-02
## PC51 3.838785e-02 4.467694e-03 2.746451e-02 -2.365980e-03 1.879834e-03
## PC52 -1.788103e-02 -1.370171e-02 -3.765893e-02 -4.455341e-02 -3.913527e-03
## PC53 2.967402e-02 2.398185e-02 2.544074e-02 1.219683e-02 -4.171998e-03
## PC54 -2.847510e-02 -4.116340e-02 -3.279674e-02 -4.401471e-02 -2.859672e-02
## PC55 -4.434454e-02 -1.529038e-02 -4.816866e-02 -4.582207e-02 -3.838147e-03
## PC56 -8.113709e-03 -1.291868e-02 -9.982188e-03 -1.641186e-02 -1.291682e-02
## PC57 2.543380e-02 1.066312e-02 3.209471e-02 2.147235e-02 -8.460065e-03
## PC58 -3.034373e-02 -2.030639e-02 -6.611579e-03 -2.631733e-02 -3.810842e-03
## PC59 1.861482e-03 1.393483e-02 -6.975182e-03 1.752208e-02 -9.504491e-03
## PC60 3.373532e-02 3.994680e-02 3.359059e-02 3.921334e-02 5.894932e-02
## PC61 -2.247057e-02 -1.174763e-02 -2.463182e-02 -2.074019e-02 6.671465e-03
## PC62 2.104299e-03 1.923861e-03 1.464618e-02 3.325971e-03 -9.260102e-04
## PC63 3.320465e-03 1.363286e-03 6.804215e-04 2.949700e-02 1.803224e-02
## PC64 -7.213073e-03 -3.053611e-02 -1.860469e-03 -6.471072e-03 -2.885769e-02
## PC65 -6.255084e-03 -2.149417e-03 2.344964e-03 2.542847e-03 -2.374892e-02
## PC66 -1.274915e-03 1.294173e-02 -9.947793e-03 -7.748141e-03 1.041899e-02
## PC67 2.346769e-02 1.502585e-02 2.651335e-02 -1.621398e-02 5.864441e-03
## PC68 -1.370722e-02 3.072378e-03 -9.045466e-03 9.090763e-04 -1.339957e-04
## PC69 -1.893533e-02 -9.820689e-03 -1.278384e-02 -4.639162e-03 1.220718e-02
## PC70 -1.333557e-02 -1.855632e-02 -1.713550e-03 -3.481309e-03 -3.751203e-02
## PC71 -1.620416e-02 -4.706510e-04 -1.114015e-02 -1.158797e-02 1.550900e-02
## PC72 1.942427e-02 2.707635e-02 1.445289e-02 1.796745e-02 2.965511e-02
## PC73 -5.932234e-03 -6.762168e-03 6.711460e-03 -5.899291e-03 -1.617100e-02
## PC74 -2.520413e-02 -1.866811e-02 -2.855168e-02 -1.425983e-02 -1.477252e-02
## PC75 -2.512653e-02 -3.105664e-02 -1.789735e-02 -3.098266e-02 -4.712927e-03
## PC76 1.317607e-02 4.470095e-03 3.680650e-03 -1.187239e-03 -4.672620e-03
## PC77 -1.568753e-03 1.362990e-02 4.205954e-03 -1.881891e-03 2.591688e-02
## PC78 5.567858e-03 1.242977e-02 -1.163362e-03 4.735001e-03 -1.207592e-02
## PC79 1.098614e-03 -1.341498e-02 8.525057e-03 1.534539e-02 -1.706649e-04
## PC80 -6.987408e-03 -1.831942e-02 -9.033810e-03 -6.282946e-03 -1.212118e-02
## PC81 1.023002e-02 1.063744e-02 1.423985e-02 -1.258219e-02 -1.047669e-02
## PC82 2.279305e-02 1.444677e-02 2.578691e-02 1.192955e-02 1.966932e-02
## PC83 9.722521e-03 1.255082e-02 1.738315e-02 7.970654e-03 4.138459e-03
## PC84 4.237358e-03 1.642130e-03 1.318817e-02 6.073441e-03 1.222337e-02
## PC85 -6.570361e-03 5.856702e-04 -1.133101e-02 -3.036053e-03 3.018614e-02
## PC86 -3.306224e-02 -2.306969e-02 -3.995449e-02 -2.997157e-02 -1.106458e-03
## PC87 -1.886450e-02 -2.992266e-02 -2.231191e-02 -2.812067e-02 -3.991918e-02
## PC88 -5.034613e-02 -1.650880e-02 -4.665932e-02 -4.025487e-02 6.191675e-03
## PC89 -8.885775e-03 -7.686438e-03 -1.417163e-02 4.358102e-03 -2.952710e-02
## PC90 -1.208751e-02 -2.326232e-02 3.146690e-03 4.663510e-03 -1.265743e-02
## PC91 -2.739530e-02 -1.623134e-02 -1.223989e-02 -6.190061e-03 3.874286e-03
## PC92 -1.619919e-02 1.523501e-03 -2.399482e-02 -9.509805e-03 4.892859e-03
## PC93 2.522267e-03 9.404758e-03 1.067155e-02 1.490643e-02 4.115175e-02
## PC94 -1.521887e-02 -8.912963e-03 -1.767698e-02 -8.374509e-03 -7.005390e-03
## PC95 1.604885e-03 4.625605e-03 -4.804035e-03 -4.480446e-03 -5.493621e-03
## PC96 1.140977e-02 2.095183e-02 2.867081e-02 3.365893e-02 6.937911e-04
## PC97 6.536255e-03 4.988529e-04 5.784087e-03 2.823678e-02 9.752356e-03
## PC98 7.273182e-03 8.309526e-03 -1.327915e-03 -9.959503e-03 -1.978510e-02
## PC99 -1.581680e-02 3.211198e-03 -2.319324e-02 -6.875414e-03 -4.288931e-03
## PC100 2.147640e-02 7.564324e-03 3.118462e-02 1.611254e-02 5.906683e-03
## PC101 5.245814e-03 1.642649e-02 -9.804888e-03 -9.178226e-04 1.994366e-02
## PC102 1.904201e-02 3.574091e-02 1.068402e-03 1.448345e-02 2.117749e-02
## PC103 2.628572e-02 1.940969e-02 2.353427e-02 2.693370e-02 4.056391e-02
## PC104 5.108542e-03 3.954085e-03 8.104687e-03 9.411198e-03 1.492224e-02
## PC105 -2.607654e-03 7.786816e-03 -4.117093e-03 8.190274e-03 8.028790e-03
## PC106 3.587902e-02 1.606973e-02 2.058835e-02 3.335578e-02 4.559677e-03
## PC107 -2.783059e-02 -2.444421e-02 -2.383025e-02 -1.025984e-02 -6.024655e-03
## PC108 -1.544782e-02 -2.567643e-02 -1.986073e-02 -3.634832e-02 -4.013200e-02
## PC109 -2.207759e-02 -2.011539e-02 -1.446220e-02 -9.476914e-03 4.912129e-03
## PC110 -1.793717e-03 -1.486430e-02 -3.442731e-03 -1.379826e-02 -4.211662e-03
## PC111 1.056574e-02 3.913568e-03 9.562385e-03 9.620755e-03 5.977456e-03
## PC112 -1.281754e-02 -1.222347e-02 -2.065089e-02 2.067096e-03 5.095512e-03
## PC113 2.773780e-03 -1.614142e-02 5.332820e-03 -1.182381e-02 -3.530872e-02
## PC114 2.642144e-02 2.669904e-02 2.213089e-02 1.532296e-02 4.369380e-02
## PC115 2.397596e-02 1.557654e-02 2.826084e-02 2.115807e-02 4.173530e-02
## PC116 -5.374272e-03 -1.461802e-03 -1.200807e-02 -1.502449e-02 -7.094904e-03
## PC117 -2.265274e-02 4.538684e-03 -2.972133e-02 -1.787214e-02 9.338963e-03
## PC118 -8.474728e-05 -1.831022e-03 -6.267475e-03 6.863868e-03 2.585484e-02
## PC119 9.171118e-03 -8.984573e-03 -1.927176e-03 -4.256191e-03 -2.073886e-02
## PC120 -3.568150e-03 -3.859003e-03 -2.323093e-03 2.219150e-03 8.455206e-03
## PC121 -1.019516e-02 -1.142759e-02 2.246356e-03 1.420918e-02 1.856972e-04
## PC122 1.483841e-02 4.252972e-03 1.892442e-02 1.188447e-02 2.047063e-03
## PC123 9.460693e-03 7.799796e-03 9.361501e-03 2.498963e-02 3.875715e-03
## PC124 -1.902910e-02 -3.747115e-03 -2.648032e-02 2.908102e-03 1.951231e-02
## PC125 -1.154720e-02 -9.323167e-03 -1.358282e-02 1.222151e-02 2.849845e-02
## PC126 -4.645256e-03 -3.372022e-03 -1.058199e-02 9.657978e-03 1.441174e-02
## PC127 9.685805e-03 -4.518647e-03 1.304099e-02 1.521166e-02 6.682628e-03
## PC128 -4.546278e-03 -4.359973e-03 -6.348199e-04 1.765465e-02 -5.852785e-03
## PC129 2.138326e-02 1.609463e-02 2.027751e-02 1.041819e-02 1.632762e-02
## PC130 -1.151956e-02 1.426473e-02 -2.166052e-02 -3.398111e-04 3.405784e-03
## PC131 -1.998464e-02 -9.105048e-03 -7.196802e-03 -5.678548e-03 2.479802e-03
## PC132 -5.653967e-03 -1.792634e-02 -1.358183e-02 -1.853556e-02 -1.701331e-02
## PC133 2.033732e-02 7.106719e-03 2.451489e-02 7.961847e-04 7.333934e-03
## PC134 -2.763627e-02 -3.184770e-02 -3.561250e-02 -3.555723e-02 -1.922496e-02
## PC135 -1.307332e-02 -3.009503e-02 -1.174300e-02 -1.439524e-02 -3.884515e-02
## PC136 1.398621e-02 2.021743e-02 -2.639410e-03 4.878556e-03 1.810648e-02
## PC137 1.906397e-02 1.834446e-02 2.151852e-02 3.097258e-02 2.487668e-02
## PC138 1.412925e-02 1.146978e-02 1.513399e-02 1.122454e-02 3.649322e-03
## PC139 -8.379838e-04 1.443618e-02 -9.854058e-03 -3.360890e-04 -2.453211e-05
## PC140 1.519873e-02 1.583382e-02 1.557737e-02 1.481699e-02 1.493907e-02
## PC141 -1.446737e-04 1.789081e-02 -8.390209e-04 1.660937e-02 2.764969e-02
## PC142 -3.716635e-03 -4.061890e-04 2.531934e-03 2.055357e-02 7.544710e-03
## PC143 3.996911e-02 4.829454e-02 3.772543e-02 4.172364e-02 2.992127e-02
## PC144 -2.095047e-02 -1.101969e-02 -1.217891e-02 -5.166326e-03 -6.249052e-03
## PC145 -1.451051e-02 -6.877374e-03 -2.801275e-02 -1.223908e-02 -9.089166e-03
## PC146 -3.222011e-02 -2.283369e-02 -2.870223e-02 -1.699224e-02 -1.429675e-02
## PC147 -1.474429e-03 -2.151649e-02 1.922683e-03 1.460691e-03 -1.963407e-02
## PC148 1.301707e-02 1.663059e-02 1.419222e-02 8.330911e-03 3.944294e-03
## PC149 1.192014e-02 -4.084356e-03 1.920412e-02 2.690617e-03 2.254170e-03
## PC150 -1.867705e-02 -2.255201e-02 -1.992106e-02 -1.101946e-02 -1.910068e-02
## PC151 2.030291e-02 -5.407899e-03 2.315177e-02 1.518163e-03 5.259538e-03
## PC152 -9.015907e-03 -7.327305e-03 7.868053e-03 1.413153e-02 3.761125e-03
## PC153 7.827215e-04 -1.450065e-03 -1.513810e-02 -1.842826e-02 -1.170038e-02
## PC154 2.596718e-03 3.235112e-03 1.803802e-02 6.166208e-03 -6.922104e-03
## PC155 -2.421550e-02 -5.253900e-03 -1.543255e-02 3.336279e-03 1.508215e-02
## PC156 3.096049e-02 2.680289e-02 2.324579e-02 -3.892406e-03 1.721662e-02
## PC157 1.284577e-04 4.505576e-03 1.310141e-03 1.906894e-02 2.688840e-03
## PC158 -1.648863e-02 -1.273659e-02 -4.620279e-03 1.376815e-03 -8.420411e-03
## PC159 8.779108e-03 1.785567e-03 2.350861e-02 1.511502e-03 1.426812e-02
## PC160 -2.616101e-02 -2.921614e-02 -2.844199e-02 -1.317675e-02 -1.013958e-02
## PC161 -2.052731e-02 -9.138137e-03 -2.361449e-02 -8.121499e-03 -1.381271e-02
## PC162 4.387191e-03 7.061567e-03 -7.640775e-03 8.886984e-03 -1.568898e-03
## PC163 -1.088946e-02 -9.954079e-03 -6.125430e-03 -2.190853e-02 -3.623232e-03
## PC164 1.526845e-02 1.784119e-02 2.982906e-03 1.014351e-02 1.071413e-02
## PC165 -8.664907e-03 2.647796e-03 -1.645712e-03 1.923210e-02 8.137307e-03
## PC166 1.831428e-03 1.504122e-02 -1.936062e-03 1.436746e-02 4.229919e-03
## PC167 2.660193e-02 3.063543e-02 -1.210435e-03 1.050751e-02 1.472425e-02
## PC168 -1.433330e-02 -1.981090e-02 -6.267313e-03 -9.777751e-03 -1.434081e-02
## PC169 1.072159e-02 8.531610e-03 -9.045789e-04 -1.743169e-03 1.407348e-02
## PC170 -8.955261e-03 -1.596524e-02 -2.312826e-02 -1.779577e-02 -1.035256e-02
## PC171 1.486860e-02 1.553157e-02 8.380678e-03 1.166130e-02 1.287927e-02
## PC172 2.846273e-03 1.542972e-02 -5.219137e-03 7.058766e-03 -8.816306e-03
## PC173 1.935603e-02 1.967525e-02 3.012383e-04 2.633650e-03 1.188757e-02
## PC174 2.246929e-02 1.697454e-02 2.557443e-02 1.251049e-02 2.875628e-02
## PC175 6.892165e-03 2.177888e-02 2.530201e-03 1.101713e-03 1.636410e-02
## PC176 4.564371e-02 5.552181e-02 4.172488e-02 5.562975e-02 3.496569e-02
## PC177 -2.025343e-02 -3.326275e-02 -1.261660e-02 -1.415220e-02 -1.408576e-02
## PC178 3.350432e-03 2.319373e-03 1.070047e-02 1.967302e-03 -7.502811e-04
## PC179 -1.452834e-02 -7.411616e-03 -8.142858e-03 -1.877476e-03 -3.761270e-03
## PC180 6.991844e-04 -8.042362e-03 1.719526e-03 4.229597e-03 3.493533e-03
## PC181 1.318847e-02 8.013752e-03 1.215647e-02 -1.202116e-02 -8.279180e-03
## PC182 -1.111720e-03 -5.622571e-03 -1.070000e-02 -8.758825e-03 7.921222e-03
## PC183 -1.660886e-02 -2.269086e-02 -3.643033e-03 -2.006610e-02 -2.504562e-02
## PC184 -1.067387e-03 -1.070380e-03 4.402006e-03 9.202222e-05 -2.069307e-03
## PC185 6.160636e-03 5.354667e-03 1.715406e-05 -2.126634e-02 1.532276e-02
## PC186 7.031352e-03 4.708594e-03 -3.696469e-04 5.312008e-03 2.684052e-02
## PC187 -2.432400e-03 2.353713e-03 1.193356e-02 5.714634e-03 1.881686e-02
## PC188 6.322324e-03 8.683554e-03 4.204832e-03 8.533636e-03 2.276871e-03
## PC189 4.715094e-03 1.756747e-02 -3.730917e-03 1.121674e-02 4.228012e-03
## PC190 9.631000e-03 -2.709685e-03 -3.140689e-03 2.948199e-03 2.037124e-03
## PC191 -2.112128e-02 -2.115056e-02 -1.819779e-02 -2.534015e-02 -1.288703e-02
## PC192 2.893034e-02 2.184511e-02 2.496242e-02 2.565118e-02 1.874283e-02
## PC193 6.632846e-03 4.605070e-03 2.180390e-03 1.109057e-02 2.218902e-02
## PC194 4.807052e-03 -3.474048e-03 -1.799236e-03 -4.008878e-03 4.222903e-03
## PC195 1.295754e-03 3.029197e-03 9.996669e-04 -1.172336e-02 5.895832e-03
## PC196 -3.005080e-02 -3.152788e-02 -1.778976e-02 -1.440026e-02 -1.193622e-02
## PC197 3.491430e-02 1.486907e-02 3.427099e-02 6.531908e-03 -8.199751e-03
## PC198 7.508189e-03 8.968665e-03 -5.477093e-03 7.932104e-03 1.710175e-04
## PC199 1.451048e-02 7.298585e-03 1.494882e-02 6.463470e-03 7.070936e-03
## PC200 -6.405066e-03 3.447535e-03 -1.395642e-02 -2.696360e-03 -5.807929e-04
## PC201 -1.264355e-02 -1.528678e-02 -5.071165e-03 -8.704720e-03 -5.620605e-03
## PC202 1.040216e-02 1.450669e-02 7.876792e-03 -5.571989e-03 1.566135e-02
## PC203 -2.261407e-02 -1.536276e-02 -1.378038e-02 -7.659664e-03 -9.573946e-03
## PC204 4.041670e-03 5.567193e-03 4.674941e-03 1.935629e-02 5.436746e-03
## PC205 -4.096198e-02 -2.733027e-02 -3.810828e-02 -3.244473e-02 -9.284143e-03
## PC206 -2.261435e-04 -6.370786e-03 -4.663448e-03 -8.057504e-03 6.417881e-03
## PC207 -6.744019e-04 -1.024896e-02 3.748144e-03 -4.026249e-03 -6.159528e-03
## PC208 1.278242e-02 1.932242e-02 1.670754e-02 2.305128e-03 2.613763e-02
## PC209 1.591639e-02 6.160941e-03 3.040852e-02 9.647189e-03 8.466639e-04
## PC210 5.180659e-03 9.305520e-03 3.236327e-03 1.789852e-02 -1.112601e-03
## PC211 1.917264e-02 9.051995e-03 2.234203e-02 2.020933e-02 4.376918e-03
## PC212 8.661680e-03 2.168914e-02 7.687138e-03 1.633710e-02 1.864215e-02
## PC213 1.367140e-02 1.381487e-02 1.557484e-02 7.849063e-03 1.848420e-02
## PC214 -9.345310e-03 -1.715162e-02 -1.476705e-02 -1.616398e-02 -2.109894e-03
## PC215 -7.075013e-03 -1.357317e-02 -1.239479e-02 -2.033878e-02 -9.924834e-03
## PC216 -1.510640e-03 -4.602963e-03 3.109371e-03 -4.407694e-03 -2.084772e-02
## PC217 -1.781421e-03 7.187595e-03 -2.845456e-03 5.567448e-03 1.689429e-03
## PC218 6.260857e-03 -2.415246e-03 -2.286504e-04 -2.060711e-04 -1.191552e-02
## PC219 -1.440076e-02 -1.934939e-02 -6.869156e-03 2.233084e-03 -1.323140e-02
## PC220 2.537533e-02 2.312303e-02 2.163327e-02 1.476876e-02 3.854397e-03
## PC221 1.419178e-03 1.123058e-02 -1.415131e-03 1.255232e-02 1.104677e-02
## PC222 -1.763629e-02 -1.538911e-02 -2.803642e-02 -1.391883e-02 -8.856687e-03
## PC223 -7.596032e-03 -1.908576e-02 -1.234096e-02 -1.787685e-02 -1.164470e-02
## PC224 1.001856e-02 3.187870e-03 1.986827e-02 1.659594e-02 -6.889223e-03
## PC225 -6.563374e-03 -6.591335e-03 -8.241395e-03 -1.063812e-02 5.016830e-03
## PC226 8.030782e-03 5.964080e-03 8.773408e-03 6.148490e-03 1.273852e-02
## PC227 7.074521e-03 -2.658417e-03 9.519698e-03 -2.712947e-03 5.614219e-03
## PC228 -1.392324e-02 -2.210051e-02 -1.248220e-02 -1.501037e-02 -5.432890e-03
## PC229 1.428061e-02 6.872694e-04 1.576055e-02 2.298876e-02 2.882880e-03
## PC230 -2.617912e-02 -9.481067e-03 -2.683701e-02 -2.380873e-02 -5.326027e-03
## PC231 2.800989e-02 2.122943e-02 2.856824e-02 9.058932e-03 1.477605e-02
## PC232 -3.370796e-03 2.942186e-03 -1.951705e-03 9.419767e-03 -9.962291e-03
## PC233 1.147268e-02 1.405715e-02 1.700479e-02 -1.724126e-03 2.469451e-02
## PC234 7.205968e-04 -2.528794e-02 1.079747e-02 -1.355181e-02 -1.081824e-02
## PC235 -1.074891e-02 -8.271145e-03 -1.188331e-02 3.005877e-03 -3.867279e-03
## PC236 7.699676e-03 7.721985e-03 3.957071e-03 1.263481e-02 1.742148e-02
## PC237 -5.017126e-03 -3.135097e-03 -2.506454e-03 -4.827066e-03 -2.324601e-03
## PC238 8.960802e-03 8.533138e-03 1.282110e-02 -5.179060e-03 2.892709e-03
## PC239 -1.835048e-02 -2.786054e-03 -1.438632e-02 -1.698652e-02 -1.766690e-02
## PC240 4.248637e-03 6.848371e-03 1.514473e-02 8.719210e-03 1.889937e-02
## PC241 -1.031138e-02 -1.411467e-02 -1.119227e-02 -3.445072e-05 -6.211201e-03
## PC242 4.231514e-03 -2.633337e-03 -4.510943e-03 -1.801436e-02 4.360498e-03
## PC243 -1.458809e-02 -3.144967e-02 -2.934994e-02 -1.682954e-02 -1.563084e-02
## PC244 -1.883151e-02 -1.191572e-02 -2.554449e-02 -1.866056e-02 -3.647449e-03
## PC245 -1.522321e-02 -1.168164e-02 -2.797293e-03 3.510501e-03 -5.828173e-04
## PC246 8.894192e-03 1.102255e-02 -2.226114e-03 2.095453e-02 9.283602e-03
## PC247 2.127988e-03 2.506828e-04 -1.373767e-03 -1.028376e-02 -6.009231e-03
## PC248 1.115248e-02 2.015153e-02 4.089248e-03 4.365615e-03 -9.467042e-04
## PC249 -1.259824e-03 -6.045034e-03 -5.419309e-03 -1.889339e-03 1.036175e-02
## PC250 7.192199e-03 1.044778e-02 9.545197e-03 4.673834e-03 2.097709e-02
## PC251 -2.488721e-02 -1.932388e-02 -1.529012e-02 3.179662e-03 -9.059959e-03
## PC252 -5.977845e-03 -6.907669e-03 -1.167189e-02 -1.846179e-02 -7.014043e-03
## PC253 1.168228e-02 1.052658e-02 2.691164e-02 9.474598e-03 8.848151e-03
## PC254 5.188895e-03 -1.271883e-03 2.992403e-03 1.274718e-02 -4.739515e-04
## PC255 2.412535e-03 9.820345e-03 -8.753299e-04 5.629828e-04 7.134433e-03
## PC256 -1.700895e-02 -1.435862e-02 -1.951270e-02 -1.234748e-02 -6.839821e-03
## PC257 -1.793671e-03 -9.296907e-03 2.371560e-03 -1.418494e-02 -1.381308e-02
## PC258 -5.998950e-03 -6.352826e-03 -9.786620e-03 -8.313086e-03 1.496012e-03
## PC259 7.688102e-03 3.464038e-03 5.704946e-03 -3.619446e-03 -2.088523e-02
## PC260 4.265523e-03 5.147660e-03 -1.140293e-02 -7.160573e-03 8.812316e-03
## PC261 -2.345451e-02 -1.617640e-04 -2.989368e-02 -2.159386e-02 6.654564e-03
## PC262 1.613543e-02 1.268368e-02 1.995226e-02 1.274297e-02 7.834060e-03
## PC263 6.241080e-03 1.470406e-02 1.340474e-02 -6.633082e-03 1.408328e-02
## PC264 -1.709216e-02 -2.534883e-03 -2.352338e-03 -8.529978e-03 -1.665892e-02
## PC265 2.103262e-03 8.922317e-03 -2.234427e-03 -7.215994e-04 6.828323e-03
## PC266 -1.658757e-02 -1.363822e-02 -8.699060e-03 1.571894e-03 -2.887711e-03
## PC267 5.734767e-03 1.357664e-03 6.814681e-03 6.502057e-03 -6.204389e-03
## PC268 9.583507e-03 -1.147872e-03 -5.760717e-03 -1.553440e-02 -1.408787e-02
## PC269 -1.101598e-02 2.575288e-03 -1.674776e-02 -5.074547e-03 1.094367e-02
## PC270 -5.056280e-03 -1.951894e-02 -3.379632e-03 -7.055328e-03 -1.227885e-02
## PC271 -1.205096e-02 -1.069902e-02 -5.015086e-03 -1.347626e-02 -8.674698e-03
## PC272 -3.543392e-03 -2.349835e-03 -8.968005e-04 -6.672803e-03 -5.204842e-03
## PC273 -6.304877e-03 1.398721e-02 -2.339251e-04 7.312968e-03 1.311165e-02
## PC274 2.709038e-03 1.022555e-02 8.371081e-03 -2.343494e-03 -2.416168e-03
## PC275 1.577168e-02 1.793381e-02 1.019131e-02 9.722051e-03 1.762718e-02
## PC276 3.744534e-03 2.221951e-03 1.310098e-02 1.130426e-02 -9.828827e-04
## PC277 7.806921e-03 9.061790e-04 8.226157e-04 -2.794460e-03 1.226130e-02
## PC278 -1.295317e-02 -9.030567e-03 -1.606202e-02 -1.450429e-02 -5.654348e-03
## PC279 -1.654118e-02 -9.401327e-03 -9.710187e-03 -8.612200e-04 -5.304504e-03
## PC280 -3.972964e-03 -7.022975e-03 -2.974733e-03 8.082630e-04 -3.218212e-03
## PC281 -1.318094e-02 -1.447148e-02 -1.522494e-02 -7.178028e-03 3.649256e-04
## PC282 -1.606622e-02 -5.027708e-03 -7.333828e-03 1.447336e-02 1.049623e-02
## PC283 -2.506914e-02 -2.269689e-02 -2.562917e-02 -8.671682e-03 -1.209347e-02
## PC284 7.369093e-03 6.664604e-03 2.914801e-03 4.724159e-03 6.204744e-03
## PC285 -1.095721e-02 -1.153102e-02 -9.941116e-04 -2.356251e-03 -1.904706e-02
## PC286 -7.564929e-03 -5.981360e-03 -5.762336e-03 9.581008e-03 -5.198861e-03
## PC287 -1.303608e-02 -1.230779e-02 -9.230325e-03 -2.607258e-02 -1.941340e-02
## PC288 -6.345767e-03 -1.856017e-02 2.771804e-03 -1.792591e-02 -3.575928e-03
## PC289 1.020772e-02 9.571545e-05 1.113359e-02 -4.783881e-03 2.307885e-03
## PC290 7.313294e-04 -8.489752e-03 2.088166e-03 -5.853776e-03 -8.595658e-03
## PC291 6.424299e-03 -5.308459e-03 1.091396e-02 -4.647182e-04 9.465979e-03
## PC292 -1.787813e-02 -1.792726e-02 -2.184660e-02 -1.321642e-02 -9.198151e-03
## PC293 1.236291e-02 9.801342e-03 1.995604e-02 2.678177e-04 -1.181269e-03
## PC294 7.395873e-03 6.385857e-03 -1.986295e-03 4.591714e-04 -3.069430e-04
## PC295 2.245119e-03 6.763531e-03 -3.815174e-03 -4.259518e-03 -8.821122e-03
## PC296 2.305921e-02 2.824299e-02 2.520317e-02 2.216232e-02 1.693479e-02
## PC297 3.498097e-02 1.942593e-02 3.525062e-02 1.921605e-02 5.616872e-03
## PC298 -1.055330e-02 -1.655312e-02 -2.583223e-02 -1.896837e-02 -2.496097e-03
## PC299 -1.668003e-03 -1.108093e-03 -2.546288e-03 -1.485738e-02 -1.467775e-02
## PC300 -1.786045e-02 -7.613133e-03 -6.715720e-03 3.408309e-03 -6.918960e-03
## PC301 1.573783e-02 9.402430e-03 1.366752e-02 1.999532e-03 -1.125429e-03
## PC302 -1.144038e-02 -1.591672e-02 -1.650631e-02 -9.143086e-03 -1.283053e-02
## PC303 -1.005376e-02 -1.562029e-02 -1.319408e-02 -1.253648e-02 -1.134318e-02
## PC304 -6.182682e-03 -5.465411e-03 -1.650025e-02 -1.719099e-02 3.844349e-03
## PC305 -2.850384e-03 -4.278682e-03 -3.591501e-03 3.953316e-03 -1.471798e-02
## PC306 -5.293892e-03 5.405909e-03 1.695520e-03 5.775972e-03 1.013054e-03
## PC307 -4.915122e-03 -1.400159e-02 -1.428184e-03 9.427114e-04 3.683363e-03
## PC308 1.972334e-02 2.350893e-02 2.149674e-02 2.526651e-02 1.144582e-02
## PC309 3.116459e-03 2.892091e-03 1.061475e-02 5.085898e-03 -7.704999e-03
## PC310 -5.148096e-03 -1.839254e-02 -7.696183e-03 -1.760686e-02 -3.098088e-02
## PC311 -2.420037e-02 -1.048934e-02 -1.750556e-02 5.831942e-04 -5.163629e-03
## PC312 7.920827e-04 2.975346e-03 4.360295e-03 2.291950e-02 1.140899e-02
## PC313 -9.077164e-03 -4.131958e-03 8.983500e-03 -1.276065e-02 -1.850273e-02
## PC314 -1.066452e-02 -1.707855e-02 -7.672472e-03 -3.246848e-03 4.118384e-04
## PC315 -5.071808e-03 -6.637357e-04 -4.231676e-03 -5.448756e-03 -1.347852e-02
## PC316 -1.815854e-02 -2.383123e-02 -2.002739e-02 -2.658325e-02 -2.233376e-02
## PC317 -3.850871e-03 -5.765670e-03 3.780322e-03 1.451163e-02 -1.982223e-03
## PC318 -3.481140e-03 -8.756953e-03 -1.178376e-02 -1.038810e-02 -8.229927e-03
## PC319 1.175359e-02 2.399086e-02 1.409497e-02 2.073263e-02 3.302847e-02
## PC320 -1.967737e-02 -1.152202e-02 -1.692176e-02 -1.339542e-02 7.136487e-03
## PC321 -2.358622e-02 -1.920632e-02 -2.666334e-02 -2.639940e-02 -2.316183e-02
## PC322 8.694273e-03 1.972399e-03 1.134931e-02 6.415901e-03 6.716708e-03
## PC323 3.036161e-02 3.322213e-02 2.697333e-02 4.616848e-02 2.927563e-02
## PC324 -2.327690e-03 7.995695e-03 5.931202e-03 1.080165e-02 1.020785e-02
## PC325 -1.699592e-02 -1.553012e-02 -1.545282e-02 -1.820092e-02 -1.269528e-02
## PC326 -6.573921e-04 -2.467572e-03 5.304230e-03 8.274700e-04 -9.545030e-03
## PC327 1.749714e-02 1.285637e-02 1.799924e-02 8.764098e-03 1.257582e-02
## PC328 -2.403950e-02 -1.228202e-02 -2.762475e-02 3.112687e-03 5.087105e-03
## PC329 1.989239e-02 4.719118e-03 7.558837e-03 -1.044568e-02 7.793559e-03
## PC330 6.103528e-04 7.692855e-03 9.277086e-03 4.504945e-03 4.409501e-03
## PC331 -4.024855e-03 8.112343e-04 -9.855622e-03 2.768402e-03 1.208049e-03
## PC332 2.499829e-02 2.358443e-02 1.535479e-02 1.987203e-02 8.164315e-03
## PC333 -4.951908e-03 -1.146890e-03 -1.230917e-02 -2.029101e-03 3.739565e-03
## PC334 -4.099390e-03 -1.087785e-02 3.769766e-03 -1.035070e-02 -6.493501e-03
## PC335 1.926154e-03 7.351610e-03 8.316023e-03 1.380250e-02 1.353710e-02
## PC336 8.012582e-03 6.573227e-03 6.878673e-03 1.757864e-02 2.054209e-02
## PC337 2.035691e-03 2.762661e-04 -5.916175e-03 9.185101e-04 7.494766e-03
## PC338 2.093099e-04 8.204969e-03 2.718938e-03 7.046551e-03 2.308169e-03
## PC339 1.039408e-02 -9.538056e-04 6.416469e-03 2.831615e-04 -1.104652e-02
## PC340 -2.467592e-02 -1.774250e-02 -1.896080e-02 -1.157002e-02 -9.615686e-03
## PC341 -3.007046e-03 8.150043e-03 1.520867e-02 2.040794e-02 3.281249e-04
## PC342 6.674385e-03 4.096782e-03 -1.245826e-04 -9.322040e-04 7.869033e-03
## PC343 -6.265387e-03 -7.465085e-03 -9.548516e-03 1.096772e-02 -1.003767e-02
## PC344 2.130729e-02 1.477217e-02 1.301769e-02 8.794621e-03 1.255174e-02
## PC345 -1.352020e-02 -7.777401e-03 -1.285602e-02 -1.726273e-02 1.339725e-02
## PC346 -1.266303e-03 -8.220647e-03 -4.980439e-03 -1.525510e-02 1.781070e-04
## PC347 1.061180e-02 7.914725e-03 4.630233e-03 1.669090e-02 1.723299e-02
## PC348 -1.663371e-02 -1.020353e-02 -2.088358e-02 -1.786062e-03 -5.657961e-03
## PC349 -7.214054e-03 -1.713242e-03 -1.312056e-02 -3.754728e-04 -5.666966e-03
## PC350 -2.065419e-02 7.405923e-03 -2.847855e-02 -1.843077e-02 4.950190e-03
## PC351 1.293536e-02 8.052970e-03 -1.800764e-03 8.320751e-03 -4.880191e-03
## PC352 1.950730e-02 4.892693e-03 9.315289e-03 2.479736e-04 -1.419883e-02
## PC353 7.386354e-04 -1.088208e-02 -8.187184e-03 -2.817283e-04 -1.156368e-02
## PC354 1.492604e-02 1.602803e-02 2.271767e-02 1.364097e-02 7.402454e-03
## PC355 1.515482e-02 1.045255e-02 1.746289e-02 2.479606e-02 2.590491e-02
## PC356 1.212571e-02 1.610654e-02 1.487672e-02 2.762841e-02 1.190053e-02
## PC357 -6.592155e-03 -1.454035e-02 -8.815815e-04 -6.034076e-03 -1.307822e-02
## SEIL SHAW SKIA SLAP SPEN
## PC1 0.6323661510 0.6190732381 6.262997e-01 6.417129e-01 6.123480e-01
## PC2 0.4823268201 0.5562758470 5.431398e-01 4.406342e-01 5.455506e-01
## PC3 -0.1429176233 -0.0791335829 9.847258e-03 -1.373966e-01 -8.626390e-02
## PC4 0.1891743852 0.0242237561 3.595323e-02 2.419928e-01 5.381652e-02
## PC5 0.1832445019 0.1851881573 2.173051e-01 1.833454e-01 1.709075e-01
## PC6 0.0937646722 0.0310363556 1.119442e-01 1.163120e-01 3.959817e-02
## PC7 0.1323754563 0.2023873283 2.108642e-01 3.907457e-02 1.933785e-01
## PC8 -0.0193033560 -0.0561440735 -5.872964e-02 6.577975e-03 -6.583870e-02
## PC9 -0.0388911814 -0.0165634839 2.866699e-02 -7.156817e-02 -1.160269e-02
## PC10 0.1174795747 0.1128228403 9.400790e-02 8.551645e-02 1.319537e-01
## PC11 0.0745981273 0.0537811023 2.589683e-02 5.520819e-02 5.366102e-02
## PC12 0.0428455997 0.0601884386 6.294066e-02 4.509115e-02 4.950994e-02
## PC13 -0.0580408798 0.0168412350 2.493246e-03 -3.153979e-02 -1.538817e-02
## PC14 0.0199453764 -0.0148888076 1.449385e-02 3.350234e-02 -1.583822e-02
## PC15 -0.0015078168 0.0007770774 -2.508865e-02 1.313014e-02 2.138796e-03
## PC16 0.0198916339 0.0596866336 4.503043e-02 -3.612590e-03 4.530130e-02
## PC17 -0.0677092749 -0.0262652063 -1.738924e-02 -5.547483e-02 -2.818986e-02
## PC18 0.0051747497 0.0066328583 -1.399925e-03 7.184214e-03 6.926790e-03
## PC19 0.0166166532 -0.0032417232 -2.758544e-02 3.806861e-02 -4.919533e-04
## PC20 -0.0172254604 0.0131639370 -9.809199e-03 -3.579838e-02 -8.938533e-04
## PC21 -0.0067798515 -0.0104303962 -1.674143e-02 -5.514358e-03 -6.042920e-03
## PC22 0.0384325094 0.0627344871 3.157486e-02 3.638494e-04 6.848905e-02
## PC23 -0.0026012554 -0.0228441827 -2.033343e-02 2.853401e-03 -1.497608e-02
## PC24 0.0311689777 -0.0228991531 -3.074312e-02 5.989985e-02 -1.198425e-02
## PC25 0.0352986151 0.0038988593 4.165317e-03 5.439873e-02 1.313679e-02
## PC26 -0.0054275568 -0.0211598068 -1.112836e-03 3.024894e-03 -2.186415e-02
## PC27 0.0302787374 0.0222445174 1.110884e-02 3.940875e-02 2.933317e-02
## PC28 0.0037398246 0.0483958949 5.146416e-02 4.194035e-04 3.915701e-02
## PC29 0.0160857014 0.0539034927 7.222529e-02 2.050040e-02 4.869252e-02
## PC30 0.0240125025 0.0281887725 -6.910134e-05 2.503176e-02 2.433618e-02
## PC31 0.0100148634 0.0098384762 1.810488e-02 -1.558360e-02 8.378772e-03
## PC32 0.0092497649 -0.0013126191 1.304171e-02 -1.957727e-03 3.692160e-03
## PC33 -0.0142209324 0.0023437830 -3.751527e-03 -9.106428e-03 -8.628769e-03
## PC34 -0.0109035569 0.0073396341 3.457336e-03 -3.096728e-02 1.067545e-02
## PC35 -0.0093589010 -0.0292975503 -9.868555e-03 -9.230825e-03 -2.573756e-02
## PC36 0.0140867062 0.0178025157 2.411084e-02 4.139107e-03 1.749844e-02
## PC37 0.0216688679 0.0201966614 2.860436e-02 1.058895e-02 1.922146e-02
## PC38 0.0232525421 0.0188749518 4.354927e-02 -6.315382e-03 1.212672e-02
## PC39 0.0623888741 0.0293982666 2.809302e-02 5.798021e-02 4.040510e-02
## PC40 0.0131198203 -0.0132768527 -4.233816e-03 2.656971e-02 -4.493891e-03
## PC41 -0.0081580196 0.0250273630 1.726065e-02 -1.434645e-02 7.846788e-03
## PC42 -0.0020131293 0.0072077213 -1.736954e-03 -7.286739e-04 -2.580784e-04
## PC43 -0.0337577686 -0.0245180251 -2.988740e-02 -1.556475e-02 -2.178061e-02
## PC44 -0.0730016412 -0.0757262910 -4.963379e-02 -5.449933e-02 -7.873003e-02
## PC45 0.0252426490 0.0500148428 3.761133e-02 2.982672e-02 4.493310e-02
## PC46 -0.0047675852 -0.0064183144 1.643940e-02 1.233445e-03 -1.104810e-02
## PC47 0.0314858001 0.0069189830 -9.625471e-03 1.667279e-02 1.168458e-02
## PC48 0.0137210457 -0.0200642949 -1.532510e-02 -3.703287e-02 -2.709201e-02
## PC49 -0.0186106617 -0.0382082842 -3.919799e-02 -1.746373e-02 -3.720142e-02
## PC50 0.0074010165 0.0229798428 4.601443e-02 1.061952e-02 2.406253e-02
## PC51 0.0348006552 -0.0013305471 -2.752454e-03 3.202647e-02 -1.719889e-03
## PC52 -0.0097401390 -0.0313463529 -1.335094e-02 1.501637e-02 -3.661732e-02
## PC53 0.0423035954 0.0109584534 7.955493e-04 4.022842e-02 1.825032e-02
## PC54 -0.0303742826 -0.0334100687 -4.067917e-02 -1.444163e-02 -3.593359e-02
## PC55 -0.0370416973 -0.0240621792 1.167740e-02 -3.517247e-02 -2.705220e-02
## PC56 -0.0047699418 -0.0145965732 -1.716451e-02 -1.446431e-02 -1.850137e-02
## PC57 0.0288918275 0.0125071904 4.676855e-03 1.881277e-02 1.638067e-02
## PC58 -0.0198173185 -0.0144252229 -9.578765e-03 -1.978461e-02 -1.279475e-02
## PC59 0.0063196213 0.0071005146 1.711023e-02 3.267574e-05 4.833762e-03
## PC60 0.0357987301 0.0416485263 5.654099e-02 2.027648e-02 4.054617e-02
## PC61 -0.0240800167 -0.0174775152 -6.888943e-04 -1.861848e-02 -1.579838e-02
## PC62 -0.0094009333 0.0049991458 7.176994e-03 -3.504437e-02 1.685518e-02
## PC63 -0.0071155802 0.0200671589 1.570719e-03 -1.926203e-02 1.902173e-02
## PC64 -0.0158024128 -0.0268555325 -3.971414e-02 7.281173e-03 -1.858539e-02
## PC65 0.0022204402 -0.0099822769 -1.021025e-02 -9.652374e-03 -1.778161e-02
## PC66 -0.0040865375 0.0090201807 1.495061e-02 -1.835996e-02 8.607894e-03
## PC67 0.0289287564 0.0055878087 1.577430e-02 2.129389e-02 9.862271e-03
## PC68 -0.0115269637 -0.0036429880 4.117190e-03 -1.114795e-02 2.488235e-03
## PC69 -0.0138573568 0.0071202725 9.649717e-03 -2.393245e-02 5.772034e-04
## PC70 -0.0131381973 -0.0077365819 -2.339646e-02 -2.986344e-03 -2.990026e-03
## PC71 -0.0124809195 -0.0061392531 1.535664e-02 2.545715e-03 -9.448769e-03
## PC72 0.0176405304 0.0239889058 2.638582e-02 2.228668e-02 1.977931e-02
## PC73 -0.0008364315 -0.0136035147 -7.250677e-03 2.017818e-02 -1.478862e-02
## PC74 -0.0285519808 -0.0115148729 -1.220159e-02 -2.132380e-02 -1.484404e-02
## PC75 -0.0266216358 -0.0350125298 -1.976667e-02 -1.539206e-02 -3.254049e-02
## PC76 0.0086054372 0.0052825748 4.603391e-03 1.189162e-02 2.970451e-03
## PC77 0.0007181528 0.0101167717 1.911419e-02 1.144354e-02 5.933517e-04
## PC78 0.0009256026 0.0117472153 5.063613e-03 2.398141e-02 1.524677e-02
## PC79 -0.0025737478 -0.0042899045 -1.085416e-02 4.032396e-04 -1.156469e-02
## PC80 -0.0061196063 -0.0126578727 -2.645257e-02 9.242313e-03 -1.244773e-02
## PC81 0.0258466390 -0.0085275487 1.262434e-02 1.158873e-02 -1.005685e-03
## PC82 0.0106972793 0.0200808770 1.126043e-02 2.607240e-02 1.816297e-02
## PC83 0.0097816559 0.0101915071 1.143738e-02 -4.210175e-03 1.899681e-02
## PC84 0.0058636674 0.0066863631 5.981741e-03 -1.226706e-02 9.840160e-03
## PC85 0.0026325319 -0.0011870736 1.968332e-02 3.357500e-03 -7.298152e-03
## PC86 -0.0355438080 -0.0206590799 -1.092814e-02 -3.160129e-02 -1.745928e-02
## PC87 -0.0268557862 -0.0408966317 -3.473964e-02 -2.508057e-02 -3.531362e-02
## PC88 -0.0451328547 -0.0269755197 -5.188784e-03 -2.802366e-02 -2.843915e-02
## PC89 -0.0132096046 -0.0060272732 -1.193752e-02 -2.641240e-02 -6.190090e-04
## PC90 -0.0152087111 -0.0099840151 -2.527257e-02 -1.735988e-02 -1.438381e-02
## PC91 -0.0268454010 -0.0030375937 -2.080451e-02 -1.247980e-02 -2.418581e-03
## PC92 -0.0142178228 -0.0026265051 7.157117e-03 -2.968748e-02 -2.708733e-03
## PC93 0.0026991904 0.0246084319 1.995827e-02 -4.398739e-03 1.964669e-02
## PC94 -0.0127225715 -0.0052847822 -4.978673e-03 -1.979391e-02 -1.187272e-02
## PC95 0.0130335044 -0.0080066366 5.931545e-03 1.020455e-02 -1.089370e-02
## PC96 0.0086137898 0.0256697268 1.387944e-02 6.987785e-03 2.305750e-02
## PC97 0.0038065431 0.0125004229 3.577387e-03 1.078710e-02 9.990093e-03
## PC98 0.0065480773 -0.0051126110 8.339851e-03 5.956425e-04 5.144327e-03
## PC99 -0.0182063806 -0.0050970375 1.064251e-02 -1.049861e-02 -4.923162e-03
## PC100 0.0202561946 0.0050654083 -5.428082e-03 1.417040e-02 1.251752e-02
## PC101 0.0098970976 0.0154241642 2.690262e-02 2.113101e-02 7.087037e-03
## PC102 0.0204679963 0.0258741665 2.638995e-02 3.874127e-03 2.726442e-02
## PC103 0.0229955789 0.0270772243 2.428929e-02 2.890804e-02 2.894564e-02
## PC104 0.0108912873 0.0091812998 7.961670e-03 1.128853e-02 1.049037e-02
## PC105 -0.0081274487 0.0135665820 1.861874e-02 -1.139288e-02 1.077522e-02
## PC106 0.0345398977 0.0212281819 6.669920e-03 1.408487e-02 2.826457e-02
## PC107 -0.0246599119 -0.0167684120 -1.584155e-02 -1.077359e-02 -1.199204e-02
## PC108 -0.0109906550 -0.0314197610 -3.067514e-02 -9.110571e-03 -2.177308e-02
## PC109 -0.0139267731 -0.0089444368 -9.077859e-03 -3.883701e-02 -6.698360e-03
## PC110 0.0016302930 -0.0136662065 -1.871586e-02 2.005909e-02 -1.319655e-02
## PC111 0.0048236319 0.0051739701 1.023575e-02 -6.278501e-04 1.327686e-02
## PC112 -0.0132650284 -0.0032494693 -6.104486e-03 -2.186578e-02 -1.344685e-02
## PC113 -0.0074486273 -0.0138013823 -2.234909e-02 7.492446e-04 -1.241744e-02
## PC114 0.0202138651 0.0298304350 3.093131e-02 1.397440e-02 2.564099e-02
## PC115 0.0238284797 0.0233652199 2.050593e-02 3.522384e-02 2.247768e-02
## PC116 -0.0118536376 -0.0009142401 -6.916983e-03 -7.355054e-03 -3.768402e-03
## PC117 -0.0224111082 -0.0001766119 1.713168e-02 -2.297098e-02 -3.441687e-03
## PC118 0.0052177870 0.0038124183 1.031883e-02 5.316295e-03 -1.823094e-04
## PC119 0.0045692466 -0.0097322125 -1.769897e-02 5.789186e-03 -1.166664e-02
## PC120 -0.0083505492 0.0140603821 2.163579e-03 -2.042899e-02 1.063869e-02
## PC121 -0.0058555662 -0.0043025018 -4.852200e-03 9.513105e-03 -5.783494e-03
## PC122 0.0137119788 0.0022414105 5.511069e-03 2.532886e-02 7.253600e-03
## PC123 0.0049873862 0.0112335241 1.296212e-02 5.519201e-03 8.954853e-03
## PC124 -0.0210838765 0.0058985005 1.281263e-02 -3.512326e-02 1.675938e-03
## PC125 -0.0187726318 0.0120139184 9.305910e-03 -1.538443e-02 6.248119e-03
## PC126 -0.0070666457 0.0039462085 3.144541e-03 1.190769e-02 -5.649527e-03
## PC127 -0.0006996835 0.0062036205 -5.881020e-03 1.627742e-02 1.465944e-03
## PC128 -0.0098406937 0.0066407443 -4.326392e-03 5.652962e-03 8.737724e-03
## PC129 0.0176414992 0.0165376503 1.686528e-02 1.227949e-02 1.472127e-02
## PC130 -0.0080015311 -0.0009991559 1.982599e-02 -8.789673e-03 -3.420041e-03
## PC131 -0.0131891895 -0.0102938831 -9.421343e-03 1.256656e-02 -8.493090e-03
## PC132 -0.0107320919 -0.0275659420 -2.603278e-02 7.344215e-03 -1.986916e-02
## PC133 0.0236724083 0.0027205832 6.590047e-03 1.465182e-02 3.683307e-03
## PC134 -0.0238818688 -0.0352325046 -3.995466e-02 -1.840061e-02 -3.753497e-02
## PC135 -0.0176334215 -0.0301410788 -4.205404e-02 -2.424327e-02 -2.888906e-02
## PC136 0.0091291500 0.0157271863 1.407692e-02 8.823599e-03 7.592155e-03
## PC137 0.0169295845 0.0196664682 2.051615e-02 1.256023e-03 2.480051e-02
## PC138 0.0187265234 0.0058943191 6.672468e-03 6.954619e-03 7.228691e-03
## PC139 0.0004236553 0.0043236669 9.119591e-03 -1.072787e-02 2.421133e-03
## PC140 0.0145800879 0.0150007744 1.687523e-02 3.067608e-03 1.193000e-02
## PC141 -0.0076235435 0.0167710617 2.231747e-02 2.264768e-03 2.098509e-02
## PC142 -0.0111163642 0.0094472941 -3.781124e-04 -2.575391e-02 7.294441e-03
## PC143 0.0424084427 0.0499814081 3.943976e-02 2.712700e-02 4.692103e-02
## PC144 -0.0187456417 -0.0079406738 -6.275800e-03 -1.381997e-02 -7.843284e-03
## PC145 -0.0188767320 -0.0056241049 -5.824134e-03 -1.099434e-02 -5.983992e-03
## PC146 -0.0292362109 -0.0254031922 -1.536382e-02 -1.712242e-03 -2.487584e-02
## PC147 -0.0047574318 -0.0065758964 -2.552871e-02 2.725991e-03 -4.759499e-03
## PC148 0.0083371205 0.0057327289 1.822016e-02 1.172313e-02 9.241673e-03
## PC149 0.0144555527 -0.0089105027 -8.597490e-03 9.254259e-03 -1.038394e-02
## PC150 -0.0235800085 -0.0185074240 -1.677747e-02 -3.156350e-02 -1.880681e-02
## PC151 0.0196332509 0.0039325413 -6.244056e-03 8.777881e-03 7.710269e-03
## PC152 -0.0120690591 0.0017169789 -2.628239e-03 -8.011447e-03 9.097030e-03
## PC153 -0.0043443693 -0.0176929667 -6.113179e-03 -6.085208e-04 -1.520345e-02
## PC154 0.0089045171 0.0057211883 2.760595e-03 4.704841e-03 7.818910e-03
## PC155 -0.0277925519 0.0061750552 6.322012e-04 -8.698533e-03 3.871100e-04
## PC156 0.0333259389 0.0261356661 3.102157e-02 3.084022e-02 1.683030e-02
## PC157 0.0063322692 0.0017917919 -2.040411e-03 4.537727e-03 1.405206e-02
## PC158 -0.0167299494 -0.0095463956 -1.513322e-02 -1.357100e-02 -1.472859e-02
## PC159 0.0169094185 0.0031975645 2.176706e-03 2.447364e-02 3.933699e-03
## PC160 -0.0268375752 -0.0246785292 -2.351042e-02 -2.547999e-02 -2.719944e-02
## PC161 -0.0198555261 -0.0071712279 -2.344076e-03 -8.737103e-04 -1.042291e-02
## PC162 0.0055664252 0.0027470737 6.087364e-04 -1.875102e-02 -8.168974e-03
## PC163 -0.0166058844 -0.0130438140 -1.418807e-02 1.322303e-03 -1.649040e-02
## PC164 0.0067707439 0.0101589708 9.367807e-03 7.292353e-03 1.138266e-02
## PC165 -0.0029856924 0.0082689445 5.067452e-03 -1.393810e-03 5.503377e-03
## PC166 0.0041676206 0.0165474120 1.613952e-02 -6.702540e-03 1.172120e-02
## PC167 0.0075308418 0.0203565276 2.335600e-02 1.126475e-02 2.924711e-02
## PC168 -0.0158009507 -0.0116215838 -2.000842e-02 -7.313986e-03 -1.278716e-02
## PC169 0.0143187917 0.0065406815 1.452508e-02 -1.114902e-02 2.237141e-03
## PC170 -0.0103914904 -0.0104147189 -1.623852e-02 -2.410969e-03 -1.336856e-02
## PC171 0.0092979711 0.0121199959 8.792353e-03 1.266246e-02 7.758726e-03
## PC172 0.0044714077 0.0086748384 9.507146e-03 6.086926e-03 7.745301e-03
## PC173 0.0221662996 0.0143986190 1.020932e-02 2.150000e-02 8.844713e-03
## PC174 0.0355360238 0.0161455329 2.335647e-02 2.930481e-02 1.476529e-02
## PC175 0.0036625591 0.0137383767 2.105894e-02 9.150893e-03 5.638327e-03
## PC176 0.0395638084 0.0509456819 4.546968e-02 3.154458e-02 4.937097e-02
## PC177 -0.0251256738 -0.0232077109 -3.181520e-02 -2.451821e-02 -2.618722e-02
## PC178 0.0070009162 -0.0006669192 2.400894e-03 2.670361e-03 -6.262475e-04
## PC179 -0.0052056420 -0.0030464033 -9.330478e-03 1.946471e-04 -6.942242e-03
## PC180 0.0031192664 -0.0054249106 -1.404149e-02 2.627931e-02 -9.731483e-03
## PC181 0.0185837309 -0.0096905658 1.103848e-02 1.670526e-02 -6.095095e-03
## PC182 -0.0119814265 -0.0061738757 -1.214249e-03 -1.103474e-02 -1.115104e-02
## PC183 -0.0107052880 -0.0237002828 -2.438914e-02 -1.244326e-02 -1.001471e-02
## PC184 0.0029969095 -0.0031596454 -1.328418e-03 -1.903043e-03 -8.217931e-04
## PC185 0.0073609210 -0.0060886852 6.862619e-03 1.395549e-02 -1.121587e-03
## PC186 0.0027611360 0.0138551743 1.039190e-02 1.310622e-02 1.021743e-02
## PC187 -0.0012184056 0.0017998740 6.021339e-03 6.751996e-03 -5.260958e-03
## PC188 0.0024185454 -0.0011876889 -2.499420e-04 -3.891517e-03 -1.834773e-03
## PC189 0.0048936574 0.0148943671 1.355508e-02 4.142658e-04 1.838329e-02
## PC190 0.0034425010 0.0035754515 4.855313e-03 7.140317e-03 2.512868e-03
## PC191 -0.0087706758 -0.0245193712 -2.213553e-02 -2.669330e-03 -2.397223e-02
## PC192 0.0248737685 0.0237541609 2.183431e-02 4.508458e-02 2.471445e-02
## PC193 -0.0009991318 0.0133804878 4.953343e-03 -1.316558e-03 8.683395e-03
## PC194 0.0087483545 -0.0042875701 -5.670621e-03 1.441048e-02 1.072161e-03
## PC195 0.0068882623 0.0088223221 4.660097e-03 3.079301e-03 8.107173e-04
## PC196 -0.0388123257 -0.0270318963 -2.466810e-02 -1.720185e-02 -2.129646e-02
## PC197 0.0349265238 0.0124425418 3.617746e-03 3.219677e-02 1.442379e-02
## PC198 0.0130641768 0.0109573083 3.204151e-03 1.692538e-02 5.279244e-03
## PC199 0.0179607516 0.0068968041 7.251415e-03 1.577739e-02 3.364986e-03
## PC200 -0.0038360678 0.0027561936 8.927388e-03 -9.925115e-04 3.205207e-03
## PC201 -0.0186823859 -0.0049785554 -1.751543e-02 -2.369413e-02 -4.764928e-03
## PC202 0.0041218408 0.0113875860 1.873203e-02 -1.336103e-02 1.351312e-02
## PC203 -0.0196253229 -0.0126200772 -1.356103e-02 -1.410613e-02 -1.330938e-02
## PC204 0.0065607434 0.0161462214 4.648050e-03 1.387891e-03 1.180161e-02
## PC205 -0.0375391657 -0.0272880139 -1.268331e-02 -3.695367e-02 -3.541083e-02
## PC206 0.0059602039 -0.0076527383 -4.135597e-03 -1.333460e-03 -6.437643e-03
## PC207 -0.0014575835 -0.0038678539 -2.998950e-03 -8.193321e-03 -3.149969e-03
## PC208 0.0153312666 0.0188920167 2.015406e-02 2.433863e-02 1.623598e-02
## PC209 0.0202951413 0.0078149042 1.097598e-03 1.789332e-02 4.079270e-03
## PC210 0.0124290781 0.0128397233 8.671789e-03 -3.784649e-03 7.175842e-03
## PC211 0.0246945696 0.0137877590 7.529531e-03 2.220559e-02 1.904838e-02
## PC212 0.0061655324 0.0261780411 3.011286e-02 4.712255e-03 2.262454e-02
## PC213 0.0162526115 0.0130646837 1.114867e-02 1.282752e-02 1.334332e-02
## PC214 -0.0151739657 -0.0172663944 -1.144866e-02 -1.048853e-03 -2.063262e-02
## PC215 -0.0096588911 -0.0164021715 -1.571933e-02 -1.871996e-02 -9.083821e-03
## PC216 -0.0039109779 -0.0089483578 -4.309770e-03 1.047283e-02 -4.306116e-03
## PC217 0.0023478016 0.0061866842 5.633501e-03 -1.755276e-03 1.114442e-02
## PC218 -0.0022219778 -0.0088499957 -6.403031e-03 -1.644623e-02 -4.711954e-03
## PC219 -0.0129739525 -0.0013620699 -1.824093e-02 -5.173002e-03 -4.776857e-03
## PC220 0.0170918646 0.0224826856 2.802408e-02 4.759934e-03 1.996972e-02
## PC221 -0.0062766643 0.0113865392 5.464823e-03 -1.660451e-03 1.358460e-02
## PC222 -0.0200641066 -0.0126591034 -9.597048e-03 -1.281717e-02 -1.446171e-02
## PC223 -0.0046029221 -0.0134483372 -1.746798e-02 -2.481343e-03 -8.367522e-03
## PC224 0.0104540057 0.0060738354 -1.209344e-02 1.261435e-02 8.531634e-03
## PC225 -0.0139174640 -0.0059303376 3.133713e-03 -5.655287e-03 -3.902965e-03
## PC226 0.0113120637 0.0033696510 1.249090e-02 1.360730e-02 -2.678948e-03
## PC227 0.0142840011 -0.0015998152 -9.263636e-03 1.400444e-02 -1.553233e-05
## PC228 -0.0197253278 -0.0184799906 -1.777418e-02 -1.417796e-02 -2.034055e-02
## PC229 0.0073576585 0.0112195028 4.706527e-03 1.228802e-02 1.279543e-02
## PC230 -0.0242792448 -0.0088634506 -9.203230e-03 -1.325702e-02 -1.676522e-02
## PC231 0.0244023242 0.0208377252 1.215862e-02 8.132437e-03 2.011773e-02
## PC232 -0.0004290186 0.0086172288 -4.960638e-04 -4.726436e-03 5.544095e-03
## PC233 0.0260984068 0.0127459075 1.447742e-02 1.597006e-02 1.642964e-02
## PC234 -0.0069561839 -0.0247725844 -2.264639e-02 -4.663191e-03 -2.261774e-02
## PC235 -0.0031367338 -0.0041023983 -1.207022e-02 -7.141325e-03 -1.407904e-02
## PC236 0.0078800828 0.0146956030 5.133654e-03 1.197680e-02 1.844906e-02
## PC237 -0.0072134266 -0.0052191471 -2.164986e-03 3.496001e-03 -2.833179e-03
## PC238 0.0159405212 0.0029348461 1.313954e-02 1.807107e-02 9.902170e-03
## PC239 -0.0193785460 -0.0142348838 1.479249e-03 -1.389488e-02 -6.562003e-03
## PC240 -0.0015883288 0.0097700689 9.857136e-03 -8.604778e-03 2.742035e-03
## PC241 -0.0102676776 -0.0051038159 -1.080198e-02 -1.306611e-02 -9.906475e-03
## PC242 0.0016475776 -0.0056841896 1.855224e-03 1.280241e-02 -3.621558e-03
## PC243 -0.0248487423 -0.0185175665 -2.807692e-02 -1.358880e-02 -2.250062e-02
## PC244 -0.0145711163 -0.0191025147 -1.437735e-02 1.274172e-02 -1.967125e-02
## PC245 -0.0134593476 0.0014270437 -1.328944e-03 2.806910e-03 -7.174159e-03
## PC246 0.0027080964 0.0139845507 8.036752e-03 4.140757e-03 1.147800e-02
## PC247 0.0119696417 -0.0013188460 -5.819653e-03 -4.555012e-03 -4.829315e-03
## PC248 0.0151911186 0.0040710498 1.418921e-02 1.179649e-02 7.066208e-03
## PC249 -0.0031311250 -0.0023282920 2.815330e-03 1.552567e-03 -9.150060e-03
## PC250 0.0049916436 0.0144485528 1.033381e-02 7.266188e-03 9.034811e-03
## PC251 -0.0153963050 -0.0133447781 -2.045052e-02 -2.184958e-02 -1.492680e-02
## PC252 -0.0077801561 -0.0121438459 -6.098098e-03 -6.295978e-03 -4.317117e-03
## PC253 0.0162260547 0.0075041077 8.096269e-03 1.142624e-02 1.401887e-02
## PC254 0.0102033309 0.0072527903 4.472769e-03 -1.349438e-03 2.320713e-03
## PC255 0.0016367063 0.0097429467 1.072155e-02 5.399138e-03 1.078923e-02
## PC256 -0.0188021371 -0.0141899679 -1.586334e-02 -4.662244e-03 -1.820738e-02
## PC257 0.0040073708 -0.0155260506 -1.389645e-02 2.948279e-03 -7.614911e-03
## PC258 -0.0055873964 -0.0122954284 8.770957e-04 -2.098610e-02 -1.432138e-02
## PC259 -0.0023005852 -0.0021518957 -9.831155e-03 -1.148240e-02 -2.996890e-03
## PC260 0.0028236754 0.0094816184 3.205339e-03 -9.090808e-04 8.953038e-03
## PC261 -0.0196675510 -0.0044456790 2.261244e-03 -2.586090e-02 -7.538500e-03
## PC262 0.0203066746 0.0055523448 6.011263e-03 2.335746e-02 7.598117e-03
## PC263 0.0086675560 0.0018558782 9.014395e-03 -5.257251e-03 2.321049e-03
## PC264 -0.0112905308 -0.0048195594 -1.510519e-02 -2.349442e-02 -7.812935e-03
## PC265 0.0048495714 0.0079764400 6.760855e-03 4.985645e-03 8.034664e-03
## PC266 -0.0218620071 0.0017833667 -1.252571e-03 -1.388801e-02 1.636551e-03
## PC267 0.0004374159 0.0031288696 -1.197072e-03 -1.691807e-03 -4.990206e-05
## PC268 0.0117984641 -0.0114685579 -1.253306e-02 1.337799e-02 -6.775248e-03
## PC269 -0.0132789382 -0.0044885272 1.163796e-02 -1.109530e-02 2.382597e-03
## PC270 -0.0097714220 -0.0195240657 -1.949554e-02 -3.603035e-03 -1.421744e-02
## PC271 -0.0114873964 -0.0028639762 -9.499475e-05 -1.878592e-02 -4.151813e-03
## PC272 0.0060804291 -0.0079547711 -2.371527e-03 -5.870596e-03 -4.393334e-03
## PC273 -0.0075525238 0.0083114616 6.577082e-03 -2.862455e-03 5.596048e-03
## PC274 0.0099478307 0.0016861116 -1.870318e-03 -4.331592e-03 1.617344e-03
## PC275 0.0118230713 0.0105169125 1.416955e-02 1.661733e-02 1.658786e-02
## PC276 0.0043155346 0.0049450114 3.636177e-04 5.927674e-03 8.540430e-05
## PC277 0.0074897867 0.0009406827 -9.463550e-03 4.000687e-03 3.182691e-03
## PC278 -0.0157342661 -0.0143444088 -1.498402e-02 -2.045199e-02 -1.810237e-02
## PC279 -0.0156021193 -0.0102603025 -1.728987e-03 -7.178092e-03 -1.446984e-02
## PC280 -0.0051572998 -0.0059467299 -1.391192e-03 9.128763e-04 -5.890471e-03
## PC281 -0.0133651810 -0.0130295214 -1.829765e-02 -1.497587e-02 -1.073544e-02
## PC282 -0.0199722783 0.0022671168 2.811287e-03 -1.333748e-02 -4.853159e-03
## PC283 -0.0178940920 -0.0277636858 -9.642019e-03 3.435721e-03 -3.338986e-02
## PC284 0.0083141243 0.0040453378 1.004353e-02 3.139709e-05 3.734392e-03
## PC285 -0.0030821409 -0.0124034941 -1.552387e-02 1.191377e-02 -6.710839e-03
## PC286 -0.0050209415 0.0058726639 -2.521811e-03 1.319623e-04 4.970520e-03
## PC287 -0.0114130479 -0.0170271276 -1.484132e-02 -1.417832e-02 -1.679923e-02
## PC288 -0.0051581710 -0.0119799969 -8.762741e-03 -1.345045e-02 -1.465439e-02
## PC289 0.0021119966 -0.0018803565 4.495309e-03 3.565882e-03 8.996206e-04
## PC290 -0.0032271560 -0.0096463351 -4.731835e-03 2.717566e-03 -9.558593e-03
## PC291 0.0135496224 -0.0023784197 2.896749e-03 1.758180e-02 -2.173328e-03
## PC292 -0.0080664097 -0.0213049835 -1.072335e-02 -1.175448e-02 -2.534152e-02
## PC293 0.0099384790 0.0023617929 5.795855e-05 6.159180e-03 6.548618e-03
## PC294 0.0103776713 0.0004236575 -5.344524e-04 -3.970256e-04 7.756372e-04
## PC295 0.0040284423 0.0031075762 6.637788e-03 -5.145086e-03 3.079640e-03
## PC296 0.0186995326 0.0279195049 2.793734e-02 2.042335e-02 2.554926e-02
## PC297 0.0292425014 0.0128594841 9.596221e-03 3.941052e-02 1.472652e-02
## PC298 -0.0160977598 -0.0181453127 -4.492743e-04 -2.014564e-02 -1.716617e-02
## PC299 -0.0010444938 -0.0116020469 -2.262498e-03 -3.498891e-03 -5.847858e-03
## PC300 -0.0184318588 -0.0024072137 -3.802757e-03 -8.147869e-03 -2.710912e-03
## PC301 0.0134104138 0.0066327804 4.263403e-03 1.928383e-03 6.667340e-03
## PC302 -0.0145852865 -0.0104659813 -1.074641e-02 -1.086655e-02 -1.213933e-02
## PC303 -0.0158580130 -0.0145250870 -1.752211e-02 -7.888332e-03 -7.661148e-03
## PC304 -0.0096110696 -0.0123897533 -5.610243e-03 4.546870e-03 -1.056117e-02
## PC305 -0.0063223626 -0.0108472699 -5.178729e-03 4.011955e-03 -7.411490e-03
## PC306 -0.0071878545 0.0056883021 3.898185e-03 -1.707042e-02 8.735675e-03
## PC307 -0.0002657123 -0.0075629375 -5.157037e-03 1.353447e-02 -1.150866e-02
## PC308 0.0236619445 0.0222460144 2.206087e-02 1.291777e-02 2.808360e-02
## PC309 0.0045549921 -0.0056364014 -2.120655e-03 -7.697796e-03 1.315957e-03
## PC310 -0.0146716931 -0.0225651192 -2.718662e-02 -1.295134e-02 -2.412642e-02
## PC311 -0.0273277250 -0.0042503403 -9.439554e-04 -2.603605e-02 -8.225753e-03
## PC312 -0.0057721419 0.0118483388 7.007317e-03 -1.375610e-03 7.528616e-03
## PC313 -0.0001680502 -0.0058569662 -7.079157e-03 -8.504436e-03 -1.076125e-03
## PC314 -0.0073374899 -0.0053373998 -8.632303e-03 3.316095e-03 -6.600206e-03
## PC315 -0.0040547652 -0.0132788472 -5.280508e-03 7.251938e-03 -1.293358e-02
## PC316 -0.0233993460 -0.0185006313 -2.536576e-02 -1.226878e-02 -1.336809e-02
## PC317 -0.0070145480 0.0059221781 -1.052301e-02 1.135866e-03 9.796010e-03
## PC318 -0.0143351974 -0.0081373505 -6.543372e-03 -9.997834e-03 -9.322630e-03
## PC319 0.0148818105 0.0323918885 2.264281e-02 1.351983e-02 2.650137e-02
## PC320 -0.0142517515 -0.0139210951 -7.337688e-04 -1.498271e-02 -1.376012e-02
## PC321 -0.0200323143 -0.0207295247 -1.421087e-02 -1.437002e-02 -1.890665e-02
## PC322 0.0133366715 0.0102368228 8.982949e-03 8.016052e-03 1.309583e-02
## PC323 0.0318949773 0.0417125159 2.840306e-02 2.254413e-02 4.044684e-02
## PC324 0.0036200328 0.0096345420 1.595926e-02 -1.538621e-02 5.700704e-03
## PC325 -0.0134908057 -0.0144003085 -6.949510e-03 -1.217924e-02 -2.267108e-02
## PC326 0.0020082989 -0.0042543735 -6.846962e-03 -1.434952e-03 -8.861707e-03
## PC327 0.0149521251 0.0116608569 4.292687e-03 2.254587e-02 8.375531e-03
## PC328 -0.0311404035 -0.0035931914 6.521110e-03 -1.805049e-02 -9.809889e-03
## PC329 0.0155084551 0.0007263987 -1.416856e-03 4.729820e-03 4.975444e-03
## PC330 0.0066182870 0.0048636802 2.701469e-03 2.582699e-03 4.457075e-03
## PC331 -0.0074607244 0.0023421852 9.740097e-03 -1.055794e-02 4.238694e-05
## PC332 0.0287783297 0.0165351871 1.626258e-02 2.555135e-02 2.240946e-02
## PC333 -0.0075013902 -0.0030817241 -3.440502e-03 2.742434e-03 -4.894473e-03
## PC334 0.0021390096 -0.0130644747 -1.253211e-02 -7.988151e-03 -1.171118e-02
## PC335 0.0138431634 0.0186689365 1.214465e-02 1.201517e-02 1.275534e-02
## PC336 0.0015959748 0.0173661618 9.551489e-03 9.907511e-04 1.337449e-02
## PC337 -0.0042276699 0.0061091564 1.746107e-03 -6.373058e-03 2.739976e-03
## PC338 0.0093443325 0.0010090002 1.067155e-02 1.901693e-02 -1.347921e-03
## PC339 0.0136696675 -0.0044555642 -4.502537e-03 6.814800e-03 -2.437039e-03
## PC340 -0.0277564998 -0.0118422440 -1.252218e-02 -1.923605e-02 -1.576054e-02
## PC341 -0.0051594897 0.0066711393 -5.187141e-04 -1.484351e-02 3.900572e-03
## PC342 0.0011491898 0.0057619258 -4.633041e-03 1.156043e-02 1.162706e-02
## PC343 -0.0098432387 -0.0077818193 -1.423165e-02 -1.397153e-02 -1.198515e-02
## PC344 0.0141009514 0.0057155217 1.259396e-02 1.142066e-02 9.726198e-03
## PC345 -0.0199485940 -0.0072546484 -6.187667e-03 -6.087392e-03 -3.119187e-03
## PC346 -0.0058448497 -0.0091783462 -1.133505e-03 -8.877783e-04 -7.029570e-03
## PC347 0.0123288537 0.0145639452 1.498039e-02 1.747615e-02 1.550777e-02
## PC348 -0.0070786110 -0.0101713715 -8.876341e-03 -1.350300e-02 -1.331110e-02
## PC349 -0.0032529293 -0.0052475275 -1.124617e-04 -3.714558e-03 -4.512812e-03
## PC350 -0.0152019633 0.0019554800 7.133280e-03 -3.428907e-02 4.509912e-03
## PC351 0.0129832489 0.0080916334 -1.687480e-03 8.380497e-03 1.315355e-02
## PC352 0.0161215003 0.0003071364 -1.604203e-03 7.824466e-03 4.203353e-03
## PC353 0.0062571855 -0.0151091225 -1.368768e-02 1.431091e-02 -8.973917e-03
## PC354 0.0196245723 -0.0005635322 3.737019e-03 2.632323e-02 9.513849e-04
## PC355 0.0094804166 0.0204149195 1.441945e-02 8.547843e-03 1.717085e-02
## PC356 0.0136668699 0.0127755254 1.806482e-02 4.212083e-03 1.450778e-02
## PC357 -0.0089831060 -0.0021121928 -1.335283e-02 -2.064183e-02 -4.933410e-03
## STIG STIL STUA SULP TAHL
## PC1 6.140390e-01 6.330418e-01 6.150874e-01 0.6166709713 6.272411e-01
## PC2 5.493431e-01 5.361916e-01 5.596476e-01 0.5523516092 5.341760e-01
## PC3 -5.679221e-03 -5.175057e-02 -3.789038e-02 -0.1047937026 3.656226e-02
## PC4 -8.741016e-02 7.534747e-02 -4.936513e-02 -0.0021164895 -6.596423e-02
## PC5 2.207639e-01 2.002077e-01 1.987611e-01 0.1751956383 2.372864e-01
## PC6 3.135980e-02 8.589829e-02 -1.155968e-02 -0.0452088016 8.513157e-02
## PC7 1.592196e-01 2.056480e-01 1.860299e-01 0.1925011987 1.655393e-01
## PC8 -2.239577e-02 -6.129815e-02 -3.111568e-02 -0.0453715218 -5.195718e-02
## PC9 2.762893e-02 -6.360661e-03 -9.573807e-03 -0.0195190119 6.125587e-02
## PC10 8.813202e-02 1.132269e-01 1.071809e-01 0.1240323383 7.216657e-02
## PC11 3.041293e-02 4.940584e-02 2.415859e-02 0.0244062427 1.698201e-02
## PC12 8.127968e-02 5.025971e-02 8.360709e-02 0.0589589730 8.175497e-02
## PC13 5.243647e-02 -1.355985e-02 5.128867e-02 0.0397905528 3.533108e-02
## PC14 -4.401808e-02 1.530182e-02 -3.000529e-02 -0.0307448178 -2.890594e-02
## PC15 -1.448453e-02 -1.327385e-02 -6.108514e-03 0.0010334431 -2.307783e-02
## PC16 6.834873e-02 4.417490e-02 7.129797e-02 0.0577953084 5.290520e-02
## PC17 -2.785188e-03 -3.229801e-02 -4.981444e-03 -0.0102320630 -8.965833e-03
## PC18 3.737155e-03 8.195807e-03 1.173561e-02 0.0210691104 -1.588173e-02
## PC19 1.764757e-02 -1.628829e-02 8.629241e-03 0.0012323832 3.118078e-04
## PC20 -7.850788e-03 -5.723711e-03 7.606330e-03 0.0210215503 -1.274467e-02
## PC21 8.416589e-04 -1.657257e-02 -2.848913e-03 0.0025457661 -2.692126e-03
## PC22 9.822932e-03 5.385609e-02 3.737648e-02 0.0689828654 7.787542e-03
## PC23 -1.952434e-02 -3.023086e-02 -2.789891e-02 -0.0208171034 -3.362576e-02
## PC24 -4.491627e-02 -1.373280e-02 -3.522730e-02 -0.0387968998 -4.675441e-02
## PC25 -8.094350e-03 9.283748e-03 -2.030378e-02 -0.0100644998 -4.238855e-03
## PC26 4.913876e-03 -1.136164e-02 -1.253778e-02 -0.0267094018 9.856638e-03
## PC27 2.077974e-02 2.055100e-02 1.427555e-02 0.0173707535 2.135136e-02
## PC28 8.205432e-02 3.744899e-02 6.657285e-02 0.0408044569 7.020471e-02
## PC29 5.852460e-02 6.094491e-02 5.115590e-02 0.0481095509 6.840623e-02
## PC30 1.795358e-03 8.659053e-03 2.483255e-02 0.0381363363 2.018068e-03
## PC31 2.057455e-02 1.380300e-02 2.509515e-03 0.0025748642 1.813380e-02
## PC32 -9.424387e-03 1.433061e-02 -1.371386e-02 -0.0189773797 4.488754e-03
## PC33 3.881666e-02 -1.949857e-02 3.431337e-02 0.0160006741 3.466139e-02
## PC34 1.682348e-02 8.584898e-03 2.245046e-02 0.0201321058 2.254954e-03
## PC35 -9.414413e-03 -1.887707e-02 -2.555661e-02 -0.0239865779 -2.086564e-03
## PC36 5.588393e-03 1.935500e-02 8.280971e-03 0.0071981848 8.132355e-03
## PC37 1.828716e-02 1.996354e-02 1.325952e-02 0.0081558671 2.586535e-02
## PC38 4.573137e-02 2.758552e-02 2.282888e-02 0.0096345596 5.815927e-02
## PC39 -7.409158e-03 4.140215e-02 -2.585317e-03 0.0070416119 -3.990066e-04
## PC40 -1.171240e-02 8.099098e-05 -2.798846e-02 -0.0153067748 -1.133796e-02
## PC41 4.289954e-02 6.331099e-03 3.871552e-02 0.0340969374 5.147817e-02
## PC42 2.585112e-02 -4.960765e-03 2.773545e-02 0.0146269996 7.618927e-03
## PC43 -3.006027e-02 -3.352937e-02 -1.310738e-02 -0.0105858705 -2.515858e-02
## PC44 -5.863434e-02 -7.501388e-02 -7.214395e-02 -0.0737905728 -4.904721e-02
## PC45 4.422589e-02 3.727864e-02 5.409135e-02 0.0544047712 3.599087e-02
## PC46 -1.033539e-02 7.487098e-03 -1.565286e-02 -0.0154091638 -1.565018e-03
## PC47 -2.841067e-02 9.662831e-03 -3.936974e-03 0.0121032207 -2.093294e-02
## PC48 -2.368141e-02 -1.267757e-02 -2.990990e-02 -0.0267759082 -1.497557e-02
## PC49 -3.428205e-02 -3.525395e-02 -2.791355e-02 -0.0318434077 -4.444872e-02
## PC50 2.828236e-02 3.390995e-02 1.885535e-02 0.0018497832 4.716924e-02
## PC51 -2.750519e-03 2.908472e-03 -8.233286e-03 -0.0099187260 -4.724292e-03
## PC52 -1.130157e-02 -2.065566e-02 -2.176654e-02 -0.0324294669 -1.402673e-02
## PC53 -3.915049e-03 1.764477e-02 7.341405e-04 0.0017694930 -4.553948e-03
## PC54 -3.397166e-02 -3.836804e-02 -3.695084e-02 -0.0460217525 -3.427423e-02
## PC55 -1.015283e-02 -1.576826e-02 -2.214382e-02 -0.0291265339 -8.059227e-03
## PC56 -2.203893e-02 -1.071039e-02 -2.189493e-02 -0.0168835460 -1.496180e-02
## PC57 -5.054924e-03 1.041190e-02 1.253856e-03 0.0136097026 -2.686991e-03
## PC58 -5.485106e-03 -1.819640e-02 -1.329863e-02 -0.0209948773 -1.412055e-04
## PC59 -4.456695e-03 1.546088e-02 1.050351e-02 0.0094053279 -1.380473e-03
## PC60 5.299951e-02 4.091291e-02 4.429526e-02 0.0419578069 6.319267e-02
## PC61 1.321313e-02 -1.200831e-02 -1.834169e-03 -0.0188617805 1.140179e-02
## PC62 3.690479e-03 8.510283e-03 -2.473694e-03 0.0062331503 1.024873e-02
## PC63 2.375387e-02 4.675638e-03 2.559131e-02 0.0347161017 1.683078e-02
## PC64 -1.883972e-02 -3.222857e-02 -2.319349e-02 -0.0104863338 -2.936941e-02
## PC65 -2.314114e-02 -3.710760e-03 -1.491803e-02 -0.0106421156 -1.958761e-02
## PC66 1.385129e-02 1.315392e-02 5.385433e-03 0.0057660670 1.837306e-02
## PC67 -1.696538e-03 1.520803e-02 -1.135354e-02 -0.0129782237 1.128032e-02
## PC68 -5.400989e-03 2.524615e-04 -3.534422e-03 -0.0032908933 2.575445e-03
## PC69 1.306183e-02 -5.707789e-04 1.308630e-02 0.0028243647 1.950919e-02
## PC70 -3.742471e-02 -1.657002e-02 -2.284702e-02 -0.0100788951 -3.130389e-02
## PC71 1.275847e-02 1.251257e-03 -3.203508e-03 -0.0047465490 1.759035e-02
## PC72 3.508714e-02 2.503056e-02 1.926796e-02 0.0207886459 2.713140e-02
## PC73 -1.807714e-02 -1.210239e-02 -1.463762e-02 -0.0092228794 -1.100194e-02
## PC74 -1.116133e-02 -1.900891e-02 -8.889780e-03 -0.0113144936 -8.633379e-03
## PC75 -1.102737e-02 -3.288117e-02 -3.240868e-02 -0.0345033580 -8.319355e-03
## PC76 -1.990439e-03 -2.270988e-04 -8.918078e-03 -0.0026358155 -4.815649e-03
## PC77 2.468879e-02 1.419132e-02 1.259225e-02 0.0057319551 3.264767e-02
## PC78 -1.073259e-02 1.068311e-02 -3.444369e-03 0.0058352594 -1.142178e-02
## PC79 2.378997e-03 -1.275656e-02 7.071739e-04 0.0051816470 2.922077e-03
## PC80 -1.189856e-02 -2.046098e-02 -9.178718e-03 -0.0067393199 -1.327954e-02
## PC81 -9.012037e-03 6.795536e-03 -1.804062e-02 -0.0196368318 -3.613514e-03
## PC82 1.676203e-02 1.509155e-02 2.081847e-02 0.0138248394 1.477488e-02
## PC83 1.096679e-03 1.139597e-02 7.072553e-03 0.0117319027 3.449901e-04
## PC84 1.178854e-02 7.692879e-03 3.234470e-03 0.0016603326 7.743376e-03
## PC85 3.207007e-02 -2.733767e-03 2.086496e-02 0.0039615459 3.584984e-02
## PC86 -1.190441e-03 -1.870105e-02 -1.400920e-02 -0.0201528331 -3.337291e-03
## PC87 -4.045621e-02 -3.121089e-02 -3.632690e-02 -0.0279589385 -3.962448e-02
## PC88 -6.371724e-05 -2.139477e-02 -1.146922e-02 -0.0230698641 1.186107e-02
## PC89 -2.786749e-02 -5.594650e-03 -7.934637e-03 0.0033069800 -3.385851e-02
## PC90 -1.616256e-02 -2.038700e-02 -1.093320e-02 -0.0032866683 -1.516030e-02
## PC91 1.003055e-02 -1.567732e-02 4.838572e-03 -0.0007422617 -2.362470e-03
## PC92 9.078263e-03 1.738679e-04 -4.915048e-03 -0.0059922455 1.654815e-02
## PC93 3.624390e-02 1.648594e-02 3.354602e-02 0.0278869351 3.073630e-02
## PC94 -2.680950e-03 -1.011374e-02 -5.772587e-03 -0.0066087288 -3.704755e-03
## PC95 2.349990e-03 2.135941e-03 -5.437516e-04 -0.0124580229 -6.367588e-03
## PC96 3.171604e-03 2.127485e-02 1.293023e-02 0.0265245604 2.780552e-03
## PC97 1.245547e-02 3.484163e-03 1.918288e-02 0.0235494759 1.180715e-02
## PC98 -2.751094e-02 2.907746e-03 -1.938732e-02 -0.0106485016 -9.349565e-03
## PC99 -7.711916e-03 -1.068118e-03 -8.562046e-03 -0.0096391646 3.186766e-03
## PC100 1.358530e-02 5.686088e-03 8.436578e-03 0.0127141607 -9.456933e-03
## PC101 2.519998e-02 1.907732e-02 2.945086e-02 0.0153008113 2.744675e-02
## PC102 1.465734e-02 2.937560e-02 2.165281e-02 0.0216993179 1.672832e-02
## PC103 5.100525e-02 2.437234e-02 4.530986e-02 0.0355035896 3.189477e-02
## PC104 1.308324e-02 6.243546e-03 8.126861e-03 0.0093458764 2.047126e-02
## PC105 1.266933e-02 1.008010e-02 1.351589e-02 0.0107699628 1.286909e-02
## PC106 5.418326e-04 1.950664e-02 1.614023e-02 0.0255725079 2.123731e-03
## PC107 -1.178220e-02 -2.173215e-02 -1.015999e-02 -0.0106625230 -1.232573e-02
## PC108 -3.176133e-02 -2.653538e-02 -4.439112e-02 -0.0384999802 -3.335281e-02
## PC109 -1.148107e-03 -1.771696e-02 4.950686e-03 0.0008046543 -5.968560e-03
## PC110 -4.861959e-03 -1.798747e-02 -5.937293e-03 -0.0032084568 -6.174426e-03
## PC111 5.119994e-03 6.845087e-03 7.794847e-03 0.0099423748 7.656640e-03
## PC112 6.443808e-03 -8.101717e-03 8.698131e-03 0.0066691819 4.179198e-03
## PC113 -3.453879e-02 -1.456295e-02 -2.376392e-02 -0.0192513869 -3.067111e-02
## PC114 4.133981e-02 2.383453e-02 3.408571e-02 0.0260108978 3.922678e-02
## PC115 3.329357e-02 1.832744e-02 3.040237e-02 0.0254339972 3.059250e-02
## PC116 1.515502e-03 -3.734964e-03 -1.298799e-03 -0.0064216385 -3.358793e-03
## PC117 6.256931e-03 4.352379e-03 7.592743e-04 -0.0045238041 1.770851e-02
## PC118 2.227373e-02 6.379735e-04 9.987768e-03 0.0082435107 2.039543e-02
## PC119 -2.376851e-02 -7.768363e-03 -1.891407e-02 -0.0144326108 -2.072206e-02
## PC120 2.952723e-03 -9.052991e-04 1.069217e-02 0.0051217689 3.868761e-03
## PC121 1.970736e-03 -8.253494e-03 7.786156e-03 0.0091665280 -3.322876e-03
## PC122 7.069423e-03 3.947312e-03 -3.155194e-03 0.0003408614 3.322969e-03
## PC123 6.800794e-03 8.806638e-03 1.465643e-02 0.0191222538 5.505898e-03
## PC124 2.082612e-02 4.123398e-03 1.158091e-02 0.0108510370 1.467201e-02
## PC125 2.506250e-02 2.147344e-03 2.099463e-02 0.0125932276 2.158000e-02
## PC126 2.037348e-02 -7.296765e-03 9.638396e-03 0.0071461186 8.572933e-03
## PC127 4.621308e-03 -3.190474e-03 1.239201e-02 0.0173996953 2.890653e-03
## PC128 -5.294163e-03 -9.138017e-04 5.351573e-03 0.0094285353 -9.861914e-03
## PC129 1.087761e-02 1.507809e-02 1.376589e-02 0.0161558763 2.370413e-02
## PC130 7.504562e-04 8.909268e-03 -5.794546e-03 -0.0072396526 1.451322e-02
## PC131 -3.028226e-03 -1.069810e-02 -7.496975e-04 -0.0020648389 -1.355038e-02
## PC132 -1.558355e-02 -1.973428e-02 -3.018671e-02 -0.0236977132 -1.819875e-02
## PC133 2.232995e-03 7.460052e-03 6.753764e-04 0.0054899811 9.685314e-03
## PC134 -2.414251e-02 -3.842200e-02 -3.248997e-02 -0.0329003924 -2.696438e-02
## PC135 -3.542437e-02 -3.059064e-02 -3.134743e-02 -0.0237977677 -4.195169e-02
## PC136 1.705089e-02 1.934878e-02 2.024272e-02 0.0114863173 1.108138e-02
## PC137 1.925116e-02 2.315257e-02 1.834575e-02 0.0283466143 1.875623e-02
## PC138 9.485592e-03 1.118610e-02 8.777037e-04 0.0066677743 8.941556e-03
## PC139 4.851655e-04 1.044429e-02 3.847253e-03 -0.0001658267 -5.888692e-03
## PC140 1.470812e-02 1.208078e-02 1.560988e-02 0.0112972224 1.568195e-02
## PC141 2.828136e-02 1.931337e-02 1.334272e-02 0.0123049578 2.635418e-02
## PC142 8.632628e-03 1.657722e-03 1.215418e-02 0.0112846134 6.920162e-03
## PC143 2.899168e-02 5.262689e-02 4.382479e-02 0.0461507272 3.331059e-02
## PC144 -5.748020e-03 -8.280618e-03 -3.969405e-03 0.0002146474 -4.033680e-03
## PC145 -8.252962e-03 -5.403760e-03 -7.101485e-03 -0.0111406003 -1.490512e-02
## PC146 -1.869313e-02 -2.340600e-02 -2.081302e-02 -0.0215189624 -1.911895e-02
## PC147 -1.453441e-02 -2.307829e-02 -1.011568e-02 -0.0030421557 -2.397687e-02
## PC148 3.745801e-03 1.161499e-02 3.246635e-03 0.0047845644 1.485457e-02
## PC149 -3.978818e-03 -8.169891e-03 -8.632024e-03 -0.0078084729 -8.554448e-03
## PC150 -2.381729e-02 -2.058093e-02 -1.459401e-02 -0.0169152820 -1.761679e-02
## PC151 7.179656e-03 4.925938e-04 1.046806e-02 0.0120188265 5.327396e-03
## PC152 1.002412e-02 -3.576881e-03 2.030346e-03 0.0045907292 4.060081e-03
## PC153 -1.513641e-02 -4.367413e-03 -1.702744e-02 -0.0165326620 -9.262328e-03
## PC154 -9.549899e-03 7.524329e-03 1.973741e-03 0.0015192941 -6.029000e-03
## PC155 1.356484e-02 -6.598925e-03 1.238487e-02 0.0091306673 8.707166e-03
## PC156 1.116680e-02 2.972914e-02 1.458594e-02 0.0026866425 1.609149e-02
## PC157 7.698916e-03 3.901959e-03 1.232508e-03 0.0019338686 -7.860132e-03
## PC158 -4.877625e-03 -1.812397e-02 9.016724e-03 -0.0011747186 -1.304431e-02
## PC159 1.084821e-02 6.105462e-04 1.067070e-02 0.0027748965 6.987940e-03
## PC160 -7.256675e-03 -2.744483e-02 -1.731625e-02 -0.0189730187 -1.586482e-02
## PC161 -1.486623e-02 -5.633425e-03 -5.704882e-03 0.0014476032 -6.291273e-03
## PC162 2.381867e-03 3.992531e-03 6.049674e-03 0.0099013953 -1.034152e-02
## PC163 3.351514e-03 -1.141605e-02 -8.911481e-03 -0.0136790302 -8.143747e-03
## PC164 1.127286e-02 1.275405e-02 9.816447e-03 0.0099691493 5.725296e-03
## PC165 1.134429e-02 5.143343e-03 1.470897e-02 0.0199746033 6.983915e-03
## PC166 1.320979e-02 1.398193e-02 1.543852e-02 0.0188796362 8.096587e-03
## PC167 8.408512e-03 2.602481e-02 1.330230e-02 0.0158701345 1.494635e-02
## PC168 -7.170289e-03 -2.011236e-02 2.207447e-03 -0.0013176706 -1.655570e-02
## PC169 1.354694e-02 7.122820e-03 1.043929e-02 -0.0001037754 1.457891e-02
## PC170 -8.894088e-03 -1.621676e-02 -2.776151e-03 -0.0112306665 -1.425990e-02
## PC171 1.061233e-02 1.236957e-02 7.784745e-03 0.0065347216 1.039214e-02
## PC172 -9.678369e-04 1.228679e-02 1.534413e-03 0.0013977526 -3.138523e-03
## PC173 1.383323e-02 1.316585e-02 8.364315e-03 0.0032750358 1.321992e-02
## PC174 2.836743e-02 1.726375e-02 1.772273e-02 0.0129490705 2.701102e-02
## PC175 2.086181e-02 1.760022e-02 8.922307e-03 0.0033250537 2.226061e-02
## PC176 4.666966e-02 5.259516e-02 5.079867e-02 0.0570552713 3.584440e-02
## PC177 -1.360895e-02 -3.241348e-02 -1.753887e-02 -0.0144760852 -1.412156e-02
## PC178 1.991293e-03 7.559124e-03 -1.068703e-03 0.0018658254 -4.891828e-06
## PC179 -2.934199e-03 -6.617938e-03 1.482857e-03 0.0006943941 -2.504712e-03
## PC180 -2.930211e-03 -1.126827e-02 -3.515694e-03 -0.0004044183 -3.776365e-03
## PC181 -1.097477e-02 1.751684e-03 -7.761256e-03 -0.0118934345 -1.565959e-03
## PC182 6.273631e-03 -5.623724e-03 -3.933376e-03 -0.0117156267 6.116970e-03
## PC183 -2.282954e-02 -2.189109e-02 -2.557001e-02 -0.0166083148 -2.055296e-02
## PC184 -5.301214e-03 -1.209062e-03 -4.243749e-03 -0.0012762471 -6.465966e-03
## PC185 9.470941e-03 -1.348922e-03 -4.150861e-03 -0.0160001522 1.248353e-02
## PC186 3.208128e-02 2.117335e-03 1.541156e-02 0.0104401178 2.751183e-02
## PC187 2.030592e-02 3.783609e-04 2.048508e-02 0.0089866343 1.964045e-02
## PC188 -4.496240e-03 8.374961e-03 2.245950e-05 0.0038565635 2.673351e-03
## PC189 1.012168e-02 1.381159e-02 1.563910e-02 0.0065912304 -7.548349e-05
## PC190 4.154204e-03 -1.703336e-03 5.277707e-03 -0.0010121225 6.663598e-04
## PC191 -1.413899e-02 -2.099914e-02 -2.488063e-02 -0.0282545062 -1.303616e-02
## PC192 1.900202e-02 1.704544e-02 1.855949e-02 0.0251409877 2.372598e-02
## PC193 2.117013e-02 6.264952e-03 1.696804e-02 0.0148569559 2.095892e-02
## PC194 1.042109e-02 -5.576114e-03 -8.617683e-03 -0.0067381073 4.290978e-03
## PC195 1.632715e-02 2.558662e-03 1.106369e-02 0.0044286019 3.203922e-03
## PC196 -2.245699e-02 -2.999398e-02 -3.101677e-02 -0.0275182891 -1.408945e-02
## PC197 -3.371165e-03 1.381844e-02 -3.349800e-03 0.0031159919 -1.089710e-02
## PC198 -2.911438e-03 1.135763e-02 1.076352e-02 0.0072269877 7.461974e-03
## PC199 4.423464e-03 7.441085e-03 3.195371e-03 0.0063312141 9.169825e-03
## PC200 4.944515e-03 5.088249e-03 2.144419e-03 0.0009005228 5.208722e-03
## PC201 -3.611356e-03 -1.091167e-02 -7.026934e-04 0.0022207918 -6.319342e-03
## PC202 1.645050e-02 1.564038e-02 4.872259e-03 0.0064003728 9.834550e-03
## PC203 -1.607594e-02 -1.549986e-02 -1.773640e-02 -0.0091199595 -1.652737e-02
## PC204 2.194788e-03 9.872159e-03 9.184716e-03 0.0165216916 -3.574701e-04
## PC205 -8.943455e-03 -3.222524e-02 -2.154027e-02 -0.0265470484 -1.341213e-02
## PC206 -2.920471e-03 -8.613838e-03 1.520693e-03 -0.0029800647 4.294042e-03
## PC207 -8.654269e-03 -8.738391e-03 -1.057924e-02 -0.0124444939 -5.927458e-03
## PC208 2.351410e-02 2.195384e-02 1.856414e-02 0.0137112104 2.541997e-02
## PC209 4.712148e-03 4.466742e-03 5.468066e-03 0.0074405453 7.819877e-03
## PC210 5.923875e-03 1.015186e-02 3.179843e-03 0.0128610400 4.794085e-03
## PC211 4.488055e-03 1.266932e-02 9.879965e-03 0.0231432134 2.964227e-03
## PC212 1.759119e-02 2.955787e-02 1.074008e-02 0.0106984866 1.998525e-02
## PC213 1.028292e-02 1.499254e-02 8.773097e-03 0.0069413450 2.208648e-02
## PC214 -2.260910e-03 -1.834415e-02 -7.531330e-03 -0.0099793165 -6.065551e-04
## PC215 -1.077767e-02 -1.161762e-02 -1.269351e-02 -0.0192955429 -1.510538e-02
## PC216 -1.460609e-02 -7.781379e-03 -8.924631e-03 -0.0120904679 -1.834181e-02
## PC217 3.068812e-03 9.948690e-03 5.112131e-03 0.0093547332 8.629611e-03
## PC218 -2.296834e-02 -4.421825e-03 -1.345964e-02 -0.0059235252 -1.189865e-02
## PC219 -7.431010e-03 -1.096270e-02 -3.542195e-03 0.0003311076 -1.118026e-02
## PC220 5.280370e-03 2.375134e-02 1.456192e-02 0.0197657325 9.186546e-03
## PC221 7.575875e-03 1.448327e-02 1.087396e-02 0.0099039266 1.420168e-02
## PC222 -6.929584e-03 -1.422556e-02 -1.002950e-02 -0.0077048478 -8.975376e-03
## PC223 -9.046153e-03 -1.772682e-02 -1.423734e-02 -0.0092251625 -1.345417e-02
## PC224 -1.342226e-03 2.108307e-03 1.535709e-03 0.0125359381 -7.572452e-03
## PC225 8.449996e-03 -3.554372e-03 -3.161126e-03 -0.0128261265 8.717385e-03
## PC226 1.298540e-02 7.812155e-03 2.269823e-03 -0.0020210323 1.302161e-02
## PC227 2.799372e-03 -1.118691e-02 -3.348026e-03 -0.0028163950 -5.020253e-03
## PC228 -1.226389e-02 -2.256716e-02 -1.402970e-02 -0.0171099465 -7.052590e-03
## PC229 1.066784e-02 3.868810e-03 1.194685e-02 0.0203614676 4.199172e-03
## PC230 -3.814124e-03 -1.485932e-02 -6.113648e-03 -0.0097162786 -6.085831e-03
## PC231 1.695600e-02 1.797650e-02 1.938141e-02 0.0180312916 1.020170e-02
## PC232 -6.738279e-03 2.261538e-03 -2.103036e-03 0.0034330224 -1.078061e-02
## PC233 2.559587e-02 1.489503e-02 1.155861e-02 0.0018534577 2.297339e-02
## PC234 -2.049159e-02 -2.455256e-02 -1.329992e-02 -0.0142777623 -1.831548e-02
## PC235 5.126683e-03 -8.388312e-03 3.468759e-03 -0.0004727207 -1.096775e-02
## PC236 2.014877e-02 1.014473e-02 1.537792e-02 0.0121929058 9.137885e-03
## PC237 -7.180802e-03 -6.644030e-03 -6.783121e-03 -0.0089163958 -3.320453e-03
## PC238 -2.282544e-03 1.422116e-02 -5.901829e-03 -0.0049119699 5.125660e-03
## PC239 -1.098965e-02 -4.332386e-03 -1.349183e-02 -0.0119566576 -1.089049e-02
## PC240 2.078182e-02 1.088023e-02 1.674706e-02 0.0139692653 1.959373e-02
## PC241 -2.558117e-03 -1.055430e-02 -4.481373e-03 -0.0026370458 -4.500194e-03
## PC242 5.440319e-03 -3.145146e-03 -1.640223e-03 -0.0093828002 5.776666e-03
## PC243 -2.214135e-02 -2.913763e-02 -1.660728e-02 -0.0161708728 -1.618758e-02
## PC244 3.006517e-03 -1.718129e-02 -4.646986e-04 -0.0125964177 -1.132235e-02
## PC245 8.151417e-03 -1.039452e-02 1.523466e-03 0.0016701962 -2.426364e-03
## PC246 1.706782e-02 1.095293e-02 1.483834e-02 0.0222100761 1.208360e-02
## PC247 4.200820e-03 2.504785e-03 -2.044955e-03 -0.0060874108 -7.896530e-03
## PC248 -6.389404e-04 1.071919e-02 -8.248869e-04 0.0044710353 -4.018588e-03
## PC249 -5.906342e-04 -7.920488e-03 5.864116e-03 -0.0008007611 3.920327e-03
## PC250 2.760058e-02 1.259098e-02 1.468061e-02 0.0064184128 9.097451e-03
## PC251 -7.068629e-03 -1.948411e-02 -4.673859e-03 -0.0037899571 -1.700959e-02
## PC252 -1.186782e-02 -3.646624e-03 -1.874038e-02 -0.0236722261 -7.144844e-03
## PC253 8.210054e-03 1.074729e-02 9.723294e-03 0.0124041564 6.203704e-03
## PC254 4.199494e-03 1.884614e-03 5.594112e-03 0.0128362593 1.882989e-03
## PC255 5.102106e-03 8.689667e-03 3.164030e-03 0.0083465489 6.151210e-03
## PC256 -1.078699e-02 -1.497870e-02 -1.294527e-02 -0.0151438877 -9.592304e-03
## PC257 -1.152835e-02 -1.162807e-02 -1.151383e-02 -0.0143746776 -1.744753e-02
## PC258 -5.340959e-03 -1.016623e-02 -1.254766e-02 -0.0103786912 2.862107e-03
## PC259 -1.123713e-02 5.836489e-03 -8.167869e-03 -0.0029365918 -1.359849e-02
## PC260 5.183233e-03 8.940137e-03 4.878302e-03 -0.0004147749 7.545792e-03
## PC261 4.763241e-03 4.109527e-04 -1.272482e-03 -0.0102537411 4.920061e-03
## PC262 1.520373e-03 1.413043e-02 5.418028e-03 0.0096133027 -6.510893e-03
## PC263 1.420173e-02 1.014445e-02 5.412482e-03 -0.0033549365 6.463405e-03
## PC264 -1.413739e-02 -5.775838e-03 -2.596645e-03 -0.0014847397 -1.767866e-02
## PC265 8.923703e-03 4.862662e-03 8.029331e-03 0.0081383971 1.001200e-02
## PC266 2.207985e-03 -7.150552e-03 6.220566e-03 0.0028675796 1.966039e-03
## PC267 -1.113237e-02 3.562768e-03 3.165515e-03 0.0049753234 -6.782137e-03
## PC268 -9.133768e-03 -6.503952e-03 -1.015785e-02 -0.0149026510 -1.275634e-02
## PC269 6.825593e-03 2.966636e-04 -2.507708e-03 0.0018232514 1.701428e-02
## PC270 -1.157630e-02 -1.727411e-02 -1.351373e-02 -0.0089050865 -1.448833e-02
## PC271 -8.301949e-03 -9.245275e-03 -1.036746e-02 -0.0084067402 2.322436e-03
## PC272 8.969478e-04 -4.031223e-04 -7.079601e-03 -0.0059431013 -5.076118e-03
## PC273 1.517532e-02 1.108344e-02 4.206932e-03 0.0052419571 8.978062e-03
## PC274 6.815101e-04 6.553565e-03 -3.221352e-03 0.0043155083 3.348768e-03
## PC275 1.535886e-02 1.347732e-02 1.642554e-02 0.0088824553 1.541056e-02
## PC276 -3.192799e-04 1.071245e-04 1.039545e-02 0.0087456707 -4.418543e-03
## PC277 9.827515e-03 -1.528399e-03 2.496011e-03 0.0021363124 -2.423442e-03
## PC278 -8.879214e-03 -4.998489e-03 -1.278029e-02 -0.0140469506 -1.636049e-02
## PC279 -7.929262e-03 -7.199820e-03 -1.089706e-02 -0.0091936270 5.983007e-03
## PC280 -2.023495e-03 -5.701950e-03 3.418931e-03 0.0034131976 -1.085706e-02
## PC281 -5.166750e-03 -6.707772e-03 -2.709484e-03 -0.0067528244 -1.265342e-02
## PC282 9.484655e-03 5.488708e-04 1.001443e-02 0.0091141505 5.067212e-04
## PC283 -1.709736e-02 -2.446789e-02 -1.661107e-02 -0.0184891075 -2.238036e-03
## PC284 6.521503e-03 3.428516e-03 4.389000e-03 0.0079851657 8.901356e-03
## PC285 -2.117903e-02 -1.059284e-02 -1.387677e-02 -0.0120396423 -1.413725e-02
## PC286 -5.158797e-03 -2.790451e-03 4.860017e-03 0.0108953192 -7.241311e-03
## PC287 -2.049066e-02 -1.338177e-02 -2.585494e-02 -0.0260377183 -1.585157e-02
## PC288 -4.926612e-03 -1.491278e-02 -1.330964e-02 -0.0146847167 -8.733787e-03
## PC289 -1.496020e-03 -3.606490e-04 -1.073608e-02 -0.0069481170 5.318109e-04
## PC290 -5.623074e-03 -5.709097e-03 -5.474625e-03 -0.0048579448 -9.273016e-03
## PC291 7.029123e-03 -3.234946e-03 5.914544e-03 0.0021974444 9.375320e-03
## PC292 -5.504250e-03 -1.512818e-02 -7.056932e-03 -0.0169454886 -3.936127e-03
## PC293 3.227827e-03 7.195488e-03 5.144900e-03 0.0009659374 -9.844172e-05
## PC294 -7.496807e-03 3.709337e-03 -2.779239e-03 -0.0022496467 -1.229755e-03
## PC295 -5.785459e-03 5.609217e-03 -3.418911e-03 -0.0002557810 -1.323233e-03
## PC296 2.639793e-02 2.469266e-02 1.900179e-02 0.0239893446 2.430600e-02
## PC297 8.689967e-03 1.961232e-02 1.570432e-02 0.0120705648 1.000007e-02
## PC298 -1.070269e-02 -1.904340e-02 -1.559982e-02 -0.0218222905 3.568468e-03
## PC299 -1.498968e-02 -2.169689e-03 -1.215869e-02 -0.0157607958 -1.420161e-02
## PC300 -7.914133e-03 -4.922462e-03 -4.801643e-04 0.0008394354 -8.569987e-03
## PC301 -6.858648e-03 8.630306e-03 -3.347524e-03 -0.0001052956 2.951850e-03
## PC302 -1.897506e-02 -1.071609e-02 -1.303780e-02 -0.0075564236 -1.663049e-02
## PC303 -1.649233e-02 -1.683441e-02 -9.247259e-03 -0.0185084486 -1.240636e-02
## PC304 -1.871999e-03 -5.701040e-03 -9.837525e-03 -0.0157064030 7.997776e-04
## PC305 -2.472183e-02 -4.643827e-03 -9.403072e-03 -0.0046494323 -1.003134e-02
## PC306 1.003696e-02 8.885323e-03 1.139456e-02 0.0024087277 -4.205458e-03
## PC307 4.655478e-03 -8.006356e-03 2.888399e-03 -0.0018101639 1.752270e-03
## PC308 8.410573e-03 2.378386e-02 1.683566e-02 0.0173938496 5.157402e-03
## PC309 -1.248184e-02 6.468971e-04 -7.802966e-03 -0.0010862266 -9.588017e-03
## PC310 -1.927152e-02 -2.023799e-02 -2.336892e-02 -0.0257407042 -2.765497e-02
## PC311 -2.246874e-04 -9.916361e-03 2.305096e-03 -0.0014750839 1.651485e-05
## PC312 1.491442e-02 3.313482e-03 1.558454e-02 0.0171917402 1.099077e-02
## PC313 -1.607804e-02 -4.818827e-03 -7.860161e-03 -0.0068508296 -1.066972e-02
## PC314 -3.506348e-03 -1.215942e-02 -1.057032e-03 0.0047514862 -1.045141e-02
## PC315 -1.839347e-02 -6.150167e-03 -1.792157e-02 -0.0117682494 -1.047899e-02
## PC316 -2.977951e-02 -2.392899e-02 -2.686758e-02 -0.0216094390 -2.617646e-02
## PC317 2.668464e-03 -5.069049e-03 -8.565347e-05 0.0114040241 -1.135802e-02
## PC318 -2.950567e-03 -7.597308e-03 -6.935411e-03 -0.0145918787 -1.343035e-02
## PC319 3.812970e-02 2.383073e-02 3.329313e-02 0.0280119963 2.914967e-02
## PC320 4.921630e-03 -1.000027e-02 -3.231064e-03 -0.0097618347 5.023693e-03
## PC321 -2.291071e-02 -1.472884e-02 -2.809796e-02 -0.0273810738 -1.812060e-02
## PC322 1.904234e-03 4.420980e-03 6.143852e-03 0.0098045918 4.301060e-03
## PC323 3.204705e-02 3.493033e-02 4.068324e-02 0.0491286074 3.020933e-02
## PC324 9.966680e-03 1.113934e-02 1.629940e-02 0.0115740756 1.286952e-02
## PC325 -7.711643e-03 -1.786401e-02 -1.320750e-02 -0.0135261145 -9.499658e-03
## PC326 -9.367295e-03 -3.115940e-03 1.428523e-03 -0.0015135128 -2.702097e-03
## PC327 1.584038e-02 1.049296e-02 8.862197e-03 0.0117868295 1.149642e-02
## PC328 1.153774e-02 -1.296095e-02 6.425809e-03 -0.0028553521 1.147148e-02
## PC329 -6.006097e-04 4.103615e-03 -1.233699e-03 -0.0060706771 8.475008e-04
## PC330 6.289659e-03 3.057946e-03 7.639620e-03 0.0039643912 6.674983e-03
## PC331 2.488843e-03 -4.070572e-03 -2.462240e-03 -0.0057637641 -2.521478e-03
## PC332 5.149442e-03 2.429654e-02 1.199188e-02 0.0151286409 1.093656e-02
## PC333 5.944538e-03 -2.885434e-03 5.278201e-03 -0.0004132000 -6.643254e-04
## PC334 -4.400362e-03 -1.114589e-02 -7.142779e-03 -0.0098880863 -8.881188e-03
## PC335 2.386346e-02 1.374703e-02 1.860240e-02 0.0125748487 2.225594e-02
## PC336 1.992498e-02 4.492255e-03 2.359343e-02 0.0186967603 7.350042e-03
## PC337 1.576390e-02 3.233767e-03 7.121335e-03 0.0015973721 3.180910e-03
## PC338 -9.305168e-03 6.223008e-03 -3.029652e-03 -0.0052299715 8.506448e-03
## PC339 -1.279600e-02 -4.836646e-04 -3.702301e-03 -0.0017956358 -1.549977e-02
## PC340 -5.281525e-03 -2.056782e-02 -8.053596e-03 -0.0071808674 -1.054548e-02
## PC341 8.950400e-03 9.523019e-03 1.534284e-02 0.0094833220 1.688377e-04
## PC342 -2.489176e-03 8.043038e-03 5.783121e-03 -0.0009268349 -1.087423e-03
## PC343 -6.409374e-03 -7.164624e-03 2.993008e-03 0.0047546632 -1.542955e-02
## PC344 8.324684e-03 1.635211e-02 5.662160e-03 0.0094944382 8.593309e-03
## PC345 1.503146e-02 -2.649402e-03 -4.279568e-03 -0.0143509649 3.596996e-03
## PC346 -1.575552e-03 -6.711527e-03 -9.526573e-03 -0.0123413664 -1.975216e-03
## PC347 1.695505e-02 8.866009e-03 2.256285e-02 0.0166077132 2.201870e-02
## PC348 -6.658410e-04 -9.811687e-03 -2.898335e-03 -0.0091269176 -5.464901e-03
## PC349 -1.792828e-03 -8.715539e-03 -6.227124e-03 -0.0025597247 1.751928e-04
## PC350 1.885789e-03 2.933168e-03 -5.570075e-03 -0.0138010784 4.208093e-03
## PC351 1.979218e-03 7.921452e-03 2.069231e-03 0.0078533958 -5.060321e-03
## PC352 -8.426110e-03 5.120906e-03 -6.465998e-03 0.0009809876 -7.724846e-03
## PC353 -2.085109e-02 -1.508853e-02 -1.701891e-02 -0.0091317929 -1.439347e-02
## PC354 5.404834e-03 1.113402e-02 1.823681e-03 0.0044601800 -7.824961e-04
## PC355 2.096558e-02 1.562290e-02 2.942311e-02 0.0271183618 1.495680e-02
## PC356 1.415560e-02 1.267629e-02 1.203527e-02 0.0167190727 1.308034e-02
## PC357 -1.177760e-02 -1.392821e-02 -5.835399e-03 -0.0062504697 -1.081728e-02
## TALI TIPT TISH VINI WASH
## PC1 0.5977508627 6.660219e-01 6.005206e-01 6.146080e-01 6.126949e-01
## PC2 0.5535406597 4.756043e-01 5.329303e-01 5.210701e-01 5.426317e-01
## PC3 0.0013171617 -2.250785e-01 -8.958621e-02 4.952681e-02 -1.163933e-01
## PC4 -0.1326736977 1.316316e-01 -2.244229e-02 -2.764293e-03 4.689961e-02
## PC5 0.2263552622 1.656102e-01 1.653301e-01 2.559097e-01 1.676159e-01
## PC6 -0.0119526412 -6.413146e-02 -6.611553e-02 1.329307e-01 -1.738901e-02
## PC7 0.1460672016 1.220077e-01 1.845774e-01 1.937387e-01 1.969297e-01
## PC8 -0.0068255621 -7.101790e-02 -2.516554e-02 -6.302738e-02 -6.499360e-02
## PC9 0.0020786947 -1.259536e-02 -1.969826e-02 4.883834e-02 -2.284192e-02
## PC10 0.0858232671 1.141743e-01 1.137278e-01 7.697126e-02 1.177951e-01
## PC11 -0.0024353277 6.753583e-02 -2.481908e-03 2.044866e-02 3.401997e-02
## PC12 0.0919898443 2.915453e-02 6.412443e-02 7.098586e-02 4.653042e-02
## PC13 0.0728745818 -3.590169e-02 5.906950e-02 8.515141e-03 1.128481e-02
## PC14 -0.0475047256 -1.131046e-02 -1.576091e-02 1.461317e-02 -1.167650e-02
## PC15 -0.0178960309 3.827788e-02 -3.712674e-03 -3.986522e-02 1.838380e-02
## PC16 0.0706991255 7.725017e-03 6.633442e-02 2.936032e-02 5.804045e-02
## PC17 0.0051043782 -5.333803e-02 2.599349e-04 -1.832687e-02 -2.744292e-02
## PC18 0.0138643392 2.066846e-02 2.544090e-02 -2.626433e-02 1.520358e-02
## PC19 0.0241179455 7.256617e-03 2.583234e-03 -3.012496e-02 -7.067435e-03
## PC20 0.0024460313 2.894374e-02 3.832543e-02 -2.115166e-02 2.154621e-02
## PC21 -0.0048333460 -3.838694e-03 -1.243313e-03 -9.475703e-03 -4.147668e-03
## PC22 -0.0025356416 4.752294e-02 6.129037e-02 1.371870e-02 7.387901e-02
## PC23 -0.0222570292 -4.409647e-03 -2.270655e-02 -2.207806e-02 -1.589036e-02
## PC24 -0.0503477451 -2.284607e-02 -3.679446e-02 -3.764032e-02 -2.889529e-02
## PC25 -0.0341724767 2.396764e-02 -2.095909e-02 5.073928e-03 9.108112e-03
## PC26 0.0005861264 -2.156327e-02 -2.191119e-02 1.161568e-02 -2.891051e-02
## PC27 0.0114058771 3.342082e-02 3.539975e-03 1.437528e-02 3.435087e-02
## PC28 0.0726447926 -2.293936e-03 4.572198e-02 5.921763e-02 3.167086e-02
## PC29 0.0495039590 1.397384e-02 4.860588e-02 7.788031e-02 5.012535e-02
## PC30 0.0064481472 3.742585e-02 4.037736e-02 -5.603150e-03 3.153656e-02
## PC31 0.0060082656 -2.488465e-02 -1.701719e-03 2.631273e-02 5.104776e-03
## PC32 -0.0119205685 -8.727769e-03 -1.929218e-02 9.205246e-03 -7.110702e-03
## PC33 0.0622796265 -2.097219e-02 2.085400e-02 1.921159e-03 -2.262700e-03
## PC34 0.0336745719 -8.635004e-03 2.874648e-02 -7.971889e-03 1.057728e-02
## PC35 -0.0125709888 -1.728532e-02 -2.507486e-02 4.235206e-03 -2.786167e-02
## PC36 0.0121108389 6.345451e-03 1.316676e-02 1.458267e-02 1.180925e-02
## PC37 0.0099834091 1.060136e-03 -1.015183e-03 3.876523e-02 5.515872e-03
## PC38 0.0365981055 6.009460e-03 8.861550e-03 6.269441e-02 1.198585e-02
## PC39 -0.0208553669 3.822725e-02 -2.625805e-03 1.166865e-02 2.530108e-02
## PC40 -0.0262724887 4.726685e-03 -2.193001e-02 -6.455271e-03 -7.764374e-03
## PC41 0.0462503538 -9.220036e-04 3.783996e-02 2.752787e-02 1.806303e-02
## PC42 0.0442394061 1.952383e-02 2.402160e-02 -8.233408e-03 1.029996e-02
## PC43 -0.0221114343 -1.104702e-02 -1.397280e-03 -3.626886e-02 -2.030653e-02
## PC44 -0.0592322021 -5.512321e-02 -6.229658e-02 -4.325888e-02 -7.280029e-02
## PC45 0.0494414082 4.793265e-02 4.513590e-02 3.499059e-02 5.351234e-02
## PC46 -0.0311780707 -3.183950e-02 -1.151952e-02 2.186015e-02 -9.794615e-03
## PC47 -0.0142911055 2.778177e-02 1.263356e-02 -1.260576e-02 1.207826e-02
## PC48 -0.0351371104 1.009043e-02 -3.563378e-02 -1.531325e-03 -1.289661e-02
## PC49 -0.0255932247 -3.159898e-02 -2.277201e-02 -4.843965e-02 -3.449561e-02
## PC50 0.0134499390 -1.993500e-02 -7.819390e-03 5.004258e-02 4.749542e-03
## PC51 -0.0001874135 2.701664e-02 -1.335168e-02 -5.749414e-03 -1.162555e-03
## PC52 -0.0169733139 -4.493273e-02 -2.157062e-02 -1.286693e-02 -4.147672e-02
## PC53 -0.0073747584 1.225073e-02 -1.515482e-03 3.220547e-03 1.061156e-02
## PC54 -0.0222872552 -4.250720e-02 -4.109360e-02 -3.643628e-02 -4.281769e-02
## PC55 -0.0199858932 -4.777622e-02 -3.406643e-02 1.287135e-02 -3.421152e-02
## PC56 -0.0172639013 -1.708866e-02 -1.402955e-02 -1.061504e-02 -1.038007e-02
## PC57 -0.0022476986 3.401984e-02 3.043542e-03 4.918483e-03 1.840196e-02
## PC58 -0.0120874010 -1.732627e-02 -1.531381e-02 9.228479e-03 -1.454127e-02
## PC59 -0.0012919107 5.892170e-04 2.183462e-02 1.589173e-02 5.162120e-03
## PC60 0.0520369451 3.133808e-02 2.601839e-02 6.494380e-02 3.411338e-02
## PC61 0.0068116529 -1.269474e-02 -1.979990e-02 6.529248e-03 -2.181443e-02
## PC62 -0.0016381149 1.857185e-02 -3.257431e-03 5.080589e-03 7.618443e-03
## PC63 0.0237887590 1.694436e-02 3.347920e-02 -3.335337e-03 2.960883e-02
## PC64 -0.0180294773 5.634652e-03 -1.865527e-02 -3.399532e-02 -1.088173e-02
## PC65 -0.0128263174 7.155694e-03 -5.893971e-03 -1.079732e-02 -6.849804e-03
## PC66 0.0089987558 -1.338338e-02 7.474809e-03 9.348445e-03 -3.910910e-04
## PC67 -0.0179426133 1.597007e-02 -2.172019e-02 1.260299e-02 -1.838531e-03
## PC68 0.0070936206 -6.826830e-03 -1.078144e-03 3.709394e-03 -1.077931e-03
## PC69 0.0163275692 -7.302331e-03 1.232368e-02 6.794086e-03 5.566801e-03
## PC70 -0.0385862516 9.133962e-03 -9.239268e-03 -2.194794e-02 -1.213423e-03
## PC71 0.0035611905 -1.731565e-02 -5.304158e-03 1.865632e-02 -1.496741e-02
## PC72 0.0311500235 7.275577e-03 1.411057e-02 2.707236e-02 1.492947e-02
## PC73 -0.0123562860 1.408910e-02 -1.258181e-02 -5.157833e-04 -1.414492e-02
## PC74 -0.0135978847 -2.412801e-02 -1.118980e-02 -6.880616e-03 -1.367028e-02
## PC75 -0.0136787509 -6.510297e-03 -3.579099e-02 -1.921083e-03 -2.996991e-02
## PC76 0.0001921084 -2.128921e-03 -2.388725e-03 4.709680e-03 -1.190813e-03
## PC77 0.0138892346 3.160582e-03 1.242776e-02 3.144101e-02 3.566634e-03
## PC78 -0.0186942940 8.091424e-03 7.703278e-04 1.963227e-03 1.330090e-02
## PC79 0.0031749227 9.620437e-03 7.575452e-03 -9.024852e-03 -2.457106e-03
## PC80 -0.0047676015 -2.285273e-03 -7.878161e-03 -2.933323e-02 -2.377571e-03
## PC81 -0.0117056812 7.007946e-03 -3.359321e-02 4.524246e-03 -8.863572e-03
## PC82 0.0155788793 1.568534e-02 1.774772e-02 9.660104e-03 2.334848e-02
## PC83 0.0103008602 1.447476e-02 -1.011650e-03 6.472322e-03 1.293798e-02
## PC84 0.0071336224 2.020614e-02 -3.181574e-03 5.806030e-04 6.781442e-03
## PC85 0.0314548841 -9.512115e-03 9.705173e-03 2.930151e-02 -1.125925e-02
## PC86 0.0005451327 -3.664873e-02 -1.377709e-02 -1.669075e-02 -2.906038e-02
## PC87 -0.0315265633 -1.483046e-02 -2.591909e-02 -3.407604e-02 -2.984092e-02
## PC88 -0.0030616042 -3.601532e-02 -1.685288e-02 6.732891e-03 -3.226840e-02
## PC89 -0.0305433978 -2.730481e-03 -1.066413e-03 -2.300297e-02 5.193199e-03
## PC90 -0.0098839386 7.865935e-03 -1.143751e-03 -2.176120e-02 6.964431e-04
## PC91 -0.0045260771 -8.901988e-03 -3.521236e-03 -1.974930e-02 2.688593e-04
## PC92 0.0090206756 -1.775343e-02 -1.022341e-02 1.200453e-02 -8.288968e-03
## PC93 0.0253811778 4.498134e-03 2.301276e-02 1.347687e-02 1.607133e-02
## PC94 -0.0086723642 -8.217325e-03 -7.355711e-03 -1.506222e-03 -9.942324e-03
## PC95 -0.0011223025 -7.499883e-03 -2.001970e-02 9.036704e-03 -1.880268e-02
## PC96 -0.0032584397 3.049982e-02 3.170236e-02 8.617652e-03 3.426146e-02
## PC97 0.0182042864 1.945283e-02 2.524553e-02 -5.918820e-04 2.085471e-02
## PC98 -0.0257984557 -5.834159e-03 -1.193121e-02 5.206333e-03 -4.023980e-03
## PC99 -0.0058220685 -1.221983e-02 -6.675742e-03 1.164367e-02 -3.492726e-03
## PC100 0.0095130252 2.741231e-02 1.322711e-02 -1.520409e-02 1.500100e-02
## PC101 0.0258347478 -2.055368e-02 1.423689e-02 2.593624e-02 2.010311e-05
## PC102 0.0178792098 -6.807002e-03 1.597256e-02 1.190219e-02 1.950499e-02
## PC103 0.0496538671 2.535656e-02 3.131755e-02 2.101089e-02 2.306548e-02
## PC104 0.0038751472 1.332341e-02 8.641915e-03 1.259542e-02 8.831756e-03
## PC105 0.0121565640 7.629306e-03 1.414092e-02 1.473332e-02 8.348994e-03
## PC106 0.0186945717 1.350226e-02 2.229551e-02 -8.690136e-04 2.843027e-02
## PC107 -0.0115885145 -2.268969e-02 -4.009652e-03 -1.289070e-02 -1.938633e-02
## PC108 -0.0331706315 -1.983777e-02 -4.099482e-02 -2.700772e-02 -3.325810e-02
## PC109 0.0060096465 -1.829268e-02 -2.941768e-03 -1.338689e-02 -1.272678e-02
## PC110 0.0053100085 -7.653077e-04 -9.348956e-03 -4.990864e-03 -7.842433e-03
## PC111 0.0101793134 1.465051e-02 1.412854e-02 5.318611e-04 1.098681e-02
## PC112 0.0128683116 -1.490086e-02 8.596602e-03 -3.364470e-03 -5.143461e-03
## PC113 -0.0311718054 -2.494327e-03 -2.036544e-02 -1.936340e-02 -6.665338e-03
## PC114 0.0430284367 2.500647e-02 2.799997e-02 3.283299e-02 3.016518e-02
## PC115 0.0378316533 1.958397e-02 2.341699e-02 1.863469e-02 2.335707e-02
## PC116 -0.0058115384 -1.065317e-02 -7.124687e-03 -8.212587e-03 -8.884544e-03
## PC117 0.0040600415 -3.106401e-02 -7.787708e-04 2.024774e-02 -9.494195e-03
## PC118 0.0251163635 -5.776856e-03 9.981332e-03 1.353435e-02 -1.987436e-03
## PC119 -0.0148722129 4.894196e-03 -1.128865e-02 -1.973734e-02 -6.513280e-03
## PC120 0.0030689725 -7.141701e-05 8.632457e-03 -1.235352e-03 4.078576e-03
## PC121 0.0077841589 1.445858e-02 7.903585e-03 -1.389163e-02 7.334292e-03
## PC122 0.0021078555 1.491298e-02 -2.349960e-03 6.585782e-03 2.735392e-03
## PC123 0.0029198287 1.812920e-02 1.585858e-02 1.398376e-02 1.518436e-02
## PC124 0.0225034010 -2.274510e-02 1.315155e-02 7.876732e-03 -2.053305e-03
## PC125 0.0321293915 -3.443052e-03 1.790923e-02 1.923042e-02 1.043635e-02
## PC126 0.0123314887 -3.177606e-03 9.119131e-03 1.918832e-03 3.853225e-03
## PC127 0.0083313308 1.644278e-02 1.929660e-02 -1.007166e-02 8.904854e-03
## PC128 0.0032696451 9.211697e-03 1.235963e-02 -8.268705e-03 9.465299e-03
## PC129 0.0067480022 2.316882e-02 1.326007e-02 1.970546e-02 1.523360e-02
## PC130 -0.0076959632 -1.918588e-02 -1.202239e-02 2.898662e-02 -2.873431e-03
## PC131 0.0023948985 -5.957081e-03 -2.584771e-03 -1.397175e-02 -3.571162e-03
## PC132 -0.0145872544 -6.378930e-03 -1.328296e-02 -2.065048e-02 -2.132788e-02
## PC133 0.0061006724 8.191530e-03 -3.786362e-04 1.694231e-02 3.709704e-03
## PC134 -0.0229912846 -2.679051e-02 -3.047926e-02 -3.562254e-02 -4.037081e-02
## PC135 -0.0403575173 -1.101327e-02 -2.758632e-02 -4.579933e-02 -2.194042e-02
## PC136 0.0165579772 -8.799935e-03 1.704875e-02 9.980000e-03 1.232029e-02
## PC137 0.0187463515 1.392397e-02 2.200175e-02 1.661655e-02 2.419545e-02
## PC138 0.0095559051 1.109198e-02 -3.347513e-03 7.571287e-03 -2.408928e-03
## PC139 0.0004641780 -1.176949e-02 -4.826370e-03 2.556338e-04 1.920500e-03
## PC140 0.0184906479 5.525247e-03 1.052697e-02 1.366937e-02 6.210326e-03
## PC141 0.0207842142 -5.233782e-03 1.566746e-02 3.062838e-02 9.042671e-03
## PC142 0.0129742640 8.564594e-03 1.075293e-02 3.929468e-03 1.488322e-02
## PC143 0.0280140636 3.437636e-02 3.510469e-02 2.383656e-02 4.458300e-02
## PC144 -0.0054156815 -9.858725e-03 7.874347e-04 -6.352297e-03 -1.813942e-03
## PC145 -0.0041068045 -1.801316e-02 -1.012859e-02 -1.085336e-02 -1.205424e-02
## PC146 -0.0060345446 -3.492376e-02 -6.738922e-03 -1.339455e-02 -2.869592e-02
## PC147 -0.0208590888 6.038022e-03 -1.855424e-03 -1.543361e-02 -6.256383e-03
## PC148 -0.0060040186 1.232032e-02 8.669208e-04 2.280592e-02 8.575056e-03
## PC149 -0.0090842318 1.609380e-02 -2.415483e-03 1.882743e-03 -4.928275e-03
## PC150 -0.0173623691 -1.940596e-02 -8.267986e-03 -1.448280e-02 -1.686792e-02
## PC151 0.0073959486 5.923556e-03 4.016958e-03 -6.106078e-03 8.993985e-03
## PC152 0.0095675989 -1.409082e-04 -1.052393e-02 1.224849e-03 4.788083e-03
## PC153 -0.0057365790 -1.871697e-02 -1.027831e-02 -1.068813e-02 -1.588028e-02
## PC154 -0.0174585101 1.537912e-02 9.166368e-04 5.269432e-03 3.246194e-03
## PC155 0.0158462596 -1.022663e-02 3.364785e-03 4.864884e-03 8.740694e-04
## PC156 0.0061589294 3.027145e-02 2.614145e-03 1.783590e-02 1.394547e-02
## PC157 0.0114892264 1.020757e-02 5.540682e-03 -1.323268e-02 1.220024e-02
## PC158 0.0086703823 -2.152734e-04 4.509656e-03 -1.323930e-02 -5.552456e-04
## PC159 0.0116344542 1.930305e-02 5.347463e-03 5.638134e-03 4.571665e-03
## PC160 -0.0098172036 -2.033459e-02 -1.626946e-02 -2.243739e-02 -2.225116e-02
## PC161 -0.0056051818 -2.300703e-02 5.602769e-03 -3.777310e-03 -2.904259e-04
## PC162 0.0023546406 -1.701242e-03 1.640830e-02 -1.554200e-03 4.607523e-03
## PC163 0.0036379323 -1.091634e-02 -4.358812e-03 -1.128367e-02 -2.035166e-02
## PC164 0.0196912658 -2.816037e-03 5.509401e-03 1.048015e-03 6.167277e-03
## PC165 0.0105497169 5.339268e-03 1.984587e-02 9.432505e-03 1.248084e-02
## PC166 0.0021778820 3.838148e-03 1.442215e-02 1.496755e-02 1.207231e-02
## PC167 0.0089371284 8.891337e-03 1.012034e-02 1.827323e-02 1.983563e-02
## PC168 -0.0056168964 4.769101e-03 -1.826093e-03 -1.988041e-02 -4.255250e-03
## PC169 0.0183244641 -1.178495e-02 5.281218e-03 1.035161e-02 1.860042e-03
## PC170 0.0028541127 -2.666972e-02 1.197611e-03 -2.145180e-02 -9.185691e-03
## PC171 0.0023237266 9.454897e-03 6.129680e-03 1.183982e-02 7.529501e-03
## PC172 -0.0117754632 1.623272e-03 -6.532960e-03 4.304672e-03 5.130302e-04
## PC173 0.0154303119 -2.273146e-03 -1.197408e-02 9.504097e-03 3.211593e-03
## PC174 0.0285955593 1.060347e-02 1.684261e-03 2.209550e-02 9.121845e-03
## PC175 0.0151073485 4.265275e-03 5.091341e-03 2.238280e-02 4.451249e-04
## PC176 0.0352095393 4.544069e-02 5.120798e-02 3.783571e-02 5.348629e-02
## PC177 -0.0124833586 -1.728579e-02 -2.037060e-02 -2.116123e-02 -2.373813e-02
## PC178 0.0065579047 5.146761e-03 -1.898712e-03 2.491455e-03 -4.625968e-03
## PC179 0.0080063008 -2.258292e-03 8.187031e-03 -9.310932e-04 -1.881103e-03
## PC180 0.0057139713 1.016619e-02 -1.415447e-03 -5.950836e-03 -1.145965e-03
## PC181 -0.0095295364 -8.462004e-03 -1.054306e-02 9.249062e-03 -2.133810e-03
## PC182 -0.0062326717 -1.255377e-02 -1.136523e-02 -3.954907e-03 -7.727768e-03
## PC183 -0.0262204021 -1.254179e-02 -2.575757e-02 -2.681045e-02 -2.329735e-02
## PC184 -0.0024438793 4.414423e-03 -2.016649e-03 1.007863e-03 -7.699977e-03
## PC185 0.0091900139 -1.154431e-02 -1.877947e-02 1.143566e-02 -1.078424e-02
## PC186 0.0336078539 -3.407479e-03 9.927556e-03 1.763116e-02 7.359232e-03
## PC187 0.0225266396 1.128520e-03 1.845163e-02 1.372942e-02 2.202408e-03
## PC188 -0.0122546911 -6.881161e-04 9.755979e-03 -1.328399e-03 6.778428e-03
## PC189 0.0127809878 4.802750e-03 4.515308e-03 6.871482e-03 8.864804e-03
## PC190 -0.0032631797 1.042581e-03 3.582707e-03 -2.777958e-03 2.452590e-03
## PC191 -0.0277127338 -1.361944e-02 -2.917192e-02 -1.109578e-02 -1.958541e-02
## PC192 0.0186614148 1.772529e-02 2.219175e-02 1.603619e-02 1.660999e-02
## PC193 0.0148249522 9.740784e-03 9.808420e-03 1.096545e-02 1.239785e-02
## PC194 0.0051752930 -6.494311e-03 -8.108547e-03 -5.196446e-03 -8.615760e-03
## PC195 0.0040249455 -1.444400e-02 6.365412e-03 1.277242e-02 6.937243e-04
## PC196 -0.0228496535 -1.979821e-02 -2.834956e-02 -6.695783e-03 -2.352019e-02
## PC197 -0.0034964612 2.601106e-02 -2.943987e-03 -6.199232e-03 1.644247e-02
## PC198 -0.0032446685 -6.665218e-03 1.150489e-02 6.648104e-03 9.761685e-03
## PC199 0.0067678814 1.350212e-02 -9.990370e-05 4.550323e-03 3.640203e-03
## PC200 -0.0048973088 -1.578823e-02 8.459693e-04 7.858256e-03 -2.692861e-03
## PC201 -0.0013426363 5.132338e-04 3.336571e-03 -9.956880e-03 1.022638e-04
## PC202 0.0028718113 4.026872e-03 1.368024e-03 2.052969e-02 5.826077e-03
## PC203 -0.0259701374 -7.893215e-03 -8.148982e-03 -1.530829e-02 -5.740778e-03
## PC204 -0.0001990528 1.024569e-02 1.387692e-02 8.768974e-03 1.261579e-02
## PC205 -0.0113071977 -3.006636e-02 -2.079584e-02 -8.276405e-03 -3.886082e-02
## PC206 0.0072620523 -1.002599e-02 -5.355755e-03 -1.208141e-03 -1.242493e-03
## PC207 -0.0120344379 3.142725e-03 -2.533342e-02 7.349440e-04 2.076754e-04
## PC208 0.0236451654 9.035749e-03 1.118674e-02 2.046235e-02 1.109580e-02
## PC209 0.0051387339 1.768888e-02 1.795114e-03 5.641701e-04 1.220837e-02
## PC210 0.0026413765 8.783748e-03 1.076244e-02 6.359347e-03 1.306163e-02
## PC211 0.0063864927 2.043596e-02 1.317466e-02 4.366748e-03 2.088907e-02
## PC212 0.0029745394 1.164542e-02 3.489661e-03 2.151363e-02 2.448932e-02
## PC213 0.0098077610 1.074151e-02 1.308548e-02 9.871096e-03 7.079730e-03
## PC214 -0.0083253305 -1.254336e-02 -9.589973e-03 -1.512430e-02 -1.645486e-02
## PC215 -0.0167416390 -1.359116e-02 -1.004157e-02 -1.973634e-02 -8.889404e-03
## PC216 -0.0077897080 1.707772e-03 -1.645839e-02 -8.878801e-03 -1.178418e-02
## PC217 -0.0011357374 -9.150315e-03 8.027726e-03 3.886130e-03 3.364097e-03
## PC218 -0.0071079897 3.982707e-03 -2.805191e-03 -1.948822e-02 5.593823e-03
## PC219 -0.0056651845 -6.596360e-03 1.129522e-03 -1.486679e-02 -3.336428e-03
## PC220 0.0082714130 1.608993e-02 1.256367e-02 1.537630e-02 2.000625e-02
## PC221 0.0116211232 4.524038e-03 7.313709e-03 1.327897e-02 6.678786e-03
## PC222 -0.0132614254 -1.164798e-02 -5.793574e-03 -5.142320e-03 -1.021811e-02
## PC223 -0.0108830212 -6.964904e-03 -7.056893e-03 -2.144849e-02 -1.976802e-02
## PC224 -0.0050114108 2.274591e-02 5.159566e-03 -4.139978e-03 1.065737e-02
## PC225 -0.0022699425 -1.266123e-02 -1.467598e-03 1.080854e-02 -1.469061e-02
## PC226 0.0071070834 1.343427e-03 1.041180e-02 6.860712e-03 -3.389205e-03
## PC227 0.0155220680 1.081282e-02 -5.062588e-03 -7.947092e-03 8.439475e-04
## PC228 -0.0110457487 -1.005137e-02 -1.175386e-02 -8.466850e-03 -1.715260e-02
## PC229 0.0120102973 1.771275e-02 1.403298e-02 -7.095576e-03 1.677619e-02
## PC230 -0.0069065788 -1.546071e-02 -4.279006e-03 -1.690441e-03 -1.508969e-02
## PC231 0.0044405563 6.480175e-03 1.476065e-02 7.459076e-03 2.110491e-02
## PC232 -0.0005374174 -9.559843e-03 2.044563e-03 -7.461408e-03 3.812373e-03
## PC233 0.0197159941 8.186935e-03 -3.085546e-03 1.132233e-02 5.725822e-03
## PC234 -0.0030372939 -2.965379e-03 -1.352632e-02 -2.062493e-02 -1.925440e-02
## PC235 -0.0042425914 1.771030e-03 -1.066203e-03 -1.150192e-02 -6.376299e-03
## PC236 0.0252300418 2.146638e-03 8.316539e-03 5.248851e-03 1.165154e-02
## PC237 0.0023948431 4.355838e-03 -1.019458e-02 2.098051e-03 -5.766063e-03
## PC238 0.0012214388 -3.353033e-03 -1.285346e-03 5.262807e-03 1.544891e-03
## PC239 -0.0217475366 -1.695501e-02 -6.934276e-03 -9.119125e-04 -1.714333e-02
## PC240 0.0108719353 1.702907e-02 1.872147e-02 1.314638e-02 1.371890e-02
## PC241 -0.0136545063 -8.120476e-03 -8.438308e-03 -6.960656e-03 -4.224130e-03
## PC242 0.0064480386 -9.636929e-03 -6.963746e-03 8.034366e-04 -9.239873e-03
## PC243 -0.0206415751 -1.294261e-02 -6.763125e-03 -2.743478e-02 -2.557926e-02
## PC244 0.0001882260 -2.047924e-02 -1.541664e-02 -4.368469e-03 -2.890768e-02
## PC245 0.0055768930 -3.126835e-03 7.559499e-03 4.748447e-04 -7.170790e-04
## PC246 0.0182766898 3.732597e-03 2.482300e-02 1.042047e-02 1.911080e-02
## PC247 -0.0030326655 -1.169398e-02 -2.556039e-03 -4.642254e-03 2.029236e-03
## PC248 0.0006673975 4.736335e-03 2.176489e-03 6.766101e-03 9.003143e-03
## PC249 0.0076579655 -3.741860e-03 -3.703316e-03 8.853266e-04 -4.883376e-03
## PC250 0.0120214209 1.594447e-02 1.627760e-02 9.456783e-03 7.571562e-03
## PC251 -0.0036883174 -6.868078e-03 -1.933577e-03 -1.426368e-02 -8.325065e-03
## PC252 -0.0123273370 -2.569027e-02 -2.679333e-02 -8.199010e-03 -1.695571e-02
## PC253 0.0049149619 2.710687e-02 1.661690e-02 1.087936e-02 1.548537e-02
## PC254 0.0068613076 1.714605e-04 1.034181e-02 -1.874463e-03 5.581814e-03
## PC255 0.0070278903 -3.119381e-03 5.648150e-03 8.780274e-03 4.656988e-03
## PC256 -0.0184833232 -1.252875e-02 -1.495580e-02 -2.185828e-02 -1.586915e-02
## PC257 -0.0068133622 -4.806728e-03 -1.492856e-02 -1.445403e-02 -1.054456e-02
## PC258 -0.0018440680 -1.145510e-02 -4.710721e-03 -7.783519e-04 -1.339745e-02
## PC259 -0.0140799792 7.730120e-03 1.125635e-03 -1.196654e-02 3.975004e-03
## PC260 0.0047845173 -1.031078e-02 -8.017811e-03 -5.368070e-04 3.681343e-03
## PC261 0.0060491707 -3.103310e-02 -1.041219e-02 3.873735e-03 -1.004467e-02
## PC262 0.0068397735 7.966919e-03 1.038856e-02 1.018672e-02 1.734153e-02
## PC263 0.0051412832 5.824493e-03 -3.502623e-03 1.397792e-02 1.032786e-03
## PC264 -0.0063684192 -1.087260e-03 -8.320635e-03 -1.462912e-02 6.547180e-04
## PC265 0.0122428453 -5.569208e-03 1.037150e-03 1.191914e-02 3.346556e-03
## PC266 -0.0044013582 -3.939769e-03 8.286844e-03 4.183649e-03 -2.406245e-03
## PC267 -0.0029690094 1.140510e-02 8.589725e-03 -3.701397e-03 2.049931e-03
## PC268 -0.0089571574 -1.779357e-02 -1.418949e-02 -8.320748e-03 -1.136819e-02
## PC269 0.0094152110 -4.550095e-03 6.186996e-03 1.204068e-02 -2.017135e-03
## PC270 -0.0083093864 -6.052427e-03 -1.543948e-02 -1.316649e-02 -1.710907e-02
## PC271 -0.0119197325 -4.222907e-03 -1.109505e-02 5.088881e-03 -8.916147e-03
## PC272 -0.0078254858 -2.627388e-03 -4.524432e-03 -6.929522e-03 -1.919685e-03
## PC273 0.0035672190 6.754785e-03 -4.329893e-03 7.637177e-03 1.265511e-02
## PC274 0.0030971920 -1.265023e-03 1.196992e-02 -1.423971e-03 1.706176e-03
## PC275 0.0139382399 9.295138e-03 6.999593e-03 1.628392e-02 1.082422e-02
## PC276 0.0144060389 1.368704e-02 2.251211e-02 8.356807e-04 8.216289e-03
## PC277 0.0153159316 4.627801e-03 6.146386e-03 -9.507932e-03 -5.523226e-04
## PC278 -0.0105626646 -1.848573e-02 -1.964653e-02 -1.210934e-02 -1.083477e-02
## PC279 -0.0099355981 -5.430904e-03 -8.598228e-03 -3.241176e-03 -1.482551e-02
## PC280 0.0078531095 -1.889957e-03 -6.941894e-04 -7.323344e-03 -5.286895e-03
## PC281 0.0060467562 -1.002561e-02 -7.847871e-03 -1.442533e-02 -1.375953e-02
## PC282 0.0123280437 1.123051e-02 1.610060e-02 -9.000712e-05 6.039793e-03
## PC283 -0.0097039234 -1.588619e-02 -1.104388e-02 -7.617243e-03 -2.705578e-02
## PC284 -0.0020411358 1.014027e-02 7.068138e-03 9.657438e-03 2.892382e-05
## PC285 -0.0104715907 -1.076056e-03 -1.181220e-02 -1.229066e-02 -1.160984e-02
## PC286 0.0041308378 -6.098166e-04 9.786546e-03 -9.495879e-03 -4.429653e-04
## PC287 -0.0206684645 -6.281226e-03 -1.687410e-02 -1.913943e-02 -2.237581e-02
## PC288 -0.0098190910 -1.360845e-03 -1.597417e-02 -6.713478e-03 -1.367536e-02
## PC289 -0.0128928666 6.879814e-03 -6.970943e-03 3.184405e-03 -8.496690e-04
## PC290 -0.0094485430 -4.713741e-03 -8.620596e-03 -1.135622e-02 -1.080840e-02
## PC291 0.0118078971 1.865798e-02 2.542818e-03 -2.689883e-03 1.153203e-02
## PC292 0.0040092079 -1.529149e-02 -9.673839e-03 -9.693818e-03 -1.626608e-02
## PC293 -0.0054164705 1.639748e-02 1.483648e-03 5.712853e-03 4.369416e-03
## PC294 -0.0031308969 -1.041423e-02 -1.389012e-03 -7.343300e-03 2.207232e-03
## PC295 -0.0135768221 2.241204e-03 7.676994e-03 -4.124681e-04 4.852537e-03
## PC296 0.0179981709 2.224233e-02 1.451022e-02 3.241580e-02 2.725059e-02
## PC297 0.0154318195 2.829457e-02 1.338721e-02 3.517099e-03 1.355382e-02
## PC298 -0.0075286772 -2.494108e-02 -1.958481e-02 1.397855e-03 -2.200962e-02
## PC299 -0.0139179818 -7.423386e-03 -2.330699e-02 -1.190961e-03 -1.058153e-02
## PC300 -0.0032323724 2.800516e-03 8.371379e-03 -1.101198e-02 1.370918e-03
## PC301 -0.0082312991 4.404490e-03 -7.272554e-03 7.458396e-03 4.702218e-04
## PC302 -0.0092846034 -1.756103e-02 -1.225195e-05 -1.273642e-02 -1.047931e-02
## PC303 -0.0109254586 -5.460257e-03 -1.345114e-02 -1.144309e-02 -1.636359e-02
## PC304 -0.0070864224 -1.829090e-02 -1.774565e-02 -6.448370e-04 -2.360381e-02
## PC305 -0.0206001115 -1.858505e-03 -9.449837e-03 -2.298389e-03 8.600411e-03
## PC306 0.0068495953 5.398033e-03 2.495641e-03 -4.490910e-03 5.796076e-03
## PC307 0.0088266183 -1.100289e-03 5.453243e-03 -9.999360e-03 -7.381371e-03
## PC308 0.0178910966 2.569168e-02 1.793135e-02 1.151021e-02 2.613411e-02
## PC309 -0.0136000856 8.148531e-03 -3.730450e-03 -1.970608e-03 9.381423e-03
## PC310 -0.0262238040 -9.762999e-03 -1.886520e-02 -2.840862e-02 -2.268019e-02
## PC311 0.0022478650 -9.959289e-03 5.603512e-03 1.696424e-02 -6.164245e-03
## PC312 0.0156592776 1.078932e-02 1.916020e-02 4.545185e-03 1.252901e-02
## PC313 -0.0117510172 -1.141028e-04 -1.723464e-02 -1.424535e-02 2.126844e-03
## PC314 0.0021456818 -4.100395e-03 3.125929e-03 -1.698529e-02 -4.605135e-04
## PC315 -0.0271127759 -4.391128e-03 -1.088711e-02 1.488794e-03 -1.268669e-02
## PC316 -0.0270816192 -2.493756e-02 -2.043667e-02 -1.995626e-02 -1.562056e-02
## PC317 -0.0032203460 5.657000e-04 1.192016e-02 -4.965497e-03 7.796667e-03
## PC318 0.0014616547 -6.737520e-03 -1.016883e-02 -8.975038e-03 -1.175305e-02
## PC319 0.0359129821 7.527437e-03 3.264037e-02 1.967705e-02 2.143142e-02
## PC320 0.0058101815 -1.346695e-02 -1.020524e-02 6.362686e-03 -1.430436e-02
## PC321 -0.0233469186 -2.336509e-02 -1.818299e-02 -1.980566e-02 -2.166940e-02
## PC322 0.0068038250 1.399632e-02 1.007319e-02 1.409578e-02 9.006859e-03
## PC323 0.0343581303 3.097570e-02 3.603615e-02 2.472497e-02 3.926785e-02
## PC324 0.0091219868 7.098601e-03 1.682940e-03 1.512717e-02 1.031879e-02
## PC325 -0.0113005946 -1.943377e-02 -1.796581e-02 -9.337381e-03 -1.673790e-02
## PC326 0.0034211105 -3.621395e-03 2.848258e-03 -4.407853e-03 -3.820643e-05
## PC327 0.0167895652 2.517368e-02 7.824611e-03 2.558176e-03 9.060889e-03
## PC328 0.0075445816 -1.459789e-02 -4.166565e-03 1.570861e-02 -1.514102e-02
## PC329 0.0003813380 -3.118251e-03 -9.737269e-04 -8.772842e-04 -2.035355e-03
## PC330 -0.0006449541 1.460610e-02 1.021831e-02 2.212123e-03 2.722117e-03
## PC331 0.0017668281 4.261523e-04 -3.905666e-05 -1.237525e-03 -6.844966e-03
## PC332 0.0117530746 2.455738e-02 9.622448e-03 6.429586e-03 2.606210e-02
## PC333 0.0001756657 -7.744903e-03 -1.019069e-03 -7.350897e-03 -2.322557e-03
## PC334 -0.0023748634 4.577088e-03 -8.409683e-03 -1.012740e-02 -1.172280e-03
## PC335 0.0159142185 1.271341e-02 2.252786e-02 1.073588e-02 1.157088e-02
## PC336 0.0274245087 1.315862e-02 2.769784e-02 1.403654e-02 1.555304e-02
## PC337 0.0076645858 -1.119401e-02 1.798564e-03 7.047554e-03 -3.169873e-03
## PC338 -0.0002148798 1.023184e-02 4.322277e-03 3.931799e-03 8.799509e-03
## PC339 -0.0069881187 2.428991e-03 -6.331993e-03 -1.523286e-02 1.051353e-03
## PC340 -0.0064592125 -1.582610e-02 -1.034453e-02 -2.303928e-02 -1.019537e-02
## PC341 0.0104088164 1.185037e-02 9.056194e-03 2.859804e-03 1.189313e-02
## PC342 0.0035261598 4.737028e-04 6.466378e-03 -8.923568e-03 6.171496e-03
## PC343 -0.0025392910 -6.525230e-03 1.396900e-02 -2.360577e-02 -1.379640e-03
## PC344 0.0022038055 1.565495e-02 2.750196e-03 1.037150e-02 9.859952e-03
## PC345 0.0080478947 -1.306351e-02 -1.763598e-02 -3.114612e-03 -9.873144e-03
## PC346 0.0022049227 -1.287495e-02 -1.038599e-02 -3.362937e-03 -8.737817e-03
## PC347 0.0174169009 6.784699e-03 6.755196e-03 2.393893e-02 6.631965e-03
## PC348 0.0016528184 -2.035859e-02 -1.657282e-03 -1.095541e-02 -1.220504e-02
## PC349 -0.0037362289 -1.278699e-02 5.707266e-04 -1.926941e-03 -2.267599e-03
## PC350 -0.0050309027 -2.116151e-02 -1.049867e-02 1.283390e-02 -6.699489e-03
## PC351 0.0043525131 9.759977e-03 4.697172e-03 -1.238933e-02 8.750821e-03
## PC352 -0.0048074496 5.004028e-03 -1.273185e-03 -3.205896e-03 5.888949e-04
## PC353 -0.0164670896 -2.491144e-03 -1.445014e-02 -1.507759e-02 -5.215152e-03
## PC354 0.0050870730 1.521051e-02 2.422887e-04 9.271461e-03 6.181733e-03
## PC355 0.0306241606 1.227200e-02 3.401489e-02 1.353682e-02 1.932731e-02
## PC356 0.0097536927 1.567234e-02 1.350201e-02 1.936126e-02 1.921484e-02
## PC357 -0.0143305481 -1.817993e-03 -3.062066e-03 -9.267785e-03 -9.501417e-03
## WATO WAUR WEAT WEST WILB
## PC1 6.350208e-01 6.388033e-01 6.383335e-01 5.770963e-01 0.6262591106
## PC2 5.170233e-01 5.168450e-01 5.134352e-01 5.191867e-01 0.5400636760
## PC3 -1.479310e-01 -1.832086e-01 -1.789561e-01 3.394724e-02 -0.0184340583
## PC4 1.485537e-01 4.426315e-02 1.534040e-01 -9.321178e-02 -0.1059909329
## PC5 1.799962e-01 1.658307e-01 1.852947e-01 2.421158e-01 0.2078031840
## PC6 6.420266e-02 -8.632309e-02 2.759926e-02 8.478816e-02 0.0007005466
## PC7 1.676506e-01 1.673770e-01 1.609727e-01 1.510504e-01 0.1436797800
## PC8 -4.116232e-02 -6.879059e-02 -4.055519e-02 -3.437928e-02 -0.0169291464
## PC9 -2.825778e-02 -2.116648e-02 -2.233570e-02 6.343522e-02 0.0065006448
## PC10 1.270248e-01 1.242716e-01 1.335454e-01 6.998142e-02 0.0813428250
## PC11 7.703609e-02 4.132134e-02 7.069001e-02 2.860846e-02 0.0237860856
## PC12 3.531820e-02 3.027327e-02 3.669860e-02 9.597866e-02 0.0732074642
## PC13 -4.494814e-02 1.338570e-02 -4.820035e-02 2.639626e-02 0.0639358858
## PC14 1.543792e-02 -2.487717e-02 7.103542e-03 -3.468869e-02 -0.0443984582
## PC15 1.396940e-02 2.116211e-02 2.356404e-02 -3.387580e-02 -0.0066349695
## PC16 3.419530e-02 2.762803e-02 3.097110e-02 4.182064e-02 0.0665141544
## PC17 -5.423433e-02 -2.647411e-02 -5.364524e-02 -1.291724e-02 -0.0063231295
## PC18 9.829041e-03 3.291566e-02 1.014666e-02 -1.499271e-02 0.0127088956
## PC19 3.828589e-03 -2.198432e-03 5.268395e-03 -9.364209e-04 0.0230532983
## PC20 -3.533189e-03 2.663194e-02 1.113443e-02 -1.823939e-02 -0.0050596856
## PC21 -1.757346e-02 -4.927564e-04 -6.171686e-03 1.398721e-03 -0.0041215869
## PC22 4.739824e-02 6.521679e-02 5.084557e-02 -1.226181e-02 0.0087347105
## PC23 -1.058711e-02 -1.357293e-02 -2.546921e-03 -5.145854e-02 -0.0265703252
## PC24 1.827531e-02 -3.448007e-02 6.844164e-03 -6.010454e-02 -0.0353462913
## PC25 3.964692e-02 -3.986676e-03 4.332346e-02 -2.650882e-02 -0.0166555915
## PC26 -1.930175e-02 -2.720827e-02 -1.505272e-02 1.398887e-02 -0.0041723209
## PC27 3.966099e-02 1.796198e-02 3.661617e-02 2.418584e-02 0.0197434618
## PC28 1.259649e-02 2.187817e-02 6.754869e-03 8.190941e-02 0.0810498835
## PC29 3.238219e-02 3.405856e-02 2.699214e-02 6.172943e-02 0.0492014338
## PC30 1.674566e-02 4.096867e-02 2.143712e-02 -3.822724e-03 0.0021680145
## PC31 1.157152e-03 -3.893451e-03 -9.594531e-04 1.590671e-02 0.0059607981
## PC32 1.037622e-02 -1.595545e-02 -5.806545e-05 1.773859e-03 -0.0122547732
## PC33 -1.974961e-02 -5.979949e-03 -1.786710e-02 3.596349e-02 0.0489936765
## PC34 -6.363903e-04 1.977867e-03 -5.261384e-03 5.938863e-03 0.0263070538
## PC35 -1.531353e-02 -2.251753e-02 -1.770567e-02 1.661280e-02 -0.0164659676
## PC36 1.558229e-02 6.966261e-03 1.734634e-02 6.880295e-03 0.0071965270
## PC37 1.264409e-02 2.940102e-03 1.086611e-02 1.336929e-02 0.0217963541
## PC38 2.250287e-02 7.798675e-03 1.774529e-02 4.524421e-02 0.0356300230
## PC39 5.528783e-02 2.323781e-02 5.418894e-02 4.541760e-03 -0.0107331408
## PC40 8.131105e-03 6.644865e-03 1.009685e-02 -2.109352e-02 -0.0214485408
## PC41 -4.334967e-03 2.000139e-02 -6.773133e-03 6.585951e-02 0.0419937888
## PC42 -1.870454e-03 2.306741e-02 6.333375e-03 1.795447e-02 0.0333858068
## PC43 -2.964769e-02 -1.137906e-02 -2.337407e-02 -2.818643e-02 -0.0248185908
## PC44 -7.440871e-02 -6.970065e-02 -6.641212e-02 -4.406697e-02 -0.0676138957
## PC45 3.341199e-02 5.702076e-02 3.447666e-02 3.198775e-02 0.0472576286
## PC46 -7.330188e-03 -3.443945e-02 -1.460064e-02 -1.871716e-03 -0.0236875700
## PC47 3.049099e-02 2.091895e-02 2.988659e-02 -1.587328e-02 -0.0113189928
## PC48 1.608201e-03 -1.139583e-02 7.956548e-04 -3.825240e-03 -0.0296558361
## PC49 -2.684206e-02 -3.443659e-02 -2.836161e-02 -4.678504e-02 -0.0261057708
## PC50 1.025042e-02 -2.609001e-02 2.227280e-04 5.891265e-02 0.0180555675
## PC51 2.968111e-02 1.498385e-03 2.186950e-02 -3.956876e-03 -0.0020413869
## PC52 -2.162653e-02 -4.859007e-02 -3.423550e-02 -6.991662e-03 -0.0166481736
## PC53 3.465607e-02 9.743548e-03 2.480343e-02 -6.336825e-03 -0.0004645798
## PC54 -3.375118e-02 -4.987559e-02 -3.107957e-02 -2.510548e-02 -0.0368027655
## PC55 -4.102787e-02 -4.804591e-02 -4.689476e-02 -9.820624e-03 -0.0165735694
## PC56 -7.952674e-03 -1.088606e-02 -1.343269e-02 -2.013684e-02 -0.0186860604
## PC57 2.647060e-02 2.589725e-02 2.437629e-02 -7.806621e-03 -0.0004929018
## PC58 -3.122412e-02 -2.784403e-02 -1.732754e-02 -3.515067e-03 -0.0111259776
## PC59 3.993917e-03 7.825284e-03 3.118780e-03 -3.835737e-03 0.0002896217
## PC60 2.937062e-02 3.441468e-02 3.180069e-02 4.733546e-02 0.0551709314
## PC61 -1.686443e-02 -2.159549e-02 -2.451144e-02 7.163424e-03 0.0080822016
## PC62 3.911644e-03 1.264370e-02 8.598952e-03 1.058504e-03 0.0045640554
## PC63 -1.588917e-03 2.733669e-02 1.436331e-03 1.448629e-02 0.0307214419
## PC64 -1.091912e-02 3.405226e-03 -4.442844e-03 -4.224195e-02 -0.0115133501
## PC65 2.831423e-04 5.514031e-03 -2.786119e-05 -1.319587e-02 -0.0168101421
## PC66 3.367241e-03 -6.661152e-03 -2.823644e-03 7.807261e-03 0.0083531875
## PC67 2.178733e-02 -7.326930e-03 2.299945e-02 3.529087e-03 -0.0110604069
## PC68 -6.745939e-03 -4.230222e-03 -6.661950e-03 9.716743e-03 0.0030876876
## PC69 -1.281056e-02 -6.990150e-03 -1.390322e-02 2.064595e-02 0.0190029375
## PC70 -1.010847e-02 1.573743e-03 -5.776460e-03 -2.392200e-02 -0.0323297408
## PC71 -1.470584e-02 -1.248844e-02 -1.458845e-02 2.277668e-02 0.0082841752
## PC72 1.955531e-02 1.612420e-02 1.955548e-02 2.937289e-02 0.0299597692
## PC73 -2.606723e-03 1.787290e-03 -3.515671e-03 -1.136075e-03 -0.0131231858
## PC74 -2.370362e-02 -1.693767e-02 -2.422708e-02 -1.374985e-02 -0.0146904851
## PC75 -2.509361e-02 -1.953458e-02 -2.169862e-02 7.965032e-03 -0.0189239132
## PC76 8.711762e-03 1.731151e-03 6.923648e-03 -8.631507e-03 0.0024350213
## PC77 -6.637229e-05 2.937779e-03 -3.112159e-03 4.420768e-02 0.0176374520
## PC78 5.731060e-03 3.060368e-03 9.226497e-03 -2.100620e-02 -0.0166773439
## PC79 -2.784468e-03 9.497958e-03 2.527097e-03 5.854062e-03 0.0024110953
## PC80 -1.320613e-02 -3.241688e-03 -8.562387e-03 -3.032716e-03 -0.0095937592
## PC81 8.100620e-03 -2.525169e-03 6.813754e-03 -9.639001e-03 -0.0113459724
## PC82 1.773375e-02 1.240147e-02 2.531614e-02 9.744090e-03 0.0152421016
## PC83 1.331438e-02 7.121794e-04 1.664662e-02 2.113261e-03 0.0092402999
## PC84 6.548705e-03 2.403074e-03 9.864493e-03 4.300651e-03 0.0102708167
## PC85 -3.451816e-03 -3.417788e-03 -1.021634e-02 3.559865e-02 0.0366599601
## PC86 -3.375755e-02 -3.221603e-02 -3.466494e-02 4.729293e-03 -0.0016677393
## PC87 -2.269023e-02 -1.886345e-02 -1.915401e-02 -3.711063e-02 -0.0345468863
## PC88 -4.375092e-02 -4.104540e-02 -4.740054e-02 1.813017e-03 -0.0020390766
## PC89 -4.570115e-03 8.596859e-03 -1.026652e-02 -4.524291e-02 -0.0231528294
## PC90 -1.191659e-02 4.268240e-03 -3.334474e-03 -1.347247e-02 -0.0073811286
## PC91 -2.371459e-02 -9.491541e-03 -1.349153e-02 6.787085e-04 0.0043992933
## PC92 -1.473994e-02 -5.797998e-03 -2.312952e-02 7.219017e-03 0.0059517192
## PC93 1.061702e-03 1.591170e-02 5.300920e-03 2.643186e-02 0.0253748378
## PC94 -1.488912e-02 -4.133743e-03 -1.412663e-02 1.502432e-03 -0.0052739981
## PC95 1.006307e-03 -9.693308e-03 -1.064477e-02 -1.072472e-02 0.0053772360
## PC96 2.199237e-02 3.613806e-02 2.454688e-02 1.823232e-03 -0.0032148397
## PC97 6.840498e-03 2.845514e-02 1.188720e-02 3.403806e-03 0.0136021722
## PC98 9.904518e-03 -9.927807e-03 2.913094e-03 -1.767047e-02 -0.0242154783
## PC99 -6.843187e-03 -4.917890e-03 -9.619091e-03 -4.383873e-03 -0.0123127951
## PC100 2.498167e-02 2.261598e-02 2.716697e-02 4.607791e-03 0.0074037064
## PC101 9.418964e-05 -5.095769e-03 -1.022043e-02 3.505015e-02 0.0236796730
## PC102 1.790211e-02 7.684484e-03 1.041581e-02 4.200315e-04 0.0229114464
## PC103 2.931704e-02 2.525848e-02 2.858053e-02 3.837790e-02 0.0571453946
## PC104 5.112420e-03 1.258308e-02 4.821614e-04 1.848457e-02 0.0055792519
## PC105 3.558912e-04 1.608718e-02 3.579377e-03 1.355080e-02 0.0159448638
## PC106 3.250342e-02 2.179311e-02 2.522173e-02 1.464580e-03 0.0125858753
## PC107 -2.637954e-02 -1.041863e-02 -2.988964e-02 -1.675651e-02 -0.0087044548
## PC108 -1.656392e-02 -3.608229e-02 -1.580758e-02 -3.091212e-02 -0.0346483674
## PC109 -1.739179e-02 -5.904223e-03 -2.088650e-02 -8.619781e-03 0.0074477608
## PC110 1.481784e-03 -1.100444e-02 -6.321027e-03 -6.833866e-03 -0.0060642908
## PC111 1.036380e-02 1.003675e-02 9.927862e-03 6.107903e-03 0.0043903493
## PC112 -1.711987e-02 -7.550434e-03 -1.669402e-02 -6.592994e-04 0.0120028715
## PC113 -2.155739e-03 -1.007182e-02 4.217354e-03 -2.360451e-02 -0.0321180493
## PC114 2.744256e-02 1.493349e-02 2.470349e-02 3.475977e-02 0.0403991594
## PC115 2.388840e-02 2.546884e-02 2.464929e-02 4.006098e-02 0.0366512832
## PC116 -8.607217e-04 -1.802789e-02 -4.969581e-03 -3.000641e-03 -0.0100579963
## PC117 -2.085901e-02 -1.871818e-02 -2.162406e-02 1.061669e-02 0.0017226912
## PC118 6.428560e-03 7.301560e-03 -5.385536e-04 2.175194e-02 0.0204949010
## PC119 2.546179e-03 1.363722e-03 -4.821711e-05 -9.646718e-03 -0.0154266788
## PC120 5.581109e-04 3.361193e-03 -1.090224e-03 -7.493038e-03 0.0141111688
## PC121 -8.279851e-03 2.288805e-02 -4.890514e-03 -1.247690e-02 0.0089351474
## PC122 7.272432e-03 8.077351e-03 1.199511e-02 8.606466e-03 -0.0034094479
## PC123 5.663459e-03 2.152379e-02 1.099598e-02 8.589785e-03 0.0022198116
## PC124 -1.448130e-02 -4.250384e-03 -1.803628e-02 1.723533e-02 0.0193620392
## PC125 -5.707465e-03 4.801302e-03 -6.360513e-03 1.600464e-02 0.0236478597
## PC126 -1.057202e-02 4.416066e-03 -1.428985e-02 5.897847e-03 0.0108363014
## PC127 4.219187e-03 2.062235e-02 6.347570e-03 7.508879e-03 0.0136167736
## PC128 -9.481067e-04 1.722912e-02 4.708855e-03 -1.033156e-02 -0.0056677009
## PC129 1.977989e-02 1.299246e-02 1.731514e-02 2.327851e-02 0.0101928086
## PC130 -4.432443e-03 -5.341267e-03 -7.307817e-03 2.125611e-02 -0.0036787499
## PC131 -1.951394e-02 -6.458957e-03 -2.095242e-02 -2.403334e-02 0.0049140176
## PC132 -1.499731e-02 -1.606183e-02 -8.899142e-03 -1.482778e-02 -0.0248049161
## PC133 1.692721e-02 3.074501e-03 1.435698e-02 1.875230e-02 -0.0013294742
## PC134 -3.231052e-02 -3.413883e-02 -3.386408e-02 -2.367538e-02 -0.0236555170
## PC135 -1.452213e-02 -1.448913e-02 -1.390592e-02 -3.367904e-02 -0.0382219820
## PC136 1.213316e-02 1.720592e-03 4.843020e-03 8.016564e-03 0.0212189041
## PC137 2.450381e-02 2.414125e-02 2.396615e-02 1.898225e-02 0.0180670990
## PC138 1.622178e-02 5.722657e-03 1.572442e-02 -1.353879e-02 0.0107980694
## PC139 4.846401e-03 -5.728846e-03 -1.401662e-03 -1.951405e-02 -0.0004000424
## PC140 1.500309e-02 1.450376e-02 1.429433e-02 2.100271e-02 0.0121934404
## PC141 3.212787e-03 3.871794e-03 -4.211426e-04 2.454517e-02 0.0224754273
## PC142 -4.955769e-04 2.296210e-02 2.675999e-03 4.003772e-03 0.0041794409
## PC143 4.285243e-02 3.805673e-02 3.958004e-02 3.190100e-02 0.0379430786
## PC144 -2.194869e-02 -2.843058e-03 -1.800424e-02 -7.616857e-03 -0.0031991271
## PC145 -1.536921e-02 -1.674308e-02 -1.754873e-02 -1.670872e-02 -0.0089307095
## PC146 -3.196359e-02 -2.253730e-02 -2.758357e-02 -2.945840e-02 -0.0150824163
## PC147 -2.861428e-03 6.210342e-03 -1.378199e-03 -1.784389e-02 -0.0139008649
## PC148 4.842832e-03 9.321885e-03 1.154114e-02 1.762531e-02 -0.0009328215
## PC149 6.446261e-03 5.799967e-03 1.146108e-02 -3.566318e-03 -0.0081579120
## PC150 -1.953422e-02 -1.655054e-02 -2.127183e-02 -1.307355e-02 -0.0111312672
## PC151 1.167484e-02 4.792195e-03 1.475609e-02 4.516928e-03 0.0134555121
## PC152 -4.799649e-03 1.027861e-02 -4.412730e-03 1.363390e-03 0.0045989046
## PC153 -1.376039e-04 -1.960084e-02 -1.901534e-03 -9.672544e-03 -0.0171834423
## PC154 3.489385e-03 1.054259e-02 3.826043e-03 -2.648472e-03 -0.0052893174
## PC155 -2.423267e-02 -1.216862e-03 -1.799666e-02 5.301850e-03 0.0077185540
## PC156 2.787490e-02 7.556243e-03 2.756721e-02 3.229877e-02 0.0156351982
## PC157 1.182696e-02 1.643452e-02 1.119378e-02 -5.433107e-03 0.0106666521
## PC158 -9.003790e-03 1.250084e-03 -6.569044e-03 -1.316399e-02 0.0051390761
## PC159 1.713528e-03 8.227519e-03 6.752296e-03 8.211709e-03 0.0195042393
## PC160 -2.630149e-02 -1.830738e-02 -2.717799e-02 -9.177079e-03 -0.0087455983
## PC161 -2.061435e-02 -1.112261e-02 -2.065232e-02 1.688544e-03 -0.0113810417
## PC162 5.094050e-03 1.007072e-02 1.583308e-04 -8.620351e-03 -0.0002942896
## PC163 -1.270270e-02 -2.251614e-02 -1.450492e-02 -1.046309e-02 -0.0005082757
## PC164 1.052566e-02 2.666465e-03 1.137134e-02 8.343581e-03 0.0083888220
## PC165 -8.078981e-03 1.662294e-02 -5.142417e-03 3.378700e-03 0.0126981351
## PC166 8.363428e-03 1.230834e-02 7.229749e-03 1.202777e-02 0.0094302862
## PC167 2.666497e-02 6.426816e-03 2.268737e-02 2.337089e-02 0.0043294199
## PC168 -1.342099e-02 -3.133924e-03 -1.385991e-02 -2.994768e-02 0.0010604471
## PC169 7.514941e-03 -5.368868e-03 1.100691e-03 7.680757e-03 0.0127628198
## PC170 -2.027492e-02 -1.723702e-02 -1.768420e-02 -1.328323e-02 0.0026863053
## PC171 1.531354e-02 1.355160e-02 1.321105e-02 1.557310e-02 0.0084135899
## PC172 3.700782e-03 5.856994e-03 3.536593e-03 -4.560175e-03 -0.0056397953
## PC173 1.418913e-02 -4.393394e-03 9.541620e-03 1.204775e-02 0.0156660346
## PC174 2.523660e-02 1.268890e-02 2.395725e-02 2.282637e-02 0.0259303638
## PC175 6.943167e-03 -2.766729e-03 5.706409e-03 1.642291e-02 0.0050098065
## PC176 4.209355e-02 5.302717e-02 4.336270e-02 3.666784e-02 0.0406933709
## PC177 -2.684028e-02 -6.827421e-03 -2.326529e-02 -1.624696e-02 -0.0137813211
## PC178 2.765785e-03 1.245267e-03 6.056625e-03 -3.082713e-03 0.0003013022
## PC179 -1.032291e-02 1.678228e-03 -1.143829e-02 -3.807305e-04 0.0057427090
## PC180 -1.203462e-03 4.700996e-03 1.794006e-03 3.567437e-03 0.0003154932
## PC181 1.166027e-02 -1.332280e-02 8.948784e-03 5.765948e-03 -0.0110153167
## PC182 -9.552343e-03 -9.666663e-03 -9.389362e-03 -1.247282e-03 -0.0007527769
## PC183 -1.634927e-02 -2.053654e-02 -1.596486e-02 -2.252776e-02 -0.0220749112
## PC184 -1.744443e-04 3.601994e-03 3.382590e-03 -7.757702e-03 -0.0042927606
## PC185 1.202530e-03 -1.783831e-02 2.708284e-03 1.781330e-02 -0.0045405322
## PC186 -4.314311e-05 1.454851e-03 4.816673e-03 3.256747e-02 0.0299840787
## PC187 -2.835123e-03 -1.983156e-03 -3.127688e-03 2.437807e-02 0.0229239001
## PC188 4.037213e-03 5.242361e-03 2.144430e-03 6.874363e-03 -0.0038600447
## PC189 4.442305e-03 5.771506e-03 3.003394e-03 4.252992e-03 0.0126253711
## PC190 4.880904e-03 -1.990383e-04 4.579782e-03 3.413156e-03 0.0028157562
## PC191 -1.980582e-02 -1.821102e-02 -1.896315e-02 -2.037765e-02 -0.0268560708
## PC192 1.943249e-02 2.066327e-02 2.111296e-02 2.109993e-02 0.0124061034
## PC193 5.894078e-03 6.049934e-03 6.464272e-03 2.295313e-02 0.0152200787
## PC194 1.748471e-03 -5.672343e-03 -4.601253e-04 1.871367e-03 0.0053235844
## PC195 1.330784e-03 -1.072552e-02 -4.503622e-03 9.862058e-04 0.0043764713
## PC196 -2.999222e-02 -1.359563e-02 -2.183850e-02 -8.885804e-03 -0.0240115176
## PC197 3.383653e-02 1.424390e-02 3.375144e-02 -2.105279e-02 0.0022248904
## PC198 1.050227e-02 9.769350e-03 -1.937172e-04 1.231898e-02 0.0064411942
## PC199 1.157627e-02 9.295814e-03 1.433031e-02 1.161397e-02 0.0014643410
## PC200 -4.409187e-03 -1.490661e-03 -1.032154e-02 7.630547e-03 0.0029625064
## PC201 -1.449759e-02 -1.612558e-03 -8.853834e-03 -1.355958e-02 0.0025386100
## PC202 6.116795e-03 -1.742027e-03 4.389072e-03 1.519367e-02 0.0075550151
## PC203 -1.611005e-02 -3.473512e-03 -1.423527e-02 -2.245497e-02 -0.0138655209
## PC204 1.814546e-03 1.900432e-02 3.437153e-03 -6.099061e-03 0.0051954515
## PC205 -4.008664e-02 -3.234102e-02 -4.331855e-02 -1.867895e-02 -0.0108178579
## PC206 -3.486714e-03 -8.284265e-03 -1.540885e-03 -2.539820e-03 0.0011147129
## PC207 -3.780793e-03 -3.022091e-03 7.103194e-04 -1.287655e-02 -0.0115957917
## PC208 1.090781e-02 1.464533e-03 1.283384e-02 1.650996e-02 0.0201580765
## PC209 1.310683e-02 1.537553e-02 1.375092e-02 5.649177e-03 0.0087870536
## PC210 1.029046e-02 1.297343e-02 7.335774e-03 2.951514e-03 0.0022953665
## PC211 1.412834e-02 2.036081e-02 1.859139e-02 -3.872371e-05 0.0120500209
## PC212 1.900735e-02 1.244771e-02 1.203313e-02 2.767097e-02 0.0036417190
## PC213 1.203795e-02 1.288376e-02 1.440309e-02 2.188888e-02 0.0090281080
## PC214 -1.440530e-02 -1.369332e-02 -1.524684e-02 -5.915192e-03 -0.0104863406
## PC215 -4.695134e-03 -1.786494e-02 -2.098658e-03 -1.162552e-02 -0.0132800471
## PC216 -1.000902e-03 -2.506926e-03 -9.553847e-04 -2.426282e-02 -0.0152010610
## PC217 3.000569e-03 -3.837911e-04 -2.997204e-03 7.648342e-03 0.0035233268
## PC218 4.602647e-03 2.947617e-03 4.274893e-03 -4.947012e-03 -0.0125590435
## PC219 -1.336729e-02 7.032249e-03 -1.133689e-02 -1.779624e-02 -0.0057592181
## PC220 2.823327e-02 1.074934e-02 2.734525e-02 1.502958e-02 0.0084576320
## PC221 1.597265e-03 1.432941e-02 3.685825e-03 1.305929e-02 0.0092232390
## PC222 -1.808943e-02 -1.327633e-02 -1.820729e-02 -5.956322e-04 -0.0084499787
## PC223 -7.598052e-03 -1.444973e-02 -6.905724e-03 -6.263490e-03 -0.0099070834
## PC224 1.284563e-03 1.476005e-02 9.293595e-03 -1.003124e-02 0.0002764850
## PC225 -8.302745e-03 -1.089366e-02 -7.503295e-03 5.020893e-03 -0.0041856177
## PC226 1.662583e-03 6.200796e-03 8.836841e-04 8.443922e-03 0.0088854410
## PC227 6.012509e-03 -1.489878e-03 3.873589e-03 -7.547095e-03 0.0062667291
## PC228 -1.961376e-02 -8.046065e-03 -1.286964e-02 -6.809345e-03 -0.0138601249
## PC229 1.062304e-02 2.077492e-02 1.382170e-02 2.111016e-03 0.0155677194
## PC230 -1.457557e-02 -2.237363e-02 -1.548429e-02 -4.541463e-03 -0.0072585005
## PC231 2.816534e-02 1.251587e-02 2.591833e-02 1.391388e-02 0.0199210340
## PC232 3.128192e-04 4.213929e-03 3.905024e-03 -9.723886e-03 -0.0029336719
## PC233 1.292068e-02 8.903387e-03 4.637420e-03 2.577442e-02 0.0225043451
## PC234 -2.047713e-03 -1.248764e-02 9.047760e-04 -1.005972e-02 -0.0107815071
## PC235 -8.847300e-03 -2.671729e-03 -1.090261e-02 -2.203740e-02 0.0017734767
## PC236 7.060038e-03 1.034454e-02 6.179181e-03 1.178440e-02 0.0227589141
## PC237 -4.070873e-03 -7.638281e-03 -3.506431e-03 3.400190e-04 0.0004603815
## PC238 7.212810e-03 -5.868406e-03 4.917705e-03 -3.179246e-03 -0.0055897674
## PC239 -1.224081e-02 -1.462033e-02 -1.503259e-02 -2.170665e-02 -0.0189848960
## PC240 2.064018e-04 1.650810e-02 6.376980e-03 2.351022e-02 0.0189056524
## PC241 -1.000993e-02 -4.535817e-03 -1.159117e-02 -1.915891e-02 -0.0115650083
## PC242 3.495372e-03 -1.916925e-02 6.133839e-04 4.370105e-03 0.0036807381
## PC243 -1.911411e-02 -1.844019e-02 -2.217985e-02 -8.430022e-03 -0.0208921410
## PC244 -1.708999e-02 -2.307409e-02 -2.303236e-02 -4.666499e-03 -0.0068273231
## PC245 -1.782085e-02 -1.206523e-03 -1.400563e-02 -1.060952e-02 0.0050980222
## PC246 8.081226e-03 1.555799e-02 5.264784e-03 2.516585e-02 0.0144829999
## PC247 2.800479e-03 -9.038138e-03 -2.346700e-03 -8.914111e-03 -0.0021023680
## PC248 1.446409e-02 1.335060e-02 6.590321e-03 3.596908e-03 -0.0015526884
## PC249 -6.734075e-03 -5.434510e-03 -4.181870e-03 1.224366e-02 0.0075855594
## PC250 1.144106e-02 1.363015e-02 9.477673e-03 1.460683e-02 0.0145092531
## PC251 -1.896274e-02 3.137941e-03 -2.281938e-02 -1.154518e-02 -0.0015972568
## PC252 2.084046e-03 -2.084168e-02 7.997018e-04 -7.633295e-03 -0.0208178216
## PC253 1.683062e-02 1.519445e-02 1.645922e-02 -5.858754e-04 0.0107812195
## PC254 3.950229e-03 5.419422e-03 3.595132e-03 -6.341533e-03 0.0040661685
## PC255 4.235046e-03 2.446244e-03 4.286617e-03 8.597976e-03 0.0027700352
## PC256 -1.707837e-02 -1.793466e-02 -2.061979e-02 -1.269125e-02 -0.0207793234
## PC257 -4.988884e-03 -1.076705e-02 -1.995446e-03 -1.675149e-02 -0.0105148907
## PC258 -7.578491e-03 -1.048705e-02 -7.723727e-03 4.494315e-03 -0.0054639346
## PC259 8.573133e-03 5.277504e-03 8.625325e-03 -2.031700e-02 -0.0125014866
## PC260 4.483037e-03 -6.118922e-03 -6.065561e-04 -5.276681e-05 0.0040489534
## PC261 -1.269145e-02 -2.698683e-02 -1.915735e-02 1.058159e-02 0.0056454164
## PC262 1.646834e-02 1.488273e-02 1.875474e-02 -1.371879e-02 0.0084994337
## PC263 9.344144e-03 -5.301492e-03 5.102321e-03 7.693749e-04 0.0076292246
## PC264 -9.746771e-03 -7.532468e-03 -7.741215e-03 -1.224577e-02 -0.0085746951
## PC265 9.365325e-04 -3.945184e-04 1.433144e-03 7.141767e-03 0.0148786881
## PC266 -1.932327e-02 1.312617e-03 -1.307741e-02 7.778237e-03 0.0032366077
## PC267 9.017482e-03 9.690497e-03 8.724183e-03 1.653755e-03 -0.0105436061
## PC268 1.438076e-03 -1.503197e-02 -2.356233e-03 -1.002587e-02 -0.0072447866
## PC269 -7.802751e-03 -6.621147e-03 -7.448077e-03 2.053893e-02 0.0039386211
## PC270 -1.702014e-03 -1.146259e-02 -2.890545e-03 -2.479674e-02 -0.0176111229
## PC271 -1.006163e-02 -8.234850e-03 -9.232261e-03 -1.065719e-02 -0.0092445706
## PC272 -2.010900e-04 -3.387716e-03 -4.251698e-03 -1.192150e-02 0.0001188438
## PC273 -3.606940e-03 5.525120e-03 3.204105e-03 9.929910e-03 0.0114548073
## PC274 1.227156e-02 -2.316171e-03 7.187285e-03 -3.655981e-03 -0.0062269952
## PC275 1.114964e-02 7.534113e-03 1.506712e-02 2.450391e-02 0.0207631940
## PC276 2.110713e-03 9.408614e-03 9.713859e-04 3.371395e-03 0.0108178473
## PC277 8.465565e-03 -4.153407e-03 8.575947e-03 -1.116663e-02 0.0060924228
## PC278 -1.132177e-02 -1.424817e-02 -1.175316e-02 -2.572276e-03 -0.0098700809
## PC279 -2.002790e-02 -1.117874e-02 -1.462551e-02 7.631738e-03 -0.0092866845
## PC280 -3.690052e-03 -3.419183e-03 -5.045845e-04 -1.018521e-02 0.0023195256
## PC281 -1.883726e-02 -4.842582e-03 -1.690583e-02 -8.370475e-03 0.0095727886
## PC282 -1.537251e-02 1.812294e-02 -5.018937e-03 4.058112e-03 0.0111698156
## PC283 -2.544582e-02 -1.485012e-02 -2.538016e-02 -6.894397e-03 -0.0143618722
## PC284 5.308560e-03 6.102310e-03 5.010028e-03 5.913190e-03 0.0061963007
## PC285 -7.629192e-03 -6.066339e-03 -9.994030e-03 -1.454304e-02 -0.0196173436
## PC286 -2.019403e-03 3.546157e-03 -7.229735e-03 -1.220957e-03 -0.0019481108
## PC287 -1.121401e-02 -1.960494e-02 -1.342986e-02 -1.049266e-02 -0.0186177461
## PC288 -1.276087e-02 -8.702703e-03 -8.812015e-03 -1.151911e-02 -0.0143867710
## PC289 1.170284e-02 1.871684e-04 1.209216e-02 -6.513958e-03 -0.0078828734
## PC290 -6.951344e-03 -4.150519e-03 -5.425194e-03 -1.800158e-02 -0.0054462014
## PC291 -4.234337e-03 7.394653e-03 -3.090849e-04 4.184264e-03 0.0097692446
## PC292 -1.947067e-02 -1.889675e-02 -1.962565e-02 -1.256867e-02 -0.0010094490
## PC293 1.098133e-02 5.238215e-03 1.317422e-02 -1.959276e-03 0.0002794483
## PC294 3.532140e-03 -9.471610e-03 2.230765e-03 -2.547139e-03 -0.0046296652
## PC295 3.328196e-03 -4.457802e-03 4.136162e-03 -2.958551e-03 -0.0068264693
## PC296 2.116613e-02 2.089637e-02 2.294625e-02 2.515669e-02 0.0192344244
## PC297 2.649468e-02 2.226076e-02 2.798866e-02 9.032250e-03 0.0175214973
## PC298 -2.158705e-02 -2.772067e-02 -2.687616e-02 1.005238e-02 -0.0106456642
## PC299 6.982232e-05 -1.947264e-02 -9.236390e-04 -1.155074e-02 -0.0153498785
## PC300 -1.121349e-02 5.324785e-03 -7.275610e-03 -7.563695e-03 0.0003489095
## PC301 1.317153e-02 3.623196e-03 1.718215e-02 -5.522711e-03 -0.0053834450
## PC302 -8.677784e-03 -1.341611e-02 -9.199658e-03 -6.835344e-03 -0.0124526261
## PC303 -9.997806e-03 -1.199113e-02 -1.245925e-02 -1.301052e-02 -0.0133123741
## PC304 -1.257212e-02 -1.948450e-02 -1.190474e-02 8.308543e-03 -0.0042779385
## PC305 1.230968e-03 6.041895e-03 -4.902189e-04 -2.934050e-03 -0.0157481463
## PC306 1.625735e-03 1.448425e-02 8.063788e-05 -5.994501e-03 0.0033529765
## PC307 -7.230074e-03 -1.054054e-03 -7.374931e-03 -5.744738e-03 0.0103600502
## PC308 2.024102e-02 2.538455e-02 1.810476e-02 3.584577e-03 0.0125790206
## PC309 7.366635e-03 9.630912e-03 8.071101e-03 -7.380409e-03 -0.0109591566
## PC310 -1.076137e-02 -1.579464e-02 -8.483867e-03 -3.259733e-02 -0.0273231467
## PC311 -2.038494e-02 -3.600233e-04 -1.389682e-02 1.221907e-02 0.0027631873
## PC312 2.386638e-03 2.449193e-02 3.146474e-03 5.282427e-03 0.0131539553
## PC313 -4.263107e-03 -8.066763e-03 3.326503e-03 -2.099230e-02 -0.0119360129
## PC314 -1.178185e-02 1.446441e-05 -1.458742e-02 -1.607170e-02 -0.0031085559
## PC315 -1.094144e-02 -5.666969e-03 -1.336946e-02 -1.039589e-02 -0.0243695523
## PC316 -1.672179e-02 -2.079336e-02 -2.122786e-02 -2.568978e-02 -0.0277851808
## PC317 -5.691037e-03 1.605295e-02 9.560320e-04 -9.692694e-03 -0.0006146358
## PC318 -1.188257e-02 -7.755592e-03 -1.093321e-02 -1.125030e-02 -0.0043401062
## PC319 1.221014e-02 1.471444e-02 1.314555e-02 2.703727e-02 0.0398592573
## PC320 -1.918656e-02 -1.170187e-02 -1.483425e-02 5.781200e-03 0.0102869363
## PC321 -1.860848e-02 -2.459885e-02 -2.550260e-02 -2.078794e-02 -0.0212188753
## PC322 9.975691e-03 1.006619e-02 1.047135e-02 1.142801e-02 0.0076780492
## PC323 3.182901e-02 3.787967e-02 2.842887e-02 4.028412e-02 0.0354344580
## PC324 4.995229e-03 8.038634e-03 1.553353e-03 7.314703e-03 0.0081510488
## PC325 -1.892162e-02 -1.842567e-02 -2.057463e-02 -7.292287e-03 -0.0120445820
## PC326 -1.349523e-03 4.784584e-04 3.945331e-06 -6.557432e-03 0.0002593971
## PC327 1.636935e-02 1.546048e-02 8.664914e-03 5.575288e-03 0.0143228175
## PC328 -1.920158e-02 -7.422538e-03 -2.322969e-02 -1.477590e-03 0.0119546324
## PC329 1.773182e-02 -3.110823e-03 1.650801e-02 7.026741e-03 0.0048996946
## PC330 -3.586975e-03 1.129783e-02 -4.301373e-03 1.160004e-02 0.0030161328
## PC331 -4.436087e-03 3.053455e-03 -3.503494e-03 3.748650e-03 -0.0033762721
## PC332 2.174132e-02 2.249153e-02 2.204594e-02 1.235200e-02 0.0110548380
## PC333 -4.737179e-03 -6.818090e-04 -9.740508e-03 8.465737e-05 0.0068985141
## PC334 -7.444692e-03 -1.023559e-02 1.535020e-03 -5.893094e-03 -0.0054741723
## PC335 8.282388e-03 1.762558e-02 7.989347e-03 2.051081e-02 0.0182887665
## PC336 1.023029e-02 1.780306e-02 1.373475e-02 5.974905e-03 0.0284255572
## PC337 -1.214968e-03 3.921309e-03 -5.662337e-03 1.048627e-02 0.0076860057
## PC338 -8.653483e-04 8.553841e-03 3.580625e-03 1.012697e-02 -0.0013729889
## PC339 7.790926e-03 3.310752e-03 8.464980e-03 -2.040467e-02 -0.0134874755
## PC340 -2.916422e-02 -1.493858e-02 -1.971045e-02 -1.362994e-02 -0.0068189586
## PC341 3.972821e-05 1.190964e-02 1.602487e-03 -5.086181e-03 0.0134628123
## PC342 1.194515e-02 4.045447e-04 1.368610e-02 -7.215825e-04 0.0024270394
## PC343 -4.507342e-03 5.824558e-03 -6.876982e-03 -8.390591e-03 0.0006757638
## PC344 1.261605e-02 5.597332e-03 1.495827e-02 1.205161e-02 0.0005633881
## PC345 -1.244095e-02 -1.582037e-02 -1.223185e-02 2.935215e-03 0.0110206211
## PC346 -1.796846e-03 -1.487768e-02 -8.002487e-03 -2.384465e-03 -0.0103053471
## PC347 8.221409e-03 1.284608e-02 9.557125e-03 1.901327e-02 0.0183283403
## PC348 -1.611490e-02 -9.207442e-03 -2.099614e-02 -3.815157e-03 -0.0065826787
## PC349 -1.132626e-02 -4.379255e-03 -1.478900e-02 5.260631e-03 -0.0070101617
## PC350 -1.154334e-02 -1.964994e-02 -1.148330e-02 -1.431758e-03 -0.0016581133
## PC351 1.513231e-02 8.278493e-03 9.408717e-03 -3.339677e-03 0.0036308182
## PC352 9.613920e-03 2.552742e-03 8.610794e-03 -1.426890e-02 -0.0083823505
## PC353 1.615301e-03 -3.790047e-03 1.343564e-04 -2.075988e-02 -0.0087353647
## PC354 1.435262e-02 1.107386e-02 1.162777e-02 7.745726e-03 -0.0009841603
## PC355 1.674391e-02 2.592273e-02 1.871311e-02 1.709495e-02 0.0285480268
## PC356 1.775560e-02 2.558882e-02 1.790116e-02 8.752984e-03 0.0143253799
## PC357 -3.922728e-03 -7.187792e-03 -2.017636e-03 3.627643e-04 -0.0101656592
## WIST WOOD WYNO
## PC1 0.6264385858 6.445276e-01 6.274117e-01
## PC2 0.5374950967 4.866371e-01 5.335705e-01
## PC3 0.0059635527 -1.490777e-01 7.685508e-03
## PC4 -0.1395956247 2.100405e-01 6.256204e-02
## PC5 0.2231101878 2.051559e-01 2.116401e-01
## PC6 0.0166081637 1.262593e-01 1.128224e-01
## PC7 0.1370426774 1.048447e-01 2.172581e-01
## PC8 -0.0022716026 -7.634787e-03 -5.945399e-02
## PC9 0.0148557073 -4.534708e-02 1.322256e-02
## PC10 0.0724477032 1.061461e-01 9.714613e-02
## PC11 0.0205153389 7.293031e-02 2.621834e-02
## PC12 0.0882936963 3.215873e-02 4.976735e-02
## PC13 0.0604375147 -5.679825e-02 -6.295609e-03
## PC14 -0.0538738132 3.024712e-02 2.386878e-02
## PC15 -0.0111002416 4.055142e-03 -2.114251e-02
## PC16 0.0634226124 1.228851e-02 4.094710e-02
## PC17 -0.0039016612 -6.206078e-02 -2.057295e-02
## PC18 0.0140197263 5.787261e-03 -3.888977e-03
## PC19 0.0328700934 2.026664e-02 -2.984542e-02
## PC20 -0.0096747512 -3.227204e-02 -1.531460e-02
## PC21 -0.0014943523 -1.141622e-02 -2.076870e-02
## PC22 -0.0117184456 1.933705e-02 4.256434e-02
## PC23 -0.0250656512 -4.627686e-03 -1.684337e-02
## PC24 -0.0447868072 4.599858e-02 -2.535161e-02
## PC25 -0.0210686155 4.927168e-02 1.228395e-02
## PC26 0.0089663908 -5.940088e-03 4.463184e-03
## PC27 0.0165054634 3.618166e-02 6.665557e-03
## PC28 0.0841034149 -2.121434e-03 4.398945e-02
## PC29 0.0443236697 1.619538e-02 7.776136e-02
## PC30 -0.0072495006 1.757257e-02 3.936631e-04
## PC31 0.0153809330 1.752890e-03 2.151570e-02
## PC32 -0.0042196773 2.123109e-03 1.476141e-02
## PC33 0.0493783099 -1.894015e-02 -1.474098e-02
## PC34 0.0281314592 -2.584876e-02 3.635313e-03
## PC35 -0.0157569920 -8.383641e-03 -1.655452e-02
## PC36 0.0092500324 1.910461e-02 2.256204e-02
## PC37 0.0131159251 1.596322e-02 3.296009e-02
## PC38 0.0494182425 1.667244e-02 3.498234e-02
## PC39 -0.0138437470 6.208811e-02 2.925287e-02
## PC40 -0.0176457973 1.697417e-02 1.839688e-03
## PC41 0.0443965144 -1.360364e-02 6.184251e-03
## PC42 0.0389278791 -2.495930e-03 -7.428743e-03
## PC43 -0.0249282905 -2.994576e-02 -3.465522e-02
## PC44 -0.0625329841 -6.404571e-02 -5.358096e-02
## PC45 0.0424278464 2.760593e-02 3.720778e-02
## PC46 -0.0307615736 -4.465964e-03 1.815317e-02
## PC47 -0.0231009968 2.481965e-02 -4.095176e-03
## PC48 -0.0277398920 -8.700897e-04 -1.542618e-02
## PC49 -0.0256066426 -1.967113e-02 -4.489446e-02
## PC50 0.0203187473 9.177238e-03 4.347596e-02
## PC51 0.0008075276 3.792874e-02 -4.404056e-03
## PC52 -0.0150375676 -1.038866e-03 -1.082017e-02
## PC53 -0.0067814759 4.429492e-02 1.033201e-02
## PC54 -0.0217493589 -2.694885e-02 -3.882827e-02
## PC55 -0.0156498943 -4.131999e-02 4.352443e-03
## PC56 -0.0175250831 -8.953637e-03 -1.044805e-02
## PC57 -0.0013646202 2.669367e-02 1.222935e-03
## PC58 -0.0020885637 -1.557312e-02 -7.770512e-03
## PC59 -0.0055162777 1.920851e-03 1.843554e-02
## PC60 0.0491996332 2.663910e-02 5.104979e-02
## PC61 0.0017955912 -2.175217e-02 -3.100386e-03
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## PC352 -0.0106641690 1.391582e-02 -9.722159e-04
## PC353 -0.0157719092 8.891124e-03 -1.085987e-02
## PC354 0.0003709030 2.416244e-02 6.244160e-03
## PC355 0.0232230756 6.996483e-03 1.305509e-02
## PC356 0.0114625669 8.946188e-03 1.916722e-02
## PC357 -0.0089373144 -1.565888e-02 -1.673396e-02Additional Variables
(file: additional_variables)
We start by loading the data. Then we inspect it by printing the number of columns, rows and the first 5 rows of each column.
We see that are 100 columns with additional information for each day in the dataset. Many entries are zero and there are some NA entries, so we should investigate those.
# load data and inspect it
additional_variables <- readRDS('/Users/Jonas/Library/Mobile Documents/com~apple~CloudDocs/Documents/MBD/01. Term 1/Programming R/00. GA/additional_variables.RData')
sprintf('Number of rows: %d', nrow(additional_variables))## [1] "Number of rows: 6909"sprintf('Number of columns: %d', ncol(additional_variables))## [1] "Number of columns: 101"head(additional_variables)We start by finding the percentage of missing values. For all columns, the number of missing values is <10%.
# find number of missing values per column
data.table(
column = colnames(additional_variables[,2:101]),
n_missing = round(100 * sapply(data.table(sapply(additional_variables[,2:101], is.na)), mean), 2))Next, we investigate the values which are zero. To do that, we create a custom function which finds zero, just like is.na() finds NAs.
The results show that all columns have around 70-75% of values which equal zero. This is very important, since it means that the dataset doesn’t contain a lot of information. Also, some types of models like neural networks don’t deal well with sparse data.
# find number of values equal to zero per column
is.zero <- function(input){
output <- input == 0
return(output)
}
data.table(
column = colnames(additional_variables[,2:101]),
n_zero = round(100 * sapply(data.table(sapply(additional_variables[,2:101], is.zero)), mean, na.rm = TRUE), 2))To deal with the NA values, we do a linear imputation. We chose the linear imputation because in a time series, it is a good assumption that the value of a data point is between it predecessor and successor.
# impute missing values
additional_variables <- data.frame(
Date = additional_variables$Date,
sapply(additional_variables[,2:101], na_interpolation, option = 'linear'))
# confirm there are no more missing columns
data.table(
column = colnames(additional_variables[,2:101]),
n_missing = sapply(data.table(sapply(additional_variables[,2:101], is.na)), sum))Station Info
(file: station_info)
First, we calculate the mean energy output of each station and join the two datasets to compare the mean solar output to the location. We show the data to inspect it.
# find mean of each solar output column
station_mean <- solar_data[, sapply(.SD, mean, na.rm = TRUE), .SDcols = colnames(solar_data[,2:99])]
station_mean <- data.table(station = colnames(solar_data[,2:99]), mean_production_per_station = station_mean)
# join both station_info and station_mean
geodata <- merge(station_info,
station_mean,
by.x = 'stid',
by.y = 'station')
# inspect data
head(geodata)Next, we create a map of the mean energy production for each station. It has a color code from low production (light red) to high production (dark red).
We see that there is a clear pattern, showing higher energy productions towards the west of the state.
# create a color palette for the map
pal <- colorBin(palette = 'Reds',
domain = c(min(geodata$mean_production_per_station),
max(geodata$mean_production_per_station)))
# create the map
leaflet() %>%
addProviderTiles('CartoDB.Positron') %>%
addCircleMarkers(lng = geodata$elon,
lat = geodata$nlat,
popup = paste0('Production: ', round(geodata$mean_production/1000000, 2), ' MJ'),
radius = 5,
opacity = 0.5,
fillOpacity = 0.5,
color = pal(geodata$mean_production_per_station)) %>%
addLegend(title = 'mean energy production (mega joule)',
position = 'topright',
pal = pal,
values = c(min(geodata$mean_production_per_station),
max(geodata$mean_production_per_station)))Our hypothesis is that this trend might be related to the elevation. Therefore, we produce the same graph with elevation instead of energy production in the color code.
We see the same trend, which shows that there is a high correlation between elevation and mean energy production. We calculate the correlation to get the exact value, which is 0.85.
This value is extremely useful for modeling, since all other data is general weather data and there was no way to differentiate between stations. Now, we have a strong way to differentiate between stations.
# repeat the same plotting the elevation
pal2 <- colorBin(palette = 'Reds',
domain = c(min(geodata$elev),
max(geodata$elev)))
leaflet() %>%
addProviderTiles('CartoDB.Positron') %>%
addCircleMarkers(lng = geodata$elon,
lat = geodata$nlat,
popup = paste0('Elevation: ', geodata$elev, ' meter'),
radius = 5,
opacity = 0.5,
fillOpacity = 0.5,
color = pal2(geodata$elev)) %>%
addLegend(title = 'elevation (meter)',
position = 'topright',
pal = pal2,
values = c(min(geodata$elev),
max(geodata$elev)))# get correlation between elevation and energy production
sprintf('Correlation: %g',
round(cor(geodata$elev, geodata$mean_production_per_station), 2))## [1] "Correlation: 0.85"Conclusion
In conclusion, the only differentiating feature between the stations is its elevation. The higher the station, the higher the average energy production. However, if we create a unique model for each station, this feature won’t be relevant anymore, since it would become a constant input.
The additional variables might be helpful, but because the data is so sparse (~75% values are zeros), a PCA of this data might be more useful.
For the principal components (PCs) from the main dataset, the first 20 explain 85% of the variance. However, the correlations between the PCs and the stations are not the same for all stations. Therefore, it might be useful in the modeling stage to find the most relevant PCs for each station. Nonetheless, due to non-linear interactions between PCs, it would also be a valid assumption to take the first 20, as they contain the most information.