Data Analyzed By: Lusi Yang @ Corning Inc.
# Load up the required packages
library(MASS)
library(quantmod)
# Load up Apple's Stock AAPL
getSymbols("AAPL",src="yahoo")
# Read the column names
colnames(AAPL)
# Visualize the AAPL Stock
barChart(AAPL)
Apple's stock is going up over time, but it is definetely not stationary. However, in recent time, Apple's stock volume in trade has been declining as iPhone 8 & 8 Plus was introduced to the public. This decline indicates that investors are losing faith in Apple; thus, Apple stock has become less active than before.
Stationarity
# The original series is not stationary, so it needs differencing
AdjClosed = AAPL[,6]
par(mfrow=c(2,1))
acf(as.ts(AdjClosed), main = "Autocorrelation of AAPL")
acf(diff(as.ts(AdjClosed)), main = "Autocorrelation of AAPL")
Non-stationary: ACF decreases slowly (graph above) Stationary: ACF drops to zero relatively quickly (graph below)
plot(diff(as.ts(AdjClosed)), main = 'AAPL Stock Prices, First Difference')
# APPL % Daily Returns
par(mfrow = c(3,1))
APPLReturns = diff(log(AdjClosed), 1)
plot(APPLReturns, main = "AAPL % returns", col = "navyblue")
hist(APPLReturns , breaks = 100, col="green")
acf(APPLReturns[-1], main = "Autocorrelation plot of returns (Dependency of Returns)")
AAPL % returns series is stationary as it quickly dropped to zero, and the histogram of APPL returns also show that the percentage of return is mostly concentrated around 0. The autocorrelation plot shows that today's stock price does not dependent on yesterday's stock price.
# Mean Returns
meanReturns = mean(APPLReturns[-1])
meanReturns
# Standard Deviation of Returns
stddR = sd(APPLReturns[-1])
stddR
# Distribution of Daily Returns
probs = c(.005, .025, .25, .5, .75, .975, .995)
distMeanReturns = quantile(APPLReturns, probs= probs, na.rm = TRUE)
distMeanReturns
The median daily log return 95% confidence interval is between -0.042 and 0.040.
# The Actual % Return of AAPL
(exp(meanReturns)-1) * 100
Thus, the mean daily return is 0.1016% more than the previous daily price. Although this number is small, it compounds daily at an expoential rate.
The NYSE nad NASDAQ have 252 trading days on average per year. Let's suppose we want to simulate AAPL's stock price in the next 1000 days.
# Random Walk Simulation for Stock Prices
par(mfrow = c(1,1))
N = 1000 # 1000 trading days
mu = meanReturns
sigma = stddR
day = 1:N
priceInit = AAPL$AAPL.Adjusted[[length(AAPL$AAPL.Adjusted)]] # the latest daily price
# Simulate prices
set.seed(386)
price = c(priceInit, rep(NA, N-1))
for(i in 2:N) {
price[i] = price[i-1] * exp(rnorm(1, mu, sigma)) # new price
}
priceSim = data.frame(day, price)
# Visualize price simulation using ggplot
library(ggplot2)
ggplot(priceSim, aes(x=day, y=price)) +
geom_line() +
labs(y="Price",
x="Day",
title="AAPL: Simulated Prices for 1,000 Trading Days")
This single random walk tells us that investing money in AAPL is not a good idea as there are many dips going on in this simulation over the 1000 trading days.
Read more on this random walk model : http://www.math.ucla.edu/~caflisch/181.1.03f/Lect4-5.pdf
However, the above is just a single random walk simulation -- one of many probabilistic outcomes. We can use Monte Carlo simulation to perform the above random walk process hundres or even thousands of times.
# Monte Carlo Simulation
# Parameters
N = 252 # Number of Stock Price Simulations
M = 500 # Number of Monte Carlo Simulations
mu = meanReturns
sigma = stddR
day = 1:N
priceInit = AAPL$AAPL.Adjusted[[length(AAPL$AAPL.Adjusted)]]
# Simulate prices
set.seed(123)
monteCarlo = matrix(nrow = N, ncol = M)
for (j in 1:M) {
monteCarlo[[1, j]] = priceInit
for(i in 2:N) {
monte_carlo_mat[[i - 1, j]] * exp(rnorm(1, mu, sigma))
}
}
# Visualize the simulation
library(reshape2)
library(ggplot2)
df = data.frame(day, monteCarlo)
long = melt(df, id="day") # convert to long format
ggplot(long, aes(x=day, y=value)) +
geom_line(colour="green", size=1, alpha = 0.3) +
labs(y="Simulated Stock Price",
x="Day",
title="AAPL: Simulated Prices for 252 Trading Days")
# Looking at the last day's stock price of each simulation
probs = c(.005, .025, .25, .5, .75, .975, .995)
dist = quantile(df$X252, probs = probs)
dist
On the last day of the simulation, the 95% confidence interval is between $182.34 - $438.48, with a median estimated price of $238.73.
Here I am going to analyze my boyfriend's portfolio. He is in the tech industy, so his investments are mostly in tech companies.
require(MASS)
require(quantmod)
# Load a few symbols into memory
getSymbols(c("AAPL", "NVDA", "BABA", "AMD", "GLW", "LMT", "RTN", "BA"))
# Plot the prices of these stocks
par(mfrow = c(4,2))
plot(AAPL[,6], main = "AAPL")
plot(NVDA[,6], main = "NVDA")
plot(BABA[,6], main = "BABA")
plot(AMD[,6], main = "AMD")
plot(GLW[,6], main = "GLW")
plot(LMT[,6], main = "LMT")
plot(RTN[,6], main = "RTN")
plot(BA[,6], main = "BA")
pausing 1 second between requests for more than 5 symbols pausing 1 second between requests for more than 5 symbols pausing 1 second between requests for more than 5 symbols pausing 1 second between requests for more than 5 symbols
The financial crisis in 2008 had a great hit on American firms, i.e., Apple, Advanced Micro Devices, Corning, Lockheed Martin Corporation, Raytheon, and Boeing. Alibaba was not affected since it made its initial public offering in 2014.
# Trading Volume
par(mfrow = c(4,2))
plot(AAPL[,5], main = "AAPL")
plot(NVDA[,5], main = "NVDA")
plot(BABA[,5], main = "BABA")
plot(AMD[,5], main = "AMD")
plot(GLW[,5], main = "GLW")
plot(LMT[,5], main = "LMT")
plot(RTN[,5], main = "RTN")
plot(BA[,5], main = "BA")
Why Volume?
Volume is the number of shares traded over a designated period. High volume indicates an active market and buyer interest is strong. Low volume reflects a lack of faith in the company. Volume typically follows a trend -- expanding on rallies and decreasing on reactions. Volume is useful to see how strong a change in expectations really is.
Here we can see Apple's volume is declining. This is possibility due to the lack of interest of the new iPhones. This potentially affected the trading volume of its supplier, Corning. In fact, the correlation for Apple adjusted closing price and Corning's adjusted closing price is 0.58. Advanced Micro Devices' trading volume is increasing as its stock price improves. BABA's trading volume is constant despite its high IPO volume.
# Find their respective returns based on adjusted closing prices
prices = cbind(AAPL[,6], NVDA[,6], BABA[,6], AMD[,6], GLW[,6], LMT[,6], RTN[,6], BA[,6])
returns = apply(prices,2,function(x) diff(log(x)))
# Display the first 5
head(returns, n=5)
AAPL.Adjusted | NVDA.Adjusted | BABA.Adjusted | AMD.Adjusted | GLW.Adjusted | LMT.Adjusted | RTN.Adjusted | BA.Adjusted | |
---|---|---|---|---|---|---|---|---|
2007-01-04 | 0.021953106 | -0.004722706 | NA | 0.01373723 | 0.035951130 | -0.0026140349 | -0.015081727 | 0.004029246 |
2007-01-05 | -0.007146873 | -0.064705743 | NA | -0.00405074 | -0.025921484 | 0.0035927339 | 0.005828004 | -0.004253170 |
2007-01-08 | 0.004926086 | 0.007399957 | NA | -0.01225130 | -0.021232408 | 0.0179850964 | -0.010318721 | -0.002358504 |
2007-01-09 | 0.079799839 | -0.019655230 | NA | 0.00920257 | -0.009703552 | -0.0009611257 | 0.009543241 | -0.010625860 |
2007-01-10 | 0.046745805 | 0.048145611 | NA | 0.01815481 | 0.026724878 | 0.0104161915 | 0.008108090 | 0.014329184 |
# Pairwise Charts to plot out the scatterplots
pairs(returns)
# Correlation Matrix
cor(returns)
AAPL.Adjusted | NVDA.Adjusted | BABA.Adjusted | AMD.Adjusted | GLW.Adjusted | LMT.Adjusted | RTN.Adjusted | BA.Adjusted | |
---|---|---|---|---|---|---|---|---|
AAPL.Adjusted | 1.0000000 | 0.4222427 | NA | 0.3299176 | 0.4582354 | 0.3547973 | 0.3649621 | 0.4161000 |
NVDA.Adjusted | 0.4222427 | 1.0000000 | NA | 0.4419173 | 0.4769083 | 0.3220669 | 0.3295968 | 0.3799094 |
BABA.Adjusted | NA | NA | 1 | NA | NA | NA | NA | NA |
AMD.Adjusted | 0.3299176 | 0.4419173 | NA | 1.0000000 | 0.3838014 | 0.2705666 | 0.2757785 | 0.3479500 |
GLW.Adjusted | 0.4582354 | 0.4769083 | NA | 0.3838014 | 1.0000000 | 0.3846312 | 0.4197686 | 0.4998704 |
LMT.Adjusted | 0.3547973 | 0.3220669 | NA | 0.2705666 | 0.3846312 | 1.0000000 | 0.7158584 | 0.5606314 |
RTN.Adjusted | 0.3649621 | 0.3295968 | NA | 0.2757785 | 0.4197686 | 0.7158584 | 1.0000000 | 0.5701157 |
BA.Adjusted | 0.4161000 | 0.3799094 | NA | 0.3479500 | 0.4998704 | 0.5606314 | 0.5701157 | 1.0000000 |
Lockheed Martin (LMT) and Raytheon (RTN) have a correlation of 0.715 because they are both defense contractors. Their net incomes are both in the billions. More interestingly, Boeing (BA) has a 0.56 correlation with LMT and 0.57 correlation with RTN. Boeing, Lockeheed, and Raytheon are all defense contractors, and they have joint ventures together. That expains why their stock prices tend to correlate with each other.
# Monte Carlo Simulation
# Parameters
N = 252 # Number of Stock Price Simulations
M = 500 # Number of Monte Carlo Simulations
adjPrices = prices[,1:8]
returns = apply(prices,2,function(x) diff(log(x)))
day = 1:N
# Mean and sd of the returns
meanReturns = matrix(nrow = 1, ncol = 8)
sdReturns = matrix(nrow = 1, ncol = 8)
for (i in 1:8) {
meanReturns[1, i] = mean(returns[,i], na.rm=TRUE)
sdReturns[1, i] = sd(returns[i,], na.rm=TRUE)
}
meanReturns
# The latest daily price
priceInit = matrix(nrow = 1, ncol = 8)
for (i in 1:8) {
priceInit[1, i] = prices[length(prices[,i]),i, na.rm=TRUE]
}
priceInit
# Simulate prices
set.seed(123)
AAPLMonteCarlo = matrix(nrow = N, ncol = M)
NVDAMonteCarlo = matrix(nrow = N, ncol = M)
BABAMonteCarlo = matrix(nrow = N, ncol = M)
AMDMonteCarlo = matrix(nrow = N, ncol = M)
GLWMonteCarlo = matrix(nrow = N, ncol = M)
LMTMonteCarlo = matrix(nrow = N, ncol = M)
RTNMonteCarlo = matrix(nrow = N, ncol = M)
BAMonteCarlo = matrix(nrow = N, ncol = M)
# AAPL
for (j in 1:M) {
AAPLMonteCarlo[[1, j]] = priceInit[1,1]
for(i in 2:N) {
AAPLMonteCarlo[[i, j]] = AAPLMonteCarlo[[i - 1, j]] * exp(rnorm(1, meanReturns[1,1], sdReturns[1,1]))
}
}
AAPLMonteCarlo
# NVDA
for (j in 1:M) {
NVDAMonteCarlo[[1, j]] = priceInit[1,2]
for(i in 2:N) {
NVDAMonteCarlo[[i, j]] = NVDAMonteCarlo[[i - 1, j]] * exp(rnorm(1, meanReturns[1,2], sdReturns[1,2]))
}
}
NVDAMonteCarlo
# BABA
for (j in 1:M) {
BABAMonteCarlo[[1, j]] = priceInit[1,3]
for(i in 2:N) {
BABAMonteCarlo[[i, j]] = BABAMonteCarlo[[i - 1, j]] * exp(rnorm(1, meanReturns[1,3], sdReturns[1,3]))
}
}
BABAMonteCarlo
# AMD
for (j in 1:M) {
AMDMonteCarlo[[1, j]] = priceInit[1,4]
for(i in 2:N) {
AMDMonteCarlo[[i, j]] = AMDMonteCarlo[[i - 1, j]] * exp(rnorm(1, meanReturns[1,4], sdReturns[1,4]))
}
}
AMDMonteCarlo
# GLW
for (j in 1:M) {
GLWMonteCarlo[[1, j]] = priceInit[1,5]
for(i in 2:N) {
GLWMonteCarlo[[i, j]] = GLWMonteCarlo[[i - 1, j]] * exp(rnorm(1, meanReturns[1,5], sdReturns[1,5]))
}
}
GLWMonteCarlo
# LMT
for (j in 1:M) {
LMTMonteCarlo[[1, j]] = priceInit[1,6]
for(i in 2:N) {
LMTMonteCarlo[[i, j]] = LMTMonteCarlo[[i - 1, j]] * exp(rnorm(1, meanReturns[1,6], sdReturns[1,6]))
}
}
LMTMonteCarlo
# RTN
for (j in 1:M) {
RTNMonteCarlo[[1, j]] = priceInit[1,7]
for(i in 2:N) {
RTNMonteCarlo[[i, j]] = RTNMonteCarlo[[i - 1, j]] * exp(rnorm(1, meanReturns[1,7], sdReturns[1,7]))
}
}
RTNMonteCarlo
# BA
for (j in 1:M) {
BAMonteCarlo[[1, j]] = priceInit[1,8]
for(i in 2:N) {
BAMonteCarlo[[i, j]] = BAMonteCarlo[[i - 1, j]] * exp(rnorm(1, meanReturns[1,8], sdReturns[1,8]))
}
}
BAMonteCarlo
0.001015977 | 0.0008188898 | 0.0008483619 | -0.0002061151 | 0.0002610878 | 0.0005701257 | 0.000567686 | 0.0004940213 |
172.5 | 208.69 | 183.21 | 11.12 | 31.67 | 309.99 | 184.71 | 261.75 |
172.5000 | 172.5000 | 172.5000 | 172.5000 | 172.5000 | 172.5000 | 172.5000 | 172.5000 | 172.5000 | 172.5000 | ⋯ | 172.5000 | 172.5000 | 172.5000 | 172.5000 | 172.5000 | 172.5000 | 172.5000 | 172.5000 | 172.5000 | 172.5000 |
170.9930 | 170.9888 | 175.8004 | 173.3219 | 165.1544 | 169.6785 | 173.7832 | 173.2555 | 178.9585 | 173.6324 | ⋯ | 173.2495 | 170.6003 | 177.1067 | 173.4169 | 170.7118 | 168.9737 | 172.6614 | 175.2184 | 169.6906 | 178.1051 |
170.4800 | 170.1374 | 178.3031 | 172.9349 | 168.3548 | 166.6033 | 171.3218 | 171.4548 | 177.3942 | 173.7189 | ⋯ | 174.2865 | 178.1507 | 179.4826 | 168.8263 | 170.8745 | 172.2123 | 172.0418 | 173.4112 | 170.4935 | 178.3279 |
175.3636 | 170.5798 | 173.8406 | 172.7470 | 169.2627 | 168.5061 | 174.5926 | 173.3417 | 175.0001 | 171.2743 | ⋯ | 172.0781 | 176.9767 | 180.9734 | 172.8605 | 172.8095 | 170.8540 | 173.4701 | 177.0455 | 167.8097 | 181.5728 |
175.7582 | 175.5884 | 173.7283 | 176.0093 | 176.7391 | 168.3251 | 177.5542 | 170.3031 | 177.1875 | 169.1453 | ⋯ | 173.8166 | 178.8946 | 178.4833 | 172.1621 | 173.8571 | 172.0833 | 178.2281 | 177.1081 | 167.6402 | 184.9455 |
176.3347 | 175.4952 | 171.2043 | 175.5693 | 179.0491 | 168.7142 | 176.9965 | 165.6236 | 178.7401 | 166.2049 | ⋯ | 175.0573 | 179.1515 | 182.1392 | 172.2839 | 178.1185 | 173.3524 | 178.4499 | 182.2484 | 170.3577 | 190.3688 |
181.8822 | 179.0217 | 165.2900 | 169.6020 | 177.8372 | 171.0868 | 172.4200 | 165.6665 | 181.2865 | 167.6469 | ⋯ | 175.0676 | 177.3896 | 181.6500 | 168.7430 | 174.0663 | 172.9799 | 179.3781 | 182.4030 | 167.6219 | 194.8331 |
183.5389 | 181.1891 | 165.8924 | 169.1945 | 186.9330 | 173.5291 | 174.9059 | 165.7347 | 180.5917 | 169.4996 | ⋯ | 178.6403 | 176.6281 | 181.9224 | 171.7986 | 177.2281 | 173.9785 | 180.1099 | 180.7305 | 166.6831 | 194.8922 |
179.7099 | 181.0136 | 165.8314 | 170.9710 | 196.6136 | 172.9103 | 178.5713 | 172.9007 | 184.3555 | 170.7914 | ⋯ | 182.2845 | 179.6712 | 185.1511 | 172.5147 | 170.5256 | 175.9492 | 178.6069 | 182.5002 | 165.5880 | 190.9435 |
177.7471 | 176.4100 | 165.7179 | 172.9977 | 192.6678 | 172.1437 | 177.8337 | 169.4378 | 180.8012 | 168.4661 | ⋯ | 179.4091 | 189.2701 | 186.2360 | 174.7416 | 171.3969 | 178.2818 | 177.5785 | 184.4785 | 164.8423 | 191.0802 |
176.5480 | 174.9891 | 166.5139 | 175.0488 | 194.4503 | 172.5403 | 179.6898 | 170.1172 | 180.8306 | 163.4569 | ⋯ | 177.0916 | 194.6310 | 188.7677 | 170.7756 | 172.9569 | 176.9615 | 179.2567 | 190.1409 | 161.9716 | 190.4874 |
180.5471 | 173.6745 | 169.2725 | 170.1232 | 193.9310 | 175.9529 | 179.0077 | 172.7018 | 178.8015 | 165.1475 | ⋯ | 179.4657 | 200.4482 | 183.8433 | 172.7764 | 171.2401 | 178.1548 | 177.6298 | 196.8413 | 164.9334 | 196.8367 |
181.8701 | 173.9943 | 170.0542 | 171.3966 | 194.7635 | 177.4474 | 181.3382 | 176.0793 | 181.1244 | 164.8048 | ⋯ | 181.1840 | 199.4968 | 179.1690 | 170.0579 | 169.1349 | 177.9758 | 175.9848 | 199.9891 | 159.2505 | 194.9580 |
183.3340 | 178.1722 | 168.4039 | 174.4962 | 195.7379 | 182.1303 | 181.1510 | 176.2253 | 181.7207 | 164.8589 | ⋯ | 180.7224 | 194.3646 | 182.7045 | 172.5563 | 166.7612 | 183.4167 | 179.9029 | 203.9545 | 154.1119 | 194.1632 |
183.8755 | 185.6425 | 166.4251 | 178.6125 | 191.6651 | 182.2911 | 180.2466 | 174.1289 | 185.4660 | 168.0288 | ⋯ | 177.8404 | 196.7976 | 186.5547 | 170.2164 | 165.8350 | 183.9595 | 178.7891 | 198.6484 | 155.1333 | 194.3698 |
182.2839 | 190.9234 | 166.2112 | 178.0928 | 192.8194 | 186.1000 | 180.7820 | 174.1057 | 192.4519 | 165.5947 | ⋯ | 180.4497 | 198.1456 | 188.1694 | 172.5343 | 172.9044 | 184.8938 | 177.6118 | 201.2031 | 154.1627 | 188.4948 |
188.2547 | 190.6735 | 167.2836 | 177.2742 | 199.0043 | 189.1849 | 180.0721 | 180.2893 | 193.1214 | 169.1089 | ⋯ | 177.2261 | 203.2057 | 188.6232 | 174.1087 | 174.5387 | 190.9649 | 174.6642 | 198.5299 | 155.7144 | 187.1814 |
190.0920 | 185.0997 | 164.4399 | 182.1269 | 198.6364 | 191.4129 | 178.4037 | 182.0008 | 191.5208 | 168.0634 | ⋯ | 180.0599 | 199.2398 | 187.1376 | 172.9240 | 176.1283 | 189.9300 | 173.3608 | 205.2490 | 155.4315 | 186.4863 |
183.8593 | 184.0338 | 164.0779 | 177.0769 | 198.2732 | 193.0005 | 177.6022 | 175.7942 | 188.9773 | 166.1513 | ⋯ | 181.3709 | 200.3833 | 187.5249 | 175.9982 | 176.0346 | 190.4142 | 176.3047 | 205.7419 | 154.6207 | 186.1505 |
186.3149 | 184.5082 | 167.0434 | 175.9094 | 203.3834 | 192.2545 | 177.7574 | 180.4033 | 188.3022 | 165.7236 | ⋯ | 184.5098 | 198.7431 | 180.5139 | 178.2830 | 177.5939 | 189.2171 | 185.0775 | 206.4898 | 156.6832 | 183.2702 |
184.9703 | 187.4422 | 166.8973 | 177.5010 | 206.8103 | 192.0837 | 178.5842 | 182.2998 | 188.2646 | 167.0261 | ⋯ | 185.1397 | 206.2794 | 183.6689 | 174.9971 | 174.3515 | 183.6135 | 180.8088 | 200.8448 | 156.4728 | 182.9537 |
181.7366 | 190.8142 | 165.0410 | 172.7305 | 201.1441 | 193.0510 | 183.6157 | 182.3782 | 195.1284 | 166.5918 | ⋯ | 182.1800 | 206.8810 | 176.6791 | 179.6638 | 173.4998 | 183.5823 | 183.4278 | 197.9507 | 157.0479 | 178.9236 |
181.2299 | 193.3052 | 164.4144 | 173.7527 | 202.1541 | 193.4123 | 179.4935 | 182.5066 | 191.5119 | 164.1584 | ⋯ | 185.7826 | 205.5591 | 179.1942 | 178.0571 | 166.5335 | 181.0362 | 187.7214 | 196.3539 | 156.6498 | 175.6448 |
178.1917 | 188.8424 | 167.8175 | 179.7294 | 208.2899 | 196.8253 | 179.0505 | 182.2147 | 188.0803 | 163.5189 | ⋯ | 183.4588 | 205.4139 | 176.2970 | 182.9149 | 168.3404 | 184.3994 | 187.1189 | 194.8244 | 158.9212 | 174.9860 |
176.1161 | 191.8609 | 169.6099 | 179.8993 | 213.7205 | 196.6495 | 181.2207 | 183.2192 | 186.9346 | 156.5759 | ⋯ | 180.8491 | 201.9307 | 176.7574 | 181.1306 | 170.1676 | 185.8298 | 191.6554 | 201.5345 | 153.6229 | 173.0119 |
174.3807 | 190.5636 | 173.4900 | 179.2083 | 215.5130 | 196.6076 | 187.0753 | 181.7983 | 189.0551 | 155.3490 | ⋯ | 183.4070 | 198.4850 | 181.4163 | 181.9830 | 172.4543 | 190.6740 | 192.7393 | 203.1547 | 149.2245 | 176.8288 |
169.4899 | 191.3407 | 174.0888 | 180.8849 | 218.4671 | 195.1494 | 188.6642 | 182.8658 | 191.9813 | 156.7505 | ⋯ | 186.1413 | 202.6281 | 180.4778 | 181.8187 | 171.5524 | 189.1447 | 188.6928 | 208.3438 | 147.4074 | 173.6544 |
172.1634 | 191.7848 | 175.5192 | 180.1882 | 214.1642 | 194.8763 | 188.8107 | 180.0977 | 189.1525 | 156.4466 | ⋯ | 184.6211 | 201.4683 | 180.6225 | 177.5139 | 167.5154 | 191.5493 | 194.2575 | 208.1707 | 146.1014 | 177.0868 |
172.8008 | 193.4210 | 173.9920 | 182.9525 | 215.5088 | 194.8402 | 187.9899 | 180.9121 | 189.7654 | 158.5000 | ⋯ | 182.9708 | 199.4695 | 181.4119 | 176.1290 | 168.7754 | 195.6882 | 192.6764 | 212.5512 | 141.6311 | 176.3000 |
169.5714 | 193.7011 | 176.0204 | 186.0549 | 212.1610 | 187.3126 | 189.5478 | 184.6315 | 189.8161 | 160.0137 | ⋯ | 183.0081 | 200.9719 | 182.1400 | 177.7396 | 166.6363 | 198.0614 | 195.2774 | 218.9379 | 142.7240 | 170.4800 |
⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋱ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ |
214.3375 | 272.1254 | 152.5268 | 240.2183 | 232.0265 | 211.3266 | 251.9157 | 274.9787 | 153.9617 | 195.5397 | ⋯ | 201.9280 | 259.5831 | 242.7320 | 217.7698 | 162.9648 | 319.9768 | 281.2898 | 234.5164 | 247.0843 | 158.3652 |
218.7556 | 271.2655 | 152.6864 | 235.8922 | 227.8270 | 209.4213 | 247.4647 | 279.0503 | 151.4059 | 194.1845 | ⋯ | 198.5135 | 269.4166 | 239.5182 | 213.2624 | 163.8684 | 325.8211 | 286.6026 | 240.0489 | 243.5087 | 158.0975 |
221.7014 | 270.5278 | 153.5112 | 232.8571 | 232.7322 | 202.9619 | 248.1805 | 280.5514 | 149.5158 | 194.4181 | ⋯ | 195.2366 | 272.7000 | 239.3809 | 204.7963 | 164.5433 | 316.3991 | 292.5667 | 237.8628 | 247.1852 | 156.3803 |
220.5215 | 271.5213 | 155.1883 | 233.4192 | 234.5956 | 202.7680 | 255.4675 | 287.9155 | 153.2902 | 189.7347 | ⋯ | 192.2019 | 274.3830 | 238.7258 | 203.3641 | 165.8322 | 309.6768 | 283.7143 | 242.7621 | 236.7389 | 156.7496 |
220.9762 | 280.0498 | 155.8609 | 232.3429 | 236.3252 | 207.7126 | 249.0468 | 285.1943 | 155.9873 | 187.5283 | ⋯ | 186.1006 | 267.4664 | 231.8140 | 212.4957 | 169.2951 | 304.6139 | 290.8833 | 238.4674 | 239.1100 | 157.8503 |
218.4949 | 278.7419 | 154.0348 | 233.1747 | 233.0685 | 210.3431 | 251.1957 | 277.0610 | 157.7736 | 194.4211 | ⋯ | 184.7731 | 265.5679 | 230.3135 | 206.1596 | 169.9802 | 298.9242 | 289.0840 | 244.2360 | 237.4111 | 154.4973 |
215.9939 | 280.8493 | 156.8711 | 243.0020 | 241.4050 | 212.1866 | 255.4335 | 282.4657 | 161.0415 | 199.7787 | ⋯ | 182.8514 | 264.9125 | 226.8025 | 202.7627 | 169.5556 | 295.0212 | 289.4638 | 245.6434 | 237.1422 | 151.1391 |
219.5806 | 280.0188 | 161.8729 | 238.5170 | 240.9579 | 216.8401 | 251.3113 | 279.7627 | 160.0145 | 199.1825 | ⋯ | 178.9402 | 266.9455 | 224.8486 | 201.7982 | 166.3106 | 300.3439 | 285.1681 | 244.7367 | 237.0704 | 154.6521 |
215.9387 | 280.4036 | 164.5509 | 237.4888 | 233.6351 | 214.1548 | 251.3349 | 280.6364 | 162.3166 | 196.9877 | ⋯ | 180.7113 | 264.9241 | 223.5867 | 206.6501 | 167.2201 | 302.9509 | 289.5798 | 246.3023 | 243.7233 | 153.9028 |
223.6688 | 282.2327 | 159.2195 | 235.5939 | 233.0412 | 217.1225 | 255.2362 | 289.4853 | 163.0777 | 192.5363 | ⋯ | 179.7152 | 265.1953 | 227.2714 | 206.9737 | 163.7643 | 303.6748 | 295.6958 | 250.9994 | 245.1334 | 155.9118 |
223.5432 | 289.1512 | 163.3259 | 242.1469 | 225.5270 | 215.1256 | 254.3578 | 288.5147 | 160.2791 | 200.0244 | ⋯ | 174.1273 | 267.4860 | 226.7955 | 208.8994 | 162.8621 | 299.8922 | 294.6678 | 249.4962 | 239.1982 | 155.0410 |
224.6106 | 290.0592 | 163.3320 | 239.1567 | 224.5350 | 215.3472 | 253.6367 | 296.7323 | 158.1297 | 200.6290 | ⋯ | 175.6102 | 264.0056 | 229.7725 | 215.2162 | 161.7956 | 302.1746 | 303.8776 | 248.5800 | 243.7459 | 156.0570 |
221.9569 | 293.9921 | 165.0040 | 239.0567 | 223.1116 | 224.0682 | 255.2630 | 291.3954 | 158.4288 | 198.7600 | ⋯ | 180.8375 | 269.2507 | 225.5609 | 221.5307 | 163.0401 | 290.4668 | 305.9001 | 256.8410 | 249.9772 | 157.5001 |
219.9644 | 298.3223 | 166.9763 | 242.6128 | 226.0144 | 228.1266 | 255.2547 | 296.4457 | 159.1606 | 202.7444 | ⋯ | 182.6867 | 259.0217 | 222.4850 | 221.5891 | 158.3817 | 288.2410 | 305.1026 | 258.3993 | 248.1606 | 159.3957 |
215.1802 | 303.4357 | 166.8640 | 238.4098 | 230.2691 | 231.4428 | 253.0461 | 298.0291 | 158.4305 | 199.0895 | ⋯ | 183.5883 | 254.9571 | 231.8097 | 218.9695 | 158.3888 | 294.5030 | 311.8610 | 262.7084 | 252.3050 | 162.5132 |
214.7117 | 300.7117 | 166.8141 | 245.6530 | 227.5980 | 227.2357 | 252.6907 | 294.5171 | 155.8548 | 201.8373 | ⋯ | 192.2053 | 254.8388 | 228.2860 | 217.2513 | 159.6080 | 296.4236 | 320.0307 | 252.6521 | 258.1777 | 161.2312 |
216.5088 | 309.6947 | 169.9831 | 248.8227 | 231.0602 | 224.3640 | 261.4053 | 288.2977 | 150.4178 | 207.1924 | ⋯ | 195.7315 | 253.5520 | 230.3650 | 218.7335 | 159.2420 | 298.2155 | 320.7498 | 255.2274 | 260.7808 | 165.9746 |
217.9601 | 307.9533 | 172.2842 | 244.4454 | 237.1220 | 233.7344 | 265.6952 | 288.9774 | 151.6933 | 206.6429 | ⋯ | 194.5455 | 255.1718 | 233.0214 | 220.7973 | 161.7305 | 305.8203 | 322.6763 | 254.2208 | 256.5949 | 162.3338 |
215.2233 | 307.6973 | 175.4685 | 246.6446 | 234.1339 | 229.5460 | 261.7498 | 290.5633 | 151.0663 | 212.1640 | ⋯ | 193.8452 | 251.7957 | 235.4844 | 224.5725 | 164.1875 | 295.7131 | 326.0234 | 256.4834 | 259.8002 | 159.6098 |
212.4945 | 315.6578 | 183.1126 | 245.9771 | 231.7160 | 230.6418 | 256.3795 | 292.2718 | 152.6775 | 214.7732 | ⋯ | 185.3145 | 249.8106 | 235.1953 | 240.6744 | 164.0745 | 291.2707 | 329.1370 | 255.9079 | 259.0599 | 160.2167 |
210.8526 | 323.2029 | 185.4385 | 247.5781 | 234.6034 | 234.5042 | 255.0313 | 295.3255 | 148.7608 | 212.4573 | ⋯ | 180.8299 | 249.6977 | 233.8367 | 244.4216 | 164.6877 | 288.8776 | 327.3688 | 254.4326 | 259.0095 | 159.1312 |
216.6556 | 317.4295 | 186.3007 | 247.4405 | 235.5940 | 238.9574 | 261.2855 | 293.2572 | 145.6872 | 214.8176 | ⋯ | 173.9425 | 254.0044 | 231.7061 | 252.6983 | 166.5997 | 285.2652 | 328.2612 | 254.5707 | 264.5120 | 157.7818 |
212.6098 | 312.9429 | 179.4259 | 252.3675 | 238.1051 | 243.7947 | 262.8917 | 290.9435 | 145.5519 | 212.4058 | ⋯ | 170.3948 | 255.7128 | 233.6500 | 251.6706 | 167.0643 | 283.2610 | 324.6112 | 255.7649 | 262.5893 | 155.2461 |
212.1612 | 305.9169 | 188.2551 | 246.7315 | 244.2679 | 243.3481 | 259.9539 | 292.4472 | 142.1481 | 210.6476 | ⋯ | 173.9316 | 258.9074 | 234.8916 | 250.9017 | 169.4404 | 290.2498 | 319.2480 | 255.0571 | 262.6983 | 156.3419 |
219.5530 | 307.2021 | 186.8642 | 244.7378 | 246.1752 | 240.1269 | 264.2594 | 289.9880 | 137.4481 | 213.7335 | ⋯ | 171.0681 | 256.4419 | 230.4336 | 247.8113 | 174.5578 | 288.3639 | 320.7182 | 253.8857 | 262.5047 | 156.3461 |
219.3888 | 308.4012 | 194.9768 | 243.9225 | 250.9944 | 239.0843 | 263.9125 | 296.5314 | 139.4841 | 212.1805 | ⋯ | 167.1749 | 264.0247 | 237.7221 | 248.4058 | 175.2682 | 288.3879 | 310.3054 | 261.7258 | 256.3901 | 150.7695 |
214.4566 | 310.6845 | 196.4565 | 239.9599 | 253.9984 | 235.5855 | 259.0593 | 297.7372 | 141.8405 | 212.3056 | ⋯ | 164.1165 | 269.9635 | 240.7069 | 243.3325 | 175.3307 | 287.1418 | 308.9464 | 260.3139 | 260.3079 | 154.5076 |
212.1962 | 314.0145 | 202.0128 | 235.8796 | 256.1898 | 238.4224 | 261.4203 | 294.8537 | 139.4530 | 216.3382 | ⋯ | 159.4483 | 268.2533 | 243.4790 | 244.2094 | 177.6386 | 284.1469 | 308.1088 | 257.3513 | 259.1950 | 152.6798 |
214.2208 | 311.0461 | 201.8309 | 236.0452 | 258.1856 | 243.3816 | 268.7468 | 285.9829 | 138.9329 | 212.0452 | ⋯ | 161.5112 | 270.6132 | 246.7056 | 247.6040 | 181.3883 | 288.9965 | 300.8530 | 253.9300 | 262.3884 | 156.4683 |
213.0362 | 306.0042 | 203.8493 | 235.7402 | 264.3441 | 252.8522 | 271.0694 | 283.0728 | 136.3464 | 218.2590 | ⋯ | 163.0287 | 279.5693 | 248.6240 | 248.9355 | 178.1301 | 289.1845 | 304.5019 | 256.6692 | 260.2592 | 156.9912 |
208.6900 | 208.6900 | 208.6900 | 208.6900 | 208.6900 | 208.6900 | 208.6900 | 208.6900 | 208.6900 | 208.6900 | ⋯ | 208.6900 | 208.6900 | 208.6900 | 208.6900 | 208.6900 | 208.6900 | 208.6900 | 208.6900 | 208.6900 | 208.6900 |
202.4475 | 212.9942 | 201.9836 | 221.5079 | 206.6813 | 195.9704 | 209.4122 | 210.9473 | 206.7931 | 212.8711 | ⋯ | 201.7885 | 207.2561 | 210.7327 | 210.7509 | 206.2867 | 207.6687 | 200.4210 | 214.7695 | 208.0591 | 209.6460 |
206.3171 | 200.9396 | 205.8400 | 223.8875 | 206.5138 | 200.3384 | 217.7469 | 215.4822 | 202.7090 | 215.0276 | ⋯ | 202.0185 | 207.0489 | 211.7624 | 209.9857 | 204.9513 | 200.2177 | 196.8383 | 211.4312 | 198.2037 | 214.5673 |
207.5277 | 190.1475 | 204.3813 | 226.2106 | 208.0070 | 207.8326 | 213.1835 | 217.9232 | 206.5008 | 214.1289 | ⋯ | 197.6755 | 217.2529 | 213.3502 | 213.7490 | 200.8789 | 196.0570 | 188.2993 | 205.7169 | 195.2305 | 222.7346 |
196.1105 | 203.0501 | 211.6024 | 231.9411 | 215.9996 | 207.0833 | 214.5951 | 217.1044 | 204.3568 | 210.3826 | ⋯ | 190.6440 | 218.5593 | 208.6583 | 209.5273 | 201.5473 | 203.3271 | 189.0481 | 209.1924 | 190.6134 | 230.0123 |
186.8662 | 204.9575 | 213.6386 | 227.8830 | 213.9510 | 218.0013 | 221.7204 | 219.5224 | 207.7086 | 208.7271 | ⋯ | 190.8992 | 215.9025 | 207.3904 | 213.7505 | 207.0278 | 200.7553 | 185.9929 | 209.5538 | 190.0201 | 222.9636 |
192.8036 | 209.6936 | 209.5656 | 224.7134 | 215.4012 | 218.5759 | 218.3267 | 223.2891 | 206.4787 | 208.6906 | ⋯ | 182.5958 | 213.3326 | 208.5378 | 209.9029 | 210.4487 | 202.6218 | 193.6352 | 204.9652 | 187.0412 | 216.9655 |
191.8506 | 202.3132 | 206.7341 | 229.7776 | 215.3766 | 214.9665 | 220.0521 | 217.0464 | 202.9225 | 205.2038 | ⋯ | 185.0386 | 212.7603 | 207.2654 | 206.9778 | 208.8041 | 200.6748 | 197.0263 | 206.2412 | 192.7210 | 223.5579 |
193.8400 | 206.9517 | 211.3845 | 239.0143 | 211.6172 | 213.8553 | 216.6164 | 215.6475 | 197.1793 | 201.6077 | ⋯ | 193.1001 | 216.1364 | 206.7008 | 210.2555 | 215.4364 | 192.7662 | 204.5154 | 203.3051 | 197.3037 | 240.8938 |
187.8448 | 205.9520 | 207.1970 | 240.6156 | 214.8444 | 213.2646 | 223.8130 | 213.0599 | 210.0516 | 201.7110 | ⋯ | 187.1480 | 220.0253 | 206.3407 | 214.8458 | 207.0915 | 188.0966 | 205.4229 | 206.4385 | 192.3550 | 241.4420 |
185.6331 | 214.2839 | 211.0498 | 238.3922 | 204.5064 | 214.1572 | 227.3839 | 210.0362 | 216.7780 | 201.7136 | ⋯ | 190.0051 | 221.9050 | 205.6293 | 217.6726 | 205.8596 | 190.7640 | 205.3583 | 209.7420 | 187.3170 | 233.8250 |
177.5990 | 204.5955 | 216.8587 | 242.3783 | 212.5559 | 209.9585 | 223.8992 | 209.7739 | 218.9435 | 197.7106 | ⋯ | 191.3352 | 229.8638 | 210.0241 | 209.2108 | 211.5204 | 188.6900 | 206.9017 | 217.6700 | 191.8309 | 219.5524 |
180.6048 | 200.2682 | 214.5376 | 252.4098 | 217.2435 | 209.8404 | 225.1998 | 203.0969 | 217.2249 | 200.9711 | ⋯ | 192.1506 | 222.7905 | 217.3565 | 201.8437 | 203.8660 | 186.3719 | 212.3407 | 209.3931 | 195.2538 | 216.2621 |
187.9856 | 191.9276 | 213.2506 | 252.8540 | 216.3911 | 208.4388 | 228.7157 | 210.4021 | 217.9459 | 204.8455 | ⋯ | 188.2512 | 225.7718 | 211.6652 | 208.1667 | 199.9838 | 191.4882 | 210.9548 | 218.1055 | 195.0948 | 221.9479 |
195.4155 | 199.9849 | 214.2841 | 245.8061 | 210.6907 | 213.7381 | 227.4876 | 209.8062 | 224.6936 | 205.2321 | ⋯ | 187.1386 | 219.9257 | 208.7401 | 205.6584 | 209.6045 | 181.3462 | 208.9860 | 213.3816 | 189.5877 | 221.3081 |
193.3906 | 202.4246 | 224.2618 | 248.7360 | 197.3901 | 210.2890 | 224.8300 | 212.7890 | 225.0162 | 204.0159 | ⋯ | 189.3851 | 218.7629 | 204.6785 | 202.1246 | 218.6056 | 187.3861 | 211.8581 | 213.6448 | 184.0957 | 215.5841 |
190.0396 | 204.1771 | 222.5155 | 255.6589 | 202.1899 | 209.6199 | 223.7912 | 212.7554 | 228.5373 | 206.1555 | ⋯ | 191.5436 | 220.3854 | 193.3442 | 196.3857 | 204.8247 | 194.4902 | 207.3864 | 205.2024 | 183.1634 | 218.3505 |
199.3540 | 202.4566 | 223.8252 | 254.0908 | 205.8586 | 204.4980 | 224.5529 | 209.8083 | 230.4225 | 205.8373 | ⋯ | 191.5451 | 226.7073 | 184.0364 | 202.6122 | 209.3391 | 192.5002 | 202.9209 | 210.5892 | 178.8475 | 208.7334 |
190.4344 | 204.3969 | 216.4569 | 252.3159 | 209.0626 | 197.0816 | 237.3681 | 203.9326 | 233.2487 | 219.4908 | ⋯ | 193.9491 | 228.0357 | 183.2230 | 203.2798 | 207.0363 | 196.1250 | 202.9073 | 205.4520 | 170.6121 | 210.4067 |
199.4988 | 203.6815 | 216.6252 | 267.1171 | 210.6834 | 195.9958 | 228.0330 | 199.4562 | 241.3701 | 219.2401 | ⋯ | 197.0433 | 227.6724 | 191.4383 | 204.9520 | 207.0287 | 189.3407 | 200.4001 | 214.8029 | 175.6738 | 213.7607 |
209.2379 | 205.5225 | 217.5231 | 265.1012 | 206.4139 | 190.9019 | 229.6094 | 201.1789 | 243.1233 | 222.9268 | ⋯ | 197.8321 | 223.0205 | 185.1944 | 203.4582 | 203.6076 | 181.6707 | 200.8826 | 214.1378 | 178.2506 | 215.1122 |
213.5073 | 206.5874 | 212.7481 | 262.3816 | 206.5995 | 197.4156 | 236.1336 | 200.6931 | 248.5000 | 236.5398 | ⋯ | 198.4142 | 227.2852 | 176.2281 | 201.4952 | 196.5394 | 177.2534 | 199.9194 | 210.0594 | 174.7091 | 214.8336 |
209.9193 | 207.4683 | 217.2196 | 253.1359 | 210.9099 | 204.0840 | 229.2069 | 202.9366 | 249.1234 | 238.1174 | ⋯ | 199.4437 | 238.2473 | 181.8101 | 200.8678 | 190.5070 | 172.6580 | 205.8967 | 215.0716 | 173.6072 | 208.3526 |
206.8956 | 205.1042 | 214.1894 | 249.6046 | 212.4914 | 203.7640 | 227.7946 | 200.9137 | 250.9863 | 249.4887 | ⋯ | 199.7789 | 236.8059 | 186.9502 | 198.8763 | 195.8739 | 167.3739 | 210.6928 | 211.7828 | 174.4780 | 214.6435 |
198.7033 | 214.0499 | 211.8799 | 245.2182 | 221.7756 | 206.7023 | 225.7436 | 207.0929 | 256.4944 | 250.0355 | ⋯ | 202.0038 | 241.5455 | 184.5889 | 200.2433 | 187.4221 | 170.2342 | 212.4017 | 209.4196 | 175.4403 | 211.7657 |
205.7431 | 211.8850 | 218.0161 | 250.7433 | 222.0652 | 207.2328 | 236.6038 | 208.2713 | 260.0570 | 243.6617 | ⋯ | 196.6485 | 247.1661 | 185.7385 | 183.6810 | 182.9593 | 167.3108 | 207.2689 | 212.0961 | 173.5023 | 221.7617 |
211.6305 | 212.5636 | 223.2012 | 254.2948 | 223.5145 | 213.6620 | 234.5713 | 213.0694 | 261.1491 | 248.2450 | ⋯ | 195.5878 | 251.1069 | 179.4886 | 179.0350 | 177.4101 | 174.1870 | 208.7479 | 221.7237 | 182.5278 | 221.5713 |
206.5176 | 211.0482 | 220.6790 | 265.2268 | 211.8602 | 210.2943 | 231.5080 | 211.6820 | 257.4568 | 243.1847 | ⋯ | 198.3587 | 249.5409 | 174.3423 | 182.5077 | 173.4921 | 172.1187 | 209.7797 | 218.2522 | 184.9612 | 215.5159 |
209.2830 | 225.4317 | 229.5480 | 281.0803 | 213.0973 | 205.3663 | 232.3379 | 209.9981 | 251.4375 | 239.6489 | ⋯ | 192.2219 | 251.0690 | 174.9117 | 188.6212 | 179.7818 | 178.4318 | 206.8454 | 213.8052 | 186.4594 | 210.1933 |
205.8895 | 230.5853 | 235.7131 | 271.9012 | 212.6204 | 209.2579 | 228.4263 | 205.8369 | 256.4175 | 236.3439 | ⋯ | 191.5468 | 256.5362 | 169.8530 | 186.9796 | 180.5432 | 182.0784 | 208.0015 | 219.4068 | 186.4887 | 205.5910 |
⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋱ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ |
248.2729 | 245.7450 | 505.6715 | 349.1401 | 145.7376 | 359.2595 | 297.6599 | 260.4092 | 254.0850 | 318.1778 | ⋯ | 224.6574 | 220.3063 | 123.7751 | 369.1751 | 228.1963 | 172.0173 | 233.6587 | 166.0345 | 372.3267 | 427.2389 |
244.6113 | 247.3132 | 500.5522 | 356.4091 | 145.4467 | 355.0483 | 319.7686 | 249.8757 | 244.4960 | 317.1165 | ⋯ | 225.9946 | 226.7028 | 120.1292 | 381.7439 | 238.3199 | 165.6851 | 232.8117 | 164.3400 | 366.4010 | 422.0151 |
247.7908 | 245.0997 | 471.1588 | 367.1197 | 150.7918 | 354.6793 | 325.0630 | 237.2294 | 243.9345 | 324.6769 | ⋯ | 223.0651 | 229.2460 | 121.4208 | 385.8040 | 234.9995 | 155.2382 | 227.0478 | 165.2888 | 361.9448 | 426.1347 |
246.2352 | 244.5809 | 477.6756 | 358.0152 | 149.9749 | 370.0094 | 322.5403 | 238.2205 | 241.7709 | 326.4232 | ⋯ | 223.9786 | 229.1913 | 122.7129 | 394.5185 | 233.8688 | 153.3356 | 225.1058 | 161.7938 | 362.6077 | 425.1084 |
236.0135 | 241.2438 | 473.9309 | 349.8168 | 156.2166 | 391.5595 | 313.5137 | 234.4969 | 236.3387 | 327.9516 | ⋯ | 223.0093 | 225.1562 | 121.4380 | 378.2432 | 245.3916 | 152.4058 | 211.2916 | 157.8166 | 356.8074 | 435.4550 |
238.8678 | 230.7114 | 490.6534 | 349.9275 | 151.9074 | 387.0553 | 314.8847 | 234.4339 | 230.9933 | 329.4048 | ⋯ | 226.9732 | 226.1419 | 119.1572 | 379.1052 | 241.2351 | 160.3579 | 209.2033 | 165.5866 | 354.6557 | 455.0358 |
239.0971 | 227.7485 | 499.6133 | 341.3083 | 153.7735 | 395.6731 | 310.9391 | 235.5018 | 239.9727 | 327.6056 | ⋯ | 221.9132 | 235.6041 | 117.5266 | 393.0751 | 244.0640 | 155.2204 | 209.3461 | 159.1844 | 358.5195 | 447.7769 |
234.1733 | 220.6866 | 497.0293 | 349.5401 | 153.2141 | 400.1355 | 312.1613 | 243.3530 | 243.7700 | 325.1545 | ⋯ | 215.5155 | 254.5164 | 120.4400 | 396.5881 | 246.0940 | 152.8862 | 206.1014 | 163.3238 | 371.4127 | 472.4851 |
228.6316 | 216.0333 | 496.9008 | 346.7874 | 148.1310 | 419.0175 | 308.8363 | 245.6910 | 252.3861 | 320.1463 | ⋯ | 209.4430 | 250.0290 | 124.5709 | 393.0250 | 244.3199 | 153.9860 | 205.1226 | 176.6587 | 370.6586 | 464.6596 |
222.5126 | 218.6270 | 495.2260 | 353.8677 | 152.2654 | 421.6309 | 332.9270 | 253.7077 | 242.1608 | 307.5154 | ⋯ | 201.3766 | 258.4142 | 123.5242 | 412.3443 | 239.8869 | 154.0567 | 198.3616 | 173.5491 | 369.6850 | 450.6835 |
212.1985 | 222.4145 | 505.5699 | 347.1024 | 152.1586 | 419.2399 | 326.9586 | 250.9201 | 240.4226 | 313.6667 | ⋯ | 203.5095 | 259.1530 | 125.2443 | 387.6001 | 242.1725 | 158.5662 | 197.6976 | 177.5958 | 383.4858 | 446.9777 |
211.5041 | 212.9517 | 503.3103 | 350.2996 | 152.3617 | 427.3693 | 316.7261 | 250.1983 | 241.9505 | 328.1641 | ⋯ | 208.8813 | 261.7227 | 126.4790 | 373.0762 | 251.0176 | 151.2728 | 197.7491 | 173.5815 | 389.8471 | 438.0081 |
201.5792 | 207.8573 | 494.2272 | 345.6596 | 159.0530 | 409.3810 | 294.0584 | 241.5588 | 231.5469 | 343.4965 | ⋯ | 211.2312 | 275.3780 | 126.3330 | 378.5027 | 253.1272 | 155.8611 | 198.8736 | 180.0672 | 384.2138 | 447.6148 |
203.6261 | 213.2232 | 497.2727 | 339.8021 | 158.5905 | 416.0776 | 289.0122 | 243.6082 | 227.0336 | 339.2451 | ⋯ | 209.4101 | 290.6114 | 124.0171 | 383.4054 | 252.7463 | 149.0886 | 198.0807 | 183.1741 | 380.4972 | 440.8274 |
201.9336 | 215.1032 | 498.6373 | 351.6669 | 159.0115 | 403.2545 | 284.1113 | 240.4826 | 234.0465 | 332.6266 | ⋯ | 214.5020 | 290.5013 | 125.9130 | 379.6087 | 251.2449 | 150.1982 | 209.9326 | 183.2164 | 369.1737 | 466.4236 |
201.6250 | 210.6537 | 490.5062 | 350.0605 | 163.6014 | 410.7893 | 288.8217 | 234.9407 | 223.4948 | 344.2578 | ⋯ | 224.0265 | 291.4070 | 124.5946 | 378.4775 | 266.2074 | 146.6496 | 212.9438 | 184.3387 | 378.1559 | 467.1316 |
196.3850 | 206.5094 | 472.2428 | 347.2641 | 162.6449 | 417.4363 | 276.8385 | 231.7933 | 224.9755 | 353.5067 | ⋯ | 232.1093 | 295.0874 | 119.5575 | 384.9545 | 268.0961 | 143.3256 | 211.1857 | 183.8861 | 375.1651 | 465.0512 |
201.0578 | 210.6321 | 468.9666 | 350.8341 | 159.7576 | 419.9628 | 265.6971 | 223.1405 | 230.9071 | 345.7351 | ⋯ | 233.2172 | 297.0499 | 116.6617 | 372.0808 | 274.1910 | 145.8766 | 212.6767 | 186.1091 | 374.9798 | 458.9481 |
195.5373 | 215.2343 | 485.0438 | 364.6877 | 166.8232 | 421.8237 | 264.9706 | 214.8685 | 231.3979 | 345.6650 | ⋯ | 225.3152 | 289.4318 | 119.6357 | 369.4121 | 275.3987 | 151.5384 | 219.0731 | 185.2227 | 377.5193 | 454.7626 |
192.8161 | 206.6361 | 468.5712 | 368.3216 | 167.9279 | 441.8651 | 270.3601 | 209.5795 | 230.2213 | 350.3826 | ⋯ | 215.4937 | 283.7440 | 123.2843 | 372.4990 | 279.6354 | 143.8657 | 215.4327 | 180.9166 | 376.1074 | 468.1512 |
192.1768 | 208.0241 | 464.3147 | 394.2587 | 170.2344 | 460.9887 | 266.8488 | 211.3262 | 231.6753 | 340.7587 | ⋯ | 221.2018 | 276.3466 | 126.6923 | 374.9372 | 276.4886 | 141.8531 | 224.6234 | 183.1828 | 386.6502 | 462.3875 |
197.3134 | 207.5803 | 448.9241 | 406.2091 | 165.3968 | 462.0986 | 266.0684 | 210.1913 | 226.7518 | 346.4172 | ⋯ | 219.5789 | 276.8339 | 131.7735 | 391.2689 | 277.2373 | 147.6342 | 224.7878 | 175.6186 | 396.7084 | 456.1735 |
209.1503 | 207.7494 | 433.7488 | 438.9076 | 164.4042 | 482.7751 | 266.7728 | 212.0485 | 227.1499 | 340.2937 | ⋯ | 216.7796 | 280.4961 | 130.4346 | 404.3071 | 276.1542 | 147.6528 | 224.8506 | 172.9409 | 372.5854 | 453.1296 |
218.4564 | 214.6063 | 448.9178 | 430.4163 | 164.5365 | 490.2263 | 269.4694 | 214.6529 | 221.1170 | 337.9102 | ⋯ | 210.3909 | 270.0574 | 130.5877 | 401.5398 | 266.1264 | 148.0387 | 223.8747 | 179.9322 | 384.0907 | 449.2125 |
225.1815 | 211.0053 | 421.8696 | 433.2273 | 167.7708 | 480.7081 | 269.6600 | 218.8087 | 212.4539 | 343.5195 | ⋯ | 214.5138 | 284.5270 | 127.5170 | 386.0408 | 262.2408 | 143.9428 | 230.5247 | 184.6182 | 388.7012 | 466.6777 |
226.8317 | 210.1180 | 424.9073 | 439.9916 | 166.0681 | 488.7456 | 268.6492 | 222.1331 | 213.2118 | 336.7173 | ⋯ | 209.3717 | 292.6457 | 130.9008 | 398.0660 | 261.8898 | 141.1690 | 234.1337 | 194.9437 | 399.2696 | 458.3469 |
222.4448 | 203.8350 | 421.2056 | 436.1872 | 171.8408 | 456.1489 | 266.4429 | 221.2773 | 217.7029 | 341.3210 | ⋯ | 206.4242 | 296.8551 | 133.0595 | 395.9482 | 264.3478 | 139.1376 | 237.4701 | 200.6621 | 397.3335 | 442.8588 |
213.1492 | 199.1132 | 414.4642 | 436.9413 | 174.0131 | 443.8535 | 267.5790 | 219.7217 | 221.5033 | 343.6964 | ⋯ | 208.9775 | 311.6941 | 137.1988 | 375.3766 | 254.0153 | 135.3447 | 235.9487 | 198.0376 | 398.7482 | 441.0743 |
218.9011 | 205.0774 | 414.2096 | 434.6794 | 177.9844 | 431.2056 | 285.7991 | 212.0820 | 220.3150 | 357.3856 | ⋯ | 206.3315 | 309.2636 | 141.4500 | 364.6632 | 248.3797 | 129.3827 | 234.6425 | 198.1933 | 418.3044 | 430.4217 |
218.2720 | 203.7474 | 417.2713 | 429.6067 | 171.9836 | 430.0846 | 295.5133 | 216.2159 | 217.5875 | 360.7636 | ⋯ | 220.6674 | 304.1457 | 142.7110 | 366.8453 | 247.7201 | 130.7689 | 233.0786 | 192.1279 | 393.3871 | 443.0019 |
183.2100 | 183.2100 | 183.2100 | 183.2100 | 183.2100 | 183.2100 | 183.2100 | 183.2100 | 183.2100 | 183.2100 | ⋯ | 183.2100 | 183.2100 | 183.2100 | 183.2100 | 183.2100 | 183.2100 | 183.2100 | 183.2100 | 183.2100 | 183.2100 |
182.3421 | 184.7150 | 183.9095 | 177.8876 | 185.1009 | 182.7186 | 182.7541 | 181.8429 | 180.7660 | 183.0882 | ⋯ | 187.9411 | 183.7945 | 181.3404 | 185.3844 | 183.5695 | 184.0319 | 182.6974 | 183.1638 | 178.8383 | 184.8968 |
184.1588 | 182.9053 | 183.7740 | 175.6194 | 185.5880 | 181.6289 | 181.4984 | 180.9286 | 181.3154 | 188.2509 | ⋯ | 188.2325 | 185.7830 | 185.1135 | 186.1836 | 185.9536 | 185.1354 | 182.3642 | 185.3566 | 180.9998 | 185.4880 |
181.8355 | 181.6498 | 182.5868 | 174.4669 | 184.5085 | 177.3767 | 179.2202 | 182.8120 | 178.5910 | 187.2889 | ⋯ | 188.1438 | 191.7247 | 184.9239 | 189.6881 | 189.2853 | 184.5671 | 184.4692 | 183.7029 | 181.7298 | 186.5672 |
182.9941 | 178.4735 | 180.5435 | 177.8626 | 187.2698 | 176.5144 | 180.8291 | 181.7821 | 177.2913 | 186.6611 | ⋯ | 190.4788 | 192.1774 | 187.0178 | 188.2519 | 185.8962 | 184.0807 | 186.7096 | 182.1304 | 180.5449 | 184.8679 |
185.4659 | 175.9901 | 178.3419 | 177.4553 | 184.9513 | 174.7395 | 176.9192 | 181.9275 | 175.0560 | 187.1271 | ⋯ | 188.7263 | 189.2981 | 190.2623 | 189.3837 | 188.1966 | 183.2934 | 184.0008 | 185.2932 | 182.3435 | 182.5791 |
185.3672 | 173.8794 | 176.6112 | 175.0198 | 185.9615 | 174.9673 | 179.6093 | 181.2628 | 171.3843 | 191.7575 | ⋯ | 187.1386 | 184.5971 | 192.1824 | 193.2397 | 190.3043 | 182.1793 | 186.7587 | 185.2955 | 182.9957 | 184.9820 |
186.1479 | 171.6293 | 175.2151 | 177.5579 | 188.3908 | 173.6963 | 178.0193 | 184.0195 | 173.0732 | 195.2098 | ⋯ | 185.6311 | 182.4147 | 194.3919 | 191.7229 | 191.5841 | 180.6025 | 187.2452 | 184.5465 | 180.3529 | 182.9430 |
188.3024 | 174.6371 | 170.1587 | 178.6712 | 190.5360 | 173.6257 | 175.1978 | 182.3447 | 175.0781 | 192.6414 | ⋯ | 189.5797 | 180.2639 | 197.5787 | 196.5236 | 189.2766 | 184.1669 | 190.3125 | 182.7399 | 179.2829 | 186.7868 |
190.9102 | 177.6526 | 168.1640 | 182.3469 | 190.6882 | 175.3030 | 174.8174 | 182.1777 | 176.3558 | 193.3147 | ⋯ | 187.7904 | 179.1193 | 195.0978 | 196.9872 | 187.8438 | 184.8171 | 186.9700 | 181.8166 | 175.0358 | 186.7327 |
190.2118 | 173.8552 | 167.7236 | 182.0838 | 187.7229 | 173.8595 | 173.9631 | 178.6309 | 177.7014 | 198.5496 | ⋯ | 182.4376 | 179.4884 | 197.8195 | 194.5791 | 188.9436 | 187.7993 | 187.8687 | 182.9519 | 177.1343 | 190.7998 |
189.6723 | 176.8064 | 164.3464 | 182.7332 | 184.1118 | 170.3101 | 172.6534 | 176.9563 | 179.0069 | 201.4135 | ⋯ | 180.3279 | 178.1939 | 198.6467 | 193.7779 | 189.1727 | 188.5638 | 190.5252 | 181.8111 | 176.9053 | 190.1984 |
190.1005 | 179.2172 | 163.5053 | 181.5509 | 185.8624 | 169.9978 | 171.0516 | 177.8211 | 186.6459 | 200.3620 | ⋯ | 180.3752 | 178.2607 | 198.8265 | 197.1177 | 189.8718 | 190.2527 | 197.2516 | 185.0492 | 178.6590 | 185.8994 |
188.9726 | 180.9592 | 163.2319 | 180.4851 | 189.6795 | 170.4448 | 169.6182 | 180.4673 | 183.6443 | 202.4556 | ⋯ | 181.6976 | 178.8152 | 193.6416 | 196.7632 | 190.3184 | 193.5148 | 197.0954 | 182.4747 | 179.2336 | 189.6507 |
190.2454 | 184.6123 | 160.5387 | 177.5787 | 191.1889 | 168.7300 | 166.3535 | 184.2931 | 185.8145 | 203.5597 | ⋯ | 184.7966 | 182.0102 | 191.4181 | 196.3299 | 192.9317 | 192.6134 | 197.0718 | 182.9129 | 182.3819 | 188.9947 |
184.1236 | 184.7571 | 162.5871 | 175.7227 | 188.6274 | 171.1521 | 166.8794 | 187.7514 | 184.4597 | 209.7154 | ⋯ | 186.1839 | 181.1069 | 192.0382 | 199.5880 | 190.8858 | 193.4086 | 195.3405 | 182.8573 | 185.6369 | 185.8057 |
183.2585 | 184.6354 | 162.4600 | 174.7851 | 186.6213 | 175.6376 | 171.2448 | 185.6742 | 184.0297 | 210.5353 | ⋯ | 188.3975 | 182.3351 | 189.7768 | 204.1935 | 192.7314 | 193.0795 | 197.8505 | 183.3399 | 188.9214 | 188.0122 |
184.6932 | 185.2856 | 159.4412 | 179.3775 | 186.5354 | 176.1023 | 169.9182 | 187.9520 | 185.1740 | 212.7938 | ⋯ | 188.0696 | 179.7576 | 190.2598 | 205.4143 | 196.8062 | 195.1828 | 197.2940 | 183.3371 | 187.8098 | 190.5181 |
186.9342 | 184.1895 | 157.4805 | 181.5740 | 183.3943 | 176.8345 | 168.5359 | 190.1629 | 186.2304 | 218.4323 | ⋯ | 192.4166 | 176.9237 | 187.5880 | 202.0603 | 197.0279 | 195.7108 | 193.5405 | 183.6378 | 185.7113 | 191.1794 |
187.6452 | 184.3802 | 155.3637 | 183.8032 | 181.9269 | 177.6551 | 169.1517 | 185.1116 | 185.1001 | 221.7113 | ⋯ | 194.9795 | 174.9874 | 188.8658 | 200.5469 | 198.2507 | 200.5764 | 193.4369 | 183.4391 | 187.2854 | 189.7123 |
180.8430 | 183.4982 | 155.8998 | 188.1252 | 182.2286 | 173.9527 | 166.8909 | 183.5221 | 184.4398 | 221.5483 | ⋯ | 198.5798 | 176.8272 | 185.7169 | 200.2483 | 198.9059 | 199.5458 | 193.7093 | 183.3658 | 187.9684 | 189.3070 |
180.5663 | 180.3354 | 153.2094 | 189.3839 | 180.4793 | 171.8928 | 171.4468 | 183.4270 | 185.5797 | 219.3898 | ⋯ | 199.1596 | 176.7728 | 187.7857 | 201.4062 | 198.3513 | 196.8285 | 192.5592 | 187.2679 | 179.9833 | 185.8169 |
176.6715 | 180.5825 | 152.0674 | 190.5711 | 179.0421 | 172.0265 | 172.7980 | 185.8519 | 180.4020 | 220.4584 | ⋯ | 199.8044 | 175.2519 | 187.7201 | 196.7068 | 200.6763 | 201.7318 | 190.4585 | 185.6233 | 184.4481 | 192.7330 |
176.6476 | 182.1137 | 151.9275 | 195.3954 | 180.8157 | 175.2238 | 173.5756 | 185.4652 | 177.8064 | 220.8739 | ⋯ | 204.4660 | 174.3738 | 190.0559 | 195.6043 | 199.5864 | 206.3863 | 192.9958 | 183.9720 | 180.4995 | 192.5058 |
178.5811 | 180.9757 | 155.3750 | 193.2591 | 178.5200 | 174.7752 | 175.4741 | 183.9833 | 172.1589 | 217.7954 | ⋯ | 204.5386 | 172.4604 | 188.0448 | 194.9146 | 201.7404 | 206.5483 | 194.0650 | 184.8986 | 182.5426 | 195.7229 |
178.6036 | 184.7676 | 155.9166 | 190.4816 | 182.6432 | 173.5523 | 173.2417 | 184.1946 | 172.6570 | 215.4891 | ⋯ | 207.0582 | 175.4979 | 190.0977 | 198.3135 | 200.2708 | 205.2253 | 193.6817 | 185.5157 | 180.8039 | 197.4421 |
178.2789 | 184.1043 | 157.6200 | 188.6550 | 184.9226 | 173.8603 | 173.0715 | 180.3322 | 165.8699 | 215.8588 | ⋯ | 207.2290 | 177.2061 | 191.9827 | 200.0300 | 199.6455 | 206.7641 | 194.4469 | 187.3020 | 177.2033 | 201.9760 |
181.4375 | 187.7310 | 155.0632 | 190.6229 | 185.4547 | 171.6834 | 175.2078 | 182.6158 | 164.9651 | 210.9192 | ⋯ | 202.8736 | 177.3114 | 196.6717 | 202.0479 | 196.1467 | 204.7074 | 191.3424 | 186.7186 | 178.4228 | 202.6172 |
182.2471 | 187.6370 | 155.1089 | 190.8434 | 186.5830 | 170.6150 | 176.2723 | 183.4271 | 161.2822 | 209.3408 | ⋯ | 199.2605 | 179.3768 | 197.8364 | 201.9202 | 194.9326 | 205.8113 | 195.4867 | 189.4528 | 180.6838 | 202.1346 |
182.2529 | 192.9588 | 154.6209 | 196.3439 | 181.9092 | 167.8788 | 178.3816 | 180.6391 | 161.7630 | 213.1263 | ⋯ | 207.7796 | 179.9693 | 204.0553 | 203.9399 | 194.7528 | 206.1861 | 193.8820 | 188.0418 | 178.5843 | 200.2703 |
⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋱ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ |
218.9032 | 210.6772 | 184.4901 | 204.5802 | 173.8841 | 194.0904 | 272.6294 | 262.8799 | 186.8862 | 279.5065 | ⋯ | 245.9780 | 243.5215 | 289.1164 | 230.7105 | 224.5186 | 248.5935 | 294.4229 | 208.7255 | 185.2908 | 265.9516 |
219.7456 | 211.5584 | 190.6378 | 204.3234 | 171.5678 | 193.4131 | 275.4541 | 260.7964 | 185.9073 | 278.9884 | ⋯ | 248.1817 | 245.1231 | 290.9566 | 227.4711 | 226.2778 | 245.8620 | 290.9173 | 211.5889 | 181.6077 | 269.8197 |
222.4820 | 216.2842 | 191.0795 | 206.9351 | 168.3722 | 192.5021 | 275.5298 | 265.8610 | 188.3378 | 284.1978 | ⋯ | 250.8129 | 245.8205 | 290.5297 | 230.1018 | 230.1373 | 249.4516 | 291.8308 | 214.2582 | 179.0788 | 272.8296 |
222.1508 | 211.9486 | 190.3829 | 205.0780 | 169.8156 | 192.2243 | 275.0300 | 262.8776 | 192.5694 | 281.9438 | ⋯ | 251.5911 | 245.9276 | 293.2181 | 234.0340 | 232.5913 | 253.5481 | 292.8903 | 214.2171 | 180.0327 | 279.4956 |
222.5651 | 213.0945 | 191.2758 | 206.0310 | 170.2158 | 193.8267 | 270.9188 | 261.1932 | 192.3529 | 286.0882 | ⋯ | 255.1916 | 250.6301 | 290.4540 | 232.1326 | 229.7690 | 256.8984 | 285.4651 | 208.9859 | 181.9169 | 275.4084 |
221.6815 | 215.7171 | 190.8618 | 205.5795 | 173.3544 | 195.0761 | 274.3653 | 254.7409 | 193.1301 | 283.2868 | ⋯ | 251.9571 | 249.7348 | 289.0520 | 231.0038 | 229.0518 | 253.3269 | 286.1166 | 212.3777 | 181.6180 | 277.6605 |
222.5238 | 217.4025 | 191.5386 | 204.2882 | 174.5985 | 195.3247 | 283.6148 | 251.9306 | 193.3771 | 292.1863 | ⋯ | 247.8679 | 249.8209 | 288.7746 | 231.0878 | 224.6779 | 254.0987 | 282.7495 | 214.0615 | 182.7792 | 275.6191 |
223.3072 | 214.8697 | 191.4949 | 204.2661 | 173.5309 | 197.2745 | 287.4445 | 251.0694 | 197.1916 | 289.6557 | ⋯ | 249.4878 | 248.3305 | 291.7884 | 226.0394 | 224.2499 | 253.4620 | 281.3560 | 212.5280 | 184.9192 | 278.7171 |
226.5268 | 214.1930 | 188.2941 | 207.4911 | 175.7040 | 199.8405 | 293.5332 | 249.2350 | 201.0691 | 290.3417 | ⋯ | 248.1154 | 250.3467 | 290.6090 | 227.6827 | 224.7362 | 256.3891 | 284.6202 | 212.0842 | 189.5026 | 278.5025 |
233.7480 | 214.4340 | 188.9609 | 203.1507 | 176.3208 | 197.0541 | 293.8101 | 251.1946 | 201.8159 | 289.0739 | ⋯ | 244.9585 | 247.3293 | 295.2503 | 226.1240 | 225.2670 | 254.5877 | 280.7347 | 212.4389 | 194.0345 | 269.7992 |
237.2295 | 216.1784 | 186.4834 | 202.2217 | 176.3153 | 199.9499 | 296.5980 | 251.1371 | 204.5765 | 284.7718 | ⋯ | 246.8760 | 245.3083 | 302.2429 | 225.1199 | 226.2518 | 253.9968 | 281.4858 | 211.3858 | 194.7985 | 276.2121 |
239.0657 | 217.1197 | 189.5207 | 208.7312 | 175.4263 | 201.2829 | 304.1755 | 248.0025 | 207.0015 | 290.4703 | ⋯ | 247.1622 | 240.3758 | 301.3822 | 224.6474 | 228.6665 | 257.3528 | 281.5448 | 212.8096 | 193.1344 | 273.8040 |
239.3411 | 214.5845 | 193.4591 | 213.2068 | 174.0875 | 202.4446 | 310.5771 | 250.0511 | 205.8701 | 284.3597 | ⋯ | 251.7029 | 244.0466 | 297.3538 | 224.9267 | 226.3590 | 255.8758 | 289.2780 | 211.2441 | 191.0748 | 270.7496 |
238.2420 | 212.4454 | 194.7169 | 211.8954 | 171.3108 | 202.8121 | 306.4401 | 248.9217 | 203.9134 | 286.1595 | ⋯ | 250.8671 | 243.9823 | 295.4524 | 221.2100 | 223.6279 | 260.2790 | 287.1482 | 213.4389 | 186.3524 | 273.1604 |
237.0226 | 215.3953 | 197.5021 | 212.4546 | 169.9447 | 202.9491 | 301.6184 | 249.2268 | 207.4281 | 291.4047 | ⋯ | 251.6819 | 246.6185 | 290.6615 | 219.6260 | 221.8532 | 262.8820 | 286.4173 | 214.8935 | 186.7473 | 272.5179 |
239.7917 | 211.7529 | 200.4236 | 213.1410 | 170.0772 | 201.7403 | 298.2926 | 247.2541 | 206.2076 | 291.5610 | ⋯ | 256.4530 | 245.9244 | 289.7453 | 219.2310 | 222.4407 | 262.7145 | 288.1506 | 210.9901 | 184.7114 | 272.3478 |
247.6505 | 208.8074 | 197.1562 | 216.3857 | 167.1710 | 204.2447 | 291.4559 | 250.1102 | 204.4164 | 295.6063 | ⋯ | 253.6879 | 249.7769 | 281.1435 | 220.5111 | 225.3738 | 264.3813 | 290.9634 | 214.8851 | 185.1830 | 276.5062 |
252.8685 | 212.6987 | 199.5802 | 213.2919 | 168.2445 | 202.0456 | 288.5280 | 253.8455 | 207.3562 | 299.3835 | ⋯ | 253.6704 | 252.2216 | 278.5759 | 220.7794 | 224.0688 | 256.3631 | 293.0819 | 213.1955 | 185.1372 | 278.3268 |
248.0216 | 211.4079 | 200.9001 | 212.4846 | 164.7221 | 198.1673 | 294.7095 | 251.1723 | 208.4043 | 299.1642 | ⋯ | 253.0737 | 252.6871 | 280.9834 | 220.8767 | 222.8639 | 256.6567 | 298.6167 | 212.9681 | 186.5120 | 271.7113 |
245.7101 | 212.2858 | 196.8760 | 213.3675 | 166.5735 | 194.0145 | 294.7387 | 253.3432 | 209.7212 | 302.5296 | ⋯ | 247.5261 | 251.2621 | 282.2805 | 220.7352 | 223.9677 | 252.6670 | 296.9986 | 215.7150 | 184.5015 | 273.5389 |
242.2938 | 212.6855 | 199.0341 | 211.6300 | 167.2067 | 193.5166 | 289.9148 | 252.5130 | 207.7577 | 310.6541 | ⋯ | 245.7962 | 254.4361 | 284.5852 | 225.1130 | 218.6274 | 252.7078 | 295.9512 | 217.7296 | 183.6747 | 277.3339 |
243.1840 | 209.0917 | 200.2730 | 214.1309 | 165.0642 | 199.9181 | 284.5176 | 256.0427 | 206.3506 | 308.3576 | ⋯ | 245.0102 | 252.6036 | 292.1648 | 223.0365 | 218.2076 | 251.3126 | 296.4221 | 217.7826 | 185.1694 | 276.6911 |
239.2022 | 209.2334 | 206.8288 | 215.4984 | 166.0776 | 193.6037 | 286.8753 | 256.4920 | 204.5402 | 304.6435 | ⋯ | 244.6860 | 249.0643 | 294.2081 | 224.8214 | 217.8259 | 249.6745 | 298.8154 | 220.3519 | 184.3498 | 277.9525 |
239.3927 | 205.2924 | 208.8310 | 217.3053 | 167.2514 | 194.6744 | 281.9640 | 260.7952 | 206.1198 | 299.7589 | ⋯ | 237.6308 | 248.9119 | 299.1574 | 225.6577 | 220.2634 | 252.3902 | 298.4470 | 219.5382 | 186.3022 | 279.7884 |
241.0899 | 204.7838 | 209.3196 | 218.4198 | 164.5480 | 194.9580 | 288.0448 | 266.5731 | 211.6434 | 306.6369 | ⋯ | 231.0940 | 248.3136 | 298.8442 | 223.8122 | 218.2839 | 259.2444 | 300.3841 | 217.7085 | 184.7651 | 275.2720 |
247.3852 | 202.8432 | 207.9111 | 217.8467 | 165.3982 | 195.3081 | 288.9015 | 267.3396 | 213.2837 | 306.4564 | ⋯ | 233.4849 | 250.8780 | 302.5162 | 229.4170 | 219.0303 | 262.7986 | 298.4635 | 218.9241 | 185.0701 | 277.4651 |
243.6751 | 202.3823 | 209.2613 | 217.0687 | 167.5716 | 194.7155 | 294.0242 | 260.9874 | 212.7112 | 303.5209 | ⋯ | 236.4645 | 250.5779 | 300.3950 | 224.9475 | 217.7409 | 264.0880 | 299.4218 | 223.7956 | 187.6633 | 276.7535 |
244.0054 | 201.7706 | 207.7179 | 213.2002 | 168.1764 | 195.1433 | 293.4538 | 264.5231 | 211.6065 | 306.7853 | ⋯ | 239.7871 | 255.8325 | 302.7845 | 223.0109 | 217.6649 | 269.7398 | 301.0996 | 226.6684 | 188.8977 | 273.9711 |
241.2443 | 203.1716 | 204.2945 | 215.9064 | 168.8572 | 196.1651 | 289.9561 | 262.1347 | 213.5255 | 304.8862 | ⋯ | 241.1361 | 254.4615 | 305.3241 | 228.5634 | 220.6106 | 268.8316 | 301.5027 | 231.6739 | 188.9088 | 273.6256 |
232.5518 | 204.9847 | 204.5944 | 216.3559 | 170.4629 | 197.0797 | 284.1282 | 258.5632 | 215.0684 | 302.7952 | ⋯ | 242.1984 | 253.5093 | 303.5165 | 229.8350 | 218.0832 | 268.7143 | 306.8779 | 234.1274 | 186.7748 | 276.5563 |
11.120000 | 11.120000 | 11.120000 | 11.12000 | 11.120000 | 11.12000 | 11.12000 | 11.120000 | 11.120000 | 11.120000 | ⋯ | 11.120000 | 11.120000 | 11.120000 | 11.12000 | 11.120000 | 11.120000 | 11.12000 | 11.12000 | 11.12000 | 11.120000 |
11.222615 | 10.351033 | 10.877066 | 11.22510 | 11.490386 | 11.52037 | 11.32197 | 10.902242 | 10.965453 | 10.497646 | ⋯ | 10.866290 | 11.319672 | 11.073614 | 11.05924 | 10.785980 | 10.926795 | 10.98527 | 11.33077 | 11.31464 | 10.710598 |
11.150571 | 10.859374 | 10.858135 | 10.66274 | 11.441178 | 12.25242 | 10.95886 | 10.618874 | 11.301833 | 10.342183 | ⋯ | 10.712342 | 12.412781 | 10.853191 | 11.21323 | 10.817025 | 10.788231 | 10.88119 | 10.92825 | 10.67691 | 10.381104 |
10.706607 | 10.628445 | 10.572129 | 10.39898 | 11.125280 | 12.84776 | 11.34176 | 11.063615 | 11.095787 | 10.059593 | ⋯ | 10.392145 | 12.344360 | 10.649527 | 11.28868 | 11.460987 | 11.273068 | 11.50730 | 11.16162 | 10.79735 | 9.812226 |
11.288793 | 10.910909 | 10.885089 | 10.39405 | 10.588027 | 13.23241 | 11.04749 | 11.245256 | 10.993554 | 10.479079 | ⋯ | 10.443650 | 12.061326 | 10.683623 | 11.59892 | 11.743620 | 11.165771 | 11.62397 | 11.94618 | 10.75187 | 9.725126 |
10.268669 | 10.558760 | 10.691134 | 11.01853 | 11.076829 | 12.89881 | 11.23095 | 10.623893 | 10.913370 | 10.401339 | ⋯ | 10.193992 | 11.077852 | 10.191203 | 11.65441 | 11.678661 | 11.685896 | 11.51852 | 12.09440 | 10.97087 | 9.464753 |
10.061269 | 10.378837 | 10.482857 | 11.33706 | 11.048799 | 12.56180 | 11.10029 | 10.456541 | 10.458169 | 9.979046 | ⋯ | 10.185509 | 11.442679 | 10.257319 | 12.11447 | 11.296974 | 11.859187 | 11.44079 | 12.83072 | 10.95293 | 9.149747 |
11.024507 | 9.871028 | 10.625175 | 11.56452 | 10.537975 | 12.62056 | 10.72865 | 10.086247 | 9.803111 | 9.958665 | ⋯ | 10.299456 | 11.422674 | 10.626533 | 11.48868 | 11.219401 | 11.290635 | 11.60281 | 12.58976 | 10.80464 | 9.655422 |
10.609439 | 9.779197 | 10.034393 | 11.87290 | 9.488584 | 11.96117 | 10.87812 | 10.263305 | 9.740786 | 10.376936 | ⋯ | 10.222795 | 11.534680 | 10.412578 | 11.78652 | 11.586917 | 10.777713 | 12.20121 | 11.85457 | 11.13014 | 9.345108 |
10.695183 | 10.075338 | 9.971795 | 12.04108 | 8.992221 | 12.36521 | 11.34145 | 9.673768 | 9.527919 | 10.382498 | ⋯ | 9.926382 | 11.463333 | 10.501730 | 11.81681 | 11.121097 | 10.485832 | 11.76630 | 12.39881 | 12.12911 | 9.643120 |
10.948177 | 10.163195 | 9.734306 | 12.37882 | 8.577459 | 11.86471 | 11.51394 | 9.538817 | 9.409762 | 10.104024 | ⋯ | 10.076668 | 11.110950 | 9.980617 | 11.36778 | 11.118979 | 10.508253 | 11.91105 | 12.74473 | 12.44974 | 9.792258 |
10.821588 | 10.485995 | 9.614284 | 13.11882 | 8.604796 | 11.68193 | 11.46323 | 9.440591 | 8.392269 | 10.230691 | ⋯ | 10.053352 | 11.274203 | 10.057563 | 11.06536 | 11.293161 | 9.900641 | 11.87048 | 13.10493 | 12.39627 | 9.655523 |
11.000679 | 10.470102 | 9.718077 | 13.00827 | 8.485867 | 11.30432 | 11.31265 | 9.260965 | 8.077459 | 10.538895 | ⋯ | 10.191020 | 10.815835 | 10.279223 | 11.27230 | 11.331074 | 10.787738 | 12.20317 | 12.78098 | 12.93331 | 9.619760 |
11.088104 | 10.834351 | 10.133281 | 12.62817 | 8.001250 | 11.36747 | 11.17435 | 9.486922 | 8.092104 | 9.925798 | ⋯ | 9.714282 | 10.911475 | 10.204068 | 11.58576 | 11.204422 | 10.566524 | 12.17547 | 13.77565 | 13.24176 | 9.952581 |
11.015087 | 10.287900 | 9.891156 | 12.82682 | 8.221907 | 11.40308 | 10.76669 | 9.528477 | 8.367191 | 9.580637 | ⋯ | 9.608187 | 10.450570 | 10.267737 | 12.17146 | 10.556155 | 10.550442 | 12.27178 | 13.95877 | 14.30228 | 9.869162 |
11.123606 | 10.138811 | 9.526442 | 13.56615 | 7.667065 | 11.07721 | 11.51202 | 9.823476 | 8.316862 | 10.160668 | ⋯ | 9.587658 | 10.552549 | 10.628232 | 11.45045 | 10.710214 | 10.547599 | 12.26971 | 14.08942 | 14.36399 | 10.329119 |
11.466722 | 9.670617 | 9.415305 | 13.38113 | 7.398919 | 10.68215 | 11.45594 | 9.436620 | 8.323848 | 10.550756 | ⋯ | 9.800785 | 10.025092 | 10.500106 | 12.07268 | 10.523934 | 9.843406 | 13.08662 | 13.76435 | 13.59677 | 10.316625 |
11.681227 | 9.127677 | 9.389957 | 13.27072 | 7.233019 | 10.93520 | 11.75661 | 9.645067 | 8.756617 | 11.142567 | ⋯ | 9.719892 | 9.812835 | 10.475933 | 13.34747 | 10.691819 | 9.631481 | 12.57298 | 14.35109 | 13.29583 | 9.789936 |
10.939613 | 9.308936 | 9.501894 | 13.02898 | 7.209682 | 10.60371 | 11.93509 | 9.651167 | 8.213501 | 11.294850 | ⋯ | 9.185175 | 9.919251 | 10.593117 | 14.22744 | 10.843189 | 9.862734 | 12.83284 | 14.83013 | 13.80239 | 9.746593 |
10.368229 | 9.221123 | 9.938996 | 13.31911 | 7.054738 | 10.97895 | 11.35441 | 9.387904 | 8.593840 | 11.486934 | ⋯ | 9.114845 | 10.194097 | 10.970200 | 13.84089 | 10.523916 | 9.785429 | 12.52806 | 13.89708 | 13.32838 | 9.765312 |
9.374709 | 9.413798 | 9.719955 | 13.15114 | 6.531432 | 11.04978 | 11.41249 | 9.812654 | 9.110943 | 11.890790 | ⋯ | 9.534913 | 10.134561 | 10.978527 | 12.74248 | 10.680558 | 10.575366 | 12.28067 | 13.59625 | 13.39271 | 9.552823 |
9.135772 | 9.111598 | 9.995945 | 13.55682 | 6.668273 | 11.18128 | 11.99900 | 9.826620 | 8.857825 | 12.010684 | ⋯ | 9.555148 | 9.943312 | 11.343705 | 12.33271 | 10.477082 | 11.176383 | 12.04142 | 13.53704 | 13.62235 | 9.651498 |
9.502336 | 9.373556 | 9.957925 | 13.98582 | 6.872527 | 10.91026 | 11.62250 | 9.899772 | 8.733287 | 11.681032 | ⋯ | 9.113271 | 10.087643 | 11.181967 | 12.22424 | 10.613492 | 11.079058 | 12.23196 | 13.90103 | 13.78280 | 10.015268 |
9.578983 | 9.344895 | 10.052300 | 13.95990 | 6.647983 | 11.13054 | 11.70341 | 9.509033 | 8.838054 | 12.004866 | ⋯ | 9.407000 | 10.702052 | 11.044863 | 12.07776 | 10.336262 | 11.272100 | 12.09234 | 13.93470 | 13.39948 | 9.949551 |
9.424550 | 8.919891 | 9.866698 | 14.71993 | 6.536076 | 11.58267 | 11.57645 | 9.203932 | 8.936652 | 12.246516 | ⋯ | 9.338479 | 11.202348 | 11.196713 | 12.09319 | 9.905322 | 11.268116 | 12.22881 | 13.16327 | 13.54573 | 10.450804 |
8.908819 | 9.132062 | 9.445103 | 14.20828 | 6.823682 | 11.41680 | 11.44213 | 8.977096 | 8.929574 | 12.076478 | ⋯ | 9.445993 | 10.571526 | 10.897586 | 12.14018 | 10.204886 | 10.970365 | 11.96313 | 12.62555 | 12.77251 | 10.826784 |
9.470451 | 9.760446 | 9.095895 | 14.72106 | 6.433047 | 10.99620 | 11.39446 | 8.654037 | 8.895185 | 12.661220 | ⋯ | 9.706452 | 11.187559 | 10.739809 | 11.70716 | 10.458062 | 10.643927 | 11.93724 | 12.47135 | 12.63503 | 11.420554 |
9.978326 | 9.145002 | 9.210589 | 13.56066 | 6.436788 | 11.61101 | 11.17933 | 9.070157 | 8.995324 | 12.168503 | ⋯ | 9.586661 | 11.496384 | 10.673472 | 12.11488 | 10.956899 | 10.560887 | 11.85344 | 12.34599 | 12.57144 | 11.421139 |
10.042595 | 8.683069 | 8.801029 | 13.48815 | 6.240750 | 11.38515 | 10.89297 | 9.056057 | 9.101340 | 11.892697 | ⋯ | 9.521182 | 11.459132 | 10.654368 | 11.61720 | 10.988933 | 9.886951 | 11.48800 | 12.27719 | 12.63342 | 11.546337 |
9.905109 | 8.835161 | 9.172838 | 13.09267 | 6.422087 | 11.69297 | 11.43988 | 9.505540 | 9.771123 | 11.555231 | ⋯ | 9.977727 | 12.301715 | 10.684357 | 11.66187 | 10.552018 | 9.936563 | 11.69314 | 11.57375 | 12.64893 | 11.572726 |
⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋱ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ |
22.32949 | 5.014512 | 12.05929 | 10.402335 | 7.588633 | 5.916677 | 10.90611 | 8.616680 | 12.88181 | 12.656614 | ⋯ | 22.97779 | 13.09299 | 5.500177 | 13.98551 | 7.883315 | 7.680710 | 17.57044 | 7.520822 | 18.06722 | 14.39143 |
20.32507 | 5.113395 | 11.82134 | 10.395849 | 7.838518 | 5.845768 | 10.92414 | 8.771501 | 13.14827 | 12.609669 | ⋯ | 22.63987 | 12.60463 | 5.570979 | 13.78763 | 8.041377 | 8.298209 | 18.95559 | 7.883044 | 17.98702 | 13.89739 |
20.04439 | 5.094997 | 12.12039 | 10.388741 | 8.100597 | 5.551122 | 11.13755 | 9.561646 | 12.52192 | 11.757443 | ⋯ | 22.50526 | 12.35464 | 5.648565 | 14.46290 | 8.160622 | 8.179023 | 18.26471 | 7.974804 | 18.42376 | 13.50912 |
20.05813 | 5.052932 | 12.17467 | 10.587248 | 7.824349 | 5.419335 | 10.30973 | 9.299839 | 12.43756 | 12.265909 | ⋯ | 22.75383 | 12.56040 | 5.949921 | 14.91262 | 8.186384 | 8.023418 | 17.46657 | 8.130854 | 18.47443 | 13.27842 |
20.36206 | 5.235226 | 11.78788 | 10.525415 | 7.972083 | 5.378439 | 10.32583 | 9.707976 | 12.54701 | 12.360686 | ⋯ | 23.09350 | 12.66942 | 5.759984 | 15.54237 | 7.943767 | 8.082576 | 16.86656 | 8.267306 | 18.85144 | 13.36541 |
21.01418 | 5.017550 | 11.62620 | 11.224584 | 8.148356 | 5.233221 | 10.31288 | 10.206831 | 12.94021 | 11.395390 | ⋯ | 23.02203 | 12.76323 | 5.642273 | 15.98588 | 8.135472 | 8.299724 | 16.52876 | 8.465244 | 18.01582 | 13.70580 |
21.29000 | 5.035642 | 11.35715 | 11.228912 | 7.758665 | 4.992856 | 10.11589 | 9.893560 | 13.69538 | 11.247470 | ⋯ | 22.05100 | 13.30473 | 5.285016 | 16.55586 | 8.132315 | 8.567647 | 16.51460 | 8.495350 | 18.06245 | 13.73538 |
20.19196 | 4.984969 | 10.95531 | 11.414843 | 7.789385 | 5.013909 | 10.73712 | 10.206549 | 14.16899 | 11.088036 | ⋯ | 21.46393 | 13.43214 | 5.372464 | 17.40829 | 7.792215 | 8.659326 | 16.09029 | 8.595481 | 17.89185 | 13.90063 |
20.66655 | 5.031279 | 11.86089 | 10.940319 | 7.367348 | 4.992491 | 10.71475 | 9.728897 | 13.94575 | 10.552296 | ⋯ | 20.59260 | 14.15126 | 5.162296 | 16.89914 | 7.674679 | 8.771027 | 16.61830 | 8.473281 | 18.05089 | 14.71476 |
21.42718 | 4.951732 | 11.92474 | 10.263423 | 7.616734 | 4.968083 | 10.82583 | 9.287980 | 13.88179 | 10.114546 | ⋯ | 20.08315 | 14.49777 | 5.138328 | 16.49524 | 7.230157 | 8.886735 | 16.52296 | 8.180229 | 17.39733 | 15.72830 |
22.30041 | 4.816517 | 12.27803 | 10.379459 | 7.423539 | 4.625506 | 11.24577 | 9.644846 | 14.21968 | 9.853763 | ⋯ | 19.58493 | 14.13962 | 5.070990 | 16.83774 | 7.143892 | 9.036298 | 16.39125 | 7.938057 | 18.38897 | 15.36689 |
21.20651 | 4.958966 | 12.25768 | 10.994772 | 7.512436 | 4.541060 | 11.71289 | 9.280492 | 13.92571 | 9.576252 | ⋯ | 20.64834 | 13.66671 | 5.067765 | 16.83271 | 7.042644 | 9.248636 | 16.38786 | 8.008451 | 19.40609 | 15.39705 |
20.62380 | 4.885343 | 12.09896 | 11.148655 | 7.849883 | 4.384841 | 11.60857 | 9.013573 | 13.38152 | 9.975787 | ⋯ | 20.59199 | 13.66342 | 5.302408 | 16.65932 | 7.249826 | 9.600887 | 16.77655 | 7.666733 | 18.82666 | 15.81156 |
20.21538 | 4.832036 | 12.25252 | 10.569881 | 8.156172 | 4.262117 | 11.30719 | 9.441480 | 13.28489 | 10.117688 | ⋯ | 20.85153 | 13.58893 | 5.561918 | 15.79300 | 7.352132 | 9.327636 | 16.26383 | 7.450439 | 18.21557 | 16.20265 |
21.20103 | 4.832080 | 12.39541 | 9.887768 | 8.345788 | 4.333415 | 11.52551 | 8.869451 | 13.68714 | 10.102016 | ⋯ | 21.37970 | 13.58293 | 5.584248 | 15.91116 | 7.269637 | 9.376797 | 15.99301 | 7.021144 | 18.51380 | 16.71558 |
21.96374 | 4.753484 | 11.51629 | 10.561835 | 8.222180 | 4.218266 | 11.50928 | 9.053683 | 13.21267 | 9.955561 | ⋯ | 20.82637 | 14.01306 | 5.446989 | 16.96411 | 7.533089 | 9.198099 | 15.52895 | 6.868878 | 19.02035 | 16.66259 |
22.41586 | 4.596043 | 11.59593 | 9.932445 | 8.379059 | 4.105884 | 11.07009 | 8.890626 | 13.20811 | 9.814567 | ⋯ | 20.25960 | 13.65867 | 5.416519 | 17.02604 | 7.635008 | 9.126295 | 15.84511 | 6.653297 | 18.05709 | 17.04820 |
22.41277 | 4.452439 | 11.58525 | 9.737098 | 8.397805 | 4.284373 | 10.97578 | 9.042849 | 12.23306 | 10.312144 | ⋯ | 19.55772 | 13.66583 | 5.103736 | 17.25425 | 7.972074 | 9.074698 | 16.10293 | 6.278275 | 17.32847 | 17.15289 |
21.95374 | 4.288324 | 12.59884 | 9.758950 | 8.170008 | 4.271909 | 11.13912 | 8.833712 | 12.43352 | 10.494389 | ⋯ | 18.96516 | 13.70074 | 5.308938 | 17.16870 | 7.579094 | 9.127227 | 15.56827 | 6.648410 | 17.52198 | 16.49769 |
22.46071 | 4.412910 | 12.24353 | 9.886957 | 8.158547 | 4.208810 | 10.87129 | 9.012369 | 11.62543 | 10.217730 | ⋯ | 18.68462 | 13.16848 | 5.156665 | 17.81168 | 7.730893 | 9.268417 | 15.42512 | 6.600407 | 17.19291 | 17.37435 |
21.81427 | 4.594657 | 12.10337 | 9.823290 | 8.208561 | 4.032266 | 10.85611 | 9.116207 | 11.42184 | 9.963016 | ⋯ | 18.51036 | 13.03370 | 5.315413 | 17.33495 | 7.907880 | 8.925383 | 15.31886 | 6.772788 | 17.66921 | 17.55192 |
22.30079 | 4.631016 | 12.32849 | 10.073879 | 8.136087 | 4.186868 | 10.63475 | 9.376827 | 11.50224 | 9.966900 | ⋯ | 18.77326 | 12.46613 | 5.433959 | 18.36653 | 7.189224 | 8.485008 | 15.24531 | 6.561288 | 17.66072 | 18.14775 |
22.65016 | 4.802663 | 12.57337 | 9.742059 | 8.433364 | 4.226914 | 10.75373 | 9.548314 | 11.57434 | 10.299912 | ⋯ | 18.37970 | 13.41872 | 5.574598 | 18.64914 | 7.362828 | 8.111116 | 15.50108 | 6.483843 | 17.58863 | 18.36057 |
22.70702 | 4.796528 | 11.58131 | 9.602486 | 8.206561 | 4.264229 | 10.88826 | 9.666543 | 10.95664 | 10.242681 | ⋯ | 17.86064 | 13.76592 | 5.415589 | 17.67634 | 7.495886 | 8.322944 | 15.15429 | 6.786900 | 16.98865 | 18.53580 |
21.78152 | 4.725774 | 11.68267 | 9.380532 | 8.251534 | 4.114017 | 11.43808 | 9.305728 | 10.81665 | 10.028256 | ⋯ | 16.98546 | 14.00456 | 5.339026 | 18.19272 | 7.367621 | 7.871143 | 14.83883 | 6.671689 | 18.29135 | 19.62126 |
21.42122 | 4.785036 | 12.15793 | 9.346077 | 8.211882 | 4.011128 | 11.47494 | 9.217017 | 10.45984 | 9.936757 | ⋯ | 17.88873 | 14.13194 | 5.153187 | 16.82545 | 7.289198 | 8.056920 | 14.06995 | 6.285506 | 19.06929 | 20.08278 |
20.24539 | 4.603207 | 12.05282 | 9.448760 | 8.000796 | 3.942637 | 11.44364 | 9.517847 | 10.51948 | 10.678434 | ⋯ | 17.47042 | 14.09152 | 5.297104 | 16.87072 | 7.472406 | 7.803690 | 13.77746 | 6.142560 | 18.18788 | 20.14826 |
20.21932 | 4.815431 | 11.89847 | 9.259887 | 7.767442 | 4.170110 | 11.55997 | 9.697324 | 10.60510 | 11.025217 | ⋯ | 18.30902 | 14.32646 | 5.161615 | 15.83280 | 7.672239 | 7.794645 | 13.33445 | 6.237095 | 18.84441 | 19.71055 |
19.83822 | 5.063078 | 11.66543 | 8.998235 | 7.434977 | 4.222168 | 10.94257 | 9.406973 | 10.29265 | 11.134600 | ⋯ | 18.53012 | 14.88174 | 5.155068 | 15.94933 | 7.606962 | 7.989582 | 12.96350 | 6.454094 | 19.10820 | 20.66919 |
19.53968 | 4.845673 | 12.52160 | 9.085411 | 7.934707 | 4.290147 | 11.52415 | 8.780296 | 10.21369 | 10.534673 | ⋯ | 19.02638 | 13.94084 | 5.121663 | 16.13508 | 7.412417 | 8.300668 | 12.86888 | 6.514964 | 19.53005 | 21.14047 |
31.67000 | 31.67000 | 31.67000 | 31.67000 | 31.67000 | 31.67000 | 31.67000 | 31.67000 | 31.67000 | 31.67000 | ⋯ | 31.67000 | 31.67000 | 31.67000 | 31.67000 | 31.67000 | 31.67000 | 31.67000 | 31.67000 | 31.67000 | 31.67000 |
31.64048 | 32.27158 | 31.64111 | 31.91926 | 32.68383 | 32.10546 | 32.45448 | 31.52241 | 31.91786 | 32.89571 | ⋯ | 32.73944 | 32.26138 | 32.01856 | 31.01293 | 31.70670 | 32.04622 | 31.67012 | 32.07435 | 32.51451 | 32.35474 |
31.84195 | 32.02808 | 32.12104 | 31.66825 | 32.07010 | 32.06431 | 32.94639 | 32.70248 | 30.56317 | 33.48971 | ⋯ | 32.61004 | 32.15893 | 32.06209 | 30.52119 | 31.14063 | 32.27814 | 32.64398 | 32.51626 | 31.66137 | 33.47905 |
32.32626 | 32.20683 | 31.18707 | 30.91605 | 30.64409 | 31.78199 | 33.76352 | 32.68207 | 30.35188 | 33.91661 | ⋯ | 32.57150 | 32.05109 | 31.95615 | 30.63600 | 31.06653 | 32.43847 | 32.98027 | 33.56390 | 32.32140 | 32.42204 |
32.06509 | 32.94739 | 31.18361 | 30.82865 | 30.56485 | 31.98068 | 33.37008 | 33.43776 | 30.56226 | 34.02566 | ⋯ | 32.67669 | 31.89481 | 33.03878 | 29.56478 | 30.12909 | 32.58403 | 32.26706 | 32.27438 | 32.03801 | 32.51035 |
31.77913 | 33.38168 | 32.66696 | 30.94322 | 30.20407 | 31.52626 | 33.18442 | 33.32874 | 30.53782 | 33.00471 | ⋯ | 33.42600 | 31.26627 | 32.15763 | 30.25651 | 29.48312 | 31.97479 | 32.14755 | 32.06804 | 31.94202 | 32.88955 |
31.59780 | 34.14949 | 33.11258 | 29.68630 | 30.24762 | 31.67498 | 33.48945 | 32.29857 | 30.82637 | 33.40878 | ⋯ | 33.53448 | 32.25027 | 32.08921 | 30.40732 | 29.21594 | 31.76663 | 32.44700 | 32.39083 | 31.59021 | 31.43790 |
31.91857 | 33.67984 | 34.77335 | 29.17704 | 30.92864 | 32.17467 | 34.30628 | 31.55175 | 31.11503 | 33.27892 | ⋯ | 34.03321 | 32.13323 | 32.16876 | 30.06313 | 29.40097 | 31.34667 | 32.55946 | 32.58827 | 31.32238 | 30.33514 |
31.62138 | 32.68136 | 35.26124 | 29.45764 | 31.98764 | 31.92828 | 33.95741 | 31.36253 | 31.54460 | 33.64665 | ⋯ | 34.08504 | 31.54730 | 32.89617 | 30.62131 | 29.06060 | 31.00740 | 31.87513 | 32.58984 | 30.65901 | 29.59751 |
32.32767 | 32.12146 | 35.20818 | 29.00808 | 32.51664 | 32.19776 | 34.39704 | 31.08253 | 32.22676 | 32.88455 | ⋯ | 32.85876 | 31.70741 | 33.10117 | 30.50363 | 29.23331 | 30.91420 | 32.69849 | 31.50317 | 31.46110 | 29.56850 |
32.08656 | 32.16166 | 35.64884 | 29.34464 | 33.24296 | 31.93556 | 35.78081 | 31.42550 | 32.54638 | 34.53869 | ⋯ | 32.01599 | 32.05873 | 32.90541 | 31.02469 | 28.61898 | 31.35610 | 33.54158 | 31.75764 | 31.78563 | 29.73076 |
32.08216 | 32.24912 | 36.32023 | 29.58176 | 33.33318 | 32.47103 | 37.06006 | 31.96279 | 33.30638 | 35.27288 | ⋯ | 32.34966 | 32.21249 | 32.17061 | 30.18481 | 27.47055 | 31.53856 | 32.60293 | 32.00506 | 32.13941 | 29.85170 |
31.77441 | 31.91703 | 36.54990 | 29.78168 | 33.49534 | 33.27082 | 36.65933 | 31.81386 | 33.15491 | 35.90906 | ⋯ | 31.70121 | 33.39786 | 32.54017 | 31.01303 | 27.51521 | 30.61501 | 32.45924 | 31.68369 | 30.85540 | 29.93891 |
32.42699 | 32.59835 | 36.80268 | 28.41354 | 33.25769 | 33.94566 | 36.94064 | 32.86871 | 34.47781 | 36.18273 | ⋯ | 31.16371 | 32.51696 | 32.44527 | 31.85156 | 28.18973 | 30.89086 | 32.30285 | 31.93927 | 30.66952 | 30.13634 |
31.58244 | 32.44250 | 37.52118 | 28.39729 | 33.19052 | 34.19156 | 36.79023 | 32.66722 | 34.95336 | 35.46644 | ⋯ | 31.36050 | 32.43658 | 30.80649 | 32.36337 | 28.42434 | 31.30412 | 32.18352 | 31.26315 | 30.69279 | 30.34770 |
31.84155 | 32.82078 | 37.84541 | 27.63124 | 32.98940 | 34.56777 | 36.55085 | 32.93314 | 34.01950 | 35.25089 | ⋯ | 32.28758 | 32.70642 | 29.94982 | 32.48220 | 27.78306 | 31.36577 | 33.44520 | 31.19923 | 31.17173 | 30.08555 |
31.97606 | 32.90530 | 37.82944 | 28.05305 | 32.75204 | 35.17826 | 36.34305 | 32.22293 | 34.58258 | 34.80303 | ⋯ | 31.83893 | 32.61136 | 29.90418 | 33.45847 | 27.56651 | 31.32935 | 33.80362 | 31.16346 | 31.28683 | 30.36526 |
31.41557 | 33.23958 | 38.50270 | 27.77756 | 32.26403 | 35.15018 | 36.54104 | 32.82552 | 33.71932 | 36.62803 | ⋯ | 31.54134 | 33.19898 | 29.98685 | 34.65837 | 27.55522 | 31.90448 | 34.14394 | 31.07566 | 30.72949 | 29.83090 |
31.38064 | 32.12331 | 38.90651 | 27.35786 | 32.96476 | 35.15792 | 37.05972 | 33.17886 | 34.24005 | 36.58224 | ⋯ | 32.15520 | 33.88206 | 29.35859 | 34.59494 | 28.08340 | 32.10432 | 33.34267 | 31.47210 | 30.29776 | 30.86724 |
31.74904 | 32.85829 | 40.29400 | 27.51982 | 33.03254 | 35.13705 | 37.33781 | 33.90853 | 35.33874 | 36.39360 | ⋯ | 32.62379 | 33.59024 | 29.83624 | 33.76929 | 27.75164 | 32.57709 | 32.49527 | 31.70059 | 29.62974 | 30.62774 |
31.53566 | 33.20351 | 41.37706 | 27.81866 | 33.55391 | 34.56230 | 36.99984 | 33.65388 | 35.84825 | 37.15994 | ⋯ | 33.02157 | 33.94817 | 29.23348 | 33.82367 | 27.45063 | 32.79547 | 31.31145 | 31.32462 | 30.78146 | 31.36105 |
31.01467 | 33.08724 | 41.90983 | 27.60413 | 33.85024 | 34.58249 | 37.10989 | 34.21811 | 35.21150 | 36.74520 | ⋯ | 34.07823 | 33.85229 | 29.35569 | 33.63703 | 27.31747 | 34.09061 | 31.47025 | 31.64397 | 30.29033 | 32.59870 |
31.09642 | 33.26887 | 42.10542 | 28.25592 | 34.22929 | 35.17818 | 37.28998 | 33.21254 | 34.27596 | 36.96930 | ⋯ | 34.03143 | 33.99388 | 28.61234 | 34.00463 | 26.81757 | 33.68148 | 31.99365 | 31.78601 | 30.96157 | 32.54923 |
30.54412 | 33.83760 | 43.54456 | 28.19735 | 33.65469 | 35.41111 | 36.94056 | 32.51967 | 33.39373 | 36.26037 | ⋯ | 33.69246 | 34.28281 | 28.63329 | 33.86014 | 27.15405 | 34.50950 | 31.84707 | 31.72079 | 31.36343 | 31.68788 |
30.75141 | 33.62888 | 43.89778 | 28.58006 | 33.80700 | 36.84289 | 38.11054 | 31.99949 | 33.49960 | 36.63439 | ⋯ | 33.90868 | 34.09421 | 28.33705 | 34.20546 | 26.90496 | 34.97720 | 32.11394 | 31.88281 | 31.25732 | 31.55777 |
30.51197 | 33.55200 | 43.71211 | 29.44351 | 33.02802 | 36.45715 | 37.42197 | 32.37653 | 32.97476 | 36.42374 | ⋯ | 33.57337 | 33.04541 | 27.82645 | 35.23074 | 26.63739 | 34.64464 | 32.69472 | 31.80842 | 31.12831 | 31.42446 |
31.11618 | 34.77150 | 44.16038 | 28.98915 | 32.96371 | 37.97786 | 37.16024 | 32.45542 | 33.68539 | 36.37835 | ⋯ | 34.15913 | 33.08788 | 28.13689 | 35.76574 | 26.35946 | 35.17807 | 32.62148 | 31.12658 | 31.55414 | 31.87078 |
30.84768 | 34.09350 | 43.39276 | 29.47130 | 33.13013 | 37.00121 | 37.50279 | 32.80393 | 33.51313 | 36.31518 | ⋯ | 33.72248 | 32.93329 | 27.81306 | 35.83902 | 26.91553 | 34.49642 | 32.10911 | 31.09577 | 32.06951 | 32.79616 |
30.65220 | 33.64426 | 43.40393 | 30.37617 | 33.84444 | 37.62576 | 37.99972 | 33.26679 | 33.79836 | 36.75389 | ⋯ | 33.71071 | 33.37048 | 28.20237 | 35.74768 | 27.49176 | 34.49066 | 32.74134 | 30.13721 | 32.14192 | 33.93142 |
30.00114 | 34.65889 | 44.26023 | 30.18127 | 34.48624 | 36.49986 | 38.47198 | 34.07196 | 34.28599 | 37.41293 | ⋯ | 33.12481 | 34.44622 | 27.79771 | 34.96773 | 27.27072 | 34.38279 | 32.58981 | 30.41758 | 31.65554 | 34.20727 |
⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋱ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ |
26.74821 | 26.56386 | 57.54276 | 26.83750 | 35.64981 | 37.80524 | 45.56353 | 33.70902 | 34.86220 | 34.29901 | ⋯ | 38.75936 | 35.67821 | 27.47178 | 31.04436 | 41.68400 | 30.22467 | 42.12318 | 23.70158 | 37.42639 | 43.99309 |
26.69714 | 26.99107 | 56.77454 | 26.78931 | 34.93212 | 38.29888 | 44.66302 | 33.72368 | 34.26108 | 33.95154 | ⋯ | 37.28592 | 34.32925 | 28.00712 | 31.68372 | 41.22412 | 30.55681 | 41.86782 | 23.15420 | 37.40301 | 44.28283 |
26.22013 | 26.76450 | 57.36906 | 26.07044 | 34.88838 | 38.75133 | 44.88328 | 34.24231 | 34.34390 | 33.95014 | ⋯ | 38.09961 | 34.86895 | 28.40049 | 31.16419 | 40.86862 | 30.40132 | 41.44356 | 23.37479 | 37.46556 | 45.58668 |
26.79012 | 27.08617 | 57.65041 | 26.29641 | 34.49822 | 39.41034 | 44.21125 | 35.02917 | 34.55791 | 34.12438 | ⋯ | 37.91135 | 34.74700 | 28.68404 | 30.16513 | 41.58144 | 29.94540 | 41.11123 | 23.90358 | 37.40546 | 46.89860 |
26.77929 | 27.31073 | 59.35229 | 26.42753 | 35.03862 | 39.50101 | 45.07343 | 35.44075 | 36.08032 | 34.53841 | ⋯ | 37.70580 | 34.84180 | 28.55331 | 30.05116 | 42.18391 | 29.58977 | 40.39699 | 23.76269 | 37.42539 | 46.45575 |
26.57161 | 28.18349 | 60.72381 | 26.33011 | 34.98169 | 38.13831 | 45.34853 | 34.69670 | 36.01643 | 35.39230 | ⋯ | 37.55333 | 35.19818 | 28.45755 | 30.02123 | 42.65745 | 29.62737 | 39.57331 | 23.50550 | 37.25307 | 45.93134 |
25.95101 | 28.11982 | 61.11145 | 26.24554 | 34.66029 | 38.26665 | 45.31034 | 34.98034 | 36.50284 | 35.59077 | ⋯ | 37.61259 | 35.43590 | 27.88809 | 29.93388 | 41.93783 | 30.88255 | 38.86202 | 23.09260 | 37.94363 | 45.67459 |
25.77535 | 27.89241 | 60.52726 | 26.27407 | 34.16576 | 38.71021 | 45.92730 | 33.89150 | 36.22106 | 35.67308 | ⋯ | 38.52363 | 35.30185 | 27.57149 | 29.55725 | 41.51013 | 31.63519 | 40.00777 | 22.75214 | 37.96077 | 45.20357 |
25.40850 | 28.11401 | 61.35553 | 27.08063 | 35.01926 | 38.62061 | 46.24058 | 33.85737 | 34.60165 | 35.22202 | ⋯ | 37.24752 | 35.45135 | 27.50184 | 29.93982 | 40.88766 | 31.34122 | 39.35895 | 22.46850 | 38.88962 | 45.54006 |
25.23019 | 28.19752 | 62.41136 | 27.38366 | 35.08325 | 39.09275 | 47.46088 | 34.41618 | 35.88619 | 35.89075 | ⋯ | 37.61905 | 34.07220 | 27.58246 | 30.68759 | 39.91765 | 31.85566 | 38.73467 | 22.38122 | 38.64773 | 46.09329 |
25.69614 | 27.94026 | 61.38498 | 27.52939 | 34.78256 | 39.53693 | 46.99863 | 33.53886 | 36.39415 | 36.65847 | ⋯ | 37.96325 | 34.44942 | 27.58812 | 30.64616 | 39.90997 | 31.52984 | 39.11604 | 22.10699 | 38.82740 | 45.64057 |
25.84766 | 27.92879 | 59.24282 | 27.07352 | 35.17622 | 39.47174 | 47.61270 | 34.05091 | 36.40043 | 36.17165 | ⋯ | 37.81766 | 35.40782 | 27.11679 | 30.96902 | 39.28946 | 31.17449 | 39.12501 | 22.01960 | 38.19156 | 45.19264 |
26.48227 | 28.53689 | 60.38900 | 27.12242 | 35.33282 | 40.17770 | 48.54842 | 34.13330 | 37.31519 | 36.84107 | ⋯ | 38.33904 | 35.50170 | 26.84294 | 30.49741 | 39.32514 | 30.93249 | 38.17625 | 22.03508 | 38.49185 | 44.76616 |
26.32110 | 28.49305 | 60.27710 | 27.66066 | 36.13419 | 39.04839 | 49.61901 | 34.22170 | 38.35277 | 37.03437 | ⋯ | 38.37481 | 35.57288 | 27.39086 | 30.66609 | 39.01516 | 29.58507 | 38.37336 | 22.03288 | 39.42369 | 45.35907 |
26.37020 | 28.83676 | 60.68079 | 26.85544 | 36.41343 | 39.29701 | 48.94778 | 34.87440 | 38.83253 | 37.26245 | ⋯ | 37.96191 | 36.41090 | 27.33186 | 30.57111 | 39.40726 | 29.49152 | 37.67462 | 21.78079 | 40.36431 | 46.22573 |
26.41688 | 28.42942 | 62.55144 | 27.50354 | 36.98786 | 40.50379 | 48.80142 | 34.12702 | 38.16653 | 37.30177 | ⋯ | 38.05789 | 37.00104 | 27.51442 | 30.66127 | 39.67937 | 29.63567 | 37.04645 | 22.45118 | 39.53535 | 46.99702 |
26.62328 | 27.78181 | 61.63408 | 27.83184 | 37.92597 | 40.01140 | 49.47649 | 34.04818 | 38.78969 | 37.44800 | ⋯ | 37.32019 | 36.04920 | 27.88187 | 29.83771 | 39.91125 | 30.74591 | 37.87733 | 22.77512 | 39.14838 | 46.24334 |
26.09908 | 28.14275 | 62.43577 | 28.48818 | 38.41800 | 40.79786 | 49.39413 | 35.12741 | 38.17480 | 37.55359 | ⋯ | 36.55734 | 36.00000 | 27.37135 | 29.90651 | 40.13029 | 30.88915 | 37.53682 | 22.58596 | 38.87603 | 46.46282 |
25.59579 | 28.50425 | 61.43876 | 28.74947 | 38.49462 | 41.62302 | 49.49297 | 35.10065 | 38.93440 | 36.99020 | ⋯ | 37.19510 | 35.65383 | 27.56430 | 30.16547 | 38.66100 | 30.71898 | 37.61685 | 22.54573 | 38.72695 | 46.57033 |
25.73654 | 28.25988 | 60.34799 | 29.81538 | 37.82264 | 40.60419 | 49.39999 | 34.49931 | 39.46279 | 36.91747 | ⋯ | 36.48167 | 35.41193 | 28.16510 | 30.67605 | 39.72300 | 31.12247 | 36.50108 | 22.12953 | 38.74480 | 47.09297 |
24.88889 | 27.78832 | 62.53258 | 28.99512 | 38.15550 | 41.78870 | 49.61711 | 34.00665 | 39.26157 | 36.32503 | ⋯ | 36.67873 | 35.10291 | 28.30366 | 31.67264 | 40.24990 | 30.48757 | 36.54849 | 21.81189 | 39.75819 | 47.69351 |
24.98349 | 27.71184 | 64.28617 | 30.14923 | 37.49126 | 41.90676 | 50.23595 | 32.90944 | 39.11713 | 37.59942 | ⋯ | 37.21525 | 35.29347 | 27.94599 | 32.60571 | 40.31614 | 30.90469 | 35.99595 | 21.70458 | 40.02326 | 46.31743 |
24.52998 | 27.33757 | 64.75984 | 30.89281 | 37.72277 | 40.89075 | 49.58832 | 32.98350 | 38.36093 | 37.42119 | ⋯ | 37.51652 | 35.28003 | 28.35204 | 33.40188 | 40.30330 | 30.59166 | 35.66514 | 22.31874 | 39.54492 | 47.11306 |
24.17411 | 27.67819 | 65.94743 | 30.87988 | 37.64675 | 41.13206 | 49.21559 | 32.42979 | 38.73610 | 37.57700 | ⋯ | 37.79144 | 34.05901 | 27.98050 | 33.80728 | 39.98802 | 30.40571 | 35.68345 | 21.93055 | 40.45861 | 48.41203 |
24.52028 | 27.21212 | 65.88203 | 30.98509 | 38.64595 | 42.08088 | 50.34947 | 32.65670 | 39.12140 | 37.42104 | ⋯ | 38.45880 | 33.43364 | 27.44739 | 33.55884 | 40.43994 | 30.55926 | 34.71671 | 22.20205 | 40.68350 | 46.80770 |
24.72038 | 27.03280 | 65.14642 | 31.33186 | 40.58316 | 43.10183 | 49.84451 | 32.14861 | 38.72463 | 38.38689 | ⋯ | 37.95398 | 33.88968 | 27.68405 | 33.08682 | 40.66684 | 30.48147 | 34.24437 | 22.82430 | 41.94986 | 48.26839 |
25.00955 | 27.06103 | 64.39623 | 32.32945 | 39.99397 | 43.88277 | 49.85370 | 32.07374 | 38.12587 | 38.99913 | ⋯ | 39.12217 | 33.78488 | 27.99789 | 33.17940 | 41.83902 | 30.23017 | 34.66504 | 23.25098 | 41.83339 | 47.84860 |
25.01489 | 26.86716 | 62.32356 | 31.92231 | 39.72009 | 44.52572 | 49.29875 | 32.72351 | 38.24765 | 38.84034 | ⋯ | 38.44211 | 33.75803 | 28.24812 | 31.84346 | 40.73393 | 31.61651 | 35.00731 | 23.21060 | 41.98728 | 46.90294 |
24.46499 | 26.70103 | 62.62974 | 32.09084 | 39.04690 | 44.23789 | 48.34730 | 33.13252 | 38.13343 | 38.12477 | ⋯ | 37.85255 | 34.14607 | 28.10917 | 31.94541 | 40.03023 | 31.41243 | 35.75138 | 23.71816 | 42.61987 | 46.24144 |
24.15531 | 26.91789 | 60.53350 | 32.88854 | 39.45950 | 44.52016 | 49.14295 | 33.71190 | 38.88815 | 38.39239 | ⋯ | 38.31121 | 33.99191 | 28.63155 | 30.57421 | 40.10365 | 31.03741 | 35.83210 | 23.55239 | 42.54569 | 46.25078 |
309.9900 | 309.9900 | 309.9900 | 309.9900 | 309.9900 | 309.9900 | 309.9900 | 309.9900 | 309.9900 | 309.9900 | ⋯ | 309.9900 | 309.9900 | 309.9900 | 309.9900 | 309.9900 | 309.9900 | 309.9900 | 309.9900 | 309.9900 | 309.9900 |
310.3795 | 311.7105 | 308.7712 | 313.6476 | 311.4244 | 309.0492 | 312.2096 | 311.7004 | 313.3527 | 307.1751 | ⋯ | 313.1126 | 304.9777 | 318.1372 | 312.4153 | 310.5998 | 312.1089 | 306.9099 | 307.7042 | 307.5048 | 299.9596 |
312.6814 | 309.1020 | 312.4343 | 313.0963 | 309.7727 | 306.9863 | 315.9567 | 313.8143 | 313.2223 | 304.0072 | ⋯ | 306.8315 | 307.6247 | 329.2965 | 312.8351 | 312.1372 | 315.9612 | 308.2610 | 304.9597 | 307.9544 | 305.5704 |
309.7417 | 310.1615 | 310.7954 | 311.8862 | 310.9558 | 295.5731 | 317.0353 | 314.4246 | 315.0831 | 310.6366 | ⋯ | 302.6464 | 309.2541 | 331.1619 | 313.2763 | 311.5994 | 317.3063 | 304.9017 | 302.6770 | 306.6520 | 306.9864 |
317.6955 | 310.3037 | 307.9260 | 311.2353 | 311.4360 | 296.4940 | 320.9636 | 312.3658 | 313.0188 | 314.1313 | ⋯ | 306.0331 | 301.2797 | 325.9111 | 313.1640 | 308.6715 | 320.9511 | 306.3715 | 309.2309 | 303.8100 | 309.1850 |
320.2174 | 312.7339 | 308.7667 | 318.9637 | 310.5086 | 299.6084 | 323.9609 | 315.8124 | 313.1567 | 315.5997 | ⋯ | 306.9181 | 302.2382 | 322.6200 | 309.3609 | 307.4905 | 328.5971 | 303.9654 | 308.4691 | 306.4957 | 305.8993 |
312.0625 | 313.5584 | 309.7494 | 318.1753 | 306.1728 | 297.0084 | 331.1231 | 322.8387 | 316.0125 | 317.3649 | ⋯ | 299.4166 | 303.3612 | 322.5194 | 309.8393 | 310.0104 | 328.0211 | 310.1351 | 307.8823 | 300.7384 | 308.8478 |
314.6709 | 313.0598 | 306.8804 | 321.3464 | 302.0190 | 293.6448 | 332.1972 | 325.8701 | 316.2167 | 321.2441 | ⋯ | 300.9919 | 299.2661 | 322.4931 | 305.2538 | 312.0238 | 332.8870 | 307.7813 | 309.5321 | 301.8233 | 316.4783 |
315.2792 | 310.4992 | 304.1684 | 321.4451 | 307.0675 | 293.0776 | 332.8770 | 332.7251 | 317.6427 | 323.4402 | ⋯ | 302.3638 | 299.7449 | 326.5925 | 300.3087 | 319.8829 | 338.4930 | 303.7553 | 310.4400 | 299.0614 | 321.7960 |
315.3872 | 315.6863 | 303.6271 | 318.3309 | 308.3038 | 292.4694 | 333.2420 | 339.1347 | 318.4801 | 322.8497 | ⋯ | 299.2398 | 300.5717 | 323.7233 | 294.2284 | 314.1775 | 340.8393 | 294.4147 | 308.4845 | 299.0919 | 321.5421 |
316.8921 | 319.2555 | 305.3438 | 318.3987 | 304.6847 | 294.7751 | 336.7945 | 338.0041 | 317.4705 | 315.3228 | ⋯ | 304.1975 | 304.2478 | 318.8594 | 295.1236 | 316.7029 | 336.3151 | 291.3401 | 313.1047 | 296.4298 | 323.4287 |
317.9463 | 319.2646 | 299.8140 | 315.9197 | 300.8033 | 298.7007 | 336.3182 | 345.4311 | 322.3342 | 318.7939 | ⋯ | 302.4969 | 303.4606 | 315.7999 | 294.4089 | 312.3004 | 332.2830 | 292.5619 | 304.6419 | 292.3390 | 325.7662 |
317.4406 | 320.5125 | 299.8081 | 310.0868 | 302.1448 | 296.1187 | 335.3659 | 354.0886 | 323.7297 | 317.5672 | ⋯ | 306.3560 | 300.8319 | 305.0166 | 297.4226 | 316.2702 | 331.1745 | 293.5305 | 303.9534 | 288.8941 | 326.0161 |
311.6801 | 323.8843 | 300.9722 | 315.3332 | 305.3095 | 298.0233 | 331.5978 | 357.5840 | 321.5782 | 320.0360 | ⋯ | 312.6958 | 302.2677 | 302.4035 | 290.5158 | 308.3998 | 333.4068 | 292.7317 | 301.6522 | 291.1547 | 327.8371 |
313.7869 | 323.2532 | 306.0495 | 310.7628 | 310.7402 | 298.7330 | 328.8173 | 356.9077 | 326.9251 | 319.9868 | ⋯ | 308.2133 | 311.7675 | 299.9457 | 287.3741 | 311.1305 | 331.0437 | 288.0580 | 301.6511 | 291.8802 | 327.9449 |
311.8640 | 319.8470 | 301.9418 | 307.8680 | 313.2847 | 309.7251 | 328.4502 | 356.0308 | 325.9868 | 319.7584 | ⋯ | 305.6948 | 314.3086 | 304.8528 | 283.7747 | 313.6629 | 332.4755 | 284.9735 | 302.3842 | 298.4151 | 327.6680 |
310.8612 | 320.7712 | 297.5779 | 307.9998 | 315.6146 | 310.7687 | 320.4283 | 356.2973 | 326.9000 | 316.4518 | ⋯ | 309.1439 | 313.5175 | 307.6609 | 283.8801 | 310.9154 | 330.1286 | 289.2053 | 304.8071 | 297.9139 | 328.0261 |
311.0329 | 321.9290 | 290.9741 | 304.6724 | 316.5893 | 313.4494 | 321.0942 | 352.6076 | 338.0095 | 313.4656 | ⋯ | 309.8520 | 315.5636 | 312.5307 | 291.4632 | 315.9401 | 329.0889 | 287.6920 | 301.1300 | 294.1001 | 332.8398 |
314.4966 | 315.3986 | 292.8477 | 302.9518 | 321.7111 | 310.8145 | 322.7812 | 359.3892 | 338.9478 | 316.1468 | ⋯ | 305.7360 | 315.6721 | 313.0561 | 289.7922 | 316.4537 | 329.4305 | 283.1530 | 300.4013 | 292.3322 | 333.5694 |
321.2206 | 318.1760 | 300.3557 | 307.2103 | 321.2752 | 314.2501 | 324.1264 | 364.8129 | 340.5913 | 317.6546 | ⋯ | 299.3107 | 310.2839 | 313.5371 | 293.8453 | 310.0530 | 331.9845 | 279.4517 | 299.4935 | 290.4076 | 339.5004 |
324.5942 | 316.6600 | 297.7178 | 314.0794 | 317.7284 | 316.5891 | 325.5233 | 372.3630 | 346.1116 | 316.5602 | ⋯ | 298.2641 | 312.6028 | 307.7285 | 291.8290 | 314.6059 | 325.7914 | 278.4459 | 302.7308 | 287.5894 | 344.0063 |
329.6322 | 317.7040 | 293.7083 | 310.9243 | 320.1741 | 321.5310 | 325.6614 | 373.1117 | 339.3129 | 321.8426 | ⋯ | 297.9520 | 313.9992 | 310.4170 | 295.9203 | 308.3640 | 320.1796 | 282.3697 | 307.0836 | 289.4642 | 346.8507 |
321.5525 | 317.7006 | 293.1463 | 311.5980 | 318.5481 | 326.1998 | 325.4720 | 375.2689 | 340.5971 | 324.0223 | ⋯ | 299.9768 | 310.4375 | 318.2741 | 300.1679 | 312.6058 | 326.1502 | 278.6838 | 311.4572 | 285.6813 | 344.2302 |
322.9295 | 323.8909 | 288.6911 | 311.0068 | 319.7113 | 326.6458 | 322.2637 | 379.6642 | 335.3036 | 320.5180 | ⋯ | 303.4378 | 309.8317 | 313.3352 | 296.6398 | 312.9337 | 325.4612 | 274.9191 | 313.0999 | 289.5596 | 351.8651 |
327.8963 | 321.8058 | 288.0778 | 319.0087 | 320.7228 | 328.1812 | 319.5206 | 379.1519 | 338.0225 | 324.8541 | ⋯ | 305.3390 | 310.3711 | 314.1885 | 302.9460 | 309.8297 | 330.8716 | 275.7881 | 318.2311 | 285.7616 | 359.4755 |
325.8151 | 321.4501 | 290.6837 | 316.8710 | 321.4834 | 326.7784 | 317.0577 | 380.1363 | 336.8493 | 328.2697 | ⋯ | 304.9416 | 315.3926 | 314.4935 | 303.4966 | 312.7498 | 333.3750 | 280.3312 | 310.5981 | 287.4029 | 359.7749 |
324.8910 | 322.8026 | 290.2283 | 322.1117 | 316.1049 | 324.6775 | 313.3594 | 386.2133 | 326.6256 | 318.7761 | ⋯ | 307.7280 | 315.9606 | 311.4553 | 304.5832 | 315.7465 | 337.0229 | 289.5348 | 313.7293 | 294.4939 | 360.0732 |
318.4960 | 318.0785 | 288.7725 | 328.7739 | 319.3430 | 319.6617 | 320.4672 | 389.3704 | 326.7000 | 323.0119 | ⋯ | 309.8556 | 317.3017 | 308.2680 | 301.3068 | 318.6302 | 328.1366 | 296.1921 | 319.5183 | 289.2866 | 366.7559 |
320.8462 | 315.9214 | 291.8858 | 326.5756 | 319.0873 | 326.5427 | 321.9104 | 389.7683 | 333.8309 | 323.4747 | ⋯ | 314.7324 | 318.1669 | 305.3524 | 301.4282 | 317.2818 | 331.0957 | 294.9035 | 327.0278 | 285.3367 | 364.2851 |
319.5627 | 313.7514 | 292.3904 | 325.2501 | 324.1793 | 324.1349 | 320.3069 | 393.4240 | 333.7585 | 323.1000 | ⋯ | 312.7151 | 314.0011 | 312.6753 | 303.4237 | 314.7512 | 345.3457 | 296.9679 | 325.5580 | 289.7289 | 359.1472 |
⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋱ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ |
263.4454 | 462.8510 | 313.8577 | 375.1579 | 394.3315 | 382.6534 | 271.8388 | 370.8799 | 326.7759 | 337.9335 | ⋯ | 312.3495 | 439.8386 | 346.0677 | 285.6287 | 458.3775 | 342.8064 | 318.0526 | 351.6351 | 282.6557 | 377.9241 |
267.3495 | 465.0920 | 313.6397 | 378.6322 | 394.4362 | 377.8259 | 274.3703 | 365.0967 | 328.0789 | 335.8545 | ⋯ | 305.9404 | 442.5369 | 337.1929 | 281.5192 | 460.2362 | 343.3662 | 315.7192 | 348.3979 | 279.4975 | 375.9952 |
268.1720 | 462.2686 | 315.7227 | 380.5775 | 391.9489 | 374.4850 | 276.3449 | 362.6871 | 329.9639 | 331.9362 | ⋯ | 303.6135 | 450.9148 | 342.6755 | 279.0074 | 451.1521 | 342.9893 | 315.4259 | 348.6066 | 280.0901 | 380.7344 |
270.3809 | 457.6102 | 317.9806 | 382.2572 | 392.8956 | 378.9098 | 277.1779 | 364.1753 | 329.2162 | 326.3384 | ⋯ | 306.0824 | 448.4512 | 344.9275 | 269.7590 | 452.6824 | 346.9850 | 318.9922 | 348.5938 | 276.0529 | 383.6553 |
269.1498 | 449.3839 | 319.1013 | 384.9492 | 397.5981 | 379.0257 | 282.8500 | 367.7199 | 332.4213 | 330.6146 | ⋯ | 306.3284 | 438.3052 | 343.8806 | 270.2633 | 450.1487 | 348.2393 | 321.7505 | 351.7148 | 276.8964 | 390.1477 |
271.9885 | 452.5021 | 315.0308 | 381.1092 | 391.5068 | 377.3358 | 283.7301 | 367.2663 | 335.7138 | 331.7821 | ⋯ | 313.9343 | 433.8048 | 347.3659 | 264.1177 | 452.4926 | 347.3787 | 324.2433 | 354.9183 | 277.5339 | 387.2074 |
275.4576 | 455.7994 | 316.4556 | 379.2246 | 394.9163 | 379.4721 | 283.5697 | 364.8958 | 329.9791 | 336.7344 | ⋯ | 308.6692 | 428.7027 | 342.1551 | 267.7459 | 454.8952 | 346.7282 | 319.5545 | 358.4761 | 278.3897 | 387.4571 |
275.8187 | 456.1610 | 308.4061 | 384.9003 | 394.9137 | 369.3992 | 282.8771 | 366.4655 | 331.5442 | 339.0283 | ⋯ | 302.7207 | 426.8135 | 344.0492 | 262.6706 | 463.1550 | 349.5050 | 321.6164 | 360.0922 | 280.6011 | 379.3882 |
280.4875 | 463.1704 | 305.3704 | 380.7418 | 391.9083 | 366.9367 | 281.1804 | 366.4822 | 337.1472 | 335.3077 | ⋯ | 306.3765 | 430.0350 | 343.1366 | 263.5963 | 467.1785 | 352.7909 | 323.7122 | 357.7286 | 276.3398 | 383.5228 |
283.6467 | 456.1445 | 308.4911 | 377.5124 | 392.0540 | 353.2352 | 284.9412 | 369.5361 | 334.7346 | 338.1850 | ⋯ | 311.4276 | 440.0111 | 342.9891 | 262.6864 | 466.9507 | 349.6337 | 318.5187 | 362.1982 | 279.1382 | 385.9383 |
283.1395 | 455.6008 | 310.0847 | 371.3859 | 388.6733 | 348.8456 | 288.4670 | 372.8633 | 331.6800 | 342.1366 | ⋯ | 310.5671 | 430.9404 | 340.4320 | 253.1830 | 466.5198 | 351.9842 | 321.8017 | 367.1811 | 273.8562 | 376.7844 |
280.9164 | 448.5973 | 309.5686 | 363.9584 | 390.7874 | 344.1339 | 284.4463 | 374.1999 | 336.6754 | 341.8832 | ⋯ | 304.5211 | 422.0542 | 339.9862 | 255.0160 | 461.3431 | 353.4838 | 322.4328 | 371.4048 | 273.3211 | 379.1197 |
277.9161 | 442.3569 | 315.5616 | 365.0145 | 386.5468 | 347.6744 | 280.7808 | 375.8778 | 331.4407 | 341.6989 | ⋯ | 302.1089 | 427.1385 | 339.2634 | 257.6750 | 462.3380 | 349.5148 | 320.9856 | 369.1928 | 275.5249 | 380.7070 |
279.9437 | 439.9183 | 317.8037 | 364.3422 | 386.2066 | 347.0061 | 280.1564 | 373.5904 | 334.2779 | 345.3508 | ⋯ | 304.2770 | 432.0890 | 336.7322 | 250.9236 | 459.6432 | 356.8987 | 322.8361 | 372.3415 | 275.9216 | 383.0440 |
275.2729 | 452.4301 | 310.0690 | 368.6758 | 387.4767 | 347.2079 | 277.5178 | 372.8222 | 330.2235 | 354.7805 | ⋯ | 308.0092 | 439.1214 | 340.9896 | 253.8646 | 460.1465 | 358.7725 | 316.5588 | 365.9754 | 273.5813 | 380.0648 |
277.5444 | 449.2059 | 311.3237 | 364.2201 | 385.0825 | 345.8286 | 281.8007 | 375.1513 | 331.4862 | 352.4477 | ⋯ | 306.9591 | 441.1047 | 344.7323 | 253.0781 | 454.7169 | 360.9135 | 317.2818 | 364.1342 | 273.1789 | 377.3724 |
275.9653 | 453.9071 | 313.3849 | 362.0135 | 381.8235 | 343.1879 | 280.6620 | 380.1695 | 335.3245 | 354.1061 | ⋯ | 304.9699 | 441.4667 | 344.4818 | 255.5617 | 454.3049 | 359.2297 | 313.9292 | 363.0970 | 275.6384 | 374.5391 |
279.3120 | 455.6979 | 310.2368 | 359.7758 | 386.6690 | 348.8247 | 281.6705 | 380.7262 | 337.7480 | 358.4801 | ⋯ | 307.0390 | 443.9999 | 347.8385 | 257.0096 | 449.0861 | 358.5902 | 312.9150 | 364.9226 | 268.3275 | 370.0513 |
280.0654 | 458.6297 | 308.2573 | 361.0299 | 394.1721 | 349.2557 | 283.3752 | 384.5740 | 334.7198 | 361.1944 | ⋯ | 307.5466 | 456.1166 | 358.4998 | 259.5915 | 456.2353 | 356.9718 | 316.5513 | 363.2851 | 272.6826 | 371.4599 |
283.3741 | 461.0860 | 306.0644 | 356.5146 | 392.2563 | 343.1926 | 284.2254 | 380.2916 | 337.4495 | 360.6991 | ⋯ | 302.9821 | 452.8503 | 364.3377 | 256.8757 | 464.0663 | 354.6596 | 312.6414 | 361.3300 | 277.0035 | 370.1129 |
281.7579 | 452.9075 | 302.6047 | 361.9115 | 393.0055 | 342.8199 | 285.0824 | 381.5321 | 335.9458 | 363.4608 | ⋯ | 302.0841 | 459.0871 | 371.1570 | 254.2097 | 466.1040 | 359.0739 | 312.7562 | 369.7398 | 273.6961 | 378.4932 |
282.7229 | 448.1489 | 297.0374 | 369.8864 | 394.0735 | 343.7103 | 287.6223 | 385.7128 | 340.6865 | 360.4114 | ⋯ | 302.9558 | 455.6355 | 367.9121 | 257.3020 | 457.3847 | 359.8285 | 318.2050 | 373.3964 | 277.6928 | 378.3507 |
284.4316 | 444.1809 | 290.3993 | 365.8785 | 395.5944 | 349.1340 | 288.7718 | 385.0852 | 338.1820 | 362.9720 | ⋯ | 310.0012 | 455.0909 | 367.0382 | 262.5071 | 465.7977 | 356.6830 | 315.2138 | 370.2056 | 275.3127 | 379.6524 |
283.0564 | 444.1992 | 293.7878 | 358.5751 | 391.6132 | 350.9321 | 287.6170 | 378.1243 | 335.6099 | 356.9775 | ⋯ | 308.3210 | 445.4515 | 369.9103 | 262.2187 | 461.7186 | 352.6680 | 318.4144 | 377.5304 | 273.3713 | 377.1968 |
286.8049 | 433.8761 | 288.1537 | 359.5279 | 393.7493 | 344.3505 | 291.6874 | 379.1321 | 334.9300 | 355.1490 | ⋯ | 310.4513 | 443.0679 | 374.6364 | 265.4462 | 469.8471 | 353.6738 | 322.1832 | 378.8997 | 269.7637 | 377.5734 |
288.5062 | 439.9015 | 283.6228 | 365.7124 | 395.1088 | 334.0200 | 294.7610 | 376.6125 | 343.8626 | 354.6173 | ⋯ | 308.0682 | 428.9664 | 374.7535 | 267.3864 | 478.0328 | 350.6800 | 314.6445 | 372.2190 | 266.5827 | 374.9727 |
289.1013 | 442.5524 | 286.2583 | 362.9285 | 394.2338 | 337.6584 | 301.5943 | 377.6868 | 347.8228 | 357.3449 | ⋯ | 306.0987 | 422.1829 | 380.7340 | 265.1142 | 485.5404 | 352.1714 | 316.0130 | 368.6619 | 264.7062 | 364.3414 |
288.7197 | 437.7964 | 279.3513 | 361.4994 | 404.1789 | 336.7188 | 299.6600 | 378.5843 | 343.0331 | 350.6764 | ⋯ | 307.0581 | 414.8975 | 384.4709 | 264.7840 | 494.9498 | 357.3660 | 318.1205 | 369.7661 | 264.9979 | 364.8712 |
285.2057 | 448.9062 | 282.9349 | 366.1543 | 401.4899 | 331.9583 | 299.3054 | 374.8374 | 340.6811 | 357.5939 | ⋯ | 308.3192 | 418.9263 | 388.8650 | 263.3384 | 495.1071 | 358.7712 | 327.8003 | 363.9927 | 262.9852 | 365.4224 |
279.8323 | 454.8857 | 285.9014 | 373.7235 | 400.0947 | 329.9757 | 299.4442 | 381.5281 | 345.5099 | 360.5989 | ⋯ | 302.7351 | 409.4501 | 381.7221 | 261.8941 | 497.1084 | 356.1452 | 330.0846 | 362.1501 | 262.8509 | 369.4895 |
184.71001 | 184.7100 | 184.7100 | 184.7100 | 184.7100 | 184.7100 | 184.7100 | 184.7100 | 184.7100 | 184.7100 | ⋯ | 184.7100 | 184.7100 | 184.7100 | 184.7100 | 184.7100 | 184.7100 | 184.7100 | 184.7100 | 184.7100 | 184.7100 |
178.78438 | 171.3033 | 187.8955 | 183.5721 | 173.7345 | 195.5243 | 187.2794 | 190.9518 | 192.0335 | 189.9377 | ⋯ | 183.6768 | 179.5855 | 192.0225 | 176.7352 | 186.7841 | 183.3105 | 170.8874 | 189.9842 | 172.1412 | 173.7083 |
178.22591 | 180.6373 | 177.6362 | 183.1436 | 176.4687 | 189.2035 | 178.1956 | 187.4784 | 201.0088 | 193.4957 | ⋯ | 176.7170 | 178.8918 | 203.9109 | 162.3528 | 178.6196 | 180.0614 | 182.4313 | 199.1403 | 166.1343 | 173.0078 |
162.89894 | 184.9008 | 180.9739 | 195.2934 | 177.3618 | 180.7661 | 181.7680 | 195.6418 | 206.3915 | 196.2450 | ⋯ | 181.4172 | 184.2435 | 209.4415 | 168.9722 | 170.6617 | 180.4961 | 182.3991 | 195.7635 | 158.0472 | 176.1161 |
156.82913 | 188.6810 | 177.5237 | 172.8030 | 168.1887 | 174.6700 | 188.9614 | 192.5092 | 207.1472 | 182.4202 | ⋯ | 189.6413 | 187.6708 | 216.5781 | 169.4520 | 166.5744 | 179.4872 | 195.7732 | 196.2865 | 151.3298 | 181.5190 |
139.53594 | 178.8927 | 187.2044 | 172.3503 | 166.2407 | 176.0911 | 184.6342 | 205.6048 | 214.3191 | 175.9923 | ⋯ | 186.3361 | 196.1199 | 214.8241 | 153.9435 | 166.3354 | 181.4168 | 190.7821 | 202.1644 | 144.4650 | 185.5828 |
139.84002 | 195.6922 | 196.0808 | 165.5463 | 177.8884 | 175.7615 | 183.6432 | 204.1245 | 202.7822 | 172.3500 | ⋯ | 179.6622 | 208.0228 | 206.6408 | 153.9231 | 178.2127 | 173.0245 | 193.0307 | 194.4875 | 145.8634 | 178.1763 |
137.28222 | 207.0120 | 190.2358 | 164.3174 | 180.8317 | 177.7363 | 193.0610 | 228.6080 | 196.3786 | 182.1707 | ⋯ | 168.9869 | 206.3133 | 194.5280 | 147.5156 | 169.7746 | 169.8006 | 196.9569 | 189.5250 | 152.7596 | 178.1765 |
141.11752 | 194.8138 | 191.8950 | 162.0956 | 192.2531 | 168.2707 | 188.0933 | 230.8372 | 201.7692 | 188.7638 | ⋯ | 178.6108 | 200.1908 | 194.3715 | 145.9354 | 176.2876 | 156.1740 | 207.2206 | 197.6036 | 161.1776 | 183.8560 |
139.42293 | 196.5116 | 188.0336 | 167.9822 | 191.3318 | 165.5141 | 197.5486 | 219.3043 | 206.6377 | 187.3341 | ⋯ | 178.7434 | 205.1453 | 196.1122 | 147.4300 | 174.5806 | 150.3430 | 212.8480 | 201.2299 | 159.4530 | 173.5950 |
125.82891 | 195.8692 | 199.6751 | 166.4697 | 192.0934 | 168.4597 | 200.3047 | 218.2341 | 222.2274 | 187.4405 | ⋯ | 183.6148 | 201.5085 | 203.9501 | 149.9570 | 179.3459 | 142.8504 | 196.5060 | 192.7484 | 157.0139 | 164.9724 |
127.14166 | 176.2734 | 203.4700 | 179.8472 | 193.5237 | 156.3056 | 204.3928 | 216.8095 | 227.7662 | 192.5092 | ⋯ | 189.1254 | 204.9667 | 218.6976 | 158.9145 | 188.7988 | 144.7611 | 198.1228 | 198.8861 | 165.4213 | 180.4294 |
126.90875 | 180.8148 | 199.3506 | 181.3377 | 186.7317 | 163.7641 | 187.0060 | 216.3632 | 224.7012 | 186.3586 | ⋯ | 188.1091 | 211.1901 | 231.5624 | 156.0225 | 190.8823 | 151.3623 | 196.5428 | 193.0420 | 174.8679 | 186.7974 |
127.55148 | 172.9451 | 205.6866 | 177.7349 | 193.6538 | 176.6270 | 182.3599 | 212.0150 | 218.6212 | 186.9219 | ⋯ | 200.4625 | 220.8713 | 229.9455 | 158.9089 | 182.1826 | 156.4192 | 196.5951 | 206.5149 | 160.9422 | 206.5878 |
128.47112 | 177.1893 | 210.6263 | 180.0183 | 192.9354 | 181.3181 | 186.9964 | 205.1104 | 225.0969 | 185.4908 | ⋯ | 200.0081 | 209.7824 | 224.7195 | 155.2527 | 186.1039 | 150.5264 | 193.5281 | 210.3584 | 163.9266 | 197.5495 |
134.52136 | 176.4870 | 221.6208 | 172.5718 | 187.7985 | 195.9056 | 187.9183 | 201.8797 | 215.3500 | 189.8213 | ⋯ | 208.0467 | 205.8359 | 225.0590 | 154.0375 | 188.6286 | 143.9900 | 202.2349 | 200.3011 | 162.2573 | 197.6696 |
140.75453 | 181.3102 | 225.7711 | 170.9644 | 188.9837 | 185.6576 | 183.1262 | 196.7807 | 212.1711 | 178.8398 | ⋯ | 213.1588 | 199.1162 | 223.9290 | 159.3791 | 178.3704 | 144.5253 | 201.7027 | 206.8212 | 161.5043 | 205.6739 |
134.69999 | 180.3628 | 227.4292 | 172.9987 | 185.0150 | 202.1264 | 180.3194 | 199.3888 | 216.7233 | 177.8563 | ⋯ | 217.9139 | 188.4824 | 227.9721 | 157.5870 | 199.0383 | 146.2591 | 190.0806 | 207.4019 | 168.2895 | 207.5263 |
125.40197 | 174.5745 | 216.2642 | 174.9818 | 184.3028 | 212.5991 | 188.6295 | 195.9394 | 225.8195 | 177.8100 | ⋯ | 215.7965 | 197.0132 | 230.2916 | 158.4329 | 191.6790 | 141.1007 | 185.4632 | 209.1543 | 170.1670 | 212.6333 |
126.10066 | 169.3651 | 239.7318 | 185.9367 | 177.6511 | 224.8894 | 180.1672 | 187.9618 | 215.4061 | 174.4752 | ⋯ | 211.7810 | 186.9160 | 222.6631 | 167.7488 | 200.8567 | 142.0746 | 170.2557 | 198.2734 | 172.4800 | 222.8600 |
118.97364 | 170.9445 | 237.3592 | 176.3436 | 173.4114 | 209.5077 | 175.3238 | 193.3859 | 233.2298 | 182.1275 | ⋯ | 210.8211 | 192.1797 | 235.2416 | 176.5225 | 197.3008 | 145.5954 | 179.4512 | 220.1130 | 165.7480 | 215.4636 |
120.73554 | 161.9047 | 219.8829 | 180.9134 | 177.4855 | 218.1697 | 180.7087 | 185.9208 | 233.4584 | 182.9789 | ⋯ | 212.0724 | 193.0695 | 235.8203 | 183.3083 | 195.3958 | 136.7784 | 172.6702 | 219.3517 | 166.6997 | 225.2608 |
123.68784 | 147.1090 | 215.8395 | 193.4777 | 169.7416 | 219.2432 | 194.5924 | 177.1741 | 239.3922 | 183.4706 | ⋯ | 204.7538 | 181.0076 | 229.2701 | 185.2550 | 193.5313 | 133.8662 | 165.9959 | 224.1053 | 162.1465 | 235.5569 |
117.31128 | 147.8621 | 219.9000 | 190.9746 | 162.1338 | 218.2547 | 195.7078 | 173.2406 | 233.3690 | 192.9738 | ⋯ | 204.2057 | 168.9779 | 223.6459 | 190.8261 | 206.5783 | 134.9895 | 171.5716 | 224.9276 | 166.0182 | 232.3667 |
113.10981 | 147.5730 | 229.8530 | 187.3573 | 187.0711 | 218.9856 | 193.0878 | 148.8927 | 232.3888 | 195.9735 | ⋯ | 205.3824 | 167.8828 | 244.3380 | 198.8735 | 210.1092 | 140.2139 | 167.6651 | 210.0292 | 170.2904 | 253.1581 |
104.69087 | 143.3048 | 215.1095 | 185.2134 | 166.9984 | 230.6260 | 189.5332 | 163.8154 | 212.7801 | 191.1134 | ⋯ | 192.9396 | 171.8597 | 244.4124 | 202.4817 | 208.3040 | 136.8854 | 164.6068 | 223.6175 | 173.4376 | 251.7820 |
101.43869 | 138.8303 | 215.5944 | 185.3921 | 165.5800 | 239.4899 | 190.2447 | 160.7775 | 214.8798 | 195.3549 | ⋯ | 189.5200 | 159.3948 | 243.9515 | 212.1936 | 216.4440 | 131.5924 | 163.3647 | 213.2983 | 181.3320 | 252.7054 |
100.11786 | 138.2351 | 206.3131 | 186.6751 | 160.7016 | 228.9415 | 181.7613 | 163.7182 | 222.0850 | 197.8009 | ⋯ | 193.4756 | 152.4334 | 243.9308 | 202.9199 | 213.9448 | 130.4904 | 177.2935 | 208.5443 | 183.0264 | 249.1234 |
96.06624 | 138.6985 | 192.0293 | 194.4425 | 170.8342 | 233.5336 | 174.2389 | 162.3323 | 228.0265 | 202.7414 | ⋯ | 195.0809 | 149.7951 | 227.9131 | 193.4066 | 220.6192 | 128.6075 | 170.2977 | 198.3944 | 180.1796 | 265.1242 |
96.31892 | 133.7297 | 189.9826 | 195.3778 | 166.2507 | 229.1301 | 182.9323 | 154.0968 | 222.1177 | 204.4191 | ⋯ | 205.8597 | 151.2204 | 216.8684 | 199.2797 | 201.3177 | 127.8015 | 166.8339 | 195.0955 | 181.8316 | 264.0519 |
⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋱ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ |
214.1445 | 187.5957 | 258.6808 | 156.5203 | 298.1352 | 299.3194 | 391.9585 | 125.5481 | 217.5701 | 72.10909 | ⋯ | 89.71731 | 183.6090 | 126.5796 | 117.7681 | 505.6662 | 70.51497 | 225.4367 | 493.6727 | 224.0963 | 185.2837 |
227.4689 | 182.4839 | 255.3172 | 153.4041 | 308.7316 | 309.1897 | 373.1819 | 124.5748 | 231.7703 | 77.82685 | ⋯ | 93.24022 | 180.3548 | 126.4881 | 126.4795 | 522.6551 | 72.60678 | 235.2904 | 520.2003 | 218.3154 | 183.9805 |
220.1446 | 188.3944 | 260.4802 | 142.1184 | 296.7830 | 334.9058 | 356.4309 | 121.3670 | 223.3439 | 77.70071 | ⋯ | 93.46027 | 187.5744 | 126.8115 | 124.1161 | 504.2730 | 72.88793 | 241.4330 | 506.2290 | 216.1137 | 170.7866 |
222.6855 | 187.6017 | 263.8770 | 131.4641 | 305.4467 | 326.8431 | 384.4882 | 127.4269 | 224.9070 | 77.90518 | ⋯ | 94.23958 | 182.7405 | 123.7568 | 116.6310 | 478.4684 | 73.06535 | 233.1919 | 492.5401 | 202.8738 | 179.3331 |
223.2259 | 194.0945 | 256.3560 | 133.7088 | 298.9750 | 318.9389 | 378.3465 | 132.8604 | 228.6312 | 79.22917 | ⋯ | 94.07214 | 180.7794 | 125.9030 | 123.0172 | 454.7283 | 71.23809 | 252.7848 | 472.2452 | 202.1990 | 182.8434 |
212.0253 | 193.2404 | 245.7111 | 130.8335 | 304.3740 | 305.0596 | 397.3169 | 124.1041 | 228.5452 | 80.69078 | ⋯ | 89.05687 | 175.5601 | 122.6779 | 125.5525 | 485.0556 | 73.22113 | 243.9843 | 505.2015 | 200.2809 | 182.9077 |
211.6093 | 202.4578 | 261.1313 | 128.8236 | 298.1454 | 316.0012 | 373.4445 | 131.7081 | 227.0410 | 80.51059 | ⋯ | 93.41045 | 169.7571 | 122.7909 | 120.6806 | 489.1511 | 76.61587 | 231.0815 | 504.9418 | 213.6746 | 196.5007 |
219.9586 | 205.7517 | 264.5569 | 121.6724 | 292.4826 | 325.9546 | 391.3294 | 138.5377 | 240.6814 | 82.36819 | ⋯ | 92.00501 | 162.8156 | 129.8012 | 129.7581 | 501.2288 | 80.76317 | 215.7349 | 510.9791 | 219.4020 | 189.5524 |
214.6394 | 202.2311 | 254.8172 | 120.0219 | 282.2086 | 324.9124 | 384.0211 | 129.2675 | 238.3384 | 78.91348 | ⋯ | 103.71258 | 165.8733 | 128.8623 | 131.8929 | 534.9495 | 83.51326 | 216.9324 | 526.1154 | 217.9353 | 184.5476 |
214.6131 | 210.5818 | 269.0116 | 117.5785 | 271.5724 | 330.3725 | 358.8260 | 138.9556 | 239.4942 | 80.81996 | ⋯ | 109.56360 | 161.7421 | 134.2581 | 140.0060 | 523.5144 | 83.69576 | 208.5020 | 515.9142 | 220.7167 | 197.9507 |
216.5434 | 227.3002 | 268.3810 | 124.9048 | 292.3703 | 339.9397 | 355.0932 | 147.6673 | 232.6623 | 82.81371 | ⋯ | 109.40855 | 168.6844 | 132.3026 | 141.4519 | 518.6128 | 81.89421 | 200.2082 | 508.9572 | 197.6503 | 196.3115 |
232.3203 | 241.0725 | 253.3354 | 125.6585 | 283.7166 | 349.5868 | 376.2289 | 152.0702 | 227.0825 | 80.93600 | ⋯ | 104.69053 | 167.0127 | 123.4722 | 141.2657 | 497.0430 | 77.82079 | 191.9804 | 554.4647 | 188.8121 | 193.2149 |
232.7351 | 258.7150 | 250.0733 | 127.3903 | 268.3861 | 351.8984 | 374.4332 | 157.4758 | 230.5433 | 80.87364 | ⋯ | 104.49161 | 159.6422 | 122.6416 | 139.8280 | 501.8451 | 84.43184 | 186.9720 | 569.5604 | 183.2802 | 199.3666 |
240.8645 | 249.7884 | 265.0148 | 131.8835 | 276.4310 | 356.2636 | 377.7514 | 156.0485 | 222.2317 | 80.08483 | ⋯ | 104.89108 | 158.4228 | 117.8551 | 142.7564 | 495.6251 | 84.56621 | 181.6295 | 573.7027 | 181.3522 | 197.1381 |
239.2425 | 269.4138 | 279.8305 | 129.7005 | 264.4975 | 341.1325 | 370.7872 | 151.0706 | 214.2741 | 78.76852 | ⋯ | 106.76435 | 147.9908 | 121.6920 | 143.6829 | 489.0217 | 84.65654 | 178.4630 | 588.7937 | 191.6125 | 209.9035 |
251.3835 | 254.8051 | 288.1045 | 133.4963 | 257.2919 | 334.6518 | 403.3118 | 147.4769 | 217.3563 | 78.34366 | ⋯ | 104.14299 | 134.3696 | 117.7706 | 144.5346 | 466.1149 | 80.62947 | 193.4670 | 621.9614 | 203.2055 | 209.5261 |
229.4996 | 253.1565 | 299.1954 | 133.1162 | 269.2965 | 323.6423 | 384.1684 | 148.9608 | 228.5844 | 81.64145 | ⋯ | 104.62867 | 132.6153 | 128.0528 | 142.2554 | 461.5071 | 80.93382 | 187.9557 | 618.8643 | 195.5417 | 222.1207 |
237.6815 | 263.4494 | 313.3937 | 130.6213 | 263.4984 | 314.3208 | 365.8155 | 150.1962 | 213.0993 | 85.66601 | ⋯ | 109.53995 | 144.1452 | 130.9975 | 139.3695 | 445.5182 | 84.87436 | 186.3573 | 649.2203 | 199.3882 | 215.8901 |
250.5117 | 275.0929 | 339.5511 | 134.9312 | 237.6812 | 327.2649 | 354.1165 | 151.5632 | 235.6460 | 85.87501 | ⋯ | 110.86926 | 144.0896 | 137.3432 | 136.2640 | 459.8272 | 83.12836 | 190.0863 | 630.6445 | 183.4553 | 212.7990 |
257.0159 | 258.6626 | 340.8914 | 136.8105 | 264.9053 | 325.9604 | 334.1996 | 147.2543 | 247.3456 | 84.91415 | ⋯ | 107.79064 | 148.4301 | 128.7922 | 137.6770 | 437.9914 | 85.81271 | 183.6261 | 621.4322 | 170.1186 | 208.8781 |
247.7435 | 257.6900 | 340.1642 | 142.1697 | 273.8227 | 336.5622 | 333.6282 | 149.2958 | 261.3264 | 82.87742 | ⋯ | 111.97899 | 149.3863 | 133.0747 | 133.4015 | 421.2386 | 83.60291 | 168.0813 | 639.8882 | 165.3775 | 207.4846 |
239.6680 | 252.7569 | 330.1298 | 150.1042 | 260.9768 | 377.1268 | 340.1250 | 154.6150 | 263.7712 | 85.96929 | ⋯ | 115.16513 | 147.0492 | 134.4046 | 128.6385 | 440.9074 | 80.37814 | 171.8587 | 661.5142 | 181.3289 | 200.0996 |
239.2604 | 277.3357 | 308.6508 | 149.1099 | 275.2507 | 388.6716 | 349.1032 | 164.8488 | 260.1008 | 94.28896 | ⋯ | 114.40378 | 150.8966 | 139.1459 | 132.2880 | 450.6803 | 80.82853 | 176.4261 | 688.2619 | 186.6232 | 204.8048 |
243.8818 | 276.8554 | 303.7874 | 158.3655 | 274.2420 | 395.0831 | 376.3393 | 162.4512 | 243.6221 | 97.77055 | ⋯ | 115.95652 | 147.5045 | 143.1020 | 137.7537 | 464.0917 | 79.95725 | 177.2816 | 705.1989 | 188.8839 | 208.3888 |
248.4616 | 273.8274 | 323.9264 | 164.9091 | 271.4708 | 388.5419 | 375.1311 | 157.7042 | 246.3216 | 103.93755 | ⋯ | 113.23214 | 145.3136 | 149.9362 | 137.3541 | 442.9801 | 77.88447 | 168.8926 | 766.4652 | 198.0189 | 206.1194 |
266.0292 | 284.8218 | 330.8625 | 168.0217 | 248.6778 | 387.3397 | 360.3248 | 150.8642 | 243.1756 | 100.52482 | ⋯ | 112.02171 | 145.3364 | 146.6496 | 140.1450 | 464.7674 | 71.46116 | 167.1772 | 741.9311 | 210.3096 | 210.6538 |
266.5747 | 279.3662 | 292.8244 | 154.4183 | 249.3709 | 379.6174 | 348.8487 | 148.0101 | 273.9232 | 104.65038 | ⋯ | 114.71227 | 140.0885 | 139.6612 | 139.8164 | 450.1260 | 70.10925 | 163.3064 | 713.0554 | 210.3071 | 217.1927 |
251.5593 | 297.6014 | 312.0756 | 156.9101 | 237.8010 | 372.7449 | 359.9419 | 143.1418 | 274.5561 | 97.08408 | ⋯ | 109.46856 | 137.3537 | 129.4454 | 135.7447 | 488.2167 | 68.45314 | 156.2996 | 737.5338 | 205.0201 | 218.9820 |
259.4461 | 290.4273 | 318.9130 | 148.7347 | 236.6757 | 380.0842 | 373.4209 | 140.9615 | 272.9708 | 98.28900 | ⋯ | 105.51726 | 133.9592 | 139.7322 | 132.7089 | 497.1864 | 64.46793 | 164.2209 | 759.3142 | 213.8606 | 221.2123 |
250.6765 | 298.3242 | 334.5453 | 144.2732 | 239.3045 | 385.7655 | 380.6572 | 136.1620 | 248.4658 | 98.46647 | ⋯ | 100.08340 | 126.7527 | 136.1359 | 129.2550 | 473.1750 | 64.56751 | 165.6458 | 766.1423 | 192.4567 | 221.5556 |
261.7500 | 261.7500 | 261.7500 | 261.7500 | 261.7500 | 261.7500 | 261.7500 | 261.7500 | 261.7500 | 261.7500 | ⋯ | 261.7500 | 261.7500 | 261.7500 | 261.7500 | 261.7500 | 261.7500 | 261.7500 | 261.7500 | 261.7500 | 261.7500 |
260.5897 | 257.7065 | 263.4156 | 260.9731 | 262.7939 | 262.5655 | 262.0100 | 266.9891 | 260.7794 | 261.5893 | ⋯ | 263.0693 | 262.7959 | 262.0197 | 256.8371 | 260.7339 | 263.7975 | 259.2555 | 266.1334 | 260.5841 | 261.7222 |
260.9068 | 261.5115 | 266.3627 | 260.8123 | 260.0453 | 263.1843 | 262.1545 | 265.1142 | 258.8303 | 264.2954 | ⋯ | 264.1531 | 262.9249 | 259.9882 | 255.2804 | 262.3770 | 262.7108 | 260.6438 | 269.8986 | 259.3940 | 261.5418 |
262.4871 | 262.8767 | 266.7664 | 258.2530 | 260.2906 | 263.5883 | 264.0089 | 263.7743 | 258.2648 | 270.2515 | ⋯ | 259.3597 | 263.0691 | 258.4108 | 251.1722 | 261.8849 | 264.3341 | 262.2445 | 269.3935 | 254.7509 | 261.5777 |
262.4023 | 263.9304 | 267.5658 | 256.6195 | 259.7327 | 266.4551 | 264.1345 | 265.6699 | 258.9292 | 269.8409 | ⋯ | 257.6307 | 262.6310 | 253.7272 | 246.8546 | 262.1767 | 269.0817 | 262.2545 | 273.7628 | 257.8929 | 259.8711 |
267.2946 | 262.5038 | 267.9671 | 259.8212 | 256.5398 | 267.9536 | 262.3220 | 265.2890 | 255.6422 | 265.5224 | ⋯ | 254.5583 | 263.9264 | 254.8769 | 250.7007 | 255.7178 | 267.9179 | 258.6760 | 271.8997 | 253.0054 | 256.2971 |
267.1305 | 264.7736 | 270.4484 | 259.9270 | 256.3349 | 267.1870 | 260.3770 | 263.5425 | 253.2641 | 262.3943 | ⋯ | 257.9636 | 263.8017 | 251.1632 | 249.4708 | 250.7364 | 267.2478 | 256.0241 | 273.8704 | 256.4915 | 255.5347 |
263.3479 | 265.9778 | 268.5296 | 259.0780 | 256.6211 | 268.7852 | 254.3473 | 263.2511 | 256.0609 | 266.9418 | ⋯ | 254.1232 | 265.0300 | 249.3816 | 248.4733 | 244.7711 | 265.9449 | 259.8051 | 271.2823 | 258.9801 | 250.3077 |
260.5597 | 263.2422 | 272.4772 | 256.7296 | 258.8397 | 272.4925 | 257.9507 | 261.9887 | 254.6158 | 265.7106 | ⋯ | 256.1286 | 264.6629 | 247.6278 | 245.8821 | 249.1879 | 265.2385 | 261.3028 | 272.5775 | 253.8986 | 250.2244 |
260.6547 | 261.3692 | 274.1267 | 255.9585 | 259.9202 | 274.3040 | 257.1690 | 260.4971 | 252.8142 | 264.5920 | ⋯ | 254.4351 | 264.0737 | 247.9028 | 251.2433 | 250.3524 | 265.0039 | 264.5684 | 266.0449 | 254.6063 | 252.4251 |
259.1595 | 261.4622 | 274.6179 | 259.2087 | 258.3093 | 276.4471 | 252.8619 | 263.4799 | 249.8994 | 265.3899 | ⋯ | 254.2770 | 258.7590 | 246.8397 | 251.6752 | 250.2123 | 265.0396 | 268.0032 | 262.5346 | 254.4623 | 250.5387 |
259.9996 | 262.5308 | 270.5703 | 259.5391 | 257.2589 | 278.6253 | 255.7924 | 260.3633 | 250.7067 | 263.7579 | ⋯ | 259.7837 | 260.2703 | 248.4020 | 250.9928 | 251.6791 | 266.8756 | 261.6927 | 262.7115 | 250.1658 | 251.2442 |
257.6858 | 259.7886 | 271.6228 | 263.8356 | 252.8214 | 281.2373 | 258.2041 | 260.4426 | 251.1266 | 263.6193 | ⋯ | 257.5633 | 259.9909 | 248.8224 | 249.4021 | 256.9246 | 263.7971 | 260.3555 | 265.0811 | 251.0860 | 249.2130 |
256.9177 | 261.8990 | 270.2198 | 262.8443 | 251.3515 | 286.1579 | 261.0229 | 259.6151 | 248.5718 | 265.4940 | ⋯ | 259.2315 | 257.4339 | 249.8807 | 253.9524 | 257.8825 | 264.2799 | 262.5822 | 264.3232 | 247.0375 | 246.1191 |
258.8142 | 263.3468 | 268.8558 | 263.6787 | 249.6438 | 287.7711 | 261.3653 | 256.7964 | 249.5759 | 265.5911 | ⋯ | 259.7945 | 257.6213 | 249.7461 | 258.7033 | 256.6470 | 264.4783 | 260.7771 | 265.7168 | 247.3990 | 245.0661 |
254.6399 | 266.9319 | 269.7068 | 260.0338 | 255.3831 | 292.0644 | 259.3152 | 261.6825 | 249.0017 | 266.6078 | ⋯ | 262.0037 | 255.9037 | 246.4519 | 255.8798 | 258.2717 | 266.9525 | 263.0511 | 270.1730 | 248.5675 | 246.8451 |
251.1757 | 262.9920 | 268.3497 | 259.4234 | 255.6907 | 296.5376 | 260.1329 | 258.1211 | 243.8161 | 273.5419 | ⋯ | 262.6039 | 256.8947 | 248.5247 | 251.2167 | 263.0835 | 264.0557 | 264.2675 | 270.1754 | 246.4110 | 246.5537 |
247.2849 | 262.3377 | 264.7459 | 259.7676 | 251.7454 | 303.8269 | 255.1954 | 257.4768 | 244.8020 | 276.5848 | ⋯ | 263.3519 | 256.4329 | 247.7858 | 250.2309 | 262.6201 | 264.6745 | 262.8631 | 267.4996 | 248.1228 | 247.4893 |
244.4359 | 263.1818 | 267.1500 | 259.8862 | 250.5989 | 305.1557 | 253.9372 | 260.4017 | 245.2467 | 280.9822 | ⋯ | 264.0726 | 250.7814 | 249.7449 | 255.3209 | 267.5376 | 264.1706 | 262.3078 | 264.4841 | 248.0078 | 246.4152 |
243.5450 | 265.5175 | 270.3163 | 261.7190 | 252.6933 | 308.3395 | 253.1876 | 256.6601 | 245.0113 | 278.3750 | ⋯ | 268.5686 | 251.6165 | 250.4470 | 251.8030 | 270.0381 | 263.0726 | 262.9801 | 269.8031 | 247.6751 | 247.3130 |
246.9626 | 264.7255 | 270.2740 | 265.7605 | 251.0514 | 306.8007 | 250.3780 | 260.0138 | 247.4771 | 281.2550 | ⋯ | 268.1686 | 250.4180 | 251.0209 | 254.8942 | 267.9477 | 263.4199 | 262.2713 | 267.4426 | 247.8096 | 245.3487 |
247.9402 | 262.8983 | 272.4618 | 267.6136 | 251.2874 | 306.3733 | 249.7466 | 261.9035 | 248.7160 | 281.1386 | ⋯ | 267.9810 | 245.0688 | 249.5552 | 259.7632 | 269.9750 | 260.6998 | 260.3438 | 267.5848 | 244.1383 | 247.7847 |
243.9401 | 262.0110 | 271.8408 | 267.2998 | 250.8684 | 304.0545 | 248.6701 | 262.4152 | 244.3837 | 283.4602 | ⋯ | 269.7448 | 245.0635 | 248.3680 | 260.3722 | 272.2577 | 262.1748 | 261.2462 | 269.1082 | 245.9683 | 250.0641 |
247.1064 | 265.1822 | 273.1502 | 266.6812 | 252.2164 | 303.9520 | 251.2102 | 263.9754 | 243.7622 | 280.4393 | ⋯ | 274.6153 | 244.6010 | 250.0822 | 254.8709 | 270.4240 | 260.7828 | 260.6600 | 272.2343 | 244.7479 | 252.4499 |
245.4972 | 267.2914 | 276.1118 | 266.1127 | 249.9749 | 303.4879 | 247.9474 | 268.6288 | 244.5012 | 278.8776 | ⋯ | 273.1948 | 246.2195 | 249.3804 | 256.1521 | 269.0437 | 257.4889 | 261.3077 | 265.1107 | 246.0657 | 256.3381 |
245.3940 | 270.5475 | 280.6968 | 266.5973 | 251.7562 | 301.6100 | 244.0454 | 265.4430 | 242.7329 | 285.1739 | ⋯ | 272.3558 | 246.0003 | 250.6531 | 258.5324 | 271.6497 | 255.1459 | 258.4455 | 265.4365 | 245.8011 | 255.5019 |
245.9752 | 272.5962 | 283.4187 | 263.1142 | 254.3282 | 306.5614 | 241.6006 | 265.3050 | 248.4609 | 285.2281 | ⋯ | 272.1814 | 245.5678 | 251.5693 | 258.9127 | 273.4478 | 256.0902 | 261.4682 | 263.0762 | 247.3456 | 256.1731 |
241.6576 | 268.5198 | 282.1830 | 267.3740 | 254.7742 | 307.4340 | 241.1074 | 265.8464 | 250.5272 | 287.3674 | ⋯ | 272.4987 | 248.7573 | 252.7397 | 261.8320 | 270.9316 | 259.1558 | 265.8674 | 265.9324 | 248.6770 | 252.6191 |
240.9823 | 274.2883 | 283.9417 | 267.4155 | 252.1216 | 308.4432 | 237.4381 | 265.6746 | 253.1595 | 286.2880 | ⋯ | 273.0585 | 246.4521 | 247.0296 | 262.5333 | 269.2902 | 263.3156 | 265.5042 | 263.5920 | 252.4827 | 254.4266 |
242.6967 | 270.1375 | 284.3262 | 265.0375 | 254.0929 | 311.1753 | 235.2630 | 264.5777 | 256.1742 | 287.9267 | ⋯ | 274.6980 | 248.3963 | 245.2353 | 260.1057 | 270.0141 | 263.0218 | 269.2608 | 262.9760 | 251.7924 | 257.0568 |
⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋱ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ |
306.4948 | 327.5594 | 325.4631 | 269.5894 | 288.9799 | 310.6838 | 287.9726 | 277.7154 | 286.8045 | 294.5695 | ⋯ | 434.2670 | 332.2630 | 300.2610 | 246.7977 | 315.0274 | 298.1526 | 348.6559 | 269.6152 | 295.3328 | 318.5096 |
306.9667 | 325.8944 | 328.5122 | 276.9216 | 293.1315 | 310.9319 | 286.0806 | 278.9740 | 285.3708 | 297.1361 | ⋯ | 432.7787 | 331.9986 | 299.3445 | 249.9083 | 311.9521 | 294.1801 | 354.6108 | 270.1661 | 293.8449 | 315.9900 |
306.3387 | 322.6156 | 329.0001 | 278.2549 | 289.2007 | 312.0468 | 287.6376 | 277.0707 | 284.3030 | 295.0351 | ⋯ | 430.2800 | 325.8018 | 303.6165 | 252.3633 | 306.2006 | 294.3835 | 353.6682 | 276.5238 | 290.4456 | 316.2999 |
313.0267 | 317.6518 | 325.6308 | 280.5919 | 288.6299 | 313.5315 | 281.8694 | 277.3001 | 282.5777 | 294.8084 | ⋯ | 424.1109 | 329.1773 | 306.6460 | 253.4807 | 306.9469 | 295.5932 | 360.5739 | 276.7047 | 298.4604 | 317.2234 |
311.9690 | 310.7729 | 313.3666 | 280.3326 | 290.7904 | 314.1756 | 280.6307 | 272.3814 | 281.3945 | 289.9798 | ⋯ | 420.5182 | 329.5713 | 306.3751 | 252.5719 | 308.7185 | 298.7100 | 358.2963 | 280.6477 | 297.0893 | 321.0539 |
313.6055 | 306.2625 | 308.4337 | 280.7604 | 292.0880 | 312.1723 | 278.2221 | 272.6675 | 279.2790 | 283.4693 | ⋯ | 418.1563 | 331.0833 | 302.9738 | 250.3991 | 305.2058 | 300.7009 | 371.0083 | 284.2791 | 295.3675 | 320.7500 |
309.2175 | 307.4604 | 311.2685 | 280.2594 | 290.9640 | 309.1800 | 271.8192 | 269.2550 | 278.8915 | 283.6472 | ⋯ | 416.8308 | 328.1745 | 301.6644 | 252.5294 | 304.4439 | 297.7238 | 375.3837 | 284.8220 | 298.1952 | 321.2112 |
309.9427 | 309.9647 | 309.1282 | 283.0760 | 289.1885 | 312.8574 | 272.8025 | 269.6624 | 278.1258 | 278.3936 | ⋯ | 417.4690 | 323.7738 | 303.5834 | 252.5942 | 304.8904 | 293.9263 | 378.8973 | 279.8326 | 297.3947 | 328.0400 |
319.3572 | 304.4424 | 309.6400 | 285.2752 | 288.1370 | 314.4719 | 273.4988 | 265.0574 | 279.3697 | 282.9855 | ⋯ | 418.9377 | 323.1376 | 304.2115 | 250.5503 | 304.8654 | 288.2097 | 381.4080 | 277.1740 | 297.8434 | 328.9586 |
317.0778 | 302.4065 | 308.3976 | 278.9201 | 291.8114 | 317.8789 | 275.4727 | 265.8148 | 277.9836 | 280.6337 | ⋯ | 416.9910 | 322.5437 | 300.3730 | 249.5188 | 304.8252 | 285.7195 | 377.6503 | 271.1821 | 298.9168 | 331.5257 |
313.9018 | 304.9685 | 306.0734 | 278.1166 | 294.2581 | 319.3773 | 271.9969 | 265.7854 | 271.8127 | 278.6692 | ⋯ | 410.9332 | 316.4168 | 302.7970 | 249.9940 | 309.4085 | 278.4855 | 378.6080 | 272.0482 | 304.6470 | 338.1019 |
311.6049 | 299.8823 | 301.0295 | 273.5126 | 295.0255 | 321.1475 | 272.8206 | 263.2693 | 272.3290 | 277.4172 | ⋯ | 410.6513 | 313.5923 | 301.4266 | 244.1347 | 310.4224 | 279.7672 | 378.2122 | 276.2983 | 299.3726 | 335.9699 |
314.2279 | 301.9313 | 298.8036 | 269.4656 | 292.0192 | 322.9836 | 270.8926 | 263.9196 | 272.8784 | 279.1543 | ⋯ | 414.1779 | 320.3168 | 304.9102 | 244.7443 | 312.9750 | 276.8492 | 382.0552 | 278.0441 | 298.9400 | 330.2404 |
313.6753 | 305.4782 | 299.5755 | 270.8523 | 294.5797 | 327.5612 | 267.7320 | 262.2713 | 274.4433 | 283.3263 | ⋯ | 414.7297 | 321.5517 | 307.3243 | 241.9212 | 316.2371 | 275.5272 | 378.6137 | 277.5727 | 298.2142 | 336.5581 |
315.1549 | 305.8404 | 297.2207 | 267.4596 | 292.9394 | 327.3537 | 267.8121 | 265.5796 | 269.7656 | 284.6490 | ⋯ | 417.3012 | 328.3958 | 312.5822 | 246.1822 | 313.5008 | 278.4506 | 382.1407 | 273.2518 | 305.5518 | 334.3821 |
316.3426 | 305.5066 | 295.8107 | 265.0818 | 290.9465 | 329.0611 | 270.7546 | 267.5634 | 266.3252 | 286.5308 | ⋯ | 422.7652 | 332.0370 | 313.5368 | 244.4974 | 312.1494 | 277.8864 | 381.4542 | 271.6728 | 309.8337 | 337.1082 |
315.5847 | 306.4551 | 295.1435 | 265.3745 | 289.1879 | 326.5991 | 268.9682 | 267.4265 | 268.0116 | 290.0693 | ⋯ | 428.8432 | 332.6439 | 316.0463 | 240.8143 | 307.4519 | 277.8161 | 382.3718 | 275.5802 | 302.6285 | 343.5529 |
312.9980 | 307.0241 | 298.5691 | 264.1530 | 288.6579 | 323.0653 | 263.1228 | 269.3530 | 268.0018 | 291.8053 | ⋯ | 426.1236 | 336.4446 | 326.9883 | 240.0476 | 300.6720 | 271.4379 | 387.1156 | 273.4473 | 299.7750 | 344.9893 |
308.5205 | 307.6156 | 293.1770 | 271.1198 | 290.6426 | 312.3302 | 265.0642 | 270.8739 | 269.1473 | 287.0148 | ⋯ | 424.5596 | 332.5378 | 324.1106 | 240.5489 | 297.3062 | 273.8728 | 383.1777 | 276.0856 | 299.9199 | 348.9237 |
313.8684 | 309.9763 | 289.8437 | 275.0074 | 286.1660 | 316.4293 | 263.8502 | 273.3232 | 268.9999 | 287.0768 | ⋯ | 418.4688 | 329.3329 | 325.1041 | 240.5956 | 299.1239 | 277.7239 | 386.8167 | 271.6626 | 298.6011 | 346.9212 |
316.3834 | 310.7093 | 294.4431 | 271.0930 | 281.7239 | 320.1763 | 267.3810 | 271.5537 | 270.2910 | 286.4832 | ⋯ | 415.6688 | 330.5422 | 321.8957 | 240.3280 | 299.8156 | 275.9887 | 383.8757 | 275.0345 | 294.7897 | 345.1932 |
309.8802 | 307.4200 | 297.7765 | 272.3318 | 286.6681 | 317.1715 | 275.5813 | 270.0334 | 269.6818 | 284.8740 | ⋯ | 416.6251 | 330.0073 | 315.4268 | 235.8749 | 304.5901 | 279.6601 | 386.7640 | 284.1928 | 291.6818 | 344.8399 |
301.4918 | 306.4805 | 291.4738 | 269.9461 | 288.0517 | 321.3447 | 271.8138 | 270.2136 | 271.2221 | 286.7138 | ⋯ | 421.4426 | 326.1073 | 319.3552 | 232.0408 | 306.8960 | 282.0241 | 393.7584 | 280.0118 | 288.0803 | 339.0202 |
299.2221 | 304.5501 | 286.7026 | 266.2026 | 284.3943 | 324.6828 | 274.6715 | 271.5423 | 271.3344 | 287.8839 | ⋯ | 423.1477 | 325.0232 | 319.3244 | 234.5417 | 306.7791 | 285.8217 | 398.2050 | 280.5430 | 288.9752 | 345.1749 |
297.9240 | 300.6844 | 287.6767 | 262.7109 | 281.6343 | 321.9758 | 268.4188 | 269.9335 | 266.4503 | 287.7488 | ⋯ | 422.1612 | 324.6672 | 317.5085 | 235.3155 | 307.2461 | 287.1667 | 398.0073 | 281.6586 | 290.9352 | 352.5170 |
297.2285 | 298.3877 | 293.6951 | 263.4968 | 281.3590 | 321.8577 | 271.7596 | 276.1505 | 267.7398 | 288.3769 | ⋯ | 416.7171 | 321.3599 | 317.5362 | 231.3433 | 305.1125 | 286.5823 | 400.6355 | 275.5767 | 297.4251 | 351.0671 |
301.1998 | 297.0476 | 295.0183 | 259.6035 | 281.9430 | 322.8087 | 271.5198 | 278.7369 | 274.2741 | 295.2603 | ⋯ | 414.3521 | 323.6749 | 316.5270 | 234.5229 | 300.4362 | 285.7937 | 405.4093 | 277.5788 | 300.1109 | 348.0038 |
298.0628 | 297.6587 | 294.6726 | 253.3596 | 284.0195 | 320.1673 | 273.5931 | 281.2814 | 270.9245 | 289.2039 | ⋯ | 412.2732 | 325.6386 | 316.0870 | 233.2799 | 305.7059 | 282.9697 | 397.6609 | 279.2793 | 298.7638 | 348.1693 |
300.0208 | 296.8666 | 293.3560 | 251.9157 | 286.1274 | 318.4292 | 271.5585 | 283.2359 | 274.7451 | 283.2756 | ⋯ | 414.8526 | 325.4906 | 314.7747 | 229.7193 | 300.7133 | 284.8793 | 397.4562 | 276.9843 | 295.2200 | 347.6458 |
298.3212 | 296.7925 | 290.8023 | 250.9364 | 283.7542 | 321.4866 | 272.7120 | 284.7413 | 272.3110 | 283.6399 | ⋯ | 417.8105 | 329.6134 | 315.1835 | 228.8344 | 296.8491 | 286.2156 | 394.8134 | 274.6321 | 292.6644 | 347.5482 |
# Visualize the simulation
library(reshape2)
library(ggplot2)
library(grid)
multiplot <- function(..., plotlist=NULL, cols) {
require(grid)
# Make a list from the ... arguments and plotlist
plots <- c(list(...), plotlist)
numPlots = length(plots)
# Make the panel
plotCols = cols # Number of columns of plots
plotRows = ceiling(numPlots/plotCols) # Number of rows needed, calculated from # of cols
# Set up the page
grid.newpage()
pushViewport(viewport(layout = grid.layout(plotRows, plotCols)))
vplayout <- function(x, y)
viewport(layout.pos.row = x, layout.pos.col = y)
# Make each plot, in the correct location
for (i in 1:numPlots) {
curRow = ceiling(i/plotCols)
curCol = (i-1) %% plotCols + 1
print(plots[[i]], vp = vplayout(curRow, curCol ))
}
}
# AAPL
AAPLdf = data.frame(day, AAPLMonteCarlo)
AAPLlong = melt(AAPLdf , id="day") # convert to long format
g1 = ggplot(AAPLlong, aes(x=day, y=value)) +
geom_line(colour="green", size=1, alpha = 0.3) +
labs(y="Simulated Stock Price",
x="Day",
title="AAPL Simulated")
# NVDA
NVDAdf = data.frame(day, NVDAMonteCarlo)
NVDAlong = melt(NVDAdf, id="day") # convert to long format
g2 = ggplot(NVDAlong , aes(x=day, y=value)) +
geom_line(colour="green", size=1, alpha = 0.3) +
labs(y="Simulated Stock Price",
x="Day",
title="NVDA Simulated")
# BABA
BABAdf = data.frame(day, BABAMonteCarlo)
BABAlong = melt(BABAdf, id="day") # convert to long format
g3 = ggplot(BABAlong , aes(x=day, y=value)) +
geom_line(colour="green", size=1, alpha = 0.3) +
labs(y="Simulated Stock Price",
x="Day",
title="BABA Simulated")
# AMD
AMDdf = data.frame(day, AMDMonteCarlo)
AMDlong = melt(AMDdf, id="day") # convert to long format
g4 = ggplot(AMDlong , aes(x=day, y=value)) +
geom_line(colour="green", size=1, alpha = 0.3) +
labs(y="Simulated Stock Price",
x="Day",
title="AMD Simulated")
# GLW
GLWdf = data.frame(day, GLWMonteCarlo)
GLWlong = melt(GLWdf, id="day") # convert to long format
g5 = ggplot(GLWlong , aes(x=day, y=value)) +
geom_line(colour="green", size=1, alpha = 0.3) +
labs(y="Simulated Stock Price",
x="Day",
title="GLW Simulated")
# LMT
LMTdf = data.frame(day, LMTMonteCarlo)
LMTlong = melt(LMTdf, id="day") # convert to long format
g6 = ggplot(LMTlong , aes(x=day, y=value)) +
geom_line(colour="green", size=1, alpha = 0.3) +
labs(y="Simulated Stock Price",
x="Day",
title="LMT Simulated")
# RTN
RTNdf = data.frame(day, RTNMonteCarlo)
RTNlong = melt(RTNdf, id="day") # convert to long format
g7 = ggplot(RTNlong , aes(x=day, y=value)) +
geom_line(colour="green", size=1, alpha = 0.3) +
labs(y="Simulated Stock Price",
x="Day",
title="RTN Simulated")
# BA
BAdf = data.frame(day, BAMonteCarlo)
BAlong = melt(BAdf, id="day") # convert to long format
g8 = ggplot(BAlong , aes(x=day, y=value)) +
geom_line(colour="green", size=1, alpha = 0.3) +
labs(y="Simulated Stock Price",
x="Day",
title="BA Simulated")
multiplot(g1, g2, g3, g4, g5, g6, g7, g8, cols=2)
# Initial Price
rownames(priceInit) = c("Initial Price")
colnames(priceInit) = c("AAPL", 'NVDA', 'BABA', 'AMD','GLW', 'LMT', 'RTN', 'BA')
priceInit
# Looking at the last day's stock price of each simulation
# AAPL
probs = c(.005, .025, .25, .5, .75, .975, .995)
AAPLdist = quantile(AAPLdf$X252, probs = probs)
# NVDA
probs = c(.005, .025, .25, .5, .75, .975, .995)
NVDAdist = quantile(NVDAdf$X252, probs = probs)
# BABA
probs = c(.005, .025, .25, .5, .75, .975, .995)
BABAdist = quantile(BABAdf$X252, probs = probs)
# AMD
probs = c(.005, .025, .25, .5, .75, .975, .995)
AMDdist = quantile(AMDdf$X252, probs = probs)
# GLW
probs = c(.005, .025, .25, .5, .75, .975, .995)
GLWdist = quantile(GLWdf$X252, probs = probs)
# LMT
probs = c(.005, .025, .25, .5, .75, .975, .995)
LMTdist = quantile(LMTdf$X252, probs = probs)
# RTN
probs = c(.005, .025, .25, .5, .75, .975, .995)
RTNdist = quantile(RTNdf$X252, probs = probs)
# BA
probs = c(.005, .025, .25, .5, .75, .975, .995)
BAdist = quantile(BAdf$X252, probs = probs)
dist = cbind(AAPLdist, NVDAdist, BABAdist, AMDdist, GLWdist, LMTdist, RTNdist, BAdist)
dist
priceInit = matrix(nrow = 1, ncol = 8)
for (i in 1:8) {
priceInit[1, i] = prices[length(prices[,i]),i, na.rm=TRUE]
}
AAPL | NVDA | BABA | AMD | GLW | LMT | RTN | BA | |
---|---|---|---|---|---|---|---|---|
Initial Price | 172.5 | 208.69 | 183.21 | 11.12 | 31.67 | 309.99 | 184.71 | 261.75 |
AAPLdist | NVDAdist | BABAdist | AMDdist | GLWdist | LMTdist | RTNdist | BAdist | |
---|---|---|---|---|---|---|---|---|
0.5% | 167.9945 | 194.6142 | 166.0316 | 6.517723 | 25.92675 | 278.3246 | 67.89957 | 236.1425 |
2.5% | 181.2465 | 201.1175 | 168.2456 | 6.632736 | 26.69750 | 281.1498 | 70.41372 | 237.7663 |
25% | 200.7316 | 263.7726 | 179.2228 | 8.422106 | 27.91262 | 295.0645 | 85.27381 | 249.2233 |
50% | 237.3138 | 306.5331 | 205.2947 | 9.224985 | 30.91528 | 309.9333 | 94.67500 | 258.8876 |
75% | 330.4857 | 330.9289 | 226.7247 | 9.786726 | 36.00015 | 359.4403 | 105.08769 | 270.8939 |
97.5% | 399.5175 | 359.2124 | 242.8707 | 10.714836 | 39.57995 | 381.1891 | 179.86716 | 277.4864 |
99.5% | 406.1184 | 365.0748 | 251.0317 | 11.098032 | 40.04829 | 383.0876 | 193.30780 | 279.3323 |
For AAPL: On the last day of the simulation, the 95% confidence interval is between $181.25 - $399.52, with a median estimated price of $237.31.
For NVDA: On the last day of the simulation, the 95% confidence interval is between $201.12 - $359.21, with a median estimated price of $306.53.
For BABA: On the last day of the simulation, the 95% confidence interval is between $168.25 - $242.87, with a median estimated price of $205.29.
For AMD: On the last day of the simulation, the 95% confidence interval is between $6.63 - $10.71, with a median estimated price of $9.22.
For GLW: On the last day of the simulation, the 95% confidence interval is between $26.70 - $39.58, with a median estimated price of $30.92.
For LMT: On the last day of the simulation, the 95% confidence interval is between $281.15 - $381.18, with a median estimated price of $309.93.
For RTN: On the last day of the simulation, the 95% confidence interval is between $70.41 - $179.87, with a median estimated price of $94.68.
For BA: On the last day of the simulation, the 95% confidence interval is between $237.77 - $277.49, with a median estimated price of $258.89.
Comments on the stocks
Comparing the simulated prices with the initial prices and AAPL, NVDA, and BABA are more likely to grow according to the 95% CI and the median estimated prices. AAPL seems to have the strongest growth. Advanced Micro Devices could potentially suffer from a price drop based on both the median and the 95% CI as the initial price is higher than both. The stock prices of Corning (GLW) and Lockheed Martin (LMT) seem to be constant over the 252 trading days with slight fluctuations. Raytheon (RNT), on the other hand, faces large fluctuations in its share prices, so not a safe investment according to this analysis. Boeing seems stable like Corning and Lockheed Martin with small fluctuations over the 252 trading days.