Hi, Dear Respected Professor! I hope that you are doing well. Kindly help
me with the following:
I have the R-codes for the "Quantile Augmented Mean Group" method. The
relevant codes and data are attached herewith.
Note: The link to the reference paper is:
https://www.econ.cam.ac.uk/people-files/emeritus/mhp1/fp20/qmg40-rev21.pdf
My Issue:
When I run the given codes to estimate the results for my own data. I have
to face several errors. I humbly request the experts to help me to estimate
the results for my data.
Thank you so much for your precious time.
Regards
Muhammad Zubair Chishti
Ph.D. Student
School of Business,
Zhengzhou University, Henan, China.
My Google scholar link:
https://scholar.google.com/citationshl=en&user=YPqNJMwAAAAJ
My ResearchGate link: https://www.researchgate.net/profile/Muhammad-Chishti
rm(list = ls())
#
date()
sessionInfo()
#########################################################################
# MONTE CARLO EXPERIMENT 4
##########################################################################
##########################################################################
# Libraries
##########################################################################
library(quantreg)
library(splines)
library(SparseM)
#library(plm)
library(MASS)
##########################################################################
# Functions
##########################################################################
source("rq.fit.panel.all.revised.R")
#########################################################################
# Data
##########################################################################
n <- c(100,100,100,200,200,200)
m <- c(50,100,200,50,100,200)
#n <- c(100,100,100)
#m <- c(50,100,200)
S = 200
R <- 400
lambda = 0.5
beta1 = 1
beta2 = 0.5
rho_x = 0.8
rho_f = 0.9
rho_x_scale = sqrt(1-rho_x^2)
rho_f_scale = sqrt(1-rho_f^2)
z0 = 0
f0 = 0
delta = 0.1
Egamma = 0.5
Vgamma = 1
Evartheta = 0.5
Vvartheta = 1
Emu = 0.5
Vmu = 1
GeoLambda <- array(NA,c(length(S)))
MG.F00 <- array(0,c(3,R,length(n)))
MG.G00 <- array(0,c(3,R,length(n)))
DYN.F00 <- array(0,c(3,R,length(n)))
DYN.G00 <- array(0,c(3,R,length(n)))
set.seed(14)
for (ii in 1:length(n))
{
#ii=i=1
s <- rep(1:n[ii],each=m[ii])
st <- rep(1:m[ii],n[ii])
for(i in 1:R){
z1it <- z2it <- y0 <- Y <- YL1 <- YL2 <- u <- NULL
deltai <- rep(runif(n[ii],0,0.2),each=(m[ii]+S))
sigmai <- rep(runif(n[ii],0.9,1.1),each=(m[ii]+S))
for(t in 1:(m[ii]+S))
{
# f
if(t==1){f1 <- f0}
if(t!=1){f1 <- rbind(f1,rho_f * f1[t-1] + rho_f_scale *
rnorm(1))}
if(t==1){f2 <- f0}
if(t!=1){f2 <- rbind(f2,rho_f * f2[t-1] + rho_f_scale *
rnorm(1))}
}
f1 <- rep(f1,n[ii])
f2 <- rep(f2,n[ii])
for(j in 1:n[ii])
{
for(t in 1:(m[ii]+S))
{
if(t==1){z1 <- z0}
if(t!=1){z1 <- rbind(z1,rho_x * z1[t-1] + rho_x_scale *
rnorm(1))}
if(t==1){z2 <- z0}
if(t!=1){z2 <- rbind(z2,rho_x * z2[t-1] + rho_x_scale *
rnorm(1))}
}
z1it <- c(z1it,z1)
z2it <- c(z2it,z2)
}
mu <- sqrt(Vmu)*rnorm(n[ii],Emu)
mu <- rep(mu,each=(m[ii]+S))
vartheta <- sqrt(Vvartheta)*rnorm(n[ii],Evartheta)
vartheta <- rep(vartheta,each=(m[ii]+S))
x1 <- mu + vartheta * f1 + z1it
x2 <- mu + vartheta * f2 + z2it
X1 <- matrix(x1,m[ii]+S,n[ii])
X1S <- X1[c(1:S),]
X1T <- X1[-c(1:S),]
X2 <- matrix(x2,m[ii]+S,n[ii])
X2S <- X2[c(1:S),]
X2T <- X2[-c(1:S),]
x1bar <- rep(apply(X1T,2,mean),each=m[ii])
x2bar <- rep(apply(X2T,2,mean),each=m[ii])
gamma1 <- sqrt(Vgamma)*rnorm(n[ii],Egamma)
gamma1 <- rep(gamma1,each=(m[ii]+S))
gamma2 <- sqrt(Vgamma)*rnorm(n[ii],Egamma)
gamma2 <- rep(gamma2,each=(m[ii]+S))
Gamma1 <- matrix(gamma1,m[ii]+S,n[ii])
gamma1T <- c(Gamma1[-c(1:S),])
Gamma2 <- matrix(gamma2,m[ii]+S,n[ii])
gamma2T <- c(Gamma2[-c(1:S),])
U <- sigmai * (1 + deltai * x1) * rnorm( (m[ii]+S) * n[ii] )
epsilon <- gamma1 * f1 + gamma2 * f2 + U
Epsilon <- matrix(epsilon,m[ii]+S,n[ii])
epsilonS <- Epsilon[c(1:S),]
epsilonT <- Epsilon[-c(1:S),]
F1 <- matrix(f1,m[ii]+S,n[ii])
F1S <- F1[c(1:S),]
F1T <- F1[-c(1:S),]
F2 <- matrix(f2,m[ii]+S,n[ii])
F2S <- F2[c(1:S),]
F2T <- F2[-c(1:S),]
f1bar <- rep(apply(F1T,2,mean),each=m[ii])
f2bar <- rep(apply(F2T,2,mean),each=m[ii])
U <- matrix(U,m[ii]+S,n[ii])
US <- U[c(1:S),]
UT <- U[-c(1:S),]
ubar <- rep(apply(UT,2,mean),each=m[ii])
alpha <- x1bar + gamma1T * f1bar + ubar + rep(rnorm(n[ii]),each=m[ii])
Alpha <- matrix(alpha,m[ii],n[ii])
beta1ix <- rep(runif(n[ii],-0.25,0.25),each=m[ii])
beta1i <- beta1 + beta1ix
betauniq <- beta1i[st==1]
for (oi in 1:S){ GeoLambda[oi] <- lambda^(oi-1)}
for (sj in 1:n[ii])
{
y0[sj] <- (1-lambda)^(-1) * Alpha[1,sj] + betauniq[sj] *
sum(GeoLambda * rev(X1S[,sj])) + beta2 * sum(GeoLambda * rev(X2S[,sj])) +
sum(GeoLambda * rev(epsilonS[,sj]))
}
for (j in 1:n[ii])
{
for(t in 1:m[ii])
{
if(t==1){y <- Alpha[t,j] + lambda * y0[j] +
betauniq[j] * X1T[t,j] + beta2 * X2T[t,j] + epsilonT[t,j]}
if(t!=1){y <- rbind(y, Alpha[t,j] + lambda * y[t-1] +
betauniq[j] * X1T[t,j] + beta2 * X2T[t,j] + epsilonT[t,j])}
}
Y <- c(Y,y)
}
for (j in 1:n[ii])
{
Ysj <- cbind(Y,s)[s==j,]
YL1 <- c(YL1,c(NA,Ysj[-dim(Ysj)[1],1]))
}
for (j in 1:n[ii])
{
YL1sj <- cbind(YL1,s)[s==j,]
YL2 <- c(YL2,c(NA,YL1sj[-dim(YL1sj)[1],1]))
}
YY <- cbind(Y,YL1)
X <- cbind(c(X1T),c(X2T))
mYX <- PQ(cbind(YY,X),st)$Ph
YX <- cbind(s,YY,X,mYX)
YX <- na.omit(YX)
BetasHP <- matrix(0,6,n[ii])
#
for (isi in 1:n[ii]){
fit <-
rq(YX[YX[,1]==isi,2]~YX[YX[,1]==isi,3]+YX[YX[,1]==isi,4]+YX[YX[,1]==isi,5]+YX[YX[,1]==isi,6]+YX[YX[,1]==isi,7]+YX[YX[,1]==isi,8]+YX[YX[,1]==isi,9],tau=0.5)
BetasHP[1,isi] <- fit$coef[2]
BetasHP[2,isi] <- fit$coef[3]
BetasHP[3,isi] <- fit$coef[3]/(1-fit$coef[2])
fit <-
rq(YX[YX[,1]==isi,2]~YX[YX[,1]==isi,3]+YX[YX[,1]==isi,4]+YX[YX[,1]==isi,5]+YX[YX[,1]==isi,6]+YX[YX[,1]==isi,7]+YX[YX[,1]==isi,8]+YX[YX[,1]==isi,9],tau=0.25)
BetasHP[4,isi] <- fit$coef[2]
BetasHP[5,isi] <- fit$coef[3]
BetasHP[6,isi] <- fit$coef[3]/(1-fit$coef[2])
}
#
# Hashem
#
MG.F00[1,i,ii] <- mean(BetasHP[1,])
MG.F00[2,i,ii] <- mean(BetasHP[2,])
MG.F00[3,i,ii] <- mean(BetasHP[3,])
MG.G00[1,i,ii] <- mean(BetasHP[4,])
MG.G00[2,i,ii] <- mean(BetasHP[5,])
MG.G00[3,i,ii] <- mean(BetasHP[6,])
#
# Galvao
#
YYY <- cbind(Y,YL1,YL2)
YYX <- cbind(s,YYY,X)
YYX <- na.omit(YYX)
fit <-
rq.fit.ivpanel(YYX[,3],cbind(YYX[,5],YYX[,6]),YYX[,4],YYX[,2],YYX[,1],tau=0.5)
DYN.F00[1,i,ii] <- fit[1]
DYN.F00[2,i,ii] <- fit[2]
DYN.F00[3,i,ii] <- fit[2]/(1-fit[1])
fit <-
rq.fit.ivpanel(YYX[,3],cbind(YYX[,5],YYX[,6]),YYX[,4],YYX[,2],YYX[,1],tau=0.25)
DYN.G00[1,i,ii] <- fit[1]
DYN.G00[2,i,ii] <- fit[2]
DYN.G00[3,i,ii] <- fit[2]/(1-fit[1])
}
}
#
# Functions to obtain bias and rmse
#
bias <- function(x,beta,delta,tau){(mean(x) - (beta+delta*qnorm(tau)))}
se <- function(x){sqrt(var(x))}
rmse <- function(x,beta,delta,tau){ ( (mean(x) - (beta+delta*qnorm(tau)))^2 +
var(x) )^.5}
bias.theta <- function(x,beta,delta,lambda,tau){
theta <- (beta+delta*qnorm(tau))/(1-lambda)
(mean(x) - theta)
}
se <- function(x){sqrt(var(x))}
rmse.theta <- function(x,beta,delta,lambda,tau){
theta <- (beta+delta*qnorm(tau))/(1-lambda)
( (mean(x) - theta)^2 + var(x) )^.5
}
#
# Generate a Table
#
B <- array(NA,c(12,6))
colnames(B) <- c("DYN", "QMG", "DYN", "QMG", "DYN", "QMG")
j=1
for (i in 1:length(n))
{
j = (2 * i) - 1
B[j,3] <- bias(DYN.F00[1,,i],lambda,delta=0,tau=0.5)
B[j+1,3] <- rmse(DYN.F00[1,,i],lambda,delta=0,tau=0.5)
B[j,4] <- bias(MG.F00[1,,i],lambda,delta=0,tau=0.5)
B[j+1,4] <- rmse(MG.F00[1,,i],lambda,delta=0,tau=0.5)
B[j,1] <- bias(DYN.F00[2,,i],beta1,delta=delta,tau=0.5)
B[j+1,1] <- rmse(DYN.F00[2,,i],beta1,delta=delta,tau=0.5)
B[j,2] <- bias(MG.F00[2,,i],beta1,delta=delta,tau=0.5)
B[j+1,2] <- rmse(MG.F00[2,,i],beta1,delta=delta,tau=0.5)
B[j,5] <-
bias.theta(DYN.F00[3,,i],beta1,delta=delta,lambda=lambda,tau=0.5)
B[j+1,5] <-
rmse.theta(DYN.F00[3,,i],beta1,delta=delta,lambda=lambda,tau=0.5)
B[j,6] <-
bias.theta(MG.F00[3,,i],beta1,delta=delta,lambda=lambda,tau=0.5)
B[j+1,6] <-
rmse.theta(MG.F00[3,,i],beta1,delta=delta,lambda=lambda,tau=0.5)
}
#
round(B,4)
#
#
# Generate a Table
#
Bt <- array(NA,c(12,6))
colnames(Bt) <- c("DYN", "QMG", "DYN", "QMG", "DYN", "QMG")
j=1
for (i in 1:length(n))
{
j = (2 * i) - 1
Bt[j,3] <- bias(DYN.G00[1,,i],lambda,delta=0,tau=0.25)
Bt[j+1,3] <- rmse(DYN.G00[1,,i],lambda,delta=0,tau=0.25)
Bt[j,4] <- bias(MG.G00[1,,i],lambda,delta=0,tau=0.25)
Bt[j+1,4] <- rmse(MG.G00[1,,i],lambda,delta=0,tau=0.25)
Bt[j,1] <- bias(DYN.G00[2,,i],beta1,delta=delta,tau=0.25)
Bt[j+1,1] <- rmse(DYN.G00[2,,i],beta1,delta=delta,tau=0.25)
Bt[j,2] <- bias(MG.G00[2,,i],beta1,delta=delta,tau=0.25)
Bt[j+1,2] <- rmse(MG.G00[2,,i],beta1,delta=delta,tau=0.25)
Bt[j,5] <-
bias.theta(DYN.G00[3,,i],beta1,delta=delta,lambda=lambda,tau=0.25)
Bt[j+1,5] <-
rmse.theta(DYN.G00[3,,i],beta1,delta=delta,lambda=lambda,tau=0.25)
Bt[j,6] <-
bias.theta(MG.G00[3,,i],beta1,delta=delta,lambda=lambda,tau=0.25)
Bt[j+1,6] <-
rmse.theta(MG.G00[3,,i],beta1,delta=delta,lambda=lambda,tau=0.25)
}
#
round(Bt,4)
ns <- c(rep(n,each=2))
ms <- c(rep(m,each=2))
round(cbind(ns,ms,B),4)
round(cbind(ns,ms,Bt),4)
#
# Final Tables for the Normal Case:
#
Table1.beta <- round(cbind(ns,ms,B[,1:2],Bt[,1:2]),4)
Table1.beta
Table1.lambda.theta <- round(cbind(ns,ms,B[,-c(1:2)],Bt[,-c(1:2)]),4)
Table1.lambda.theta
################################################################
# Panel Quantile Regression
# Lamarche, Journal of Econometrics (2010)
##########################################################################
rq.fit.panel <- function(X,y,s,w=c(.25,.5,.25),taus=(1:3)/4,lambda = 1){
require(SparseM)
require(quantreg)
K <- length(w)
if(K != length(taus))
stop("length of w and taus must match")
X <- as.matrix(X)
p <- ncol(X)
n <- length(levels(as.factor(s)))
N <- length(y)
if(N != length(s) || N != nrow(X))
stop("dimensions of y,X,s must match")
Z <- as.matrix.csr(model.matrix(~as.factor(s)-1))
Fidelity <- cbind(as(w,"matrix.diag.csr") %x% X,as.matrix.csr(w) %x% Z)
Penalty <- cbind(as.matrix.csr(0,n,K*p),lambda*as(n,"matrix.diag.csr"))
D <- rbind(Fidelity,Penalty)
y <- c(w %x% y,rep(0,n))
a <- c((w*(1-taus)) %x% (t(X)%*%rep(1,N)),sum(w*(1-taus)) * (t(Z) %*% rep(1,N))
+ lambda/2 * rep(1,n))
rq.fit.sfn(D,y,rhs=a)
}
#
################################################################
# Quantile Regression IV Panel Data Functions
# Harding and Lamarche, Economics Letters 104 (2009), 133-135
##########################################################################
# Functions
##########################################################################
rq.fit.fe <- function(X,y,w=1,taus=tau)
{
require(SparseM)
require(quantreg)
K <- length(w)
if(K != length(taus))
stop("length of w and taus must match")
X <- as.matrix(X)
p <- ncol(X)
n <- length(levels(as.factor(s)))
N <- length(y)
if( N != nrow(X))
stop("dimensions of y,X must match")
D <- cbind(as(w,"matrix.diag.csr") %x% X)
y <- c(w %x% y)
a <- c((w*(1-taus)) %x% (t(X)%*%rep(1,N)))
rq.fit.sfn(D,y,rhs=a)
}
#############################################
rq.fit.ivpanel <- function(d,exo,iv,y,s,tau)
{
# IV Quantile Regression with Fixed Effects
# s is an strata indicator
# d is the endogenous variable
# exo are the exogenous variables, no intercept.
# iv is the intrument
Z <- model.matrix(s~as.factor(s)-1)[,-1]
exo <- cbind(exo,Z)
X <- cbind(exo,1)
x <- cbind(d,X)
w <- cbind(iv,X)
ww <- t(w) %*% w
ww.inv <- ginv(as.matrix(ww))
wd <- t(w)%*%d
dhat <- w%*%ww.inv%*%wd
PSI <- cbind(dhat,X)
PSI1 <- cbind(d,X)
coef <- rq.fit.fe(PSI,y,tau=tau)$coef
resid <- y - PSI1%*%coef
mu1 <- mean(resid)
sigma1 <- var(resid)
c <-
((1-tau)*tau)/(dnorm(qnorm(tau,mu1,sqrt(sigma1)),mu1,sqrt(sigma1))^2)
PSIinv <- diag(length(coef))
PSIinv <- backsolve(qr(x)$qr[1:length(coef), 1:length(coef)], PSIinv)
PSIinv <- PSIinv %*% t(PSIinv)
vc1 <- c*PSIinv
std <- sqrt((length(y)/100)*diag(vc1))
alpha <- seq(coef[1]-2*std[1],coef[1]+2*std[1],by=std[1]/20)
z <- cbind(dhat,X)
betas <- matrix(NA,dim(z)[2],length(alpha))
g <- matrix(NA,length(alpha),1)
for (i in 1:length(alpha)){
ya <- y - alpha[i]*d
betas[,i] <- rq.fit.fe(z,ya,tau=tau)$coef
g[i,] <- max(svd(betas[1:dim(dhat)[2],i])$d)
}
I <- which.min(g[,1])
param1 <- alpha[I]
est1 <- betas[(dim(dhat)[2]+1):dim(z)[2],I]
c(param1,est1)
}
PQ <- function(h, id){
if(is.vector(h))
h <- matrix(h, ncol = 1)
Ph <- unique(id)
Ph <- cbind(Ph, table(id))
for(i in 1:ncol(h))
Ph <- cbind(Ph, tapply(h[, i], id, mean))
is <- tapply(id, id)
Ph <- Ph[is, - (1:2)]
Qh <- h - Ph
list(Ph=as.matrix(Ph), Qh=as.matrix(Qh), is=is)
}year country id region Y X1 X2 X3
1991 Bangladesh 1 South Asia 9.603127 3.583519
6.029999 0.004491
1992 Bangladesh 1 South Asia 9.645541 4.276666
6.060667 0.011738
1993 Bangladesh 1 South Asia 9.688961 3.583519
6.085023 0.042362
1994 Bangladesh 1 South Asia 9.776786 3.663562
6.101786 0.033012
1995 Bangladesh 1 South Asia 9.958414 4.248495
6.130386 0.004998
1996 Bangladesh 1 South Asia 9.984114 3.091043
6.153317 0.029135
1997 Bangladesh 1 South Asia 10.06139 3.828641
6.176122 0.288897
1998 Bangladesh 1 South Asia 10.06764 3.465736
6.205823 0.380236
1999 Bangladesh 1 South Asia 10.15447 3.89182
6.231239 0.350304
2000 Bangladesh 1 South Asia 10.22655 4.248495
6.263295 0.525362
2001 Bangladesh 1 South Asia 10.39273 4.077538
6.293958 0.145444
2002 Bangladesh 1 South Asia 10.42274 3.7612
6.313373 0.095579
2003 Bangladesh 1 South Asia 10.46722 4.060443
6.342367 0.445961
2004 Bangladesh 1 South Asia 10.53694 3.871201
6.377284 0.689472
2005 Bangladesh 1 South Asia 10.58408 3.912023
6.425748 1.17121
2006 Bangladesh 1 South Asia 10.68207 3.091043
6.476864 0.635657
2007 Bangladesh 1 South Asia 10.70413 3.367296
6.532804 0.817754
2008 Bangladesh 1 South Asia 10.81226 4.094345
6.579747 1.44975
2009 Bangladesh 1 South Asia 10.90547 4.007333
6.617799 0.879495
2010 Bangladesh 1 South Asia 11.00581 4.189655
6.660772 1.06893
2011 Bangladesh 1 South Asia 11.05459 3.610918
6.711969 0.983167
2012 Bangladesh 1 South Asia 11.12241 4.204693
6.763596 1.1881
2013 Bangladesh 1 South Asia 11.14846 4.094345
6.810426 1.73542
2014 Bangladesh 1 South Asia 11.20855 3.78419
6.857845 1.46871
2015 Bangladesh 1 South Asia 11.30311 3.713572
6.910141 1.45129
2016 Bangladesh 1 South Asia 11.34149 4.343805
6.967947 1.05355
2017 Bangladesh 1 South Asia 11.31571 4.110874
7.027555 0.724996
2018 Bangladesh 1 South Asia 11.35356 4.234107
7.092753 1.07292
2019 Bangladesh 1 South Asia 11.39004 4.158538
7.160707 0.527728
1991 India 2 South Asia 13.39725 7.144407
6.355242 0.027226
1992 India 2 South Asia 13.45753 7.129298
6.388584 0.095942
1993 India 2 South Asia 13.49213 7.097549
6.415291 0.197056
1994 India 2 South Asia 13.54728 7.370231
6.460325 0.297386
1995 India 2 South Asia 13.60672 7.342779
6.514149 0.594986
1996 India 2 South Asia 13.69032 7.415175
6.567978 0.617479
1997 India 2 South Asia 13.72961 7.5632 6.588986
0.860209
1998 India 2 South Asia 13.74961 7.717351
6.630597 0.625286
1999 India 2 South Asia 13.81127 7.698936
6.697302 0.472645
2000 India 2 South Asia 13.84687 7.698936
6.717312 0.765213
2001 India 2 South Asia 13.85584 7.774436
6.747137 1.05638
2002 India 2 South Asia 13.86835 7.898411
6.767575 1.01157
2003 India 2 South Asia 13.91045 8.138857
6.826727 0.605889
2004 India 2 South Asia 13.95902 8.297544
6.886822 0.765601
2005 India 2 South Asia 14.01646 8.459776
6.947276 0.886101
2006 India 2 South Asia 14.08073 8.645762
7.009343 2.13017
2007 India 2 South Asia 14.1574 8.74767 7.068066 2.0734
2008 India 2 South Asia 14.26555 8.767952
7.083817 3.62052
2009 India 2 South Asia 14.36862 8.89041 7.145393
2.65159
2010 India 2 South Asia 14.35766 9.088511
7.213447 1.63503
2011 India 2 South Asia 14.42341 9.087155
7.251647 2.00206
2012 India 2 South Asia 14.51553 9.164611
7.292458 1.31293
2013 India 2 South Asia 14.52402 9.275098
7.342533 1.51628
2014 India 2 South Asia 14.61874 9.395989
7.402562 1.69566
2015 India 2 South Asia 14.6647 9.439784 7.468322
2.09212
2016 India 2 South Asia 14.69417 9.487896
7.536754 1.93736
2017 India 2 South Asia 14.67822 9.613202
7.594196 1.50659
2018 India 2 South Asia 14.71247 9.698245
7.643219 1.55234
2019 India 2 South Asia 14.74559 9.682623
7.682086 1.7601
1991 Pakistan 3 South Asia 11.13083 3.091043
6.623234 0.566385
1992 Pakistan 3 South Asia 11.19533 2.833213
6.669584 0.688315
1993 Pakistan 3 South Asia 11.26457 2.944439
6.659513 0.672761
1994 Pakistan 3 South Asia 11.34852 3.433987
6.66861 0.805119
1995 Pakistan 3 South Asia 11.34432 3.044523
6.689074 1.19175
1996 Pakistan 3 South Asia 11.4558 2.772589
6.707948 1.45606
1997 Pakistan 3 South Asia 11.45859 3.295837
6.689339 1.14723
1998 Pakistan 3 South Asia 11.48928 3.806663
6.686045 0.81361
1999 Pakistan 3 South Asia 11.51676 3.78419
6.694335 0.844795
2000 Pakistan 3 South Asia 11.57542 3.828641
6.709579 0.375528
2001 Pakistan 3 South Asia 11.5925 4.060443
6.719292 0.475565
2002 Pakistan 3 South Asia 11.64469 4.007333
6.719895 1.03373
2003 Pakistan 3 South Asia 11.686 4.043051
6.752639 0.581949
2004 Pakistan 3 South Asia 11.78753 4.29046
6.802336 1.03749
2005 Pakistan 3 South Asia 11.82508 4.962845
6.842523 1.83332
2006 Pakistan 3 South Asia 11.89188 4.510859
6.876906 3.11298
2007 Pakistan 3 South Asia 11.976 4.691348
6.901286 3.66832
2008 Pakistan 3 South Asia 11.9771 5.135798
6.895526 3.19736
2009 Pakistan 3 South Asia 11.97563 4.946575
6.901116 1.3904
2010 Pakistan 3 South Asia 12.04041 4.736198
6.895085 1.1413
2011 Pakistan 3 South Asia 12.05301 4.521789
6.900608 0.620823
2012 Pakistan 3 South Asia 12.0443 4.564348 6.91381
0.382827
2013 Pakistan 3 South Asia 12.07172 5.01728 6.9358
0.576511
2014 Pakistan 3 South Asia 12.11404 4.983607
6.960564 0.772219
2015 Pakistan 3 South Asia 12.14708 5.342334
6.985914 0.618356
2016 Pakistan 3 South Asia 12.2118 5.31812 7.018865
0.924442
2017 Pakistan 3 South Asia 12.22476 5.26269 7.05217
0.819523
2018 Pakistan 3 South Asia 12.25219 5.723585
7.088336 0.552187
2019 Pakistan 3 South Asia 12.27889 5.437818
7.077883 0.797205
1991 Sri Lanka 4 South Asia 8.33728 3.496508
7.114354 0.537191
1992 Sri Lanka 4 South Asia 8.553552 3.583519
7.146011 1.26379
1993 Sri Lanka 4 South Asia 8.525583 3.89182
7.202191 1.88108
1994 Sri Lanka 4 South Asia 8.61725 3.583519
7.247259 1.4202
1995 Sri Lanka 4 South Asia 8.683363 4.330733
7.29263 0.429754
1996 Sri Lanka 4 South Asia 8.862575 3.912023
7.323131 0.862546
1997 Sri Lanka 4 South Asia 8.938054 4.394449
7.379592 2.84958
1998 Sri Lanka 4 South Asia 8.965127 3.988984
7.420446 1.22459
1999 Sri Lanka 4 South Asia 9.061544 4.779123
7.457251 1.12677
2000 Sri Lanka 4 South Asia 9.233888 4.26268
7.509413 1.05899
2001 Sri Lanka 4 South Asia 9.253746 4.787492
7.486721 1.09075
2002 Sri Lanka 4 South Asia 9.310729 4.812184
7.517662 1.18828
2003 Sri Lanka 4 South Asia 9.312717 4.553877
7.566928 1.21133
2004 Sri Lanka 4 South Asia 9.417283 4.787492
7.611499 1.12668
2005 Sri Lanka 4 South Asia 9.401052 5.003946
7.663938 1.11613
2006 Sri Lanka 4 South Asia 9.390696 5.030438
7.730127 1.69626
2007 Sri Lanka 4 South Asia 9.421745 5.01728
7.788496 1.86397
2008 Sri Lanka 4 South Asia 9.409801 5.303305
7.839166 1.84753
2009 Sri Lanka 4 South Asia 9.486116 5.308268
7.866986 0.960391
2010 Sri Lanka 4 South Asia 9.492774 5.416101
7.937249 0.841873
2011 Sri Lanka 4 South Asia 9.624922 5.267858
8.011215 1.46405
2012 Sri Lanka 4 South Asia 9.684178 5.403015
8.097428 1.37521
2013 Sri Lanka 4 South Asia 9.610035 5.793014
8.123019 1.25482
2014 Sri Lanka 4 South Asia 9.793913 5.581481
8.162103 1.12609
2015 Sri Lanka 4 South Asia 9.909146 5.384495
8.201768 0.843203
2016 Sri Lanka 4 South Asia 10.05889 5.634789
8.234608 1.08864
2017 Sri Lanka 4 South Asia 9.958387 5.624018
8.258461 1.57012
2018 Sri Lanka 4 South Asia 10.00054 5.83773
8.280507 1.82135
2019 Sri Lanka 4 South Asia 10.04099 5.784201
8.296966 1.34904
1991 China 5 Southeast and East Asia 14.75735 8.905444
6.667122 1.13884
1992 China 5 Southeast and East Asia 14.80376 9.212538
6.787789 2.61316
1993 China 5 Southeast and East Asia 14.87285 9.399637
6.906159 6.18688
1994 China 5 Southeast and East Asia 14.93335 9.322865
7.017535 5.98716
1995 China 5 Southeast and East Asia 15.01556 9.21144
7.110573 4.88044
1996 China 5 Southeast and East Asia 15.05767 9.361172
7.19475 4.65183
1997 China 5 Southeast and East Asia 15.05952 9.44715
7.272808 4.72533
1998 China 5 Southeast and East Asia 15.01678 9.528867
7.338669 4.43558
1999 China 5 Southeast and East Asia 15.01489 9.656692
7.403888 3.749
2000 China 5 Southeast and East Asia 15.04081 10.14038
7.47751 3.47508
2001 China 5 Southeast and East Asia 15.06471 10.31022
7.55035 3.513
2002 China 5 Southeast and East Asia 15.16365 10.59177
7.631025 3.6091
2003 China 5 Southeast and East Asia 15.32853 10.94675
7.72043 3.4874
2004 China 5 Southeast and East Asia 15.4706 11.09416
7.810812 3.48364
2005 China 5 Southeast and East Asia 15.58995 11.44556
7.91285 4.55425
2006 China 5 Southeast and East Asia 15.69181 11.71438
8.026999 4.50858
2007 China 5 Southeast and East Asia 15.71727 11.93859
8.154832 4.40097
2008 China 5 Southeast and East Asia 15.83746 12.17859
8.24187 3.73363
2009 China 5 Southeast and East Asia 15.83809 12.3419
8.326735 2.56889
2010 China 5 Southeast and East Asia 15.98754 12.58815
8.422982 4.00356
2011 China 5 Southeast and East Asia 16.09109 12.93803
8.50941 3.70883
2012 China 5 Southeast and East Asia 16.12095 13.19061
8.580198 2.82709
2013 China 5 Southeast and East Asia 16.14357 13.46586
8.650077 3.03988
2014 China 5 Southeast and East Asia 16.14687 13.59378
8.716633 2.55923
2015 China 5 Southeast and East Asia 16.13249 13.78325
8.779601 2.19218
2016 China 5 Southeast and East Asia 16.10734 14.00197
8.84043 1.55564
2017 China 5 Southeast and East Asia 16.26585 14.03522
8.901995 1.34913
2018 China 5 Southeast and East Asia 16.30578 14.14756
8.96277 1.69391
2019 China 5 Southeast and East Asia 16.34418 13.92918
9.01849 1.08636
1991 Mongolia 6 Southeast and East Asia 9.405889
3.332205 7.367468 0.46742
1992 Mongolia 6 Southeast and East Asia 9.307406
3.258096 7.258868 0.15179
1993 Mongolia 6 Southeast and East Asia 9.136139
4.007333 7.217929 1.00208
1994 Mongolia 6 Southeast and East Asia 8.980473 4.85203
7.231436 0.745288
1995 Mongolia 6 Southeast and East Asia 8.977238
4.867535 7.285588 0.674854
1996 Mongolia 6 Southeast and East Asia 8.992399
4.736198 7.299654 1.18152
1997 Mongolia 6 Southeast and East Asia 8.950019
5.225747 7.329641 2.11697
1998 Mongolia 6 Southeast and East Asia 8.950019
4.997212 7.353999 1.68084
1999 Mongolia 6 Southeast and East Asia 8.929835
5.294919 7.37555 2.87495
2000 Mongolia 6 Southeast and East Asia 8.923505
5.398055 7.378066 4.72312
2001 Mongolia 6 Southeast and East Asia 8.972597
4.663439 7.397961 4.96846
2002 Mongolia 6 Southeast and East Asia 9.022494
4.795791 7.434464 5.56734
2003 Mongolia 6 Southeast and East Asia 8.991488
5.117994 7.491787 8.24548
2004 Mongolia 6 Southeast and East Asia 9.053856
4.962845 7.581637 4.6645
2005 Mongolia 6 Southeast and East Asia 9.055141 4.60517
7.639705 7.435
2006 Mongolia 6 Southeast and East Asia 9.147918
4.634729 7.709048 7.18969
2007 Mongolia 6 Southeast and East Asia 9.398017
5.116176 7.793039 8.80189
2008 Mongolia 6 Southeast and East Asia 9.395886
5.146237 7.863729 15.0216
2009 Mongolia 6 Southeast and East Asia 9.480535
4.330733 7.835167 13.6045
2010 Mongolia 6 Southeast and East Asia 9.533938 4.70048
7.879781 23.5263
2011 Mongolia 6 Southeast and East Asia 9.975791
4.721803 8.020883 43.9121
2012 Mongolia 6 Southeast and East Asia 10.46524
4.688076 8.117639 34.756
2013 Mongolia 6 Southeast and East Asia 10.68342
4.890349 8.207817 16.3701
2014 Mongolia 6 Southeast and East Asia 10.29665
4.934474 8.263681 2.76259
2015 Mongolia 6 Southeast and East Asia 10.05558
4.691348 8.267555 0.802747
2016 Mongolia 6 Southeast and East Asia 10.14126
4.718499 8.260038 -37.1548
2017 Mongolia 6 Southeast and East Asia 10.39272
4.820282 8.293421 13.0788
2018 Mongolia 6 Southeast and East Asia 10.4448 4.406719
8.345422 14.8872
2019 Mongolia 6 Southeast and East Asia 10.4943 4.63126
8.377969 17.6378
1991 Indonesia 7 Southeast and East Asia 12.09921
3.526361 7.492439 1.27077
1992 Indonesia 7 Southeast and East Asia 12.21887
4.204693 7.538481 1.38799
1993 Indonesia 7 Southeast and East Asia 12.295 3.637586
7.584985 1.2683
1994 Indonesia 7 Southeast and East Asia 12.30779
3.367296 7.641738 1.19225
1995 Indonesia 7 Southeast and East Asia 12.32359
4.110874 7.705297 2.15008
1996 Indonesia 7 Southeast and East Asia 12.44229
3.688879 7.76562 2.7242
1997 Indonesia 7 Southeast and East Asia 12.53774
4.369448 7.79702 2.1678
1998 Indonesia 7 Southeast and East Asia 12.27467
4.532599 7.642113 -0.25229
1999 Indonesia 7 Southeast and East Asia 12.39665 5.02388
7.63604 -1.33257
2000 Indonesia 7 Southeast and East Asia 12.4815 5.056246
7.670269 -2.75744
2001 Indonesia 7 Southeast and East Asia 12.59442
5.356586 7.692375 -1.85569
2002 Indonesia 7 Southeast and East Asia 12.63375
5.455321 7.722814 0.074152
2003 Indonesia 7 Southeast and East Asia 12.666 5.303305
7.756021 -0.254256
2004 Indonesia 7 Southeast and East Asia 12.72972 5.42495
7.791687 0.738244
2005 Indonesia 7 Southeast and East Asia 12.74254
5.459586 7.833688 2.91611
2006 Indonesia 7 Southeast and East Asia 12.75165
5.662961 7.873942 1.34794
2007 Indonesia 7 Southeast and East Asia 12.83613
5.648974 7.922223 1.60301
2008 Indonesia 7 Southeast and East Asia 12.93979
5.955837 7.967387 1.82633
2009 Indonesia 7 Southeast and East Asia 13.00902
6.028278 7.999344 0.903919
2010 Indonesia 7 Southeast and East Asia 12.96865
6.230482 8.046346 2.02518
2011 Indonesia 7 Southeast and East Asia 13.14211
6.278522 8.092734 2.30298
2012 Indonesia 7 Southeast and East Asia 13.17994
6.226732 8.137768 2.30978
2013 Indonesia 7 Southeast and East Asia 12.93606
6.496775 8.178442 2.55136
2014 Indonesia 7 Southeast and East Asia 12.82111
6.553934 8.214188 2.81997
2015 Indonesia 7 Southeast and East Asia 13.14754
6.964136 8.249125 2.29762
2016 Indonesia 7 Southeast and East Asia 13.24161
7.003974 8.286032 0.487372
2017 Indonesia 7 Southeast and East Asia 13.19482
7.727975 8.323735 2.01949
2018 Indonesia 7 Southeast and East Asia 13.22316
7.249215 8.362803 1.81434
2019 Indonesia 7 Southeast and East Asia 13.25072
7.392084 8.400823 2.19637
1991 Malaysia 8 Southeast and East Asia 11.13592
4.663439 8.484363 8.13633
1992 Malaysia 8 Southeast and East Asia 11.22921 5.01728
8.543756 8.76047
1993 Malaysia 8 Southeast and East Asia 11.42653
5.288267 8.613049 7.48285
1994 Malaysia 8 Southeast and East Asia 11.45117
5.407172 8.676203 5.82961
1995 Malaysia 8 Southeast and East Asia 11.70464 4.94876
8.744744 4.71025
1996 Malaysia 8 Southeast and East Asia 11.73906
5.398163 8.814539 5.03534
1997 Malaysia 8 Southeast and East Asia 11.73464
5.187386 8.859601 5.13624
1998 Malaysia 8 Southeast and East Asia 11.64559 5.26269
8.757887 2.99775
1999 Malaysia 8 Southeast and East Asia 11.58928
5.384495 8.793035 4.92147
2000 Malaysia 8 Southeast and East Asia 11.74192
5.327876 8.854671 4.03843
2001 Malaysia 8 Southeast and East Asia 11.81761
5.602119 8.837879 0.597029
2002 Malaysia 8 Southeast and East Asia 11.82371
5.774551 8.869547 3.16612
2003 Malaysia 8 Southeast and East Asia 11.97197
5.929589 8.905762 2.92094
2004 Malaysia 8 Southeast and East Asia 12.05455
6.257668 8.951677 3.50787
2005 Malaysia 8 Southeast and East Asia 12.11827
6.257668 8.983973 2.73439
2006 Malaysia 8 Southeast and East Asia 12.10131
6.274762 9.018609 4.72719
2007 Malaysia 8 Southeast and East Asia 12.12712
6.507277 9.060101 4.68689
2008 Malaysia 8 Southeast and East Asia 12.22603
6.706862 9.088174 3.28079
2009 Malaysia 8 Southeast and East Asia 12.20044
7.118016 9.054766 0.056692
2010 Malaysia 8 Southeast and East Asia 12.29914
7.115582 9.109477 4.26866
2011 Malaysia 8 Southeast and East Asia 12.30322
6.981006 9.145483 5.07446
2012 Malaysia 8 Southeast and East Asia 12.29549
7.015712 9.184315 2.82906
2013 Malaysia 8 Southeast and East Asia 12.37375
7.089243 9.216493 3.4943
2014 Malaysia 8 Southeast and East Asia 12.39946 7.21008
9.26142 3.14127
2015 Malaysia 8 Southeast and East Asia 12.36659
7.148346 9.297632 3.27095
2016 Malaysia 8 Southeast and East Asia 12.42235
7.011214 9.32759 4.47132
2017 Malaysia 8 Southeast and East Asia 12.47815
7.061334 9.369818 2.93721
2018 Malaysia 8 Southeast and East Asia 12.50683
7.017506 9.402619 2.39
2019 Malaysia 8 Southeast and East Asia 12.53471
7.256028 9.43174 3.14757
1991 Philippines 9 Southeast and East Asia 10.69037
4.990433 7.338002 1.19777
1992 Philippines 9 Southeast and East Asia 10.79452
4.890349 7.317003 0.430381
1993 Philippines 9 Southeast and East Asia 10.80937
5.181784 7.314029 2.27707
1994 Philippines 9 Southeast and East Asia 10.91144
5.198497 7.333419 2.48266
1995 Philippines 9 Southeast and East Asia 11.01388
5.129899 7.355903 1.99406
1996 Philippines 9 Southeast and East Asia 11.03751 5.09375
7.3898 1.83106
1997 Philippines 9 Southeast and East Asia 11.17266
4.828314 7.417794 1.48401
1998 Philippines 9 Southeast and East Asia 11.14534 5.09375
7.389787 3.16728
1999 Philippines 9 Southeast and East Asia 11.14417
4.969813 7.398234 2.20374
2000 Philippines 9 Southeast and East Asia 11.20241
5.036952 7.41981 1.77721
2001 Philippines 9 Southeast and East Asia 11.17116
4.905275 7.428521 0.962987
2002 Philippines 9 Southeast and East Asia 11.17518
5.003946 7.44399 2.09827
2003 Philippines 9 Southeast and East Asia 11.17641 4.94876
7.47309 0.565263
2004 Philippines 9 Southeast and East Asia 11.21271
5.062595 7.516941 0.623145
2005 Philippines 9 Southeast and East Asia 11.22301
5.347107 7.546289 1.54906
2006 Philippines 9 Southeast and East Asia 11.12274
5.407172 7.580152 2.12092
2007 Philippines 9 Southeast and East Asia 11.18678
5.416101 7.626196 1.87121
2008 Philippines 9 Southeast and East Asia 11.27541
5.375278 7.652124 0.740319
2009 Philippines 9 Southeast and East Asia 11.26823
5.147494 7.650005 1.1722
2010 Philippines 9 Southeast and East Asia 11.34908
5.135798 7.704124 0.513698
2011 Philippines 9 Southeast and East Asia 11.35867
5.225747 7.725062 0.856963
2012 Philippines 9 Southeast and East Asia 11.41515
5.087596 7.774716 1.22763
2013 Philippines 9 Southeast and East Asia 11.49553
5.393628 7.82312 1.31643
2014 Philippines 9 Southeast and East Asia 11.5571 5.811141
7.868199 1.92938
2015 Philippines 9 Southeast and East Asia 11.67096
5.926926 7.913955 1.84018
2016 Philippines 9 Southeast and East Asia 11.71413 5.78996
7.967937 2.59851
2017 Philippines 9 Southeast and East Asia 11.64494
5.777652 8.020496 3.12239
2018 Philippines 9 Southeast and East Asia 11.67512
6.270988 8.06802 2.86834
2019 Philippines 9 Southeast and East Asia 11.70441
5.954465 8.113032 2.02961
1991 Singapore 10 Southeast and East Asia 10.72038 3.89182
10.06075 10.7489
1992 Singapore 10 Southeast and East Asia 10.7878 3.988984
10.09499 4.22853
1993 Singapore 10 Southeast and East Asia 10.84325
4.174387 10.17822 7.73274
1994 Singapore 10 Southeast and East Asia 11.02976
4.474519 10.25209 11.6028
1995 Singapore 10 Southeast and East Asia 10.64956
4.976734 10.29124 13.6006
1996 Singapore 10 Southeast and East Asia 10.81374
5.411646 10.32266 11.8721
1997 Singapore 10 Southeast and East Asia 10.97558
5.662961 10.369 15.6823
1998 Singapore 10 Southeast and East Asia 10.79173
5.739793 10.31283 6.95062
1999 Singapore 10 Southeast and East Asia 10.82116
5.924256 10.3605 21.8498
2000 Singapore 10 Southeast and East Asia 10.79969
6.246107 10.42972 16.1492
2001 Singapore 10 Southeast and East Asia 10.81056
6.261492 10.392 18.9396
2002 Singapore 10 Southeast and East Asia 10.7628 6.436151
10.42127 6.65371
2003 Singapore 10 Southeast and East Asia 10.34602
6.439351 10.48037 17.4626
2004 Singapore 10 Southeast and East Asia 10.25676
6.463029 10.56152 21.2024
2005 Singapore 10 Southeast and East Asia 10.32085
6.343881 10.60903 15.1134
2006 Singapore 10 Southeast and East Asia 10.33524
6.439351 10.66396 26.3266
2007 Singapore 10 Southeast and East Asia 9.899805 6.54535
10.70868 26.162
2008 Singapore 10 Southeast and East Asia 10.49501
6.675823 10.67397 7.02348
2009 Singapore 10 Southeast and East Asia 10.97922
6.620073 10.64502 12.071
2010 Singapore 10 Southeast and East Asia 10.9737 6.796824
10.76293 23.0693
2011 Singapore 10 Southeast and East Asia 10.75282
6.962244 10.80353 17.5964
2012 Singapore 10 Southeast and East Asia 10.81962
6.985642 10.82265 18.7439
2013 Singapore 10 Southeast and East Asia 10.93511
7.041412 10.8537 20.9345
2014 Singapore 10 Southeast and East Asia 10.94454
7.172425 10.87934 21.8193
2015 Singapore 10 Southeast and East Asia 11.026 7.292337
10.89692 22.6538
2016 Singapore 10 Southeast and East Asia 10.53304
7.378384 10.91586 22.1938
2017 Singapore 10 Southeast and East Asia 10.87563
7.383368 10.95743 28.5981
2018 Singapore 10 Southeast and East Asia 10.89409 7.36201
10.98654 24.3921
2019 Singapore 10 Southeast and East Asia 10.91222
7.413403 10.9824 28.3462
1991 Thailand 11 Southeast and East Asia 11.50972
4.382027 7.895834 2.05018
1992 Thailand 11 Southeast and East Asia 11.60405
4.204693 7.963509 1.89589
1993 Thailand 11 Southeast and East Asia 11.72234 4.70048
8.03373 1.39968
1994 Thailand 11 Southeast and East Asia 11.82642
5.010635 8.101491 0.931557
1995 Thailand 11 Southeast and East Asia 11.97874
4.976734 8.16956 1.22162
1996 Thailand 11 Southeast and East Asia 12.0823 5.313206
8.213455 1.27617
1997 Thailand 11 Southeast and East Asia 12.11136
5.505332 8.173689 2.59338
1998 Thailand 11 Southeast and East Asia 11.98936 6.1717
8.082213 6.43481
1999 Thailand 11 Southeast and East Asia 12.0325 6.603944
8.115403 4.81781
2000 Thailand 11 Southeast and East Asia 12.0593 6.329721
8.148548 2.66313
2001 Thailand 11 Southeast and East Asia 12.12648
6.280396 8.173136 4.21223
2002 Thailand 11 Southeast and East Asia 12.17865
6.421622 8.224504 2.48815
2003 Thailand 11 Southeast and East Asia 12.23505
6.687109 8.286454 3.43594
2004 Thailand 11 Southeast and East Asia 12.30792
6.708084 8.340572 3.38947
2005 Thailand 11 Southeast and East Asia 12.33488
6.792345 8.375141 4.33958
2006 Thailand 11 Southeast and East Asia 12.35072
6.946976 8.417584 4.02126
2007 Thailand 11 Southeast and East Asia 12.3632 6.851185
8.464911 3.28357
2008 Thailand 11 Southeast and East Asia 12.34996
6.804615 8.476762 2.93825
2009 Thailand 11 Southeast and East Asia 12.41355
6.932448 8.464797 2.2759
2010 Thailand 11 Southeast and East Asia 12.4642 7.101676
8.532346 4.32321
2011 Thailand 11 Southeast and East Asia 12.45397
6.831954 8.535912 0.667087
2012 Thailand 11 Southeast and East Asia 12.51755
6.927558 8.601144 3.24457
2013 Thailand 11 Southeast and East Asia 12.568 7.360104
8.623126 3.79127
2014 Thailand 11 Southeast and East Asia 12.54603
6.913737 8.628613 1.22145
2015 Thailand 11 Southeast and East Asia 12.55801
6.936343 8.655451 2.22469
2016 Thailand 11 Southeast and East Asia 12.5559 7.001245
8.685437 0.679724
2017 Thailand 11 Southeast and East Asia 12.62349
6.886532 8.721843 1.80347
2018 Thailand 11 Southeast and East Asia 12.64653
6.806829 8.759357 2.60706
2019 Thailand 11 Southeast and East Asia 12.66905 7.0824
8.779964 1.16174
1991 Vietnam 12 Southeast and East Asia 9.978346 3.610918
6.108217 3.9028
1992 Vietnam 12 Southeast and East Asia 9.985466 3.526361
6.170524 4.80335
1993 Vietnam 12 Southeast and East Asia 10.04831 3.465736
6.228368 7.02759
1994 Vietnam 12 Southeast and East Asia 10.18398 3.091043
6.294555 11.9395
1995 Vietnam 12 Southeast and East Asia 10.27816 3.135494
6.368726 8.58597
1996 Vietnam 12 Southeast and East Asia 10.45357 3.610918
6.442674 9.71308
1997 Vietnam 12 Southeast and East Asia 10.71665 3.401197
6.507146 8.2701
1998 Vietnam 12 Southeast and East Asia 10.76877 3.218876
6.550533 6.14121
1999 Vietnam 12 Southeast and East Asia 10.77254 3.555348
6.585454 4.92266
2000 Vietnam 12 Southeast and East Asia 10.89013 3.526361
6.640119 4.16392
2001 Vietnam 12 Southeast and East Asia 11.02092 3.951244
6.689847 3.97734
2002 Vietnam 12 Southeast and East Asia 11.1677 4.234107
6.741377 3.99269
2003 Vietnam 12 Southeast and East Asia 11.27425 4.356709
6.798726 3.66601
2004 Vietnam 12 Southeast and East Asia 11.41365 4.634729
6.86218 3.54408
2005 Vietnam 12 Southeast and East Asia 11.49419 5.192957
6.925714 3.3904
2006 Vietnam 12 Southeast and East Asia 11.53998 5.278115
6.983848 3.616
2007 Vietnam 12 Southeast and East Asia 11.5605 5.389072
7.043282 8.65472
2008 Vietnam 12 Southeast and East Asia 11.67841 5.31812
7.088757 9.66304
2009 Vietnam 12 Southeast and East Asia 11.7647 5.552959
7.131535 7.16882
2010 Vietnam 12 Southeast and East Asia 11.86877 5.723585
7.183788 6.90061
2011 Vietnam 12 Southeast and East Asia 11.93275 5.703783
7.234098 5.4818
2012 Vietnam 12 Southeast and East Asia 11.86802 5.945421
7.274821 5.3703
2013 Vietnam 12 Southeast and East Asia 11.89975 6.09357
7.317087 5.19793
2014 Vietnam 12 Southeast and East Asia 12.02776 6.188264
7.364667 4.9408
2015 Vietnam 12 Southeast and East Asia 12.14595 6.36647
7.418884 6.10636
2016 Vietnam 12 Southeast and East Asia 12.16872 6.327937
7.468817 6.13807
2017 Vietnam 12 Southeast and East Asia 12.17364 6.383507
7.524541 6.30084
2018 Vietnam 12 Southeast and East Asia 12.21473 6.470799
7.582981 6.32102
2019 Vietnam 12 Southeast and East Asia 12.2542 6.499787
7.641201 6.69334
1991 Korea, Rep. 13 Southeast and East Asia 12.47412 9.49198
9.139762 0.440105
1992 Korea, Rep. 13 Southeast and East Asia 12.55772
9.677277 9.189511 0.281724
1993 Korea, Rep. 13 Southeast and East Asia 12.68216
9.973433 9.245866 0.211961
1994 Korea, Rep. 13 Southeast and East Asia 12.74851
10.25955 9.324444 0.245159
1995 Korea, Rep. 13 Southeast and East Asia 12.83407
10.98915 9.406182 0.438964
1996 Korea, Rep. 13 Southeast and East Asia 12.90863 11.1332
9.472603 0.456037
1997 Korea, Rep. 13 Southeast and East Asia 12.97162
11.11779 9.523102 0.57939
1998 Korea, Rep. 13 Southeast and East Asia 12.8072 10.83163
9.463226 1.56241
1999 Korea, Rep. 13 Southeast and East Asia 12.89888
10.93257 9.564676 2.15599
2000 Korea, Rep. 13 Southeast and East Asia 13.01157 11.1959
9.64305 1.99754
2001 Korea, Rep. 13 Southeast and East Asia 13.01743
11.20795 9.682761 1.19094
2002 Korea, Rep. 13 Southeast and East Asia 13.05115
11.24596 9.751394 0.872879
2003 Korea, Rep. 13 Southeast and East Asia 13.0524 11.41104
9.7772 0.997556
2004 Korea, Rep. 13 Southeast and East Asia 13.08627
11.56409 9.823904 1.6761
2005 Korea, Rep. 13 Southeast and East Asia 13.04531
11.71332 9.863967 1.45932
2006 Korea, Rep. 13 Southeast and East Asia 13.06188
11.73987 9.91002 0.869897
2007 Korea, Rep. 13 Southeast and East Asia 13.11368
11.76525 9.961344 0.752754
2008 Korea, Rep. 13 Southeast and East Asia 13.13743
11.75284 9.983435 1.06818
2009 Korea, Rep. 13 Southeast and East Asia 13.13993
11.75443 9.986184 0.955769
2010 Korea, Rep. 13 Southeast and East Asia 13.24761
11.78908 10.04704 0.830144
2011 Korea, Rep. 13 Southeast and East Asia 13.28686
11.83526 10.07554 0.779829
2012 Korea, Rep. 13 Southeast and East Asia 13.2776 11.90589
10.09402 0.74278
2013 Korea, Rep. 13 Southeast and East Asia 13.2921 11.98279
10.12063 0.931328
2014 Korea, Rep. 13 Southeast and East Asia 13.28305
12.00807 10.14587 0.624772
2015 Korea, Rep. 13 Southeast and East Asia 13.30027
12.02739 10.1683 0.279996
2016 Korea, Rep. 13 Southeast and East Asia 13.33796 12.0041
10.19337 0.806893
2017 Korea, Rep. 13 Southeast and East Asia 13.34908
11.97719 10.22167 1.10308
2018 Korea, Rep. 13 Southeast and East Asia 13.3674 11.99881
10.24322 0.708052
2019 Korea, Rep. 13 Southeast and East Asia 13.38538
12.10205 10.26136 0.643309
1991 Russian Federation 14 Southeast and East Asia 15.06249
10.03716 9.111818 0.092959
1992 Russian Federation 14 Southeast and East Asia 14.54724
10.5839 8.953832 0.252232
1993 Russian Federation 14 Southeast and East Asia 14.4774
10.25776 8.863691 0.278287
1994 Russian Federation 14 Southeast and East Asia 14.34518
9.964112 8.729705 0.174541
1995 Russian Federation 14 Southeast and East Asia 14.30499
9.772866 8.687604 0.522257
1996 Russian Federation 14 Southeast and East Asia 14.29359
9.798904 8.650784 0.658454
1997 Russian Federation 14 Southeast and East Asia 14.23817
9.622848 8.66634 1.20136
1998 Russian Federation 14 Southeast and East Asia 14.21797
9.708323 8.613539 1.01912
1999 Russian Federation 14 Southeast and East Asia 14.24152
9.898475 8.678666 1.66228
2000 Russian Federation 14 Southeast and East Asia 14.25885
10.05951 8.778183 1.03116
2001 Russian Federation 14 Southeast and East Asia 14.2586
10.08593 8.832167 0.928663
2002 Russian Federation 14 Southeast and East Asia 14.25833
10.11767 8.882695 1.00554
2003 Russian Federation 14 Southeast and East Asia 14.28816
10.07374 8.957691 1.84238
2004 Russian Federation 14 Southeast and East Asia 14.28684
10.12539 9.031244 2.60619
2005 Russian Federation 14 Southeast and East Asia 14.2949 10.0426
9.097094 2.0298
2006 Russian Federation 14 Southeast and East Asia 14.32789
10.07086 9.17918 3.79772
2007 Russian Federation 14 Southeast and East Asia 14.32647
10.23581 9.26247 4.29895
2008 Russian Federation 14 Southeast and East Asia 14.35491
10.22212 9.313602 4.5027
2009 Russian Federation 14 Southeast and East Asia 14.26916
10.22962 9.232092 2.99213
2010 Russian Federation 14 Southeast and East Asia 14.32865
10.15027 9.27566 2.83083
2011 Russian Federation 14 Southeast and East Asia 14.38276
10.26542 9.316981 2.69236
2012 Russian Federation 14 Southeast and East Asia 14.40731
10.18471 9.354751 2.2908
2013 Russian Federation 14 Southeast and East Asia 14.36907
10.26469 9.370023 3.0194
2014 Russian Federation 14 Southeast and East Asia 14.36766
10.26691 9.359515 1.06988
2015 Russian Federation 14 Southeast and East Asia 14.34509
10.0888 9.337434 0.502608
2016 Russian Federation 14 Southeast and East Asia 14.3648
10.28428 9.337537 2.5485
2017 Russian Federation 14 Southeast and East Asia 14.39295
10.19597 9.354486 1.81409
2018 Russian Federation 14 Southeast and East Asia 14.40037
10.03351 9.379614 0.52617
2019 Russian Federation 14 Southeast and East Asia 14.40773
10.12367 9.393622 1.86975
1991 Mongolia 15 Southeast and East Asia 9.405889
3.332205 7.367468 0.46742
1992 Mongolia 15 Southeast and East Asia 9.307406
3.258096 7.258868 0.15179
1993 Mongolia 15 Southeast and East Asia 9.136139
4.007333 7.217929 1.00208
1994 Mongolia 15 Southeast and East Asia 8.980473 4.85203
7.231436 0.745288
1995 Mongolia 15 Southeast and East Asia 8.977238
4.867535 7.285588 0.674854
1996 Mongolia 15 Southeast and East Asia 8.992399
4.736198 7.299654 1.18152
1997 Mongolia 15 Southeast and East Asia 8.950019
5.225747 7.329641 2.11697
1998 Mongolia 15 Southeast and East Asia 8.950019
4.997212 7.353999 1.68084
1999 Mongolia 15 Southeast and East Asia 8.929835
5.294919 7.37555 2.87495
2000 Mongolia 15 Southeast and East Asia 8.923505
5.398055 7.378066 4.72312
2001 Mongolia 15 Southeast and East Asia 8.972597
4.663439 7.397961 4.96846
2002 Mongolia 15 Southeast and East Asia 9.022494
4.795791 7.434464 5.56734
2003 Mongolia 15 Southeast and East Asia 8.991488
5.117994 7.491787 8.24548
2004 Mongolia 15 Southeast and East Asia 9.053856
4.962845 7.581637 4.6645
2005 Mongolia 15 Southeast and East Asia 9.055141 4.60517
7.639705 7.435
2006 Mongolia 15 Southeast and East Asia 9.147918
4.634729 7.709048 7.18969
2007 Mongolia 15 Southeast and East Asia 9.398017
5.116176 7.793039 8.80189
2008 Mongolia 15 Southeast and East Asia 9.395886
5.146237 7.863729 15.0216
2009 Mongolia 15 Southeast and East Asia 9.480535
4.330733 7.835167 13.6045
2010 Mongolia 15 Southeast and East Asia 9.533938 4.70048
7.879781 23.5263
2011 Mongolia 15 Southeast and East Asia 9.975791
4.767465 8.020883 43.9121
2012 Mongolia 15 Southeast and East Asia 10.46524
4.743369 8.117639 34.756
2013 Mongolia 15 Southeast and East Asia 10.68342
4.890349 8.207817 16.3701
2014 Mongolia 15 Southeast and East Asia 10.29665
4.934474 8.263681 2.76259
2015 Mongolia 15 Southeast and East Asia 10.05558
4.691348 8.267555 0.802747
2016 Mongolia 15 Southeast and East Asia 10.14126
4.718499 8.260038 -37.1548
2017 Mongolia 15 Southeast and East Asia 10.27917
4.820282 8.293421 13.0788
2018 Mongolia 15 Southeast and East Asia 10.3209 4.406719
8.345422 14.8872
2019 Mongolia 15 Southeast and East Asia 10.36096 4.64194
8.377969 17.6378
1991 Egypt, Arab Rep. 16 Middle East and North Africa
11.26047 5.7301 7.338903 0.676691
1992 Egypt, Arab Rep. 16 Middle East and North Africa
11.29448 5.70711 7.361259 1.09662
1993 Egypt, Arab Rep. 16 Middle East and North Africa
11.43746 5.793014 7.369374 1.05843
1994 Egypt, Arab Rep. 16 Middle East and North Africa
11.35081 5.7301 7.388247 2.42013
1995 Egypt, Arab Rep. 16 Middle East and North Africa 11.4663
6.011267 7.413562 0.994028
1996 Egypt, Arab Rep. 16 Middle East and North Africa 11.453
6.222576 7.442113 0.940415
1997 Egypt, Arab Rep. 16 Middle East and North Africa
11.59176 6.222576 7.475492 1.13538
1998 Egypt, Arab Rep. 16 Middle East and North Africa
11.71377 6.202536 7.509792 1.26844
1999 Egypt, Arab Rep. 16 Middle East and North Africa
11.73921 6.284134 7.548891 1.17439
2000 Egypt, Arab Rep. 16 Middle East and North Africa
11.85883 6.280396 7.591341 1.237
2001 Egypt, Arab Rep. 16 Middle East and North Africa
11.73968 6.139884 7.607071 0.522267
2002 Egypt, Arab Rep. 16 Middle East and North Africa
11.75347 6.440947 7.611878 0.736363
2003 Egypt, Arab Rep. 16 Middle East and North Africa
11.90472 6.200509 7.624727 0.286285
2004 Egypt, Arab Rep. 16 Middle East and North Africa
11.92445 5.945421 7.646519 1.58957
2005 Egypt, Arab Rep. 16 Middle East and North Africa
12.02699 6.059123 7.672209 5.99382
2006 Egypt, Arab Rep. 16 Middle East and North Africa
12.09283 6.303735 7.720688 9.34353
2007 Egypt, Arab Rep. 16 Middle East and North Africa
12.14999 6.246107 7.77165 8.87354
2008 Egypt, Arab Rep. 16 Middle East and North Africa
12.19898 6.175867 7.822981 5.83141
2009 Egypt, Arab Rep. 16 Middle East and North Africa
12.23919 6.194406 7.850014 3.55144
2010 Egypt, Arab Rep. 16 Middle East and North Africa
12.21956 6.405229 7.880357 2.91729
2011 Egypt, Arab Rep. 16 Middle East and North Africa
12.28955 6.426488 7.876711 -0.204532
2012 Egypt, Arab Rep. 16 Middle East and North Africa
12.30187 6.526495 7.876582 1.00142
2013 Egypt, Arab Rep. 16 Middle East and North Africa
12.27561 6.463029 7.875522 1.45267
2014 Egypt, Arab Rep. 16 Middle East and North Africa
12.33645 6.622736 7.881671 1.50958
2015 Egypt, Arab Rep. 16 Middle East and North Africa
12.32199 6.576469 7.902392 2.08153
2016 Egypt, Arab Rep. 16 Middle East and North Africa
12.38238 6.824374 7.923488 2.435
2017 Egypt, Arab Rep. 16 Middle East and North Africa
12.43206 6.932448 7.943542 3.14769
2018 Egypt, Arab Rep. 16 Middle East and North Africa
12.45986 6.904751 7.974986 3.24491
2019 Egypt, Arab Rep. 16 Middle East and North Africa
12.48691 6.836548 8.009311 2.97191
1991 Iran, Islamic Rep. 17 Middle East and North Africa
12.33447 5.568345 8.420924 0.121
1992 Iran, Islamic Rep. 17 Middle East and North Africa
12.33916 5.416101 8.429963 0.211
1993 Iran, Islamic Rep. 17 Middle East and North Africa
12.37672 5.627621 8.424387 0.325601
1994 Iran, Islamic Rep. 17 Middle East and North Africa
12.48835 5.583496 8.394746 0.002784
1995 Iran, Islamic Rep. 17 Middle East and North Africa
12.51702 5.627621 8.403352 0.017631
1996 Iran, Islamic Rep. 17 Middle East and North Africa
12.52837 5.662961 8.440015 0.021594
1997 Iran, Islamic Rep. 17 Middle East and North Africa
12.50356 5.648974 8.431408 0.046524
1998 Iran, Islamic Rep. 17 Middle East and North Africa 12.6395
5.820083 8.439805 0.021763
1999 Iran, Islamic Rep. 17 Middle East and North Africa
12.85406 5.902633 8.435448 0.030743
2000 Iran, Islamic Rep. 17 Middle East and North Africa
12.82729 6.016157 8.479763 0.035587
2001 Iran, Islamic Rep. 17 Middle East and North Africa
12.89531 6.53814 8.475016 0.32166
2002 Iran, Islamic Rep. 17 Middle East and North Africa
12.90361 6.813445 8.532655 2.73611
2003 Iran, Islamic Rep. 17 Middle East and North Africa
12.94428 7.160069 8.604014 1.87403
2004 Iran, Islamic Rep. 17 Middle East and North Africa 13.0104
7.793999 8.634744 1.59821
2005 Iran, Islamic Rep. 17 Middle East and North Africa
13.05795 8.306719 8.654449 1.27585
2006 Iran, Islamic Rep. 17 Middle East and North Africa
13.14087 8.694502 8.691943 0.870277
2007 Iran, Islamic Rep. 17 Middle East and North Africa
13.16028 9.273128 8.759327 0.576707
2008 Iran, Islamic Rep. 17 Middle East and North Africa
13.20225 9.642318 8.7509 0.480188
2009 Iran, Islamic Rep. 17 Middle East and North Africa
13.22542 9.407879 8.749834 0.716485
2010 Iran, Islamic Rep. 17 Middle East and North Africa 13.2587
9.315421 8.794774 0.749572
2011 Iran, Islamic Rep. 17 Middle East and North Africa
13.28628 9.352621 8.809129 0.736394
2012 Iran, Islamic Rep. 17 Middle East and North Africa 13.3241
9.270682 8.719715 0.778424
2013 Iran, Islamic Rep. 17 Middle East and North Africa
13.33671 9.333 8.705378 0.662609
2014 Iran, Islamic Rep. 17 Middle East and North Africa 13.3884
9.52391 8.737602 0.486609
2015 Iran, Islamic Rep. 17 Middle East and North Africa
13.38485 9.679864 8.711144 0.532535
2016 Iran, Islamic Rep. 17 Middle East and North Africa
13.40258 9.611128 8.8233 0.80673
2017 Iran, Islamic Rep. 17 Middle East and North Africa
13.45523 9.633252 8.846311 1.12699
2018 Iran, Islamic Rep. 17 Middle East and North Africa
13.48149 9.384966 8.841911 0.457394
2019 Iran, Islamic Rep. 17 Middle East and North Africa
13.50707 9.786487 8.855498 0.401488
1991 Iraq 18 Middle East and North Africa 10.72861
5.510198 7.266947 0.011
1992 Iraq 18 Middle East and North Africa 10.98719
5.003946 7.520768 5.85954
1993 Iraq 18 Middle East and North Africa 11.05662
5.099866 7.755786 5.52971
1994 Iraq 18 Middle East and North Africa 11.17513
4.718499 7.76325 5.19989
1995 Iraq 18 Middle East and North Africa 11.21652
4.330733 7.753487 4.87006
1996 Iraq 18 Middle East and North Africa 11.14909
4.219508 7.827066 4.54024
1997 Iraq 18 Middle East and North Africa 11.13179
4.407361 7.988552 4.21041
1998 Iraq 18 Middle East and North Africa 11.18957
4.565444 8.25661 3.88058
1999 Iraq 18 Middle East and North Africa 11.18836
4.701915 8.387953 3.55076
2000 Iraq 18 Middle East and North Africa 11.19059
4.821978 8.371873 3.22093
2001 Iraq 18 Middle East and North Africa 11.35442
4.929159 8.364871 2.8911
2002 Iraq 18 Middle East and North Africa 11.37665
5.025956 8.263915 2.56128
2003 Iraq 18 Middle East and North Africa 11.41991
5.114205 7.833751 2.23145
2004 Iraq 18 Middle East and North Africa 11.64469
5.195293 8.240791 0.819048
2005 Iraq 18 Middle East and North Africa 11.63976
5.270297 8.260998 1.03153
2006 Iraq 18 Middle East and North Africa 11.50056
5.340065 8.338402 0.587962
2007 Iraq 18 Middle East and North Africa 11.0374 5.405282
8.335352 1.09388
2008 Iraq 18 Middle East and North Africa 11.44196
5.466505 8.397565 1.40996
2009 Iraq 18 Middle East and North Africa 11.55738
5.524194 8.410316 1.43139
2010 Iraq 18 Middle East and North Africa 11.628 5.578736
8.446187 1.00796
2011 Iraq 18 Middle East and North Africa 11.8265 5.630457
8.486413 1.12086
2012 Iraq 18 Middle East and North Africa 11.9476 5.679634
8.579677 1.55963
2013 Iraq 18 Middle East and North Africa 12.01741
5.726505 8.613965 -0.995279
2014 Iraq 18 Middle East and North Africa 12.02352
5.771277 8.583792 -4.33687
2015 Iraq 18 Middle East and North Africa 12.02739 5.81413
8.575105 -4.26719
2016 Iraq 18 Middle East and North Africa 12.1551 6.161207
8.68794 -3.57727
2017 Iraq 18 Middle East and North Africa 12.09084
6.418365 8.637268 -2.57447
2018 Iraq 18 Middle East and North Africa 12.12765
6.481577 8.608431 -2.17863
2019 Iraq 18 Middle East and North Africa 12.16315
6.252729 8.628958 -1.28564
1991 Jordan 19 Middle East and North Africa 9.212895
4.171847 7.777287 -0.273635
1992 Jordan 19 Middle East and North Africa 9.414596
4.152227 7.892274 0.755424
1993 Jordan 19 Middle East and North Africa 9.401052
4.132215 7.882785 -0.590042
1994 Jordan 19 Middle East and North Africa 9.520315
4.111794 7.882944 0.045124
1995 Jordan 19 Middle East and North Africa 9.514651
4.090947 7.903298 0.195076
1996 Jordan 19 Middle East and North Africa 9.560125
4.069656 7.893056 0.220876
1997 Jordan 19 Middle East and North Africa 9.576278
4.047903 7.90145 4.91225
1998 Jordan 19 Middle East and North Africa 9.584888
4.025665 7.911458 3.8639
1999 Jordan 19 Middle East and North Africa 9.586651 4.26268
7.927384 1.91155
2000 Jordan 19 Middle East and North Africa 9.649095
3.951244 7.951089 10.6449
2001 Jordan 19 Middle East and North Africa 9.680518
3.044523 7.984088 3.00642
2002 Jordan 19 Middle East and North Africa 9.734272
3.218876 8.021305 2.45164
2003 Jordan 19 Middle East and North Africa 9.768217 3.73767
8.040397 5.29047
2004 Jordan 19 Middle East and North Africa 9.864785 3.89182
8.096045 8.09591
2005 Jordan 19 Middle East and North Africa 9.955111
4.317488 8.14168 15.546
2006 Jordan 19 Middle East and North Africa 9.958067
4.077538 8.181071 23.2119
2007 Jordan 19 Middle East and North Africa 10.00039
3.912023 8.21658 15.1128
2008 Jordan 19 Middle East and North Africa 9.968773
4.094345 8.239381 12.6874
2009 Jordan 19 Middle East and North Africa 9.993876
3.806663 8.242609 9.99047
2010 Jordan 19 Middle East and North Africa 9.96084 3.688879
8.213412 6.30094
2011 Jordan 19 Middle East and North Africa 9.983605
3.871201 8.185122 5.08146
2012 Jordan 19 Middle East and North Africa 10.10415
3.555348 8.156973 4.93592
2013 Jordan 19 Middle East and North Africa 10.1049 3.688879
8.133139 5.71438
2014 Jordan 19 Middle East and North Africa 10.18758
3.713572 8.117797 5.99641
2015 Jordan 19 Middle East and North Africa 10.17354
3.091043 8.10332 4.20646
2016 Jordan 19 Middle East and North Africa 10.13094
3.258096 8.092878 3.96196
2017 Jordan 19 Middle East and North Africa 10.20092
3.178054 8.090255 4.98593
2018 Jordan 19 Middle East and North Africa 10.22381
3.428312 8.09155 2.24918
2019 Jordan 19 Middle East and North Africa 10.24619
3.295837 8.096826 5.51359
1991 Saudi Arabia 20 Middle East and North Africa 12.49788
3.044523 9.911166 0.121007
1992 Saudi Arabia 20 Middle East and North Africa 12.56212
3.044523 9.920314 -0.057579
1993 Saudi Arabia 20 Middle East and North Africa 12.65657
3.496508 9.879154 1.02822
1994 Saudi Arabia 20 Middle East and North Africa 12.63773
3.332205 9.859643 0.258431
1995 Saudi Arabia 20 Middle East and North Africa 12.36803
3.295837 9.838734 -1.30782
1996 Saudi Arabia 20 Middle East and North Africa 12.46362
4.043051 9.843792 -0.710607
1997 Saudi Arabia 20 Middle East and North Africa 12.28414
3.806663 9.835347 1.83141
1998 Saudi Arabia 20 Middle East and North Africa 12.24376
4.276666 9.844673 2.91838
1999 Saudi Arabia 20 Middle East and North Africa 12.33032
4.330733 9.78574 -0.481665
2000 Saudi Arabia 20 Middle East and North Africa 12.60127
3.828641 9.817495 -0.992569
2001 Saudi Arabia 20 Middle East and North Africa 12.60221
4.110874 9.779573 0.010666
2002 Saudi Arabia 20 Middle East and North Africa 12.6959
4.025352 9.722949 -0.3239
2003 Saudi Arabia 20 Middle East and North Africa 12.69855
4.394449 9.800055 -0.271773
2004 Saudi Arabia 20 Middle East and North Africa 12.88875
4.779123 9.846971 -0.12921
2005 Saudi Arabia 20 Middle East and North Africa 12.89331
4.779123 9.872092 3.68305
2006 Saudi Arabia 20 Middle East and North Africa 12.97789
4.85203 9.871356 4.85359
2007 Saudi Arabia 20 Middle East and North Africa 12.86819
5.200337 9.86203 5.84631
2008 Saudi Arabia 20 Middle East and North Africa 12.97195
5.458166 9.895085 7.59063
2009 Saudi Arabia 20 Middle East and North Africa 13.05828
5.662961 9.846028 8.49635
2010 Saudi Arabia 20 Middle East and North Africa 13.15868
5.849325 9.865918 5.53433
2011 Saudi Arabia 20 Middle East and North Africa 13.12212
6.037871 9.930806 2.42958
2012 Saudi Arabia 20 Middle East and North Africa 13.2443
6.196444 9.952594 1.65527
2013 Saudi Arabia 20 Middle East and North Africa 13.20126
6.480044 9.948915 1.18727
2014 Saudi Arabia 20 Middle East and North Africa 13.30643
6.572282 9.956429 1.05927
2015 Saudi Arabia 20 Middle East and North Africa 13.38027
6.975414 9.971105 1.24429
2016 Saudi Arabia 20 Middle East and North Africa 13.24183
6.812345 9.965075 1.15555
2017 Saudi Arabia 20 Middle East and North Africa 13.3236
6.982863 9.937596 0.206052
2018 Saudi Arabia 20 Middle East and North Africa 13.35161
6.290643 9.943657 0.539983
2019 Saudi Arabia 20 Middle East and North Africa 13.37887
6.835185 9.930235 0.575312
1991 Yemen, Rep. 21 Middle East and North Africa 9.12781
0.6931472 6.920866 4.76361
1992 Yemen, Rep. 21 Middle East and North Africa 9.205553
0.6931472 6.948102 11.1083
1993 Yemen, Rep. 21 Middle East and North Africa 9.071706
1.386294 6.936186 16.8211
1994 Yemen, Rep. 21 Middle East and North Africa 9.112157
1.098612 6.953723 0.379137
1995 Yemen, Rep. 21 Middle East and North Africa 9.255851
1.386294 6.966706 -5.11178
1996 Yemen, Rep. 21 Middle East and North Africa 9.272184
1.609438 6.975412 -1.03877
1997 Yemen, Rep. 21 Middle East and North Africa 9.345923
1.94591 6.99419 -2.02528
1998 Yemen, Rep. 21 Middle East and North Africa 9.409201
2.197225 7.023244 -3.4687
1999 Yemen, Rep. 21 Middle East and North Africa 9.539231
1.94591 7.032084 -4.0256
2000 Yemen, Rep. 21 Middle East and North Africa 9.591672
1.791759 7.063641 0.066299
2001 Yemen, Rep. 21 Middle East and North Africa 9.693269
2.197225 7.072137 1.57319
2002 Yemen, Rep. 21 Middle East and North Africa 9.665511
2.772589 7.081839 1.06878
2003 Yemen, Rep. 21 Middle East and North Africa 9.758726
2.302585 7.089701 -0.756557
2004 Yemen, Rep. 21 Middle East and North Africa 9.845932
2.995732 7.09984 1.03496
2005 Yemen, Rep. 21 Middle East and North Africa 9.905676
2.639057 7.12563 -1.80372
2006 Yemen, Rep. 21 Middle East and North Africa 9.967226
2.397895 7.128393 5.88066
2007 Yemen, Rep. 21 Middle East and North Africa 9.950923
2.761963 7.132884 4.23685
2008 Yemen, Rep. 21 Middle East and North Africa 10.01411
2.817813 7.140468 5.77696
2009 Yemen, Rep. 21 Middle East and North Africa 10.10909
2.995732 7.150282 0.514121
2010 Yemen, Rep. 21 Middle East and North Africa 10.06186
1.94591 7.196526 0.610358
2011 Yemen, Rep. 21 Middle East and North Africa 9.933639
3.583519 7.032736 -1.58234
2012 Yemen, Rep. 21 Middle East and North Africa 9.836174
3.7612 7.02881 -0.040222
2013 Yemen, Rep. 21 Middle East and North Africa 10.14616
3.367296 7.048751 -0.330496
2014 Yemen, Rep. 21 Middle East and North Africa 10.11326
1.609438 7.020322 -0.539513
2015 Yemen, Rep. 21 Middle East and North Africa 9.485838
2.772589 6.666115 -0.04177
2016 Yemen, Rep. 21 Middle East and North Africa 9.269423
2.70805 6.542692 -1.99753
2017 Yemen, Rep. 21 Middle East and North Africa 9.972824
3.20137 6.4664 -1.09868
2018 Yemen, Rep. 21 Middle East and North Africa 9.985624
3.235982 6.450327 -1.02242
2019 Yemen, Rep. 21 Middle East and North Africa 9.998262
4.007333 6.665514 0.834643
1991 Morocco 22 Middle East and North Africa 10.10114
3.871201 7.504852 0.9833
1992 Morocco 22 Middle East and North Africa 10.14975 3.73767
7.465826 1.25321
1993 Morocco 22 Middle East and North Africa 10.22775
4.672829 7.441143 1.55255
1994 Morocco 22 Middle East and North Africa 10.27639
4.488636 7.525356 1.54736
1995 Morocco 22 Middle East and North Africa 10.29924 4.49981
7.454321 0.857714
1996 Morocco 22 Middle East and North Africa 10.32663
4.543295 7.556485 0.828039
1997 Morocco 22 Middle East and North Africa 10.35072
4.574711 7.52711 2.75709
1998 Morocco 22 Middle East and North Africa 10.35715 4.60517
7.584017 0.738436
1999 Morocco 22 Middle East and North Africa 10.39262
4.644391 7.582226 1.98639
2000 Morocco 22 Middle East and North Africa 10.43132 4.65396
7.588876 1.09774
2001 Morocco 22 Middle East and North Africa 10.53782
4.672829 7.647392 7.1581
2002 Morocco 22 Middle East and North Africa 10.55201
4.634729 7.666152 1.13729
2003 Morocco 22 Middle East and North Africa 10.53372
4.644391 7.712184 4.44228
2004 Morocco 22 Middle East and North Africa 10.67616
4.941642 7.747246 1.49821
2005 Morocco 22 Middle East and North Africa 10.73142
5.181784 7.767875 2.67971
2006 Morocco 22 Middle East and North Africa 10.76691
5.010635 7.829178 3.58502
2007 Morocco 22 Middle East and North Africa 10.82511 5.17615
7.852153 3.57509
2008 Morocco 22 Middle East and North Africa 10.87616
4.905275 7.897768 2.66605
2009 Morocco 22 Middle East and North Africa 10.86823 5.02388
7.92698 2.12097
2010 Morocco 22 Middle East and North Africa 10.93236
5.129899 7.951533 1.3309
2011 Morocco 22 Middle East and North Africa 10.94551
5.283204 7.989169 2.48727
2012 Morocco 22 Middle East and North Africa 10.98992
5.755742 8.00485 2.89209
2013 Morocco 22 Middle East and North Africa 10.98508
5.872118 8.034995 3.14616
2014 Morocco 22 Middle East and North Africa 11.00013
5.411646 8.047215 3.20253
2015 Morocco 22 Middle East and North Africa 11.02308 5.46806
8.077774 3.21498
2016 Morocco 22 Middle East and North Africa 11.02314
5.288267 8.074903 2.08434
2017 Morocco 22 Middle East and North Africa 11.10138
5.231109 8.103318 2.44281
2018 Morocco 22 Middle East and North Africa 11.12798 5.55992
8.12006 3.00572
2019 Morocco 22 Middle East and North Africa 11.15389
3.258096 8.130371 1.34745
1991 Tunisia 23 Middle East and North Africa 9.647912
3.091043 7.723508 0.959533
1992 Tunisia 23 Middle East and North Africa 9.617384 3.73767
7.776838 3.3926
1993 Tunisia 23 Middle East and North Africa 9.711206
3.663562 7.777584 3.84626
1994 Tunisia 23 Middle East and North Africa 9.676615
3.433987 7.789509 2.76353
1995 Tunisia 23 Middle East and North Africa 9.663416
3.806663 7.795345 1.53055
1996 Tunisia 23 Middle East and North Africa 9.726643
3.713572 7.848933 1.2168
1997 Tunisia 23 Middle East and North Africa 9.736658
3.637586 7.88822 1.65188
1998 Tunisia 23 Middle East and North Africa 9.7982 4.204693
7.92281 2.98453
1999 Tunisia 23 Middle East and North Africa 9.816367
3.850147 7.970746 1.51379
2000 Tunisia 23 Middle East and North Africa 9.899621
3.091043 8.00696 3.49608
2001 Tunisia 23 Middle East and North Africa 9.943552
3.806663 8.035445 2.04619
2002 Tunisia 23 Middle East and North Africa 9.945663
3.555348 8.040718 3.41497
2003 Tunisia 23 Middle East and North Africa 9.963952
3.828641 8.079199 1.9651
2004 Tunisia 23 Middle East and North Africa 10.0123 4.025352
8.131977 1.89893
2005 Tunisia 23 Middle East and North Africa 10.02845
4.343805 8.157853 2.20839
2006 Tunisia 23 Middle East and North Africa 10.04291
4.330733 8.199665 9.42425
2007 Tunisia 23 Middle East and North Africa 10.0904 4.330733
8.25451 3.89468
2008 Tunisia 23 Middle East and North Africa 10.11963 4.65396
8.285424 5.79775
2009 Tunisia 23 Middle East and North Africa 10.11815
4.727388 8.304778 3.50995
2010 Tunisia 23 Middle East and North Africa 10.22775
4.919981 8.328928 3.02944
2011 Tunisia 23 Middle East and North Africa 10.16666
5.010635 8.299594 0.944466
2012 Tunisia 23 Middle East and North Africa 10.20373
4.718499 8.329054 3.45055
2013 Tunisia 23 Middle East and North Africa 10.22801
4.955827 8.347683 2.28886
2014 Tunisia 23 Middle East and North Africa 10.26917
5.192957 8.366948 2.15138
2015 Tunisia 23 Middle East and North Africa 10.31734
5.459586 8.368325 2.24796
2016 Tunisia 23 Middle East and North Africa 10.30686
5.147494 8.368825 1.48936
2017 Tunisia 23 Middle East and North Africa 10.33628
5.192957 8.376422 2.0374
2018 Tunisia 23 Middle East and North Africa 10.35799 5.35477
8.391259 2.48664
2019 Tunisia 23 Middle East and North Africa 10.37924
6.991177 8.390497 0.506233
1991 Israel 24 Middle East and North Africa 10.51201
7.244227 9.990989 0.51156
1992 Israel 24 Middle East and North Africa 10.66407
7.183871 10.03116 0.778367
1993 Israel 24 Middle East and North Africa 10.71608 7.13966
10.04492 0.796069
1994 Israel 24 Middle East and North Africa 10.78727
7.143618 10.09068 0.511451
1995 Israel 24 Middle East and North Africa 10.84153
7.104965 10.12794 1.34512
1996 Israel 24 Middle East and North Africa 10.8799 7.273093
10.15088 1.27014
1997 Israel 24 Middle East and North Africa 10.93099
7.575585 10.16444 1.4245
1998 Israel 24 Middle East and North Africa 10.95248
7.627058 10.17999 1.49863
1999 Israel 24 Middle East and North Africa 10.92764
7.377134 10.1852 3.54363
2000 Israel 24 Middle East and North Africa 11.00642
7.129298 10.23068 6.08079
2001 Israel 24 Middle East and North Africa 11.06032
7.100852 10.20829 1.35466
2002 Israel 24 Middle East and North Africa 10.99897
7.192182 10.188 1.30651
2003 Israel 24 Middle East and North Africa 11.04913
7.342132 10.17961 2.61645
2004 Israel 24 Middle East and North Africa 10.98564 7.41998
10.20294 2.1752
2005 Israel 24 Middle East and North Africa 10.94997
7.201916 10.22368 3.38065
2006 Israel 24 Middle East and North Africa 11.04246 7.38709
10.26015 9.34564
2007 Israel 24 Middle East and North Africa 11.05204
7.331715 10.29852 4.91626
2008 Israel 24 Middle East and North Africa 11.13115
7.234899 10.31028 4.75426
2009 Israel 24 Middle East and North Africa 11.07395
7.279319 10.29558 2.22053
2010 Israel 24 Middle East and North Africa 11.14013 7.21524
10.33181 2.98497
2011 Israel 24 Middle East and North Africa 11.14375
7.184629 10.36005 3.30938
2012 Israel 24 Middle East and North Africa 11.23228 7.09091
10.36391 3.50622
2013 Israel 24 Middle East and North Africa 11.098 7.025538
10.3859 4.04673
2014 Israel 24 Middle East and North Africa 11.04901
7.158514 10.40359 1.95404
2015 Israel 24 Middle East and North Africa 11.10055 7.17012
10.40642 3.78109
2016 Israel 24 Middle East and North Africa 11.0847 7.269617
10.42587 3.75858
2017 Israel 24 Middle East and North Africa 11.15257
7.317213 10.44124 5.1433
2018 Israel 24 Middle East and North Africa 11.16151
7.189911 10.45593 5.60963
2019 Israel 24 Middle East and North Africa 11.17037
5.014084 10.47145 4.61252
1991 Armenia 25 Europe 8.208764 5.004313 7.377834
0.585407
1992 Armenia 25 Europe 8.670234 5.214936 6.854524
0.188594
1993 Armenia 25 Europe 7.846159 5.036952 6.785833
0.066594
1994 Armenia 25 Europe 7.903318 5.231109 6.86233 0.608292
1995 Armenia 25 Europe 8.134559 5.087596 6.949457
1.72442
1996 Armenia 25 Europe 7.849025 4.127134 7.021842
1.10021
1997 Armenia 25 Europe 8.081566 4.317488 7.065665
3.16805
1998 Armenia 25 Europe 8.120481 4.691348 7.143942
12.2708
1999 Armenia 25 Europe 8.011114 4.779123 7.182755
6.61258
2000 Armenia 25 Europe 8.150558 4.941642 7.24639 5.45043
2001 Armenia 25 Europe 8.172538 5.298317 7.344235
3.29807
2002 Armenia 25 Europe 8.0208 5.01728 7.473713 4.6595
2003 Armenia 25 Europe 8.13992 4.878938 7.610044 4.37657
2004 Armenia 25 Europe 8.201111 5.327876 7.715609
6.9099
2005 Armenia 25 Europe 8.377715 5.257495 7.852263
5.96011
2006 Armenia 25 Europe 8.384439 4.905275 7.983981
7.30731
2007 Armenia 25 Europe 8.528488 5.420535 8.121096
7.25233
2008 Armenia 25 Europe 8.621884 4.75359 8.196381 8.09235
2009 Armenia 25 Europe 8.380241 4.912655 8.051132
8.78869
2010 Armenia 25 Europe 8.34515 4.795791 8.076632 5.71604
2011 Armenia 25 Europe 8.500545 4.919981 8.122831
6.44067
2012 Armenia 25 Europe 8.647318 4.828314 8.189688
4.67673
2013 Armenia 25 Europe 8.611927 4.795791 8.217535
3.11193
2014 Armenia 25 Europe 8.617913 4.727388 8.247801
3.50211
2015 Armenia 25 Europe 8.477157 4.828314 8.274795
1.74474
2016 Armenia 25 Europe 8.547878 4.672829 8.273178
3.16451
2017 Armenia 25 Europe 8.658226 4.61512 8.342553 2.17685
2018 Armenia 25 Europe 8.682076 4.58099 8.390882 2.04003
2019 Armenia 25 Europe 8.70537 5.44852 8.462118 1.86124
1991 Azerbaijan 26 Europe 10.61561 5.455608
8.038012 7.22184
1992 Azerbaijan 26 Europe 10.9374 5.462646 7.766677
8.62921
1993 Azerbaijan 26 Europe 10.78833 5.469634
7.488822 0.000252
1994 Azerbaijan 26 Europe 10.64486 5.398163
7.255904 0.663862
1995 Azerbaijan 26 Europe 10.4143 5.105946 7.118824
10.8126
1996 Azerbaijan 26 Europe 10.35001 5.671705
7.121641 19.7462
1997 Azerbaijan 26 Europe 10.30257 5.650647
7.168375 28.133
1998 Azerbaijan 26 Europe 10.3633 5.629137 7.254194
23.0068
1999 Azerbaijan 26 Europe 10.26035 5.607153
7.316808 11.1393
2000 Azerbaijan 26 Europe 10.29243 5.313206
7.413853 2.46437
2001 Azerbaijan 26 Europe 10.26713 5.455321
7.500506 14.3591
2002 Azerbaijan 26 Europe 10.29603 5.505332
7.583241 32.4667
2003 Azerbaijan 26 Europe 10.32927 5.598422
7.672866 55.0759
2004 Azerbaijan 26 Europe 10.3763 5.638355 7.752615
54.3653
2005 Azerbaijan 26 Europe 10.444 5.505332 7.988952
33.795
2006 Azerbaijan 26 Europe 10.5756 5.659482 8.274109
21.3791
2007 Azerbaijan 26 Europe 10.32579 5.420535
8.489613 13.9007
2008 Azerbaijan 26 Europe 10.4774 5.575949 8.569287
8.16091
2009 Azerbaijan 26 Europe 10.37045 5.537334
8.638083 6.5476
2010 Azerbaijan 26 Europe 10.3313 5.26269 8.672966 6.33804
2011 Azerbaijan 26 Europe 10.41177 4.969813
8.644081 6.80062
2012 Azerbaijan 26 Europe 10.4744 5.049856 8.652584
7.59608
2013 Azerbaijan 26 Europe 10.47719 5.123964 8.69644
3.53193
2014 Azerbaijan 26 Europe 10.52903 5.214936 8.71155
5.88811
2015 Azerbaijan 26 Europe 10.5347 4.969813 8.710078
7.62634
2016 Azerbaijan 26 Europe 10.53528 5.31812 8.667785
11.8827
2017 Azerbaijan 26 Europe 10.52911 5.043425
8.659507 7.01688
2018 Azerbaijan 26 Europe 10.54029 5.04713 8.665736
2.97795
2019 Azerbaijan 26 Europe 10.55135 6.388395
8.679311 3.13006
1991 Belarus 27 Europe 11.21201 6.449315 8.027346
0.137301
1992 Belarus 27 Europe 11.37845 6.719013 7.924264
0.041087
1993 Belarus 27 Europe 11.24855 6.526495 7.842972
0.108102
1994 Belarus 27 Europe 11.08301 6.436151 7.719715
0.070319
1995 Belarus 27 Europe 11.0149 6.548219 7.613132 0.105205
1996 Belarus 27 Europe 11.00484 6.622736 7.644088
0.708146
1997 Belarus 27 Europe 10.99467 6.813445 7.756286
2.4886
1998 Belarus 27 Europe 10.96992 6.900731 7.8417 1.33491
1999 Belarus 27 Europe 10.93511 6.901737 7.879341
3.65779
2000 Belarus 27 Europe 10.8928 6.835185 7.940433 0.932726
2001 Belarus 27 Europe 10.87352 6.796824 7.991733
0.775406
2002 Belarus 27 Europe 10.86676 6.986567 8.047319
1.69313
2003 Belarus 27 Europe 10.88801 6.97073 8.12238 0.963664
2004 Belarus 27 Europe 10.97093 7.061334 8.237605
0.707732
2005 Belarus 27 Europe 10.98812 7.080027 8.334276
1.01498
2006 Belarus 27 Europe 11.03604 7.247793 8.435709
0.966328
2007 Belarus 27 Europe 11.01079 7.319865 8.522799
3.99162
2008 Belarus 27 Europe 11.05256 7.469084 8.62338 3.60068
2009 Belarus 27 Europe 11.02224 7.472501 8.627607
3.68852
2010 Belarus 27 Europe 11.05157 7.452982 8.704402
2.43506
2011 Belarus 27 Europe 11.06761 7.427144 8.758629
6.4808
2012 Belarus 27 Europe 11.05041 7.30586 8.776276 2.22821
2013 Belarus 27 Europe 11.05175 6.480044 8.786102
2.97386
2014 Belarus 27 Europe 11.04773 6.297109 8.80232 2.36253
2015 Belarus 27 Europe 10.97301 6.120297 8.761678
2.92677
2016 Belarus 27 Europe 10.97301 6.073044 8.734834
2.61281
2017 Belarus 27 Europe 11.03856 6.115892 8.760184
2.33214
2018 Belarus 27 Europe 11.04268 6.816528 8.792747
2.37626
2019 Belarus 27 Europe 11.04679 6.045005 8.80665 2.01853
1991 Bulgaria 28 Europe 10.96041 5.796058
8.380136 0.510803
1992 Bulgaria 28 Europe 10.90054 6.021023
8.315371 0.400946
1993 Bulgaria 28 Europe 11.12522 5.765191
8.308434 0.369354
1994 Bulgaria 28 Europe 10.89973 5.908083
8.329847 1.08689
1995 Bulgaria 28 Europe 10.96828 5.755742
8.362502 0.476208
1996 Bulgaria 28 Europe 10.94305 5.976351
8.417771 0.886595
1997 Bulgaria 28 Europe 10.8516 5.613128 8.270792
4.46095
1998 Bulgaria 28 Europe 10.79954 5.641907
8.319425 3.5748
1999 Bulgaria 28 Europe 10.69154 5.442418
8.238591 6.00843
2000 Bulgaria 28 Europe 10.68123 5.645447
8.290242 7.5609
2001 Bulgaria 28 Europe 10.74621 5.666427 8.34761
5.73161
2002 Bulgaria 28 Europe 10.70627 5.627621
8.427143 5.51526
2003 Bulgaria 28 Europe 10.76443 5.572154
8.485299 9.91625
2004 Bulgaria 28 Europe 10.75368 5.56452 8.555276
11.7462
2005 Bulgaria 28 Europe 10.77722 5.493062
8.631898 13.7202
2006 Bulgaria 28 Europe 10.79939 5.351858
8.705301 22.9044
2007 Bulgaria 28 Europe 10.86389 5.517453
8.776165 31.247
2008 Bulgaria 28 Europe 10.83448 5.488938 8.84226
18.9142
2009 Bulgaria 28 Europe 10.66115 5.493062
8.813868 7.4937
2010 Bulgaria 28 Europe 10.69453 5.568345
8.826133 3.65921
2011 Bulgaria 28 Europe 10.80678 5.501258
8.855783 3.6675
2012 Bulgaria 28 Europe 10.71135 5.641907
8.865174 3.31047
2013 Bulgaria 28 Europe 10.58658 5.384495
8.873953 3.57797
2014 Bulgaria 28 Europe 10.65321 5.634789
8.898405 1.92254
2015 Bulgaria 28 Europe 10.70856 5.438079
8.943906 4.3047
2016 Bulgaria 28 Europe 10.63846 5.308268
8.988326 2.74519
2017 Bulgaria 28 Europe 10.66165 5.192957
9.030096 3.4272
2018 Bulgaria 28 Europe 10.65322 5.391048
9.067693 1.84677
2019 Bulgaria 28 Europe 10.64473 5.96787 9.107892
2.21422
1991 Croatia 29 Europe 9.629829 6.1717 8.899529 2.51484
1992 Croatia 29 Europe 9.706082 6.22059 8.95285 2.65733
1993 Croatia 29 Europe 9.726205 5.624018 9.003471
2.79982
1994 Croatia 29 Europe 9.71054 5.57973 9.051653 2.94232
1995 Croatia 29 Europe 9.740118 5.556828 9.05584 0.482005
1996 Croatia 29 Europe 9.738389 5.609472 9.126255
2.07728
1997 Croatia 29 Europe 9.84729 5.587249 9.196479 2.50061
1998 Croatia 29 Europe 9.91115 5.505332 9.216926 3.94266
1999 Croatia 29 Europe 9.903111 5.820083 9.213032
6.21673
2000 Croatia 29 Europe 9.869918 5.891644 9.255159
4.68439
2001 Croatia 29 Europe 9.923087 5.793014 9.326555
4.47269
2002 Croatia 29 Europe 9.974596 5.958425 9.375861
3.6575
2003 Croatia 29 Europe 10.04259 5.953243 9.430446
5.32321
2004 Croatia 29 Europe 10.01575 5.894403 9.470928
3.15951
2005 Croatia 29 Europe 10.02537 5.758902 9.511877
3.99836
2006 Croatia 29 Europe 10.02602 5.840641 9.56044 6.63287
2007 Croatia 29 Europe 10.07862 5.799093 9.611982
7.71948
2008 Croatia 29 Europe 10.02537 5.521461 9.629544
7.46864
2009 Croatia 29 Europe 9.960148 5.549076 9.554152
4.89833
2010 Croatia 29 Europe 9.912059 5.438079 9.541343
2.58335
2011 Croatia 29 Europe 9.899253 5.379897 9.541693
2.00304
2012 Croatia 29 Europe 9.800641 5.438079 9.522119
2.59336
2013 Croatia 29 Europe 9.775745 5.135798 9.519403
1.61447
2014 Croatia 29 Europe 9.735357 5.129899 9.522436
5.5237
2015 Croatia 29 Europe 9.75915 5.164786 9.554757 0.105543
2016 Croatia 29 Europe 9.769266 4.997212 9.595984
0.811119
2017 Croatia 29 Europe 9.833371 4.795791 9.6389 0.861943
2018 Croatia 29 Europe 9.824924 4.759377 9.674425
1.98842
2019 Croatia 29 Europe 9.816406 6.597805 9.708351
1.93667
1991 Czech Republic 30 Europe 11.79132 6.580975
9.424935 1.95784
1992 Czech Republic 30 Europe 11.83629 6.794587
9.418835 2.3676
1993 Czech Republic 30 Europe 11.79533 6.628041
9.418414 1.61095
1994 Czech Republic 30 Europe 11.74192 6.439351
9.446731 1.84678
1995 Czech Republic 30 Europe 11.72667 6.419995
9.507699 4.29533
1996 Czech Republic 30 Europe 11.73889 6.361302
9.550224 2.14266
1997 Czech Republic 30 Europe 11.75517 6.436151
9.545338 2.08197
1998 Czech Republic 30 Europe 11.71581 6.390241
9.542993 5.56497
1999 Czech Republic 30 Europe 11.62581 6.318968
9.558241 9.73153
2000 Czech Republic 30 Europe 11.72644 6.342122
9.602827 8.08941
2001 Czech Republic 30 Europe 11.72549 6.265301
9.635257 8.35368
2002 Czech Republic 30 Europe 11.6927 6.437752 9.653576
10.373
2003 Czech Republic 30 Europe 11.71209 6.434546
9.689259 2.02884
2004 Czech Republic 30 Europe 11.66785 6.37332 9.736854
5.39052
2005 Czech Republic 30 Europe 11.69603 6.463029
9.798759 10.0749
2006 Czech Republic 30 Europe 11.71254 6.57368 9.86234 4.58756
2007 Czech Republic 30 Europe 11.72228 6.568078
9.911018 7.3011
2008 Czech Republic 30 Europe 11.66751 6.670766
9.929193 3.7398
2009 Czech Republic 30 Europe 11.5872 6.766191 9.874279
2.5568
2010 Czech Republic 30 Europe 11.63289 6.663133
9.893845 4.90068
2011 Czech Republic 30 Europe 11.58982 6.765039
9.909399 1.83758
2012 Czech Republic 30 Europe 11.54588 6.891626
9.899969 4.54883
2013 Czech Republic 30 Europe 11.53285 6.813445 9.89479
3.51361
2014 Czech Republic 30 Europe 11.48412 6.779922
9.920526 3.89218
2015 Czech Republic 30 Europe 11.51145 6.674562
9.970291 0.909873
2016 Czech Republic 30 Europe 11.53486 6.677083 9.99258
5.56184
2017 Czech Republic 30 Europe 11.52227 6.519147
10.03253 5.20335
2018 Czech Republic 30 Europe 11.51013 6.802156
10.05725 3.398
2019 Czech Republic 30 Europe 11.49783 2.484907
10.07885 3.78631
1991 Estonia 31 Europe 9.911543 2.639057 8.309318
1.987
1992 Estonia 31 Europe 10.08078 2.70805 8.479182 2.35511
1993 Estonia 31 Europe 9.878602 2.772589 8.81619 4.20195
1994 Estonia 31 Europe 9.854441 2.772589 8.821015
5.30633
1995 Estonia 31 Europe 9.771152 2.484907 8.883142
4.59795
1996 Estonia 31 Europe 9.817367 2.70805 8.946075 3.46956
1997 Estonia 31 Europe 9.80409 2.995732 9.080113 5.32372
1998 Estonia 31 Europe 9.699584 2.564949 9.132111
10.5118
1999 Estonia 31 Europe 9.626374 2.564949 9.125124
5.65585
2000 Estonia 31 Europe 9.606339 2.890372 9.216564
7.30961
2001 Estonia 31 Europe 9.653107 2.944439 9.281011
9.4722
2002 Estonia 31 Europe 9.608312 2.890372 9.353155
4.58781
2003 Estonia 31 Europe 9.748288 3.295837 9.432372
10.5111
2004 Estonia 31 Europe 9.757454 3.135494 9.503834
8.94975
2005 Estonia 31 Europe 9.726423 3.583519 9.600222
21.6874
2006 Estonia 31 Europe 9.691231 3.78419 9.698869 10.3347
2007 Estonia 31 Europe 9.817766 4.127134 9.776435
13.5133
2008 Estonia 31 Europe 9.742059 4.330733 9.726887
8.11309
2009 Estonia 31 Europe 9.568874 4.430817 9.572934
9.45242
2010 Estonia 31 Europe 9.785902 4.127134 9.601762
13.1629
2011 Estonia 31 Europe 9.803482 2.995732 9.676597
4.78442
2012 Estonia 31 Europe 9.749572 3.218876 9.710946
7.70648
2013 Estonia 31 Europe 9.869539 3.78419 9.727878 4.3446
2014 Estonia 31 Europe 9.807728 3.401197 9.759935
6.65453
2015 Estonia 31 Europe 9.702726 3.367296 9.777561
-3.10412
2016 Estonia 31 Europe 9.716526 3.610918 9.803246
3.8572
2017 Estonia 31 Europe 9.794641 3.178054 9.857931
6.34373
2018 Estonia 31 Europe 9.801517 3.712675 9.900964
3.83839
2019 Estonia 31 Europe 9.808346 6.055222 9.939912
9.23221
1991 Georgia 32 Europe 9.243034 5.899898 7.971463
0.211
1992 Georgia 32 Europe 9.637918 6.2186 7.367697 0.123
1993 Georgia 32 Europe 9.205553 5.955837 7.013287
0.00037
1994 Georgia 32 Europe 8.713345 5.659482 6.918867
0.318234
1995 Georgia 32 Europe 7.741914 5.662961 6.982111
5.49114
1996 Georgia 32 Europe 8.310588 5.572154 7.124567
5.73995
1997 Georgia 32 Europe 8.39775 5.624018 7.25666 6.90781
1998 Georgia 32 Europe 8.509454 5.57973 7.311979 7.34192
1999 Georgia 32 Europe 8.376872 5.446737 7.360841
2.93926
2000 Georgia 32 Europe 8.419818 5.537334 7.398504
4.29984
2001 Georgia 32 Europe 8.234744 5.267858 7.460952
3.4127
2002 Georgia 32 Europe 8.128086 5.273 7.523217 4.72354
2003 Georgia 32 Europe 8.235717 5.517453 7.63486 8.39056
2004 Georgia 32 Europe 8.371796 5.416101 7.697381
9.61362
2005 Georgia 32 Europe 8.530661 5.463832 7.795306
7.06785
2006 Georgia 32 Europe 8.724135 5.513429 7.891012
15.1238
2007 Georgia 32 Europe 8.767316 5.402678 8.014713
18.5994
2008 Georgia 32 Europe 8.587618 5.545177 8.041649
12.5223
2009 Georgia 32 Europe 8.738934 5.209486 8.013343
6.13737
2010 Georgia 32 Europe 8.750616 4.927254 8.081257
7.52167
2011 Georgia 32 Europe 8.985995 4.934474 8.160669
7.74511
2012 Georgia 32 Europe 9.041342 4.736198 8.229778
5.87198
2013 Georgia 32 Europe 9.012265 4.70048 8.268361 6.08836
2014 Georgia 32 Europe 9.102809 4.59512 8.311256 10.4208
2015 Georgia 32 Europe 9.189957 4.564348 8.339457
11.6042
2016 Georgia 32 Europe 9.223084 4.317488 8.367508
10.9377
2017 Georgia 32 Europe 9.14767 4.634729 8.414664 11.7126
2018 Georgia 32 Europe 9.179664 4.382027 8.462605
6.92428
2019 Georgia 32 Europe 9.210665 7.700748 8.514354
7.15154
1991 Hungary 33 Europe 11.10624 7.311218 9.089022
4.20717
1992 Hungary 33 Europe 11.00867 7.037906 9.058292
3.81911
1993 Hungary 33 Europe 11.03356 7.057898 9.053655
5.856
1994 Hungary 33 Europe 10.98178 6.999423 9.084069
2.65039
1995 Hungary 33 Europe 11.00824 6.688354 9.100247
10.348
1996 Hungary 33 Europe 11.03592 6.602588 9.102789
7.04892
1997 Hungary 33 Europe 11.01677 6.536692 9.135751
8.80421
1998 Hungary 33 Europe 10.98806 6.591674 9.176336
6.69651
1999 Hungary 33 Europe 10.9819 6.697034 9.209416 6.89776
2000 Hungary 33 Europe 10.93 6.79794 9.255833 5.81916
2001 Hungary 33 Europe 10.95042 6.823286 9.298059
7.55129
2002 Hungary 33 Europe 10.93426 6.73578 9.347229 5.38898
2003 Hungary 33 Europe 10.9862 6.628041 9.390127 4.87387
2004 Hungary 33 Europe 10.95881 6.617403 9.439443
4.36524
2005 Hungary 33 Europe 10.96853 6.558198 9.482992
24.3313
2006 Hungary 33 Europe 10.95754 6.576469 9.524068
16.1612
2007 Hungary 33 Europe 10.93276 6.535241 9.528036
50.4632
2008 Hungary 33 Europe 10.91124 6.526495 9.540315
47.4956
2009 Hungary 33 Europe 10.78954 6.629363 9.472518
-2.13527
2010 Hungary 33 Europe 10.82423 6.475433 9.4814 -15.8388
2011 Hungary 33 Europe 10.79113 6.495265 9.50226 7.61179
2012 Hungary 33 Europe 10.719 6.539586 9.492598 8.43981
2013 Hungary 33 Europe 10.65269 6.464588 9.514791
-2.64872
2014 Hungary 33 Europe 10.62963 6.302619 9.558579
9.29156
2015 Hungary 33 Europe 10.70141 6.343881 9.598693
-4.22906
2016 Hungary 33 Europe 10.72628 6.423247 9.623405
54.6487
2017 Hungary 33 Europe 10.66933 6.206576 9.668384
-8.60312
2018 Hungary 33 Europe 10.64773 6.008813 9.719337
-41.5082
2019 Hungary 33 Europe 10.62564 4.369448 9.768013
3.7849
1991 Latvia 34 Europe 9.454535 4.29046 7.877387 5.68881
1992 Latvia 34 Europe 9.557019 5.043425 8.065084
5.56671
1993 Latvia 34 Europe 9.394057 5.187386 8.223056
5.4446
1994 Latvia 34 Europe 9.297709 5.347107 8.359444
5.3225
1995 Latvia 34 Europe 9.152979 5.278115 8.545 4.22907
1996 Latvia 34 Europe 9.121418 5.087596 8.581406
5.56706
1997 Latvia 34 Europe 9.042644 5.273 8.676993 7.28825
1998 Latvia 34 Europe 8.995131 4.510859 8.748131
5.1974
1999 Latvia 34 Europe 8.821774 4.584968 8.784156
4.63019
2000 Latvia 34 Europe 8.756406 4.762174 8.848238
4.08591
2001 Latvia 34 Europe 8.851611 5.010635 8.922427
2.08166
2002 Latvia 34 Europe 8.841057 4.510859 9.002787
1.67987
2003 Latvia 34 Europe 8.905264 4.682131 9.093445
2.69912
2004 Latvia 34 Europe 8.909732 4.718499 9.184475
4.12105
2005 Latvia 34 Europe 8.923505 4.736198 9.297326
4.7894
2006 Latvia 34 Europe 8.988745 4.934474 9.418827
7.95672
2007 Latvia 34 Europe 9.026028 5.327876 9.522398
8.78184
2008 Latvia 34 Europe 8.97492 5.480639 9.498871 4.02231
2009 Latvia 34 Europe 8.886177 5.181784 9.361786
-0.571493
2010 Latvia 34 Europe 8.996495 5.153292 9.336833
1.9954
2011 Latvia 34 Europe 8.894761 5.26269 9.415996 5.33339
2012 Latvia 34 Europe 8.862575 5.416101 9.468909
3.83573
2013 Latvia 34 Europe 8.865168 4.634729 9.502633
3.26792
2014 Latvia 34 Europe 8.843177 4.912655 9.531021
3.31738
2015 Latvia 34 Europe 8.854755 4.553877 9.571293
3.00053
2016 Latvia 34 Europe 8.854233 4.49981 9.598014 1.20136
2017 Latvia 34 Europe 8.805734 4.454347 9.64405 3.75397
2018 Latvia 34 Europe 8.792734 5.002179 9.693797
1.30264
2019 Latvia 34 Europe 8.779565 3.367296 9.723025
2.63502
1991 Lithuania 35 Europe 9.794425 4.89784 7.884447
3.76076
1992 Lithuania 35 Europe 10.00553 6.023448
8.071721 3.76403
1993 Lithuania 35 Europe 9.769685 4.718499
8.229395 3.76731
1994 Lithuania 35 Europe 9.7619 4.663439 8.365561
3.77058
1995 Lithuania 35 Europe 9.693043 4.60517 8.578914
0.921859
1996 Lithuania 35 Europe 9.663416 4.828314
8.636735 1.81751
1997 Lithuania 35 Europe 9.638158 4.89784 8.723785
3.57982
1998 Lithuania 35 Europe 9.69259 4.454347 8.803045
8.17389
1999 Lithuania 35 Europe 9.52461 4.189655 8.798729
5.14484
2000 Lithuania 35 Europe 9.40619 4.219508 8.843364
3.29548
2001 Lithuania 35 Europe 9.463884 4.442651
8.914807 3.61069
2002 Lithuania 35 Europe 9.483608 4.158883
8.988256 4.62792
2003 Lithuania 35 Europe 9.459035 4.248495
9.096573 1.15622
2004 Lithuania 35 Europe 9.491391 4.219508
9.171247 3.8483
2005 Lithuania 35 Europe 9.539759 4.174387
9.261965 4.94792
2006 Lithuania 35 Europe 9.558055 4.127134
9.349379 7.47722
2007 Lithuania 35 Europe 9.626859 4.465908
9.466401 6.54692
2008 Lithuania 35 Europe 9.616407 4.510859
9.502627 3.61053
2009 Lithuania 35 Europe 9.435014 4.682131
9.353396 -0.962124
2010 Lithuania 35 Europe 9.508138 4.532599
9.389079 2.97766
2011 Lithuania 35 Europe 9.531549 4.691348
9.470175 4.32825
2012 Lithuania 35 Europe 9.534735 4.762174
9.521203 1.57936
2013 Lithuania 35 Europe 9.444633 4.812184
9.566289 1.53786
2014 Lithuania 35 Europe 9.460177 4.61512 9.609365
0.734723
2015 Lithuania 35 Europe 9.479135 4.553877
9.638901 2.52142
2016 Lithuania 35 Europe 9.469843 4.394449
9.676846 2.23713
2017 Lithuania 35 Europe 9.44988 4.394449 9.732428
2.49511
2018 Lithuania 35 Europe 9.441995 4.674467
9.777769 1.62314
2019 Lithuania 35 Europe 9.434048 5.426482
9.821581 2.49597
1991 Moldova 36 Europe 9.749646 5.445247 6.943766
1.4324
1992 Moldova 36 Europe 9.946015 4.204693 7.009377
1.75647
1993 Moldova 36 Europe 9.648858 5.46806 7.070946 2.19003
1994 Moldova 36 Europe 9.403171 5.598422 7.128944
2.6236
1995 Moldova 36 Europe 9.322927 5.666427 7.392581
3.81693
1996 Moldova 36 Europe 9.351989 5.686975 7.334015
1.40049
1997 Moldova 36 Europe 8.867753 5.549076 7.35405 4.07962
1998 Moldova 36 Europe 8.743623 5.545177 7.286794
4.44512
1999 Moldova 36 Europe 8.412516 5.480639 7.254101
3.23459
2000 Moldova 36 Europe 8.164222 6.079933 7.276993
9.89887
2001 Moldova 36 Europe 8.220045 5.476463 7.338441
6.98601
2002 Moldova 36 Europe 8.290551 5.680172 7.415864
5.05771
2003 Moldova 36 Europe 8.364133 5.693732 7.482594
3.72304
2004 Moldova 36 Europe 8.423852 5.932245 7.556458
5.81199
2005 Moldova 36 Europe 8.49606 5.713733 7.631212 6.38145
2006 Moldova 36 Europe 8.516084 5.808143 7.680875
7.58983
2007 Moldova 36 Europe 8.450859 5.609472 7.712751
12.179
2008 Moldova 36 Europe 8.471799 4.89784 7.789762 12.0005
2009 Moldova 36 Europe 8.423047 4.934474 7.729149
4.77679
2010 Moldova 36 Europe 8.503523 4.574711 7.79874 4.16103
2011 Moldova 36 Europe 8.52121 4.532599 7.855871 4.2664
2012 Moldova 36 Europe 8.502035 4.204693 7.850087
2.87938
2013 Moldova 36 Europe 8.516817 4.204693 7.936935
2.54699
2014 Moldova 36 Europe 8.502779 4.158883 7.986331
3.62904
2015 Moldova 36 Europe 8.505752 4.510859 7.990821
2.91231
2016 Moldova 36 Europe 8.540024 4.29046 8.045448 1.09509
2017 Moldova 36 Europe 8.525404 4.521789 8.108209
1.59642
2018 Moldova 36 Europe 8.531847 3.62561 8.168309 2.72199
2019 Moldova 36 Europe 8.538249 8.12829 8.22034 4.96017
1991 Poland 37 Europe 12.79841 7.969358 8.614432
0.340347
1992 Poland 37 Europe 12.77916 7.885705 8.636204
0.7187
1993 Poland 37 Europe 12.77494 7.892078 8.670361
1.78561
1994 Poland 37 Europe 12.71881 7.861342 8.719826
1.69219
1995 Poland 37 Europe 12.74902 7.787797 8.785677
2.57427
1996 Poland 37 Europe 12.78199 7.782807 8.843719
2.8135
1997 Poland 37 Europe 12.76433 7.786137 8.90566 3.08576
1998 Poland 37 Europe 12.69291 7.734121 8.950416
3.66022
1999 Poland 37 Europe 12.66262 7.784889 8.995875
4.36431
2000 Poland 37 Europe 12.60917 7.697121 9.050905
5.43094
2001 Poland 37 Europe 12.61581 7.746301 9.063583
2.97972
2002 Poland 37 Europe 12.59417 7.726654 9.084257
2.05908
2003 Poland 37 Europe 12.61902 7.775276 9.119937
2.46928
2004 Poland 37 Europe 12.62615 7.614805 9.170604
5.43625
2005 Poland 37 Europe 12.61996 7.676474 9.205379
3.60671
2006 Poland 37 Europe 12.67276 7.779885 9.265972
6.22865
2007 Poland 37 Europe 12.65802 7.819234 9.334502
5.8339
2008 Poland 37 Europe 12.65985 7.972121 9.375986
2.73017
2009 Poland 37 Europe 12.60356 8.071843 9.403119
3.18899
2010 Poland 37 Europe 12.66433 8.263332 9.441415
3.83772
2011 Poland 37 Europe 12.66678 8.39163 9.489832 3.49544
2012 Poland 37 Europe 12.61127 8.351611 9.505785
1.47054
2013 Poland 37 Europe 12.61932 8.27919 9.520212 0.15165
2014 Poland 37 Europe 12.56353 8.450198 9.553606
3.62603
2015 Poland 37 Europe 12.56256 8.357259 9.591945
3.15444
2016 Poland 37 Europe 12.60832 8.274867 9.622554
3.88126
2017 Poland 37 Europe 12.56435 8.344505 9.670625
2.2345
2018 Poland 37 Europe 12.55642 8.435033 9.722735
2.84391
2019 Poland 37 Europe 12.54843 7.608375 9.763471
2.53798
1991 Romania 38 Europe 11.85146 7.284135 8.460636
0.137937
1992 Romania 38 Europe 11.76482 7.254178 8.377914
0.306508
1993 Romania 38 Europe 11.73845 7.398174 8.394448
0.356562
1994 Romania 38 Europe 11.68806 7.501635 8.434468
1.13385
1995 Romania 38 Europe 11.74443 7.512618 8.496961
1.11926
1996 Romania 38 Europe 11.73933 7.443079 8.538176
0.712022
1997 Romania 38 Europe 11.63181 7.16935 8.491348 3.41533
1998 Romania 38 Europe 11.51123 6.966967 8.472911
4.87119
1999 Romania 38 Europe 11.4047 6.910751 8.470707 2.89546
2000 Romania 38 Europe 11.41511 7.028202 8.496316
2.78365
2001 Romania 38 Europe 11.47867 7.298445 8.561136
2.86423
2002 Romania 38 Europe 11.48491 6.781058 8.634906
2.48339
2003 Romania 38 Europe 11.52349 6.842683 8.66526 3.18995
2004 Romania 38 Europe 11.48148 6.820016 8.770152
8.5938
2005 Romania 38 Europe 11.47685 6.701961 8.821952
6.60078
2006 Romania 38 Europe 11.54588 6.717805 8.905104
9.02011
2007 Romania 38 Europe 11.53493 6.902743 8.989717
5.78691
2008 Romania 38 Europe 11.4759 6.960348 9.095376 6.37749
2009 Romania 38 Europe 11.30929 7.231287 9.046952
2.66375
2010 Romania 38 Europe 11.28241 7.261225 9.013099
1.93336
2011 Romania 38 Europe 11.35356 6.929517 9.037889
1.29201
2012 Romania 38 Europe 11.31109 6.900731 9.062901
1.78016
2013 Romania 38 Europe 11.16967 6.858565 9.101155
2.01877
2014 Romania 38 Europe 11.14893 6.882438 9.138441
1.93822
2015 Romania 38 Europe 11.18046 6.912743 9.181126
2.42714
2016 Romania 38 Europe 11.1456 7.001245 9.233753 3.31683
2017 Romania 38 Europe 11.16995 7.003066 9.308306
2.81202
2018 Romania 38 Europe 11.14458 6.966124 9.357594
3.03921
2019 Romania 38 Europe 11.11856 5.590487 9.403554
2.76359
1991 Slovak Republic 39 Europe 10.67071 5.571736
8.814079 0.756
1992 Slovak Republic 39 Europe 10.69611 5.641907
8.949583 0.895
1993 Slovak Republic 39 Europe 10.66621 5.513429
8.964601 1.20355
1994 Slovak Republic 39 Europe 10.60711 5.594711
9.020866 1.33848
1995 Slovak Republic 39 Europe 10.64817 5.273 9.074731
0.913822
1996 Slovak Republic 39 Europe 10.62892 5.411646
9.136714 1.25631
1997 Slovak Republic 39 Europe 10.62251 5.361292
9.192437 0.637792
1998 Slovak Republic 39 Europe 10.60856 5.361292
9.231048 2.16577
1999 Slovak Republic 39 Europe 10.57747 5.463832
9.228968 1.11283
2000 Slovak Republic 39 Europe 10.48808 5.505332 9.24192
7.48414
2001 Slovak Republic 39 Europe 10.58045 5.556828
9.275769 4.98366
2002 Slovak Republic 39 Europe 10.57775 5.347107 9.32024
11.9909
2003 Slovak Republic 39 Europe 10.58389 5.370638 9.37443
2.07021
2004 Slovak Republic 39 Europe 10.56487 5.043425
9.426076 7.08766
2005 Slovak Republic 39 Europe 10.58045 5.26269 9.490111
6.24909
2006 Slovak Republic 39 Europe 10.574 5.476463 9.571583
8.06334
2007 Slovak Republic 39 Europe 10.51271 5.117994
9.674136 5.85078
2008 Slovak Republic 39 Europe 10.53772 5.170484 9.72753
4.6192
2009 Slovak Republic 39 Europe 10.43521 5.455321
9.670097 1.70819
2010 Slovak Republic 39 Europe 10.49794 5.411646
9.724797 2.34613
2011 Slovak Republic 39 Europe 10.44943 5.123964
9.751749 5.48659
2012 Slovak Republic 39 Europe 10.39834 5.214936
9.768828 1.88163
2013 Slovak Republic 39 Europe 10.40702 5.351858 9.77444
1.01688
2014 Slovak Republic 39 Europe 10.3313 5.429346 9.800622
-0.358584
2015 Slovak Republic 39 Europe 10.35084 5.393628
9.846764 1.71878
2016 Slovak Republic 39 Europe 10.38664 5.209486
9.866486 5.29099
2017 Slovak Republic 39 Europe 10.35649 5.379897
9.894942 4.42553
2018 Slovak Republic 39 Europe 10.34093 5.280762
9.931785 2.41155
2019 Slovak Republic 39 Europe 10.32513 3.044523
9.954147 2.19374
1991 Slovenia 40 Europe 9.487211 5.236442
9.556426 0.293398
1992 Slovenia 40 Europe 9.431787 5.624018
9.501706 0.84726
1993 Slovenia 40 Europe 9.485281 5.655992
9.532127 0.84924
1994 Slovenia 40 Europe 9.498563 5.749393
9.585188 0.776764
1995 Slovenia 40 Europe 9.575259 5.662961
9.625223 0.704376
1996 Slovenia 40 Europe 9.612736 5.583496
9.657376 0.805775
1997 Slovenia 40 Europe 9.671541 5.662961
9.707985 1.61103
1998 Slovenia 40 Europe 9.62855 5.56452 9.742434 0.973981
1999 Slovenia 40 Europe 9.634086 5.726848
9.793673 0.469368
2000 Slovenia 40 Europe 9.57475 5.70711 9.826777 0.669308
2001 Slovenia 40 Europe 9.626616 5.703783
9.856862 2.40081
2002 Slovenia 40 Europe 9.643403 5.736572
9.890078 7.87488
2003 Slovenia 40 Europe 9.649331 5.834811
9.918648 1.80734
2004 Slovenia 40 Europe 9.664348 5.840641
9.960676 2.21736
2005 Slovenia 40 Europe 9.672004 5.659482 9.99622
2.68129
2006 Slovenia 40 Europe 9.695529 5.802118 10.0489
1.75279
2007 Slovenia 40 Europe 9.695529 5.70711 10.11078
3.92553
2008 Slovenia 40 Europe 9.761688 5.921578 10.1437
1.94544
2009 Slovenia 40 Europe 9.634325 6.09131 10.05617
-0.688872
2010 Slovenia 40 Europe 9.637918 6.152733
10.06516 0.662657
2011 Slovenia 40 Europe 9.626374 5.988447
10.07166 1.70033
2012 Slovenia 40 Europe 9.593924 6.008542
10.04281 0.072
2013 Slovenia 40 Europe 9.538967 6.028241
10.03111 0.214915
2014 Slovenia 40 Europe 9.43208 6.047559 10.05743
2.04159
2015 Slovenia 40 Europe 9.435892 6.066511
10.07854 4.01518
2016 Slovenia 40 Europe 9.444053 6.085111
10.10855 3.23902
2017 Slovenia 40 Europe 9.527729 5.541264 10.1551
2.46332
2018 Slovenia 40 Europe 9.518829 6.053203
10.19183 2.82016
2019 Slovenia 40 Europe 9.50985 8.535509 10.20921
2.57096
1991 Ukraine 41 Europe 13.19474 5.733341 8.195414
0.324
1992 Ukraine 41 Europe 13.35495 9.069583 8.090513
0.270481
1993 Ukraine 41 Europe 13.19809 8.585786 7.936506
0.304653
1994 Ukraine 41 Europe 12.99854 8.477204 7.68095 0.302572
1995 Ukraine 41 Europe 13.00795 8.19864 7.558743 0.553783
1996 Ukraine 41 Europe 12.92959 8.452762 7.462254
1.16926
1997 Ukraine 41 Europe 12.74021 8.579041 7.440908
1.24226
1998 Ukraine 41 Europe 12.70271 8.594339 7.430661
1.77398
1999 Ukraine 41 Europe 12.71454 8.634087 7.438087
1.57058
2000 Ukraine 41 Europe 12.67889 8.882947 7.505477
1.9033
2001 Ukraine 41 Europe 12.68161 7.378384 7.604031
2.08573
2002 Ukraine 41 Europe 12.67197 7.399398 7.66469 1.6363
2003 Ukraine 41 Europe 12.77261 8.3163 7.763703 2.84321
2004 Ukraine 41 Europe 12.74664 8.171317 7.885588
2.6458
2005 Ukraine 41 Europe 12.71853 8.153062 7.922449
9.07296
2006 Ukraine 41 Europe 12.69597 8.143227 8.000971
5.20586
2007 Ukraine 41 Europe 12.68 7.946264 8.08013 7.14899
2008 Ukraine 41 Europe 12.64762 7.797291 8.108324
5.9505
2009 Ukraine 41 Europe 12.46882 7.846199 7.95308 4.07212
2010 Ukraine 41 Europe 12.6269 7.881938 7.994679 4.74292
2011 Ukraine 41 Europe 12.56512 7.820439 8.051489
4.41715
2012 Ukraine 41 Europe 12.59741 7.957177 8.056343
4.65066
2013 Ukraine 41 Europe 12.5131 7.806696 8.058352 2.45977
2014 Ukraine 41 Europe 12.33916 7.727975 8.046838
0.634441
2015 Ukraine 41 Europe 12.18731 7.711101 7.947638
3.35051
2016 Ukraine 41 Europe 12.21726 7.733246 7.973774
3.68589
2017 Ukraine 41 Europe 12.33951 7.65302 8.002528 2.51982
2018 Ukraine 41 Europe 12.30852 7.419999 8.041103
1.89149
2019 Ukraine 41 Europe 12.27654 7.186543 8.078668
1.97879
1991 Kazakhstan 42 Central Asia 12.15836 6.070738
8.558274 0.834152
1992 Kazakhstan 42 Central Asia 12.47627 8.078068
8.504512 0.401495
1993 Kazakhstan 42 Central Asia 12.29051 7.239215
8.414633 5.43124
1994 Kazakhstan 42 Central Asia 12.20599 6.938284
8.294467 3.10435
1995 Kazakhstan 42 Central Asia 12.03864 6.929517
8.226432 4.73243
1996 Kazakhstan 42 Central Asia 11.8603 7.065613
8.246565 5.40518
1997 Kazakhstan 42 Central Asia 11.77113 7.126087
8.279222 5.9614
1998 Kazakhstan 42 Central Asia 11.75447 7.20934 8.2773
5.20166
1999 Kazakhstan 42 Central Asia 11.66559 7.243513
8.313467 9.40678
2000 Kazakhstan 42 Central Asia 11.67928 7.382124
8.409963 7.49247
2001 Kazakhstan 42 Central Asia 11.78942 7.374002
8.538296 12.7155
2002 Kazakhstan 42 Central Asia 11.80362 7.436028
8.631745 10.5067
2003 Kazakhstan 42 Central Asia 11.86506 7.470794
8.717307 8.0537
2004 Kazakhstan 42 Central Asia 12.06135 7.328437
8.802025 13.0129
2005 Kazakhstan 42 Central Asia 12.08576 7.267525
8.885715 4.45711
2006 Kazakhstan 42 Central Asia 12.16853 7.398174
8.976792 9.39605
2007 Kazakhstan 42 Central Asia 12.312 7.301822
9.050613 11.419
2008 Kazakhstan 42 Central Asia 12.35796 7.32185
9.070897 12.6039
2009 Kazakhstan 42 Central Asia 12.27064 7.433075
9.056456 12.3806
2010 Kazakhstan 42 Central Asia 12.4234 7.254885
9.112782 5.03631
2011 Kazakhstan 42 Central Asia 12.46481 7.360055
9.169856 7.14351
2012 Kazakhstan 42 Central Asia 12.4007 7.508787
9.202653 6.56165
2013 Kazakhstan 42 Central Asia 12.47933 7.462789
9.246528 4.2307
2014 Kazakhstan 42 Central Asia 12.42278 7.147559
9.272943 3.30063
2015 Kazakhstan 42 Central Asia 12.39707 6.900731
9.270256 3.56737
2016 Kazakhstan 42 Central Asia 12.41798 6.961296
9.266976 12.5446
2017 Kazakhstan 42 Central Asia 12.57097 6.670766
9.293554 2.82522
2018 Kazakhstan 42 Central Asia 12.60254 7.125281
9.320588 0.119288
2019 Kazakhstan 42 Central Asia 12.63315 4.768834
9.351697 1.99152
1991 Kyrgyz Republic 43 Central Asia 8.968658 4.767495
6.900494 2.98427
1992 Kyrgyz Republic 43 Central Asia 9.31767 4.766155
6.740017 2.98191
1993 Kyrgyz Republic 43 Central Asia 9.052138 4.882802
6.571792 0.493025
1994 Kyrgyz Republic 43 Central Asia 8.727113 4.779123
6.347937 2.27114
1995 Kyrgyz Republic 43 Central Asia 8.4182 4.836282 6.28219
5.785
1996 Kyrgyz Republic 43 Central Asia 8.647318 5.02388
6.335837 2.58474
1997 Kyrgyz Republic 43 Central Asia 8.632397 4.70953
6.415791 4.74131
1998 Kyrgyz Republic 43 Central Asia 8.692021 4.094345
6.421447 6.63614
1999 Kyrgyz Republic 43 Central Asia 8.44929 4.382027
6.442492 3.55569
2000 Kyrgyz Republic 43 Central Asia 8.44141 4.430817
6.483584 -0.172311
2001 Kyrgyz Republic 43 Central Asia 8.267283 4.812184
6.525944 0.328285
2002 Kyrgyz Republic 43 Central Asia 8.508714 5.187386
6.516592 0.290349
2003 Kyrgyz Republic 43 Central Asia 8.601196 4.751289
6.574049 2.37334
2004 Kyrgyz Republic 43 Central Asia 8.678382 4.749926
6.629858 7.9338
2005 Kyrgyz Republic 43 Central Asia 8.629124 4.748562
6.616822 1.73012
2006 Kyrgyz Republic 43 Central Asia 8.613927 5.043425
6.636629 6.42244
2007 Kyrgyz Republic 43 Central Asia 8.799351 4.905275
6.709068 5.46787
2008 Kyrgyz Republic 43 Central Asia 8.943814 4.983607
6.780239 7.33454
2009 Kyrgyz Republic 43 Central Asia 8.823396 4.89784 6.79662
4.03784
2010 Kyrgyz Republic 43 Central Asia 8.761589 4.820282
6.779965 9.86093
2011 Kyrgyz Republic 43 Central Asia 8.943336 4.70048
6.825652 11.0646
2012 Kyrgyz Republic 43 Central Asia 9.223446 4.70953
6.808118 3.95037
2013 Kyrgyz Republic 43 Central Asia 9.194437 4.882802
6.891869 8.34376
2014 Kyrgyz Republic 43 Central Asia 9.238889 4.804021
6.91126 4.59301
2015 Kyrgyz Republic 43 Central Asia 9.254097 4.430817
6.928695 17.1312
2016 Kyrgyz Republic 43 Central Asia 9.188833 4.919981
6.950768 9.08869
2017 Kyrgyz Republic 43 Central Asia 9.229824 4.789948
6.977742 -1.39184
2018 Kyrgyz Republic 43 Central Asia 9.260261 4.785717
6.994729 1.74369
2019 Kyrgyz Republic 43 Central Asia 9.289799 3.179701
7.017827 7.70262
1991 Tajikistan 44 Central Asia 8.429209 3.227629
7.061785 0.342
1992 Tajikistan 44 Central Asia 8.897773 1.609438
6.700609 0.47139
1993 Tajikistan 44 Central Asia 8.552136 3.178054
6.505111 0.54655
1994 Tajikistan 44 Central Asia 7.765519 3.555348
6.250351 0.788427
1995 Tajikistan 44 Central Asia 7.803662 3.401197
6.102808 0.811974
1996 Tajikistan 44 Central Asia 7.947062 3.135494
5.905186 1.72471
1997 Tajikistan 44 Central Asia 7.674399 3.610918
5.907085 1.95318
1998 Tajikistan 44 Central Asia 7.822936 3.637586
5.943978 2.2678
1999 Tajikistan 44 Central Asia 7.831708 3.806663
5.965113 0.616866
2000 Tajikistan 44 Central Asia 7.712833 4.41884
6.029397 2.73594
2001 Tajikistan 44 Central Asia 7.737125 3.663562
6.104587 0.878578
2002 Tajikistan 44 Central Asia 7.53965 3.401197
6.190483 2.95355
2003 Tajikistan 44 Central Asia 7.637968 3.465736
6.276512 2.03496
2004 Tajikistan 44 Central Asia 7.849025 3.401197
6.356879 13.1022
2005 Tajikistan 44 Central Asia 7.800663 3.258096
6.402335 2.35604
2006 Tajikistan 44 Central Asia 7.885546 3.75941
6.451007 11.9647
2007 Tajikistan 44 Central Asia 8.081566 3.786535
6.505711 9.67783
2008 Tajikistan 44 Central Asia 7.972672 2.397895
6.561208 9.42807
2009 Tajikistan 44 Central Asia 7.803662 1.94591
6.578151 2.9935
2010 Tajikistan 44 Central Asia 7.83896 1.386294
6.619477 1.66497
2011 Tajikistan 44 Central Asia 7.760842 1.098612
6.668525 2.23654
2012 Tajikistan 44 Central Asia 7.982735 0.6931472
6.717941 3.16697
2013 Tajikistan 44 Central Asia 7.976457 2.803617
6.766119 3.35138
2014 Tajikistan 44 Central Asia 8.438241 2.737355
6.807355 3.584
2015 Tajikistan 44 Central Asia 8.518284 2.666387
6.841615 5.78021
2016 Tajikistan 44 Central Asia 8.577312 2.589997
6.883601 3.47515
2017 Tajikistan 44 Central Asia 8.298284 2.507284
6.93231 2.59612
2018 Tajikistan 44 Central Asia 8.323782 2.417108
6.978234 2.93585
2019 Tajikistan 44 Central Asia 8.348646 7.350171
7.022093 2.6219
1991 Uzbekistan 45 Central Asia 11.55381 7.293275
7.064211 0.145144
1992 Uzbekistan 45 Central Asia 11.62312 7.66669
6.921984 0.069545
1993 Uzbekistan 45 Central Asia 11.66193 6.966967
6.87599 0.36644
1994 Uzbekistan 45 Central Asia 11.59446 6.946014
6.802958 0.565928
1995 Uzbekistan 45 Central Asia 11.5461 6.817831
6.775849 -0.179769
1996 Uzbekistan 45 Central Asia 11.57418 6.703188
6.773579 0.645213
1997 Uzbekistan 45 Central Asia 11.58318 6.580639
6.80542 1.13126
1998 Uzbekistan 45 Central Asia 11.68809 6.642487
6.831426 0.931351
1999 Uzbekistan 45 Central Asia 11.72014 6.626718
6.862749 0.709666
2000 Uzbekistan 45 Central Asia 11.71028 6.688354
6.886544 0.542858
2001 Uzbekistan 45 Central Asia 11.72353 6.572282
6.914679 0.726225
2002 Uzbekistan 45 Central Asia 11.76248 6.836259
6.941407 0.674044
2003 Uzbekistan 45 Central Asia 11.75289 5.609472
6.971225 0.815041
2004 Uzbekistan 45 Central Asia 11.7446 5.575949
7.031533 1.46799
2005 Uzbekistan 45 Central Asia 11.6719 5.777652
7.087091 1.33916
2006 Uzbekistan 45 Central Asia 11.69765 5.780744
7.146758 1.00284
2007 Uzbekistan 45 Central Asia 11.69692 5.568345
7.223031 3.16072
2008 Uzbekistan 45 Central Asia 11.72723 5.47227
7.293423 2.40715
2009 Uzbekistan 45 Central Asia 11.58181 5.913503
7.353981 2.49932
2010 Uzbekistan 45 Central Asia 11.55376 5.641907
7.398977 3.50568
2011 Uzbekistan 45 Central Asia 11.64118 5.549076
7.447104 2.89323
2012 Uzbekistan 45 Central Asia 11.65975 5.700444
7.503547 0.884882
2013 Uzbekistan 45 Central Asia 11.54592 5.843544
7.561035 0.919895
2014 Uzbekistan 45 Central Asia 11.56375 5.662961
7.6135 1.05491
2015 Uzbekistan 45 Central Asia 11.54179 5.866468
7.667891 1.27212
2016 Uzbekistan 45 Central Asia 11.42748 5.877736
7.70966 2.03302
2017 Uzbekistan 45 Central Asia 11.59321 6.152733
7.736474 3.03811
2018 Uzbekistan 45 Central Asia 11.58903 5.218062
7.772137 1.23967
2019 Uzbekistan 45 Central Asia 11.58483 5.102652
7.807508 3.94732
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