[R Course] Data Wrangling with R: Pivot

R Courses Data Wrangling

Using the tidyr package to do some data wrangling.

Thierry Warin https://warin.ca/aboutme.html (HEC Montréal and CIRANO (Canada))https://www.hec.ca/en/profs/thierry.warin.html
04-02-2020

Learn the key ideas behind pivot_longer() and pivot_wider() as you see them used to solve a variety of data reshaping challenges ranging from simple to complex.

Data structure

Most statistical datasets are data frames made up of rows and columns. The columns are almost always labeled and the rows are sometimes labeled.

Load Packages

Pivot_longer()

pivot_longer() makes datasets longer by increasing the number of rows and decreasing the number of columns. pivot_longer() is commonly needed to tidy wild-caught datasets as they often optimise for ease of data entry or ease of comparison rather than ease of analysis

# use the relig_income dataframe
relig_income
# A tibble: 18 x 11
   religion `<$10k` `$10-20k` `$20-30k` `$30-40k` `$40-50k` `$50-75k`
   <chr>      <dbl>     <dbl>     <dbl>     <dbl>     <dbl>     <dbl>
 1 Agnostic      27        34        60        81        76       137
 2 Atheist       12        27        37        52        35        70
 3 Buddhist      27        21        30        34        33        58
 4 Catholic     418       617       732       670       638      1116
 5 Don’t k…      15        14        15        11        10        35
 6 Evangel…     575       869      1064       982       881      1486
 7 Hindu          1         9         7         9        11        34
 8 Histori…     228       244       236       238       197       223
 9 Jehovah…      20        27        24        24        21        30
10 Jewish        19        19        25        25        30        95
11 Mainlin…     289       495       619       655       651      1107
12 Mormon        29        40        48        51        56       112
13 Muslim         6         7         9        10         9        23
14 Orthodox      13        17        23        32        32        47
15 Other C…       9         7        11        13        13        14
16 Other F…      20        33        40        46        49        63
17 Other W…       5         2         3         4         2         7
18 Unaffil…     217       299       374       365       341       528
# … with 4 more variables: `$75-100k` <dbl>, `$100-150k` <dbl>,
#   `>150k` <dbl>, `Don't know/refused` <dbl>
# pivot_longer
relig_income %>%
pivot_longer(-religion, names_to = "income", values_to = "count")
# A tibble: 180 x 3
   religion income             count
   <chr>    <chr>              <dbl>
 1 Agnostic <$10k                 27
 2 Agnostic $10-20k               34
 3 Agnostic $20-30k               60
 4 Agnostic $30-40k               81
 5 Agnostic $40-50k               76
 6 Agnostic $50-75k              137
 7 Agnostic $75-100k             122
 8 Agnostic $100-150k            109
 9 Agnostic >150k                 84
10 Agnostic Don't know/refused    96
# … with 170 more rows

Pivot_wider()

pivot_wider() is the opposite of pivot_longer(): it makes a dataset wider by increasing the number of columns and decreasing the number of rows. it’s often useful for creating summary tables for presentation, or data in a format needed by other tools

# use the fish_encouters dataframe
fish_encounters
# A tibble: 114 x 3
   fish  station  seen
   <fct> <fct>   <int>
 1 4842  Release     1
 2 4842  I80_1       1
 3 4842  Lisbon      1
 4 4842  Rstr        1
 5 4842  Base_TD     1
 6 4842  BCE         1
 7 4842  BCW         1
 8 4842  BCE2        1
 9 4842  BCW2        1
10 4842  MAE         1
# … with 104 more rows
# pivot_wider
fish_encounters %>%
pivot_wider(names_from = station, values_from = seen)
# A tibble: 19 x 12
   fish  Release I80_1 Lisbon  Rstr Base_TD   BCE   BCW  BCE2  BCW2
   <fct>   <int> <int>  <int> <int>   <int> <int> <int> <int> <int>
 1 4842        1     1      1     1       1     1     1     1     1
 2 4843        1     1      1     1       1     1     1     1     1
 3 4844        1     1      1     1       1     1     1     1     1
 4 4845        1     1      1     1       1    NA    NA    NA    NA
 5 4847        1     1      1    NA      NA    NA    NA    NA    NA
 6 4848        1     1      1     1      NA    NA    NA    NA    NA
 7 4849        1     1     NA    NA      NA    NA    NA    NA    NA
 8 4850        1     1     NA     1       1     1     1    NA    NA
 9 4851        1     1     NA    NA      NA    NA    NA    NA    NA
10 4854        1     1     NA    NA      NA    NA    NA    NA    NA
11 4855        1     1      1     1       1    NA    NA    NA    NA
12 4857        1     1      1     1       1     1     1     1     1
13 4858        1     1      1     1       1     1     1     1     1
14 4859        1     1      1     1       1    NA    NA    NA    NA
15 4861        1     1      1     1       1     1     1     1     1
16 4862        1     1      1     1       1     1     1     1     1
17 4863        1     1     NA    NA      NA    NA    NA    NA    NA
18 4864        1     1     NA    NA      NA    NA    NA    NA    NA
19 4865        1     1      1    NA      NA    NA    NA    NA    NA
# … with 2 more variables: MAE <int>, MAW <int>
# clean data and replace NA values by 0
fish_encounters %>%
pivot_wider(
names_from = station,
values_from = seen,
values_fill = list(seen = 0)
)
# A tibble: 19 x 12
   fish  Release I80_1 Lisbon  Rstr Base_TD   BCE   BCW  BCE2  BCW2
   <fct>   <int> <int>  <int> <int>   <int> <int> <int> <int> <int>
 1 4842        1     1      1     1       1     1     1     1     1
 2 4843        1     1      1     1       1     1     1     1     1
 3 4844        1     1      1     1       1     1     1     1     1
 4 4845        1     1      1     1       1     0     0     0     0
 5 4847        1     1      1     0       0     0     0     0     0
 6 4848        1     1      1     1       0     0     0     0     0
 7 4849        1     1      0     0       0     0     0     0     0
 8 4850        1     1      0     1       1     1     1     0     0
 9 4851        1     1      0     0       0     0     0     0     0
10 4854        1     1      0     0       0     0     0     0     0
11 4855        1     1      1     1       1     0     0     0     0
12 4857        1     1      1     1       1     1     1     1     1
13 4858        1     1      1     1       1     1     1     1     1
14 4859        1     1      1     1       1     0     0     0     0
15 4861        1     1      1     1       1     1     1     1     1
16 4862        1     1      1     1       1     1     1     1     1
17 4863        1     1      0     0       0     0     0     0     0
18 4864        1     1      0     0       0     0     0     0     0
19 4865        1     1      1     0       0     0     0     0     0
# … with 2 more variables: MAE <int>, MAW <int>

Aggregation

You can use pivot_wider() to perform simple aggregation.

# use the warpbreaks dataset 
warpbreaks <- warpbreaks %>% as_tibble() %>% select(wool, tension, breaks)
warpbreaks
# A tibble: 54 x 3
   wool  tension breaks
   <fct> <fct>    <dbl>
 1 A     L           26
 2 A     L           30
 3 A     L           54
 4 A     L           25
 5 A     L           70
 6 A     L           52
 7 A     L           51
 8 A     L           26
 9 A     L           67
10 A     M           18
# … with 44 more rows
warpbreaks %>% count(wool, tension)
# A tibble: 6 x 3
  wool  tension     n
  <fct> <fct>   <int>
1 A     L           9
2 A     M           9
3 A     H           9
4 B     L           9
5 B     M           9
6 B     H           9
# pivot the levels of wool into the columns
warpbreaks %>% pivot_wider(names_from = wool, values_from = breaks)
# A tibble: 3 x 3
  tension A         B        
  <fct>   <list>    <list>   
1 L       <dbl [9]> <dbl [9]>
2 M       <dbl [9]> <dbl [9]>
3 H       <dbl [9]> <dbl [9]>
# mean breaks for each combination of wool and tension
warpbreaks %>% 
  pivot_wider(
    names_from = wool, 
    values_from = breaks,
    values_fn = list(breaks = mean)
  )
# A tibble: 3 x 3
  tension     A     B
  <fct>   <dbl> <dbl>
1 L        44.6  28.2
2 M        24    28.8
3 H        24.6  18.8

Longer, then wider

Some problems can’t be solved by pivotting in a single direction. This section shows you how to combine pivot_longer() and pivot_wider() to solve more complex problems.

# use the world_bank_pop dataframe
world_bank_pop
# A tibble: 1,056 x 20
   country indicator `2000` `2001` `2002` `2003`  `2004`  `2005`
   <chr>   <chr>      <dbl>  <dbl>  <dbl>  <dbl>   <dbl>   <dbl>
 1 ABW     SP.URB.T… 4.24e4 4.30e4 4.37e4 4.42e4 4.47e+4 4.49e+4
 2 ABW     SP.URB.G… 1.18e0 1.41e0 1.43e0 1.31e0 9.51e-1 4.91e-1
 3 ABW     SP.POP.T… 9.09e4 9.29e4 9.50e4 9.70e4 9.87e+4 1.00e+5
 4 ABW     SP.POP.G… 2.06e0 2.23e0 2.23e0 2.11e0 1.76e+0 1.30e+0
 5 AFG     SP.URB.T… 4.44e6 4.65e6 4.89e6 5.16e6 5.43e+6 5.69e+6
 6 AFG     SP.URB.G… 3.91e0 4.66e0 5.13e0 5.23e0 5.12e+0 4.77e+0
 7 AFG     SP.POP.T… 2.01e7 2.10e7 2.20e7 2.31e7 2.41e+7 2.51e+7
 8 AFG     SP.POP.G… 3.49e0 4.25e0 4.72e0 4.82e0 4.47e+0 3.87e+0
 9 AGO     SP.URB.T… 8.23e6 8.71e6 9.22e6 9.77e6 1.03e+7 1.09e+7
10 AGO     SP.URB.G… 5.44e0 5.59e0 5.70e0 5.76e0 5.75e+0 5.69e+0
# … with 1,046 more rows, and 12 more variables: `2006` <dbl>,
#   `2007` <dbl>, `2008` <dbl>, `2009` <dbl>, `2010` <dbl>,
#   `2011` <dbl>, `2012` <dbl>, `2013` <dbl>, `2014` <dbl>,
#   `2015` <dbl>, `2016` <dbl>, `2017` <dbl>
# year is spread across multiple columns.
pop2 <- world_bank_pop %>% 
  pivot_longer(`2000`:`2017`, names_to = "year", values_to = "value")
pop2
# A tibble: 19,008 x 4
   country indicator   year  value
   <chr>   <chr>       <chr> <dbl>
 1 ABW     SP.URB.TOTL 2000  42444
 2 ABW     SP.URB.TOTL 2001  43048
 3 ABW     SP.URB.TOTL 2002  43670
 4 ABW     SP.URB.TOTL 2003  44246
 5 ABW     SP.URB.TOTL 2004  44669
 6 ABW     SP.URB.TOTL 2005  44889
 7 ABW     SP.URB.TOTL 2006  44881
 8 ABW     SP.URB.TOTL 2007  44686
 9 ABW     SP.URB.TOTL 2008  44375
10 ABW     SP.URB.TOTL 2009  44052
# … with 18,998 more rows
#consider the indicator variable
pop2 %>% count(indicator)
# A tibble: 4 x 2
  indicator       n
  <chr>       <int>
1 SP.POP.GROW  4752
2 SP.POP.TOTL  4752
3 SP.URB.GROW  4752
4 SP.URB.TOTL  4752
# split this up into two variables: area (total or urban) and the actual variable (population or growth)
pop3 <- pop2 %>% 
  separate(indicator, c(NA, "area", "variable"))
pop3
# A tibble: 19,008 x 5
   country area  variable year  value
   <chr>   <chr> <chr>    <chr> <dbl>
 1 ABW     URB   TOTL     2000  42444
 2 ABW     URB   TOTL     2001  43048
 3 ABW     URB   TOTL     2002  43670
 4 ABW     URB   TOTL     2003  44246
 5 ABW     URB   TOTL     2004  44669
 6 ABW     URB   TOTL     2005  44889
 7 ABW     URB   TOTL     2006  44881
 8 ABW     URB   TOTL     2007  44686
 9 ABW     URB   TOTL     2008  44375
10 ABW     URB   TOTL     2009  44052
# … with 18,998 more rows
# complete the tidying by pivoting variable and value to make TOTL and GROW columns
pop3 %>% 
  pivot_wider(names_from = variable, values_from = value)
# A tibble: 9,504 x 5
   country area  year   TOTL    GROW
   <chr>   <chr> <chr> <dbl>   <dbl>
 1 ABW     URB   2000  42444  1.18  
 2 ABW     URB   2001  43048  1.41  
 3 ABW     URB   2002  43670  1.43  
 4 ABW     URB   2003  44246  1.31  
 5 ABW     URB   2004  44669  0.951 
 6 ABW     URB   2005  44889  0.491 
 7 ABW     URB   2006  44881 -0.0178
 8 ABW     URB   2007  44686 -0.435 
 9 ABW     URB   2008  44375 -0.698 
10 ABW     URB   2009  44052 -0.731 
# … with 9,494 more rows

Multi-choice

How to deal with a common way of recording multiple choice data

# Often you will get such data as follows
multi <- tribble(
  ~id, ~choice1, ~choice2, ~choice3,
  1, "A", "B", "C",
  2, "C", "B",  NA,
  3, "D",  NA,  NA,
  4, "B", "D",  NA
)

# First, make the data longer
multi2 <- multi %>% 
  pivot_longer(-id, values_drop_na = TRUE) %>% 
  mutate(checked = TRUE)
multi2
# A tibble: 8 x 4
     id name    value checked
  <dbl> <chr>   <chr> <lgl>  
1     1 choice1 A     TRUE   
2     1 choice2 B     TRUE   
3     1 choice3 C     TRUE   
4     2 choice1 C     TRUE   
5     2 choice2 B     TRUE   
6     3 choice1 D     TRUE   
7     4 choice1 B     TRUE   
8     4 choice2 D     TRUE   
# Then make the data wider
multi2 %>% 
  pivot_wider(
    id_cols = id,
    names_from = value, 
    values_from = checked, 
    values_fill = list(checked = FALSE)
  )
# A tibble: 4 x 5
     id A     B     C     D    
  <dbl> <lgl> <lgl> <lgl> <lgl>
1     1 TRUE  TRUE  TRUE  FALSE
2     2 FALSE TRUE  TRUE  FALSE
3     3 FALSE FALSE FALSE TRUE 
4     4 FALSE TRUE  FALSE TRUE 

Now that you know how to use each function, here are 2 concrete examples to help you understand when to use pivot_longer() and when to use pivot_wider().

Examples

pivot_longer()

When you want to create a graphic with ggplot2 you need your data to be in the long format

library(tidyr)
library(dplyr)
library(readr)
library(ggplot2)

student_results <- read.csv("student_results.csv")

Download the .csv file here

kable(student_results)%>%
  kable_styling() %>%
  scroll_box(width = "500px", height = "200px")
id name phone sex.and.age test.number term.1 term.2 term.3
1 Mike 134 m_12 test 1 76 84 87
2 Linda 270 f_13 test 1 88 90 73
3 Sam 210 m_11 test 1 78 74 80
4 Esther 617 f_12 test 1 68 75 74
5 Mary 114 f_14 test 1 65 67 64
1 Mike 134 m_12 test 2 85 80 90
2 Linda 270 f_13 test 2 87 82 94
3 Sam 210 m_11 test 2 80 87 80
4 Esther 617 f_12 test 2 70 75 78
5 Mary 114 f_14 test 2 68 70 63
student_results <- select(student_results, name, term.1, term.2, term.3)
student_results$name <- as.character(student_results$name)
student_results$term.1 <- as.numeric(student_results$term.1)
student_results$term.2 <- as.numeric(student_results$term.2)
student_results$term.3 <- as.numeric(student_results$term.3)

kable(student_results)%>%
  kable_styling() %>%
  scroll_box(width = "500px", height = "200px")
name term.1 term.2 term.3
Mike 76 84 87
Linda 88 90 73
Sam 78 74 80
Esther 68 75 74
Mary 65 67 64
Mike 85 80 90
Linda 87 82 94
Sam 80 87 80
Esther 70 75 78
Mary 68 70 63
final <- student_results %>% 
            pivot_longer(-name, names_to = "term", values_to = "grade")

kable(final)%>%
  kable_styling() %>%
  scroll_box(width = "500px", height = "200px")
name term grade
Mike term.1 76
Mike term.2 84
Mike term.3 87
Linda term.1 88
Linda term.2 90
Linda term.3 73
Sam term.1 78
Sam term.2 74
Sam term.3 80
Esther term.1 68
Esther term.2 75
Esther term.3 74
Mary term.1 65
Mary term.2 67
Mary term.3 64
Mike term.1 85
Mike term.2 80
Mike term.3 90
Linda term.1 87
Linda term.2 82
Linda term.3 94
Sam term.1 80
Sam term.2 87
Sam term.3 80
Esther term.1 70
Esther term.2 75
Esther term.3 78
Mary term.1 68
Mary term.2 70
Mary term.3 63
ggplot(data = final, aes(x = term, y = grade, color = name)) + 
  geom_point() +
  theme_minimal() +
  theme(plot.title = element_text(hjust = 0.5)) +
  labs(title = "Student results",
       x = "term",
       y = "grade",
       colour = "name"
       )

pivot_wider()

# Invoke following packages
library(tidyr)
library(dplyr)
library(readr)
library(ggplot2)
library(WDI)
library(kableExtra)

WDIdata <- WDIsearch("emission")
pollution <- WDI(indicator="EN.ATM.CO2E.KT", start = 2000, end = 2007)

# Data Wrangling :

  names(pollution)[names(pollution) == "EN.ATM.CO2E.KT"] <- "pollution_qty" #rename column
  names(pollution)[names(pollution) == "country"] <- "ADMIN" #rename column

  # gsub function to rename ADMIN regions in "pollution" data frame to match "world@data" ADMIN regions

    pollution$ADMIN <- gsub("United States", "United States of America", pollution$ADMIN)
    pollution$ADMIN <- gsub("Russian Federation", "Russia", pollution$ADMIN)
    pollution$ADMIN <- gsub("Egypt, Arab Rep.", "Egypt", pollution$ADMIN)
    pollution$ADMIN <- gsub("Iran, Islamic Rep.", "Iran", pollution$ADMIN)
    pollution$ADMIN <- gsub("Venezuela, RB", "Venezuela", pollution$ADMIN)
    pollution$ADMIN <- gsub("Congo, Rep.", "Republic of the Congo", pollution$ADMIN)
    pollution$ADMIN <- gsub("Congo, Dem. Rep.", "Democratic Republic of the Congo", pollution$ADMIN)
    pollution$ADMIN <- gsub("Yemen, Rep.", "Yemen", pollution$ADMIN)
    pollution$ADMIN <- gsub("Tanzania", "United Republic of Tanzania", pollution$ADMIN)
    pollution$ADMIN <- gsub("Syrian Arab Republic", "Syria", pollution$ADMIN)
    pollution$ADMIN <- gsub("Korea, Dem. People’s Rep.", "North Korea", pollution$ADMIN)
    pollution$ADMIN <- gsub("Korea, Rep.", "South Korea", pollution$ADMIN)
    pollution$ADMIN <- gsub("Kyrgyz Republic", "Kyrgyzstan", pollution$ADMIN)
    pollution$ADMIN <- gsub("Slovak Republic", "Slovakia", pollution$ADMIN)
    pollution$ADMIN <- gsub("Czech Republic", "Czechia", pollution$ADMIN)
    pollution$ADMIN <- gsub("Serbia", "Republic of Serbia", pollution$ADMIN)
    pollution$ADMIN <- gsub("Timor-Leste", "East Timor", pollution$ADMIN)
    pollution$ADMIN <- gsub("Bahamas, The", "The Bahamas", pollution$ADMIN)

kable(pollution)%>%
  kable_styling() %>%
  scroll_box(width = "500px", height = "200px")
iso2c ADMIN pollution_qty year
1A Arab World 1360284.651 2007
1A Arab World 1382459.000 2006
1A Arab World 1318939.226 2005
1A Arab World 1253266.923 2004
1A Arab World 1143443.940 2003
1A Arab World 1062296.897 2002
1A Arab World 1040811.944 2001
1A Arab World 1046627.806 2000
S3 Caribbean small states 63805.800 2007
S3 Caribbean small states 62397.672 2006
S3 Caribbean small states 56842.167 2005
S3 Caribbean small states 52496.772 2004
S3 Caribbean small states 50908.961 2003
S3 Caribbean small states 46926.599 2002
S3 Caribbean small states 45797.163 2001
S3 Caribbean small states 42757.220 2000
B8 Central Europe and the Baltics 766714.695 2007
B8 Central Europe and the Baltics 767063.060 2006
B8 Central Europe and the Baltics 741005.358 2005
B8 Central Europe and the Baltics 737140.340 2004
B8 Central Europe and the Baltics 747022.905 2003
B8 Central Europe and the Baltics 723554.105 2002
B8 Central Europe and the Baltics 735391.181 2001
B8 Central Europe and the Baltics 716124.763 2000
V2 Early-demographic dividend 5484214.853 2007
V2 Early-demographic dividend 5275272.860 2006
V2 Early-demographic dividend 5002330.716 2005
V2 Early-demographic dividend 4833667.051 2004
V2 Early-demographic dividend 4598601.350 2003
V2 Early-demographic dividend 4370374.604 2002
V2 Early-demographic dividend 4290070.971 2001
V2 Early-demographic dividend 4237636.538 2000
Z4 East Asia & Pacific 10281497.768 2007
Z4 East Asia & Pacific 10008085.988 2006
Z4 East Asia & Pacific 9362921.050 2005
Z4 East Asia & Pacific 8690370.183 2004
Z4 East Asia & Pacific 7877680.098 2003
Z4 East Asia & Pacific 7120524.831 2002
Z4 East Asia & Pacific 6667667.367 2001
Z4 East Asia & Pacific 6542447.083 2000
4E East Asia & Pacific (excluding high income) 7772136.778 2007
4E East Asia & Pacific (excluding high income) 7566735.833 2006
4E East Asia & Pacific (excluding high income) 6929102.534 2005
4E East Asia & Pacific (excluding high income) 6233173.533 2004
4E East Asia & Pacific (excluding high income) 5469902.125 2003
4E East Asia & Pacific (excluding high income) 4725754.582 2002
4E East Asia & Pacific (excluding high income) 4332445.942 2001
4E East Asia & Pacific (excluding high income) 4188676.507 2000
T4 East Asia & Pacific (IDA & IBRD countries) 7708019.332 2007
T4 East Asia & Pacific (IDA & IBRD countries) 7489924.507 2006
T4 East Asia & Pacific (IDA & IBRD countries) 6853645.002 2005
T4 East Asia & Pacific (IDA & IBRD countries) 6160948.702 2004
T4 East Asia & Pacific (IDA & IBRD countries) 5399298.134 2003
T4 East Asia & Pacific (IDA & IBRD countries) 4656704.965 2002
T4 East Asia & Pacific (IDA & IBRD countries) 4260413.212 2001
T4 East Asia & Pacific (IDA & IBRD countries) 4119206.817 2000
XC Euro area 2705219.240 2007
XC Euro area 2752534.541 2006
XC Euro area 2751595.789 2005
XC Euro area 2766494.810 2004
XC Euro area 2741848.903 2003
XC Euro area 2701643.915 2002
XC Euro area 2702479.991 2001
XC Euro area 2637185.389 2000
Z7 Europe & Central Asia 6985332.291 2007
Z7 Europe & Central Asia 7015318.803 2006
Z7 Europe & Central Asia 6879559.032 2005
Z7 Europe & Central Asia 6875921.212 2004
Z7 Europe & Central Asia 6832819.904 2003
Z7 Europe & Central Asia 6640019.149 2002
Z7 Europe & Central Asia 6652964.745 2001
Z7 Europe & Central Asia 6569031.596 2000
7E Europe & Central Asia (excluding high income) 2941111.747 2007
7E Europe & Central Asia (excluding high income) 2896398.725 2006
7E Europe & Central Asia (excluding high income) 2792648.497 2005
7E Europe & Central Asia (excluding high income) 2772988.495 2004
7E Europe & Central Asia (excluding high income) 2736197.872 2003
7E Europe & Central Asia (excluding high income) 2620098.254 2002
7E Europe & Central Asia (excluding high income) 2604309.368 2001
7E Europe & Central Asia (excluding high income) 2609943.155 2000
T7 Europe & Central Asia (IDA & IBRD countries) 3381468.964 2007
T7 Europe & Central Asia (IDA & IBRD countries) 3341352.768 2006
T7 Europe & Central Asia (IDA & IBRD countries) 3214135.479 2005
T7 Europe & Central Asia (IDA & IBRD countries) 3196694.082 2004
T7 Europe & Central Asia (IDA & IBRD countries) 3162684.108 2003
T7 Europe & Central Asia (IDA & IBRD countries) 3033937.682 2002
T7 Europe & Central Asia (IDA & IBRD countries) 3023070.523 2001
T7 Europe & Central Asia (IDA & IBRD countries) 3019489.343 2000
EU European Union 3475446.921 2007
EU European Union 3530492.258 2006
EU European Union 3497837.623 2005
EU European Union 3516330.304 2004
EU European Union 3507327.819 2003
EU European Union 3445058.492 2002
EU European Union 3451952.452 2001
EU European Union 3370336.033 2000
F1 Fragile and conflict affected situations 552632.508 2007
F1 Fragile and conflict affected situations 586257.294 2006
F1 Fragile and conflict affected situations 596101.985 2005
F1 Fragile and conflict affected situations 573599.300 2004
F1 Fragile and conflict affected situations 588448.749 2003
F1 Fragile and conflict affected situations 556393.569 2002
F1 Fragile and conflict affected situations 533947.919 2001
F1 Fragile and conflict affected situations 492324.166 2000
XE Heavily indebted poor countries (HIPC) 116881.958 2007
XE Heavily indebted poor countries (HIPC) 109720.307 2006
XE Heavily indebted poor countries (HIPC) 101183.531 2005
XE Heavily indebted poor countries (HIPC) 98649.634 2004
XE Heavily indebted poor countries (HIPC) 91352.304 2003
XE Heavily indebted poor countries (HIPC) 85928.811 2002
XE Heavily indebted poor countries (HIPC) 80343.970 2001
XE Heavily indebted poor countries (HIPC) 77509.379 2000
XD High income 13875575.807 2007
XD High income 13800439.207 2006
XD High income 13760173.545 2005
XD High income 13726735.810 2004
XD High income 13510226.570 2003
XD High income 13310449.059 2002
XD High income 13223938.705 2001
XD High income 13262712.366 2000
XF IBRD only 15419500.312 2007
XF IBRD only 15023119.614 2006
XF IBRD only 14075502.916 2005
XF IBRD only 13179372.201 2004
XF IBRD only 12204038.125 2003
XF IBRD only 11160923.825 2002
XF IBRD only 10726686.282 2001
XF IBRD only 10516805.477 2000
ZT IDA & IBRD total 16109569.753 2007
ZT IDA & IBRD total 15675953.611 2006
ZT IDA & IBRD total 14706390.230 2005
ZT IDA & IBRD total 13800606.979 2004
ZT IDA & IBRD total 12801637.592 2003
ZT IDA & IBRD total 11725274.143 2002
ZT IDA & IBRD total 11278829.534 2001
ZT IDA & IBRD total 11050716.594 2000
XH IDA blend 409732.245 2007
XH IDA blend 396743.731 2006
XH IDA blend 391041.546 2005
XH IDA blend 385959.084 2004
XH IDA blend 374811.404 2003
XH IDA blend 366542.319 2002
XH IDA blend 350382.070 2001
XH IDA blend 340876.689 2000
XI IDA only 276066.837 2007
XI IDA only 251222.886 2006
XI IDA only 235184.048 2005
XI IDA only 231207.792 2004
XI IDA only 219114.622 2003
XI IDA only 194102.445 2002
XI IDA only 198644.553 2001
XI IDA only 189812.677 2000
XG IDA total 687626.574 2007
XG IDA total 650094.046 2006
XG IDA total 628598.823 2005
XG IDA total 619529.708 2004
XG IDA total 596341.035 2003
XG IDA total 563455.213 2002
XG IDA total 551425.592 2001
XG IDA total 533098.835 2000
V3 Late-demographic dividend 10920929.642 2007
V3 Late-demographic dividend 10689357.022 2006
V3 Late-demographic dividend 9898776.613 2005
V3 Late-demographic dividend 9134528.562 2004
V3 Late-demographic dividend 8324075.874 2003
V3 Late-demographic dividend 7478529.180 2002
V3 Late-demographic dividend 7110925.021 2001
V3 Late-demographic dividend 6958306.898 2000
ZJ Latin America & Caribbean 1593209.140 2007
ZJ Latin America & Caribbean 1567338.855 2006
ZJ Latin America & Caribbean 1525959.796 2005
ZJ Latin America & Caribbean 1449822.774 2004
ZJ Latin America & Caribbean 1440414.044 2003
ZJ Latin America & Caribbean 1405994.766 2002
ZJ Latin America & Caribbean 1389105.202 2001
ZJ Latin America & Caribbean 1357473.558 2000
XJ Latin America & Caribbean (excluding high income) 1431736.146 2007
XJ Latin America & Caribbean (excluding high income) 1415337.322 2006
XJ Latin America & Caribbean (excluding high income) 1383617.772 2005
XJ Latin America & Caribbean (excluding high income) 1316618.015 2004
XJ Latin America & Caribbean (excluding high income) 1313743.087 2003
XJ Latin America & Caribbean (excluding high income) 1284157.731 2002
XJ Latin America & Caribbean (excluding high income) 1270197.462 2001
XJ Latin America & Caribbean (excluding high income) 1237073.451 2000
T2 Latin America & the Caribbean (IDA & IBRD countries) 1536883.704 2007
T2 Latin America & the Caribbean (IDA & IBRD countries) 1511086.359 2006
T2 Latin America & the Caribbean (IDA & IBRD countries) 1470822.699 2005
T2 Latin America & the Caribbean (IDA & IBRD countries) 1396870.310 2004
T2 Latin America & the Caribbean (IDA & IBRD countries) 1387200.431 2003
T2 Latin America & the Caribbean (IDA & IBRD countries) 1352910.314 2002
T2 Latin America & the Caribbean (IDA & IBRD countries) 1337061.540 2001
T2 Latin America & the Caribbean (IDA & IBRD countries) 1305257.649 2000
XL Least developed countries: UN classification 183973.865 2007
XL Least developed countries: UN classification 173509.872 2006
XL Least developed countries: UN classification 159659.810 2005
XL Least developed countries: UN classification 154129.481 2004
XL Least developed countries: UN classification 132944.182 2003
XL Least developed countries: UN classification 127704.727 2002
XL Least developed countries: UN classification 120565.420 2001
XL Least developed countries: UN classification 111279.094 2000
XO Low & middle income 15626291.388 2007
XO Low & middle income 15210105.359 2006
XO Low & middle income 14271909.444 2005
XO Low & middle income 13367216.613 2004
XO Low & middle income 12369974.084 2003
XO Low & middle income 11309493.439 2002
XO Low & middle income 10863207.885 2001
XO Low & middle income 10640754.412 2000
XM Low income 207668.273 2007
XM Low income 201797.578 2006
XM Low income 192972.622 2005
XM Low income 188872.213 2004
XM Low income 184934.460 2003
XM Low income 162348.171 2002
XM Low income 173828.557 2001
XM Low income 169921.065 2000
XN Lower middle income 2888209.874 2007
XN Lower middle income 2738801.626 2006
XN Lower middle income 2640041.982 2005
XN Lower middle income 2524293.127 2004
XN Lower middle income 2425049.439 2003
XN Lower middle income 2306498.996 2002
XN Lower middle income 2252498.643 2001
XN Lower middle income 2237030.155 2000
ZQ Middle East & North Africa 1928724.656 2007
ZQ Middle East & North Africa 1942464.905 2006
ZQ Middle East & North Africa 1834094.054 2005
ZQ Middle East & North Africa 1748161.576 2004
ZQ Middle East & North Africa 1616164.244 2003
ZQ Middle East & North Africa 1516011.140 2002
ZQ Middle East & North Africa 1497085.753 2001
ZQ Middle East & North Africa 1473950.650 2000
XQ Middle East & North Africa (excluding high income) 1130037.388 2007
XQ Middle East & North Africa (excluding high income) 1124610.228 2006
XQ Middle East & North Africa (excluding high income) 1088453.608 2005
XQ Middle East & North Africa (excluding high income) 1025139.186 2004
XQ Middle East & North Africa (excluding high income) 966001.477 2003
XQ Middle East & North Africa (excluding high income) 902342.357 2002
XQ Middle East & North Africa (excluding high income) 898961.383 2001
XQ Middle East & North Africa (excluding high income) 873277.715 2000
T3 Middle East & North Africa (IDA & IBRD countries) 1127712.510 2007
T3 Middle East & North Africa (IDA & IBRD countries) 1122344.022 2006
T3 Middle East & North Africa (IDA & IBRD countries) 1085710.692 2005
T3 Middle East & North Africa (IDA & IBRD countries) 1022942.653 2004
T3 Middle East & North Africa (IDA & IBRD countries) 964721.694 2003
T3 Middle East & North Africa (IDA & IBRD countries) 901187.252 2002
T3 Middle East & North Africa (IDA & IBRD countries) 897611.927 2001
T3 Middle East & North Africa (IDA & IBRD countries) 871616.564 2000
XP Middle income 15416150.705 2007
XP Middle income 15005890.983 2006
XP Middle income 14076763.903 2005
XP Middle income 13176520.890 2004
XP Middle income 12183616.422 2003
XP Middle income 11145668.856 2002
XP Middle income 10688426.498 2001
XP Middle income 10469890.979 2000
XU North America 6361606.942 2007
XU North America 6269931.942 2006
XU North America 6351735.378 2005
XU North America 6310015.919 2004
XU North America 6229363.921 2003
XU North America 6161201.725 2002
XU North America 6124249.366 2001
XU North America 6228582.850 2000
XY Not classified NA 2007
XY Not classified NA 2006
XY Not classified NA 2005
XY Not classified NA 2004
XY Not classified NA 2003
XY Not classified NA 2002
XY Not classified NA 2001
XY Not classified NA 2000
OE OECD members 13376456.931 2007
OE OECD members 13279765.475 2006
OE OECD members 13272160.117 2005
OE OECD members 13236868.909 2004
OE OECD members 13094200.607 2003
OE OECD members 12892508.273 2002
OE OECD members 12827254.008 2001
OE OECD members 12879277.737 2000
S4 Other small states 162198.729 2007
S4 Other small states 148805.666 2006
S4 Other small states 136444.824 2005
S4 Other small states 124964.308 2004
S4 Other small states 122123.190 2003
S4 Other small states 115501.399 2002
S4 Other small states 113083.562 2001
S4 Other small states 105560.152 2000
S2 Pacific island small states 2346.880 2007
S2 Pacific island small states 2310.210 2006
S2 Pacific island small states 2178.198 2005
S2 Pacific island small states 2434.888 2004
S2 Pacific island small states 2148.862 2003
S2 Pacific island small states 1976.513 2002
S2 Pacific island small states 2141.528 2001
S2 Pacific island small states 1877.504 2000
V4 Post-demographic dividend 12560523.762 2007
V4 Post-demographic dividend 12504018.959 2006
V4 Post-demographic dividend 12563127.332 2005
V4 Post-demographic dividend 12569936.951 2004
V4 Post-demographic dividend 12444950.923 2003
V4 Post-demographic dividend 12270178.036 2002
V4 Post-demographic dividend 12210578.285 2001
V4 Post-demographic dividend 12260090.119 2000
V1 Pre-demographic dividend 274307.801 2007
V1 Pre-demographic dividend 304832.675 2006
V1 Pre-demographic dividend 320085.825 2005
V1 Pre-demographic dividend 309602.535 2004
V1 Pre-demographic dividend 271176.188 2003
V1 Pre-demographic dividend 261833.355 2002
V1 Pre-demographic dividend 246143.203 2001
V1 Pre-demographic dividend 219227.215 2000
S1 Small states 228484.751 2007
S1 Small states 213653.388 2006
S1 Small states 195592.051 2005
S1 Small states 180025.387 2004
S1 Small states 175298.064 2003
S1 Small states 164495.945 2002
S1 Small states 161112.727 2001
S1 Small states 150277.486 2000
8S South Asia 1629457.119 2007
8S South Asia 1510701.324 2006
8S South Asia 1416210.068 2005
8S South Asia 1340464.516 2004
8S South Asia 1269654.746 2003
8S South Asia 1217722.692 2002
8S South Asia 1197433.181 2001
8S South Asia 1180858.341 2000
T5 South Asia (IDA & IBRD) 1629457.119 2007
T5 South Asia (IDA & IBRD) 1510701.324 2006
T5 South Asia (IDA & IBRD) 1416210.068 2005
T5 South Asia (IDA & IBRD) 1340464.516 2004
T5 South Asia (IDA & IBRD) 1269654.746 2003
T5 South Asia (IDA & IBRD) 1217722.692 2002
T5 South Asia (IDA & IBRD) 1197433.181 2001
T5 South Asia (IDA & IBRD) 1180858.341 2000
ZG Sub-Saharan Africa 724727.764 2007
ZG Sub-Saharan Africa 699333.858 2006
ZG Sub-Saharan Africa 666453.953 2005
ZG Sub-Saharan Africa 687638.371 2004
ZG Sub-Saharan Africa 626728.541 2003
ZG Sub-Saharan Africa 573623.106 2002
ZG Sub-Saharan Africa 576070.310 2001
ZG Sub-Saharan Africa 568106.716 2000
ZF Sub-Saharan Africa (excluding high income) 720423.189 2007
ZF Sub-Saharan Africa (excluding high income) 694993.570 2006
ZF Sub-Saharan Africa (excluding high income) 662491.939 2005
ZF Sub-Saharan Africa (excluding high income) 683837.565 2004
ZF Sub-Saharan Africa (excluding high income) 623140.455 2003
ZF Sub-Saharan Africa (excluding high income) 570218.855 2002
ZF Sub-Saharan Africa (excluding high income) 572592.237 2001
ZF Sub-Saharan Africa (excluding high income) 564864.861 2000
T6 Sub-Saharan Africa (IDA & IBRD countries) 724727.764 2007
T6 Sub-Saharan Africa (IDA & IBRD countries) 699333.858 2006
T6 Sub-Saharan Africa (IDA & IBRD countries) 666453.953 2005
T6 Sub-Saharan Africa (IDA & IBRD countries) 687638.371 2004
T6 Sub-Saharan Africa (IDA & IBRD countries) 626728.541 2003
T6 Sub-Saharan Africa (IDA & IBRD countries) 573623.106 2002
T6 Sub-Saharan Africa (IDA & IBRD countries) 576070.310 2001
T6 Sub-Saharan Africa (IDA & IBRD countries) 568106.716 2000
XT Upper middle income 12527912.269 2007
XT Upper middle income 12267101.983 2006
XT Upper middle income 11436339.592 2005
XT Upper middle income 10651564.747 2004
XT Upper middle income 9757431.042 2003
XT Upper middle income 8837624.633 2002
XT Upper middle income 8434215.393 2001
XT Upper middle income 8231009.725 2000
1W World 31033.821 2007
1W World 30513.107 2006
1W World 29508.349 2005
1W World 28356.911 2004
1W World 27113.798 2003
1W World 25694.669 2002
1W World 25085.947 2001
1W World 24935.600 2000
AF Afghanistan 2273.540 2007
AF Afghanistan 1650.150 2006
AF Afghanistan 1327.454 2005
AF Afghanistan 916.750 2004
AF Afghanistan 1213.777 2003
AF Afghanistan 1070.764 2002
AF Afghanistan 817.741 2001
AF Afghanistan 773.737 2000
AL Albania 3927.357 2007
AL Albania 3898.021 2006
AL Albania 4253.720 2005
AL Albania 4165.712 2004
AL Albania 4294.057 2003
AL Albania 3751.341 2002
AL Albania 3223.293 2001
AL Albania 3021.608 2000
DZ Algeria 109404.945 2007
DZ Algeria 101069.854 2006
DZ Algeria 107278.085 2005
DZ Algeria 88510.379 2004
DZ Algeria 91575.991 2003
DZ Algeria 89907.506 2002
DZ Algeria 84219.989 2001
DZ Algeria 87861.320 2000
AS American Samoa NA 2007
AS American Samoa NA 2006
AS American Samoa NA 2005
AS American Samoa NA 2004
AS American Samoa NA 2003
AS American Samoa NA 2002
AS American Samoa NA 2001
AS American Samoa NA 2000
AD Andorra 539.049 2007
AD Andorra 546.383 2006
AD Andorra 575.719 2005
AD Andorra 561.051 2004
AD Andorra 535.382 2003
AD Andorra 531.715 2002
AD Andorra 524.381 2001
AD Andorra 524.381 2000
AO Angola 25151.953 2007
AO Angola 22266.024 2006
AO Angola 19156.408 2005
AO Angola 18793.375 2004
AO Angola 9064.824 2003
AO Angola 12665.818 2002
AO Angola 9732.218 2001
AO Angola 9541.534 2000
AG Antigua and Barbuda 469.376 2007
AG Antigua and Barbuda 443.707 2006
AG Antigua and Barbuda 429.039 2005
AG Antigua and Barbuda 421.705 2004
AG Antigua and Barbuda 403.370 2003
AG Antigua and Barbuda 370.367 2002
AG Antigua and Barbuda 348.365 2001
AG Antigua and Barbuda 344.698 2000
AR Argentina 175176.257 2007
AR Argentina 175436.614 2006
AR Argentina 162110.736 2005
AR Argentina 157589.325 2004
AR Argentina 135062.944 2003
AR Argentina 124714.670 2002
AR Argentina 133720.822 2001
AR Argentina 142136.587 2000
AM Armenia 5056.793 2007
AM Armenia 4378.398 2006
AM Armenia 4349.062 2005
AM Armenia 3644.998 2004
AM Armenia 3428.645 2003
AM Armenia 3043.610 2002
AM Armenia 3542.322 2001
AM Armenia 3465.315 2000
AW Aruba 2823.590 2007
AW Aruba 2717.247 2006
AW Aruba 2720.914 2005
AW Aruba 2618.238 2004
AW Aruba 2563.233 2003
AW Aruba 2438.555 2002
AW Aruba 2409.219 2001
AW Aruba 2379.883 2000
AU Australia 372090.490 2007
AU Australia 365346.877 2006
AU Australia 350172.831 2005
AU Australia 342699.485 2004
AU Australia 336271.234 2003
AU Australia 341353.696 2002
AU Australia 324844.862 2001
AU Australia 329443.280 2000
AT Austria 69419.977 2007
AT Austria 71818.195 2006
AT Austria 73816.710 2005
AT Austria 72140.891 2004
AT Austria 71854.865 2003
AT Austria 67010.758 2002
AT Austria 65877.655 2001
AT Austria 62265.660 2000
AZ Azerbaijan 30509.440 2007
AZ Azerbaijan 39167.227 2006
AZ Azerbaijan 34337.788 2005
AZ Azerbaijan 32089.917 2004
AZ Azerbaijan 30615.783 2003
AZ Azerbaijan 29614.692 2002
AZ Azerbaijan 28771.282 2001
AZ Azerbaijan 29508.349 2000
BS The Bahamas 1796.830 2007
BS The Bahamas 1778.495 2006
BS The Bahamas 1829.833 2005
BS The Bahamas 1972.846 2004
BS The Bahamas 1965.512 2003
BS The Bahamas 1928.842 2002
BS The Bahamas 1870.170 2001
BS The Bahamas 1950.844 2000
BH Bahrain 26846.107 2007
BH Bahrain 19493.772 2006
BH Bahrain 19878.807 2005
BH Bahrain 17953.632 2004
BH Bahrain 16802.194 2003
BH Bahrain 15889.111 2002
BH Bahrain 14099.615 2001
BH Bahrain 18819.044 2000
BD Bangladesh 44539.382 2007
BD Bangladesh 43567.627 2006
BD Bangladesh 39500.924 2005
BD Bangladesh 37682.092 2004
BD Bangladesh 35144.528 2003
BD Bangladesh 33615.389 2002
BD Bangladesh 32621.632 2001
BD Bangladesh 27627.178 2000
BB Barbados 1360.457 2007
BB Barbados 1360.457 2006
BB Barbados 1334.788 2005
BB Barbados 1279.783 2004
BB Barbados 1254.114 2003
BB Barbados 1202.776 2002
BB Barbados 1188.108 2001
BB Barbados 1151.438 2000
BY Belarus 60523.835 2007
BY Belarus 62071.309 2006
BY Belarus 59167.045 2005
BY Belarus 58158.620 2004
BY Belarus 53530.866 2003
BY Belarus 52405.097 2002
BY Belarus 52760.796 2001
BY Belarus 53787.556 2000
BE Belgium 103658.756 2007
BE Belgium 107204.745 2006
BE Belgium 108543.200 2005
BE Belgium 111102.766 2004
BE Belgium 112914.264 2003
BE Belgium 107311.088 2002
BE Belgium 114527.744 2001
BE Belgium 115118.131 2000
BZ Belize 476.710 2007
BZ Belize 443.707 2006
BZ Belize 421.705 2005
BZ Belize 392.369 2004
BZ Belize 432.706 2003
BZ Belize 432.706 2002
BZ Belize 447.374 2001
BZ Belize 396.036 2000
BJ Benin 4495.742 2007
BJ Benin 3872.352 2006
BJ Benin 2394.551 2005
BJ Benin 2508.228 2004
BJ Benin 2354.214 2003
BJ Benin 2079.189 2002
BJ Benin 1815.165 2001
BJ Benin 1598.812 2000
BM Bermuda 729.733 2007
BM Bermuda 652.726 2006
BM Bermuda 583.053 2005
BM Bermuda 583.053 2004
BM Bermuda 561.051 2003
BM Bermuda 557.384 2002
BM Bermuda 528.048 2001
BM Bermuda 517.047 2000
BT Bhutan 392.369 2007
BT Bhutan 392.369 2006
BT Bhutan 396.036 2005
BT Bhutan 308.028 2004
BT Bhutan 377.701 2003
BT Bhutan 418.038 2002
BT Bhutan 385.035 2001
BT Bhutan 396.036 2000
BO Bolivia 12332.121 2007
BO Bolivia 15056.702 2006
BO Bolivia 12185.441 2005
BO Bolivia 11114.677 2004
BO Bolivia 11092.675 2003
BO Bolivia 10395.945 2002
BO Bolivia 8621.117 2001
BO Bolivia 11067.006 2000
BA Bosnia and Herzegovina 17652.938 2007
BA Bosnia and Herzegovina 17564.930 2006
BA Bosnia and Herzegovina 16204.473 2005
BA Bosnia and Herzegovina 15610.419 2004
BA Bosnia and Herzegovina 14488.317 2003
BA Bosnia and Herzegovina 14301.300 2002
BA Bosnia and Herzegovina 13362.548 2001
BA Bosnia and Herzegovina 13787.920 2000
BW Botswana 4231.718 2007
BW Botswana 4136.376 2006
BW Botswana 4096.039 2005
BW Botswana 3898.021 2004
BW Botswana 3828.348 2003
BW Botswana 3978.695 2002
BW Botswana 3850.350 2001
BW Botswana 3780.677 2000
BR Brazil 363212.683 2007
BR Brazil 347668.270 2006
BR Brazil 347308.904 2005
BR Brazil 337826.042 2004
BR Brazil 321621.569 2003
BR Brazil 332266.870 2002
BR Brazil 337433.673 2001
BR Brazil 327983.814 2000
VG British Virgin Islands 187.017 2007
VG British Virgin Islands 183.350 2006
VG British Virgin Islands 179.683 2005
VG British Virgin Islands 161.348 2004
VG British Virgin Islands 146.680 2003
VG British Virgin Islands 135.679 2002
VG British Virgin Islands 128.345 2001
VG British Virgin Islands 124.678 2000
BN Brunei Darussalam 8415.765 2007
BN Brunei Darussalam 4862.442 2006
BN Brunei Darussalam 5005.455 2005
BN Brunei Darussalam 4998.121 2004
BN Brunei Darussalam 4591.084 2003
BN Brunei Darussalam 4378.398 2002
BN Brunei Darussalam 4506.743 2001
BN Brunei Darussalam 4712.095 2000
BG Bulgaria 52254.750 2007
BG Bulgaria 48991.120 2006
BG Bulgaria 47916.689 2005
BG Bulgaria 46801.921 2004
BG Bulgaria 47307.967 2003
BG Bulgaria 44634.724 2002
BG Bulgaria 46453.556 2001
BG Bulgaria 43530.957 2000
BF Burkina Faso 1595.145 2007
BF Burkina Faso 1360.457 2006
BF Burkina Faso 1125.769 2005
BF Burkina Faso 1103.767 2004
BF Burkina Faso 1078.098 2003
BF Burkina Faso 1004.758 2002
BF Burkina Faso 997.424 2001
BF Burkina Faso 1041.428 2000
BI Burundi 187.017 2007
BI Burundi 187.017 2006
BI Burundi 154.014 2005
BI Burundi 198.018 2004
BI Burundi 161.348 2003
BI Burundi 212.686 2002
BI Burundi 205.352 2001
BI Burundi 271.358 2000
CV Cabo Verde 506.046 2007
CV Cabo Verde 473.043 2006
CV Cabo Verde 440.040 2005
CV Cabo Verde 330.030 2004
CV Cabo Verde 308.028 2003
CV Cabo Verde 275.025 2002
CV Cabo Verde 234.688 2001
CV Cabo Verde 216.353 2000
KH Cambodia 3465.315 2007
KH Cambodia 2999.606 2006
KH Cambodia 2775.919 2005
KH Cambodia 2445.889 2004
KH Cambodia 2379.883 2003
KH Cambodia 2207.534 2002
KH Cambodia 2251.538 2001
KH Cambodia 1976.513 2000
CM Cameroon 5834.197 2007
CM Cameroon 3861.351 2006
CM Cameroon 3696.336 2005
CM Cameroon 3956.693 2004
CM Cameroon 3795.345 2003
CM Cameroon 3417.644 2002
CM Cameroon 3421.311 2001
CM Cameroon 3432.312 2000
CA Canada 571846.648 2007
CA Canada 571993.328 2006
CA Canada 561425.034 2005
CA Canada 553357.634 2004
CA Canada 553100.944 2003
CA Canada 519335.208 2002
CA Canada 527926.989 2001
CA Canada 534380.909 2000
KY Cayman Islands 572.052 2007
KY Cayman Islands 484.044 2006
KY Cayman Islands 473.043 2005
KY Cayman Islands 462.042 2004
KY Cayman Islands 484.044 2003
KY Cayman Islands 484.044 2002
KY Cayman Islands 465.709 2001
KY Cayman Islands 465.709 2000
CF Central African Republic 253.023 2007
CF Central African Republic 249.356 2006
CF Central African Republic 234.688 2005
CF Central African Republic 234.688 2004
CF Central African Republic 234.688 2003
CF Central African Republic 245.689 2002
CF Central African Republic 245.689 2001
CF Central African Republic 267.691 2000
TD Chad 854.411 2007
TD Chad 792.072 2006
TD Chad 766.403 2005
TD Chad 748.068 2004
TD Chad 744.401 2003
TD Chad 509.713 2002
TD Chad 502.379 2001
TD Chad 487.711 2000
JG Channel Islands NA 2007
JG Channel Islands NA 2006
JG Channel Islands NA 2005
JG Channel Islands NA 2004
JG Channel Islands NA 2003
JG Channel Islands NA 2002
JG Channel Islands NA 2001
JG Channel Islands NA 2000
CL Chile 71638.512 2007
CL Chile 64814.225 2006
CL Chile 61818.286 2005
CL Chile 59775.767 2004
CL Chile 55602.721 2003
CL Chile 55162.681 2002
CL Chile 53340.182 2001
CL Chile 58815.013 2000
CN China 6697654.489 2007
CN China 6529291.518 2006
CN China 5896957.705 2005
CN China 5233538.733 2004
CN China 4540417.061 2003
CN China 3850269.326 2002
CN China 3487566.356 2001
CN China 3405179.867 2000
CO Colombia 62430.675 2007
CO Colombia 62940.388 2006
CO Colombia 60945.540 2005
CO Colombia 55071.006 2004
CO Colombia 57421.553 2003
CO Colombia 55661.393 2002
CO Colombia 56273.782 2001
CO Colombia 57923.932 2000
KM Comoros 102.676 2007
KM Comoros 161.348 2006
KM Comoros 139.346 2005
KM Comoros 143.013 2004
KM Comoros 132.012 2003
KM Comoros 102.676 2002
KM Comoros 102.676 2001
KM Comoros 102.676 2000
CD Democratic Republic of the Congo 1756.493 2007
CD Democratic Republic of the Congo 1609.813 2006
CD Democratic Republic of the Congo 1499.803 2005
CD Democratic Republic of the Congo 1191.775 2004
CD Democratic Republic of the Congo 1070.764 2003
CD Democratic Republic of the Congo 876.413 2002
CD Democratic Republic of the Congo 788.405 2001
CD Democratic Republic of the Congo 909.416 2000
CG Republic of the Congo 1213.777 2007
CG Republic of the Congo 1118.435 2006
CG Republic of the Congo 982.756 2005
CG Republic of the Congo 949.753 2004
CG Republic of the Congo 916.750 2003
CG Republic of the Congo 575.719 2002
CG Republic of the Congo 766.403 2001
CG Republic of the Congo 1048.762 2000
CR Costa Rica 8122.405 2007
CR Costa Rica 7099.312 2006
CR Costa Rica 6868.291 2005
CR Costa Rica 6930.630 2004
CR Costa Rica 6626.269 2003
CR Costa Rica 6325.575 2002
CR Costa Rica 5760.857 2001
CR Costa Rica 5474.831 2000
CI Cote d’Ivoire 6776.616 2007
CI Cote d’Ivoire 6996.636 2006
CI Cote d’Ivoire 7825.378 2005
CI Cote d’Ivoire 7664.030 2004
CI Cote d’Ivoire 5460.163 2003
CI Cote d’Ivoire 7286.329 2002
CI Cote d’Ivoire 7726.369 2001
CI Cote d’Ivoire 6791.284 2000
HR Croatia 23828.166 2007
HR Croatia 22607.055 2006
HR Croatia 22592.387 2005
HR Croatia 22376.034 2004
HR Croatia 22984.756 2003
HR Croatia 21473.952 2002
HR Croatia 20395.854 2001
HR Croatia 19339.758 2000
CU Cuba 25958.693 2007
CU Cuba 26505.076 2006
CU Cuba 26006.364 2005
CU Cuba 25005.273 2004
CU Cuba 25485.650 2003
CU Cuba 26090.705 2002
CU Cuba 25452.647 2001
CU Cuba 26083.371 2000
CW Curacao NA 2007
CW Curacao NA 2006
CW Curacao NA 2005
CW Curacao NA 2004
CW Curacao NA 2003
CW Curacao NA 2002
CW Curacao NA 2001
CW Curacao NA 2000
CY Cyprus 8195.745 2007
CY Cyprus 7788.708 2006
CY Cyprus 7502.682 2005
CY Cyprus 7334.000 2004
CY Cyprus 7748.371 2003
CY Cyprus 7022.305 2002
CY Cyprus 6882.959 2001
CY Cyprus 6978.301 2000
CZ Czechia 123288.207 2007
CZ Czechia 122092.765 2006
CZ Czechia 120094.250 2005
CZ Czechia 116757.280 2004
CZ Czechia 122037.760 2003
CZ Czechia 119694.547 2002
CZ Czechia 123684.243 2001
CZ Czechia 123801.587 2000
DK Denmark 50318.574 2007
DK Denmark 55019.668 2006
DK Denmark 47062.278 2005
DK Denmark 50600.933 2004
DK Denmark 55998.757 2003
DK Denmark 52049.398 2002
DK Denmark 52918.477 2001
DK Denmark 51330.666 2000
DJ Djibouti 462.042 2007
DJ Djibouti 410.704 2006
DJ Djibouti 414.371 2005
DJ Djibouti 407.037 2004
DJ Djibouti 421.705 2003
DJ Djibouti 399.703 2002
DJ Djibouti 366.700 2001
DJ Djibouti 366.700 2000
DM Dominica 183.350 2007
DM Dominica 143.013 2006
DM Dominica 143.013 2005
DM Dominica 143.013 2004
DM Dominica 117.344 2003
DM Dominica 102.676 2002
DM Dominica 110.010 2001
DM Dominica 102.676 2000
DO Dominican Republic 21173.258 2007
DO Dominican Republic 19783.465 2006
DO Dominican Republic 18639.361 2005
DO Dominican Republic 18309.331 2004
DO Dominican Republic 21514.289 2003
DO Dominican Republic 21330.939 2002
DO Dominican Republic 19816.468 2001
DO Dominican Republic 19790.799 2000
EC Ecuador 31924.902 2007
EC Ecuador 28859.290 2006
EC Ecuador 30263.751 2005
EC Ecuador 29046.307 2004
EC Ecuador 26967.118 2003
EC Ecuador 24950.268 2002
EC Ecuador 23116.768 2001
EC Ecuador 20718.550 2000
EG Egypt 189092.522 2007
EG Egypt 178586.567 2006
EG Egypt 167207.866 2005
EG Egypt 150911.718 2004
EG Egypt 147963.450 2003
EG Egypt 127193.562 2002
EG Egypt 125451.737 2001
EG Egypt 141326.180 2000
SV El Salvador 6978.301 2007
SV El Salvador 6842.622 2006
SV El Salvador 6402.582 2005
SV El Salvador 6365.912 2004
SV El Salvador 6552.929 2003
SV El Salvador 6182.562 2002
SV El Salvador 5951.541 2001
SV El Salvador 5753.523 2000
GQ Equatorial Guinea 7865.715 2007
GQ Equatorial Guinea 8181.077 2006
GQ Equatorial Guinea 7532.018 2005
GQ Equatorial Guinea 7058.975 2004
GQ Equatorial Guinea 7693.366 2003
GQ Equatorial Guinea 6354.911 2002
GQ Equatorial Guinea 4334.394 2001
GQ Equatorial Guinea 458.375 2000
ER Eritrea 564.718 2007
ER Eritrea 550.050 2006
ER Eritrea 766.403 2005
ER Eritrea 770.070 2004
ER Eritrea 715.065 2003
ER Eritrea 605.055 2002
ER Eritrea 630.724 2001
ER Eritrea 608.722 2000
EE Estonia 18357.002 2007
EE Estonia 16175.137 2006
EE Estonia 16754.523 2005
EE Estonia 17282.571 2004
EE Estonia 17124.890 2003
EE Estonia 14888.020 2002
EE Estonia 15570.082 2001
EE Estonia 14858.684 2000
SZ Eswatini 1078.098 2007
SZ Eswatini 1030.427 2006
SZ Eswatini 1030.427 2005
SZ Eswatini 1041.428 2004
SZ Eswatini 1048.762 2003
SZ Eswatini 1133.103 2002
SZ Eswatini 1147.771 2001
SZ Eswatini 1191.775 2000
ET Ethiopia 6024.881 2007
ET Ethiopia 5504.167 2006
ET Ethiopia 5119.132 2005
ET Ethiopia 5295.148 2004
ET Ethiopia 4987.120 2003
ET Ethiopia 4521.411 2002
ET Ethiopia 4352.729 2001
ET Ethiopia 3549.656 2000
FO Faroe Islands 689.396 2007
FO Faroe Islands 678.395 2006
FO Faroe Islands 722.399 2005
FO Faroe Islands 748.068 2004
FO Faroe Islands 733.400 2003
FO Faroe Islands 726.066 2002
FO Faroe Islands 762.736 2001
FO Faroe Islands 689.396 2000
FJ Fiji 1158.772 2007
FJ Fiji 1217.444 2006
FJ Fiji 1096.433 2005
FJ Fiji 1353.123 2004
FJ Fiji 1048.762 2003
FJ Fiji 891.081 2002
FJ Fiji 1056.096 2001
FJ Fiji 843.410 2000
FI Finland 63739.794 2007
FI Finland 65774.979 2006
FI Finland 54777.646 2005
FI Finland 67186.774 2004
FI Finland 68671.909 2003
FI Finland 61348.910 2002
FI Finland 56552.474 2001
FI Finland 52196.078 2000
FR France 369142.222 2007
FR France 375764.824 2006
FR France 385368.697 2005
FR France 383758.884 2004
FR France 380689.605 2003
FR France 375075.428 2002
FR France 377535.985 2001
FR France 362226.260 2000
PF French Polynesia 766.403 2007
PF French Polynesia 781.071 2006
PF French Polynesia 781.071 2005
PF French Polynesia 726.066 2004
PF French Polynesia 737.067 2003
PF French Polynesia 682.062 2002
PF French Polynesia 678.395 2001
PF French Polynesia 568.385 2000
GA Gabon 4118.041 2007
GA Gabon 4173.046 2006
GA Gabon 4888.111 2005
GA Gabon 4686.426 2004
GA Gabon 4642.422 2003
GA Gabon 4572.749 2002
GA Gabon 4800.103 2001
GA Gabon 4693.760 2000
GM Gambia, The 352.032 2007
GM Gambia, The 352.032 2006
GM Gambia, The 326.363 2005
GM Gambia, The 322.696 2004
GM Gambia, The 300.694 2003
GM Gambia, The 300.694 2002
GM Gambia, The 300.694 2001
GM Gambia, The 275.025 2000
GE Georgia 6420.917 2007
GE Georgia 6149.559 2006
GE Georgia 5067.794 2005
GE Georgia 4323.393 2004
GE Georgia 3773.343 2003
GE Georgia 3388.308 2002
GE Georgia 3769.676 2001
GE Georgia 4536.079 2000
DE Germany 781247.016 2007
DE Germany 816721.574 2006
DE Germany 797759.517 2005
DE Germany 815969.839 2004
DE Germany 823003.145 2003
DE Germany 829724.756 2002
DE Germany 853662.932 2001
DE Germany 829977.779 2000
GH Ghana 9827.560 2007
GH Ghana 9358.184 2006
GH Ghana 6992.969 2005
GH Ghana 7348.668 2004
GH Ghana 7631.027 2003
GH Ghana 7422.008 2002
GH Ghana 6919.629 2001
GH Ghana 6288.905 2000
GI Gibraltar 414.371 2007
GI Gibraltar 418.038 2006
GI Gibraltar 399.703 2005
GI Gibraltar 385.035 2004
GI Gibraltar 355.699 2003
GI Gibraltar 348.365 2002
GI Gibraltar 344.698 2001
GI Gibraltar 333.697 2000
GR Greece 98246.264 2007
GR Greece 97285.510 2006
GR Greece 98675.303 2005
GR Greece 97149.831 2004
GR Greece 95738.036 2003
GR Greece 93669.848 2002
GR Greece 93805.527 2001
GR Greece 91616.328 2000
GL Greenland 638.058 2007
GL Greenland 627.057 2006
GL Greenland 608.722 2005
GL Greenland 583.053 2004
GL Greenland 429.039 2003
GL Greenland 377.701 2002
GL Greenland 407.037 2001
GL Greenland 454.708 2000
GD Grenada 238.355 2007
GD Grenada 231.021 2006
GD Grenada 216.353 2005
GD Grenada 205.352 2004
GD Grenada 216.353 2003
GD Grenada 205.352 2002
GD Grenada 194.351 2001
GD Grenada 190.684 2000
GU Guam NA 2007
GU Guam NA 2006
GU Guam NA 2005
GU Guam NA 2004
GU Guam NA 2003
GU Guam NA 2002
GU Guam NA 2001
GU Guam NA 2000
GT Guatemala 12398.127 2007
GT Guatemala 12405.461 2006
GT Guatemala 12328.454 2005
GT Guatemala 11375.034 2004
GT Guatemala 10619.632 2003
GT Guatemala 10887.323 2002
GT Guatemala 10392.278 2001
GT Guatemala 9915.568 2000
GN Guinea 1969.179 2007
GN Guinea 1892.172 2006
GN Guinea 1826.166 2005
GN Guinea 1943.510 2004
GN Guinea 1881.171 2003
GN Guinea 1804.164 2002
GN Guinea 1719.823 2001
GN Guinea 1642.816 2000
GW Guinea-Bissau 231.021 2007
GW Guinea-Bissau 216.353 2006
GW Guinea-Bissau 212.686 2005
GW Guinea-Bissau 201.685 2004
GW Guinea-Bissau 194.351 2003
GW Guinea-Bissau 154.014 2002
GW Guinea-Bissau 150.347 2001
GW Guinea-Bissau 146.680 2000
GY Guyana 1562.142 2007
GY Guyana 1290.784 2006
GY Guyana 1437.464 2005
GY Guyana 1628.148 2004
GY Guyana 1565.809 2003
GY Guyana 1580.477 2002
GY Guyana 1595.145 2001
GY Guyana 1609.813 2000
HT Haiti 2390.884 2007
HT Haiti 2112.192 2006
HT Haiti 2075.522 2005
HT Haiti 1987.514 2004
HT Haiti 1734.491 2003
HT Haiti 1826.166 2002
HT Haiti 1569.476 2001
HT Haiti 1342.122 2000
HN Honduras 8778.798 2007
HN Honduras 7620.026 2006
HN Honduras 7554.020 2005
HN Honduras 7367.003 2004
HN Honduras 6769.282 2003
HN Honduras 6090.887 2002
HN Honduras 5713.186 2001
HN Honduras 5031.124 2000
HK Hong Kong SAR, China 43721.641 2007
HK Hong Kong SAR, China 42056.823 2006
HK Hong Kong SAR, China 43871.988 2005
HK Hong Kong SAR, China 41708.458 2004
HK Hong Kong SAR, China 43358.608 2003
HK Hong Kong SAR, China 39636.603 2002
HK Hong Kong SAR, China 37957.117 2001
HK Hong Kong SAR, China 40439.676 2000
HU Hungary 55980.422 2007
HU Hungary 57384.883 2006
HU Hungary 58019.274 2005
HU Hungary 57458.223 2004
HU Hungary 59053.368 2003
HU Hungary 56064.763 2002
HU Hungary 56977.846 2001
HU Hungary 55826.408 2000
IS Iceland 2310.210 2007
IS Iceland 2299.209 2006
IS Iceland 2229.536 2005
IS Iceland 2244.204 2004
IS Iceland 2167.197 2003
IS Iceland 2170.864 2002
IS Iceland 2101.191 2001
IS Iceland 2163.530 2000
IN India 1407607.286 2007
IN India 1303717.509 2006
IN India 1222563.132 2005
IN India 1154320.262 2004
IN India 1099597.621 2003
IN India 1054258.833 2002
IN India 1041152.975 2001
IN India 1031853.463 2000
ID Indonesia 375544.804 2007
ID Indonesia 345119.705 2006
ID Indonesia 341991.754 2005
ID Indonesia 337635.358 2004
ID Indonesia 316792.130 2003
ID Indonesia 306737.216 2002
ID Indonesia 294907.474 2001
ID Indonesia 263418.945 2000
IR Iran 519324.207 2007
IR Iran 509338.966 2006
IR Iran 468807.615 2005
IR Iran 447036.636 2004
IR Iran 418437.703 2003
IR Iran 401760.187 2002
IR Iran 398437.885 2001
IR Iran 372237.170 2000
IQ Iraq 62155.650 2007
IQ Iraq 98770.645 2006
IQ Iraq 113522.986 2005
IQ Iraq 114084.037 2004
IQ Iraq 91117.616 2003
IQ Iraq 87259.932 2002
IQ Iraq 85342.091 2001
IQ Iraq 72445.252 2000
IE Ireland 44469.709 2007
IE Ireland 43145.922 2006
IE Ireland 43464.951 2005
IE Ireland 43761.978 2004
IE Ireland 42687.547 2003
IE Ireland 43413.613 2002
IE Ireland 44029.669 2001
IE Ireland 41228.081 2000
IM Isle of Man NA 2007
IM Isle of Man NA 2006
IM Isle of Man NA 2005
IM Isle of Man NA 2004
IM Isle of Man NA 2003
IM Isle of Man NA 2002
IM Isle of Man NA 2001
IM Isle of Man NA 2000
IL Israel 63072.400 2007
IL Israel 62471.012 2006
IL Israel 56952.177 2005
IL Israel 59020.365 2004
IL Israel 62889.050 2003
IL Israel 59812.437 2002
IL Israel 63596.781 2001
IL Israel 60259.811 2000
IT Italy 462676.391 2007
IT Italy 469346.664 2006
IT Italy 473384.031 2005
IT Italy 473970.751 2004
IT Italy 468349.240 2003
IT Italy 452610.476 2002
IT Italy 450347.937 2001
IT Italy 450564.290 2000
JM Jamaica 9651.544 2007
JM Jamaica 11496.045 2006
JM Jamaica 10498.621 2005
JM Jamaica 10670.970 2004
JM Jamaica 10667.303 2003
JM Jamaica 10241.931 2002
JM Jamaica 10615.965 2001
JM Jamaica 10307.937 2000
JP Japan 1251554.434 2007
JP Japan 1234755.907 2006
JP Japan 1240945.803 2005
JP Japan 1262394.086 2004
JP Japan 1240953.137 2003
JP Japan 1218980.473 2002
JP Japan 1201331.202 2001
JP Japan 1219281.167 2000
JO Jordan 22035.003 2007
JO Jordan 21121.920 2006
JO Jordan 21059.581 2005
JO Jordan 19240.749 2004
JO Jordan 17469.588 2003
JO Jordan 16886.535 2002
JO Jordan 16002.788 2001
JO Jordan 15507.743 2000
KZ Kazakhstan 222348.545 2007
KZ Kazakhstan 192631.177 2006
KZ Kazakhstan 177328.786 2005
KZ Kazakhstan 173053.064 2004
KZ Kazakhstan 142209.927 2003
KZ Kazakhstan 133735.490 2002
KZ Kazakhstan 131850.652 2001
KZ Kazakhstan 118099.402 2000
KE Kenya 9831.227 2007
KE Kenya 9574.537 2006
KE Kenya 8562.445 2005
KE Kenya 7623.693 2004
KE Kenya 6754.614 2003
KE Kenya 7968.391 2002
KE Kenya 9369.185 2001
KE Kenya 10417.947 2000
KI Kiribati 58.672 2007
KI Kiribati 66.006 2006
KI Kiribati 58.672 2005
KI Kiribati 47.671 2004
KI Kiribati 44.004 2003
KI Kiribati 40.337 2002
KI Kiribati 29.336 2001
KI Kiribati 33.003 2000
KP North Korea 64227.505 2007
KP North Korea 76900.657 2006
KP North Korea 75573.203 2005
KP North Korea 72357.244 2004
KP North Korea 70751.098 2003
KP North Korea 69225.626 2002
KP North Korea 72225.232 2001
KP North Korea 69661.999 2000
KR South Korea 495675.724 2007
KR South Korea 470655.783 2006
KR South Korea 462918.413 2005
KR South Korea 482276.506 2004
KR South Korea 466215.046 2003
KR South Korea 465631.993 2002
KR South Korea 450193.923 2001
KR South Korea 447561.017 2000
XK Kosovo NA 2007
XK Kosovo NA 2006
XK Kosovo NA 2005
XK Kosovo NA 2004
XK Kosovo NA 2003
XK Kosovo NA 2002
XK Kosovo NA 2001
XK Kosovo NA 2000
KW Kuwait 75235.839 2007
KW Kuwait 73769.039 2006
KW Kuwait 71546.837 2005
KW Kuwait 63534.442 2004
KW Kuwait 59922.447 2003
KW Kuwait 58228.293 2002
KW Kuwait 57641.573 2001
KW Kuwait 53560.202 2000
KG Kyrgyzstan 6629.936 2007
KG Kyrgyzstan 5507.834 2006
KG Kyrgyzstan 5592.175 2005
KG Kyrgyzstan 5874.534 2004
KG Kyrgyzstan 5438.161 2003
KG Kyrgyzstan 4957.784 2002
KG Kyrgyzstan 3894.354 2001
KG Kyrgyzstan 4635.088 2000
LA Lao PDR 1877.504 2007
LA Lao PDR 1796.830 2006
LA Lao PDR 1364.124 2005
LA Lao PDR 1305.452 2004
LA Lao PDR 1243.113 2003
LA Lao PDR 1188.108 2002
LA Lao PDR 1070.764 2001
LA Lao PDR 968.088 2000
LV Latvia 8316.756 2007
LV Latvia 8012.395 2006
LV Latvia 7506.349 2005
LV Latvia 7403.673 2004
LV Latvia 7370.670 2003
LV Latvia 6912.295 2002
LV Latvia 6985.635 2001
LV Latvia 6351.244 2000
LB Lebanon 13461.557 2007
LB Lebanon 14458.981 2006
LB Lebanon 16208.140 2005
LB Lebanon 16798.527 2004
LB Lebanon 18180.986 2003
LB Lebanon 16002.788 2002
LB Lebanon 16171.470 2001
LB Lebanon 15247.386 2000
LS Lesotho 2075.522 2007
LS Lesotho 2038.852 2006
LS Lesotho 2013.183 2005
LS Lesotho 1983.847 2004
LS Lesotho 1932.509 2003
LS Lesotho 1906.840 2002
LS Lesotho 1877.504 2001
LS Lesotho 1851.835 2000
LR Liberia 645.392 2007
LR Liberia 689.396 2006
LR Liberia 671.061 2005
LR Liberia 557.384 2004
LR Liberia 469.376 2003
LR Liberia 440.040 2002
LR Liberia 454.708 2001
LR Liberia 429.039 2000
LY Libya 49959.208 2007
LY Libya 53270.509 2006
LY Libya 52108.070 2005
LY Libya 50358.911 2004
LY Libya 49167.136 2003
LY Libya 47832.348 2002
LY Libya 48100.039 2001
LY Libya 47113.616 2000
LI Liechtenstein 69.673 2007
LI Liechtenstein NA 2006
LI Liechtenstein NA 2005
LI Liechtenstein NA 2004
LI Liechtenstein NA 2003
LI Liechtenstein NA 2002
LI Liechtenstein NA 2001
LI Liechtenstein NA 2000
LT Lithuania 15166.712 2007
LT Lithuania 14158.287 2006
LT Lithuania 13901.597 2005
LT Lithuania 13245.204 2004
LT Lithuania 12823.499 2003
LT Lithuania 13142.528 2002
LT Lithuania 12885.838 2001
LT Lithuania 12163.439 2000
LU Luxembourg 11019.335 2007
LU Luxembourg 11349.365 2006
LU Luxembourg 11547.383 2005
LU Luxembourg 11268.691 2004
LU Luxembourg 9904.567 2003
LU Luxembourg 9416.856 2002
LU Luxembourg 8800.800 2001
LU Luxembourg 8239.749 2000
MO Macao SAR, China 1364.124 2007
MO Macao SAR, China 1620.814 2006
MO Macao SAR, China 1829.833 2005
MO Macao SAR, China 1716.156 2004
MO Macao SAR, China 1532.806 2003
MO Macao SAR, China 1518.138 2002
MO Macao SAR, China 1686.820 2001
MO Macao SAR, China 1631.815 2000
MG Madagascar 1815.165 2007
MG Madagascar 1683.153 2006
MG Madagascar 1741.825 2005
MG Madagascar 1807.831 2004
MG Madagascar 1701.488 2003
MG Madagascar 1235.779 2002
MG Madagascar 1741.825 2001
MG Madagascar 1873.837 2000
MW Malawi 990.090 2007
MW Malawi 938.752 2006
MW Malawi 924.084 2005
MW Malawi 924.084 2004
MW Malawi 920.417 2003
MW Malawi 858.078 2002
MW Malawi 810.407 2001
MW Malawi 880.080 2000
MY Malaysia 184816.800 2007
MY Malaysia 180108.372 2006
MY Malaysia 183188.652 2005
MY Malaysia 171879.624 2004
MY Malaysia 158256.719 2003
MY Malaysia 136449.070 2002
MY Malaysia 135620.328 2001
MY Malaysia 125734.096 2000
MV Maldives 781.071 2007
MV Maldives 759.069 2006
MV Maldives 601.388 2005
MV Maldives 667.394 2004
MV Maldives 506.046 2003
MV Maldives 594.054 2002
MV Maldives 462.042 2001
MV Maldives 451.041 2000
ML Mali 1298.118 2007
ML Mali 1081.765 2006
ML Mali 916.750 2005
ML Mali 891.081 2004
ML Mali 858.078 2003
ML Mali 858.078 2002
ML Mali 839.743 2001
ML Mali 832.409 2000
MT Malta 2724.581 2007
MT Malta 2574.234 2006
MT Malta 2698.912 2005
MT Malta 2574.234 2004
MT Malta 2581.568 2003
MT Malta 2299.209 2002
MT Malta 2486.226 2001
MT Malta 2115.859 2000
MH Marshall Islands 124.678 2007
MH Marshall Islands 121.011 2006
MH Marshall Islands 113.677 2005
MH Marshall Islands 117.344 2004
MH Marshall Islands 106.343 2003
MH Marshall Islands 110.010 2002
MH Marshall Islands 102.676 2001
MH Marshall Islands 99.009 2000
MR Mauritania 1844.501 2007
MR Mauritania 1609.813 2006
MR Mauritania 1587.811 2005
MR Mauritania 1536.473 2004
MR Mauritania 1389.793 2003
MR Mauritania 1349.456 2002
MR Mauritania 1272.449 2001
MR Mauritania 1173.440 2000
MU Mauritius 3689.002 2007
MU Mauritius 3630.330 2006
MU Mauritius 3296.633 2005
MU Mauritius 3091.281 2004
MU Mauritius 3061.945 2003
MU Mauritius 2885.929 2002
MU Mauritius 2863.927 2001
MU Mauritius 2691.578 2000
MX Mexico 480520.013 2007
MX Mexico 479251.231 2006
MX Mexico 466361.726 2005
MX Mexico 441308.782 2004
MX Mexico 440208.682 2003
MX Mexico 414389.335 2002
MX Mexico 412977.540 2001
MX Mexico 398382.880 2000
FM Micronesia, Fed. Sts. 132.012 2007
FM Micronesia, Fed. Sts. 121.011 2006
FM Micronesia, Fed. Sts. 121.011 2005
FM Micronesia, Fed. Sts. 143.013 2004
FM Micronesia, Fed. Sts. 143.013 2003
FM Micronesia, Fed. Sts. 143.013 2002
FM Micronesia, Fed. Sts. 168.682 2001
FM Micronesia, Fed. Sts. 124.678 2000
MD Moldova 4679.092 2007
MD Moldova 4994.454 2006
MD Moldova 4895.445 2005
MD Moldova 4554.414 2004
MD Moldova 4290.390 2003
MD Moldova 3986.029 2002
MD Moldova 3714.671 2001
MD Moldova 3512.986 2000
MC Monaco NA 2007
MC Monaco NA 2006
MC Monaco NA 2005
MC Monaco NA 2004
MC Monaco NA 2003
MC Monaco NA 2002
MC Monaco NA 2001
MC Monaco NA 2000
MN Mongolia 12064.430 2007
MN Mongolia 9394.854 2006
MN Mongolia 8562.445 2005
MN Mongolia 8551.444 2004
MN Mongolia 8034.397 2003
MN Mongolia 8287.420 2002
MN Mongolia 7884.050 2001
MN Mongolia 7506.349 2000
ME Montenegro 2057.187 2007
ME Montenegro 2064.521 2006
ME Montenegro 2057.187 2005
ME Montenegro NA 2004
ME Montenegro NA 2003
ME Montenegro NA 2002
ME Montenegro NA 2001
ME Montenegro NA 2000
MA Morocco 50267.236 2007
MA Morocco 47425.311 2006
MA Morocco 45771.494 2005
MA Morocco 43310.937 2004
MA Morocco 37561.081 2003
MA Morocco 38254.144 2002
MA Morocco 37715.095 2001
MA Morocco 33905.082 2000
MZ Mozambique 2262.539 2007
MZ Mozambique 1980.180 2006
MZ Mozambique 1822.499 2005
MZ Mozambique 1921.508 2004
MZ Mozambique 1917.841 2003
MZ Mozambique 1587.811 2002
MZ Mozambique 1580.477 2001
MZ Mozambique 1349.456 2000
MM Myanmar 12874.837 2007
MM Myanmar 12852.835 2006
MM Myanmar 11595.054 2005
MM Myanmar 12434.797 2004
MM Myanmar 9845.895 2003
MM Myanmar 9207.837 2002
MM Myanmar 8723.793 2001
MM Myanmar 10087.917 2000
NA Namibia 2361.548 2007
NA Namibia 2332.212 2006
NA Namibia 2310.210 2005
NA Namibia 1961.845 2004
NA Namibia 1873.837 2003
NA Namibia 1760.160 2002
NA Namibia 2016.850 2001
NA Namibia 1642.816 2000
NR Nauru 44.004 2007
NR Nauru 44.004 2006
NR Nauru 62.339 2005
NR Nauru 66.006 2004
NR Nauru 66.006 2003
NR Nauru 77.007 2002
NR Nauru 80.674 2001
NR Nauru 84.341 2000
NP Nepal 2614.571 2007
NP Nepal 2563.233 2006
NP Nepal 3083.947 2005
NP Nepal 2669.576 2004
NP Nepal 2841.925 2003
NP Nepal 2625.572 2002
NP Nepal 3267.297 2001
NP Nepal 3069.279 2000
NL Netherlands 177427.795 2007
NL Netherlands 180211.048 2006
NL Netherlands 181927.204 2005
NL Netherlands 185275.175 2004
NL Netherlands 183067.641 2003
NL Netherlands 181817.194 2002
NL Netherlands 177420.461 2001
NL Netherlands 173837.802 2000
NC New Caledonia 2944.601 2007
NC New Caledonia 2720.914 2006
NC New Caledonia 2823.590 2005
NC New Caledonia 2530.230 2004
NC New Caledonia 2739.249 2003
NC New Caledonia 2405.552 2002
NC New Caledonia 1888.505 2001
NC New Caledonia 2233.203 2000
NZ New Zealand 33637.391 2007
NZ New Zealand 33446.707 2006
NZ New Zealand 34139.770 2005
NZ New Zealand 34554.141 2004
NZ New Zealand 34081.098 2003
NZ New Zealand 33201.018 2002
NZ New Zealand 34447.798 2001
NZ New Zealand 32980.998 2000
NI Nicaragua 4605.752 2007
NI Nicaragua 4470.073 2006
NI Nicaragua 4319.726 2005
NI Nicaragua 4426.069 2004
NI Nicaragua 4411.401 2003
NI Nicaragua 4037.367 2002
NI Nicaragua 3964.027 2001
NI Nicaragua 3762.342 2000
NE Niger 722.399 2007
NE Niger 693.063 2006
NE Niger 715.065 2005
NE Niger 814.074 2004
NE Niger 759.069 2003
NE Niger 700.397 2002
NE Niger 656.393 2001
NE Niger 696.730 2000
NG Nigeria 94868.957 2007
NG Nigeria 98238.930 2006
NG Nigeria 106119.313 2005
NG Nigeria 98997.999 2004
NG Nigeria 100318.119 2003
NG Nigeria 94586.598 2002
NG Nigeria 87017.910 2001
NG Nigeria 79122.859 2000
MK North Macedonia 9493.863 2007
MK North Macedonia 10938.661 2006
MK North Macedonia 11279.692 2005
MK North Macedonia 11191.684 2004
MK North Macedonia 11309.028 2003
MK North Macedonia 10934.994 2002
MK North Macedonia 11998.424 2001
MK North Macedonia 12064.430 2000
MP Northern Mariana Islands NA 2007
MP Northern Mariana Islands NA 2006
MP Northern Mariana Islands NA 2005
MP Northern Mariana Islands NA 2004
MP Northern Mariana Islands NA 2003
MP Northern Mariana Islands NA 2002
MP Northern Mariana Islands NA 2001
MP Northern Mariana Islands NA 2000
NO Norway 45089.432 2007
NO Norway 44257.023 2006
NO Norway 42438.191 2005
NO Norway 42647.210 2004
NO Norway 45221.444 2003
NO Norway 38023.123 2002
NO Norway 41910.143 2001
NO Norway 39673.273 2000
OM Oman 44198.351 2007
OM Oman 39603.600 2006
OM Oman 29893.384 2005
OM Oman 27986.544 2004
OM Oman 32390.611 2003
OM Oman 25470.982 2002
OM Oman 20285.844 2001
OM Oman 21690.305 2000
PK Pakistan 158894.777 2007
PK Pakistan 146074.945 2006
PK Pakistan 136636.087 2005
PK Pakistan 131601.296 2004
PK Pakistan 118895.141 2003
PK Pakistan 114084.037 2002
PK Pakistan 108282.843 2001
PK Pakistan 106449.343 2000
PW Palau 253.023 2007
PW Palau 227.354 2006
PW Palau 220.020 2005
PW Palau 216.353 2004
PW Palau 212.686 2003
PW Palau 212.686 2002
PW Palau 216.353 2001
PW Palau 209.019 2000
PA Panama 7304.664 2007
PA Panama 7469.679 2006
PA Panama 6838.955 2005
PA Panama 5804.861 2004
PA Panama 6153.226 2003
PA Panama 5870.867 2002
PA Panama 7007.637 2001
PA Panama 5790.193 2000
PG Papua New Guinea 6120.223 2007
PG Papua New Guinea 4308.725 2006
PG Papua New Guinea 4385.732 2005
PG Papua New Guinea 4488.408 2004
PG Papua New Guinea 3945.692 2003
PG Papua New Guinea 3487.317 2002
PG Papua New Guinea 3208.625 2001
PG Papua New Guinea 2665.909 2000
PY Paraguay 4136.376 2007
PY Paraguay 3986.029 2006
PY Paraguay 3832.015 2005
PY Paraguay 4088.705 2004
PY Paraguay 4070.370 2003
PY Paraguay 3898.021 2002
PY Paraguay 3821.014 2001
PY Paraguay 3689.002 2000
PE Peru 35071.188 2007
PE Peru 28723.611 2006
PE Peru 37135.709 2005
PE Peru 31895.566 2004
PE Peru 26380.398 2003
PE Peru 27187.138 2002
PE Peru 27165.136 2001
PE Peru 30296.754 2000
PH Philippines 72170.227 2007
PH Philippines 67692.820 2006
PH Philippines 74832.469 2005
PH Philippines 74066.066 2004
PH Philippines 71425.826 2003
PH Philippines 71337.818 2002
PH Philippines 71051.792 2001
PH Philippines 73306.997 2000
PL Poland 314272.901 2007
PL Poland 318940.992 2006
PL Poland 302538.501 2005
PL Poland 304416.005 2004
PL Poland 302252.475 2003
PL Poland 294834.134 2002
PL Poland 301284.387 2001
PL Poland 299289.539 2000
PT Portugal 60149.801 2007
PT Portugal 59816.104 2006
PT Portugal 65279.934 2005
PT Portugal 63145.740 2004
PT Portugal 61216.898 2003
PT Portugal 66790.738 2002
PT Portugal 62757.038 2001
PT Portugal 62731.369 2000
PR Puerto Rico NA 2007
PR Puerto Rico NA 2006
PR Puerto Rico NA 2005
PR Puerto Rico NA 2004
PR Puerto Rico NA 2003
PR Puerto Rico NA 2002
PR Puerto Rico NA 2001
PR Puerto Rico NA 2000
QA Qatar 63277.752 2007
QA Qatar 63475.770 2006
QA Qatar 50956.632 2005
QA Qatar 42944.237 2004
QA Qatar 41521.441 2003
QA Qatar 40905.385 2002
QA Qatar 41396.763 2001
QA Qatar 34730.157 2000
RO Romania 102224.959 2007
RO Romania 103350.728 2006
RO Romania 96456.768 2005
RO Romania 96904.142 2004
RO Romania 101062.520 2003
RO Romania 97237.839 2002
RO Romania 96632.784 2001
RO Romania 90681.243 2000
RU Russia 1666886.188 2007
RU Russia 1669262.404 2006
RU Russia 1615089.813 2005
RU Russia 1602115.967 2004
RU Russia 1604242.827 2003
RU Russia 1557085.207 2002
RU Russia 1557506.912 2001
RU Russia 1557899.281 2000
RW Rwanda 557.384 2007
RW Rwanda 528.048 2006
RW Rwanda 528.048 2005
RW Rwanda 528.048 2004
RW Rwanda 520.714 2003
RW Rwanda 531.715 2002
RW Rwanda 531.715 2001
RW Rwanda 528.048 2000
WS Samoa 172.349 2007
WS Samoa 165.015 2006
WS Samoa 161.348 2005
WS Samoa 150.347 2004
WS Samoa 154.014 2003
WS Samoa 146.680 2002
WS Samoa 146.680 2001
WS Samoa 143.013 2000
SM San Marino NA 2007
SM San Marino NA 2006
SM San Marino NA 2005
SM San Marino NA 2004
SM San Marino NA 2003
SM San Marino NA 2002
SM San Marino NA 2001
SM San Marino NA 2000
ST Sao Tome and Principe 84.341 2007
ST Sao Tome and Principe 84.341 2006
ST Sao Tome and Principe 77.007 2005
ST Sao Tome and Principe 73.340 2004
ST Sao Tome and Principe 66.006 2003
ST Sao Tome and Principe 58.672 2002
ST Sao Tome and Principe 51.338 2001
ST Sao Tome and Principe 47.671 2000
SA Saudi Arabia 387777.916 2007
SA Saudi Arabia 432739.003 2006
SA Saudi Arabia 397642.146 2005
SA Saudi Arabia 395834.315 2004
SA Saudi Arabia 327272.416 2003
SA Saudi Arabia 326407.004 2002
SA Saudi Arabia 297214.017 2001
SA Saudi Arabia 296935.325 2000
SN Senegal 5181.471 2007
SN Senegal 4730.430 2006
SN Senegal 5812.195 2005
SN Senegal 5232.809 2004
SN Senegal 4976.119 2003
SN Senegal 4510.410 2002
SN Senegal 4330.727 2001
SN Senegal 3938.358 2000
RS Republic of Serbia 59805.103 2007
RS Republic of Serbia 61066.551 2006
RS Republic of Serbia NA 2005
RS Republic of Serbia NA 2004
RS Republic of Serbia NA 2003
RS Republic of Serbia NA 2002
RS Republic of Serbia NA 2001
RS Republic of Serbia NA 2000
SC Seychelles 641.725 2007
SC Seychelles 733.400 2006
SC Seychelles 689.396 2005
SC Seychelles 737.067 2004
SC Seychelles 550.050 2003
SC Seychelles 539.049 2002
SC Seychelles 634.391 2001
SC Seychelles 572.052 2000
SL Sierra Leone 641.725 2007
SL Sierra Leone 733.400 2006
SL Sierra Leone 546.383 2005
SL Sierra Leone 641.725 2004
SL Sierra Leone 652.726 2003
SL Sierra Leone 608.722 2002
SL Sierra Leone 568.385 2001
SL Sierra Leone 425.372 2000
SG Singapore 19926.478 2007
SG Singapore 30799.133 2006
SG Singapore 30359.093 2005
SG Singapore 28474.255 2004
SG Singapore 31132.830 2003
SG Singapore 47230.960 2002
SG Singapore 49541.170 2001
SG Singapore 49005.788 2000
SX Sint Maarten (Dutch part) NA 2007
SX Sint Maarten (Dutch part) NA 2006
SX Sint Maarten (Dutch part) NA 2005
SX Sint Maarten (Dutch part) NA 2004
SX Sint Maarten (Dutch part) NA 2003
SX Sint Maarten (Dutch part) NA 2002
SX Sint Maarten (Dutch part) NA 2001
SX Sint Maarten (Dutch part) NA 2000
SK Slovakia 36780.010 2007
SK Slovakia 39104.888 2006
SK Slovakia 39357.911 2005
SK Slovakia 38749.189 2004
SK Slovakia 39493.590 2003
SK Slovakia 39251.568 2002
SK Slovakia 39357.911 2001
SK Slovakia 35885.262 2000
SI Slovenia 16244.810 2007
SI Slovenia 16244.810 2006
SI Slovenia 15867.109 2005
SI Slovenia 15746.098 2004
SI Slovenia 15511.410 2003
SI Slovenia 15419.735 2002
SI Slovenia 15163.045 2001
SI Slovenia 14396.642 2000
SB Solomon Islands 179.683 2007
SB Solomon Islands 165.015 2006
SB Solomon Islands 161.348 2005
SB Solomon Islands 161.348 2004
SB Solomon Islands 161.348 2003
SB Solomon Islands 157.681 2002
SB Solomon Islands 157.681 2001
SB Solomon Islands 154.014 2000
SO Somalia 608.722 2007
SO Somalia 594.054 2006
SO Somalia 594.054 2005
SO Somalia 594.054 2004
SO Somalia 594.054 2003
SO Somalia 586.720 2002
SO Somalia 502.379 2001
SO Somalia 480.377 2000
ZA South Africa 466578.079 2007
ZA South Africa 447894.714 2006
ZA South Africa 416915.898 2005
ZA South Africa 450186.589 2004
ZA South Africa 404459.099 2003
ZA South Africa 356637.752 2002
ZA South Africa 372042.819 2001
ZA South Africa 378665.421 2000
SS South Sudan NA 2007
SS South Sudan NA 2006
SS South Sudan NA 2005
SS South Sudan NA 2004
SS South Sudan NA 2003
SS South Sudan NA 2002
SS South Sudan NA 2001
SS South Sudan NA 2000
ES Spain 358236.564 2007
ES Spain 350037.152 2006
ES Spain 353462.130 2005
ES Spain 339428.521 2004
ES Spain 321097.188 2003
ES Spain 314518.590 2002
ES Spain 297830.073 2001
ES Spain 294434.431 2000
LK Sri Lanka 12354.123 2007
LK Sri Lanka 11976.422 2006
LK Sri Lanka 12101.100 2005
LK Sri Lanka 12299.118 2004
LK Sri Lanka 11078.007 2003
LK Sri Lanka 11056.005 2002
LK Sri Lanka 10443.616 2001
LK Sri Lanka 10238.264 2000
KN St. Kitts and Nevis 216.353 2007
KN St. Kitts and Nevis 201.685 2006
KN St. Kitts and Nevis 198.018 2005
KN St. Kitts and Nevis 212.686 2004
KN St. Kitts and Nevis 198.018 2003
KN St. Kitts and Nevis 198.018 2002
KN St. Kitts and Nevis 176.016 2001
KN St. Kitts and Nevis 172.349 2000
LC St. Lucia 385.035 2007
LC St. Lucia 366.700 2006
LC St. Lucia 366.700 2005
LC St. Lucia 355.699 2004
LC St. Lucia 359.366 2003
LC St. Lucia 289.693 2002
LC St. Lucia 348.365 2001
LC St. Lucia 348.365 2000
MF St. Martin (French part) NA 2007
MF St. Martin (French part) NA 2006
MF St. Martin (French part) NA 2005
MF St. Martin (French part) NA 2004
MF St. Martin (French part) NA 2003
MF St. Martin (French part) NA 2002
MF St. Martin (French part) NA 2001
MF St. Martin (French part) NA 2000
VC St. Vincent and the Grenadines 227.354 2007
VC St. Vincent and the Grenadines 220.020 2006
VC St. Vincent and the Grenadines 220.020 2005
VC St. Vincent and the Grenadines 220.020 2004
VC St. Vincent and the Grenadines 198.018 2003
VC St. Vincent and the Grenadines 187.017 2002
VC St. Vincent and the Grenadines 179.683 2001
VC St. Vincent and the Grenadines 146.680 2000
SD Sudan 14125.284 2007
SD Sudan 12013.092 2006
SD Sudan 10982.665 2005
SD Sudan 11463.042 2004
SD Sudan 9072.158 2003
SD Sudan 8118.738 2002
SD Sudan 6369.579 2001
SD Sudan 5533.503 2000
SR Suriname 1763.827 2007
SR Suriname 1745.492 2006
SR Suriname 1595.145 2005
SR Suriname 1562.142 2004
SR Suriname 1543.807 2003
SR Suriname 1565.809 2002
SR Suriname 2368.882 2001
SR Suriname 2196.533 2000
SE Sweden 48059.702 2007
SE Sweden 49570.506 2006
SE Sweden 51561.687 2005
SE Sweden 54520.956 2004
SE Sweden 54781.313 2003
SE Sweden 57425.220 2002
SE Sweden 51125.314 2001
SE Sweden 49350.486 2000
CH Switzerland 38107.464 2007
CH Switzerland 41994.484 2006
CH Switzerland 41444.434 2005
CH Switzerland 40443.343 2004
CH Switzerland 40193.987 2003
CH Switzerland 40758.705 2002
CH Switzerland 42984.574 2001
CH Switzerland 39101.221 2000
SY Syria 66468.042 2007
SY Syria 53582.204 2006
SY Syria 50626.602 2005
SY Syria 51103.312 2004
SY Syria 54275.267 2003
SY Syria 39064.551 2002
SY Syria 48778.434 2001
SY Syria 51040.973 2000
TJ Tajikistan 3234.294 2007
TJ Tajikistan 2658.575 2006
TJ Tajikistan 2442.222 2005
TJ Tajikistan 2563.233 2004
TJ Tajikistan 2075.522 2003
TJ Tajikistan 1881.171 2002
TJ Tajikistan 2291.875 2001
TJ Tajikistan 2236.870 2000
TZ United Republic of Tanzania 5896.536 2007
TZ United Republic of Tanzania 6028.548 2006
TZ United Republic of Tanzania 5504.167 2005
TZ United Republic of Tanzania 4363.730 2004
TZ United Republic of Tanzania 3806.346 2003
TZ United Republic of Tanzania 3589.993 2002
TZ United Republic of Tanzania 3127.951 2001
TZ United Republic of Tanzania 2651.241 2000
TH Thailand 234027.940 2007
TH Thailand 231127.343 2006
TH Thailand 227493.346 2005
TH Thailand 221442.796 2004
TH Thailand 205880.048 2003
TH Thailand 194589.355 2002
TH Thailand 184699.456 2001
TH Thailand 172697.365 2000
TL East Timor 183.350 2007
TL East Timor 179.683 2006
TL East Timor 176.016 2005
TL East Timor 176.016 2004
TL East Timor 161.348 2003
TL East Timor 161.348 2002
TL East Timor NA 2001
TL East Timor NA 2000
TG Togo 1408.128 2007
TG Togo 1221.111 2006
TG Togo 1338.455 2005
TG Togo 1397.127 2004
TG Togo 1463.133 2003
TG Togo 1232.112 2002
TG Togo 1162.439 2001
TG Togo 1360.457 2000
TO Tonga 113.677 2007
TO Tonga 128.345 2006
TO Tonga 113.677 2005
TO Tonga 110.010 2004
TO Tonga 117.344 2003
TO Tonga 102.676 2002
TO Tonga 88.008 2001
TO Tonga 95.342 2000
TT Trinidad and Tobago 45474.467 2007
TT Trinidad and Tobago 42676.546 2006
TT Trinidad and Tobago 38151.468 2005
TT Trinidad and Tobago 33432.039 2004
TT Trinidad and Tobago 31987.241 2003
TT Trinidad and Tobago 28620.935 2002
TT Trinidad and Tobago 26354.729 2001
TT Trinidad and Tobago 23839.167 2000
TN Tunisia 24110.525 2007
TN Tunisia 22992.090 2006
TN Tunisia 22662.060 2005
TN Tunisia 22299.027 2004
TN Tunisia 21246.598 2003
TN Tunisia 20861.563 2002
TN Tunisia 20817.559 2001
TN Tunisia 19922.811 2000
TR Turkey 284808.556 2007
TR Turkey 261614.781 2006
TR Turkey 237390.579 2005
TR Turkey 225421.491 2004
TR Turkey 218523.864 2003
TR Turkey 205685.697 2002
TR Turkey 194567.353 2001
TR Turkey 216151.315 2000
TM Turkmenistan 56042.761 2007
TM Turkmenistan 49511.834 2006
TM Turkmenistan 48338.394 2005
TM Turkmenistan 46541.564 2004
TM Turkmenistan 44601.721 2003
TM Turkmenistan 39966.633 2002
TM Turkmenistan 38074.461 2001
TM Turkmenistan 37539.079 2000
TC Turks and Caicos Islands 165.015 2007
TC Turks and Caicos Islands 143.013 2006
TC Turks and Caicos Islands 121.011 2005
TC Turks and Caicos Islands 102.676 2004
TC Turks and Caicos Islands 102.676 2003
TC Turks and Caicos Islands 99.009 2002
TC Turks and Caicos Islands 73.340 2001
TC Turks and Caicos Islands 69.673 2000
TV Tuvalu 11.001 2007
TV Tuvalu 7.334 2006
TV Tuvalu 11.001 2005
TV Tuvalu 11.001 2004
TV Tuvalu 11.001 2003
TV Tuvalu 11.001 2002
TV Tuvalu 7.334 2001
TV Tuvalu 7.334 2000
UG Uganda 2889.596 2007
UG Uganda 2537.564 2006
UG Uganda 2170.864 2005
UG Uganda 1738.158 2004
UG Uganda 1628.148 2003
UG Uganda 1558.475 2002
UG Uganda 1510.804 2001
UG Uganda 1437.464 2000
UA Ukraine 321258.536 2007
UA Ukraine 326429.006 2006
UA Ukraine 333876.683 2005
UA Ukraine 343396.215 2004
UA Ukraine 352431.703 2003
UA Ukraine 318687.969 2002
UA Ukraine 321775.583 2001
UA Ukraine 320902.837 2000
AE United Arab Emirates 135554.322 2007
AE United Arab Emirates 123728.247 2006
AE United Arab Emirates 116071.551 2005
AE United Arab Emirates 113174.621 2004
AE United Arab Emirates 106783.040 2003
AE United Arab Emirates 84656.362 2002
AE United Arab Emirates 101403.551 2001
AE United Arab Emirates 112562.232 2000
GB United Kingdom 528425.701 2007
GB United Kingdom 541458.219 2006
GB United Kingdom 542580.321 2005
GB United Kingdom 539239.684 2004
GB United Kingdom 540006.087 2003
GB United Kingdom 528642.054 2002
GB United Kingdom 545862.286 2001
GB United Kingdom 541784.582 2000
US United States of America 5789030.561 2007
US United States of America 5697285.888 2006
US United States of America 5789727.291 2005
US United States of America 5756075.232 2004
US United States of America 5675701.926 2003
US United States of America 5641309.133 2002
US United States of America 5595794.329 2001
US United States of America 5693684.894 2000
UY Uruguay 6002.879 2007
UY Uruguay 6648.271 2006
UY Uruguay 5775.525 2005
UY Uruguay 5610.510 2004
UY Uruguay 4598.418 2003
UY Uruguay 4620.420 2002
UY Uruguay 5089.796 2001
UY Uruguay 5306.149 2000
UZ Uzbekistan 120200.593 2007
UZ Uzbekistan 120288.601 2006
UZ Uzbekistan 117230.323 2005
UZ Uzbekistan 126071.460 2004
UZ Uzbekistan 127120.222 2003
UZ Uzbekistan 128345.000 2002
UZ Uzbekistan 123442.221 2001
UZ Uzbekistan 121817.740 2000
VU Vanuatu 99.009 2007
VU Vanuatu 47.671 2006
VU Vanuatu 58.672 2005
VU Vanuatu 58.672 2004
VU Vanuatu 84.341 2003
VU Vanuatu 84.341 2002
VU Vanuatu 88.008 2001
VU Vanuatu 84.341 2000
VE Venezuela 162037.396 2007
VE Venezuela 170640.178 2006
VE Venezuela 164380.609 2005
VE Venezuela 151733.126 2004
VE Venezuela 192103.129 2003
VE Venezuela 193316.906 2002
VE Venezuela 172587.355 2001
VE Venezuela 152422.522 2000
VN Vietnam 104872.533 2007
VN Vietnam 102742.006 2006
VN Vietnam 98143.588 2005
VN Vietnam 90549.231 2004
VN Vietnam 78767.160 2003
VN Vietnam 70806.103 2002
VN Vietnam 61139.891 2001
VN Vietnam 53644.543 2000
VI Virgin Islands (U.S.) NA 2007
VI Virgin Islands (U.S.) NA 2006
VI Virgin Islands (U.S.) NA 2005
VI Virgin Islands (U.S.) NA 2004
VI Virgin Islands (U.S.) NA 2003
VI Virgin Islands (U.S.) NA 2002
VI Virgin Islands (U.S.) NA 2001
VI Virgin Islands (U.S.) NA 2000
PS West Bank and Gaza 2324.878 2007
PS West Bank and Gaza 2266.206 2006
PS West Bank and Gaza 2742.916 2005
PS West Bank and Gaza 2196.533 2004
PS West Bank and Gaza 1279.783 2003
PS West Bank and Gaza 1155.105 2002
PS West Bank and Gaza 1349.456 2001
PS West Bank and Gaza 1661.151 2000
YE Yemen 20971.573 2007
YE Yemen 21316.271 2006
YE Yemen 20043.822 2005
YE Yemen 18881.383 2004
YE Yemen 17304.573 2003
YE Yemen 15764.433 2002
YE Yemen 16208.140 2001
YE Yemen 14642.331 2000
ZM Zambia 1928.842 2007
ZM Zambia 2291.875 2006
ZM Zambia 2288.208 2005
ZM Zambia 2145.195 2004
ZM Zambia 2112.192 2003
ZM Zambia 1983.847 2002
ZM Zambia 1906.840 2001
ZM Zambia 1822.499 2000
ZW Zimbabwe 9886.232 2007
ZW Zimbabwe 10447.283 2006
ZW Zimbabwe 10769.979 2005
ZW Zimbabwe 9486.529 2004
ZW Zimbabwe 10656.302 2003
ZW Zimbabwe 11965.421 2002
ZW Zimbabwe 12596.145 2001
ZW Zimbabwe 13923.599 2000
wide <- pollution%>% 
  pivot_wider(names_from = "year", 
              values_from = "pollution_qty")

kable(wide)%>%
  kable_styling() %>%
  scroll_box(width = "500px", height = "200px")
iso2c ADMIN 2007 2006 2005 2004 2003 2002 2001 2000
1A Arab World 1360284.651 1382459.000 1318939.226 1253266.923 1143443.940 1062296.897 1040811.944 1046627.806
S3 Caribbean small states 63805.800 62397.672 56842.167 52496.772 50908.961 46926.599 45797.163 42757.220
B8 Central Europe and the Baltics 766714.695 767063.060 741005.358 737140.340 747022.905 723554.105 735391.181 716124.763
V2 Early-demographic dividend 5484214.853 5275272.860 5002330.716 4833667.051 4598601.350 4370374.604 4290070.971 4237636.538
Z4 East Asia & Pacific 10281497.768 10008085.988 9362921.050 8690370.183 7877680.098 7120524.831 6667667.367 6542447.083
4E East Asia & Pacific (excluding high income) 7772136.778 7566735.833 6929102.534 6233173.533 5469902.125 4725754.582 4332445.942 4188676.507
T4 East Asia & Pacific (IDA & IBRD countries) 7708019.332 7489924.507 6853645.002 6160948.702 5399298.134 4656704.965 4260413.212 4119206.817
XC Euro area 2705219.240 2752534.541 2751595.789 2766494.810 2741848.903 2701643.915 2702479.991 2637185.389
Z7 Europe & Central Asia 6985332.291 7015318.803 6879559.032 6875921.212 6832819.904 6640019.149 6652964.745 6569031.596
7E Europe & Central Asia (excluding high income) 2941111.747 2896398.725 2792648.497 2772988.495 2736197.872 2620098.254 2604309.368 2609943.155
T7 Europe & Central Asia (IDA & IBRD countries) 3381468.964 3341352.768 3214135.479 3196694.082 3162684.108 3033937.682 3023070.523 3019489.343
EU European Union 3475446.921 3530492.258 3497837.623 3516330.304 3507327.819 3445058.492 3451952.452 3370336.033
F1 Fragile and conflict affected situations 552632.508 586257.294 596101.985 573599.300 588448.749 556393.569 533947.919 492324.166
XE Heavily indebted poor countries (HIPC) 116881.958 109720.307 101183.531 98649.634 91352.304 85928.811 80343.970 77509.379
XD High income 13875575.807 13800439.207 13760173.545 13726735.810 13510226.570 13310449.059 13223938.705 13262712.366
XF IBRD only 15419500.312 15023119.614 14075502.916 13179372.201 12204038.125 11160923.825 10726686.282 10516805.477
ZT IDA & IBRD total 16109569.753 15675953.611 14706390.230 13800606.979 12801637.592 11725274.143 11278829.534 11050716.594
XH IDA blend 409732.245 396743.731 391041.546 385959.084 374811.404 366542.319 350382.070 340876.689
XI IDA only 276066.837 251222.886 235184.048 231207.792 219114.622 194102.445 198644.553 189812.677
XG IDA total 687626.574 650094.046 628598.823 619529.708 596341.035 563455.213 551425.592 533098.835
V3 Late-demographic dividend 10920929.642 10689357.022 9898776.613 9134528.562 8324075.874 7478529.180 7110925.021 6958306.898
ZJ Latin America & Caribbean 1593209.140 1567338.855 1525959.796 1449822.774 1440414.044 1405994.766 1389105.202 1357473.558
XJ Latin America & Caribbean (excluding high income) 1431736.146 1415337.322 1383617.772 1316618.015 1313743.087 1284157.731 1270197.462 1237073.451
T2 Latin America & the Caribbean (IDA & IBRD countries) 1536883.704 1511086.359 1470822.699 1396870.310 1387200.431 1352910.314 1337061.540 1305257.649
XL Least developed countries: UN classification 183973.865 173509.872 159659.810 154129.481 132944.182 127704.727 120565.420 111279.094
XO Low & middle income 15626291.388 15210105.359 14271909.444 13367216.613 12369974.084 11309493.439 10863207.885 10640754.412
XM Low income 207668.273 201797.578 192972.622 188872.213 184934.460 162348.171 173828.557 169921.065
XN Lower middle income 2888209.874 2738801.626 2640041.982 2524293.127 2425049.439 2306498.996 2252498.643 2237030.155
ZQ Middle East & North Africa 1928724.656 1942464.905 1834094.054 1748161.576 1616164.244 1516011.140 1497085.753 1473950.650
XQ Middle East & North Africa (excluding high income) 1130037.388 1124610.228 1088453.608 1025139.186 966001.477 902342.357 898961.383 873277.715
T3 Middle East & North Africa (IDA & IBRD countries) 1127712.510 1122344.022 1085710.692 1022942.653 964721.694 901187.252 897611.927 871616.564
XP Middle income 15416150.705 15005890.983 14076763.903 13176520.890 12183616.422 11145668.856 10688426.498 10469890.979
XU North America 6361606.942 6269931.942 6351735.378 6310015.919 6229363.921 6161201.725 6124249.366 6228582.850
XY Not classified NA NA NA NA NA NA NA NA
OE OECD members 13376456.931 13279765.475 13272160.117 13236868.909 13094200.607 12892508.273 12827254.008 12879277.737
S4 Other small states 162198.729 148805.666 136444.824 124964.308 122123.190 115501.399 113083.562 105560.152
S2 Pacific island small states 2346.880 2310.210 2178.198 2434.888 2148.862 1976.513 2141.528 1877.504
V4 Post-demographic dividend 12560523.762 12504018.959 12563127.332 12569936.951 12444950.923 12270178.036 12210578.285 12260090.119
V1 Pre-demographic dividend 274307.801 304832.675 320085.825 309602.535 271176.188 261833.355 246143.203 219227.215
S1 Small states 228484.751 213653.388 195592.051 180025.387 175298.064 164495.945 161112.727 150277.486
8S South Asia 1629457.119 1510701.324 1416210.068 1340464.516 1269654.746 1217722.692 1197433.181 1180858.341
T5 South Asia (IDA & IBRD) 1629457.119 1510701.324 1416210.068 1340464.516 1269654.746 1217722.692 1197433.181 1180858.341
ZG Sub-Saharan Africa 724727.764 699333.858 666453.953 687638.371 626728.541 573623.106 576070.310 568106.716
ZF Sub-Saharan Africa (excluding high income) 720423.189 694993.570 662491.939 683837.565 623140.455 570218.855 572592.237 564864.861
T6 Sub-Saharan Africa (IDA & IBRD countries) 724727.764 699333.858 666453.953 687638.371 626728.541 573623.106 576070.310 568106.716
XT Upper middle income 12527912.269 12267101.983 11436339.592 10651564.747 9757431.042 8837624.633 8434215.393 8231009.725
1W World 31033.821 30513.107 29508.349 28356.911 27113.798 25694.669 25085.947 24935.600
AF Afghanistan 2273.540 1650.150 1327.454 916.750 1213.777 1070.764 817.741 773.737
AL Albania 3927.357 3898.021 4253.720 4165.712 4294.057 3751.341 3223.293 3021.608
DZ Algeria 109404.945 101069.854 107278.085 88510.379 91575.991 89907.506 84219.989 87861.320
AS American Samoa NA NA NA NA NA NA NA NA
AD Andorra 539.049 546.383 575.719 561.051 535.382 531.715 524.381 524.381
AO Angola 25151.953 22266.024 19156.408 18793.375 9064.824 12665.818 9732.218 9541.534
AG Antigua and Barbuda 469.376 443.707 429.039 421.705 403.370 370.367 348.365 344.698
AR Argentina 175176.257 175436.614 162110.736 157589.325 135062.944 124714.670 133720.822 142136.587
AM Armenia 5056.793 4378.398 4349.062 3644.998 3428.645 3043.610 3542.322 3465.315
AW Aruba 2823.590 2717.247 2720.914 2618.238 2563.233 2438.555 2409.219 2379.883
AU Australia 372090.490 365346.877 350172.831 342699.485 336271.234 341353.696 324844.862 329443.280
AT Austria 69419.977 71818.195 73816.710 72140.891 71854.865 67010.758 65877.655 62265.660
AZ Azerbaijan 30509.440 39167.227 34337.788 32089.917 30615.783 29614.692 28771.282 29508.349
BS The Bahamas 1796.830 1778.495 1829.833 1972.846 1965.512 1928.842 1870.170 1950.844
BH Bahrain 26846.107 19493.772 19878.807 17953.632 16802.194 15889.111 14099.615 18819.044
BD Bangladesh 44539.382 43567.627 39500.924 37682.092 35144.528 33615.389 32621.632 27627.178
BB Barbados 1360.457 1360.457 1334.788 1279.783 1254.114 1202.776 1188.108 1151.438
BY Belarus 60523.835 62071.309 59167.045 58158.620 53530.866 52405.097 52760.796 53787.556
BE Belgium 103658.756 107204.745 108543.200 111102.766 112914.264 107311.088 114527.744 115118.131
BZ Belize 476.710 443.707 421.705 392.369 432.706 432.706 447.374 396.036
BJ Benin 4495.742 3872.352 2394.551 2508.228 2354.214 2079.189 1815.165 1598.812
BM Bermuda 729.733 652.726 583.053 583.053 561.051 557.384 528.048 517.047
BT Bhutan 392.369 392.369 396.036 308.028 377.701 418.038 385.035 396.036
BO Bolivia 12332.121 15056.702 12185.441 11114.677 11092.675 10395.945 8621.117 11067.006
BA Bosnia and Herzegovina 17652.938 17564.930 16204.473 15610.419 14488.317 14301.300 13362.548 13787.920
BW Botswana 4231.718 4136.376 4096.039 3898.021 3828.348 3978.695 3850.350 3780.677
BR Brazil 363212.683 347668.270 347308.904 337826.042 321621.569 332266.870 337433.673 327983.814
VG British Virgin Islands 187.017 183.350 179.683 161.348 146.680 135.679 128.345 124.678
BN Brunei Darussalam 8415.765 4862.442 5005.455 4998.121 4591.084 4378.398 4506.743 4712.095
BG Bulgaria 52254.750 48991.120 47916.689 46801.921 47307.967 44634.724 46453.556 43530.957
BF Burkina Faso 1595.145 1360.457 1125.769 1103.767 1078.098 1004.758 997.424 1041.428
BI Burundi 187.017 187.017 154.014 198.018 161.348 212.686 205.352 271.358
CV Cabo Verde 506.046 473.043 440.040 330.030 308.028 275.025 234.688 216.353
KH Cambodia 3465.315 2999.606 2775.919 2445.889 2379.883 2207.534 2251.538 1976.513
CM Cameroon 5834.197 3861.351 3696.336 3956.693 3795.345 3417.644 3421.311 3432.312
CA Canada 571846.648 571993.328 561425.034 553357.634 553100.944 519335.208 527926.989 534380.909
KY Cayman Islands 572.052 484.044 473.043 462.042 484.044 484.044 465.709 465.709
CF Central African Republic 253.023 249.356 234.688 234.688 234.688 245.689 245.689 267.691
TD Chad 854.411 792.072 766.403 748.068 744.401 509.713 502.379 487.711
JG Channel Islands NA NA NA NA NA NA NA NA
CL Chile 71638.512 64814.225 61818.286 59775.767 55602.721 55162.681 53340.182 58815.013
CN China 6697654.489 6529291.518 5896957.705 5233538.733 4540417.061 3850269.326 3487566.356 3405179.867
CO Colombia 62430.675 62940.388 60945.540 55071.006 57421.553 55661.393 56273.782 57923.932
KM Comoros 102.676 161.348 139.346 143.013 132.012 102.676 102.676 102.676
CD Democratic Republic of the Congo 1756.493 1609.813 1499.803 1191.775 1070.764 876.413 788.405 909.416
CG Republic of the Congo 1213.777 1118.435 982.756 949.753 916.750 575.719 766.403 1048.762
CR Costa Rica 8122.405 7099.312 6868.291 6930.630 6626.269 6325.575 5760.857 5474.831
CI Cote d’Ivoire 6776.616 6996.636 7825.378 7664.030 5460.163 7286.329 7726.369 6791.284
HR Croatia 23828.166 22607.055 22592.387 22376.034 22984.756 21473.952 20395.854 19339.758
CU Cuba 25958.693 26505.076 26006.364 25005.273 25485.650 26090.705 25452.647 26083.371
CW Curacao NA NA NA NA NA NA NA NA
CY Cyprus 8195.745 7788.708 7502.682 7334.000 7748.371 7022.305 6882.959 6978.301
CZ Czechia 123288.207 122092.765 120094.250 116757.280 122037.760 119694.547 123684.243 123801.587
DK Denmark 50318.574 55019.668 47062.278 50600.933 55998.757 52049.398 52918.477 51330.666
DJ Djibouti 462.042 410.704 414.371 407.037 421.705 399.703 366.700 366.700
DM Dominica 183.350 143.013 143.013 143.013 117.344 102.676 110.010 102.676
DO Dominican Republic 21173.258 19783.465 18639.361 18309.331 21514.289 21330.939 19816.468 19790.799
EC Ecuador 31924.902 28859.290 30263.751 29046.307 26967.118 24950.268 23116.768 20718.550
EG Egypt 189092.522 178586.567 167207.866 150911.718 147963.450 127193.562 125451.737 141326.180
SV El Salvador 6978.301 6842.622 6402.582 6365.912 6552.929 6182.562 5951.541 5753.523
GQ Equatorial Guinea 7865.715 8181.077 7532.018 7058.975 7693.366 6354.911 4334.394 458.375
ER Eritrea 564.718 550.050 766.403 770.070 715.065 605.055 630.724 608.722
EE Estonia 18357.002 16175.137 16754.523 17282.571 17124.890 14888.020 15570.082 14858.684
SZ Eswatini 1078.098 1030.427 1030.427 1041.428 1048.762 1133.103 1147.771 1191.775
ET Ethiopia 6024.881 5504.167 5119.132 5295.148 4987.120 4521.411 4352.729 3549.656
FO Faroe Islands 689.396 678.395 722.399 748.068 733.400 726.066 762.736 689.396
FJ Fiji 1158.772 1217.444 1096.433 1353.123 1048.762 891.081 1056.096 843.410
FI Finland 63739.794 65774.979 54777.646 67186.774 68671.909 61348.910 56552.474 52196.078
FR France 369142.222 375764.824 385368.697 383758.884 380689.605 375075.428 377535.985 362226.260
PF French Polynesia 766.403 781.071 781.071 726.066 737.067 682.062 678.395 568.385
GA Gabon 4118.041 4173.046 4888.111 4686.426 4642.422 4572.749 4800.103 4693.760
GM Gambia, The 352.032 352.032 326.363 322.696 300.694 300.694 300.694 275.025
GE Georgia 6420.917 6149.559 5067.794 4323.393 3773.343 3388.308 3769.676 4536.079
DE Germany 781247.016 816721.574 797759.517 815969.839 823003.145 829724.756 853662.932 829977.779
GH Ghana 9827.560 9358.184 6992.969 7348.668 7631.027 7422.008 6919.629 6288.905
GI Gibraltar 414.371 418.038 399.703 385.035 355.699 348.365 344.698 333.697
GR Greece 98246.264 97285.510 98675.303 97149.831 95738.036 93669.848 93805.527 91616.328
GL Greenland 638.058 627.057 608.722 583.053 429.039 377.701 407.037 454.708
GD Grenada 238.355 231.021 216.353 205.352 216.353 205.352 194.351 190.684
GU Guam NA NA NA NA NA NA NA NA
GT Guatemala 12398.127 12405.461 12328.454 11375.034 10619.632 10887.323 10392.278 9915.568
GN Guinea 1969.179 1892.172 1826.166 1943.510 1881.171 1804.164 1719.823 1642.816
GW Guinea-Bissau 231.021 216.353 212.686 201.685 194.351 154.014 150.347 146.680
GY Guyana 1562.142 1290.784 1437.464 1628.148 1565.809 1580.477 1595.145 1609.813
HT Haiti 2390.884 2112.192 2075.522 1987.514 1734.491 1826.166 1569.476 1342.122
HN Honduras 8778.798 7620.026 7554.020 7367.003 6769.282 6090.887 5713.186 5031.124
HK Hong Kong SAR, China 43721.641 42056.823 43871.988 41708.458 43358.608 39636.603 37957.117 40439.676
HU Hungary 55980.422 57384.883 58019.274 57458.223 59053.368 56064.763 56977.846 55826.408
IS Iceland 2310.210 2299.209 2229.536 2244.204 2167.197 2170.864 2101.191 2163.530
IN India 1407607.286 1303717.509 1222563.132 1154320.262 1099597.621 1054258.833 1041152.975 1031853.463
ID Indonesia 375544.804 345119.705 341991.754 337635.358 316792.130 306737.216 294907.474 263418.945
IR Iran 519324.207 509338.966 468807.615 447036.636 418437.703 401760.187 398437.885 372237.170
IQ Iraq 62155.650 98770.645 113522.986 114084.037 91117.616 87259.932 85342.091 72445.252
IE Ireland 44469.709 43145.922 43464.951 43761.978 42687.547 43413.613 44029.669 41228.081
IM Isle of Man NA NA NA NA NA NA NA NA
IL Israel 63072.400 62471.012 56952.177 59020.365 62889.050 59812.437 63596.781 60259.811
IT Italy 462676.391 469346.664 473384.031 473970.751 468349.240 452610.476 450347.937 450564.290
JM Jamaica 9651.544 11496.045 10498.621 10670.970 10667.303 10241.931 10615.965 10307.937
JP Japan 1251554.434 1234755.907 1240945.803 1262394.086 1240953.137 1218980.473 1201331.202 1219281.167
JO Jordan 22035.003 21121.920 21059.581 19240.749 17469.588 16886.535 16002.788 15507.743
KZ Kazakhstan 222348.545 192631.177 177328.786 173053.064 142209.927 133735.490 131850.652 118099.402
KE Kenya 9831.227 9574.537 8562.445 7623.693 6754.614 7968.391 9369.185 10417.947
KI Kiribati 58.672 66.006 58.672 47.671 44.004 40.337 29.336 33.003
KP North Korea 64227.505 76900.657 75573.203 72357.244 70751.098 69225.626 72225.232 69661.999
KR South Korea 495675.724 470655.783 462918.413 482276.506 466215.046 465631.993 450193.923 447561.017
XK Kosovo NA NA NA NA NA NA NA NA
KW Kuwait 75235.839 73769.039 71546.837 63534.442 59922.447 58228.293 57641.573 53560.202
KG Kyrgyzstan 6629.936 5507.834 5592.175 5874.534 5438.161 4957.784 3894.354 4635.088
LA Lao PDR 1877.504 1796.830 1364.124 1305.452 1243.113 1188.108 1070.764 968.088
LV Latvia 8316.756 8012.395 7506.349 7403.673 7370.670 6912.295 6985.635 6351.244
LB Lebanon 13461.557 14458.981 16208.140 16798.527 18180.986 16002.788 16171.470 15247.386
LS Lesotho 2075.522 2038.852 2013.183 1983.847 1932.509 1906.840 1877.504 1851.835
LR Liberia 645.392 689.396 671.061 557.384 469.376 440.040 454.708 429.039
LY Libya 49959.208 53270.509 52108.070 50358.911 49167.136 47832.348 48100.039 47113.616
LI Liechtenstein 69.673 NA NA NA NA NA NA NA
LT Lithuania 15166.712 14158.287 13901.597 13245.204 12823.499 13142.528 12885.838 12163.439
LU Luxembourg 11019.335 11349.365 11547.383 11268.691 9904.567 9416.856 8800.800 8239.749
MO Macao SAR, China 1364.124 1620.814 1829.833 1716.156 1532.806 1518.138 1686.820 1631.815
MG Madagascar 1815.165 1683.153 1741.825 1807.831 1701.488 1235.779 1741.825 1873.837
MW Malawi 990.090 938.752 924.084 924.084 920.417 858.078 810.407 880.080
MY Malaysia 184816.800 180108.372 183188.652 171879.624 158256.719 136449.070 135620.328 125734.096
MV Maldives 781.071 759.069 601.388 667.394 506.046 594.054 462.042 451.041
ML Mali 1298.118 1081.765 916.750 891.081 858.078 858.078 839.743 832.409
MT Malta 2724.581 2574.234 2698.912 2574.234 2581.568 2299.209 2486.226 2115.859
MH Marshall Islands 124.678 121.011 113.677 117.344 106.343 110.010 102.676 99.009
MR Mauritania 1844.501 1609.813 1587.811 1536.473 1389.793 1349.456 1272.449 1173.440
MU Mauritius 3689.002 3630.330 3296.633 3091.281 3061.945 2885.929 2863.927 2691.578
MX Mexico 480520.013 479251.231 466361.726 441308.782 440208.682 414389.335 412977.540 398382.880
FM Micronesia, Fed. Sts. 132.012 121.011 121.011 143.013 143.013 143.013 168.682 124.678
MD Moldova 4679.092 4994.454 4895.445 4554.414 4290.390 3986.029 3714.671 3512.986
MC Monaco NA NA NA NA NA NA NA NA
MN Mongolia 12064.430 9394.854 8562.445 8551.444 8034.397 8287.420 7884.050 7506.349
ME Montenegro 2057.187 2064.521 2057.187 NA NA NA NA NA
MA Morocco 50267.236 47425.311 45771.494 43310.937 37561.081 38254.144 37715.095 33905.082
MZ Mozambique 2262.539 1980.180 1822.499 1921.508 1917.841 1587.811 1580.477 1349.456
MM Myanmar 12874.837 12852.835 11595.054 12434.797 9845.895 9207.837 8723.793 10087.917
NA Namibia 2361.548 2332.212 2310.210 1961.845 1873.837 1760.160 2016.850 1642.816
NR Nauru 44.004 44.004 62.339 66.006 66.006 77.007 80.674 84.341
NP Nepal 2614.571 2563.233 3083.947 2669.576 2841.925 2625.572 3267.297 3069.279
NL Netherlands 177427.795 180211.048 181927.204 185275.175 183067.641 181817.194 177420.461 173837.802
NC New Caledonia 2944.601 2720.914 2823.590 2530.230 2739.249 2405.552 1888.505 2233.203
NZ New Zealand 33637.391 33446.707 34139.770 34554.141 34081.098 33201.018 34447.798 32980.998
NI Nicaragua 4605.752 4470.073 4319.726 4426.069 4411.401 4037.367 3964.027 3762.342
NE Niger 722.399 693.063 715.065 814.074 759.069 700.397 656.393 696.730
NG Nigeria 94868.957 98238.930 106119.313 98997.999 100318.119 94586.598 87017.910 79122.859
MK North Macedonia 9493.863 10938.661 11279.692 11191.684 11309.028 10934.994 11998.424 12064.430
MP Northern Mariana Islands NA NA NA NA NA NA NA NA
NO Norway 45089.432 44257.023 42438.191 42647.210 45221.444 38023.123 41910.143 39673.273
OM Oman 44198.351 39603.600 29893.384 27986.544 32390.611 25470.982 20285.844 21690.305
PK Pakistan 158894.777 146074.945 136636.087 131601.296 118895.141 114084.037 108282.843 106449.343
PW Palau 253.023 227.354 220.020 216.353 212.686 212.686 216.353 209.019
PA Panama 7304.664 7469.679 6838.955 5804.861 6153.226 5870.867 7007.637 5790.193
PG Papua New Guinea 6120.223 4308.725 4385.732 4488.408 3945.692 3487.317 3208.625 2665.909
PY Paraguay 4136.376 3986.029 3832.015 4088.705 4070.370 3898.021 3821.014 3689.002
PE Peru 35071.188 28723.611 37135.709 31895.566 26380.398 27187.138 27165.136 30296.754
PH Philippines 72170.227 67692.820 74832.469 74066.066 71425.826 71337.818 71051.792 73306.997
PL Poland 314272.901 318940.992 302538.501 304416.005 302252.475 294834.134 301284.387 299289.539
PT Portugal 60149.801 59816.104 65279.934 63145.740 61216.898 66790.738 62757.038 62731.369
PR Puerto Rico NA NA NA NA NA NA NA NA
QA Qatar 63277.752 63475.770 50956.632 42944.237 41521.441 40905.385 41396.763 34730.157
RO Romania 102224.959 103350.728 96456.768 96904.142 101062.520 97237.839 96632.784 90681.243
RU Russia 1666886.188 1669262.404 1615089.813 1602115.967 1604242.827 1557085.207 1557506.912 1557899.281
RW Rwanda 557.384 528.048 528.048 528.048 520.714 531.715 531.715 528.048
WS Samoa 172.349 165.015 161.348 150.347 154.014 146.680 146.680 143.013
SM San Marino NA NA NA NA NA NA NA NA
ST Sao Tome and Principe 84.341 84.341 77.007 73.340 66.006 58.672 51.338 47.671
SA Saudi Arabia 387777.916 432739.003 397642.146 395834.315 327272.416 326407.004 297214.017 296935.325
SN Senegal 5181.471 4730.430 5812.195 5232.809 4976.119 4510.410 4330.727 3938.358
RS Republic of Serbia 59805.103 61066.551 NA NA NA NA NA NA
SC Seychelles 641.725 733.400 689.396 737.067 550.050 539.049 634.391 572.052
SL Sierra Leone 641.725 733.400 546.383 641.725 652.726 608.722 568.385 425.372
SG Singapore 19926.478 30799.133 30359.093 28474.255 31132.830 47230.960 49541.170 49005.788
SX Sint Maarten (Dutch part) NA NA NA NA NA NA NA NA
SK Slovakia 36780.010 39104.888 39357.911 38749.189 39493.590 39251.568 39357.911 35885.262
SI Slovenia 16244.810 16244.810 15867.109 15746.098 15511.410 15419.735 15163.045 14396.642
SB Solomon Islands 179.683 165.015 161.348 161.348 161.348 157.681 157.681 154.014
SO Somalia 608.722 594.054 594.054 594.054 594.054 586.720 502.379 480.377
ZA South Africa 466578.079 447894.714 416915.898 450186.589 404459.099 356637.752 372042.819 378665.421
SS South Sudan NA NA NA NA NA NA NA NA
ES Spain 358236.564 350037.152 353462.130 339428.521 321097.188 314518.590 297830.073 294434.431
LK Sri Lanka 12354.123 11976.422 12101.100 12299.118 11078.007 11056.005 10443.616 10238.264
KN St. Kitts and Nevis 216.353 201.685 198.018 212.686 198.018 198.018 176.016 172.349
LC St. Lucia 385.035 366.700 366.700 355.699 359.366 289.693 348.365 348.365
MF St. Martin (French part) NA NA NA NA NA NA NA NA
VC St. Vincent and the Grenadines 227.354 220.020 220.020 220.020 198.018 187.017 179.683 146.680
SD Sudan 14125.284 12013.092 10982.665 11463.042 9072.158 8118.738 6369.579 5533.503
SR Suriname 1763.827 1745.492 1595.145 1562.142 1543.807 1565.809 2368.882 2196.533
SE Sweden 48059.702 49570.506 51561.687 54520.956 54781.313 57425.220 51125.314 49350.486
CH Switzerland 38107.464 41994.484 41444.434 40443.343 40193.987 40758.705 42984.574 39101.221
SY Syria 66468.042 53582.204 50626.602 51103.312 54275.267 39064.551 48778.434 51040.973
TJ Tajikistan 3234.294 2658.575 2442.222 2563.233 2075.522 1881.171 2291.875 2236.870
TZ United Republic of Tanzania 5896.536 6028.548 5504.167 4363.730 3806.346 3589.993 3127.951 2651.241
TH Thailand 234027.940 231127.343 227493.346 221442.796 205880.048 194589.355 184699.456 172697.365
TL East Timor 183.350 179.683 176.016 176.016 161.348 161.348 NA NA
TG Togo 1408.128 1221.111 1338.455 1397.127 1463.133 1232.112 1162.439 1360.457
TO Tonga 113.677 128.345 113.677 110.010 117.344 102.676 88.008 95.342
TT Trinidad and Tobago 45474.467 42676.546 38151.468 33432.039 31987.241 28620.935 26354.729 23839.167
TN Tunisia 24110.525 22992.090 22662.060 22299.027 21246.598 20861.563 20817.559 19922.811
TR Turkey 284808.556 261614.781 237390.579 225421.491 218523.864 205685.697 194567.353 216151.315
TM Turkmenistan 56042.761 49511.834 48338.394 46541.564 44601.721 39966.633 38074.461 37539.079
TC Turks and Caicos Islands 165.015 143.013 121.011 102.676 102.676 99.009 73.340 69.673
TV Tuvalu 11.001 7.334 11.001 11.001 11.001 11.001 7.334 7.334
UG Uganda 2889.596 2537.564 2170.864 1738.158 1628.148 1558.475 1510.804 1437.464
UA Ukraine 321258.536 326429.006 333876.683 343396.215 352431.703 318687.969 321775.583 320902.837
AE United Arab Emirates 135554.322 123728.247 116071.551 113174.621 106783.040 84656.362 101403.551 112562.232
GB United Kingdom 528425.701 541458.219 542580.321 539239.684 540006.087 528642.054 545862.286 541784.582
US United States of America 5789030.561 5697285.888 5789727.291 5756075.232 5675701.926 5641309.133 5595794.329 5693684.894
UY Uruguay 6002.879 6648.271 5775.525 5610.510 4598.418 4620.420 5089.796 5306.149
UZ Uzbekistan 120200.593 120288.601 117230.323 126071.460 127120.222 128345.000 123442.221 121817.740
VU Vanuatu 99.009 47.671 58.672 58.672 84.341 84.341 88.008 84.341
VE Venezuela 162037.396 170640.178 164380.609 151733.126 192103.129 193316.906 172587.355 152422.522
VN Vietnam 104872.533 102742.006 98143.588 90549.231 78767.160 70806.103 61139.891 53644.543
VI Virgin Islands (U.S.) NA NA NA NA NA NA NA NA
PS West Bank and Gaza 2324.878 2266.206 2742.916 2196.533 1279.783 1155.105 1349.456 1661.151
YE Yemen 20971.573 21316.271 20043.822 18881.383 17304.573 15764.433 16208.140 14642.331
ZM Zambia 1928.842 2291.875 2288.208 2145.195 2112.192 1983.847 1906.840 1822.499
ZW Zimbabwe 9886.232 10447.283 10769.979 9486.529 10656.302 11965.421 12596.145 13923.599

Sources

References

Citation

For attribution, please cite this work as

Warin (2020, April 2). www.warin.ca: [R Course] Data Wrangling with R: Pivot. Retrieved from https://warin.ca/posts/rcourse-datawranglingwithr-pivot/

BibTeX citation

@misc{warin2020[r,
  author = {Warin, Thierry},
  title = {www.warin.ca: [R Course] Data Wrangling with R: Pivot},
  url = {https://warin.ca/posts/rcourse-datawranglingwithr-pivot/},
  year = {2020}
}