• How to use this document.
  • Reshaping data with tidyr
    • pivot_longer
    • pivot_wider
    • unite and separate
  • Manipulating data with dplyr
    • dplyr verbs
      • arrange
      • filter
      • select and rename
      • summarize and reframe
      • mutate and transmute
      • count
    • Helper functions
    • Grouping
    • Join operations
  • Pipelines
    • The |> operator
    • Examples
  • References

How to use this document.

This is an extremely condensed introduction to the powerful data-munging tools developed by Hadley Wickham and contained in the packages tidyr and dplyr. Run the codes shown and study the outputs to learn about these tools. For your convenience, the R codes for this document are provided in a script which you can download, edit, and run.

Reshaping data with tidyr

One can easily move between wide- and long-format data using pivot_longer and pivot_wider.

pivot_longer

pivot_longer() takes a wide data frame and makes it long. Multiple columns are combined into one value column with a key column keeping track of which column each value came from. By default, every column is gathered; One can exclude columns, or explicitly include them, using very simple syntax.

library(tidyr)

data.frame(
  a=letters[1:10],
  b=1:10,
  c=sample(LETTERS[1:3],10,replace=TRUE),
  d=sample(1:10,10,replace=TRUE)
) -> x
x

output

 a  b c  d
 a  1 B  8
 b  2 B 10
 c  3 B  3
 d  4 A  8
 e  5 B  4
 f  6 A  8
 g  7 B  7
 h  8 B  6
 i  9 B  8
 j 10 C  1
pivot_longer(x,c(b,d))

output

# A tibble: 20 × 4
   a     c     name  value
   <chr> <chr> <chr> <int>
 1 a     B     b         1
 2 a     B     d         8
 3 b     B     b         2
 4 b     B     d        10
 5 c     B     b         3
 6 c     B     d         3
 7 d     A     b         4
 8 d     A     d         8
 9 e     B     b         5
10 e     B     d         4
11 f     A     b         6
12 f     A     d         8
13 g     B     b         7
14 g     B     d         7
15 h     B     b         8
16 h     B     d         6
17 i     B     b         9
18 i     B     d         8
19 j     C     b        10
20 j     C     d         1
pivot_longer(x,-c(a,c)) -> y; y

output

# A tibble: 20 × 4
   a     c     name  value
   <chr> <chr> <chr> <int>
 1 a     B     b         1
 2 a     B     d         8
 3 b     B     b         2
 4 b     B     d        10
 5 c     B     b         3
 6 c     B     d         3
 7 d     A     b         4
 8 d     A     d         8
 9 e     B     b         5
10 e     B     d         4
11 f     A     b         6
12 f     A     d         8
13 g     B     b         7
14 g     B     d         7
15 h     B     b         8
16 h     B     d         6
17 i     B     b         9
18 i     B     d         8
19 j     C     b        10
20 j     C     d         1
pivot_longer(x,-a)

pivot_wider

pivot_wider() turns a long data frame into a wide one. A single column (called the value column) is separated into multiple columns according to the keys in the name column.

pivot_wider(y)

output

# A tibble: 10 × 4
   a     c         b     d
   <chr> <chr> <int> <int>
 1 a     B         1     8
 2 b     B         2    10
 3 c     B         3     3
 4 d     A         4     8
 5 e     B         5     4
 6 f     A         6     8
 7 g     B         7     7
 8 h     B         8     6
 9 i     B         9     8
10 j     C        10     1
course.url <- "https://kinglab.eeb.lsa.umich.edu/480/data/"
read.csv(file.path(course.url,"energy_production.csv"),comment="#") -> energy

head(energy)

output

 year source           region       TJ
 1900   Coal Asia and Oceania 542522.6
 1901   Coal Asia and Oceania 612609.6
 1902   Coal Asia and Oceania 653338.2
 1903   Coal Asia and Oceania 694323.1
 1904   Coal Asia and Oceania 731250.6
 1905   Coal Asia and Oceania 780040.2
head(pivot_wider(energy,names_from=source,values_from=TJ))

output

# A tibble: 6 × 8
   year region              Coal   Gas Hydro Nuclear    Oil
  <int> <chr>              <dbl> <dbl> <dbl>   <dbl>  <dbl>
1  1900 Asia and Oceania 542523.    NA    NA      NA 23823.
2  1901 Asia and Oceania 612610.    NA    NA      NA 37262.
3  1902 Asia and Oceania 653338.    NA    NA      NA 29684.
4  1903 Asia and Oceania 694323.    NA    NA      NA 52628.
5  1904 Asia and Oceania 731251.    NA    NA      NA 64226.
6  1905 Asia and Oceania 780040.    NA    NA      NA 75781.
# ℹ 1 more variable: `Other Renewables` <dbl>

One can do a lot just with the ability to pivot.

unite and separate

unite() and separate() allow one to combine one or more columns into one, or to create two columns out of one.

unite(x,ab,a,b) -> z; z

output

   ab c  d
  a_1 B  8
  b_2 B 10
  c_3 B  3
  d_4 A  8
  e_5 B  4
  f_6 A  8
  g_7 B  7
  h_8 B  6
  i_9 B  8
 j_10 C  1
separate(z,ab,into=c("a","b"))

output

 a  b c  d
 a  1 B  8
 b  2 B 10
 c  3 B  3
 d  4 A  8
 e  5 B  4
 f  6 A  8
 g  7 B  7
 h  8 B  6
 i  9 B  8
 j 10 C  1
unite(energy,src_reg,source,region,sep="/") -> nrg
head(nrg)

output

 year               src_reg       TJ
 1900 Coal/Asia and Oceania 542522.6
 1901 Coal/Asia and Oceania 612609.6
 1902 Coal/Asia and Oceania 653338.2
 1903 Coal/Asia and Oceania 694323.1
 1904 Coal/Asia and Oceania 731250.6
 1905 Coal/Asia and Oceania 780040.2

Manipulating data with dplyr

dplyr implements a very powerful, flexible, and intuitive grammar for data manipulation. Once you get the hang of it, it’s also very easy to read. It takes a principled approach, which resembles a kind of “grammar”. The “nouns” are data frames. In the following, we describe the “verbs”. These are functions that perform operations on data.

dplyr verbs

The following are the basic functions for manipulating data using dplyr.

  • arrange() to sort a data frame,
  • filter() to subset data based on its values,
  • select() to select variables based on their names,
  • summarise() and reframe() to replace a data frame with another, using computations on the values of the first data frame,
  • mutate() and transmute() to modify a data frame by adding new variables, or modifying old ones,
  • rename() to change the names of variables.

arrange

arrange() sorts a data frame according to specifications.

library(dplyr)

arrange(x,a)

output

 a  b c  d
 a  1 B  8
 b  2 B 10
 c  3 B  3
 d  4 A  8
 e  5 B  4
 f  6 A  8
 g  7 B  7
 h  8 B  6
 i  9 B  8
 j 10 C  1
arrange(x,c)

output

 a  b c  d
 d  4 A  8
 f  6 A  8
 a  1 B  8
 b  2 B 10
 c  3 B  3
 e  5 B  4
 g  7 B  7
 h  8 B  6
 i  9 B  8
 j 10 C  1
arrange(x,c,b,a)

output

 a  b c  d
 d  4 A  8
 f  6 A  8
 a  1 B  8
 b  2 B 10
 c  3 B  3
 e  5 B  4
 g  7 B  7
 h  8 B  6
 i  9 B  8
 j 10 C  1
arrange(x,c,-b)

output

 a  b c  d
 f  6 A  8
 d  4 A  8
 i  9 B  8
 h  8 B  6
 g  7 B  7
 e  5 B  4
 c  3 B  3
 b  2 B 10
 a  1 B  8
 j 10 C  1
arrange(energy,year,region,source)

output

 year           source                    region
 1900             Coal                    Africa
 1900             Coal          Asia and Oceania
 1900              Oil          Asia and Oceania
 1900             Coal Central and South America
 1900            Hydro Central and South America
 1900              Oil Central and South America
 1900             Coal                   Eurasia
 1900              Oil                   Eurasia
 1900             Coal                    Europe
 1900            Hydro                    Europe
 1900              Oil                    Europe
 1900             Coal             North America
 1900              Gas             North America
 1900            Hydro             North America
 1900              Oil             North America
 1901             Coal                    Africa
 1901             Coal          Asia and Oceania
 1901              Oil          Asia and Oceania
 1901             Coal Central and South America
 1901            Hydro Central and South America
 1901              Oil Central and South America
 1901             Coal                   Eurasia
 1901              Oil                   Eurasia
 1901             Coal                    Europe
 1901            Hydro                    Europe
 1901              Oil                    Europe
 1901             Coal             North America
 1901              Gas             North America
 1901            Hydro             North America
 1901              Oil             North America
 1902             Coal                    Africa
 1902             Coal          Asia and Oceania
 1902              Oil          Asia and Oceania
 1902             Coal Central and South America
 1902              Oil Central and South America
 1902             Coal                   Eurasia
 1902              Oil                   Eurasia
 1902             Coal                    Europe
 1902            Hydro                    Europe
 1902              Oil                    Europe
 1902             Coal             North America
 1902              Gas             North America
 1902            Hydro             North America
 1902              Oil             North America
 1903             Coal                    Africa
 1903             Coal          Asia and Oceania
 1903              Oil          Asia and Oceania
 1903             Coal Central and South America
 1903              Oil Central and South America
 1903             Coal                   Eurasia
 1903              Oil                   Eurasia
 1903             Coal                    Europe
 1903            Hydro                    Europe
 1903              Oil                    Europe
 1903             Coal             North America
 1903              Gas             North America
 1903            Hydro             North America
 1903              Oil             North America
 1904             Coal                    Africa
 1904             Coal          Asia and Oceania
 1904              Oil          Asia and Oceania
 1904             Coal Central and South America
 1904              Oil Central and South America
 1904             Coal                   Eurasia
 1904              Oil                   Eurasia
 1904             Coal                    Europe
 1904            Hydro                    Europe
 1904              Oil                    Europe
 1904             Coal             North America
 1904              Gas             North America
 1904            Hydro             North America
 1904              Oil             North America
 1905             Coal                    Africa
 1905             Coal          Asia and Oceania
 1905              Oil          Asia and Oceania
 1905             Coal Central and South America
 1905            Hydro Central and South America
 1905              Oil Central and South America
 1905             Coal                   Eurasia
 1905              Oil                   Eurasia
 1905             Coal                    Europe
 1905            Hydro                    Europe
 1905              Oil                    Europe
 1905             Coal             North America
 1905              Gas             North America
 1905            Hydro             North America
 1905              Oil             North America
 1906             Coal                    Africa
 1906             Coal          Asia and Oceania
 1906              Oil          Asia and Oceania
 1906             Coal Central and South America
 1906            Hydro Central and South America
 1906              Oil Central and South America
 1906             Coal                   Eurasia
 1906              Oil                   Eurasia
 1906             Coal                    Europe
 1906            Hydro                    Europe
 1906              Oil                    Europe
 1906              Oil               Middle East
 1906             Coal             North America
 1906              Gas             North America
 1906            Hydro             North America
 1906              Oil             North America
 1907             Coal                    Africa
 1907             Coal          Asia and Oceania
 1907              Oil          Asia and Oceania
 1907             Coal Central and South America
 1907            Hydro Central and South America
 1907              Oil Central and South America
 1907             Coal                   Eurasia
 1907              Oil                   Eurasia
 1907             Coal                    Europe
 1907            Hydro                    Europe
 1907              Oil                    Europe
 1907             Coal             North America
 1907              Gas             North America
 1907            Hydro             North America
 1907              Oil             North America
 1908             Coal                    Africa
 1908             Coal          Asia and Oceania
 1908              Oil          Asia and Oceania
 1908             Coal Central and South America
 1908            Hydro Central and South America
 1908              Oil Central and South America
 1908             Coal                   Eurasia
 1908              Oil                   Eurasia
 1908             Coal                    Europe
 1908            Hydro                    Europe
 1908              Oil                    Europe
 1908             Coal             North America
 1908              Gas             North America
 1908            Hydro             North America
 1908              Oil             North America
 1909             Coal                    Africa
 1909             Coal          Asia and Oceania
 1909              Oil          Asia and Oceania
 1909             Coal Central and South America
 1909            Hydro Central and South America
 1909              Oil Central and South America
 1909             Coal                   Eurasia
 1909              Oil                   Eurasia
 1909             Coal                    Europe
 1909            Hydro                    Europe
 1909              Oil                    Europe
 1909             Coal             North America
 1909              Gas             North America
 1909            Hydro             North America
 1909              Oil             North America
 1910             Coal                    Africa
 1910             Coal          Asia and Oceania
 1910              Oil          Asia and Oceania
 1910             Coal Central and South America
 1910            Hydro Central and South America
 1910              Oil Central and South America
 1910             Coal                   Eurasia
 1910              Oil                   Eurasia
 1910             Coal                    Europe
 1910            Hydro                    Europe
 1910              Oil                    Europe
 1910             Coal             North America
 1910              Gas             North America
 1910            Hydro             North America
 1910              Oil             North America
 1911             Coal                    Africa
 1911              Oil                    Africa
 1911             Coal          Asia and Oceania
 1911              Oil          Asia and Oceania
 1911             Coal Central and South America
 1911            Hydro Central and South America
 1911              Oil Central and South America
 1911             Coal                   Eurasia
 1911              Oil                   Eurasia
 1911             Coal                    Europe
 1911            Hydro                    Europe
 1911              Oil                    Europe
 1911              Oil               Middle East
 1911             Coal             North America
 1911              Gas             North America
 1911            Hydro             North America
 1911              Oil             North America
 1912             Coal                    Africa
 1912              Oil                    Africa
 1912             Coal          Asia and Oceania
 1912              Oil          Asia and Oceania
 1912             Coal Central and South America
 1912              Oil Central and South America
 1912             Coal                   Eurasia
 1912              Oil                   Eurasia
 1912             Coal                    Europe
 1912            Hydro                    Europe
 1912              Oil                    Europe
 1912              Oil               Middle East
 1912             Coal             North America
 1912              Gas             North America
 1912            Hydro             North America
 1912              Oil             North America
 1913             Coal                    Africa
 1913              Oil                    Africa
 1913             Coal          Asia and Oceania
 1913              Oil          Asia and Oceania
 1913             Coal Central and South America
 1913            Hydro Central and South America
 1913              Oil Central and South America
 1913             Coal                   Eurasia
 1913            Hydro                   Eurasia
 1913              Oil                   Eurasia
 1913             Coal                    Europe
 1913            Hydro                    Europe
 1913              Oil                    Europe
 1913              Oil               Middle East
 1913             Coal             North America
 1913              Gas             North America
 1913            Hydro             North America
 1913              Oil             North America
 1914             Coal                    Africa
 1914              Oil                    Africa
 1914             Coal          Asia and Oceania
 1914            Hydro          Asia and Oceania
 1914              Oil          Asia and Oceania
 1914             Coal Central and South America
 1914            Hydro Central and South America
 1914              Oil Central and South America
 1914             Coal                   Eurasia
 1914              Oil                   Eurasia
 1914             Coal                    Europe
 1914            Hydro                    Europe
 1914              Oil                    Europe
 1914              Oil               Middle East
 1914             Coal             North America
 1914              Gas             North America
 1914            Hydro             North America
 1914              Oil             North America
 1915             Coal                    Africa
 1915              Oil                    Africa
 1915             Coal          Asia and Oceania
 1915            Hydro          Asia and Oceania
 1915              Oil          Asia and Oceania
 1915             Coal Central and South America
 1915            Hydro Central and South America
 1915              Oil Central and South America
 1915             Coal                   Eurasia
 1915              Oil                   Eurasia
 1915             Coal                    Europe
 1915            Hydro                    Europe
 1915              Oil                    Europe
 1915              Oil               Middle East
 1915             Coal             North America
 1915              Gas             North America
 1915            Hydro             North America
 1915              Oil             North America
 1916             Coal                    Africa
 1916              Oil                    Africa
 1916             Coal          Asia and Oceania
 1916            Hydro          Asia and Oceania
 1916              Oil          Asia and Oceania
 1916             Coal Central and South America
 1916            Hydro Central and South America
 1916              Oil Central and South America
 1916             Coal                   Eurasia
 1916              Oil                   Eurasia
 1916             Coal                    Europe
 1916            Hydro                    Europe
 1916              Oil                    Europe
 1916 Other Renewables                    Europe
 1916              Oil               Middle East
 1916             Coal             North America
 1916              Gas             North America
 1916            Hydro             North America
 1916              Oil             North America
 1917             Coal                    Africa
 1917              Oil                    Africa
 1917             Coal          Asia and Oceania
 1917            Hydro          Asia and Oceania
 1917              Oil          Asia and Oceania
 1917             Coal Central and South America
 1917            Hydro Central and South America
 1917              Oil Central and South America
 1917             Coal                   Eurasia
 1917              Oil                   Eurasia
 1917             Coal                    Europe
 1917            Hydro                    Europe
 1917              Oil                    Europe
 1917 Other Renewables                    Europe
 1917              Oil               Middle East
 1917             Coal             North America
 1917              Gas             North America
 1917            Hydro             North America
 1917              Oil             North America
 1918             Coal                    Africa
 1918              Oil                    Africa
 1918             Coal          Asia and Oceania
 1918            Hydro          Asia and Oceania
 1918              Oil          Asia and Oceania
 1918             Coal Central and South America
 1918            Hydro Central and South America
 1918              Oil Central and South America
 1918             Coal                   Eurasia
 1918              Oil                   Eurasia
 1918             Coal                    Europe
 1918            Hydro                    Europe
 1918              Oil                    Europe
 1918 Other Renewables                    Europe
 1918              Oil               Middle East
 1918             Coal             North America
 1918              Gas             North America
 1918            Hydro             North America
 1918              Oil             North America
 1919             Coal                    Africa
 1919              Oil                    Africa
 1919             Coal          Asia and Oceania
 1919            Hydro          Asia and Oceania
 1919              Oil          Asia and Oceania
 1919             Coal Central and South America
 1919            Hydro Central and South America
 1919              Oil Central and South America
 1919             Coal                   Eurasia
 1919              Oil                   Eurasia
 1919             Coal                    Europe
 1919            Hydro                    Europe
 1919              Oil                    Europe
 1919 Other Renewables                    Europe
 1919              Oil               Middle East
 1919             Coal             North America
 1919              Gas             North America
 1919            Hydro             North America
 1919              Oil             North America
 1920             Coal                    Africa
 1920              Oil                    Africa
 1920             Coal          Asia and Oceania
 1920            Hydro          Asia and Oceania
 1920              Oil          Asia and Oceania
 1920             Coal Central and South America
 1920            Hydro Central and South America
 1920              Oil Central and South America
 1920             Coal                   Eurasia
 1920              Oil                   Eurasia
 1920             Coal                    Europe
 1920            Hydro                    Europe
 1920              Oil                    Europe
 1920 Other Renewables                    Europe
 1920              Oil               Middle East
 1920             Coal             North America
 1920              Gas             North America
 1920            Hydro             North America
 1920              Oil             North America
 1921             Coal                    Africa
 1921              Oil                    Africa
 1921             Coal          Asia and Oceania
 1921            Hydro          Asia and Oceania
 1921              Oil          Asia and Oceania
 1921             Coal Central and South America
 1921            Hydro Central and South America
 1921              Oil Central and South America
 1921             Coal                   Eurasia
 1921            Hydro                   Eurasia
 1921              Oil                   Eurasia
 1921             Coal                    Europe
 1921            Hydro                    Europe
 1921              Oil                    Europe
 1921 Other Renewables                    Europe
 1921              Oil               Middle East
 1921             Coal             North America
 1921              Gas             North America
 1921            Hydro             North America
 1921              Oil             North America
 1922             Coal                    Africa
 1922              Oil                    Africa
 1922             Coal          Asia and Oceania
 1922              Gas          Asia and Oceania
 1922            Hydro          Asia and Oceania
 1922              Oil          Asia and Oceania
 1922             Coal Central and South America
 1922            Hydro Central and South America
 1922              Oil Central and South America
 1922             Coal                   Eurasia
 1922              Gas                   Eurasia
 1922            Hydro                   Eurasia
 1922              Oil                   Eurasia
 1922             Coal                    Europe
 1922              Gas                    Europe
 1922            Hydro                    Europe
 1922              Oil                    Europe
 1922 Other Renewables                    Europe
 1922              Oil               Middle East
 1922             Coal             North America
 1922              Gas             North America
 1922            Hydro             North America
 1922              Oil             North America
 1923             Coal                    Africa
 1923              Oil                    Africa
 1923             Coal          Asia and Oceania
 1923              Gas          Asia and Oceania
 1923            Hydro          Asia and Oceania
 1923              Oil          Asia and Oceania
 1923             Coal Central and South America
 1923            Hydro Central and South America
 1923              Oil Central and South America
 1923             Coal                   Eurasia
 1923              Gas                   Eurasia
 1923            Hydro                   Eurasia
 1923              Oil                   Eurasia
 1923             Coal                    Europe
 1923              Gas                    Europe
 1923            Hydro                    Europe
 1923              Oil                    Europe
 1923 Other Renewables                    Europe
 1923              Oil               Middle East
 1923             Coal             North America
 1923              Gas             North America
 1923            Hydro             North America
 1923              Oil             North America
 1924             Coal                    Africa
 1924              Oil                    Africa
 1924             Coal          Asia and Oceania
 1924              Gas          Asia and Oceania
 1924            Hydro          Asia and Oceania
 1924              Oil          Asia and Oceania
 1924             Coal Central and South America
 1924            Hydro Central and South America
 1924              Oil Central and South America
 1924             Coal                   Eurasia
 1924              Gas                   Eurasia
 1924            Hydro                   Eurasia
 1924              Oil                   Eurasia
 1924             Coal                    Europe
 1924              Gas                    Europe
 1924            Hydro                    Europe
 1924              Oil                    Europe
 1924 Other Renewables                    Europe
 1924              Oil               Middle East
 1924             Coal             North America
 1924              Gas             North America
 1924            Hydro             North America
 1924              Oil             North America
 1925             Coal                    Africa
 1925              Oil                    Africa
 1925             Coal          Asia and Oceania
 1925              Gas          Asia and Oceania
 1925            Hydro          Asia and Oceania
 1925              Oil          Asia and Oceania
 1925             Coal Central and South America
 1925            Hydro Central and South America
 1925              Oil Central and South America
 1925             Coal                   Eurasia
 1925              Gas                   Eurasia
 1925            Hydro                   Eurasia
 1925              Oil                   Eurasia
 1925             Coal                    Europe
 1925              Gas                    Europe
 1925            Hydro                    Europe
 1925              Oil                    Europe
 1925 Other Renewables                    Europe
 1925              Oil               Middle East
 1925             Coal             North America
 1925              Gas             North America
 1925            Hydro             North America
 1925              Oil             North America
 1926             Coal                    Africa
 1926              Oil                    Africa
 1926             Coal          Asia and Oceania
 1926              Gas          Asia and Oceania
 1926            Hydro          Asia and Oceania
 1926              Oil          Asia and Oceania
 1926             Coal Central and South America
 1926            Hydro Central and South America
 1926              Oil Central and South America
 1926             Coal                   Eurasia
 1926              Gas                   Eurasia
 1926            Hydro                   Eurasia
 1926              Oil                   Eurasia
 1926             Coal                    Europe
 1926              Gas                    Europe
 1926            Hydro                    Europe
 1926              Oil                    Europe
 1926 Other Renewables                    Europe
 1926              Oil               Middle East
 1926             Coal             North America
 1926              Gas             North America
 1926            Hydro             North America
 1926              Oil             North America
 1927             Coal                    Africa
 1927              Oil                    Africa
 1927             Coal          Asia and Oceania
 1927              Gas          Asia and Oceania
 1927            Hydro          Asia and Oceania
 1927              Oil          Asia and Oceania
 1927             Coal Central and South America
 1927            Hydro Central and South America
 1927              Oil Central and South America
 1927             Coal                   Eurasia
 1927              Gas                   Eurasia
 1927            Hydro                   Eurasia
 1927              Oil                   Eurasia
 1927             Coal                    Europe
 1927              Gas                    Europe
 1927            Hydro                    Europe
 1927              Oil                    Europe
 1927 Other Renewables                    Europe
 1927              Oil               Middle East
 1927             Coal             North America
 1927              Gas             North America
 1927            Hydro             North America
 1927              Oil             North America
 1928             Coal                    Africa
 1928              Oil                    Africa
 1928             Coal          Asia and Oceania
 1928              Gas          Asia and Oceania
 1928            Hydro          Asia and Oceania
 1928              Oil          Asia and Oceania
 1928             Coal Central and South America
 1928            Hydro Central and South America
 1928              Oil Central and South America
 1928             Coal                   Eurasia
 1928              Gas                   Eurasia
 1928            Hydro                   Eurasia
 1928              Oil                   Eurasia
 1928             Coal                    Europe
 1928              Gas                    Europe
 1928            Hydro                    Europe
 1928              Oil                    Europe
 1928 Other Renewables                    Europe
 1928              Oil               Middle East
 1928             Coal             North America
 1928              Gas             North America
 1928            Hydro             North America
 1928              Oil             North America
 1929             Coal                    Africa
 1929            Hydro                    Africa
 1929              Oil                    Africa
 1929             Coal          Asia and Oceania
 1929              Gas          Asia and Oceania
 1929            Hydro          Asia and Oceania
 1929              Oil          Asia and Oceania
 1929             Coal Central and South America
 1929              Gas Central and South America
 1929            Hydro Central and South America
 1929              Oil Central and South America
 1929             Coal                   Eurasia
 1929              Gas                   Eurasia
 1929            Hydro                   Eurasia
 1929              Oil                   Eurasia
 1929             Coal                    Europe
 1929              Gas                    Europe
 1929            Hydro                    Europe
 1929              Oil                    Europe
 1929 Other Renewables                    Europe
 1929              Oil               Middle East
 1929             Coal             North America
 1929              Gas             North America
 1929            Hydro             North America
 1929              Oil             North America
 1930             Coal                    Africa
 1930            Hydro                    Africa
 1930              Oil                    Africa
 1930             Coal          Asia and Oceania
 1930              Gas          Asia and Oceania
 1930            Hydro          Asia and Oceania
 1930              Oil          Asia and Oceania
 1930             Coal Central and South America
 1930              Gas Central and South America
 1930            Hydro Central and South America
 1930              Oil Central and South America
 1930             Coal                   Eurasia
 1930              Gas                   Eurasia
 1930            Hydro                   Eurasia
 1930              Oil                   Eurasia
 1930             Coal                    Europe
 1930              Gas                    Europe
 1930            Hydro                    Europe
 1930              Oil                    Europe
 1930 Other Renewables                    Europe
 1930              Oil               Middle East
 1930             Coal             North America
 1930              Gas             North America
 1930            Hydro             North America
 1930              Oil             North America
 1931             Coal                    Africa
 1931            Hydro                    Africa
 1931              Oil                    Africa
 1931             Coal          Asia and Oceania
 1931              Gas          Asia and Oceania
 1931            Hydro          Asia and Oceania
 1931              Oil          Asia and Oceania
 1931             Coal Central and South America
 1931              Gas Central and South America
 1931            Hydro Central and South America
 1931              Oil Central and South America
 1931             Coal                   Eurasia
 1931              Gas                   Eurasia
 1931            Hydro                   Eurasia
 1931              Oil                   Eurasia
 1931             Coal                    Europe
 1931              Gas                    Europe
 1931            Hydro                    Europe
 1931              Oil                    Europe
 1931 Other Renewables                    Europe
 1931              Oil               Middle East
 1931             Coal             North America
 1931              Gas             North America
 1931            Hydro             North America
 1931              Oil             North America
 1932             Coal                    Africa
 1932            Hydro                    Africa
 1932              Oil                    Africa
 1932             Coal          Asia and Oceania
 1932              Gas          Asia and Oceania
 1932            Hydro          Asia and Oceania
 1932              Oil          Asia and Oceania
 1932             Coal Central and South America
 1932              Gas Central and South America
 1932            Hydro Central and South America
 1932              Oil Central and South America
 1932             Coal                   Eurasia
 1932              Gas                   Eurasia
 1932            Hydro                   Eurasia
 1932              Oil                   Eurasia
 1932             Coal                    Europe
 1932              Gas                    Europe
 1932            Hydro                    Europe
 1932              Oil                    Europe
 1932 Other Renewables                    Europe
 1932              Oil               Middle East
 1932             Coal             North America
 1932              Gas             North America
 1932            Hydro             North America
 1932              Oil             North America
 1933             Coal                    Africa
 1933            Hydro                    Africa
 1933              Oil                    Africa
 1933             Coal          Asia and Oceania
 1933              Gas          Asia and Oceania
 1933            Hydro          Asia and Oceania
 1933              Oil          Asia and Oceania
 1933             Coal Central and South America
 1933              Gas Central and South America
 1933            Hydro Central and South America
 1933              Oil Central and South America
 1933             Coal                   Eurasia
 1933              Gas                   Eurasia
 1933            Hydro                   Eurasia
 1933              Oil                   Eurasia
 1933             Coal                    Europe
 1933              Gas                    Europe
 1933            Hydro                    Europe
 1933              Oil                    Europe
 1933 Other Renewables                    Europe
 1933              Oil               Middle East
 1933             Coal             North America
 1933              Gas             North America
 1933            Hydro             North America
 1933              Oil             North America
 1934             Coal                    Africa
 1934            Hydro                    Africa
 1934              Oil                    Africa
 1934             Coal          Asia and Oceania
 1934              Gas          Asia and Oceania
 1934            Hydro          Asia and Oceania
 1934              Oil          Asia and Oceania
 1934             Coal Central and South America
 1934              Gas Central and South America
 1934            Hydro Central and South America
 1934              Oil Central and South America
 1934             Coal                   Eurasia
 1934              Gas                   Eurasia
 1934            Hydro                   Eurasia
 1934              Oil                   Eurasia
 1934             Coal                    Europe
 1934              Gas                    Europe
 1934            Hydro                    Europe
 1934              Oil                    Europe
 1934 Other Renewables                    Europe
 1934              Oil               Middle East
 1934             Coal             North America
 1934              Gas             North America
 1934            Hydro             North America
 1934              Oil             North America
 1935             Coal                    Africa
 1935            Hydro                    Africa
 1935              Oil                    Africa
 1935             Coal          Asia and Oceania
 1935              Gas          Asia and Oceania
 1935            Hydro          Asia and Oceania
 1935              Oil          Asia and Oceania
 1935             Coal Central and South America
 1935              Gas Central and South America
 1935            Hydro Central and South America
 1935              Oil Central and South America
 1935             Coal                   Eurasia
 1935              Gas                   Eurasia
 1935            Hydro                   Eurasia
 1935              Oil                   Eurasia
 1935             Coal                    Europe
 1935              Gas                    Europe
 1935            Hydro                    Europe
 1935              Oil                    Europe
 1935 Other Renewables                    Europe
 1935              Oil               Middle East
 1935             Coal             North America
 1935              Gas             North America
 1935            Hydro             North America
 1935              Oil             North America
 1936             Coal                    Africa
 1936            Hydro                    Africa
 1936              Oil                    Africa
 1936             Coal          Asia and Oceania
 1936              Gas          Asia and Oceania
 1936            Hydro          Asia and Oceania
 1936              Oil          Asia and Oceania
 1936             Coal Central and South America
 1936              Gas Central and South America
 1936            Hydro Central and South America
 1936              Oil Central and South America
 1936             Coal                   Eurasia
 1936              Gas                   Eurasia
 1936            Hydro                   Eurasia
 1936              Oil                   Eurasia
 1936             Coal                    Europe
 1936              Gas                    Europe
 1936            Hydro                    Europe
 1936              Oil                    Europe
 1936 Other Renewables                    Europe
 1936              Oil               Middle East
 1936             Coal             North America
 1936              Gas             North America
 1936            Hydro             North America
 1936              Oil             North America
 1937             Coal                    Africa
 1937            Hydro                    Africa
 1937              Oil                    Africa
 1937             Coal          Asia and Oceania
 1937              Gas          Asia and Oceania
 1937            Hydro          Asia and Oceania
 1937              Oil          Asia and Oceania
 1937             Coal Central and South America
 1937              Gas Central and South America
 1937            Hydro Central and South America
 1937              Oil Central and South America
 1937             Coal                   Eurasia
 1937              Gas                   Eurasia
 1937            Hydro                   Eurasia
 1937              Oil                   Eurasia
 1937             Coal                    Europe
 1937              Gas                    Europe
 1937            Hydro                    Europe
 1937              Oil                    Europe
 1937 Other Renewables                    Europe
 1937            Hydro               Middle East
 1937              Oil               Middle East
 1937             Coal             North America
 1937              Gas             North America
 1937            Hydro             North America
 1937              Oil             North America
 1938             Coal                    Africa
 1938            Hydro                    Africa
 1938              Oil                    Africa
 1938             Coal          Asia and Oceania
 1938              Gas          Asia and Oceania
 1938            Hydro          Asia and Oceania
 1938              Oil          Asia and Oceania
 1938             Coal Central and South America
 1938              Gas Central and South America
 1938            Hydro Central and South America
 1938              Oil Central and South America
 1938             Coal                   Eurasia
 1938              Gas                   Eurasia
 1938            Hydro                   Eurasia
 1938              Oil                   Eurasia
 1938             Coal                    Europe
 1938              Gas                    Europe
 1938            Hydro                    Europe
 1938              Oil                    Europe
 1938 Other Renewables                    Europe
 1938              Oil               Middle East
 1938             Coal             North America
 1938              Gas             North America
 1938            Hydro             North America
 1938              Oil             North America
 1939             Coal                    Africa
 1939            Hydro                    Africa
 1939              Oil                    Africa
 1939             Coal          Asia and Oceania
 1939              Gas          Asia and Oceania
 1939            Hydro          Asia and Oceania
 1939              Oil          Asia and Oceania
 1939             Coal Central and South America
 1939              Gas Central and South America
 1939            Hydro Central and South America
 1939              Oil Central and South America
 1939             Coal                   Eurasia
 1939              Gas                   Eurasia
 1939            Hydro                   Eurasia
 1939              Oil                   Eurasia
 1939             Coal                    Europe
 1939              Gas                    Europe
 1939            Hydro                    Europe
 1939              Oil                    Europe
 1939 Other Renewables                    Europe
 1939             Coal               Middle East
 1939              Oil               Middle East
 1939             Coal             North America
 1939              Gas             North America
 1939            Hydro             North America
 1939              Oil             North America
 1940             Coal                    Africa
 1940            Hydro                    Africa
 1940              Oil                    Africa
 1940             Coal          Asia and Oceania
 1940              Gas          Asia and Oceania
 1940            Hydro          Asia and Oceania
 1940              Oil          Asia and Oceania
 1940             Coal Central and South America
 1940              Gas Central and South America
 1940            Hydro Central and South America
 1940              Oil Central and South America
 1940             Coal                   Eurasia
 1940              Gas                   Eurasia
 1940            Hydro                   Eurasia
 1940              Oil                   Eurasia
 1940             Coal                    Europe
 1940              Gas                    Europe
 1940            Hydro                    Europe
 1940              Oil                    Europe
 1940 Other Renewables                    Europe
 1940             Coal               Middle East
 1940              Oil               Middle East
 1940             Coal             North America
 1940              Gas             North America
 1940            Hydro             North America
 1940              Oil             North America
 1941             Coal                    Africa
 1941            Hydro                    Africa
 1941              Oil                    Africa
 1941             Coal          Asia and Oceania
 1941              Gas          Asia and Oceania
 1941            Hydro          Asia and Oceania
 1941              Oil          Asia and Oceania
 1941             Coal Central and South America
 1941              Gas Central and South America
 1941            Hydro Central and South America
 1941              Oil Central and South America
 1941             Coal                   Eurasia
 1941              Gas                   Eurasia
 1941              Oil                   Eurasia
 1941             Coal                    Europe
 1941              Gas                    Europe
 1941            Hydro                    Europe
 1941              Oil                    Europe
 1941 Other Renewables                    Europe
 1941             Coal               Middle East
 1941              Oil               Middle East
 1941             Coal             North America
 1941              Gas             North America
 1941            Hydro             North America
 1941              Oil             North America
 1942             Coal                    Africa
 1942            Hydro                    Africa
 1942              Oil                    Africa
 1942             Coal          Asia and Oceania
 1942              Gas          Asia and Oceania
 1942            Hydro          Asia and Oceania
 1942              Oil          Asia and Oceania
 1942             Coal Central and South America
 1942              Gas Central and South America
 1942            Hydro Central and South America
 1942              Oil Central and South America
 1942             Coal                   Eurasia
 1942              Gas                   Eurasia
 1942              Oil                   Eurasia
 1942             Coal                    Europe
 1942              Gas                    Europe
 1942            Hydro                    Europe
 1942              Oil                    Europe
 1942 Other Renewables                    Europe
 1942             Coal               Middle East
 1942              Oil               Middle East
 1942             Coal             North America
 1942              Gas             North America
 1942            Hydro             North America
 1942              Oil             North America
 1943             Coal                    Africa
 1943            Hydro                    Africa
 1943              Oil                    Africa
 1943             Coal          Asia and Oceania
 1943              Gas          Asia and Oceania
 1943            Hydro          Asia and Oceania
 1943              Oil          Asia and Oceania
 1943             Coal Central and South America
 1943              Gas Central and South America
 1943            Hydro Central and South America
 1943              Oil Central and South America
 1943             Coal                   Eurasia
 1943              Gas                   Eurasia
 1943              Oil                   Eurasia
 1943             Coal                    Europe
 1943              Gas                    Europe
 1943            Hydro                    Europe
 1943              Oil                    Europe
 1943 Other Renewables                    Europe
 1943             Coal               Middle East
 1943              Oil               Middle East
 1943             Coal             North America
 1943              Gas             North America
 1943            Hydro             North America
 1943              Oil             North America
 1944             Coal                    Africa
 1944            Hydro                    Africa
 1944              Oil                    Africa
 1944             Coal          Asia and Oceania
 1944              Gas          Asia and Oceania
 1944            Hydro          Asia and Oceania
 1944              Oil          Asia and Oceania
 1944             Coal Central and South America
 1944              Gas Central and South America
 1944            Hydro Central and South America
 1944              Oil Central and South America
 1944             Coal                   Eurasia
 1944              Gas                   Eurasia
 1944              Oil                   Eurasia
 1944             Coal                    Europe
 1944              Gas                    Europe
 1944            Hydro                    Europe
 1944              Oil                    Europe
 1944 Other Renewables                    Europe
 1944             Coal               Middle East
 1944              Oil               Middle East
 1944             Coal             North America
 1944              Gas             North America
 1944            Hydro             North America
 1944              Oil             North America
 1945             Coal                    Africa
 1945            Hydro                    Africa
 1945              Oil                    Africa
 1945             Coal          Asia and Oceania
 1945              Gas          Asia and Oceania
 1945            Hydro          Asia and Oceania
 1945              Oil          Asia and Oceania
 1945             Coal Central and South America
 1945              Gas Central and South America
 1945            Hydro Central and South America
 1945              Oil Central and South America
 1945             Coal                   Eurasia
 1945              Gas                   Eurasia
 1945            Hydro                   Eurasia
 1945              Oil                   Eurasia
 1945             Coal                    Europe
 1945              Gas                    Europe
 1945            Hydro                    Europe
 1945              Oil                    Europe
 1945 Other Renewables                    Europe
 1945             Coal               Middle East
 1945              Oil               Middle East
 1945             Coal             North America
 1945              Gas             North America
 1945            Hydro             North America
 1945              Oil             North America
 1946             Coal                    Africa
 1946              Gas                    Africa
 1946            Hydro                    Africa
 1946              Oil                    Africa
 1946             Coal          Asia and Oceania
 1946              Gas          Asia and Oceania
 1946            Hydro          Asia and Oceania
 1946              Oil          Asia and Oceania
 1946             Coal Central and South America
 1946              Gas Central and South America
 1946            Hydro Central and South America
 1946              Oil Central and South America
 1946             Coal                   Eurasia
 1946              Gas                   Eurasia
 1946            Hydro                   Eurasia
 1946              Oil                   Eurasia
 1946             Coal                    Europe
 1946              Gas                    Europe
 1946            Hydro                    Europe
 1946              Oil                    Europe
 1946 Other Renewables                    Europe
 1946             Coal               Middle East
 1946              Oil               Middle East
 1946             Coal             North America
 1946              Gas             North America
 1946            Hydro             North America
 1946              Oil             North America
 1947             Coal                    Africa
 1947              Gas                    Africa
 1947            Hydro                    Africa
 1947              Oil                    Africa
 1947             Coal          Asia and Oceania
 1947              Gas          Asia and Oceania
 1947            Hydro          Asia and Oceania
 1947              Oil          Asia and Oceania
 1947             Coal Central and South America
 1947              Gas Central and South America
 1947            Hydro Central and South America
 1947              Oil Central and South America
 1947             Coal                   Eurasia
 1947              Gas                   Eurasia
 1947            Hydro                   Eurasia
 1947              Oil                   Eurasia
 1947             Coal                    Europe
 1947              Gas                    Europe
 1947            Hydro                    Europe
 1947              Oil                    Europe
 1947 Other Renewables                    Europe
 1947             Coal               Middle East
 1947              Oil               Middle East
 1947             Coal             North America
 1947              Gas             North America
 1947            Hydro             North America
 1947              Oil             North America
 1948             Coal                    Africa
 1948              Gas                    Africa
 1948              Oil                    Africa
 1948             Coal          Asia and Oceania
 1948              Gas          Asia and Oceania
 1948            Hydro          Asia and Oceania
 1948              Oil          Asia and Oceania
 1948             Coal Central and South America
 1948              Gas Central and South America
 1948            Hydro Central and South America
 1948              Oil Central and South America
 1948             Coal                   Eurasia
 1948              Gas                   Eurasia
 1948            Hydro                   Eurasia
 1948              Oil                   Eurasia
 1948             Coal                    Europe
 1948              Gas                    Europe
 1948            Hydro                    Europe
 1948              Oil                    Europe
 1948 Other Renewables                    Europe
 1948             Coal               Middle East
 1948            Hydro               Middle East
 1948              Oil               Middle East
 1948             Coal             North America
 1948              Gas             North America
 1948            Hydro             North America
 1948              Oil             North America
 1949             Coal                    Africa
 1949              Gas                    Africa
 1949            Hydro                    Africa
 1949              Oil                    Africa
 1949             Coal          Asia and Oceania
 1949              Gas          Asia and Oceania
 1949            Hydro          Asia and Oceania
 1949              Oil          Asia and Oceania
 1949             Coal Central and South America
 1949              Gas Central and South America
 1949            Hydro Central and South America
 1949              Oil Central and South America
 1949             Coal                   Eurasia
 1949              Gas                   Eurasia
 1949            Hydro                   Eurasia
 1949              Oil                   Eurasia
 1949             Coal                    Europe
 1949              Gas                    Europe
 1949            Hydro                    Europe
 1949              Oil                    Europe
 1949 Other Renewables                    Europe
 1949             Coal               Middle East
 1949            Hydro               Middle East
 1949              Oil               Middle East
 1949             Coal             North America
 1949              Gas             North America
 1949            Hydro             North America
 1949              Oil             North America
 1950             Coal                    Africa
 1950              Gas                    Africa
 1950            Hydro                    Africa
 1950              Oil                    Africa
 1950             Coal          Asia and Oceania
 1950              Gas          Asia and Oceania
 1950            Hydro          Asia and Oceania
 1950              Oil          Asia and Oceania
 1950             Coal Central and South America
 1950              Gas Central and South America
 1950            Hydro Central and South America
 1950              Oil Central and South America
 1950             Coal                   Eurasia
 1950              Gas                   Eurasia
 1950            Hydro                   Eurasia
 1950              Oil                   Eurasia
 1950             Coal                    Europe
 1950              Gas                    Europe
 1950            Hydro                    Europe
 1950              Oil                    Europe
 1950 Other Renewables                    Europe
 1950             Coal               Middle East
 1950            Hydro               Middle East
 1950              Oil               Middle East
 1950             Coal             North America
 1950              Gas             North America
 1950            Hydro             North America
 1950              Oil             North America
 1951             Coal                    Africa
 1951              Gas                    Africa
 1951            Hydro                    Africa
 1951              Oil                    Africa
 1951             Coal          Asia and Oceania
 1951              Gas          Asia and Oceania
 1951            Hydro          Asia and Oceania
 1951              Oil          Asia and Oceania
 1951             Coal Central and South America
 1951              Gas Central and South America
 1951            Hydro Central and South America
 1951              Oil Central and South America
 1951             Coal                   Eurasia
 1951              Gas                   Eurasia
 1951            Hydro                   Eurasia
 1951              Oil                   Eurasia
 1951             Coal                    Europe
 1951              Gas                    Europe
 1951            Hydro                    Europe
 1951              Oil                    Europe
 1951 Other Renewables                    Europe
 1951             Coal               Middle East
 1951            Hydro               Middle East
 1951              Oil               Middle East
 1951             Coal             North America
 1951              Gas             North America
 1951            Hydro             North America
 1951              Oil             North America
 1952             Coal                    Africa
 1952              Gas                    Africa
 1952            Hydro                    Africa
 1952              Oil                    Africa
 1952             Coal          Asia and Oceania
 1952              Gas          Asia and Oceania
 1952            Hydro          Asia and Oceania
 1952              Oil          Asia and Oceania
 1952             Coal Central and South America
 1952              Gas Central and South America
 1952            Hydro Central and South America
 1952              Oil Central and South America
 1952             Coal                   Eurasia
 1952              Gas                   Eurasia
 1952            Hydro                   Eurasia
 1952              Oil                   Eurasia
 1952             Coal                    Europe
 1952              Gas                    Europe
 1952            Hydro                    Europe
 1952              Oil                    Europe
 1952 Other Renewables                    Europe
 1952             Coal               Middle East
 1952            Hydro               Middle East
 1952              Oil               Middle East
 1952             Coal             North America
 1952              Gas             North America
 1952            Hydro             North America
 1952              Oil             North America
 1953             Coal                    Africa
 1953              Gas                    Africa
 1953            Hydro                    Africa
 1953              Oil                    Africa
 1953             Coal          Asia and Oceania
 1953              Gas          Asia and Oceania
 1953            Hydro          Asia and Oceania
 1953              Oil          Asia and Oceania
 1953             Coal Central and South America
 1953              Gas Central and South America
 1953            Hydro Central and South America
 1953              Oil Central and South America
 1953             Coal                   Eurasia
 1953              Gas                   Eurasia
 1953            Hydro                   Eurasia
 1953              Oil                   Eurasia
 1953             Coal                    Europe
 1953              Gas                    Europe
 1953            Hydro                    Europe
 1953              Oil                    Europe
 1953 Other Renewables                    Europe
 1953             Coal               Middle East
 1953            Hydro               Middle East
 1953              Oil               Middle East
 1953             Coal             North America
 1953              Gas             North America
 1953            Hydro             North America
 1953              Oil             North America
 1954             Coal                    Africa
 1954              Gas                    Africa
 1954            Hydro                    Africa
 1954              Oil                    Africa
 1954             Coal          Asia and Oceania
 1954              Gas          Asia and Oceania
 1954            Hydro          Asia and Oceania
 1954              Oil          Asia and Oceania
 1954             Coal Central and South America
 1954              Gas Central and South America
 1954            Hydro Central and South America
 1954              Oil Central and South America
 1954             Coal                   Eurasia
 1954              Gas                   Eurasia
 1954            Hydro                   Eurasia
 1954              Oil                   Eurasia
 1954             Coal                    Europe
 1954              Gas                    Europe
 1954            Hydro                    Europe
 1954              Oil                    Europe
 1954 Other Renewables                    Europe
 1954             Coal               Middle East
 1954            Hydro               Middle East
 1954              Oil               Middle East
 1954             Coal             North America
 1954              Gas             North America
 1954            Hydro             North America
 1954              Oil             North America
 1955             Coal                    Africa
 1955              Gas                    Africa
 1955            Hydro                    Africa
 1955              Oil                    Africa
 1955             Coal          Asia and Oceania
 1955              Gas          Asia and Oceania
 1955            Hydro          Asia and Oceania
 1955              Oil          Asia and Oceania
 1955             Coal Central and South America
 1955              Gas Central and South America
 1955            Hydro Central and South America
 1955              Oil Central and South America
 1955             Coal                   Eurasia
 1955              Gas                   Eurasia
 1955            Hydro                   Eurasia
 1955              Oil                   Eurasia
 1955             Coal                    Europe
 1955              Gas                    Europe
 1955            Hydro                    Europe
 1955              Oil                    Europe
 1955 Other Renewables                    Europe
 1955             Coal               Middle East
 1955              Gas               Middle East
 1955            Hydro               Middle East
 1955              Oil               Middle East
 1955             Coal             North America
 1955              Gas             North America
 1955            Hydro             North America
 1955              Oil             North America
 1956             Coal                    Africa
 1956              Gas                    Africa
 1956            Hydro                    Africa
 1956              Oil                    Africa
 1956             Coal          Asia and Oceania
 1956              Gas          Asia and Oceania
 1956            Hydro          Asia and Oceania
 1956              Oil          Asia and Oceania
 1956             Coal Central and South America
 1956              Gas Central and South America
 1956            Hydro Central and South America
 1956              Oil Central and South America
 1956             Coal                   Eurasia
 1956              Gas                   Eurasia
 1956            Hydro                   Eurasia
 1956              Oil                   Eurasia
 1956             Coal                    Europe
 1956              Gas                    Europe
 1956            Hydro                    Europe
 1956          Nuclear                    Europe
 1956              Oil                    Europe
 1956 Other Renewables                    Europe
 1956             Coal               Middle East
 1956              Gas               Middle East
 1956            Hydro               Middle East
 1956              Oil               Middle East
 1956             Coal             North America
 1956              Gas             North America
 1956            Hydro             North America
 1956              Oil             North America
 1957             Coal                    Africa
 1957              Gas                    Africa
 1957            Hydro                    Africa
 1957              Oil                    Africa
 1957             Coal          Asia and Oceania
 1957              Gas          Asia and Oceania
 1957            Hydro          Asia and Oceania
 1957              Oil          Asia and Oceania
 1957             Coal Central and South America
 1957              Gas Central and South America
 1957            Hydro Central and South America
 1957              Oil Central and South America
 1957             Coal                   Eurasia
 1957              Gas                   Eurasia
 1957            Hydro                   Eurasia
 1957              Oil                   Eurasia
 1957             Coal                    Europe
 1957              Gas                    Europe
 1957            Hydro                    Europe
 1957          Nuclear                    Europe
 1957              Oil                    Europe
 1957 Other Renewables                    Europe
 1957             Coal               Middle East
 1957              Gas               Middle East
 1957            Hydro               Middle East
 1957              Oil               Middle East
 1957             Coal             North America
 1957              Gas             North America
 1957            Hydro             North America
 1957          Nuclear             North America
 1957              Oil             North America
 1958             Coal                    Africa
 1958              Gas                    Africa
 1958            Hydro                    Africa
 1958              Oil                    Africa
 1958             Coal          Asia and Oceania
 1958              Gas          Asia and Oceania
 1958            Hydro          Asia and Oceania
 1958              Oil          Asia and Oceania
 1958             Coal Central and South America
 1958              Gas Central and South America
 1958            Hydro Central and South America
 1958              Oil Central and South America
 1958             Coal                   Eurasia
 1958              Gas                   Eurasia
 1958            Hydro                   Eurasia
 1958              Oil                   Eurasia
 1958             Coal                    Europe
 1958              Gas                    Europe
 1958            Hydro                    Europe
 1958          Nuclear                    Europe
 1958              Oil                    Europe
 1958 Other Renewables                    Europe
 1958             Coal               Middle East
 1958              Gas               Middle East
 1958            Hydro               Middle East
 1958              Oil               Middle East
 1958             Coal             North America
 1958              Gas             North America
 1958            Hydro             North America
 1958          Nuclear             North America
 1958              Oil             North America
 1959             Coal                    Africa
 1959              Gas                    Africa
 1959            Hydro                    Africa
 1959              Oil                    Africa
 1959             Coal          Asia and Oceania
 1959              Gas          Asia and Oceania
 1959            Hydro          Asia and Oceania
 1959              Oil          Asia and Oceania
 1959 Other Renewables          Asia and Oceania
 1959             Coal Central and South America
 1959              Gas Central and South America
 1959            Hydro Central and South America
 1959              Oil Central and South America
 1959             Coal                   Eurasia
 1959              Gas                   Eurasia
 1959            Hydro                   Eurasia
 1959              Oil                   Eurasia
 1959             Coal                    Europe
 1959              Gas                    Europe
 1959            Hydro                    Europe
 1959          Nuclear                    Europe
 1959              Oil                    Europe
 1959 Other Renewables                    Europe
 1959             Coal               Middle East
 1959              Gas               Middle East
 1959            Hydro               Middle East
 1959              Oil               Middle East
 1959             Coal             North America
 1959              Gas             North America
 1959            Hydro             North America
 1959          Nuclear             North America
 1959              Oil             North America
 1960             Coal                    Africa
 1960              Gas                    Africa
 1960            Hydro                    Africa
 1960              Oil                    Africa
 1960             Coal          Asia and Oceania
 1960              Gas          Asia and Oceania
 1960            Hydro          Asia and Oceania
 1960              Oil          Asia and Oceania
 1960 Other Renewables          Asia and Oceania
 1960             Coal Central and South America
 1960              Gas Central and South America
 1960            Hydro Central and South America
 1960              Oil Central and South America
 1960             Coal                   Eurasia
 1960              Gas                   Eurasia
 1960            Hydro                   Eurasia
 1960              Oil                   Eurasia
 1960             Coal                    Europe
 1960              Gas                    Europe
 1960            Hydro                    Europe
 1960          Nuclear                    Europe
 1960              Oil                    Europe
 1960 Other Renewables                    Europe
 1960             Coal               Middle East
 1960              Gas               Middle East
 1960            Hydro               Middle East
 1960              Oil               Middle East
 1960             Coal             North America
 1960              Gas             North America
 1960            Hydro             North America
 1960          Nuclear             North America
 1960              Oil             North America
 1960 Other Renewables             North America
 1961             Coal                    Africa
 1961              Gas                    Africa
 1961            Hydro                    Africa
 1961              Oil                    Africa
 1961             Coal          Asia and Oceania
 1961              Gas          Asia and Oceania
 1961            Hydro          Asia and Oceania
 1961              Oil          Asia and Oceania
 1961 Other Renewables          Asia and Oceania
 1961             Coal Central and South America
 1961              Gas Central and South America
 1961            Hydro Central and South America
 1961              Oil Central and South America
 1961             Coal                   Eurasia
 1961              Gas                   Eurasia
 1961            Hydro                   Eurasia
 1961              Oil                   Eurasia
 1961             Coal                    Europe
 1961              Gas                    Europe
 1961            Hydro                    Europe
 1961          Nuclear                    Europe
 1961              Oil                    Europe
 1961 Other Renewables                    Europe
 1961             Coal               Middle East
 1961              Gas               Middle East
 1961            Hydro               Middle East
 1961              Oil               Middle East
 1961             Coal             North America
 1961              Gas             North America
 1961            Hydro             North America
 1961          Nuclear             North America
 1961              Oil             North America
 1961 Other Renewables             North America
 1962             Coal                    Africa
 1962              Gas                    Africa
 1962            Hydro                    Africa
 1962              Oil                    Africa
 1962             Coal          Asia and Oceania
 1962              Gas          Asia and Oceania
 1962            Hydro          Asia and Oceania
 1962              Oil          Asia and Oceania
 1962 Other Renewables          Asia and Oceania
 1962             Coal Central and South America
 1962              Gas Central and South America
 1962            Hydro Central and South America
 1962              Oil Central and South America
 1962             Coal                   Eurasia
 1962              Gas                   Eurasia
 1962            Hydro                   Eurasia
 1962              Oil                   Eurasia
 1962             Coal                    Europe
 1962              Gas                    Europe
 1962            Hydro                    Europe
 1962          Nuclear                    Europe
 1962              Oil                    Europe
 1962 Other Renewables                    Europe
 1962             Coal               Middle East
 1962              Gas               Middle East
 1962            Hydro               Middle East
 1962              Oil               Middle East
 1962             Coal             North America
 1962              Gas             North America
 1962            Hydro             North America
 1962          Nuclear             North America
 1962              Oil             North America
 1962 Other Renewables             North America
 1963             Coal                    Africa
 1963              Gas                    Africa
 1963            Hydro                    Africa
 1963              Oil                    Africa
 1963             Coal          Asia and Oceania
 1963              Gas          Asia and Oceania
 1963            Hydro          Asia and Oceania
 1963          Nuclear          Asia and Oceania
 1963              Oil          Asia and Oceania
 1963 Other Renewables          Asia and Oceania
 1963             Coal Central and South America
 1963              Gas Central and South America
 1963            Hydro Central and South America
 1963              Oil Central and South America
 1963             Coal                   Eurasia
 1963              Gas                   Eurasia
 1963            Hydro                   Eurasia
 1963              Oil                   Eurasia
 1963             Coal                    Europe
 1963              Gas                    Europe
 1963            Hydro                    Europe
 1963          Nuclear                    Europe
 1963              Oil                    Europe
 1963 Other Renewables                    Europe
 1963             Coal               Middle East
 1963              Gas               Middle East
 1963            Hydro               Middle East
 1963              Oil               Middle East
 1963             Coal             North America
 1963              Gas             North America
 1963            Hydro             North America
 1963          Nuclear             North America
 1963              Oil             North America
 1963 Other Renewables             North America
 1964             Coal                    Africa
 1964              Gas                    Africa
 1964            Hydro                    Africa
 1964              Oil                    Africa
 1964             Coal          Asia and Oceania
 1964              Gas          Asia and Oceania
 1964            Hydro          Asia and Oceania
 1964          Nuclear          Asia and Oceania
 1964              Oil          Asia and Oceania
 1964 Other Renewables          Asia and Oceania
 1964             Coal Central and South America
 1964              Gas Central and South America
 1964            Hydro Central and South America
 1964              Oil Central and South America
 1964             Coal                   Eurasia
 1964              Gas                   Eurasia
 1964            Hydro                   Eurasia
 1964              Oil                   Eurasia
 1964             Coal                    Europe
 1964              Gas                    Europe
 1964            Hydro                    Europe
 1964          Nuclear                    Europe
 1964              Oil                    Europe
 1964 Other Renewables                    Europe
 1964             Coal               Middle East
 1964              Gas               Middle East
 1964            Hydro               Middle East
 1964              Oil               Middle East
 1964             Coal             North America
 1964              Gas             North America
 1964            Hydro             North America
 1964          Nuclear             North America
 1964              Oil             North America
 1964 Other Renewables             North America
 1965             Coal                    Africa
 1965              Gas                    Africa
 1965            Hydro                    Africa
 1965              Oil                    Africa
 1965             Coal          Asia and Oceania
 1965              Gas          Asia and Oceania
 1965            Hydro          Asia and Oceania
 1965          Nuclear          Asia and Oceania
 1965              Oil          Asia and Oceania
 1965 Other Renewables          Asia and Oceania
 1965             Coal Central and South America
 1965              Gas Central and South America
 1965            Hydro Central and South America
 1965              Oil Central and South America
 1965             Coal                   Eurasia
 1965              Gas                   Eurasia
 1965            Hydro                   Eurasia
 1965              Oil                   Eurasia
 1965             Coal                    Europe
 1965              Gas                    Europe
 1965            Hydro                    Europe
 1965          Nuclear                    Europe
 1965              Oil                    Europe
 1965 Other Renewables                    Europe
 1965             Coal               Middle East
 1965              Gas               Middle East
 1965            Hydro               Middle East
 1965              Oil               Middle East
 1965             Coal             North America
 1965              Gas             North America
 1965            Hydro             North America
 1965          Nuclear             North America
 1965              Oil             North America
 1965 Other Renewables             North America
 1966             Coal                    Africa
 1966              Gas                    Africa
 1966            Hydro                    Africa
 1966              Oil                    Africa
 1966             Coal          Asia and Oceania
 1966              Gas          Asia and Oceania
 1966            Hydro          Asia and Oceania
 1966          Nuclear          Asia and Oceania
 1966              Oil          Asia and Oceania
 1966 Other Renewables          Asia and Oceania
 1966             Coal Central and South America
 1966              Gas Central and South America
 1966            Hydro Central and South America
 1966          Nuclear Central and South America
 1966              Oil Central and South America
 1966             Coal                   Eurasia
 1966              Gas                   Eurasia
 1966            Hydro                   Eurasia
 1966          Nuclear                   Eurasia
 1966              Oil                   Eurasia
 1966             Coal                    Europe
 1966              Gas                    Europe
 1966            Hydro                    Europe
 1966          Nuclear                    Europe
 1966              Oil                    Europe
 1966 Other Renewables                    Europe
 1966             Coal               Middle East
 1966              Gas               Middle East
 1966            Hydro               Middle East
 1966              Oil               Middle East
 1966             Coal             North America
 1966              Gas             North America
 1966            Hydro             North America
 1966          Nuclear             North America
 1966              Oil             North America
 1966 Other Renewables             North America
 1967             Coal                    Africa
 1967              Gas                    Africa
 1967            Hydro                    Africa
 1967              Oil                    Africa
 1967             Coal          Asia and Oceania
 1967              Gas          Asia and Oceania
 1967            Hydro          Asia and Oceania
 1967          Nuclear          Asia and Oceania
 1967              Oil          Asia and Oceania
 1967 Other Renewables          Asia and Oceania
 1967             Coal Central and South America
 1967              Gas Central and South America
 1967            Hydro Central and South America
 1967          Nuclear Central and South America
 1967              Oil Central and South America
 1967             Coal                   Eurasia
 1967              Gas                   Eurasia
 1967            Hydro                   Eurasia
 1967          Nuclear                   Eurasia
 1967              Oil                   Eurasia
 1967             Coal                    Europe
 1967              Gas                    Europe
 1967            Hydro                    Europe
 1967          Nuclear                    Europe
 1967              Oil                    Europe
 1967 Other Renewables                    Europe
 1967             Coal               Middle East
 1967              Gas               Middle East
 1967            Hydro               Middle East
 1967              Oil               Middle East
 1967             Coal             North America
 1967              Gas             North America
 1967            Hydro             North America
 1967          Nuclear             North America
 1967              Oil             North America
 1967 Other Renewables             North America
 1968             Coal                    Africa
 1968              Gas                    Africa
 1968            Hydro                    Africa
 1968              Oil                    Africa
 1968             Coal          Asia and Oceania
 1968              Gas          Asia and Oceania
 1968            Hydro          Asia and Oceania
 1968          Nuclear          Asia and Oceania
 1968              Oil          Asia and Oceania
 1968 Other Renewables          Asia and Oceania
 1968             Coal Central and South America
 1968              Gas Central and South America
 1968            Hydro Central and South America
 1968          Nuclear Central and South America
 1968              Oil Central and South America
 1968             Coal                   Eurasia
 1968              Gas                   Eurasia
 1968            Hydro                   Eurasia
 1968          Nuclear                   Eurasia
 1968              Oil                   Eurasia
 1968             Coal                    Europe
 1968              Gas                    Europe
 1968            Hydro                    Europe
 1968          Nuclear                    Europe
 1968              Oil                    Europe
 1968 Other Renewables                    Europe
 1968             Coal               Middle East
 1968              Gas               Middle East
 1968            Hydro               Middle East
 1968              Oil               Middle East
 1968             Coal             North America
 1968              Gas             North America
 1968            Hydro             North America
 1968          Nuclear             North America
 1968              Oil             North America
 1968 Other Renewables             North America
 1969             Coal                    Africa
 1969              Gas                    Africa
 1969            Hydro                    Africa
 1969              Oil                    Africa
 1969             Coal          Asia and Oceania
 1969              Gas          Asia and Oceania
 1969            Hydro          Asia and Oceania
 1969          Nuclear          Asia and Oceania
 1969              Oil          Asia and Oceania
 1969 Other Renewables          Asia and Oceania
 1969             Coal Central and South America
 1969              Gas Central and South America
 1969            Hydro Central and South America
 1969          Nuclear Central and South America
 1969              Oil Central and South America
 1969             Coal                   Eurasia
 1969              Gas                   Eurasia
 1969            Hydro                   Eurasia
 1969          Nuclear                   Eurasia
 1969              Oil                   Eurasia
 1969             Coal                    Europe
 1969              Gas                    Europe
 1969            Hydro                    Europe
 1969          Nuclear                    Europe
 1969              Oil                    Europe
 1969 Other Renewables                    Europe
 1969             Coal               Middle East
 1969              Gas               Middle East
 1969            Hydro               Middle East
 1969              Oil               Middle East
 1969             Coal             North America
 1969              Gas             North America
 1969            Hydro             North America
 1969          Nuclear             North America
 1969              Oil             North America
 1969 Other Renewables             North America
 1970             Coal                    Africa
 1970              Gas                    Africa
 1970            Hydro                    Africa
 1970              Oil                    Africa
 1970             Coal          Asia and Oceania
 1970              Gas          Asia and Oceania
 1970            Hydro          Asia and Oceania
 1970          Nuclear          Asia and Oceania
 1970              Oil          Asia and Oceania
 1970 Other Renewables          Asia and Oceania
 1970             Coal Central and South America
 1970              Gas Central and South America
 1970            Hydro Central and South America
 1970          Nuclear Central and South America
 1970              Oil Central and South America
 1970             Coal                   Eurasia
 1970              Gas                   Eurasia
 1970            Hydro                   Eurasia
 1970          Nuclear                   Eurasia
 1970              Oil                   Eurasia
 1970             Coal                    Europe
 1970              Gas                    Europe
 1970            Hydro                    Europe
 1970          Nuclear                    Europe
 1970              Oil                    Europe
 1970 Other Renewables                    Europe
 1970             Coal               Middle East
 1970              Gas               Middle East
 1970            Hydro               Middle East
 1970              Oil               Middle East
 1970             Coal             North America
 1970              Gas             North America
 1970            Hydro             North America
 1970          Nuclear             North America
 1970              Oil             North America
 1970 Other Renewables             North America
 1971             Coal                    Africa
 1971              Gas                    Africa
 1971            Hydro                    Africa
 1971              Oil                    Africa
 1971             Coal          Asia and Oceania
 1971              Gas          Asia and Oceania
 1971            Hydro          Asia and Oceania
 1971          Nuclear          Asia and Oceania
 1971              Oil          Asia and Oceania
 1971 Other Renewables          Asia and Oceania
 1971             Coal Central and South America
 1971              Gas Central and South America
 1971            Hydro Central and South America
 1971          Nuclear Central and South America
 1971              Oil Central and South America
 1971             Coal                   Eurasia
 1971              Gas                   Eurasia
 1971            Hydro                   Eurasia
 1971          Nuclear                   Eurasia
 1971              Oil                   Eurasia
 1971             Coal                    Europe
 1971              Gas                    Europe
 1971            Hydro                    Europe
 1971          Nuclear                    Europe
 1971              Oil                    Europe
 1971 Other Renewables                    Europe
 1971             Coal               Middle East
 1971              Gas               Middle East
 1971            Hydro               Middle East
 1971              Oil               Middle East
 1971             Coal             North America
 1971              Gas             North America
 1971            Hydro             North America
 1971          Nuclear             North America
 1971              Oil             North America
 1971 Other Renewables             North America
 1972             Coal                    Africa
 1972              Gas                    Africa
 1972            Hydro                    Africa
 1972              Oil                    Africa
 1972             Coal          Asia and Oceania
 1972              Gas          Asia and Oceania
 1972            Hydro          Asia and Oceania
 1972          Nuclear          Asia and Oceania
 1972              Oil          Asia and Oceania
 1972 Other Renewables          Asia and Oceania
 1972             Coal Central and South America
 1972              Gas Central and South America
 1972            Hydro Central and South America
 1972          Nuclear Central and South America
 1972              Oil Central and South America
 1972             Coal                   Eurasia
 1972              Gas                   Eurasia
 1972            Hydro                   Eurasia
 1972          Nuclear                   Eurasia
 1972              Oil                   Eurasia
 1972             Coal                    Europe
 1972              Gas                    Europe
 1972            Hydro                    Europe
 1972          Nuclear                    Europe
 1972              Oil                    Europe
 1972 Other Renewables                    Europe
 1972             Coal               Middle East
 1972              Gas               Middle East
 1972            Hydro               Middle East
 1972              Oil               Middle East
 1972             Coal             North America
 1972              Gas             North America
 1972            Hydro             North America
 1972          Nuclear             North America
 1972              Oil             North America
 1972 Other Renewables             North America
 1973             Coal                    Africa
 1973              Gas                    Africa
 1973            Hydro                    Africa
 1973              Oil                    Africa
 1973             Coal          Asia and Oceania
 1973              Gas          Asia and Oceania
 1973            Hydro          Asia and Oceania
 1973          Nuclear          Asia and Oceania
 1973              Oil          Asia and Oceania
 1973 Other Renewables          Asia and Oceania
 1973             Coal Central and South America
 1973              Gas Central and South America
 1973            Hydro Central and South America
 1973          Nuclear Central and South America
 1973              Oil Central and South America
 1973             Coal                   Eurasia
 1973              Gas                   Eurasia
 1973            Hydro                   Eurasia
 1973          Nuclear                   Eurasia
 1973              Oil                   Eurasia
 1973             Coal                    Europe
 1973              Gas                    Europe
 1973            Hydro                    Europe
 1973          Nuclear                    Europe
 1973              Oil                    Europe
 1973 Other Renewables                    Europe
 1973             Coal               Middle East
 1973              Gas               Middle East
 1973            Hydro               Middle East
 1973              Oil               Middle East
 1973             Coal             North America
 1973              Gas             North America
 1973            Hydro             North America
 1973          Nuclear             North America
 1973              Oil             North America
 1973 Other Renewables             North America
 1974             Coal                    Africa
 1974              Gas                    Africa
 1974            Hydro                    Africa
 1974              Oil                    Africa
 1974             Coal          Asia and Oceania
 1974              Gas          Asia and Oceania
 1974            Hydro          Asia and Oceania
 1974          Nuclear          Asia and Oceania
 1974              Oil          Asia and Oceania
 1974 Other Renewables          Asia and Oceania
 1974             Coal Central and South America
 1974              Gas Central and South America
 1974            Hydro Central and South America
 1974          Nuclear Central and South America
 1974              Oil Central and South America
 1974             Coal                   Eurasia
 1974              Gas                   Eurasia
 1974            Hydro                   Eurasia
 1974          Nuclear                   Eurasia
 1974              Oil                   Eurasia
 1974             Coal                    Europe
 1974              Gas                    Europe
 1974            Hydro                    Europe
 1974          Nuclear                    Europe
 1974              Oil                    Europe
 1974 Other Renewables                    Europe
 1974             Coal               Middle East
 1974              Gas               Middle East
 1974            Hydro               Middle East
 1974              Oil               Middle East
 1974             Coal             North America
 1974              Gas             North America
 1974            Hydro             North America
 1974          Nuclear             North America
 1974              Oil             North America
 1974 Other Renewables             North America
 1975             Coal                    Africa
 1975              Gas                    Africa
 1975            Hydro                    Africa
 1975              Oil                    Africa
 1975             Coal          Asia and Oceania
 1975              Gas          Asia and Oceania
 1975            Hydro          Asia and Oceania
 1975          Nuclear          Asia and Oceania
 1975              Oil          Asia and Oceania
 1975 Other Renewables          Asia and Oceania
 1975             Coal Central and South America
 1975              Gas Central and South America
 1975            Hydro Central and South America
 1975          Nuclear Central and South America
 1975              Oil Central and South America
 1975 Other Renewables Central and South America
 1975             Coal                   Eurasia
 1975              Gas                   Eurasia
 1975            Hydro                   Eurasia
 1975          Nuclear                   Eurasia
 1975              Oil                   Eurasia
 1975             Coal                    Europe
 1975              Gas                    Europe
 1975            Hydro                    Europe
 1975          Nuclear                    Europe
 1975              Oil                    Europe
 1975 Other Renewables                    Europe
 1975             Coal               Middle East
 1975              Gas               Middle East
 1975            Hydro               Middle East
 1975              Oil               Middle East
 1975             Coal             North America
 1975              Gas             North America
 1975            Hydro             North America
 1975          Nuclear             North America
 1975              Oil             North America
 1975 Other Renewables             North America
 1976             Coal                    Africa
 1976              Gas                    Africa
 1976            Hydro                    Africa
 1976              Oil                    Africa
 1976             Coal          Asia and Oceania
 1976              Gas          Asia and Oceania
 1976            Hydro          Asia and Oceania
 1976          Nuclear          Asia and Oceania
 1976              Oil          Asia and Oceania
 1976 Other Renewables          Asia and Oceania
 1976             Coal Central and South America
 1976              Gas Central and South America
 1976            Hydro Central and South America
 1976          Nuclear Central and South America
 1976              Oil Central and South America
 1976 Other Renewables Central and South America
 1976             Coal                   Eurasia
 1976              Gas                   Eurasia
 1976            Hydro                   Eurasia
 1976          Nuclear                   Eurasia
 1976              Oil                   Eurasia
 1976             Coal                    Europe
 1976              Gas                    Europe
 1976            Hydro                    Europe
 1976          Nuclear                    Europe
 1976              Oil                    Europe
 1976 Other Renewables                    Europe
 1976             Coal               Middle East
 1976              Gas               Middle East
 1976            Hydro               Middle East
 1976              Oil               Middle East
 1976             Coal             North America
 1976              Gas             North America
 1976            Hydro             North America
 1976          Nuclear             North America
 1976              Oil             North America
 1976 Other Renewables             North America
 1977             Coal                    Africa
 1977              Gas                    Africa
 1977            Hydro                    Africa
 1977              Oil                    Africa
 1977             Coal          Asia and Oceania
 1977              Gas          Asia and Oceania
 1977            Hydro          Asia and Oceania
 1977          Nuclear          Asia and Oceania
 1977              Oil          Asia and Oceania
 1977 Other Renewables          Asia and Oceania
 1977             Coal Central and South America
 1977              Gas Central and South America
 1977            Hydro Central and South America
 1977          Nuclear Central and South America
 1977              Oil Central and South America
 1977 Other Renewables Central and South America
 1977             Coal                   Eurasia
 1977              Gas                   Eurasia
 1977            Hydro                   Eurasia
 1977          Nuclear                   Eurasia
 1977              Oil                   Eurasia
 1977             Coal                    Europe
 1977              Gas                    Europe
 1977            Hydro                    Europe
 1977          Nuclear                    Europe
 1977              Oil                    Europe
 1977 Other Renewables                    Europe
 1977             Coal               Middle East
 1977              Gas               Middle East
 1977            Hydro               Middle East
 1977              Oil               Middle East
 1977             Coal             North America
 1977              Gas             North America
 1977            Hydro             North America
 1977          Nuclear             North America
 1977              Oil             North America
 1977 Other Renewables             North America
 1978             Coal                    Africa
 1978              Gas                    Africa
 1978            Hydro                    Africa
 1978              Oil                    Africa
 1978             Coal          Asia and Oceania
 1978              Gas          Asia and Oceania
 1978            Hydro          Asia and Oceania
 1978          Nuclear          Asia and Oceania
 1978              Oil          Asia and Oceania
 1978 Other Renewables          Asia and Oceania
 1978             Coal Central and South America
 1978              Gas Central and South America
 1978            Hydro Central and South America
 1978          Nuclear Central and South America
 1978              Oil Central and South America
 1978 Other Renewables Central and South America
 1978             Coal                   Eurasia
 1978              Gas                   Eurasia
 1978            Hydro                   Eurasia
 1978          Nuclear                   Eurasia
 1978              Oil                   Eurasia
 1978             Coal                    Europe
 1978              Gas                    Europe
 1978            Hydro                    Europe
 1978          Nuclear                    Europe
 1978              Oil                    Europe
 1978 Other Renewables                    Europe
 1978             Coal               Middle East
 1978              Gas               Middle East
 1978            Hydro               Middle East
 1978              Oil               Middle East
 1978             Coal             North America
 1978              Gas             North America
 1978            Hydro             North America
 1978          Nuclear             North America
 1978              Oil             North America
 1978 Other Renewables             North America
 1979             Coal                    Africa
 1979              Gas                    Africa
 1979            Hydro                    Africa
 1979              Oil                    Africa
 1979             Coal          Asia and Oceania
 1979              Gas          Asia and Oceania
 1979            Hydro          Asia and Oceania
 1979          Nuclear          Asia and Oceania
 1979              Oil          Asia and Oceania
 1979 Other Renewables          Asia and Oceania
 1979             Coal Central and South America
 1979              Gas Central and South America
 1979            Hydro Central and South America
 1979          Nuclear Central and South America
 1979              Oil Central and South America
 1979 Other Renewables Central and South America
 1979             Coal                   Eurasia
 1979              Gas                   Eurasia
 1979            Hydro                   Eurasia
 1979          Nuclear                   Eurasia
 1979              Oil                   Eurasia
 1979             Coal                    Europe
 1979              Gas                    Europe
 1979            Hydro                    Europe
 1979          Nuclear                    Europe
 1979              Oil                    Europe
 1979 Other Renewables                    Europe
 1979             Coal               Middle East
 1979              Gas               Middle East
 1979            Hydro               Middle East
 1979              Oil               Middle East
 1979             Coal             North America
 1979              Gas             North America
 1979            Hydro             North America
 1979          Nuclear             North America
 1979              Oil             North America
 1979 Other Renewables             North America
 1980             Coal                    Africa
 1980              Gas                    Africa
 1980            Hydro                    Africa
 1980              Oil                    Africa
 1980 Other Renewables                    Africa
 1980             Coal          Asia and Oceania
 1980              Gas          Asia and Oceania
 1980            Hydro          Asia and Oceania
 1980          Nuclear          Asia and Oceania
 1980              Oil          Asia and Oceania
 1980 Other Renewables          Asia and Oceania
 1980             Coal Central and South America
 1980              Gas Central and South America
 1980            Hydro Central and South America
 1980          Nuclear Central and South America
 1980              Oil Central and South America
 1980 Other Renewables Central and South America
 1980             Coal                   Eurasia
 1980              Gas                   Eurasia
 1980            Hydro                   Eurasia
 1980          Nuclear                   Eurasia
 1980              Oil                   Eurasia
 1980             Coal                    Europe
 1980              Gas                    Europe
 1980            Hydro                    Europe
 1980          Nuclear                    Europe
 1980              Oil                    Europe
 1980 Other Renewables                    Europe
 1980             Coal               Middle East
 1980              Gas               Middle East
 1980            Hydro               Middle East
 1980              Oil               Middle East
 1980             Coal             North America
 1980              Gas             North America
 1980            Hydro             North America
 1980          Nuclear             North America
 1980              Oil             North America
 1980 Other Renewables             North America
 1981             Coal                    Africa
 1981              Gas                    Africa
 1981            Hydro                    Africa
 1981              Oil                    Africa
 1981 Other Renewables                    Africa
 1981             Coal          Asia and Oceania
 1981              Gas          Asia and Oceania
 1981            Hydro          Asia and Oceania
 1981          Nuclear          Asia and Oceania
 1981              Oil          Asia and Oceania
 1981 Other Renewables          Asia and Oceania
 1981             Coal Central and South America
 1981              Gas Central and South America
 1981            Hydro Central and South America
 1981          Nuclear Central and South America
 1981              Oil Central and South America
 1981 Other Renewables Central and South America
 1981             Coal                   Eurasia
 1981              Gas                   Eurasia
 1981            Hydro                   Eurasia
 1981          Nuclear                   Eurasia
 1981              Oil                   Eurasia
 1981             Coal                    Europe
 1981              Gas                    Europe
 1981            Hydro                    Europe
 1981          Nuclear                    Europe
 1981              Oil                    Europe
 1981 Other Renewables                    Europe
 1981             Coal               Middle East
 1981              Gas               Middle East
 1981            Hydro               Middle East
 1981              Oil               Middle East
 1981             Coal             North America
 1981              Gas             North America
 1981            Hydro             North America
 1981          Nuclear             North America
 1981              Oil             North America
 1981 Other Renewables             North America
 1982             Coal                    Africa
 1982              Gas                    Africa
 1982            Hydro                    Africa
 1982              Oil                    Africa
 1982 Other Renewables                    Africa
 1982             Coal          Asia and Oceania
 1982              Gas          Asia and Oceania
 1982            Hydro          Asia and Oceania
 1982          Nuclear          Asia and Oceania
 1982              Oil          Asia and Oceania
 1982 Other Renewables          Asia and Oceania
 1982             Coal Central and South America
 1982              Gas Central and South America
 1982            Hydro Central and South America
 1982          Nuclear Central and South America
 1982              Oil Central and South America
 1982 Other Renewables Central and South America
 1982             Coal                   Eurasia
 1982              Gas                   Eurasia
 1982            Hydro                   Eurasia
 1982          Nuclear                   Eurasia
 1982              Oil                   Eurasia
 1982             Coal                    Europe
 1982              Gas                    Europe
 1982            Hydro                    Europe
 1982          Nuclear                    Europe
 1982              Oil                    Europe
 1982 Other Renewables                    Europe
 1982             Coal               Middle East
 1982              Gas               Middle East
 1982            Hydro               Middle East
 1982              Oil               Middle East
 1982             Coal             North America
 1982              Gas             North America
 1982            Hydro             North America
 1982          Nuclear             North America
 1982              Oil             North America
 1982 Other Renewables             North America
 1983             Coal                    Africa
 1983              Gas                    Africa
 1983            Hydro                    Africa
 1983              Oil                    Africa
 1983 Other Renewables                    Africa
 1983             Coal          Asia and Oceania
 1983              Gas          Asia and Oceania
 1983            Hydro          Asia and Oceania
 1983          Nuclear          Asia and Oceania
 1983              Oil          Asia and Oceania
 1983 Other Renewables          Asia and Oceania
 1983             Coal Central and South America
 1983              Gas Central and South America
 1983            Hydro Central and South America
 1983          Nuclear Central and South America
 1983              Oil Central and South America
 1983 Other Renewables Central and South America
 1983             Coal                   Eurasia
 1983              Gas                   Eurasia
 1983            Hydro                   Eurasia
 1983          Nuclear                   Eurasia
 1983              Oil                   Eurasia
 1983             Coal                    Europe
 1983              Gas                    Europe
 1983            Hydro                    Europe
 1983          Nuclear                    Europe
 1983              Oil                    Europe
 1983 Other Renewables                    Europe
 1983             Coal               Middle East
 1983              Gas               Middle East
 1983            Hydro               Middle East
 1983              Oil               Middle East
 1983             Coal             North America
 1983              Gas             North America
 1983            Hydro             North America
 1983          Nuclear             North America
 1983              Oil             North America
 1983 Other Renewables             North America
 1984             Coal                    Africa
 1984              Gas                    Africa
 1984            Hydro                    Africa
 1984          Nuclear                    Africa
 1984              Oil                    Africa
 1984 Other Renewables                    Africa
 1984             Coal          Asia and Oceania
 1984              Gas          Asia and Oceania
 1984            Hydro          Asia and Oceania
 1984          Nuclear          Asia and Oceania
 1984              Oil          Asia and Oceania
 1984 Other Renewables          Asia and Oceania
 1984             Coal Central and South America
 1984              Gas Central and South America
 1984            Hydro Central and South America
 1984          Nuclear Central and South America
 1984              Oil Central and South America
 1984 Other Renewables Central and South America
 1984             Coal                   Eurasia
 1984              Gas                   Eurasia
 1984            Hydro                   Eurasia
 1984          Nuclear                   Eurasia
 1984              Oil                   Eurasia
 1984             Coal                    Europe
 1984              Gas                    Europe
 1984            Hydro                    Europe
 1984          Nuclear                    Europe
 1984              Oil                    Europe
 1984 Other Renewables                    Europe
 1984             Coal               Middle East
 1984              Gas               Middle East
 1984            Hydro               Middle East
 1984              Oil               Middle East
 1984             Coal             North America
 1984              Gas             North America
 1984            Hydro             North America
 1984          Nuclear             North America
 1984              Oil             North America
 1984 Other Renewables             North America
 1985             Coal                    Africa
 1985              Gas                    Africa
 1985            Hydro                    Africa
 1985          Nuclear                    Africa
 1985              Oil                    Africa
 1985 Other Renewables                    Africa
 1985             Coal          Asia and Oceania
 1985              Gas          Asia and Oceania
 1985            Hydro          Asia and Oceania
 1985          Nuclear          Asia and Oceania
 1985              Oil          Asia and Oceania
 1985 Other Renewables          Asia and Oceania
 1985             Coal Central and South America
 1985              Gas Central and South America
 1985            Hydro Central and South America
 1985          Nuclear Central and South America
 1985              Oil Central and South America
 1985 Other Renewables Central and South America
 1985             Coal                   Eurasia
 1985              Gas                   Eurasia
 1985            Hydro                   Eurasia
 1985          Nuclear                   Eurasia
 1985              Oil                   Eurasia
 1985             Coal                    Europe
 1985              Gas                    Europe
 1985            Hydro                    Europe
 1985          Nuclear                    Europe
 1985              Oil                    Europe
 1985 Other Renewables                    Europe
 1985             Coal               Middle East
 1985              Gas               Middle East
 1985            Hydro               Middle East
 1985              Oil               Middle East
 1985             Coal             North America
 1985              Gas             North America
 1985            Hydro             North America
 1985          Nuclear             North America
 1985              Oil             North America
 1985 Other Renewables             North America
 1986             Coal                    Africa
 1986              Gas                    Africa
 1986            Hydro                    Africa
 1986          Nuclear                    Africa
 1986              Oil                    Africa
 1986 Other Renewables                    Africa
 1986             Coal          Asia and Oceania
 1986              Gas          Asia and Oceania
 1986            Hydro          Asia and Oceania
 1986          Nuclear          Asia and Oceania
 1986              Oil          Asia and Oceania
 1986 Other Renewables          Asia and Oceania
 1986             Coal Central and South America
 1986              Gas Central and South America
 1986            Hydro Central and South America
 1986          Nuclear Central and South America
 1986              Oil Central and South America
 1986 Other Renewables Central and South America
 1986             Coal                   Eurasia
 1986              Gas                   Eurasia
 1986            Hydro                   Eurasia
 1986          Nuclear                   Eurasia
 1986              Oil                   Eurasia
 1986             Coal                    Europe
 1986              Gas                    Europe
 1986            Hydro                    Europe
 1986          Nuclear                    Europe
 1986              Oil                    Europe
 1986 Other Renewables                    Europe
 1986             Coal               Middle East
 1986              Gas               Middle East
 1986            Hydro               Middle East
 1986              Oil               Middle East
 1986             Coal             North America
 1986              Gas             North America
 1986            Hydro             North America
 1986          Nuclear             North America
 1986              Oil             North America
 1986 Other Renewables             North America
 1987             Coal                    Africa
 1987              Gas                    Africa
 1987            Hydro                    Africa
 1987          Nuclear                    Africa
 1987              Oil                    Africa
 1987 Other Renewables                    Africa
 1987             Coal          Asia and Oceania
 1987              Gas          Asia and Oceania
 1987            Hydro          Asia and Oceania
 1987          Nuclear          Asia and Oceania
 1987              Oil          Asia and Oceania
 1987 Other Renewables          Asia and Oceania
 1987             Coal Central and South America
 1987              Gas Central and South America
 1987            Hydro Central and South America
 1987          Nuclear Central and South America
 1987              Oil Central and South America
 1987 Other Renewables Central and South America
 1987             Coal                   Eurasia
 1987              Gas                   Eurasia
 1987            Hydro                   Eurasia
 1987          Nuclear                   Eurasia
 1987              Oil                   Eurasia
 1987             Coal                    Europe
 1987              Gas                    Europe
 1987            Hydro                    Europe
 1987          Nuclear                    Europe
 1987              Oil                    Europe
 1987 Other Renewables                    Europe
 1987             Coal               Middle East
 1987              Gas               Middle East
 1987            Hydro               Middle East
 1987              Oil               Middle East
 1987             Coal             North America
 1987              Gas             North America
 1987            Hydro             North America
 1987          Nuclear             North America
 1987              Oil             North America
 1987 Other Renewables             North America
 1988             Coal                    Africa
 1988              Gas                    Africa
 1988            Hydro                    Africa
 1988          Nuclear                    Africa
 1988              Oil                    Africa
 1988 Other Renewables                    Africa
 1988             Coal          Asia and Oceania
 1988              Gas          Asia and Oceania
 1988            Hydro          Asia and Oceania
 1988          Nuclear          Asia and Oceania
 1988              Oil          Asia and Oceania
 1988 Other Renewables          Asia and Oceania
 1988             Coal Central and South America
 1988              Gas Central and South America
 1988            Hydro Central and South America
 1988          Nuclear Central and South America
 1988              Oil Central and South America
 1988 Other Renewables Central and South America
 1988             Coal                   Eurasia
 1988              Gas                   Eurasia
 1988            Hydro                   Eurasia
 1988          Nuclear                   Eurasia
 1988              Oil                   Eurasia
 1988             Coal                    Europe
 1988              Gas                    Europe
 1988            Hydro                    Europe
 1988          Nuclear                    Europe
 1988              Oil                    Europe
 1988 Other Renewables                    Europe
 1988             Coal               Middle East
 1988              Gas               Middle East
 1988            Hydro               Middle East
 1988              Oil               Middle East
 1988             Coal             North America
 1988              Gas             North America
 1988            Hydro             North America
 1988          Nuclear             North America
 1988              Oil             North America
 1988 Other Renewables             North America
 1989             Coal                    Africa
 1989              Gas                    Africa
 1989            Hydro                    Africa
 1989          Nuclear                    Africa
 1989              Oil                    Africa
 1989 Other Renewables                    Africa
 1989             Coal          Asia and Oceania
 1989              Gas          Asia and Oceania
 1989            Hydro          Asia and Oceania
 1989          Nuclear          Asia and Oceania
 1989              Oil          Asia and Oceania
 1989 Other Renewables          Asia and Oceania
 1989             Coal Central and South America
 1989              Gas Central and South America
 1989            Hydro Central and South America
 1989          Nuclear Central and South America
 1989              Oil Central and South America
 1989 Other Renewables Central and South America
 1989             Coal                   Eurasia
 1989              Gas                   Eurasia
 1989            Hydro                   Eurasia
 1989          Nuclear                   Eurasia
 1989              Oil                   Eurasia
 1989 Other Renewables                   Eurasia
 1989             Coal                    Europe
 1989              Gas                    Europe
 1989            Hydro                    Europe
 1989          Nuclear                    Europe
 1989              Oil                    Europe
 1989 Other Renewables                    Europe
 1989             Coal               Middle East
 1989              Gas               Middle East
 1989            Hydro               Middle East
 1989              Oil               Middle East
 1989             Coal             North America
 1989              Gas             North America
 1989            Hydro             North America
 1989          Nuclear             North America
 1989              Oil             North America
 1989 Other Renewables             North America
 1990             Coal                    Africa
 1990              Gas                    Africa
 1990            Hydro                    Africa
 1990          Nuclear                    Africa
 1990              Oil                    Africa
 1990 Other Renewables                    Africa
 1990             Coal          Asia and Oceania
 1990              Gas          Asia and Oceania
 1990            Hydro          Asia and Oceania
 1990          Nuclear          Asia and Oceania
 1990              Oil          Asia and Oceania
 1990 Other Renewables          Asia and Oceania
 1990             Coal Central and South America
 1990              Gas Central and South America
 1990            Hydro Central and South America
 1990          Nuclear Central and South America
 1990              Oil Central and South America
 1990 Other Renewables Central and South America
 1990             Coal                   Eurasia
 1990              Gas                   Eurasia
 1990            Hydro                   Eurasia
 1990          Nuclear                   Eurasia
 1990              Oil                   Eurasia
 1990 Other Renewables                   Eurasia
 1990             Coal                    Europe
 1990              Gas                    Europe
 1990            Hydro                    Europe
 1990          Nuclear                    Europe
 1990              Oil                    Europe
 1990 Other Renewables                    Europe
 1990             Coal               Middle East
 1990              Gas               Middle East
 1990            Hydro               Middle East
 1990              Oil               Middle East
 1990 Other Renewables               Middle East
 1990             Coal             North America
 1990              Gas             North America
 1990            Hydro             North America
 1990          Nuclear             North America
 1990              Oil             North America
 1990 Other Renewables             North America
 1991             Coal                    Africa
 1991              Gas                    Africa
 1991            Hydro                    Africa
 1991          Nuclear                    Africa
 1991              Oil                    Africa
 1991 Other Renewables                    Africa
 1991             Coal          Asia and Oceania
 1991              Gas          Asia and Oceania
 1991            Hydro          Asia and Oceania
 1991          Nuclear          Asia and Oceania
 1991              Oil          Asia and Oceania
 1991 Other Renewables          Asia and Oceania
 1991             Coal Central and South America
 1991              Gas Central and South America
 1991            Hydro Central and South America
 1991          Nuclear Central and South America
 1991              Oil Central and South America
 1991 Other Renewables Central and South America
 1991             Coal                   Eurasia
 1991              Gas                   Eurasia
 1991            Hydro                   Eurasia
 1991          Nuclear                   Eurasia
 1991              Oil                   Eurasia
 1991 Other Renewables                   Eurasia
 1991             Coal                    Europe
 1991              Gas                    Europe
 1991            Hydro                    Europe
 1991          Nuclear                    Europe
 1991              Oil                    Europe
 1991 Other Renewables                    Europe
 1991             Coal               Middle East
 1991              Gas               Middle East
 1991            Hydro               Middle East
 1991              Oil               Middle East
 1991 Other Renewables               Middle East
 1991             Coal             North America
 1991              Gas             North America
 1991            Hydro             North America
 1991          Nuclear             North America
 1991              Oil             North America
 1991 Other Renewables             North America
 1992             Coal                    Africa
 1992              Gas                    Africa
 1992            Hydro                    Africa
 1992          Nuclear                    Africa
 1992              Oil                    Africa
 1992 Other Renewables                    Africa
 1992             Coal          Asia and Oceania
 1992              Gas          Asia and Oceania
 1992            Hydro          Asia and Oceania
 1992          Nuclear          Asia and Oceania
 1992              Oil          Asia and Oceania
 1992 Other Renewables          Asia and Oceania
 1992             Coal Central and South America
 1992              Gas Central and South America
 1992            Hydro Central and South America
 1992          Nuclear Central and South America
 1992              Oil Central and South America
 1992 Other Renewables Central and South America
 1992             Coal                   Eurasia
 1992              Gas                   Eurasia
 1992            Hydro                   Eurasia
 1992          Nuclear                   Eurasia
 1992              Oil                   Eurasia
 1992 Other Renewables                   Eurasia
 1992             Coal                    Europe
 1992              Gas                    Europe
 1992            Hydro                    Europe
 1992          Nuclear                    Europe
 1992              Oil                    Europe
 1992 Other Renewables                    Europe
 1992             Coal               Middle East
 1992              Gas               Middle East
 1992            Hydro               Middle East
 1992              Oil               Middle East
 1992 Other Renewables               Middle East
 1992             Coal             North America
 1992              Gas             North America
 1992            Hydro             North America
 1992          Nuclear             North America
 1992              Oil             North America
 1992 Other Renewables             North America
 1993             Coal                    Africa
 1993              Gas                    Africa
 1993            Hydro                    Africa
 1993          Nuclear                    Africa
 1993              Oil                    Africa
 1993 Other Renewables                    Africa
 1993             Coal          Asia and Oceania
 1993              Gas          Asia and Oceania
 1993            Hydro          Asia and Oceania
 1993          Nuclear          Asia and Oceania
 1993              Oil          Asia and Oceania
 1993 Other Renewables          Asia and Oceania
 1993             Coal Central and South America
 1993              Gas Central and South America
 1993            Hydro Central and South America
 1993          Nuclear Central and South America
 1993              Oil Central and South America
 1993 Other Renewables Central and South America
 1993             Coal                   Eurasia
 1993              Gas                   Eurasia
 1993            Hydro                   Eurasia
 1993          Nuclear                   Eurasia
 1993              Oil                   Eurasia
 1993 Other Renewables                   Eurasia
 1993             Coal                    Europe
 1993              Gas                    Europe
 1993            Hydro                    Europe
 1993          Nuclear                    Europe
 1993              Oil                    Europe
 1993 Other Renewables                    Europe
 1993             Coal               Middle East
 1993              Gas               Middle East
 1993            Hydro               Middle East
 1993              Oil               Middle East
 1993 Other Renewables               Middle East
 1993             Coal             North America
 1993              Gas             North America
 1993            Hydro             North America
 1993          Nuclear             North America
 1993              Oil             North America
 1993 Other Renewables             North America
 1994             Coal                    Africa
 1994              Gas                    Africa
 1994            Hydro                    Africa
 1994          Nuclear                    Africa
 1994              Oil                    Africa
 1994 Other Renewables                    Africa
 1994             Coal          Asia and Oceania
 1994              Gas          Asia and Oceania
 1994            Hydro          Asia and Oceania
 1994          Nuclear          Asia and Oceania
 1994              Oil          Asia and Oceania
 1994 Other Renewables          Asia and Oceania
 1994             Coal Central and South America
 1994              Gas Central and South America
 1994            Hydro Central and South America
 1994          Nuclear Central and South America
 1994              Oil Central and South America
 1994 Other Renewables Central and South America
 1994             Coal                   Eurasia
 1994              Gas                   Eurasia
 1994            Hydro                   Eurasia
 1994          Nuclear                   Eurasia
 1994              Oil                   Eurasia
 1994 Other Renewables                   Eurasia
 1994             Coal                    Europe
 1994              Gas                    Europe
 1994            Hydro                    Europe
 1994          Nuclear                    Europe
 1994              Oil                    Europe
 1994 Other Renewables                    Europe
 1994             Coal               Middle East
 1994              Gas               Middle East
 1994            Hydro               Middle East
 1994              Oil               Middle East
 1994 Other Renewables               Middle East
 1994             Coal             North America
 1994              Gas             North America
 1994            Hydro             North America
 1994          Nuclear             North America
 1994              Oil             North America
 1994 Other Renewables             North America
 1995             Coal                    Africa
 1995              Gas                    Africa
 1995            Hydro                    Africa
 1995          Nuclear                    Africa
 1995              Oil                    Africa
 1995 Other Renewables                    Africa
 1995             Coal          Asia and Oceania
 1995              Gas          Asia and Oceania
 1995            Hydro          Asia and Oceania
 1995          Nuclear          Asia and Oceania
 1995              Oil          Asia and Oceania
 1995 Other Renewables          Asia and Oceania
 1995             Coal Central and South America
 1995              Gas Central and South America
 1995            Hydro Central and South America
 1995          Nuclear Central and South America
 1995              Oil Central and South America
 1995 Other Renewables Central and South America
 1995             Coal                   Eurasia
 1995              Gas                   Eurasia
 1995            Hydro                   Eurasia
 1995          Nuclear                   Eurasia
 1995              Oil                   Eurasia
 1995 Other Renewables                   Eurasia
 1995             Coal                    Europe
 1995              Gas                    Europe
 1995            Hydro                    Europe
 1995          Nuclear                    Europe
 1995              Oil                    Europe
 1995 Other Renewables                    Europe
 1995             Coal               Middle East
 1995              Gas               Middle East
 1995            Hydro               Middle East
 1995              Oil               Middle East
 1995 Other Renewables               Middle East
 1995             Coal             North America
 1995              Gas             North America
 1995            Hydro             North America
 1995          Nuclear             North America
 1995              Oil             North America
 1995 Other Renewables             North America
 1996             Coal                    Africa
 1996              Gas                    Africa
 1996            Hydro                    Africa
 1996          Nuclear                    Africa
 1996              Oil                    Africa
 1996 Other Renewables                    Africa
 1996             Coal          Asia and Oceania
 1996              Gas          Asia and Oceania
 1996            Hydro          Asia and Oceania
 1996          Nuclear          Asia and Oceania
 1996              Oil          Asia and Oceania
 1996 Other Renewables          Asia and Oceania
 1996             Coal Central and South America
 1996              Gas Central and South America
 1996            Hydro Central and South America
 1996          Nuclear Central and South America
 1996              Oil Central and South America
 1996 Other Renewables Central and South America
 1996             Coal                   Eurasia
 1996              Gas                   Eurasia
 1996            Hydro                   Eurasia
 1996          Nuclear                   Eurasia
 1996              Oil                   Eurasia
 1996 Other Renewables                   Eurasia
 1996             Coal                    Europe
 1996              Gas                    Europe
 1996            Hydro                    Europe
 1996          Nuclear                    Europe
 1996              Oil                    Europe
 1996 Other Renewables                    Europe
 1996             Coal               Middle East
 1996              Gas               Middle East
 1996            Hydro               Middle East
 1996              Oil               Middle East
 1996 Other Renewables               Middle East
 1996             Coal             North America
 1996              Gas             North America
 1996            Hydro             North America
 1996          Nuclear             North America
 1996              Oil             North America
 1996 Other Renewables             North America
 1997             Coal                    Africa
 1997              Gas                    Africa
 1997            Hydro                    Africa
 1997          Nuclear                    Africa
 1997              Oil                    Africa
 1997 Other Renewables                    Africa
 1997             Coal          Asia and Oceania
 1997              Gas          Asia and Oceania
 1997            Hydro          Asia and Oceania
 1997          Nuclear          Asia and Oceania
 1997              Oil          Asia and Oceania
 1997 Other Renewables          Asia and Oceania
 1997             Coal Central and South America
 1997              Gas Central and South America
 1997            Hydro Central and South America
 1997          Nuclear Central and South America
 1997              Oil Central and South America
 1997 Other Renewables Central and South America
 1997             Coal                   Eurasia
 1997              Gas                   Eurasia
 1997            Hydro                   Eurasia
 1997          Nuclear                   Eurasia
 1997              Oil                   Eurasia
 1997 Other Renewables                   Eurasia
 1997             Coal                    Europe
 1997              Gas                    Europe
 1997            Hydro                    Europe
 1997          Nuclear                    Europe
 1997              Oil                    Europe
 1997 Other Renewables                    Europe
 1997             Coal               Middle East
 1997              Gas               Middle East
 1997            Hydro               Middle East
 1997              Oil               Middle East
 1997 Other Renewables               Middle East
 1997             Coal             North America
 1997              Gas             North America
 1997            Hydro             North America
 1997          Nuclear             North America
 1997              Oil             North America
 1997 Other Renewables             North America
 1998             Coal                    Africa
 1998              Gas                    Africa
 1998            Hydro                    Africa
 1998          Nuclear                    Africa
 1998              Oil                    Africa
 1998 Other Renewables                    Africa
 1998             Coal          Asia and Oceania
 1998              Gas          Asia and Oceania
 1998            Hydro          Asia and Oceania
 1998          Nuclear          Asia and Oceania
 1998              Oil          Asia and Oceania
 1998 Other Renewables          Asia and Oceania
 1998             Coal Central and South America
 1998              Gas Central and South America
 1998            Hydro Central and South America
 1998          Nuclear Central and South America
 1998              Oil Central and South America
 1998 Other Renewables Central and South America
 1998             Coal                   Eurasia
 1998              Gas                   Eurasia
 1998            Hydro                   Eurasia
 1998          Nuclear                   Eurasia
 1998              Oil                   Eurasia
 1998 Other Renewables                   Eurasia
 1998             Coal                    Europe
 1998              Gas                    Europe
 1998            Hydro                    Europe
 1998          Nuclear                    Europe
 1998              Oil                    Europe
 1998 Other Renewables                    Europe
 1998             Coal               Middle East
 1998              Gas               Middle East
 1998            Hydro               Middle East
 1998              Oil               Middle East
 1998 Other Renewables               Middle East
 1998             Coal             North America
 1998              Gas             North America
 1998            Hydro             North America
 1998          Nuclear             North America
 1998              Oil             North America
 1998 Other Renewables             North America
 1999             Coal                    Africa
 1999              Gas                    Africa
 1999            Hydro                    Africa
 1999          Nuclear                    Africa
 1999              Oil                    Africa
 1999 Other Renewables                    Africa
 1999             Coal          Asia and Oceania
 1999              Gas          Asia and Oceania
 1999            Hydro          Asia and Oceania
 1999          Nuclear          Asia and Oceania
 1999              Oil          Asia and Oceania
 1999 Other Renewables          Asia and Oceania
 1999             Coal Central and South America
 1999              Gas Central and South America
 1999            Hydro Central and South America
 1999          Nuclear Central and South America
 1999              Oil Central and South America
 1999 Other Renewables Central and South America
 1999             Coal                   Eurasia
 1999              Gas                   Eurasia
 1999            Hydro                   Eurasia
 1999          Nuclear                   Eurasia
 1999              Oil                   Eurasia
 1999 Other Renewables                   Eurasia
 1999             Coal                    Europe
 1999              Gas                    Europe
 1999            Hydro                    Europe
 1999          Nuclear                    Europe
 1999              Oil                    Europe
 1999 Other Renewables                    Europe
 1999             Coal               Middle East
 1999              Gas               Middle East
 1999            Hydro               Middle East
 1999              Oil               Middle East
 1999 Other Renewables               Middle East
 1999             Coal             North America
 1999              Gas             North America
 1999            Hydro             North America
 1999          Nuclear             North America
 1999              Oil             North America
 1999 Other Renewables             North America
 2000             Coal                    Africa
 2000              Gas                    Africa
 2000            Hydro                    Africa
 2000          Nuclear                    Africa
 2000              Oil                    Africa
 2000 Other Renewables                    Africa
 2000             Coal          Asia and Oceania
 2000              Gas          Asia and Oceania
 2000            Hydro          Asia and Oceania
 2000          Nuclear          Asia and Oceania
 2000              Oil          Asia and Oceania
 2000 Other Renewables          Asia and Oceania
 2000             Coal Central and South America
 2000              Gas Central and South America
 2000            Hydro Central and South America
 2000          Nuclear Central and South America
 2000              Oil Central and South America
 2000 Other Renewables Central and South America
 2000             Coal                   Eurasia
 2000              Gas                   Eurasia
 2000            Hydro                   Eurasia
 2000          Nuclear                   Eurasia
 2000              Oil                   Eurasia
 2000 Other Renewables                   Eurasia
 2000             Coal                    Europe
 2000              Gas                    Europe
 2000            Hydro                    Europe
 2000          Nuclear                    Europe
 2000              Oil                    Europe
 2000 Other Renewables                    Europe
 2000             Coal               Middle East
 2000              Gas               Middle East
 2000            Hydro               Middle East
 2000              Oil               Middle East
 2000 Other Renewables               Middle East
 2000             Coal             North America
 2000              Gas             North America
 2000            Hydro             North America
 2000          Nuclear             North America
 2000              Oil             North America
 2000 Other Renewables             North America
 2001             Coal                    Africa
 2001              Gas                    Africa
 2001            Hydro                    Africa
 2001          Nuclear                    Africa
 2001              Oil                    Africa
 2001 Other Renewables                    Africa
 2001             Coal          Asia and Oceania
 2001              Gas          Asia and Oceania
 2001            Hydro          Asia and Oceania
 2001          Nuclear          Asia and Oceania
 2001              Oil          Asia and Oceania
 2001 Other Renewables          Asia and Oceania
 2001             Coal Central and South America
 2001              Gas Central and South America
 2001            Hydro Central and South America
 2001          Nuclear Central and South America
 2001              Oil Central and South America
 2001 Other Renewables Central and South America
 2001             Coal                   Eurasia
 2001              Gas                   Eurasia
 2001            Hydro                   Eurasia
 2001          Nuclear                   Eurasia
 2001              Oil                   Eurasia
 2001 Other Renewables                   Eurasia
 2001             Coal                    Europe
 2001              Gas                    Europe
 2001            Hydro                    Europe
 2001          Nuclear                    Europe
 2001              Oil                    Europe
 2001 Other Renewables                    Europe
 2001             Coal               Middle East
 2001              Gas               Middle East
 2001            Hydro               Middle East
 2001              Oil               Middle East
 2001 Other Renewables               Middle East
 2001             Coal             North America
 2001              Gas             North America
 2001            Hydro             North America
 2001          Nuclear             North America
 2001              Oil             North America
 2001 Other Renewables             North America
 2002             Coal                    Africa
 2002              Gas                    Africa
 2002            Hydro                    Africa
 2002          Nuclear                    Africa
 2002              Oil                    Africa
 2002 Other Renewables                    Africa
 2002             Coal          Asia and Oceania
 2002              Gas          Asia and Oceania
 2002            Hydro          Asia and Oceania
 2002          Nuclear          Asia and Oceania
 2002              Oil          Asia and Oceania
 2002 Other Renewables          Asia and Oceania
 2002             Coal Central and South America
 2002              Gas Central and South America
 2002            Hydro Central and South America
 2002          Nuclear Central and South America
 2002              Oil Central and South America
 2002 Other Renewables Central and South America
 2002             Coal                   Eurasia
 2002              Gas                   Eurasia
 2002            Hydro                   Eurasia
 2002          Nuclear                   Eurasia
 2002              Oil                   Eurasia
 2002 Other Renewables                   Eurasia
 2002             Coal                    Europe
 2002              Gas                    Europe
 2002            Hydro                    Europe
 2002          Nuclear                    Europe
 2002              Oil                    Europe
 2002 Other Renewables                    Europe
 2002             Coal               Middle East
 2002              Gas               Middle East
 2002            Hydro               Middle East
 2002              Oil               Middle East
 2002 Other Renewables               Middle East
 2002             Coal             North America
 2002              Gas             North America
 2002            Hydro             North America
 2002          Nuclear             North America
 2002              Oil             North America
 2002 Other Renewables             North America
 2003             Coal                    Africa
 2003              Gas                    Africa
 2003            Hydro                    Africa
 2003          Nuclear                    Africa
 2003              Oil                    Africa
 2003 Other Renewables                    Africa
 2003             Coal          Asia and Oceania
 2003              Gas          Asia and Oceania
 2003            Hydro          Asia and Oceania
 2003          Nuclear          Asia and Oceania
 2003              Oil          Asia and Oceania
 2003 Other Renewables          Asia and Oceania
 2003             Coal Central and South America
 2003              Gas Central and South America
 2003            Hydro Central and South America
 2003          Nuclear Central and South America
 2003              Oil Central and South America
 2003 Other Renewables Central and South America
 2003             Coal                   Eurasia
 2003              Gas                   Eurasia
 2003            Hydro                   Eurasia
 2003          Nuclear                   Eurasia
 2003              Oil                   Eurasia
 2003 Other Renewables                   Eurasia
 2003             Coal                    Europe
 2003              Gas                    Europe
 2003            Hydro                    Europe
 2003          Nuclear                    Europe
 2003              Oil                    Europe
 2003 Other Renewables                    Europe
 2003             Coal               Middle East
 2003              Gas               Middle East
 2003            Hydro               Middle East
 2003              Oil               Middle East
 2003 Other Renewables               Middle East
 2003             Coal             North America
 2003              Gas             North America
 2003            Hydro             North America
 2003          Nuclear             North America
 2003              Oil             North America
 2003 Other Renewables             North America
 2004             Coal                    Africa
 2004              Gas                    Africa
 2004            Hydro                    Africa
 2004          Nuclear                    Africa
 2004              Oil                    Africa
 2004 Other Renewables                    Africa
 2004             Coal          Asia and Oceania
 2004              Gas          Asia and Oceania
 2004            Hydro          Asia and Oceania
 2004          Nuclear          Asia and Oceania
 2004              Oil          Asia and Oceania
 2004 Other Renewables          Asia and Oceania
 2004             Coal Central and South America
 2004              Gas Central and South America
 2004            Hydro Central and South America
 2004          Nuclear Central and South America
 2004              Oil Central and South America
 2004 Other Renewables Central and South America
 2004             Coal                   Eurasia
 2004              Gas                   Eurasia
 2004            Hydro                   Eurasia
 2004          Nuclear                   Eurasia
 2004              Oil                   Eurasia
 2004 Other Renewables                   Eurasia
 2004             Coal                    Europe
 2004              Gas                    Europe
 2004            Hydro                    Europe
 2004          Nuclear                    Europe
 2004              Oil                    Europe
 2004 Other Renewables                    Europe
 2004             Coal               Middle East
 2004              Gas               Middle East
 2004            Hydro               Middle East
 2004              Oil               Middle East
 2004 Other Renewables               Middle East
 2004             Coal             North America
 2004              Gas             North America
 2004            Hydro             North America
 2004          Nuclear             North America
 2004              Oil             North America
 2004 Other Renewables             North America
 2005             Coal                    Africa
 2005              Gas                    Africa
 2005            Hydro                    Africa
 2005          Nuclear                    Africa
 2005              Oil                    Africa
 2005 Other Renewables                    Africa
 2005             Coal          Asia and Oceania
 2005              Gas          Asia and Oceania
 2005            Hydro          Asia and Oceania
 2005          Nuclear          Asia and Oceania
 2005              Oil          Asia and Oceania
 2005 Other Renewables          Asia and Oceania
 2005             Coal Central and South America
 2005              Gas Central and South America
 2005            Hydro Central and South America
 2005          Nuclear Central and South America
 2005              Oil Central and South America
 2005 Other Renewables Central and South America
 2005             Coal                   Eurasia
 2005              Gas                   Eurasia
 2005            Hydro                   Eurasia
 2005          Nuclear                   Eurasia
 2005              Oil                   Eurasia
 2005 Other Renewables                   Eurasia
 2005             Coal                    Europe
 2005              Gas                    Europe
 2005            Hydro                    Europe
 2005          Nuclear                    Europe
 2005              Oil                    Europe
 2005 Other Renewables                    Europe
 2005             Coal               Middle East
 2005              Gas               Middle East
 2005            Hydro               Middle East
 2005              Oil               Middle East
 2005 Other Renewables               Middle East
 2005             Coal             North America
 2005              Gas             North America
 2005            Hydro             North America
 2005          Nuclear             North America
 2005              Oil             North America
 2005 Other Renewables             North America
 2006             Coal                    Africa
 2006              Gas                    Africa
 2006            Hydro                    Africa
 2006          Nuclear                    Africa
 2006              Oil                    Africa
 2006 Other Renewables                    Africa
 2006             Coal          Asia and Oceania
 2006              Gas          Asia and Oceania
 2006            Hydro          Asia and Oceania
 2006          Nuclear          Asia and Oceania
 2006              Oil          Asia and Oceania
 2006 Other Renewables          Asia and Oceania
 2006             Coal Central and South America
 2006              Gas Central and South America
 2006            Hydro Central and South America
 2006          Nuclear Central and South America
 2006              Oil Central and South America
 2006 Other Renewables Central and South America
 2006             Coal                   Eurasia
 2006              Gas                   Eurasia
 2006            Hydro                   Eurasia
 2006          Nuclear                   Eurasia
 2006              Oil                   Eurasia
 2006 Other Renewables                   Eurasia
 2006             Coal                    Europe
 2006              Gas                    Europe
 2006            Hydro                    Europe
 2006          Nuclear                    Europe
 2006              Oil                    Europe
 2006 Other Renewables                    Europe
 2006             Coal               Middle East
 2006              Gas               Middle East
 2006            Hydro               Middle East
 2006              Oil               Middle East
 2006 Other Renewables               Middle East
 2006             Coal             North America
 2006              Gas             North America
 2006            Hydro             North America
 2006          Nuclear             North America
 2006              Oil             North America
 2006 Other Renewables             North America
 2007             Coal                    Africa
 2007              Gas                    Africa
 2007            Hydro                    Africa
 2007          Nuclear                    Africa
 2007              Oil                    Africa
 2007 Other Renewables                    Africa
 2007             Coal          Asia and Oceania
 2007              Gas          Asia and Oceania
 2007            Hydro          Asia and Oceania
 2007          Nuclear          Asia and Oceania
 2007              Oil          Asia and Oceania
 2007 Other Renewables          Asia and Oceania
 2007             Coal Central and South America
 2007              Gas Central and South America
 2007            Hydro Central and South America
 2007          Nuclear Central and South America
 2007              Oil Central and South America
 2007 Other Renewables Central and South America
 2007             Coal                   Eurasia
 2007              Gas                   Eurasia
 2007            Hydro                   Eurasia
 2007          Nuclear                   Eurasia
 2007              Oil                   Eurasia
 2007 Other Renewables                   Eurasia
 2007             Coal                    Europe
 2007              Gas                    Europe
 2007            Hydro                    Europe
 2007          Nuclear                    Europe
 2007              Oil                    Europe
 2007 Other Renewables                    Europe
 2007             Coal               Middle East
 2007              Gas               Middle East
 2007            Hydro               Middle East
 2007              Oil               Middle East
 2007 Other Renewables               Middle East
 2007             Coal             North America
 2007              Gas             North America
 2007            Hydro             North America
 2007          Nuclear             North America
 2007              Oil             North America
 2007 Other Renewables             North America
 2008             Coal                    Africa
 2008              Gas                    Africa
 2008            Hydro                    Africa
 2008          Nuclear                    Africa
 2008              Oil                    Africa
 2008 Other Renewables                    Africa
 2008             Coal          Asia and Oceania
 2008              Gas          Asia and Oceania
 2008            Hydro          Asia and Oceania
 2008          Nuclear          Asia and Oceania
 2008              Oil          Asia and Oceania
 2008 Other Renewables          Asia and Oceania
 2008             Coal Central and South America
 2008              Gas Central and South America
 2008            Hydro Central and South America
 2008          Nuclear Central and South America
 2008              Oil Central and South America
 2008 Other Renewables Central and South America
 2008             Coal                   Eurasia
 2008              Gas                   Eurasia
 2008            Hydro                   Eurasia
 2008          Nuclear                   Eurasia
 2008              Oil                   Eurasia
 2008 Other Renewables                   Eurasia
 2008             Coal                    Europe
 2008              Gas                    Europe
 2008            Hydro                    Europe
 2008          Nuclear                    Europe
 2008              Oil                    Europe
 2008 Other Renewables                    Europe
 2008             Coal               Middle East
 2008              Gas               Middle East
 2008            Hydro               Middle East
 2008              Oil               Middle East
 2008 Other Renewables               Middle East
 2008             Coal             North America
 2008              Gas             North America
 2008            Hydro             North America
 2008          Nuclear             North America
 2008              Oil             North America
 2008 Other Renewables             North America
 2009             Coal                    Africa
 2009              Gas                    Africa
 2009            Hydro                    Africa
 2009          Nuclear                    Africa
 2009              Oil                    Africa
 2009 Other Renewables                    Africa
 2009             Coal          Asia and Oceania
 2009              Gas          Asia and Oceania
 2009            Hydro          Asia and Oceania
 2009          Nuclear          Asia and Oceania
 2009              Oil          Asia and Oceania
 2009 Other Renewables          Asia and Oceania
 2009             Coal Central and South America
 2009              Gas Central and South America
 2009            Hydro Central and South America
 2009          Nuclear Central and South America
 2009              Oil Central and South America
 2009 Other Renewables Central and South America
 2009             Coal                   Eurasia
 2009              Gas                   Eurasia
 2009            Hydro                   Eurasia
 2009          Nuclear                   Eurasia
 2009              Oil                   Eurasia
 2009 Other Renewables                   Eurasia
 2009             Coal                    Europe
 2009              Gas                    Europe
 2009            Hydro                    Europe
 2009          Nuclear                    Europe
 2009              Oil                    Europe
 2009 Other Renewables                    Europe
 2009             Coal               Middle East
 2009              Gas               Middle East
 2009            Hydro               Middle East
 2009              Oil               Middle East
 2009 Other Renewables               Middle East
 2009             Coal             North America
 2009              Gas             North America
 2009            Hydro             North America
 2009          Nuclear             North America
 2009              Oil             North America
 2009 Other Renewables             North America
 2010             Coal                    Africa
 2010              Gas                    Africa
 2010            Hydro                    Africa
 2010          Nuclear                    Africa
 2010              Oil                    Africa
 2010 Other Renewables                    Africa
 2010             Coal          Asia and Oceania
 2010              Gas          Asia and Oceania
 2010            Hydro          Asia and Oceania
 2010          Nuclear          Asia and Oceania
 2010              Oil          Asia and Oceania
 2010 Other Renewables          Asia and Oceania
 2010             Coal Central and South America
 2010              Gas Central and South America
 2010            Hydro Central and South America
 2010          Nuclear Central and South America
 2010              Oil Central and South America
 2010 Other Renewables Central and South America
 2010             Coal                   Eurasia
 2010              Gas                   Eurasia
 2010            Hydro                   Eurasia
 2010          Nuclear                   Eurasia
 2010              Oil                   Eurasia
 2010 Other Renewables                   Eurasia
 2010             Coal                    Europe
 2010              Gas                    Europe
 2010            Hydro                    Europe
 2010          Nuclear                    Europe
 2010              Oil                    Europe
 2010 Other Renewables                    Europe
 2010             Coal               Middle East
 2010              Gas               Middle East
 2010            Hydro               Middle East
 2010              Oil               Middle East
 2010 Other Renewables               Middle East
 2010             Coal             North America
 2010              Gas             North America
 2010            Hydro             North America
 2010          Nuclear             North America
 2010              Oil             North America
 2010 Other Renewables             North America
 2011             Coal                    Africa
 2011              Gas                    Africa
 2011            Hydro                    Africa
 2011          Nuclear                    Africa
 2011              Oil                    Africa
 2011 Other Renewables                    Africa
 2011             Coal          Asia and Oceania
 2011              Gas          Asia and Oceania
 2011            Hydro          Asia and Oceania
 2011          Nuclear          Asia and Oceania
 2011              Oil          Asia and Oceania
 2011 Other Renewables          Asia and Oceania
 2011             Coal Central and South America
 2011              Gas Central and South America
 2011            Hydro Central and South America
 2011          Nuclear Central and South America
 2011              Oil Central and South America
 2011 Other Renewables Central and South America
 2011             Coal                   Eurasia
 2011              Gas                   Eurasia
 2011            Hydro                   Eurasia
 2011          Nuclear                   Eurasia
 2011              Oil                   Eurasia
 2011 Other Renewables                   Eurasia
 2011             Coal                    Europe
 2011              Gas                    Europe
 2011            Hydro                    Europe
 2011          Nuclear                    Europe
 2011              Oil                    Europe
 2011 Other Renewables                    Europe
 2011             Coal               Middle East
 2011              Gas               Middle East
 2011            Hydro               Middle East
 2011          Nuclear               Middle East
 2011              Oil               Middle East
 2011 Other Renewables               Middle East
 2011             Coal             North America
 2011              Gas             North America
 2011            Hydro             North America
 2011          Nuclear             North America
 2011              Oil             North America
 2011 Other Renewables             North America
 2012             Coal                    Africa
 2012              Gas                    Africa
 2012            Hydro                    Africa
 2012          Nuclear                    Africa
 2012              Oil                    Africa
 2012 Other Renewables                    Africa
 2012             Coal          Asia and Oceania
 2012              Gas          Asia and Oceania
 2012            Hydro          Asia and Oceania
 2012          Nuclear          Asia and Oceania
 2012              Oil          Asia and Oceania
 2012 Other Renewables          Asia and Oceania
 2012             Coal Central and South America
 2012              Gas Central and South America
 2012            Hydro Central and South America
 2012          Nuclear Central and South America
 2012              Oil Central and South America
 2012 Other Renewables Central and South America
 2012             Coal                   Eurasia
 2012              Gas                   Eurasia
 2012            Hydro                   Eurasia
 2012          Nuclear                   Eurasia
 2012              Oil                   Eurasia
 2012 Other Renewables                   Eurasia
 2012             Coal                    Europe
 2012              Gas                    Europe
 2012            Hydro                    Europe
 2012          Nuclear                    Europe
 2012              Oil                    Europe
 2012 Other Renewables                    Europe
 2012             Coal               Middle East
 2012              Gas               Middle East
 2012            Hydro               Middle East
 2012          Nuclear               Middle East
 2012              Oil               Middle East
 2012 Other Renewables               Middle East
 2012             Coal             North America
 2012              Gas             North America
 2012            Hydro             North America
 2012          Nuclear             North America
 2012              Oil             North America
 2012 Other Renewables             North America
 2013             Coal                    Africa
 2013              Gas                    Africa
 2013            Hydro                    Africa
 2013          Nuclear                    Africa
 2013              Oil                    Africa
 2013 Other Renewables                    Africa
 2013             Coal          Asia and Oceania
 2013              Gas          Asia and Oceania
 2013            Hydro          Asia and Oceania
 2013          Nuclear          Asia and Oceania
 2013              Oil          Asia and Oceania
 2013 Other Renewables          Asia and Oceania
 2013             Coal Central and South America
 2013              Gas Central and South America
 2013            Hydro Central and South America
 2013          Nuclear Central and South America
 2013              Oil Central and South America
 2013 Other Renewables Central and South America
 2013             Coal                   Eurasia
 2013              Gas                   Eurasia
 2013            Hydro                   Eurasia
 2013          Nuclear                   Eurasia
 2013              Oil                   Eurasia
 2013 Other Renewables                   Eurasia
 2013             Coal                    Europe
 2013              Gas                    Europe
 2013            Hydro                    Europe
 2013          Nuclear                    Europe
 2013              Oil                    Europe
 2013 Other Renewables                    Europe
 2013             Coal               Middle East
 2013              Gas               Middle East
 2013            Hydro               Middle East
 2013          Nuclear               Middle East
 2013              Oil               Middle East
 2013 Other Renewables               Middle East
 2013             Coal             North America
 2013              Gas             North America
 2013            Hydro             North America
 2013          Nuclear             North America
 2013              Oil             North America
 2013 Other Renewables             North America
 2014             Coal                    Africa
 2014              Gas                    Africa
 2014            Hydro                    Africa
 2014          Nuclear                    Africa
 2014              Oil                    Africa
 2014 Other Renewables                    Africa
 2014             Coal          Asia and Oceania
 2014              Gas          Asia and Oceania
 2014            Hydro          Asia and Oceania
 2014          Nuclear          Asia and Oceania
 2014              Oil          Asia and Oceania
 2014 Other Renewables          Asia and Oceania
 2014             Coal Central and South America
 2014              Gas Central and South America
 2014            Hydro Central and South America
 2014          Nuclear Central and South America
 2014              Oil Central and South America
 2014 Other Renewables Central and South America
 2014             Coal                   Eurasia
 2014              Gas                   Eurasia
 2014            Hydro                   Eurasia
 2014          Nuclear                   Eurasia
 2014              Oil                   Eurasia
 2014 Other Renewables                   Eurasia
 2014             Coal                    Europe
 2014              Gas                    Europe
 2014            Hydro                    Europe
 2014          Nuclear                    Europe
 2014              Oil                    Europe
 2014 Other Renewables                    Europe
 2014             Coal               Middle East
 2014              Gas               Middle East
 2014            Hydro               Middle East
 2014          Nuclear               Middle East
 2014              Oil               Middle East
 2014 Other Renewables               Middle East
 2014             Coal             North America
 2014              Gas             North America
 2014            Hydro             North America
 2014          Nuclear             North America
 2014              Oil             North America
 2014 Other Renewables             North America
          TJ
     24048.3
    542522.6
     23822.9
     10798.4
        50.4
      1591.0
    389922.0
    432998.9
  11541835.5
       396.0
     27172.3
   6750471.5
    265825.5
      9849.6
    360232.3
     40355.5
    612609.6
     37262.5
     18657.2
        57.6
      1632.9
    398876.0
    484161.6
  11187846.1
       576.0
     31484.7
   7349398.6
    294581.0
     10908.0
    391675.1
     60157.1
    653338.2
     29684.4
     21673.0
      1339.8
    397403.8
    459878.1
  11262939.4
       792.0
     37806.8
   7686815.2
    323336.5
     12312.0
    498689.7
     81631.5
    694323.1
     52628.1
     24982.4
      1549.1
    407106.0
    431700.9
  11750771.6
      1080.0
     48315.7
   8955322.9
    352092.0
     14137.2
    563962.0
     92145.9
    731250.6
     64225.5
     23518.5
      1632.9
    473259.5
    448992.4
  11876121.8
      1260.0
     60792.3
   8829374.0
    380847.5
     16131.6
    657495.1
    106125.0
    780040.2
     75781.1
     25142.5
       226.8
      2093.4
    450572.7
    312251.5
  12544595.6
      1440.0
     65607.2
   9839131.3
    409603.1
     18194.4
    757099.0
    121181.4
   1047767.6
     79298.0
     29305.8
       320.4
      2972.6
    524377.0
    337958.5
  12960817.2
      1980.0
     75362.4
        41.9
  10392264.2
    438358.6
     20206.8
    712342.2
    133729.2
   1130345.2
     93156.3
     29522.7
       450.0
      4186.8
    627505.0
    358138.9
  13786995.9
      2880.0
    100106.4
  12029944.0
    467114.1
     22320.0
    938052.5
    138707.2
   1276793.3
     99185.3
     36307.4
       626.4
      5359.1
    624367.5
    361195.2
  13817883.2
      3510.0
    125980.8
  10467198.5
    495869.6
     25106.4
   1023002.7
    159194.3
   1201218.8
    112290.0
     36632.8
       882.0
      8331.7
    651780.7
    384180.8
  13936952.7
      3960.0
    150306.1
  11559768.6
    524625.1
     28252.8
   1041634.0
    180128.3
   1251276.7
    108773.1
     40033.1
      1242.0
      8038.7
    609466.3
    399462.6
  14321953.0
      4500.0
    135861.7
  12620748.4
    567320.4
     31053.6
   1193363.6
    174431.2
       125.6
   1435855.0
    117690.9
     44353.2
      1278.0
      9964.6
    647234.5
    379114.7
  14786706.8
      5400.0
    135359.2
      1842.2
  12451983.0
    597475.2
     34048.8
   1310719.6
    184905.3
      1172.3
   1370139.9
    113378.5
     46662.1
     12769.7
    763663.0
    383720.2
  15175643.5
      6300.0
    133517.1
      3433.2
  13458374.0
    627630.0
     36957.6
   1338310.6
    202474.0
       544.3
   1474284.8
    120412.4
     45619.2
      1512.0
     15407.4
    828185.9
       126.0
    377272.5
  16334468.6
      7200.0
    131800.5
     11639.3
  14330393.3
    657784.8
     40395.6
   1532913.1
    199323.0
      4186.8
   1572693.8
      4528.8
    124473.6
     40223.7
      1645.2
     16454.1
    776185.6
    373881.2
  14303614.8
      8370.0
    117649.1
     15993.6
  12919496.0
    687939.6
     44024.4
   1603083.9
    202256.3
      1256.0
   1526187.5
      5760.0
    132302.9
     43369.5
      1789.2
     23069.3
    763965.5
    388158.2
  13462217.0
      9450.0
    103162.8
     19133.7
  13342274.7
    718094.3
     47660.4
   1754143.6
    239171.4
      2470.2
   1590391.7
      6706.8
    141095.2
     52571.5
      1944.0
     26586.2
    806460.1
    413279.0
  13983972.1
     11610.0
     79800.4
        43.2
     27381.7
  14799301.4
    748249.1
     51771.6
   1906752.5
    258529.1
      5777.8
   1735868.4
      7948.8
    140215.9
     58812.4
      2113.2
     32782.6
    754616.2
    366638.1
  13679829.4
     12150.0
     68914.7
        72.0
     38183.6
  16287325.7
    778403.9
     55407.6
   2218627.2
    247605.0
     11848.6
   1879717.5
      9417.6
    135987.3
     62003.9
      2296.8
     37262.5
    295247.8
    154492.9
  12676248.2
     18543.6
     77246.5
        75.6
     47059.6
  17028483.7
    808558.7
     57506.4
   2386643.5
    256813.7
      9420.3
   2050255.0
     10324.8
    155958.3
     60150.6
      2498.4
     36174.0
    206098.1
    185768.3
  10768401.2
     17478.0
     74734.4
        50.4
     58950.1
  13959448.9
    838713.5
     19270.8
   2725397.5
    286392.4
      6238.3
   1944644.7
     11397.6
    167262.7
     49414.0
      2718.0
     41533.1
    185219.8
    163285.2
  12224716.2
     19656.0
     82856.8
        25.2
     74190.1
  16599829.0
    868868.2
     93747.6
   3624010.3
    284684.5
      7661.8
   1911511.9
     12920.4
    172831.1
     54708.5
      2926.8
     57317.3
    203803.6
        36.0
    159098.4
  10839541.2
     18720.0
     83108.0
        68.4
     99017.8
  12834596.5
    899023.0
     87048.0
   3923994.6
    243230.1
      7285.0
   1953114.6
      5945.0
     14493.6
    180660.4
     46748.9
      3060.0
     78921.2
    247522.7
       781.6
        43.2
    196779.6
  12979502.0
     23805.7
     19404.0
     92947.0
        72.0
    125897.1
  12108091.5
    929177.8
    100195.2
   4343930.6
    296618.4
      6447.7
   2085191.7
      7709.0
     15746.4
    203939.0
     50307.7
      3574.8
    100650.7
    278547.5
      2580.6
        72.0
    221900.4
  12810097.7
     27011.1
     35488.8
     99897.0
        90.0
    158009.8
  16601829.3
   1087146.5
    112885.2
   5153950.8
    312798.8
      6908.2
   2234719.9
      9473.0
     21542.4
    209423.7
     58791.9
      3870.0
    155916.4
    371660.3
      4379.6
       108.0
    255394.8
  13897580.1
     30216.4
     39438.0
    116393.0
        97.2
    184344.8
  14404394.9
   1245115.3
    119869.2
   4999625.4
    328502.7
      7620.0
   2265236.9
     11237.1
     24861.6
    215452.7
     55681.8
      4323.6
    242625.1
    377926.4
      6178.6
       144.0
    297262.8
  13682553.5
     33421.8
     54378.0
    138373.7
       111.6
    193807.0
  14649457.0
   1403084.0
    129794.4
   5120288.9
    352617.3
      7285.0
   2226145.1
     13001.1
     32655.6
    212773.2
     57258.6
      4683.6
    393182.4
    590892.2
      7977.6
       180.0
    347504.4
  11404694.1
     36627.2
     64825.2
    177059.8
       151.2
    205530.0
  16586899.8
   1561052.8
    152157.6
   5035841.2
    346217.7
      7787.4
   2378993.2
     14765.2
     37533.6
    241787.7
     55804.0
      5007.6
    600680.2
    742671.5
      9776.6
       921.6
    431240.4
  14971109.7
     39832.6
     70092.0
    191964.8
       183.6
    229813.5
  15146099.2
   1719021.5
    170172.0
   5579957.7
    352241.2
     11262.5
   2381736.0
     16529.2
     44294.4
    273146.8
     56343.8
      5425.2
    936377.8
    817740.4
     11575.6
      1548.0
    485668.8
  14817605.4
     43037.9
     76262.4
    218174.1
       212.4
    245220.9
  14618463.5
   1876990.2
    192250.8
   5478679.0
    360099.7
       108.0
     11513.7
   2408514.8
     22154.6
     49863.6
    313256.4
     61942.7
     16183.4
      6865.2
   1143247.6
    922312.3
     19156.2
      1663.2
    573591.6
  15970460.2
     49797.9
    126590.4
    239066.3
       216.0
    237391.6
  15418367.6
   1961289.7
    196711.2
   6056164.3
    338961.3
       118.8
     12016.1
   2338714.8
     21796.9
     52120.8
    304882.8
     59426.6
     17957.6
      6757.2
   1145299.1
   1095445.6
     26736.8
      1998.0
    774558.0
  14689827.3
     56557.8
     99946.8
    282022.8
       205.2
    257739.4
  13589628.1
   2045589.1
    189442.8
   5399925.3
    294320.6
       140.4
     12141.7
   2162425.4
     24430.7
     54036.0
    278966.5
     47075.0
     19731.9
      6872.4
   1017224.9
   1292449.0
     34317.4
      2131.2
    937843.2
  13380942.3
     63317.7
    134038.8
    323472.2
       190.8
    249658.9
  11142811.4
   2129888.5
    177768.0
   5091735.0
    263316.7
       194.4
     11388.1
   2098779.7
     27064.6
     57283.2
    297095.3
     44329.8
     21506.1
      7297.2
   1011907.7
   1464783.1
     41898.0
      2923.2
    895975.2
  12187207.1
     70077.6
    131364.0
    345662.2
       180.0
    279301.4
   9121537.3
   2214187.9
    190767.6
   4709228.9
    283375.8
       352.8
     10048.3
   2269986.5
     29698.4
     64774.8
    319745.9
     62657.3
     23280.3
      7797.6
   1020909.3
   1728342.0
     49478.7
      4500.0
    900162.0
  12315081.5
     76837.6
    140972.4
    347295.1
       273.6
    306431.9
   9702168.8
   2298487.4
    198774.0
   5340389.0
    325332.9
       619.2
      9294.7
   2527022.6
     32332.3
     64695.6
    348551.1
     77268.4
     25054.5
      8301.6
   1189595.5
   2126246.3
     57059.3
      8553.6
   1013205.6
  13139400.9
     83597.5
    147168.0
    395401.4
       262.8
    361362.7
  10570172.2
   2382786.8
    209703.6
   5383387.4
    360872.5
       590.4
      7620.0
   2737960.6
     34966.1
     73440.0
    356338.5
     87422.8
     26828.8
      9064.8
   1280951.5
   2462246.5
     64639.9
     13233.6
   1055073.6
  13569486.1
     90357.4
    178718.4
    395359.5
       295.2
    474741.3
  10786555.3
   2467086.2
    240519.6
   5889487.8
    392111.5
       604.8
      7661.8
   2968332.6
     37600.0
     78004.8
    373462.6
     83424.0
     28603.0
      9450.0
   1348484.5
   2835135.3
     72220.5
     14446.8
   1147183.2
  14166080.2
     97117.3
    195483.6
    410850.7
       334.8
    538464.3
  12514950.0
   2551385.6
    250218.0
   6476016.6
    422074.8
       835.2
      7285.0
   3117059.8
     44898.6
     90691.2
    416084.2
     86778.4
     86937.7
     11714.4
   1579302.8
   2856001.7
     79801.1
     15062.4
   1193238.0
  15524775.6
    103877.3
    232513.2
    348927.9
        90.0
       104.4
    649456.4
  12621042.3
   2674362.6
    278348.4
   7531425.2
    442578.5
       885.6
      9587.8
   3261806.7
      1896.5
     91818.0
    430277.4
     91501.5
     89074.5
     11995.2
   1610955.0
   2978076.6
     86442.9
     18302.4
   1264413.6
  15467323.5
     99785.0
    232862.4
    336158.2
       730.8
    657202.0
  10066491.6
   2897815.0
    272746.8
   7138075.3
    456984.3
      1036.8
     28093.4
   3538856.7
      1842.3
     89866.8
    459417.6
     90547.7
     91211.2
     11653.2
   1737061.5
   3255597.4
     93084.7
     16938.0
   1268600.4
  15422354.8
     95692.7
    259696.8
    336702.5
      1756.8
      2198.1
    639408.1
  11360775.0
   3121267.5
    277984.8
   7456732.7
    478973.6
      1216.8
     39104.7
   3953305.8
      1788.2
     94273.2
    471015.0
    104875.1
     93347.9
     12510.0
   1637415.6
   3671039.3
     99726.5
     18406.8
   1302094.8
  16408162.4
     91600.4
    256932.0
    351733.1
      1929.6
      2696.3
    541227.6
  13020864.8
   3344719.9
    298206.0
   7967564.1
    514732.4
      1310.4
     51372.0
   4261074.9
      1734.0
    111772.8
    417214.6
    106651.9
     95484.7
     14144.4
   1871457.7
   3542989.9
    106368.4
   1348191.5
  16123726.0
     87508.1
    271378.8
    335320.8
      2336.4
      2637.7
    409762.1
  14465017.3
   3568172.3
    323726.4
   8247409.8
    565504.6
      1342.8
     49697.3
   4174578.2
      1679.8
    103111.2
    219932.6
    123805.4
     97621.4
     15332.4
   1329769.5
   2172132.8
    113010.2
   1288738.9
  16393162.3
     83415.8
    236851.2
    366847.4
      3214.8
      2403.2
    570032.8
  16253999.9
   3791624.7
    387388.8
   8111171.4
    575527.0
       986.4
     54009.7
   3951273.4
      1625.6
    113454.0
    329543.0
    132435.8
     99758.1
     16563.6
   1539988.8
   3171313.9
    119652.0
   1145508.5
  16527403.3
     79323.5
    281196.0
    367642.9
      3272.4
      2022.2
    627308.2
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    433648.8
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    639199.7
      1245.6
     56856.7
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      1571.4
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     17881.2
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     75231.2
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      1004.4
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    648420.7
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       331.2
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      3033.3
       108.0
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       860.4
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      3033.3
       111.6
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       198.0
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       118.8
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       241.2
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      4600.8
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       280.8
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       327.6
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       399.6
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       644.8
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       450.0
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       632.7
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      6523.2
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       109.1
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        21.6
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     54187.8
       550.8
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       500.4
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      5650.9
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       118.8
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     10233.9
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       799.2
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     18458.2
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       338.4
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     25003.6
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       360.0
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        32.7
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        21.8
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  27564115.0
    801097.2
   2557090.9
  22124875.7
      8233.2
   6443586.0
  12196966.7
   1813024.9
  10439880.0
   9770631.2
    499808.2
     28032.4
  10171973.8
     56041.2
  48605910.4
       172.8
  22571264.5
  29273309.2
   2266410.0
   9216596.7
  33295595.6
    635052.0
   5591892.0
   6094321.5
    311509.6
    155781.8
  19052559.4
     13801.5
  61066774.2
  12339255.4
   2443586.5
   5403905.5
  17818087.7
    253885.2
   1663537.6
   5132828.7
   2093373.4
    206323.6
  14912030.1
    396400.7
   7988482.9
  28579711.0
    889308.0
   2582323.6
  24083591.4
      9056.2
   6200782.4
  12659173.9
   1947670.0
  10587218.9
   9643367.7
    609425.9
     29528.5
  11013447.5
     58791.6
  52321473.0
       241.2
  23370033.9
  28483283.8
   2270873.9
   9634149.7
  33343470.4
    698345.9
   5645529.4
   6996976.3
    318522.5
    133505.5
  20675622.9
     13815.9
  71690542.3
  13336276.2
   2642281.2
   5726889.8
  17997271.1
    301428.1
   1833467.6
   5273001.0
   2213031.1
    169865.5
  15373244.3
    434027.2
   8500740.4
  28961416.1
    878523.1
   2545808.3
  24973456.8
     12822.3
   5999009.0
  12141956.6
   1947409.2
  10472475.7
   9199866.8
    726730.7
     38161.4
  12459245.1
     98211.6
  54230850.6
       324.0
  23673421.0
  28148705.6
   2361615.3
   9590567.7
  32272408.7
    765360.3
   5633419.5
   7406181.4
    330463.0
    109898.2
  20839723.8
     16713.9
  77144352.1
  14389688.2
   2891948.5
   5901704.8
  18124954.7
    350999.4
   2025546.7
   5707487.5
   2311698.5
    219676.4
  15485255.1
    502866.5
   8730789.1
  29674374.1
    875008.8
   2620294.7
  25807474.5
     14079.1
   6006530.3
  11783110.9
   1920196.5
  10457269.0
   8730580.9
    892576.6
     40491.3
  13223808.7
    103597.3
  53477385.8
       518.4
  24274786.3
  29072858.5
   2407173.9
   9709687.0
  32517705.0
    894519.1
   5691255.5
   7612538.4
    338091.6
    137464.0
  21275126.2
     15795.2
  82245580.8
  15248166.3
   3053113.2
   5675603.1
  18079424.6
    390787.7
   2075047.8
   5612593.8
   2386224.7
    200407.6
  15431170.4
    646446.6
   8812841.1
  29986260.6
    877525.1
   2693483.2
  26802162.9
     12910.7
   6088731.1
  11330228.4
   1935008.7
   9879325.6
   8011597.5
   1071624.2
     40834.6
  13965445.8
     99293.9
  52118557.0
       594.0
  24092072.1
  29651430.4
   2298319.1
   9867981.8
  32724686.3
   1099738.8
   5775203.5
   8309947.3
    343676.1
    139066.4
  21486958.8
     17451.2
  85712488.2
  15894674.0
   3384522.4
   5509591.7
  18450380.2
    488914.4
   2156350.2
   5837288.6
   2401748.1
    220063.6
  15841817.7
    802045.6
   9328535.7
  30355920.8
    845344.9
   2707590.7
  26660410.7
     18364.9
   5961124.6
  11739676.4
   2028606.9
   9901938.0
   7710286.9
   1236450.5
     38995.2
  15004871.5
     42080.9
  54836390.6
       781.2
  24382073.5
  30199705.6
   2402254.8
   9860356.4
  32030984.2
   1414756.7
   5714321.7
   7992659.8
    355442.3
    126259.3
  21172455.4
     19749.6
  91936641.4
  16789331.9
   3496747.3
   5750823.3
  18583800.0
    594646.2
   2077494.7
   5565060.0
   2463301.1
    216152.7
  15972435.4
    836018.6
   8570237.1
  26496244.9
    871408.8
   2654472.0
  27472187.8
     23427.6
   5671044.0
  11293154.2
   2015382.5
   9429158.3
   7453147.7
   1419688.0
     28253.2
  16327338.4
     46442.6
  51937407.2
      1159.2
  22119301.4
  30246813.3
   2393478.0
   9753730.9
  32799492.1
   1615041.0
   5842125.2
   8287140.3
    394084.8
    140726.6
  21624683.1
     24145.2
  98539355.8
  18587233.3
   3975958.8
   6065839.5
  19541594.7
    732977.6
   2094317.5
   5992163.2
   2474019.4
    223261.1
  16728745.1
    948024.7
   9641141.7
  29024213.7
    876470.4
   2679745.5
  28393433.7
     25550.3
   5492603.6
  11517294.4
   2214139.5
   9781143.6
   7028605.0
   1612361.8
     25138.4
  18633797.0
     63494.4
  55697910.6
      1299.0
  22680402.7
  30866458.0
   2321244.0
   9797029.1
  34205634.1
   1891192.1
   5818905.8
   8013376.0
    396126.0
    141147.7
  18718268.3
     25418.2
 105601012.6
  18692594.2
   4040640.0
   5014652.9
  19263114.6
   1000471.3
   2380109.1
   6205815.9
   2626830.0
    225679.6
  17103066.6
    886108.8
   9921628.6
  30765571.7
    862851.6
   2719299.6
  28653071.6
     27315.7
   5689306.4
  10499091.2
   1943164.8
   9678986.6
   6781707.8
   1828267.2
     25408.2
  20506824.3
     72597.6
      1068.9
  58769390.1
      2302.3
  22899985.6
  32364209.9
   2617873.2
   9685472.7
  35414324.2
   2151908.9
   6038215.9
   8751129.9
    406720.8
    135250.9
  20823570.5
     24256.3
 102319365.3
  18646264.0
   4590878.4
   3568374.7
  19349980.6
   1233431.3
   2508385.3
   6518231.0
   2575242.0
    229909.1
  16984404.1
    931354.8
  10821772.6
  30725010.9
    863805.6
   2763310.3
  28893582.0
     31981.8
   5591897.2
  10777595.7
   2145549.6
   9412363.6
   6467780.9
   2047613.0
     28841.6
  21642196.9
     79156.8
     14487.3
  59215427.7
      2712.0
  21448617.5
  33338271.2
   2464135.2
   9456032.7
  38024848.5
   2180984.0
   6019249.7
   8219641.5
    414922.4
    148524.0
  19218750.0
     28351.6
 104855350.8
  19248629.2
   4756181.8
   3560232.1
  19210398.5
   1453757.1
   2467685.9
   6716758.3
   2473330.1
    214306.7
  17248015.9
   1069473.2
  10769196.7
  31740813.0
    905296.1
   2635064.9
  29261637.5
     31770.0
   4973780.6
  10494956.9
   2227683.1
   9314824.5
   6296578.4
   2312971.3
     28920.6
  22175416.1
     83380.5
     42476.4
  58350505.1
      3850.7
  20919833.0
  33692389.4
   2463508.8
   9789440.4
  41029379.4
   2365121.4
   6113585.8
   8299211.2
    434920.7
    160887.3
  17942925.8
     30792.3
 104407198.0
  20579220.2
   4725744.1
   3909656.3
  19286736.4
   1660966.3
   2504000.5
   6776682.3
   2469458.6
    230362.9
  17853063.2
   1183977.2
  10362591.4
  31097055.8
    887371.3
   2764756.4
  29524322.7
     37343.1
   4853477.1
   9890411.4
   2244788.1
   9362450.1
   6422794.6
   2487293.2
     28920.6
  22959620.1
     79524.1
     45163.6
  59123842.6
      5275.7
  21161734.0
  35538636.0
   2423027.0
   9897819.1
  44928220.6
   2562705.2
arrange(energy,-TJ,region)

output

 year           source                    region
 2011             Coal          Asia and Oceania
 2013             Coal          Asia and Oceania
 2014             Coal          Asia and Oceania
 2012             Coal          Asia and Oceania
 2010             Coal          Asia and Oceania
 2009             Coal          Asia and Oceania
 2008             Coal          Asia and Oceania
 2007             Coal          Asia and Oceania
 2006             Coal          Asia and Oceania
 2005             Coal          Asia and Oceania
 2004             Coal          Asia and Oceania
 2012              Oil               Middle East
 2014              Oil               Middle East
 2011              Oil               Middle East
 2013              Oil               Middle East
 2003             Coal          Asia and Oceania
 2010              Oil               Middle East
 2008              Oil               Middle East
 2005              Oil               Middle East
 2006              Oil               Middle East
 2004              Oil               Middle East
 2007              Oil               Middle East
 2009              Oil               Middle East
 2002             Coal          Asia and Oceania
 2000              Oil               Middle East
 2003              Oil               Middle East
 2001              Oil               Middle East
 1998              Oil               Middle East
 1999              Oil               Middle East
 2001             Coal          Asia and Oceania
 1977              Oil               Middle East
 1976              Oil               Middle East
 2002              Oil               Middle East
 1997              Oil               Middle East
 1974              Oil               Middle East
 2014              Oil             North America
 1979              Oil               Middle East
 1978              Oil               Middle East
 1973              Oil               Middle East
 1996              Oil               Middle East
 1995              Oil               Middle East
 2000             Coal          Asia and Oceania
 1994              Oil               Middle East
 1998             Coal          Asia and Oceania
 1999             Coal          Asia and Oceania
 1997             Coal          Asia and Oceania
 2013              Oil             North America
 1993              Oil               Middle East
 1975              Oil               Middle East
 1980              Oil               Middle East
 1992              Oil               Middle East
 2012              Oil             North America
 1996             Coal          Asia and Oceania
 1972              Oil               Middle East
 1990              Oil               Middle East
 1995             Coal          Asia and Oceania
 1991              Oil               Middle East
 1989              Oil               Middle East
 2014              Gas             North America
 2011              Oil             North America
 1981              Oil               Middle East
 1994             Coal          Asia and Oceania
 2010              Oil             North America
 1985              Oil             North America
 1984              Oil             North America
 2013              Gas             North America
 1971              Oil               Middle East
 2004              Oil             North America
 2012              Gas             North America
 2003              Oil             North America
 1986              Oil             North America
 2002              Oil             North America
 1997              Oil             North America
 1987              Oil             North America
 1998              Oil             North America
 2009              Oil             North America
 1983              Oil             North America
 1982              Oil             North America
 1988              Oil             North America
 2007              Oil             North America
 1993             Coal          Asia and Oceania
 2001              Oil             North America
 2006              Oil             North America
 1988              Oil               Middle East
 2000              Oil             North America
 2011              Gas             North America
 1996              Oil             North America
 2005              Oil             North America
 2008              Oil             North America
 1991              Oil             North America
 1992              Oil             North America
 1993              Oil             North America
 1999              Oil             North America
 1981              Oil             North America
 2013              Gas                   Eurasia
 1992             Coal          Asia and Oceania
 1995              Oil             North America
 1994              Oil             North America
 1989              Oil             North America
 1980              Oil             North America
 1990              Oil             North America
 1990              Gas                   Eurasia
 2014              Gas                   Eurasia
 2010              Gas             North America
 2011              Gas                   Eurasia
 1991             Coal          Asia and Oceania
 2012              Gas                   Eurasia
 1991              Gas                   Eurasia
 1989              Gas                   Eurasia
 2008              Gas                   Eurasia
 2009              Gas             North America
 2008              Gas             North America
 2007              Gas                   Eurasia
 2001              Gas             North America
 1990             Coal          Asia and Oceania
 2006              Gas                   Eurasia
 2007              Gas             North America
 2014              Oil                   Eurasia
 1988              Gas                   Eurasia
 1992              Gas                   Eurasia
 1973              Gas             North America
 2003              Gas             North America
 2013              Oil                   Eurasia
 2000              Gas             North America
 2002              Gas             North America
 2006              Gas             North America
 2010              Gas                   Eurasia
 1989             Coal          Asia and Oceania
 2005              Gas                   Eurasia
 1987              Oil               Middle East
 2012              Oil                   Eurasia
 1972              Gas             North America
 1970              Oil               Middle East
 1993              Gas                   Eurasia
 2011              Oil                   Eurasia
 1999              Gas             North America
 2004              Gas                   Eurasia
 1998              Gas             North America
 2004              Gas             North America
 2010              Oil                   Eurasia
 1971              Gas             North America
 1982              Oil               Middle East
 2005              Gas             North America
 1974              Gas             North America
 1997              Gas             North America
 1986              Oil               Middle East
 1996              Gas             North America
 1979              Gas             North America
 2003              Gas                   Eurasia
 2009              Oil                   Eurasia
 1987              Gas                   Eurasia
 1988             Coal          Asia and Oceania
 1970              Gas             North America
 1994              Gas             North America
 1995              Gas             North America
 1994              Gas                   Eurasia
 2007              Oil                   Eurasia
 1977              Gas             North America
 2002              Gas                   Eurasia
 2008              Oil                   Eurasia
 1995              Gas                   Eurasia
 1975              Gas             North America
 2009              Gas                   Eurasia
 1976              Gas             North America
 1988              Oil                   Eurasia
 1987             Coal          Asia and Oceania
 1987              Oil                   Eurasia
 1978              Gas             North America
 1986              Gas                   Eurasia
 1983              Oil                   Eurasia
 2001              Gas                   Eurasia
 1993              Gas             North America
 1982              Oil                   Eurasia
 1986              Oil                   Eurasia
 1983              Oil               Middle East
 1984              Oil                   Eurasia
 2000              Gas                   Eurasia
 2006              Oil                   Eurasia
 1981              Oil                   Eurasia
 1969              Gas             North America
 1969              Oil               Middle East
 1996              Gas                   Eurasia
 1989              Oil                   Eurasia
 1984              Oil               Middle East
 1980              Oil                   Eurasia
 1985              Oil                   Eurasia
 1992              Gas             North America
 1986             Coal          Asia and Oceania
 1998             Coal             North America
 2005              Oil                   Eurasia
 1980              Gas             North America
 1999              Gas                   Eurasia
 1985              Gas                   Eurasia
 1981              Gas             North America
 1991              Gas             North America
 1998              Gas                   Eurasia
 1979              Oil                   Eurasia
 1990              Gas             North America
 1997             Coal             North America
 2008             Coal             North America
 1985             Coal          Asia and Oceania
 2006             Coal             North America
 1999             Coal             North America
 2001             Coal             North America
 1997              Gas                   Eurasia
 2007             Coal             North America
 2004              Oil                   Eurasia
 1990              Oil                   Eurasia
 1978              Oil                   Eurasia
 1979              Oil             North America
 1989              Gas             North America
 1968              Gas             North America
 1996             Coal             North America
 1973              Oil             North America
 2005             Coal             North America
 1972              Oil             North America
 2000             Coal             North America
 1982              Gas             North America
 1988              Gas             North America
 1970              Oil             North America
 2004             Coal             North America
 1985              Oil               Middle East
 2002             Coal             North America
 1978              Oil             North America
 1968              Oil               Middle East
 1990             Coal             North America
 1984             Coal          Asia and Oceania
 1971              Oil             North America
 1984              Gas             North America
 1994             Coal             North America
 1995             Coal             North America
 2014              Gas               Middle East
 2011             Coal             North America
 1977              Oil                   Eurasia
 1974              Oil             North America
 2010             Coal             North America
 1984              Gas                   Eurasia
 2003             Coal             North America
 1991             Coal             North America
 1987              Gas             North America
 1992             Coal             North America
 1985              Gas             North America
 1969              Oil             North America
 1989             Coal             North America
 2013              Gas               Middle East
 1967              Gas             North America
 2003              Oil                   Eurasia
 2009             Coal             North America
 1991              Oil                   Eurasia
 1968              Oil             North America
 1975              Oil             North America
 1976              Oil                   Eurasia
 1977              Oil             North America
 1988             Coal             North America
 2012              Gas               Middle East
 2010              Oil                    Africa
 1986              Gas             North America
 2008              Oil                    Africa
 2012             Coal             North America
 1983              Gas             North America
 1964             Coal                    Europe
 2007              Oil                    Africa
 1976              Oil             North America
 2009              Oil                    Africa
 1993             Coal             North America
 2014             Coal             North America
 1983             Coal          Asia and Oceania
 1963             Coal                    Europe
 1967              Oil             North America
 1966              Gas             North America
 2013             Coal             North America
 1987             Coal             North America
 1965             Coal                    Europe
 2006              Oil                    Africa
 2012              Oil                    Africa
 1967              Oil               Middle East
 1962             Coal                    Europe
 2005              Oil                    Africa
 2014              Gas          Asia and Oceania
 1975              Oil                   Eurasia
 2011              Gas               Middle East
 1961             Coal                    Europe
 1979             Coal             North America
 1984             Coal             North America
 1966             Coal                    Europe
 1986             Coal             North America
 1960             Coal                    Europe
 1959             Coal                    Europe
 1957             Coal                    Europe
 1958             Coal                    Europe
 1985             Coal             North America
 2002              Oil                   Eurasia
 1983              Gas                   Eurasia
 1956             Coal                    Europe
 1979             Coal          Asia and Oceania
 1979             Coal                    Europe
 1965              Gas             North America
 1982             Coal          Asia and Oceania
 1966              Oil             North America
 2010              Oil          Asia and Oceania
 1955             Coal                    Europe
 1967             Coal                    Europe
 2012              Oil          Asia and Oceania
 1978             Coal          Asia and Oceania
 1968             Coal                    Europe
 1966              Oil               Middle East
 2014              Oil          Asia and Oceania
 1970             Coal                    Europe
 2011              Oil          Asia and Oceania
 1978             Coal                    Europe
 2013              Gas          Asia and Oceania
 1971             Coal                    Europe
 2013              Oil                    Africa
 1974              Oil                   Eurasia
 2013              Oil          Asia and Oceania
 1969             Coal                    Europe
 2004              Oil                    Africa
 1977             Coal                    Europe
 1964              Gas             North America
 1982             Coal             North America
 1976             Coal                    Europe
 1954             Coal                    Europe
 1975             Coal                    Europe
 1980             Coal             North America
 2011              Oil                    Africa
 2011              Gas          Asia and Oceania
 1992              Oil                   Eurasia
 2012              Gas          Asia and Oceania
 1981             Coal          Asia and Oceania
 1982              Gas                   Eurasia
 2010              Gas               Middle East
 2001              Oil                   Eurasia
 1981             Coal             North America
 2010              Gas          Asia and Oceania
 2009              Oil          Asia and Oceania
 1953             Coal                    Europe
 1965              Oil             North America
 2008              Oil          Asia and Oceania
 1973             Coal                    Europe
 1952             Coal                    Europe
 1972             Coal                    Europe
 1977             Coal             North America
 2006              Oil          Asia and Oceania
 2007              Oil          Asia and Oceania
 2005              Oil          Asia and Oceania
 1964              Oil             North America
 1973              Oil                   Eurasia
 2014              Oil                    Africa
 1980             Coal          Asia and Oceania
 1974             Coal                    Europe
 2014              Oil Central and South America
 1977             Coal          Asia and Oceania
 2004              Oil          Asia and Oceania
 1963              Gas             North America
 1976             Coal             North America
 1951             Coal                    Europe
 1963              Oil             North America
 2003              Oil                    Africa
 1983             Coal             North America
 2002              Oil          Asia and Oceania
 2000              Oil          Asia and Oceania
 1986             Coal                    Europe
 2001              Oil          Asia and Oceania
 2003              Oil          Asia and Oceania
 1987             Coal                    Europe
 1982             Coal                    Europe
 2000              Oil                   Eurasia
 1978             Coal             North America
 1983             Coal                    Europe
 1947             Coal             North America
 1965              Oil               Middle East
 1981              Gas                   Eurasia
 1985             Coal                    Europe
 2013              Oil Central and South America
 1944             Coal             North America
 1962              Oil             North America
 1999              Oil          Asia and Oceania
 1988             Coal                    Europe
 2011              Oil Central and South America
 1998              Oil          Asia and Oceania
 1918             Coal             North America
 2012              Oil Central and South America
 1975             Coal             North America
 1980             Coal                    Europe
 1997              Oil          Asia and Oceania
 1980              Gas                   Eurasia
 1950             Coal                    Europe
 2009              Gas          Asia and Oceania
 1972              Oil                   Eurasia
 2002              Oil                    Africa
 2010              Oil Central and South America
 1961              Oil             North America
 1976             Coal          Asia and Oceania
 1993              Oil                   Eurasia
 1989             Coal                    Europe
 1948             Coal             North America
 1981             Coal                    Europe
 1962              Gas             North America
 1923             Coal             North America
 1920             Coal             North America
 2001              Oil                    Africa
 1926             Coal             North America
 1997              Oil                    Africa
 2000              Oil                    Africa
 1943             Coal                    Europe
 1998              Oil                    Africa
 1996              Oil          Asia and Oceania
 1943             Coal             North America
 1940             Coal                    Europe
 1942             Coal                    Europe
 1957              Oil             North America
 1913             Coal                    Europe
 2009              Gas               Middle East
 1956              Oil             North America
 1917             Coal             North America
 1999              Oil                    Africa
 1942             Coal             North America
 1977              Gas                   Eurasia
 1960              Oil             North America
 1949             Coal                    Europe
 1999              Oil                   Eurasia
 1975             Coal          Asia and Oceania
 1959              Oil             North America
 1941             Coal                    Europe
 1984             Coal                    Europe
 2009              Oil Central and South America
 1929             Coal                    Europe
 1996              Oil                    Africa
 1945             Coal             North America
 1995              Oil          Asia and Oceania
 2008              Gas          Asia and Oceania
 1964              Oil               Middle East
 2008              Oil Central and South America
 1971              Oil                   Eurasia
 1974             Coal             North America
 1970             Coal             North America
 1961              Gas             North America
 1995              Oil                    Africa
 1937             Coal                    Europe
 2000              Oil Central and South America
 2006              Oil Central and South America
 1938             Coal                    Europe
 2007              Oil Central and South America
 1973             Coal             North America
 1939             Coal                    Europe
 1972             Coal             North America
 1929             Coal             North America
 1998              Oil                   Eurasia
 1994              Oil                   Eurasia
 2005              Oil Central and South America
 1958              Oil             North America
 2001              Oil Central and South America
 1997              Oil                   Eurasia
 1955              Oil             North America
 1994              Oil          Asia and Oceania
 2007              Gas          Asia and Oceania
 1912             Coal                    Europe
 1995              Oil                   Eurasia
 1927             Coal             North America
 1990             Coal                    Europe
 1979              Gas                   Eurasia
 1946             Coal             North America
 1998              Oil Central and South America
 1948             Coal                    Europe
 1992              Oil                    Africa
 2008              Gas               Middle East
 1927             Coal                    Europe
 1996              Oil                   Eurasia
 1994              Oil                    Africa
 1960              Gas             North America
 1993              Oil                    Africa
 2004              Oil Central and South America
 1997              Oil Central and South America
 1993              Oil          Asia and Oceania
 1974             Coal          Asia and Oceania
 1999              Oil Central and South America
 1928             Coal                    Europe
 1916             Coal             North America
 1911             Coal                    Europe
 1970              Oil                   Eurasia
 1991              Oil                    Africa
 1944             Coal                    Europe
 1951             Coal             North America
 1991              Oil          Asia and Oceania
 2002              Oil Central and South America
 1930             Coal                    Europe
 1992              Oil          Asia and Oceania
 1925             Coal             North America
 1928             Coal             North America
 1973             Coal          Asia and Oceania
 1941             Coal             North America
 1969             Coal             North America
 1924             Coal             North America
 2006              Gas          Asia and Oceania
 1950             Coal             North America
 1971             Coal             North America
 1913             Coal             North America
 1910             Coal                    Europe
 1914             Coal                    Europe
 1967             Coal             North America
 1990              Oil          Asia and Oceania
 1990              Oil                    Africa
 1953              Oil             North America
 2003              Oil Central and South America
 1936             Coal                    Europe
 1963              Oil               Middle East
 1954              Oil             North America
 1968             Coal             North America
 1959              Gas             North America
 1916             Coal                    Europe
 2007              Gas               Middle East
 1919             Coal             North America
 1978             Coal                   Eurasia
 1909             Coal                    Europe
 1972             Coal          Asia and Oceania
 1977             Coal                   Eurasia
 1924             Coal                    Europe
 1978              Gas                   Eurasia
 1996              Oil Central and South America
 1989              Oil          Asia and Oceania
 1966             Coal             North America
 1908             Coal                    Europe
 1979             Coal                   Eurasia
 1979              Oil                    Africa
 1907             Coal                    Europe
 1952              Oil             North America
 1969              Oil                   Eurasia
 1976             Coal                   Eurasia
 1947             Coal                    Europe
 1925             Coal                    Europe
 1917             Coal                    Europe
 1930             Coal             North America
 1935             Coal                    Europe
 1975             Coal                   Eurasia
 1971             Coal                   Eurasia
 1956             Coal             North America
 1915             Coal                    Europe
 1912             Coal             North America
 1951              Oil             North America
 1971             Coal          Asia and Oceania
 1988              Oil          Asia and Oceania
 1931             Coal                    Europe
 1915             Coal             North America
 2005              Gas          Asia and Oceania
 1965             Coal             North America
 1989              Oil                    Africa
 2006              Gas               Middle East
 1980              Oil                    Africa
 1974             Coal                   Eurasia
 1970             Coal                   Eurasia
 1957             Coal             North America
 1934             Coal                    Europe
 1987              Oil          Asia and Oceania
 1990             Coal                   Eurasia
 1986              Oil          Asia and Oceania
 1970             Coal          Asia and Oceania
 1940             Coal             North America
 1952             Coal             North America
 1995              Oil Central and South America
 1922             Coal                    Europe
 1906             Coal                    Europe
 1968              Oil                   Eurasia
 1914             Coal             North America
 1969             Coal                   Eurasia
 1973             Coal                   Eurasia
 1962              Oil               Middle East
 1921             Coal             North America
 1977              Oil                    Africa
 1923             Coal                    Europe
 1960             Coal          Asia and Oceania
 1964             Coal             North America
 1958              Gas             North America
 1985              Oil          Asia and Oceania
 1918             Coal                    Europe
 2004              Gas                    Europe
 1937             Coal             North America
 1910             Coal             North America
 1972             Coal                   Eurasia
 1968             Coal                   Eurasia
 1905             Coal                    Europe
 1955             Coal             North America
 1946             Coal                    Europe
 1967             Coal                   Eurasia
 1936             Coal             North America
 1953             Coal             North America
 1988             Coal                   Eurasia
 1978              Oil                    Africa
 1970              Oil                    Africa
 2005              Gas               Middle East
 1911             Coal             North America
 1988              Oil                    Africa
 1949             Coal             North America
 1969             Coal          Asia and Oceania
 1987             Coal                   Eurasia
 2004              Gas          Asia and Oceania
 1933             Coal                    Europe
 1973              Oil                    Africa
 1966             Coal                   Eurasia
 1920             Coal                    Europe
 1986             Coal                   Eurasia
 2003              Gas                    Europe
 1932             Coal                    Europe
 1957              Gas             North America
 2005              Gas                    Europe
 1976              Oil                    Africa
 1922             Coal             North America
 2002              Gas                    Europe
 1963             Coal             North America
 1967              Oil                   Eurasia
 1984              Oil          Asia and Oceania
 1994              Oil Central and South America
 1907             Coal             North America
 1965             Coal                   Eurasia
 1966             Coal          Asia and Oceania
 1989             Coal                   Eurasia
 1976              Gas                   Eurasia
 2003              Gas          Asia and Oceania
 1993              Oil                    Europe
 1972              Oil                    Africa
 1985              Oil                    Africa
 1904             Coal                    Europe
 1971              Oil                    Africa
 1948              Oil             North America
 1985             Coal                   Eurasia
 2006              Gas                    Europe
 2001              Gas                    Europe
 1950              Oil             North America
 1903             Coal                    Europe
 2008              Gas                    Europe
 1986              Oil                    Africa
 1961              Oil               Middle East
 1987              Oil                    Africa
 2000              Gas                    Europe
 1968             Coal          Asia and Oceania
 1984             Coal                   Eurasia
 1980             Coal                   Eurasia
 1996              Gas                    Europe
 1909             Coal             North America
 1982             Coal                   Eurasia
 1900             Coal                    Europe
 2010              Gas                    Europe
 1964             Coal                   Eurasia
 1983             Coal                   Eurasia
 1956              Gas             North America
 1926             Coal                    Europe
 1981             Coal                   Eurasia
 1939             Coal             North America
 1984              Oil                    Africa
 1992              Oil                    Europe
 2007              Gas                    Europe
 1999              Gas                    Europe
 2009              Gas                    Europe
 2002              Gas          Asia and Oceania
 1974              Oil                    Africa
 1902             Coal                    Europe
 1993              Oil Central and South America
 1965             Coal          Asia and Oceania
 1997              Gas                    Europe
 1901             Coal                    Europe
 1962             Coal             North America
 1931             Coal             North America
 1983              Oil          Asia and Oceania
 1966              Oil                   Eurasia
 1963             Coal                   Eurasia
 1960             Coal             North America
 1998              Gas                    Europe
 2004              Gas               Middle East
 1959             Coal             North America
 1958             Coal             North America
 1960              Oil               Middle East
 1947              Oil             North America
 1949              Oil             North America
 1921             Coal                    Europe
 2012             Coal                   Eurasia
 1954             Coal             North America
 1980              Oil          Asia and Oceania
 1962             Coal                   Eurasia
 1981              Oil          Asia and Oceania
 1935             Coal             North America
 2012              Gas                    Europe
 2013             Coal                   Eurasia
 1919             Coal                    Europe
 1975              Gas                   Eurasia
 1964             Coal          Asia and Oceania
 1959             Coal          Asia and Oceania
 1991              Oil                    Europe
 1992              Oil Central and South America
 1961             Coal             North America
 1955              Gas             North America
 1979              Gas                    Europe
 2004          Nuclear                    Europe
 1934             Coal             North America
 1960             Coal                   Eurasia
 1961             Coal                   Eurasia
 2001              Gas          Asia and Oceania
 2000              Gas          Asia and Oceania
 1991              Oil Central and South America
 2011              Gas                    Europe
 2013              Gas                    Europe
 1982              Oil          Asia and Oceania
 2005          Nuclear                    Europe
 1908             Coal             North America
 2006          Nuclear                    Europe
 1975              Oil                    Africa
 1983              Oil                    Africa
 2003          Nuclear                    Europe
 1959             Coal                   Eurasia
 2002          Nuclear                    Europe
 1906             Coal             North America
 1981              Oil                    Africa
 1999              Gas          Asia and Oceania
 2014             Coal                   Eurasia
 1982              Oil                    Africa
 1970              Oil Central and South America
 1969              Oil                    Africa
 2001          Nuclear                    Europe
 1978              Gas                    Europe
 1979              Oil          Asia and Oceania
 1995              Gas                    Europe
 1990              Oil                    Europe
 1987              Oil                    Europe
 1991             Coal                   Eurasia
 1988              Oil                    Europe
 2003              Gas               Middle East
 1965              Oil                   Eurasia
 1946              Oil             North America
 1958             Coal                   Eurasia
 1973              Oil Central and South America
 1986              Oil                    Europe
 1978              Oil          Asia and Oceania
 1969              Oil Central and South America
 1968              Oil Central and South America
 1938             Coal             North America
 1971              Oil Central and South America
 1977              Gas                    Europe
 2001              Oil                    Europe
 1945              Oil             North America
 1991             Coal                    Europe
 1990              Oil Central and South America
 2000          Nuclear                    Europe
 2000              Oil                    Europe
 1989              Oil                    Europe
 1999          Nuclear                    Europe
 2011             Coal                   Eurasia
 1967             Coal          Asia and Oceania
 2008          Nuclear                    Europe
 2014          Nuclear             North America
 2002              Oil                    Europe
 1963             Coal          Asia and Oceania
 2014              Gas                    Europe
 2007          Nuclear                    Europe
 2007          Nuclear             North America
 1954              Gas             North America
 2008          Nuclear             North America
 1997          Nuclear                    Europe
 1976              Gas                    Europe
 1985              Oil                    Europe
 1994              Gas                    Europe
 1905             Coal             North America
 1967              Oil Central and South America
 2010          Nuclear             North America
 1998          Nuclear                    Europe
 2013          Nuclear             North America
 2010          Nuclear                    Europe
 1944              Oil             North America
 2003              Oil                    Europe
 2009          Nuclear             North America
 1997              Oil                    Europe
 1962             Coal          Asia and Oceania
 1993              Gas                    Europe
 1998              Gas          Asia and Oceania
 1996          Nuclear                    Europe
 2006          Nuclear             North America
 1997              Gas          Asia and Oceania
 1933             Coal             North America
 2011          Nuclear             North America
 1974              Gas                   Eurasia
 2011          Nuclear                    Europe
 2004              Oil                    Europe
 2002              Gas               Middle East
 2010             Coal                   Eurasia
 2004          Nuclear             North America
 1977              Oil          Asia and Oceania
 1992             Coal                   Eurasia
 1996              Oil                    Europe
 2005          Nuclear             North America
 1959              Oil               Middle East
 1972              Oil Central and South America
 1961             Coal          Asia and Oceania
 1984              Oil                    Europe
 1953              Gas             North America
 2012          Nuclear             North America
 1957             Coal                   Eurasia
 2009          Nuclear                    Europe
 1987              Gas                    Europe
 1998              Oil                    Europe
 2012          Nuclear                    Europe
 1999              Oil                    Europe
 2002          Nuclear             North America
 2014          Nuclear                    Europe
 1964              Oil                   Eurasia
 1996              Gas          Asia and Oceania
 1965              Oil Central and South America
 2008             Coal                   Eurasia
 2013          Nuclear                    Europe
 1992              Gas                    Europe
 2001          Nuclear             North America
 1989              Oil Central and South America
 1985              Gas                    Europe
 1995          Nuclear                    Europe
 1991              Gas                    Europe
 1980              Gas                    Europe
 1974              Oil Central and South America
 2003          Nuclear             North America
 1966              Oil Central and South America
 1945             Coal                    Europe
 2005              Oil                    Europe
 1975              Gas                    Europe
 1986              Gas                    Europe
 1992             Coal                    Europe
 1988              Oil Central and South America
 1958             Coal          Asia and Oceania
 1964              Oil Central and South America
 1932             Coal             North America
 1981              Gas                    Europe
 1989              Gas                    Europe
 1994          Nuclear                    Europe
 1984              Gas                    Europe
 2000          Nuclear             North America
 1993          Nuclear                    Europe
 1952              Gas             North America
 1988              Gas                    Europe
 1983              Gas                    Europe
 1903             Coal             North America
 1974              Gas                    Europe
 1990              Gas                    Europe
 1995              Oil                    Europe
 1904             Coal             North America
 1958              Oil               Middle East
 2001              Gas               Middle East
 2007             Coal                   Eurasia
 1999          Nuclear             North America
 1973              Gas                   Eurasia
 1976              Oil          Asia and Oceania
 1986              Oil Central and South America
 1943              Oil             North America
 1983              Oil                    Europe
 2012              Gas                    Africa
 1956             Coal                   Eurasia
 2006             Coal                   Eurasia
 2006              Oil                    Europe
 1963              Oil Central and South America
 1982              Gas                    Europe
 1992          Nuclear                    Europe
 1995              Gas          Asia and Oceania
 1987              Oil Central and South America
 1963              Oil                   Eurasia
 1993             Coal                    Europe
 2009             Coal                   Eurasia
 1993             Coal                   Eurasia
 1962              Oil Central and South America
 1991          Nuclear                    Europe
 2005             Coal                   Eurasia
 1995          Nuclear             North America
 1996          Nuclear             North America
 1994              Oil                    Europe
 1951              Gas             North America
 2000              Gas               Middle East
 1985              Oil Central and South America
 2008              Gas                    Africa
 2014              Gas                    Africa
 2010              Gas                    Africa
 1984              Oil Central and South America
 1941              Oil             North America
 1979              Oil Central and South America
 1972              Gas                   Eurasia
 2013              Gas                    Africa
 1994              Gas          Asia and Oceania
 1981              Oil Central and South America
 1998          Nuclear             North America
 1980              Oil Central and South America
 1968              Oil                    Africa
 1994          Nuclear             North America
 1973              Gas                    Europe
 1942              Oil             North America
 1996             Coal                    Europe
 2011              Gas                    Africa
 2007              Oil                    Europe
 2009              Gas                    Africa
 2004             Coal                   Eurasia
 1940              Oil             North America
 1997             Coal                    Europe
 1955             Coal                   Eurasia
 1994             Coal                    Europe
 1971              Gas                   Eurasia
 2003             Coal                   Eurasia
 1961              Oil Central and South America
 1997          Nuclear             North America
 1982              Oil Central and South America
 1983              Oil Central and South America
 1962              Oil                   Eurasia
 1975              Oil Central and South America
 1982              Oil                    Europe
 2008              Oil                    Europe
 1976              Oil Central and South America
 1993          Nuclear             North America
 1975              Oil          Asia and Oceania
 1902             Coal             North America
 1978              Oil Central and South America
 1999              Gas               Middle East
 1977              Oil Central and South America
 1995             Coal                    Europe
 1992          Nuclear             North America
 2007              Gas                    Africa
 1991          Nuclear             North America
 1993              Gas          Asia and Oceania
 1960              Oil Central and South America
 1937              Oil             North America
 1939              Oil             North America
 2009              Oil                    Europe
 2006              Gas                    Africa
 1970              Gas                   Eurasia
 1901             Coal             North America
 2000             Coal                   Eurasia
 2001             Coal                   Eurasia
 1957              Oil               Middle East
 1974              Oil          Asia and Oceania
 1998              Gas               Middle East
 2002             Coal                   Eurasia
 1998             Coal                    Europe
 1959              Oil Central and South America
 1972              Gas                    Europe
 1992              Gas          Asia and Oceania
 1938              Oil             North America
 1994             Coal                   Eurasia
 1956              Oil               Middle East
 1990          Nuclear             North America
 1950              Gas             North America
 1999             Coal                    Europe
 1954             Coal                   Eurasia
 2010              Oil                    Europe
 1957              Oil Central and South America
 2005              Gas                    Africa
 1999             Coal                   Eurasia
 1961              Oil                   Eurasia
 1981              Oil                    Europe
 1997              Gas               Middle East
 1995             Coal                   Eurasia
 1991              Gas          Asia and Oceania
 2011              Oil                    Europe
 2014              Gas Central and South America
 1973              Oil          Asia and Oceania
 1900             Coal             North America
 1969              Gas                   Eurasia
 1990          Nuclear                    Europe
 2013              Gas Central and South America
 1955              Oil               Middle East
 1958              Oil Central and South America
 2001             Coal                    Europe
 1989          Nuclear                    Europe
 1988          Nuclear             North America
 1989          Nuclear             North America
 2000             Coal                    Europe
 1996             Coal                   Eurasia
 2002             Coal                    Europe
 2012              Gas Central and South America
 1953             Coal                   Eurasia
 1936              Oil             North America
 1980              Oil                    Europe
 2012              Oil                    Europe
 2003             Coal                    Europe
 2014              Oil                    Europe
 1967              Oil                    Africa
 1990              Gas          Asia and Oceania
 2013              Oil                    Europe
 1968              Gas                   Eurasia
 2011              Gas Central and South America
 1956              Oil Central and South America
 2004             Coal                    Europe
 1988          Nuclear                    Europe
 1960              Oil                   Eurasia
 1957             Coal          Asia and Oceania
 1952             Coal                   Eurasia
 2014             Coal                    Africa
 1949              Gas             North America
 1996              Gas               Middle East
 2004              Gas                    Africa
 2007             Coal                    Europe
 2010          Nuclear          Asia and Oceania
 1929              Oil             North America
 2012             Coal                    Africa
 2013             Coal                    Africa
 1997             Coal                   Eurasia
 2006             Coal                    Europe
 2005             Coal                    Europe
 2010              Gas Central and South America
 2008             Coal                    Europe
 1971              Gas                    Europe
 2006          Nuclear          Asia and Oceania
 2003              Gas                    Africa
 1935              Oil             North America
 1967              Gas                   Eurasia
 2010             Coal                    Africa
 2008              Gas Central and South America
 1998             Coal                   Eurasia
 2011             Coal                    Africa
 1987          Nuclear                    Europe
 1948              Gas             North America
 1951             Coal                   Eurasia
 2008             Coal                    Africa
 1987          Nuclear             North America
 2009          Nuclear          Asia and Oceania
 2005          Nuclear          Asia and Oceania
 2009             Coal                    Africa
 1986          Nuclear                    Europe
 1966              Oil                    Africa
 2006              Gas Central and South America
 2007             Coal                    Africa
 2011             Coal                    Europe
 1972              Oil          Asia and Oceania
 1989              Gas          Asia and Oceania
 2007          Nuclear          Asia and Oceania
 2009             Coal                    Europe
 1954              Oil               Middle East
 2005             Coal                    Africa
 2006             Coal                    Africa
 2007              Gas Central and South America
 2012             Coal                    Europe
 2004             Coal                    Africa
 1927              Oil             North America
 2009              Gas Central and South America
 1979              Oil                    Europe
 2003             Coal                    Africa
 1995              Gas               Middle East
 2008          Nuclear          Asia and Oceania
 2010             Coal                    Europe
 1928              Oil             North America
 1988              Gas          Asia and Oceania
 1955              Oil Central and South America
 1956             Coal          Asia and Oceania
 1959              Oil                   Eurasia
 2002              Gas                    Africa
 2004          Nuclear          Asia and Oceania
 1930              Oil             North America
 1934              Oil             North America
 2001              Gas                    Africa
 1933              Oil             North America
 1950             Coal                   Eurasia
 1966              Gas                   Eurasia
 2005              Gas Central and South America
 2001             Coal                    Africa
 2001          Nuclear          Asia and Oceania
 1986          Nuclear             North America
 2000             Coal                    Africa
 2000          Nuclear          Asia and Oceania
 2002          Nuclear          Asia and Oceania
 1998             Coal                    Africa
 1994              Gas               Middle East
 1947              Gas             North America
 2002             Coal                    Africa
 2000              Gas                    Africa
 1923              Oil             North America
 1997             Coal                    Africa
 2004              Gas Central and South America
 1999             Coal                    Africa
 1925              Oil             North America
 1931              Oil             North America
 1987              Gas          Asia and Oceania
 1985          Nuclear                    Europe
 1926              Oil             North America
 1999          Nuclear          Asia and Oceania
 1998          Nuclear          Asia and Oceania
 2011          Nuclear          Asia and Oceania
 1955             Coal          Asia and Oceania
 1924              Oil             North America
 1953              Oil               Middle East
 2013             Coal                    Europe
 1993              Gas               Middle East
 2003          Nuclear          Asia and Oceania
 1970              Gas                    Europe
 2014             Coal                    Europe
 1954              Oil Central and South America
 1971              Oil          Asia and Oceania
 1949             Coal                   Eurasia
 1985          Nuclear             North America
 1986              Gas          Asia and Oceania
 1997          Nuclear          Asia and Oceania
 2013            Hydro          Asia and Oceania
 1965              Gas                   Eurasia
 1958              Oil                   Eurasia
 2014            Hydro          Asia and Oceania
 1932              Oil             North America
 1999              Gas                    Africa
 1946              Gas             North America
 1954             Coal          Asia and Oceania
 1995             Coal                    Africa
 1996             Coal                    Africa
 2003              Gas Central and South America
 2012            Hydro          Asia and Oceania
 1952              Oil Central and South America
 1992              Gas               Middle East
 1996          Nuclear          Asia and Oceania
 1953              Oil Central and South America
 1965              Oil                    Africa
 1978              Oil                    Europe
 1945              Gas             North America
 1985              Gas          Asia and Oceania
 1994             Coal                    Africa
 1953             Coal          Asia and Oceania
 1922              Oil             North America
 1951              Oil Central and South America
 1984          Nuclear                    Europe
 1998              Gas                    Africa
 1995          Nuclear          Asia and Oceania
 1952              Oil               Middle East
 1948             Coal                   Eurasia
 1941             Coal          Asia and Oceania
 1991              Gas               Middle East
 1944              Gas             North America
 1952             Coal          Asia and Oceania
 2001              Gas Central and South America
 1942             Coal          Asia and Oceania
 1993             Coal                    Africa
 2002              Gas Central and South America
 1992             Coal                    Africa
 1988             Coal                    Africa
 1957              Oil                   Eurasia
 1984          Nuclear             North America
 1990              Gas               Middle East
 1997              Gas                    Africa
 1989              Gas               Middle East
 1991             Coal                    Africa
 1964              Gas                   Eurasia
 2011            Hydro          Asia and Oceania
 1943              Gas             North America
 1987             Coal                    Africa
 1986             Coal                    Africa
 1984              Gas          Asia and Oceania
 1989             Coal                    Africa
 2010            Hydro          Asia and Oceania
 1990             Coal                    Africa
 1994          Nuclear          Asia and Oceania
 1951              Oil               Middle East
 1940             Coal          Asia and Oceania
 1943             Coal          Asia and Oceania
 1921              Oil             North America
 2014          Nuclear          Asia and Oceania
 1985             Coal                    Africa
 2000              Gas Central and South America
 1944             Coal          Asia and Oceania
 1970              Oil          Asia and Oceania
 1950              Oil Central and South America
 1951             Coal          Asia and Oceania
 1942              Gas             North America
 1947             Coal                   Eurasia
 1969              Gas                    Europe
 1996              Gas                    Africa
 1977              Oil                    Europe
 1983          Nuclear             North America
 1940             Coal                   Eurasia
 1984             Coal                    Africa
 1988              Gas               Middle East
 1993          Nuclear          Asia and Oceania
 1920              Oil             North America
 1995              Gas                    Africa
 1950              Oil               Middle East
 1999              Gas Central and South America
 1998              Gas Central and South America
 2012          Nuclear          Asia and Oceania
 1941              Gas             North America
 2013          Nuclear          Asia and Oceania
 1941             Coal                   Eurasia
 1939             Coal          Asia and Oceania
 1956              Oil                   Eurasia
 2009            Hydro          Asia and Oceania
 1982          Nuclear             North America
 1964              Oil                    Africa
 1983          Nuclear                    Europe
 1948              Oil Central and South America
 1983              Gas          Asia and Oceania
 1949              Oil Central and South America
 1950             Coal          Asia and Oceania
 1981          Nuclear             North America
 2008            Hydro          Asia and Oceania
 1993              Gas                    Africa
 1987              Gas               Middle East
 1997              Gas Central and South America
 1940              Gas             North America
 1963              Gas                   Eurasia
 1992              Gas                    Africa
 1978          Nuclear             North America
 1992          Nuclear          Asia and Oceania
 1946             Coal                   Eurasia
 1983             Coal                    Africa
 1994              Gas                    Africa
 1938             Coal          Asia and Oceania
 1939             Coal                   Eurasia
 1991              Gas                    Africa
 1991          Nuclear          Asia and Oceania
 1982             Coal                    Africa
 1943             Coal                   Eurasia
 1996              Gas Central and South America
 1979          Nuclear             North America
 1980          Nuclear             North America
 1939              Gas             North America
 1937             Coal          Asia and Oceania
 1947              Oil Central and South America
 1982              Gas          Asia and Oceania
 1981             Coal                    Africa
 1949             Coal          Asia and Oceania
 1990          Nuclear          Asia and Oceania
 2007            Hydro          Asia and Oceania
 1981              Gas          Asia and Oceania
 1977          Nuclear             North America
 1938             Coal                   Eurasia
 1990              Gas                    Africa
 1936             Coal          Asia and Oceania
 1955              Oil                   Eurasia
 1945             Coal                   Eurasia
 1995              Gas Central and South America
 1979              Gas          Asia and Oceania
 1968              Gas                    Europe
 1986              Gas               Middle East
 1938              Gas             North America
 2006            Hydro          Asia and Oceania
 1989              Gas                    Africa
 1969              Oil          Asia and Oceania
 1949              Oil               Middle East
 1987          Nuclear          Asia and Oceania
 1937             Coal                   Eurasia
 1980              Gas          Asia and Oceania
 1982          Nuclear                    Europe
 1936             Coal                   Eurasia
 1946              Oil Central and South America
 1994              Gas Central and South America
 2014          Nuclear                   Eurasia
 2012          Nuclear                   Eurasia
 1980             Coal                    Africa
 1935             Coal          Asia and Oceania
 1962              Gas                   Eurasia
 1989          Nuclear          Asia and Oceania
 1919              Oil             North America
 2011          Nuclear                   Eurasia
 1988              Gas                    Africa
 2008          Nuclear                   Eurasia
 2007          Nuclear                   Eurasia
 1988          Nuclear          Asia and Oceania
 1976              Oil                    Europe
 1979             Coal                    Africa
 2010          Nuclear                   Eurasia
 1937              Gas             North America
 1978              Gas          Asia and Oceania
 2009          Nuclear                   Eurasia
 2005            Hydro          Asia and Oceania
 2013          Nuclear                   Eurasia
 1985              Gas               Middle East
 1993              Gas Central and South America
 1996            Hydro             North America
 1997            Hydro             North America
 2011            Hydro Central and South America
 2006          Nuclear                   Eurasia
 2011            Hydro             North America
 1981          Nuclear                    Europe
 1944             Coal                   Eurasia
 2004          Nuclear                   Eurasia
 2012            Hydro Central and South America
 2014 Other Renewables             North America
 2003          Nuclear                   Eurasia
 1936              Gas             North America
 2005          Nuclear                   Eurasia
 1987              Gas                    Africa
 1968              Oil          Asia and Oceania
 1945             Coal          Asia and Oceania
 1934             Coal          Asia and Oceania
 1948             Coal          Asia and Oceania
 2012             Coal Central and South America
 2014             Coal Central and South America
 1999            Hydro             North America
 2014 Other Renewables                    Europe
 1991              Gas Central and South America
 1954              Oil                   Eurasia
 2010            Hydro Central and South America
 2013            Hydro Central and South America
 2014            Hydro Central and South America
 2013             Coal Central and South America
 1935              Gas             North America
 2012            Hydro             North America
 1992              Gas Central and South America
 2013            Hydro             North America
 2009            Hydro Central and South America
 1935             Coal                   Eurasia
 1979              Gas               Middle East
 2004            Hydro          Asia and Oceania
 1998            Hydro             North America
 2002          Nuclear                   Eurasia
 1945              Oil Central and South America
 1989              Gas Central and South America
 2014            Hydro             North America
 1995            Hydro             North America
 1929             Coal          Asia and Oceania
 2006            Hydro             North America
 2008            Hydro             North America
 2008            Hydro Central and South America
 1963              Oil                    Africa
 1947             Coal          Asia and Oceania
 2009            Hydro             North America
 2000            Hydro             North America
 1918              Oil             North America
 2007            Hydro Central and South America
 1934              Gas             North America
 1928             Coal          Asia and Oceania
 2011             Coal Central and South America
 1927             Coal          Asia and Oceania
 2013 Other Renewables             North America
 1978             Coal                    Africa
 2005            Hydro             North America
 1986          Nuclear          Asia and Oceania
 1930             Coal          Asia and Oceania
 1948              Oil               Middle East
 1977              Gas          Asia and Oceania
 2010            Hydro             North America
 1989          Nuclear                   Eurasia
 2013 Other Renewables                    Europe
 2006            Hydro Central and South America
 1990              Gas Central and South America
 1933              Gas             North America
 2007            Hydro             North America
 2002            Hydro             North America
 2001          Nuclear                   Eurasia
 1967              Gas                    Europe
 1984            Hydro             North America
 2004            Hydro             North America
 1933             Coal          Asia and Oceania
 2003            Hydro             North America
 1925             Coal          Asia and Oceania
 1976          Nuclear             North America
 1986              Gas                    Africa
 1993            Hydro             North America
 1985              Gas                    Africa
 2014            Hydro                    Europe
 1977             Coal                    Africa
 1986            Hydro             North America
 1924             Coal          Asia and Oceania
 1983            Hydro             North America
 2013            Hydro                    Europe
 1926             Coal          Asia and Oceania
 1988          Nuclear                   Eurasia
 1917              Oil             North America
 2000          Nuclear                   Eurasia
 1984              Gas               Middle East
 1991            Hydro             North America
 1932              Gas             North America
 2010            Hydro                    Europe
 2005            Hydro Central and South America
 1953              Oil                   Eurasia
 1985            Hydro             North America
 1991          Nuclear                   Eurasia
 1990          Nuclear                   Eurasia
 1990            Hydro             North America
 1961              Gas                   Eurasia
 1984              Gas                    Africa
 1994            Hydro             North America
 2012 Other Renewables             North America
 1979          Nuclear                    Europe
 1942             Coal                   Eurasia
 1985          Nuclear          Asia and Oceania
 1931             Coal          Asia and Oceania
 1992          Nuclear                   Eurasia
 2003            Hydro          Asia and Oceania
 2008             Coal Central and South America
 1993          Nuclear                   Eurasia
 2011 Other Renewables             North America
 2012            Hydro                    Europe
 1992            Hydro             North America
 1931              Gas             North America
 1934             Coal                   Eurasia
 1988              Gas Central and South America
 1982            Hydro             North America
 1996          Nuclear                   Eurasia
 1946             Coal          Asia and Oceania
 2000            Hydro                    Europe
 1987            Hydro             North America
 2001            Hydro                    Europe
 1989            Hydro             North America
 1997          Nuclear                   Eurasia
 1932             Coal          Asia and Oceania
 2010             Coal Central and South America
 2004            Hydro Central and South America
 1967              Oil          Asia and Oceania
 1923             Coal          Asia and Oceania
 1975              Oil                    Europe
 1986              Gas Central and South America
 2009             Coal Central and South America
 2007             Coal Central and South America
 1976              Gas          Asia and Oceania
 2001            Hydro             North America
 1999          Nuclear                   Eurasia
 2002            Hydro          Asia and Oceania
 2001            Hydro          Asia and Oceania
 1944              Oil Central and South America
 1919             Coal          Asia and Oceania
 1983              Gas                    Africa
 2012 Other Renewables                    Europe
 1978              Gas               Middle East
 1930              Gas             North America
 1985              Gas Central and South America
 1999            Hydro                    Europe
 1976             Coal                    Africa
 2008            Hydro                    Europe
 2006             Coal Central and South America
 2009            Hydro                    Europe
 1966              Oil          Asia and Oceania
 1998            Hydro                    Europe
 1975          Nuclear             North America
 2003            Hydro Central and South America
 1998          Nuclear                   Eurasia
 1987              Gas Central and South America
 1984              Gas Central and South America
 1981            Hydro             North America
 1988            Hydro             North America
 1952              Oil                   Eurasia
 1980            Hydro             North America
 2000            Hydro Central and South America
 1929              Gas             North America
 1978          Nuclear                    Europe
 1979            Hydro             North America
 1922             Coal          Asia and Oceania
 2004            Hydro                    Europe
 2005            Hydro                    Europe
 1997            Hydro                    Europe
 1995            Hydro                    Europe
 1920             Coal          Asia and Oceania
 1977              Gas               Middle East
 2011            Hydro                    Europe
 2002            Hydro                    Europe
 2007            Hydro                    Europe
 2002            Hydro Central and South America
 1988            Hydro                    Europe
 1978            Hydro             North America
 1987          Nuclear                   Eurasia
 2006            Hydro                    Europe
 1974            Hydro             North America
 1966              Gas                    Europe
 1921             Coal          Asia and Oceania
 1916              Oil             North America
 1994            Hydro                    Europe
 1980          Nuclear                    Europe
 1996            Hydro                    Europe
 2010 Other Renewables             North America
 1993            Hydro                    Europe
 1918             Coal          Asia and Oceania
 1928              Gas             North America
 1995          Nuclear                   Eurasia
 1975            Hydro             North America
 1941              Oil Central and South America
 1976            Hydro             North America
 2000            Hydro          Asia and Oceania
 1999            Hydro Central and South America
 1975             Coal                    Africa
 1985          Nuclear                   Eurasia
 1998            Hydro Central and South America
 1965              Oil          Asia and Oceania
 1999            Hydro          Asia and Oceania
 2001            Hydro Central and South America
 2005             Coal Central and South America
 2011 Other Renewables                    Europe
 1998            Hydro          Asia and Oceania
 1976              Gas               Middle East
 1992            Hydro                    Europe
 1997            Hydro Central and South America
 2003            Hydro                    Europe
 1994          Nuclear                   Eurasia
 1984          Nuclear          Asia and Oceania
 1975              Gas          Asia and Oceania
 1951              Oil                   Eurasia
 1987            Hydro                    Europe
 1975              Gas               Middle East
 1979            Hydro                    Europe
 1974             Coal                    Africa
 1915              Oil             North America
 1974              Oil                    Europe
 1973            Hydro             North America
 1973              Oil                    Europe
 1974              Gas               Middle East
 1939              Oil Central and South America
 1997            Hydro          Asia and Oceania
 1972              Oil                    Europe
 1917             Coal          Asia and Oceania
 1983              Gas Central and South America
 1984            Hydro                    Europe
 1933             Coal                   Eurasia
 1977          Nuclear                    Europe
 1996            Hydro Central and South America
 1927              Gas             North America
 1947              Oil               Middle East
 1985            Hydro                    Europe
 1995            Hydro          Asia and Oceania
 1991            Hydro                    Europe
 1990            Hydro                    Europe
 1983            Hydro                    Europe
 1969              Oil                    Europe
 1972            Hydro             North America
 1970              Oil                    Europe
 1968              Oil                    Europe
 1960              Gas                   Eurasia
 1996            Hydro          Asia and Oceania
 1971              Oil                    Europe
 1982              Gas Central and South America
 1983              Gas               Middle East
 1965              Gas                    Europe
 1989            Hydro                    Europe
 1979              Gas Central and South America
 1973             Coal                    Africa
 1981            Hydro                    Europe
 1978            Hydro                    Europe
 1977            Hydro             North America
 1977            Hydro                    Europe
 2004             Coal Central and South America
 1967              Oil                    Europe
 2014 Other Renewables          Asia and Oceania
 1995            Hydro Central and South America
 1982            Hydro                    Europe
 1986            Hydro                    Europe
 1986          Nuclear                   Eurasia
 1980            Hydro                    Europe
 1964              Oil          Asia and Oceania
 1940              Oil Central and South America
 1962              Oil                    Africa
 1974              Gas          Asia and Oceania
 1966              Oil                    Europe
 2009 Other Renewables             North America
 2010 Other Renewables                    Europe
 1938              Oil Central and South America
 1981              Gas               Middle East
 1914              Oil             North America
 1971            Hydro             North America
 1994            Hydro Central and South America
 1981              Gas Central and South America
 1994            Hydro          Asia and Oceania
 1965              Oil                    Europe
 1916             Coal          Asia and Oceania
 1950              Oil                   Eurasia
 1971             Coal                    Africa
 1937              Oil Central and South America
 1980              Gas               Middle East
 1914             Coal          Asia and Oceania
 1972             Coal                    Africa
 2003             Coal Central and South America
 1993            Hydro          Asia and Oceania
 1926              Gas             North America
 1944              Oil                   Eurasia
 1973              Gas               Middle East
 1984          Nuclear                   Eurasia
 1979              Gas                    Africa
 1963              Oil          Asia and Oceania
 1943              Oil Central and South America
 1964              Oil                    Europe
 1913              Oil             North America
 1915             Coal          Asia and Oceania
 1970            Hydro             North America
 1962              Oil          Asia and Oceania
 1982              Gas               Middle East
 1977              Gas Central and South America
 1993            Hydro Central and South America
 1978              Gas Central and South America
 1982              Gas                    Africa
 1969            Hydro             North America
 1964              Gas                    Europe
 1975            Hydro                    Europe
 1976          Nuclear                    Europe
 1983          Nuclear          Asia and Oceania
 1970             Coal                    Africa
 1913             Coal          Asia and Oceania
 1991            Hydro          Asia and Oceania
 1932             Coal                   Eurasia
 1974            Hydro                    Europe
 2013 Other Renewables          Asia and Oceania
 1990            Hydro          Asia and Oceania
 1980              Gas Central and South America
 1963              Oil                    Europe
 1992            Hydro          Asia and Oceania
 2001             Coal Central and South America
 1911             Coal          Asia and Oceania
 1946              Oil               Middle East
 1976              Gas Central and South America
 2009 Other Renewables                    Europe
 1961              Oil          Asia and Oceania
 2008 Other Renewables             North America
 1969             Coal                    Africa
 1992            Hydro Central and South America
 1925              Gas             North America
 1949              Oil                   Eurasia
 1968             Coal                    Africa
 1976            Hydro                    Europe
 1974          Nuclear             North America
 1991            Hydro Central and South America
 1989            Hydro          Asia and Oceania
 1960              Oil          Asia and Oceania
 1962              Oil                    Europe
 1912             Coal          Asia and Oceania
 1973            Hydro                    Europe
 1936              Oil Central and South America
 1941              Oil                   Eurasia
 1975              Gas Central and South America
 1968            Hydro             North America
 1963              Gas                    Europe
 1912              Oil             North America
 1972            Hydro                    Europe
 1967             Coal                    Africa
 1942              Oil Central and South America
 1967            Hydro             North America
 1965             Coal                    Africa
 1972              Gas               Middle East
 1974              Gas Central and South America
 2000             Coal Central and South America
 1959              Gas                   Eurasia
 2002             Coal Central and South America
 1966             Coal                    Africa
 1911              Oil             North America
 1961              Oil                    Europe
 1990            Hydro Central and South America
 1940              Oil                   Eurasia
 1988            Hydro          Asia and Oceania
 1973              Gas Central and South America
 1931             Coal                   Eurasia
 1942              Oil                   Eurasia
 1935              Oil Central and South America
 1971            Hydro                    Europe
 1908             Coal          Asia and Oceania
 1939              Oil                   Eurasia
 1975          Nuclear                    Europe
 1938              Oil                   Eurasia
 1970            Hydro                    Europe
 1981              Gas                    Africa
 1910             Coal          Asia and Oceania
 1924              Gas             North America
 1989            Hydro Central and South America
 2008 Other Renewables                    Europe
 1982          Nuclear          Asia and Oceania
 2012 Other Renewables          Asia and Oceania
 1960              Oil                    Europe
 1962              Gas                    Europe
 1959              Oil          Asia and Oceania
 1948              Oil                   Eurasia
 1964             Coal                    Africa
 1968            Hydro                    Europe
 1966            Hydro             North America
 1973              Gas          Asia and Oceania
 1988            Hydro Central and South America
 1969            Hydro                    Europe
 1909             Coal          Asia and Oceania
 1983          Nuclear                   Eurasia
 1910              Oil             North America
 1937              Oil                   Eurasia
 1934              Oil Central and South America
 1998             Coal Central and South America
 2014 Other Renewables Central and South America
 1986            Hydro          Asia and Oceania
 1967            Hydro                    Europe
 1966            Hydro                    Europe
 1965            Hydro             North America
 1987            Hydro Central and South America
 1987            Hydro          Asia and Oceania
 1972              Gas Central and South America
 1971              Gas               Middle East
 1963             Coal                    Africa
 1936              Oil                   Eurasia
 1943              Oil                   Eurasia
 1930              Oil Central and South America
 1959              Oil                    Europe
 1929              Oil Central and South America
 1999             Coal Central and South America
 1985            Hydro          Asia and Oceania
 1907             Coal          Asia and Oceania
 1962             Coal                    Africa
 1986            Hydro Central and South America
 2007 Other Renewables             North America
 1997             Coal Central and South America
 1930             Coal                   Eurasia
 1961              Gas                    Europe
 1961             Coal                    Africa
 1947              Oil                   Eurasia
 1923              Gas             North America
 1965            Hydro                    Europe
 1958              Oil                    Europe
 1964            Hydro             North America
 1981          Nuclear          Asia and Oceania
 1982          Nuclear                   Eurasia
 1984            Hydro          Asia and Oceania
 1983            Hydro          Asia and Oceania
 2007 Other Renewables                    Europe
 1945              Oil               Middle East
 2013 Other Renewables Central and South America
 1958              Oil          Asia and Oceania
 1958             Coal                    Africa
 1973          Nuclear             North America
 1957              Oil                    Europe
 1935              Oil                   Eurasia
 1959             Coal                    Africa
 1906             Coal          Asia and Oceania
 1958              Gas                   Eurasia
 1909              Oil             North America
 1985            Hydro Central and South America
 1957             Coal                    Africa
 1908              Oil             North America
 1933              Oil Central and South America
 1957              Oil          Asia and Oceania
 1931              Oil Central and South America
 1971              Gas Central and South America
 1962            Hydro             North America
 1934              Oil                   Eurasia
 1932              Oil Central and South America
 1980          Nuclear          Asia and Oceania
 1982            Hydro          Asia and Oceania
 1981            Hydro          Asia and Oceania
 1963            Hydro             North America
 2011 Other Renewables          Asia and Oceania
 1961              Oil                    Africa
 1956              Oil                    Europe
 1960              Gas                    Europe
 1956             Coal                    Africa
 1960             Coal                    Africa
 1963            Hydro                    Europe
 1959              Gas                    Europe
 1972              Gas          Asia and Oceania
 1964            Hydro                    Europe
 1961            Hydro             North America
 1984            Hydro Central and South America
 1970              Gas               Middle East
 1979            Hydro          Asia and Oceania
 1974          Nuclear                    Europe
 2010 Other Renewables Central and South America
 1980            Hydro          Asia and Oceania
 1970              Gas Central and South America
 1955             Coal                    Africa
 1960            Hydro             North America
 1907              Oil             North America
 1931              Oil                   Eurasia
 1928              Oil Central and South America
 1955              Oil                    Europe
 2012 Other Renewables Central and South America
 1922              Gas             North America
 1978              Gas                    Africa
 1929             Coal                   Eurasia
 1946              Oil                   Eurasia
 2013            Hydro                   Eurasia
 1933              Oil                   Eurasia
 1921              Gas             North America
 1932              Oil                   Eurasia
 1976            Hydro          Asia and Oceania
 2006 Other Renewables             North America
 2006 Other Renewables                    Europe
 1962            Hydro                    Europe
 2004            Hydro                   Eurasia
 1956              Oil          Asia and Oceania
 2014            Hydro                   Eurasia
 2011 Other Renewables Central and South America
 1978            Hydro          Asia and Oceania
 1994            Hydro                   Eurasia
 2005            Hydro                   Eurasia
 2007            Hydro                   Eurasia
 2010            Hydro                   Eurasia
 1959            Hydro             North America
 2006            Hydro                   Eurasia
 1961            Hydro                    Europe
 2009            Hydro                   Eurasia
 1920              Gas             North America
 1983            Hydro Central and South America
 1993            Hydro                   Eurasia
 2012            Hydro                   Eurasia
 2011            Hydro                   Eurasia
 1958            Hydro             North America
 1996             Coal Central and South America
 1954             Coal                    Africa
 1995            Hydro                   Eurasia
 2001            Hydro                   Eurasia
 1969              Gas Central and South America
 2008            Hydro                   Eurasia
 1975            Hydro          Asia and Oceania
 1919              Gas             North America
 1960            Hydro                    Europe
 1991            Hydro                   Eurasia
 1977            Hydro          Asia and Oceania
 2009 Other Renewables Central and South America
 1979          Nuclear          Asia and Oceania
 1990            Hydro                   Eurasia
 1992            Hydro                   Eurasia
 1913             Coal                   Eurasia
 1953             Coal                    Africa
 1955              Oil          Asia and Oceania
 1988            Hydro                   Eurasia
 1944              Oil               Middle East
 1980              Gas                    Africa
 1928             Coal                   Eurasia
 1954              Oil                    Europe
 2000            Hydro                   Eurasia
 1945              Oil                   Eurasia
 1971              Gas          Asia and Oceania
 1918              Gas             North America
 1999            Hydro                   Eurasia
 1973          Nuclear                    Europe
 2002            Hydro                   Eurasia
 1916             Coal                   Eurasia
 1968              Gas Central and South America
 1952             Coal                    Africa
 2008 Other Renewables Central and South America
 2003            Hydro                   Eurasia
 1982            Hydro Central and South America
 1998            Hydro                   Eurasia
 1989            Hydro                   Eurasia
 1980          Nuclear                   Eurasia
 1957            Hydro             North America
 1974            Hydro          Asia and Oceania
 1987            Hydro                   Eurasia
 1905             Coal          Asia and Oceania
 1995             Coal Central and South America
 1917              Gas             North America
 1914             Coal                   Eurasia
 1930              Oil                   Eurasia
 1958              Gas                    Europe
 1997            Hydro                   Eurasia
 1986            Hydro                   Eurasia
 2005 Other Renewables             North America
 1996            Hydro                   Eurasia
 1915             Coal                   Eurasia
 1912             Coal                   Eurasia
 1956            Hydro             North America
 1951             Coal                    Africa
 1905              Oil             North America
 1954              Oil          Asia and Oceania
 1917             Coal                   Eurasia
 1967              Gas Central and South America
 1916              Gas             North America
 1950             Coal                    Africa
 1927             Coal                   Eurasia
 1985            Hydro                   Eurasia
 1972          Nuclear                    Europe
 1981            Hydro Central and South America
 2010 Other Renewables          Asia and Oceania
 1972            Hydro          Asia and Oceania
 1959            Hydro                    Europe
 1984            Hydro                   Eurasia
 1904             Coal          Asia and Oceania
 1953              Oil                    Europe
 2005 Other Renewables                    Europe
 1980            Hydro Central and South America
 1994             Coal Central and South America
 1993             Coal Central and South America
 1915              Gas             North America
 1958            Hydro                    Europe
 1949             Coal                    Africa
 1906              Oil             North America
 1992             Coal Central and South America
 1953              Oil          Asia and Oceania
 1971            Hydro          Asia and Oceania
 1973            Hydro          Asia and Oceania
 1978          Nuclear          Asia and Oceania
 1976              Gas                    Africa
 1970              Gas          Asia and Oceania
 1981          Nuclear                   Eurasia
 2004 Other Renewables             North America
 1966              Gas Central and South America
 1903             Coal          Asia and Oceania
 1957              Gas                   Eurasia
 1990             Coal Central and South America
 1914              Gas             North America
 1991             Coal Central and South America
 1955            Hydro             North America
 1957              Gas                    Europe
 1948             Coal                    Africa
 1989             Coal Central and South America
 1981            Hydro                   Eurasia
 1977              Gas                    Africa
 1972          Nuclear             North America
 1980            Hydro                   Eurasia
 1913              Gas             North America
 1904              Oil             North America
 1938              Oil               Middle East
 1946             Coal                    Africa
 1957            Hydro                    Europe
 1975              Gas                    Africa
 1902             Coal          Asia and Oceania
 1909             Coal                   Eurasia
 1965              Gas Central and South America
 1947             Coal                    Africa
 1937              Oil               Middle East
 1983            Hydro                   Eurasia
 1945             Coal                    Africa
 1911             Coal                   Eurasia
 2007 Other Renewables Central and South America
 1970            Hydro          Asia and Oceania
 1979            Hydro Central and South America
 1939              Oil               Middle East
 1944             Coal                    Africa
 1952              Oil          Asia and Oceania
 1954            Hydro             North America
 2003 Other Renewables             North America
 1982            Hydro                   Eurasia
 1952              Oil                    Europe
 1912              Gas             North America
 1907             Coal                   Eurasia
 1943              Oil               Middle East
 1908             Coal                   Eurasia
 1979            Hydro                   Eurasia
 1953            Hydro             North America
 1969            Hydro          Asia and Oceania
 1901             Coal          Asia and Oceania
 1951              Oil          Asia and Oceania
 1978            Hydro                   Eurasia
 1952            Hydro             North America
 1910             Coal                   Eurasia
 2004 Other Renewables                    Europe
 1956            Hydro                    Europe
 1956              Gas                    Europe
 1964              Gas Central and South America
 1927              Oil Central and South America
 1911              Gas             North America
 2009 Other Renewables          Asia and Oceania
 1966            Hydro          Asia and Oceania
 1968            Hydro          Asia and Oceania
 1926             Coal                   Eurasia
 1969              Gas          Asia and Oceania
 1955            Hydro                    Europe
 1968              Gas          Asia and Oceania
 1960              Oil                    Africa
 1988             Coal Central and South America
 1943             Coal                    Africa
 1951            Hydro             North America
 2002 Other Renewables             North America
 1929              Oil                   Eurasia
 1969              Gas               Middle East
 1942              Oil               Middle East
 1978            Hydro Central and South America
 1910              Gas             North America
 1942             Coal                    Africa
 1903              Oil             North America
 1971          Nuclear                    Europe
 1965            Hydro          Asia and Oceania
 1967            Hydro          Asia and Oceania
 1963              Gas Central and South America
 1900             Coal          Asia and Oceania
 1940              Oil               Middle East
 1954            Hydro                    Europe
 1936              Oil               Middle East
 1950            Hydro             North America
 1955              Gas                    Europe
 1977            Hydro                   Eurasia
 1909              Gas             North America
 1906             Coal                   Eurasia
 1979          Nuclear                   Eurasia
 1962              Gas Central and South America
 1941             Coal                    Africa
 1977            Hydro Central and South America
 1950              Oil          Asia and Oceania
 2001 Other Renewables             North America
 1951              Oil                    Europe
 1979             Coal Central and South America
 2006 Other Renewables Central and South America
 1949            Hydro             North America
 2000 Other Renewables             North America
 2003 Other Renewables                    Europe
 1902              Oil             North America
 1953            Hydro                    Europe
 1908              Gas             North America
 1964            Hydro          Asia and Oceania
 1970          Nuclear                    Europe
 1987             Coal Central and South America
 2008 Other Renewables          Asia and Oceania
 1976            Hydro                   Eurasia
 1928              Oil                   Eurasia
 1952            Hydro                    Europe
 1901              Oil                   Eurasia
 1940             Coal                    Africa
 1999 Other Renewables             North America
 1974            Hydro                   Eurasia
 1935              Oil               Middle East
 1954              Gas                    Europe
 1904             Coal                   Eurasia
 1940              Oil          Asia and Oceania
 1948            Hydro             North America
 1963            Hydro          Asia and Oceania
 1907              Gas             North America
 1976            Hydro Central and South America
 1969          Nuclear                    Europe
 1902              Oil                   Eurasia
 1939              Oil          Asia and Oceania
 1947            Hydro             North America
 1974              Gas                    Africa
 1951            Hydro                    Europe
 1939             Coal                    Africa
 1971          Nuclear             North America
 1998 Other Renewables             North America
 1961              Gas Central and South America
 1971            Hydro                   Eurasia
 1975            Hydro                   Eurasia
 1946            Hydro             North America
 1978             Coal Central and South America
 1905             Coal                   Eurasia
 1956              Gas                   Eurasia
 1904              Oil                   Eurasia
 1970            Hydro                   Eurasia
 1945            Hydro             North America
 1997 Other Renewables             North America
 1938             Coal                    Africa
 1972            Hydro                   Eurasia
 1994 Other Renewables             North America
 1995 Other Renewables             North America
 1973            Hydro                   Eurasia
 1906              Gas             North America
 2014            Hydro                    Africa
 2005 Other Renewables Central and South America
 1944            Hydro             North America
 1943            Hydro             North America
 1900              Oil                   Eurasia
 1949              Oil          Asia and Oceania
 1903              Oil                   Eurasia
 1927              Oil                   Eurasia
 1973              Gas                    Africa
 1938              Oil          Asia and Oceania
 1986             Coal Central and South America
 2002 Other Renewables                    Europe
 1993 Other Renewables             North America
 1978          Nuclear                   Eurasia
 1953              Gas                    Europe
 1937             Coal                    Africa
 1975            Hydro Central and South America
 1967              Gas          Asia and Oceania
 1961            Hydro          Asia and Oceania
 1941              Oil          Asia and Oceania
 1937              Oil          Asia and Oceania
 1962            Hydro          Asia and Oceania
 2013            Hydro                    Africa
 1969            Hydro                   Eurasia
 1976          Nuclear          Asia and Oceania
 1916              Oil                   Eurasia
 1996 Other Renewables             North America
 1936              Oil                    Europe
 1950              Oil                    Europe
 1941              Oil               Middle East
 1905              Gas             North America
 1903             Coal                   Eurasia
 2012            Hydro                    Africa
 1977             Coal Central and South America
 1992 Other Renewables             North America
 1910              Oil                   Eurasia
 1901             Coal                   Eurasia
 1902             Coal                   Eurasia
 2004 Other Renewables Central and South America
 2011            Hydro                    Africa
 1934              Oil                    Europe
 1935              Oil                    Europe
 2010            Hydro                    Africa
 1926              Oil Central and South America
 1966              Gas          Asia and Oceania
 1936             Coal                    Africa
 1901              Oil             North America
 2007 Other Renewables          Asia and Oceania
 1968          Nuclear                    Europe
 1900             Coal                   Eurasia
 1985             Coal Central and South America
 2003 Other Renewables Central and South America
 1915              Oil                   Eurasia
 1942            Hydro             North America
 1960              Gas Central and South America
 1968              Gas               Middle East
 1909              Oil                   Eurasia
 1912              Oil                   Eurasia
 1974            Hydro Central and South America
 1904              Gas             North America
 1977          Nuclear                   Eurasia
 1911              Oil                   Eurasia
 1925             Coal                   Eurasia
 1913              Oil                   Eurasia
 1997 Other Renewables Central and South America
 1977          Nuclear          Asia and Oceania
 1968            Hydro                   Eurasia
 1914              Oil                   Eurasia
 1936              Oil          Asia and Oceania
 1991 Other Renewables             North America
 1965              Gas          Asia and Oceania
 1924             Coal                   Eurasia
 1960            Hydro          Asia and Oceania
 1943              Oil                    Europe
 1942              Oil                    Europe
 1917              Oil                   Eurasia
 1934              Oil               Middle East
 1908              Oil                   Eurasia
 1935             Coal                    Africa
 1950            Hydro                    Europe
 1900              Oil             North America
 1929             Coal                    Africa
 2001 Other Renewables                    Europe
 1907              Oil                   Eurasia
 1949              Oil                    Europe
 1959            Hydro          Asia and Oceania
 1952              Gas                    Europe
 1935              Oil          Asia and Oceania
 2009            Hydro                    Africa
 1926             Coal                    Africa
 1928             Coal                    Africa
 1903              Gas             North America
 1940              Oil                    Europe
 2006 Other Renewables          Asia and Oceania
 1967          Nuclear                    Europe
 1937              Oil                    Europe
 1934              Oil          Asia and Oceania
 1926              Oil                   Eurasia
 1933              Oil                    Europe
 1927             Coal                    Africa
 1932              Oil                    Europe
 1996 Other Renewables Central and South America
 1998 Other Renewables Central and South America
 1948            Hydro                    Europe
 2008            Hydro                    Africa
 2002 Other Renewables Central and South America
 1976             Coal Central and South America
 1930             Coal                    Africa
 2007            Hydro                    Africa
 1906              Oil                   Eurasia
 1990 Other Renewables             North America
 1939              Oil                    Europe
 1938              Oil                    Europe
 1941              Oil                    Europe
 1955              Gas                   Eurasia
 1958            Hydro          Asia and Oceania
 1964              Gas          Asia and Oceania
 1973            Hydro Central and South America
 1984             Coal Central and South America
 1966            Hydro                   Eurasia
 2006            Hydro                    Africa
 1959              Gas Central and South America
 1943              Oil          Asia and Oceania
 1925             Coal                    Africa
 1999 Other Renewables Central and South America
 1934             Coal                    Africa
 1949            Hydro                    Europe
 1941            Hydro             North America
 1931              Oil                    Europe
 1902              Gas             North America
 1958              Gas Central and South America
 1948              Oil          Asia and Oceania
 1933              Oil          Asia and Oceania
 1967            Hydro                   Eurasia
 2005            Hydro                    Africa
 1929              Oil          Asia and Oceania
 1924             Coal                    Africa
 1905              Oil                   Eurasia
 2004            Hydro                    Africa
 1995 Other Renewables Central and South America
 2000 Other Renewables                    Europe
 1975          Nuclear          Asia and Oceania
 1963              Gas          Asia and Oceania
 1933              Oil               Middle East
 1994 Other Renewables Central and South America
 2001 Other Renewables Central and South America
 1930              Oil          Asia and Oceania
 1948              Oil                    Europe
 1957            Hydro          Asia and Oceania
 1991 Other Renewables Central and South America
 1989 Other Renewables             North America
 2005 Other Renewables          Asia and Oceania
 1972              Gas                    Africa
 2002            Hydro                    Africa
 1975             Coal Central and South America
 1940            Hydro             North America
 1966          Nuclear                    Europe
 1925              Oil                   Eurasia
 1932              Oil          Asia and Oceania
 1923             Coal                    Africa
 1972            Hydro Central and South America
 1947            Hydro                    Europe
 1918             Coal                   Eurasia
 1951              Gas                    Europe
 1901              Gas             North America
 1931             Coal                    Africa
 2003            Hydro                    Africa
 1965            Hydro                   Eurasia
 2001            Hydro                    Africa
 1944              Oil                    Europe
 1967              Gas               Middle East
 1992 Other Renewables Central and South America
 1946              Oil                    Europe
 1976          Nuclear                   Eurasia
 1957              Gas Central and South America
 1920             Coal                    Africa
 1921             Coal                    Africa
 1933             Coal                    Africa
 1930              Oil                    Europe
 1990 Other Renewables Central and South America
 1969             Coal Central and South America
 1943            Hydro                    Europe
 1947              Oil                    Europe
 1954              Gas                   Eurasia
 1932              Oil               Middle East
 2000 Other Renewables Central and South America
 1931              Oil          Asia and Oceania
 1923             Coal                   Eurasia
 1964            Hydro                   Eurasia
 1993 Other Renewables Central and South America
 1937            Hydro             North America
 1974             Coal Central and South America
 1939            Hydro             North America
 1989 Other Renewables Central and South America
 1956            Hydro          Asia and Oceania
 1983             Coal Central and South America
 1945              Oil                    Europe
 1928              Oil          Asia and Oceania
 1963            Hydro                   Eurasia
 1938            Hydro             North America
 1988 Other Renewables Central and South America
 1985 Other Renewables Central and South America
 1941            Hydro                    Europe
 1946            Hydro                    Europe
 1972             Coal Central and South America
 2000            Hydro                    Africa
 1962              Gas          Asia and Oceania
 1971             Coal Central and South America
 1987 Other Renewables Central and South America
 1973             Coal Central and South America
 1900              Gas             North America
 1968             Coal Central and South America
 1932             Coal                    Africa
 1971            Hydro Central and South America
 1984 Other Renewables Central and South America
 1939            Hydro                    Europe
 1999            Hydro                    Africa
 1962            Hydro                   Eurasia
 1917             Coal                    Africa
 1930              Oil               Middle East
 1940            Hydro                    Europe
 1919             Coal                    Africa
 1949              Gas                    Europe
 1953              Gas                   Eurasia
 1924              Oil                   Eurasia
 2004 Other Renewables          Asia and Oceania
 1982             Coal Central and South America
 1936            Hydro             North America
 1931              Oil               Middle East
 1970             Coal Central and South America
 1967             Coal Central and South America
 1970          Nuclear             North America
 1918             Coal                    Africa
 1922             Coal                   Eurasia
 1986 Other Renewables Central and South America
 1928              Oil               Middle East
 1974          Nuclear          Asia and Oceania
 1959              Oil                    Africa
 1922             Coal                    Africa
 1955            Hydro          Asia and Oceania
 1925              Oil Central and South America
 1966              Gas               Middle East
 1956              Gas Central and South America
 1927              Oil          Asia and Oceania
 1935            Hydro             North America
 1981             Coal Central and South America
 1970            Hydro Central and South America
 1916             Coal                    Africa
 1929              Oil                    Europe
 1944            Hydro                    Europe
 1952              Gas                   Eurasia
 1929              Oil               Middle East
 1942            Hydro                    Europe
 1999 Other Renewables                    Europe
 2003 Other Renewables          Asia and Oceania
 1961              Gas          Asia and Oceania
 1938            Hydro                    Europe
 1951              Gas                   Eurasia
 1937            Hydro                    Europe
 1950              Gas                    Europe
 2014          Nuclear Central and South America
 1945            Hydro                    Europe
 2012          Nuclear Central and South America
 1927              Oil               Middle East
 1997            Hydro                    Africa
 1965          Nuclear                    Europe
 2001          Nuclear Central and South America
 1980             Coal Central and South America
 2011          Nuclear Central and South America
 1954            Hydro          Asia and Oceania
 1996            Hydro                    Africa
 2010          Nuclear Central and South America
 1965             Coal Central and South America
 2003          Nuclear Central and South America
 1923              Oil                   Eurasia
 1955              Gas Central and South America
 1998 Other Renewables                    Europe
 1975          Nuclear                   Eurasia
 2008          Nuclear Central and South America
 1942              Oil          Asia and Oceania
 1998            Hydro                    Africa
 2006          Nuclear Central and South America
 1965              Gas               Middle East
 1966             Coal Central and South America
 1964             Coal Central and South America
 1928              Oil                    Europe
 1980            Hydro                    Africa
 2009          Nuclear Central and South America
 1925              Oil          Asia and Oceania
 1963             Coal Central and South America
 1950              Gas                   Eurasia
 2013          Nuclear Central and South America
 1961            Hydro                   Eurasia
 1995            Hydro                    Africa
 1926              Oil          Asia and Oceania
 2002 Other Renewables          Asia and Oceania
 2002          Nuclear Central and South America
 1934            Hydro             North America
 1924              Oil          Asia and Oceania
 1962             Coal Central and South America
 1964              Gas               Middle East
 1954              Gas Central and South America
 2004          Nuclear Central and South America
 1919             Coal                   Eurasia
 1926              Oil               Middle East
 1960              Gas          Asia and Oceania
 1953            Hydro          Asia and Oceania
 1991            Hydro                    Africa
 1969            Hydro Central and South America
 1923              Oil          Asia and Oceania
 1921             Coal                   Eurasia
 1913             Coal                    Africa
 1915             Coal                    Africa
 1974          Nuclear                   Eurasia
 1992            Hydro                    Africa
 1994            Hydro                    Africa
 2007          Nuclear Central and South America
 1914             Coal                    Africa
 1933            Hydro             North America
 1961             Coal Central and South America
 1993            Hydro                    Africa
 1990            Hydro                    Africa
 1922              Oil                   Eurasia
 1929            Hydro             North America
 1936            Hydro                    Europe
 1949              Gas                   Eurasia
 1925              Oil               Middle East
 1928            Hydro             North America
 1927              Oil                    Europe
 1944              Oil          Asia and Oceania
 2001 Other Renewables          Asia and Oceania
 1932            Hydro             North America
 1952            Hydro          Asia and Oceania
 1930            Hydro             North America
 1981            Hydro                    Africa
 1983 Other Renewables Central and South America
 1948              Gas                   Eurasia
 1953              Gas Central and South America
 1958              Oil                    Africa
 1989            Hydro                    Africa
 1959             Coal Central and South America
 1968            Hydro Central and South America
 1958             Coal Central and South America
 1982            Hydro                    Africa
 1919              Oil                   Eurasia
 1997 Other Renewables                    Europe
 1920             Coal                   Eurasia
 1912             Coal                    Africa
 1924              Oil               Middle East
 1988            Hydro                    Africa
 1960            Hydro                   Eurasia
 1960             Coal Central and South America
 2000 Other Renewables          Asia and Oceania
 1922              Oil          Asia and Oceania
 1910             Coal                    Africa
 1983            Hydro                    Africa
 1951            Hydro          Asia and Oceania
 1935            Hydro                    Europe
 1931            Hydro             North America
 1986            Hydro                    Africa
 1955             Coal Central and South America
 1926              Oil                    Europe
 1956             Coal Central and South America
 1911             Coal                    Africa
 1987            Hydro                    Africa
 1971              Gas                    Africa
 1967            Hydro Central and South America
 1921              Oil          Asia and Oceania
 1959            Hydro                   Eurasia
 1950            Hydro          Asia and Oceania
 1947              Gas                   Eurasia
 1927            Hydro             North America
 2005          Nuclear Central and South America
 1957             Coal Central and South America
 1951              Gas Central and South America
 1966            Hydro Central and South America
 1985            Hydro                    Africa
 1958            Hydro                   Eurasia
 1920              Oil          Asia and Oceania
 1959              Gas          Asia and Oceania
 1963              Gas               Middle East
 1920              Oil                   Eurasia
 1954             Coal Central and South America
 1952              Gas Central and South America
 1999 Other Renewables          Asia and Oceania
 1984            Hydro                    Africa
 1968              Gas                    Africa
 2014          Nuclear                    Africa
 1949            Hydro          Asia and Oceania
 1909             Coal                    Africa
 1921              Oil                   Eurasia
 1923              Oil               Middle East
 1969          Nuclear             North America
 1948              Gas                    Europe
 1919              Oil          Asia and Oceania
 1924              Oil Central and South America
 2004          Nuclear                    Africa
 1953             Coal Central and South America
 1996 Other Renewables                    Europe
 1918              Oil                   Eurasia
 1950              Gas Central and South America
 1973          Nuclear                   Eurasia
 1926            Hydro             North America
 1965            Hydro Central and South America
 1909              Oil                    Europe
 1952             Coal Central and South America
 1948            Hydro          Asia and Oceania
 1950             Coal Central and South America
 2013          Nuclear                    Africa
 1998          Nuclear                    Africa
 1934            Hydro                    Europe
 1995 Other Renewables                    Europe
 1968          Nuclear             North America
 1951             Coal Central and South America
 1970              Gas                    Africa
 1998 Other Renewables          Asia and Oceania
 1982 Other Renewables Central and South America
 1947              Oil          Asia and Oceania
 1958              Gas          Asia and Oceania
 1957            Hydro                   Eurasia
 2000          Nuclear                    Africa
 2011          Nuclear                    Africa
 1916              Oil          Asia and Oceania
 1933            Hydro                    Europe
 2010          Nuclear                    Africa
 1917              Oil          Asia and Oceania
 1999          Nuclear                    Africa
 1962              Gas               Middle East
 1946              Gas                   Eurasia
 2008          Nuclear                    Africa
 1908             Coal                    Africa
 1925              Oil                    Europe
 2003          Nuclear                    Africa
 1973          Nuclear          Asia and Oceania
 1997          Nuclear                    Africa
 1966              Gas                    Africa
 2007          Nuclear                    Africa
 1964            Hydro Central and South America
 1918              Oil          Asia and Oceania
 1910              Oil                    Europe
 1997 Other Renewables          Asia and Oceania
 1911              Oil                    Europe
 1969              Gas                    Africa
 2012          Nuclear                    Africa
 1957              Gas          Asia and Oceania
 1988 Other Renewables             North America
 1931            Hydro                    Europe
 1907             Coal                    Africa
 1912              Oil                    Europe
 2005          Nuclear                    Africa
 1987 Other Renewables             North America
 1945              Gas                   Eurasia
 1943             Coal Central and South America
 1994 Other Renewables                    Europe
 1948             Coal Central and South America
 1915              Oil          Asia and Oceania
 1913              Oil                    Europe
 1932            Hydro                    Europe
 1964          Nuclear                    Europe
 2002          Nuclear                    Africa
 1949             Coal Central and South America
 1925            Hydro             North America
 1944             Coal Central and South America
 1945             Coal Central and South America
 1996          Nuclear                    Africa
 1963            Hydro Central and South America
 1947            Hydro          Asia and Oceania
 1929            Hydro                    Europe
 1947             Coal Central and South America
 1944              Gas                   Eurasia
 2009          Nuclear                    Africa
 1908              Oil                    Europe
 1922              Oil               Middle East
 1996 Other Renewables          Asia and Oceania
 1914              Oil          Asia and Oceania
 1942             Coal Central and South America
 1995          Nuclear                    Africa
 1949              Gas Central and South America
 1946             Coal Central and South America
 1946            Hydro          Asia and Oceania
 1906             Coal                    Africa
 1989          Nuclear                    Africa
 1962            Hydro Central and South America
 1913              Oil          Asia and Oceania
 1947              Gas Central and South America
 1924            Hydro             North America
 1943              Gas                   Eurasia
 2000          Nuclear Central and South America
 1993 Other Renewables                    Europe
 1956              Gas          Asia and Oceania
 1944            Hydro          Asia and Oceania
 1995 Other Renewables          Asia and Oceania
 1972          Nuclear          Asia and Oceania
 1911              Oil          Asia and Oceania
 1914              Oil                    Europe
 1986 Other Renewables             North America
 1961              Gas               Middle East
 2001          Nuclear                    Africa
 1924              Oil                    Europe
 1967              Gas                    Africa
 1999          Nuclear Central and South America
 1988          Nuclear                    Africa
 1997          Nuclear Central and South America
 1943            Hydro          Asia and Oceania
 1912              Oil          Asia and Oceania
 1942              Gas                   Eurasia
 1923            Hydro             North America
 1965              Gas                    Africa
 1909              Oil          Asia and Oceania
 1957              Oil                    Africa
 1998          Nuclear Central and South America
 1941            Hydro          Asia and Oceania
 1961            Hydro Central and South America
 1950              Oil                    Africa
 1948              Gas Central and South America
 2006          Nuclear                    Africa
 1910              Oil          Asia and Oceania
 1960              Gas               Middle East
 1992 Other Renewables                    Europe
 1941             Coal Central and South America
 1946              Gas Central and South America
 1941              Gas                   Eurasia
 1953              Oil                    Africa
 1905             Coal                    Africa
 1994          Nuclear                    Africa
 1981 Other Renewables Central and South America
 1960            Hydro Central and South America
 1940             Coal Central and South America
 1952              Oil                    Africa
 1956            Hydro                   Eurasia
 1945              Gas Central and South America
 1937              Gas                    Europe
 2006            Hydro               Middle East
 1995          Nuclear Central and South America
 1915              Oil                    Europe
 1942            Hydro          Asia and Oceania
 1944              Gas Central and South America
 1992          Nuclear                    Africa
 1951              Oil                    Africa
 1971          Nuclear          Asia and Oceania
 1996          Nuclear Central and South America
 1923              Oil Central and South America
 1972          Nuclear                   Eurasia
 1955              Gas          Asia and Oceania
 1922            Hydro             North America
 1907              Oil                    Europe
 1930            Hydro                    Europe
 1923              Oil                    Europe
 1959            Hydro Central and South America
 1938              Gas                    Europe
 1943              Gas Central and South America
 1991          Nuclear                    Africa
 1940              Gas                   Eurasia
 1985 Other Renewables             North America
 2007            Hydro               Middle East
 1908              Oil          Asia and Oceania
 1921              Oil               Middle East
 1991          Nuclear Central and South America
 1991 Other Renewables                    Europe
 2005            Hydro               Middle East
 1990          Nuclear Central and South America
 1942              Gas Central and South America
 1994 Other Renewables          Asia and Oceania
 1958            Hydro Central and South America
 1936              Gas                    Europe
 1949              Oil                    Africa
 1986          Nuclear                    Africa
 1939              Gas                    Europe
 1941              Gas Central and South America
 1980 Other Renewables Central and South America
 1940            Hydro          Asia and Oceania
 1920            Hydro             North America
 1989 Other Renewables          Asia and Oceania
 1940              Gas Central and South America
 1907              Oil          Asia and Oceania
 1939              Gas                   Eurasia
 1922              Oil                    Europe
 1990          Nuclear                    Africa
 1904             Coal                    Africa
 1938            Hydro          Asia and Oceania
 1992          Nuclear Central and South America
 1940              Gas                    Europe
 1938             Coal Central and South America
 1939              Gas Central and South America
 1985          Nuclear Central and South America
 1937            Hydro          Asia and Oceania
 1990 Other Renewables                    Europe
 1939             Coal Central and South America
 1954              Oil                    Africa
 1935              Gas                    Europe
 1939            Hydro          Asia and Oceania
 1938              Gas Central and South America
 1947              Gas                    Europe
 1946              Gas                    Europe
 1941              Gas                    Europe
 1992 Other Renewables          Asia and Oceania
 1935             Coal Central and South America
 1945              Oil          Asia and Oceania
 1993 Other Renewables          Asia and Oceania
 1921            Hydro             North America
 1937              Gas Central and South America
 1937             Coal Central and South America
 1991 Other Renewables          Asia and Oceania
 1938              Gas                   Eurasia
 1994          Nuclear Central and South America
 1988 Other Renewables          Asia and Oceania
 1963          Nuclear                    Europe
 1967          Nuclear             North America
 1984 Other Renewables             North America
 1957            Hydro Central and South America
 1993          Nuclear Central and South America
 1934              Gas                    Europe
 1955            Hydro                   Eurasia
 1936             Coal Central and South America
 1942              Gas                    Europe
 2013            Hydro               Middle East
 1921              Oil                    Europe
 1920              Oil                    Europe
 1955              Oil                    Africa
 1945            Hydro          Asia and Oceania
 1990 Other Renewables          Asia and Oceania
 1903             Coal                    Africa
 1937              Gas                   Eurasia
 1916              Oil                    Europe
 2014            Hydro               Middle East
 1943              Gas                    Europe
 1948              Oil                    Africa
 1906              Oil          Asia and Oceania
 2012            Hydro               Middle East
 1993          Nuclear                    Africa
 1922              Oil Central and South America
 1954              Gas          Asia and Oceania
 1956              Oil                    Africa
 1936            Hydro          Asia and Oceania
 1987 Other Renewables          Asia and Oceania
 1934             Coal Central and South America
 1918              Oil                    Europe
 1987          Nuclear Central and South America
 1933              Gas                    Europe
 1984          Nuclear Central and South America
 1970          Nuclear          Asia and Oceania
 1928            Hydro                    Europe
 1905              Oil          Asia and Oceania
 1906              Oil                    Europe
 1944              Gas                    Europe
 1956            Hydro Central and South America
 1919              Oil                    Europe
 1920              Oil               Middle East
 1986 Other Renewables          Asia and Oceania
 1935            Hydro          Asia and Oceania
 2011            Hydro               Middle East
 1936              Gas                   Eurasia
 1945              Gas                    Europe
 1985 Other Renewables          Asia and Oceania
 1927            Hydro                    Europe
 1932              Gas                    Europe
 1953            Hydro                   Eurasia
 1917              Oil                    Europe
 1989          Nuclear Central and South America
 1983 Other Renewables             North America
 1989 Other Renewables                    Europe
 1953              Gas          Asia and Oceania
 1987          Nuclear                    Africa
 1954            Hydro                   Eurasia
 1971          Nuclear                   Eurasia
 1984 Other Renewables          Asia and Oceania
 1955            Hydro Central and South America
 1905              Oil                    Europe
 1926            Hydro                    Europe
 1933            Hydro          Asia and Oceania
 1934            Hydro          Asia and Oceania
 1935              Gas                   Eurasia
 1988 Other Renewables                    Europe
 1904              Oil          Asia and Oceania
 2010            Hydro               Middle East
 1931              Gas                    Europe
 1987 Other Renewables                    Europe
 1933             Coal Central and South America
 1918             Coal Central and South America
 1966          Nuclear             North America
 1929             Coal Central and South America
 1954            Hydro Central and South America
 1979            Hydro                    Africa
 1904              Oil                    Europe
 1983 Other Renewables          Asia and Oceania
 1977            Hydro                    Africa
 1902             Coal                    Africa
 1919             Coal Central and South America
 1986          Nuclear Central and South America
 1976            Hydro                    Africa
 1930             Coal Central and South America
 1919              Oil               Middle East
 1978            Hydro                    Africa
 1917             Coal Central and South America
 1924             Coal Central and South America
 2004            Hydro               Middle East
 1985          Nuclear                    Africa
 1918            Hydro             North America
 1921              Oil Central and South America
 1932            Hydro          Asia and Oceania
 1926             Coal Central and South America
 1934              Gas                   Eurasia
 1944              Oil                    Africa
 1975            Hydro                    Africa
 1945              Oil                    Africa
 1930              Gas                    Europe
 1928             Coal Central and South America
 1988          Nuclear Central and South America
 2003            Hydro               Middle East
 1947              Oil                    Africa
 1927             Coal Central and South America
 1925             Coal Central and South America
 1917            Hydro             North America
 1986 Other Renewables                    Europe
 1921             Coal Central and South America
 1982 Other Renewables          Asia and Oceania
 1974            Hydro                    Africa
 1925            Hydro                    Europe
 1973            Hydro                    Africa
 1959              Gas               Middle East
 1953            Hydro Central and South America
 1931            Hydro          Asia and Oceania
 1943              Oil                    Africa
 1946              Oil                    Africa
 1952            Hydro                   Eurasia
 1952              Gas          Asia and Oceania
 1903              Oil          Asia and Oceania
 1916             Coal Central and South America
 1930            Hydro          Asia and Oceania
 1952            Hydro Central and South America
 1916            Hydro             North America
 1941              Oil                    Africa
 1985 Other Renewables                    Europe
 1972            Hydro                    Africa
 1923             Coal Central and South America
 1984 Other Renewables                    Europe
 1980 Other Renewables                    Europe
 1929            Hydro          Asia and Oceania
 1971            Hydro                    Africa
 1929              Gas                    Europe
 1942              Oil                    Africa
 1933              Gas                   Eurasia
 1920             Coal Central and South America
 1951            Hydro                   Eurasia
 1993            Hydro               Middle East
 1982 Other Renewables                    Europe
 1981 Other Renewables                    Europe
 1982 Other Renewables             North America
 1903              Oil                    Europe
 1946              Oil          Asia and Oceania
 1992            Hydro               Middle East
 1915            Hydro             North America
 1931             Coal Central and South America
 1918              Oil               Middle East
 1922             Coal Central and South America
 1912             Coal Central and South America
 2009            Hydro               Middle East
 1983 Other Renewables                    Europe
 1970            Hydro                    Africa
 1962          Nuclear                    Europe
 1950            Hydro                   Eurasia
 1913             Coal Central and South America
 2014          Nuclear               Middle East
 1937              Gas          Asia and Oceania
 1911             Coal Central and South America
 1932             Coal Central and South America
 1928            Hydro          Asia and Oceania
 1914            Hydro             North America
 1915             Coal Central and South America
 1957              Gas               Middle East
 1928              Gas                    Europe
 1984          Nuclear                    Africa
 2013          Nuclear               Middle East
 2008            Hydro               Middle East
 2002            Hydro               Middle East
 1951            Hydro Central and South America
 1932              Gas                   Eurasia
 1958              Gas               Middle East
 1920              Oil Central and South America
 1949            Hydro                   Eurasia
 1965          Nuclear             North America
 2007             Coal               Middle East
 1964              Gas                    Africa
 1994            Hydro               Middle East
 1951              Gas          Asia and Oceania
 1996            Hydro               Middle East
 2006             Coal               Middle East
 1913            Hydro             North America
 1901             Coal                    Africa
 1970          Nuclear                   Eurasia
 1914             Coal Central and South America
 1910             Coal Central and South America
 1927              Gas                    Europe
 1998            Hydro               Middle East
 1995            Hydro               Middle East
 1924            Hydro                    Europe
 1997            Hydro               Middle East
 1940              Oil                    Africa
 2008             Coal               Middle East
 1985            Hydro               Middle East
 1984            Hydro               Middle East
 1981 Other Renewables             North America
 1917              Oil               Middle East
 2005             Coal               Middle East
 1964          Nuclear             North America
 1982            Hydro               Middle East
 1988            Hydro               Middle East
 1902              Oil                    Europe
 1989            Hydro               Middle East
 1991            Hydro               Middle East
 1936              Gas          Asia and Oceania
 1927            Hydro          Asia and Oceania
 1987            Hydro               Middle East
 2014 Other Renewables                   Eurasia
 1901              Oil          Asia and Oceania
 1918              Oil Central and South America
 1981            Hydro               Middle East
 1983          Nuclear Central and South America
 1912            Hydro             North America
 1909             Coal Central and South America
 1926              Gas                    Europe
 1986            Hydro               Middle East
 1908             Coal Central and South America
 1983            Hydro               Middle East
 1919              Oil Central and South America
 1950            Hydro Central and South America
 1963          Nuclear             North America
 1994             Coal               Middle East
 1923            Hydro                    Europe
 1974             Coal               Middle East
 1935              Gas          Asia and Oceania
 1986             Coal               Middle East
 1988             Coal               Middle East
 1956              Gas               Middle East
 1990            Hydro               Middle East
 1985             Coal               Middle East
 1980            Hydro               Middle East
 1984             Coal               Middle East
 1987             Coal               Middle East
 1931              Gas                   Eurasia
 1911            Hydro             North America
 2001            Hydro               Middle East
 1948            Hydro                   Eurasia
 1925              Gas                    Europe
 1989             Coal               Middle East
 1969            Hydro                    Africa
 1949            Hydro Central and South America
 1917              Oil Central and South America
 1926            Hydro          Asia and Oceania
 1934              Gas          Asia and Oceania
 1966            Hydro                    Africa
 2012 Other Renewables                   Eurasia
 2013 Other Renewables                   Eurasia
 1969          Nuclear                   Eurasia
 1978          Nuclear Central and South America
 1901              Oil                    Europe
 1996             Coal               Middle East
 1982             Coal               Middle East
 1910            Hydro             North America
 1948            Hydro Central and South America
 1999            Hydro               Middle East
 1950              Gas          Asia and Oceania
 2014 Other Renewables                    Africa
 1968            Hydro                    Africa
 1990             Coal               Middle East
 1995             Coal               Middle East
 1924              Gas                    Europe
 1998             Coal               Middle East
 1967            Hydro                    Africa
 1933              Gas          Asia and Oceania
 1902              Oil          Asia and Oceania
 1997             Coal               Middle East
 2004             Coal               Middle East
 1907             Coal Central and South America
 1979          Nuclear Central and South America
 1972             Coal               Middle East
 1975             Coal               Middle East
 1906             Coal Central and South America
 1981          Nuclear Central and South America
 1961          Nuclear                    Europe
 2013             Coal               Middle East
 2014             Coal               Middle East
 2012             Coal               Middle East
 1949              Gas          Asia and Oceania
 1999             Coal               Middle East
 1936              Gas Central and South America
 2000            Hydro               Middle East
 1983             Coal               Middle East
 2013 Other Renewables                    Africa
 1976          Nuclear Central and South America
 2009             Coal               Middle East
 1909            Hydro             North America
 2000             Coal               Middle East
 1939              Oil                    Africa
 2003             Coal               Middle East
 1975          Nuclear Central and South America
 1965            Hydro                    Africa
 1955              Gas               Middle East
 1980 Other Renewables             North America
 1916              Oil               Middle East
 2011 Other Renewables                   Eurasia
 1978            Hydro               Middle East
 1968          Nuclear                   Eurasia
 1900              Oil                    Europe
 1932              Gas          Asia and Oceania
 1923              Gas                    Europe
 1992             Coal               Middle East
 1935              Gas Central and South America
 1993             Coal               Middle East
 1930              Gas                   Eurasia
 1916              Oil Central and South America
 1969          Nuclear          Asia and Oceania
 1976             Coal               Middle East
 1977             Coal               Middle East
 1978             Coal               Middle East
 1979             Coal               Middle East
 1947            Hydro                   Eurasia
 1964            Hydro                    Africa
 2010 Other Renewables                   Eurasia
 1947            Hydro Central and South America
 2011 Other Renewables                    Africa
 2011             Coal               Middle East
 2002             Coal               Middle East
 1905             Coal Central and South America
 2010             Coal               Middle East
 1908            Hydro             North America
 1934              Gas Central and South America
 1962          Nuclear             North America
 1977            Hydro               Middle East
 1903             Coal Central and South America
 1980             Coal               Middle East
 1925            Hydro          Asia and Oceania
 1991             Coal               Middle East
 1931              Gas          Asia and Oceania
 2012 Other Renewables                    Africa
 1980          Nuclear Central and South America
 2010 Other Renewables                    Africa
 1960          Nuclear                    Europe
 1900             Coal                    Africa
 2001             Coal               Middle East
 1900              Oil          Asia and Oceania
 1922              Gas                    Europe
 1976            Hydro               Middle East
 1904             Coal Central and South America
 2009 Other Renewables                   Eurasia
 1933              Gas Central and South America
 1915              Oil Central and South America
 1946            Hydro Central and South America
 1963            Hydro                    Africa
 1907            Hydro             North America
 1929              Gas          Asia and Oceania
 1962            Hydro                    Africa
 1963              Gas                    Africa
 1930              Gas          Asia and Oceania
 1946            Hydro                   Eurasia
 1902             Coal Central and South America
 1924            Hydro          Asia and Oceania
 1932              Gas Central and South America
 1948              Gas          Asia and Oceania
 1906            Hydro             North America
 1975            Hydro               Middle East
 1979            Hydro               Middle East
 1982          Nuclear Central and South America
 2009 Other Renewables                    Africa
 1931              Gas Central and South America
 1920            Hydro                    Europe
 1967          Nuclear                   Eurasia
 1979 Other Renewables             North America
 1945            Hydro Central and South America
 1922            Hydro                    Europe
 1981             Coal               Middle East
 1919            Hydro             North America
 1929              Gas                   Eurasia
 1915              Oil               Middle East
 1981 Other Renewables          Asia and Oceania
 1921            Hydro                    Europe
 1901             Coal Central and South America
 1918            Hydro                    Europe
 1961          Nuclear             North America
 1940            Hydro                   Eurasia
 2008 Other Renewables                   Eurasia
 1938            Hydro                   Eurasia
 1961            Hydro                    Africa
 1905            Hydro             North America
 1966          Nuclear                   Eurasia
 1930              Gas Central and South America
 1974            Hydro               Middle East
 1944            Hydro Central and South America
 1977          Nuclear Central and South America
 1980 Other Renewables          Asia and Oceania
 1971             Coal               Middle East
 1919            Hydro                    Europe
 2008 Other Renewables                    Africa
 1945            Hydro                   Eurasia
 1939            Hydro                   Eurasia
 2006 Other Renewables                    Africa
 1943            Hydro Central and South America
 1972            Hydro               Middle East
 1928              Gas          Asia and Oceania
 1914              Oil Central and South America
 1962              Gas                    Africa
 1929              Gas Central and South America
 1904            Hydro             North America
 1914              Oil               Middle East
 2007 Other Renewables                    Africa
 1923            Hydro          Asia and Oceania
 1970             Coal               Middle East
 1913              Oil Central and South America
 1942            Hydro Central and South America
 1937            Hydro                   Eurasia
 1976 Other Renewables             North America
 1977 Other Renewables             North America
 1927              Gas          Asia and Oceania
 1922            Hydro          Asia and Oceania
 2012          Nuclear               Middle East
 1936            Hydro                   Eurasia
 1969             Coal               Middle East
 1960            Hydro                    Africa
 1941            Hydro Central and South America
 1903            Hydro             North America
 2006 Other Renewables                   Eurasia
 2005 Other Renewables                    Africa
 2004 Other Renewables                    Africa
 1971            Hydro               Middle East
 1959          Nuclear                    Europe
 1975 Other Renewables             North America
 1935            Hydro                   Eurasia
 1973            Hydro               Middle East
 1926              Gas          Asia and Oceania
 1921            Hydro          Asia and Oceania
 2007 Other Renewables                   Eurasia
 1978 Other Renewables             North America
 2005 Other Renewables                   Eurasia
 1912              Oil Central and South America
 1940            Hydro Central and South America
 1902            Hydro             North America
 1917            Hydro                    Europe
 1931              Oil                    Africa
 1930              Oil                    Africa
 1938            Hydro Central and South America
 2003 Other Renewables                    Africa
 1918              Oil                    Africa
 1959            Hydro                    Africa
 1937            Hydro Central and South America
 1939            Hydro Central and South America
 1913              Oil               Middle East
 1916            Hydro                    Europe
 1974          Nuclear Central and South America
 1928              Gas                   Eurasia
 1929              Oil                    Africa
 1920            Hydro          Asia and Oceania
 1968          Nuclear          Asia and Oceania
 1932              Oil                    Africa
 1968             Coal               Middle East
 1928              Oil                    Africa
 1925              Gas          Asia and Oceania
 2002 Other Renewables                   Eurasia
 1901            Hydro             North America
 1900             Coal Central and South America
 2001 Other Renewables                   Eurasia
 1958            Hydro                    Africa
 1974 Other Renewables             North America
 1919            Hydro          Asia and Oceania
 2001 Other Renewables                    Africa
 1961              Gas                    Africa
 1933              Oil                    Africa
 1957            Hydro                    Africa
 1911              Oil Central and South America
 1969 Other Renewables                    Europe
 1970 Other Renewables                    Europe
 1900            Hydro             North America
 2002 Other Renewables                    Africa
 1927              Gas                   Eurasia
 1968 Other Renewables                    Europe
 1971 Other Renewables                    Europe
 1938              Oil                    Africa
 1966 Other Renewables                    Europe
 1924              Gas          Asia and Oceania
 1936            Hydro Central and South America
 1915            Hydro                    Europe
 2000 Other Renewables                   Eurasia
 1919              Oil                    Africa
 1918            Hydro          Asia and Oceania
 1967 Other Renewables                    Europe
 1979 Other Renewables          Asia and Oceania
 1972 Other Renewables                    Europe
 1970            Hydro               Middle East
 1934              Oil                    Africa
 1965 Other Renewables                    Europe
 1979 Other Renewables                    Europe
 1976 Other Renewables                    Europe
 2000 Other Renewables                    Africa
 1964 Other Renewables                    Europe
 1935            Hydro Central and South America
 1977 Other Renewables                    Europe
 2004 Other Renewables                   Eurasia
 1978 Other Renewables                    Europe
 1974 Other Renewables                    Europe
 1973 Other Renewables                    Europe
 1975 Other Renewables                    Europe
 1963 Other Renewables                    Europe
 1934            Hydro                   Eurasia
 1967             Coal               Middle East
 1962 Other Renewables                    Europe
 1914            Hydro                    Europe
 1965             Coal               Middle East
 1966             Coal               Middle East
 1969            Hydro               Middle East
 1909              Oil Central and South America
 1934            Hydro Central and South America
 1961 Other Renewables                    Europe
 2003 Other Renewables                   Eurasia
 1910              Oil Central and South America
 1964             Coal               Middle East
 1926              Gas                   Eurasia
 1917            Hydro          Asia and Oceania
 1933            Hydro Central and South America
 1927              Oil                    Africa
 1923              Gas          Asia and Oceania
 1921              Oil                    Africa
 1936              Oil                    Africa
 1999 Other Renewables                   Eurasia
 1973 Other Renewables             North America
 1925              Oil                    Africa
 1935              Oil                    Africa
 1960 Other Renewables                    Europe
 1959 Other Renewables                    Europe
 1932            Hydro Central and South America
 1922              Oil                    Africa
 1926              Oil                    Africa
 1937              Oil                    Africa
 1913            Hydro                    Europe
 1955             Coal               Middle East
 1956            Hydro                    Africa
 1978 Other Renewables          Asia and Oceania
 1958 Other Renewables                    Europe
 1959             Coal               Middle East
 1924              Oil                    Africa
 1931            Hydro Central and South America
 1929            Hydro Central and South America
 1967          Nuclear          Asia and Oceania
 1992 Other Renewables                   Eurasia
 1954 Other Renewables                    Europe
 1953 Other Renewables                    Europe
 1930            Hydro Central and South America
 1960             Coal               Middle East
 1999 Other Renewables                    Africa
 1916            Hydro          Asia and Oceania
 1955 Other Renewables                    Europe
 1963             Coal               Middle East
 1952 Other Renewables                    Europe
 1977 Other Renewables          Asia and Oceania
 1957 Other Renewables                    Europe
 1923              Oil                    Africa
 1993 Other Renewables                   Eurasia
 1956 Other Renewables                    Europe
 1966          Nuclear          Asia and Oceania
 1960              Gas                    Africa
 1912            Hydro                    Europe
 1920              Oil                    Africa
 1925              Gas                   Eurasia
 1955            Hydro                    Africa
 1962             Coal               Middle East
 1968            Hydro               Middle East
 1998 Other Renewables                    Africa
 1922              Gas          Asia and Oceania
 1959              Gas                    Africa
 1976 Other Renewables          Asia and Oceania
 1994 Other Renewables                   Eurasia
 1950             Coal               Middle East
 1951             Coal               Middle East
 1975 Other Renewables          Asia and Oceania
 1995 Other Renewables                   Eurasia
 1961             Coal               Middle East
 1917              Oil                    Africa
 1915            Hydro          Asia and Oceania
 1996 Other Renewables                   Eurasia
 1951 Other Renewables                    Europe
 1997 Other Renewables                   Eurasia
 1960          Nuclear             North America
 1998 Other Renewables                   Eurasia
 1956             Coal               Middle East
 1947             Coal               Middle East
 1928            Hydro Central and South America
 1911            Hydro                    Europe
 1958             Coal               Middle East
 1908              Oil Central and South America
 1970 Other Renewables          Asia and Oceania
 1974 Other Renewables          Asia and Oceania
 1954            Hydro                    Africa
 2014 Other Renewables               Middle East
 1972 Other Renewables             North America
 1973 Other Renewables          Asia and Oceania
 1957             Coal               Middle East
 1969 Other Renewables          Asia and Oceania
 1958              Gas                    Africa
 1972 Other Renewables          Asia and Oceania
 1971 Other Renewables          Asia and Oceania
 1997 Other Renewables                    Africa
 1967 Other Renewables          Asia and Oceania
 1927            Hydro Central and South America
 1949             Coal               Middle East
 1952             Coal               Middle East
 1967            Hydro               Middle East
 1990 Other Renewables                    Africa
 1956              Gas                    Africa
 1957              Gas                    Africa
 1991 Other Renewables                    Africa
 1996 Other Renewables                    Africa
 1947              Gas          Asia and Oceania
 1992 Other Renewables                    Africa
 1926            Hydro Central and South America
 1950 Other Renewables                    Europe
 1953             Coal               Middle East
 1914            Hydro          Asia and Oceania
 1966 Other Renewables          Asia and Oceania
 1968 Other Renewables          Asia and Oceania
 1933            Hydro                   Eurasia
 1910            Hydro                    Europe
 1957          Nuclear                    Europe
 1954              Gas                    Africa
 1953            Hydro                    Africa
 1945             Coal               Middle East
 1946             Coal               Middle East
 1948             Coal               Middle East
 1946              Gas          Asia and Oceania
 1955              Gas                    Africa
 1924              Gas                   Eurasia
 1925            Hydro Central and South America
 1965 Other Renewables          Asia and Oceania
 1914              Oil                    Africa
 1907              Oil Central and South America
 1995 Other Renewables                    Africa
 1993 Other Renewables                    Africa
 1953              Gas                    Africa
 1909            Hydro                    Europe
 1924            Hydro Central and South America
 1966            Hydro               Middle East
 2013 Other Renewables               Middle East
 1949 Other Renewables                    Europe
 1994 Other Renewables                    Africa
 1952              Gas                    Africa
 1964 Other Renewables          Asia and Oceania
 1951              Gas                    Africa
 1923            Hydro Central and South America
 1908            Hydro                    Europe
 1912              Oil               Middle East
 1958          Nuclear                    Europe
 1950              Gas                    Africa
 1943 Other Renewables                    Europe
 1965            Hydro               Middle East
 1942 Other Renewables                    Europe
 1949              Gas                    Africa
 1948 Other Renewables                    Europe
 1948              Gas                    Africa
 1951            Hydro                    Africa
 1922            Hydro Central and South America
 1946              Gas                    Africa
 1947              Gas                    Africa
 1906              Oil Central and South America
 1944             Coal               Middle East
 1973             Coal               Middle East
 1921            Hydro Central and South America
 1932            Hydro                   Eurasia
 1907            Hydro                    Europe
 1987 Other Renewables                    Africa
 1986 Other Renewables                    Africa
 1950            Hydro                    Africa
 1989 Other Renewables                    Africa
 1963 Other Renewables          Asia and Oceania
 1988 Other Renewables                    Africa
 1920            Hydro Central and South America
 2012 Other Renewables               Middle East
 1985 Other Renewables                    Africa
 1940             Coal               Middle East
 1941             Coal               Middle East
 1952            Hydro                    Africa
 1923              Gas                   Eurasia
 1964            Hydro               Middle East
 1919            Hydro Central and South America
 1916              Oil                    Africa
 1947 Other Renewables                    Europe
 1983 Other Renewables                    Africa
 1942             Coal               Middle East
 1941 Other Renewables                    Europe
 1984 Other Renewables                    Africa
 2011 Other Renewables               Middle East
 1918            Hydro Central and South America
 1963            Hydro               Middle East
 1969 Other Renewables             North America
 1939             Coal               Middle East
 1931            Hydro                   Eurasia
 1917            Hydro Central and South America
 1905              Oil Central and South America
 1959          Nuclear             North America
 1943             Coal               Middle East
 1930            Hydro                   Eurasia
 1906            Hydro                    Europe
 1971 Other Renewables             North America
 1916            Hydro Central and South America
 1940 Other Renewables                    Europe
 1938              Gas          Asia and Oceania
 1970 Other Renewables             North America
 1939              Gas          Asia and Oceania
 1911              Oil               Middle East
 1958          Nuclear             North America
 1915            Hydro Central and South America
 1940              Gas          Asia and Oceania
 1962 Other Renewables          Asia and Oceania
 1939 Other Renewables                    Europe
 1941              Gas          Asia and Oceania
 1982 Other Renewables                    Africa
 1942              Gas          Asia and Oceania
 1929            Hydro                   Eurasia
 1914            Hydro Central and South America
 1945            Hydro                    Africa
 1901              Oil Central and South America
 1904              Oil Central and South America
 1943              Gas          Asia and Oceania
 1900              Oil Central and South America
 1944              Gas          Asia and Oceania
 1968 Other Renewables             North America
 1903              Oil Central and South America
 1928            Hydro                   Eurasia
 1945              Gas          Asia and Oceania
 1913            Hydro Central and South America
 1977 Other Renewables Central and South America
 1905            Hydro                    Europe
 1962            Hydro               Middle East
 1979 Other Renewables Central and South America
 1978 Other Renewables Central and South America
 1961 Other Renewables          Asia and Oceania
 1981 Other Renewables                    Africa
 1942            Hydro                    Africa
 1902              Oil Central and South America
 1941            Hydro                    Africa
 2010 Other Renewables               Middle East
 1911            Hydro Central and South America
 1904            Hydro                    Europe
 1915              Oil                    Africa
 1944            Hydro                    Africa
 1910            Hydro Central and South America
 1940            Hydro                    Africa
 1980 Other Renewables                    Africa
 1912              Oil                    Africa
 2009 Other Renewables               Middle East
 1967 Other Renewables             North America
 1903            Hydro                    Europe
 2011          Nuclear               Middle East
 1939            Hydro                    Africa
 1976 Other Renewables Central and South America
 1944 Other Renewables                    Europe
 1943            Hydro                    Africa
 1927            Hydro                   Eurasia
 1938            Hydro                    Africa
 1909            Hydro Central and South America
 1946 Other Renewables                    Europe
 1937            Hydro                    Africa
 1961            Hydro               Middle East
 1972          Nuclear Central and South America
 1902            Hydro                    Europe
 1922              Gas                   Eurasia
 2008 Other Renewables               Middle East
 1964 Other Renewables             North America
 1938 Other Renewables                    Europe
 1965 Other Renewables             North America
 1966 Other Renewables             North America
 1957            Hydro               Middle East
 1954             Coal               Middle East
 1956          Nuclear                    Europe
 1908            Hydro Central and South America
 1934            Hydro                    Africa
 1958            Hydro               Middle East
 1960 Other Renewables          Asia and Oceania
 1936            Hydro                    Africa
 1963 Other Renewables             North America
 2007 Other Renewables               Middle East
 1935            Hydro                    Africa
 1956            Hydro               Middle East
 1901            Hydro                    Europe
 1969          Nuclear Central and South America
 1959            Hydro               Middle East
 1913              Oil                    Africa
 2006 Other Renewables               Middle East
 1973          Nuclear Central and South America
 1960            Hydro               Middle East
 1970          Nuclear Central and South America
 1971          Nuclear Central and South America
 1954            Hydro               Middle East
 1907            Hydro Central and South America
 1955            Hydro               Middle East
 1967          Nuclear Central and South America
 1953            Hydro               Middle East
 1900            Hydro                    Europe
 1965          Nuclear          Asia and Oceania
 1962 Other Renewables             North America
 1933            Hydro                    Africa
 1961 Other Renewables             North America
 1936 Other Renewables                    Europe
 1945 Other Renewables                    Europe
 1952            Hydro               Middle East
 2005 Other Renewables               Middle East
 1906            Hydro Central and South America
 1935 Other Renewables                    Europe
 1951            Hydro               Middle East
 1933 Other Renewables                    Europe
 1934 Other Renewables                    Europe
 1975 Other Renewables Central and South America
 1949            Hydro               Middle East
 2004 Other Renewables               Middle East
 1950            Hydro               Middle East
 1905            Hydro Central and South America
 1929 Other Renewables                    Europe
 1928 Other Renewables                    Europe
 1930 Other Renewables                    Europe
 1948            Hydro               Middle East
 1968          Nuclear Central and South America
 1932            Hydro                    Africa
 1931 Other Renewables                    Europe
 1927 Other Renewables                    Europe
 1926            Hydro                   Eurasia
 1932 Other Renewables                    Europe
 2002 Other Renewables               Middle East
 2003 Other Renewables               Middle East
 2001 Other Renewables               Middle East
 1926 Other Renewables                    Europe
 1925            Hydro                   Eurasia
 2000 Other Renewables               Middle East
 1931            Hydro                    Africa
 1966          Nuclear Central and South America
 1913            Hydro                   Eurasia
 1911              Oil                    Africa
 1930            Hydro                    Africa
 1949            Hydro                    Africa
 1960 Other Renewables             North America
 1947            Hydro                    Africa
 1925 Other Renewables                    Europe
 1957          Nuclear             North America
 1929            Hydro                    Africa
 1946            Hydro                    Africa
 1924            Hydro                   Eurasia
 1991 Other Renewables                   Eurasia
 1937            Hydro               Middle East
 1990 Other Renewables                   Eurasia
 1924 Other Renewables                    Europe
 1989 Other Renewables                   Eurasia
 1923 Other Renewables                    Europe
 1937 Other Renewables                    Europe
 1918 Other Renewables                    Europe
 1923            Hydro                   Eurasia
 1917 Other Renewables                    Europe
 1922 Other Renewables                    Europe
 1921 Other Renewables                    Europe
 1901            Hydro Central and South America
 1900            Hydro Central and South America
 1919 Other Renewables                    Europe
 1922            Hydro                   Eurasia
 1916 Other Renewables                    Europe
 1906              Oil               Middle East
 1921            Hydro                   Eurasia
 1963          Nuclear          Asia and Oceania
 1920 Other Renewables                    Europe
 1964          Nuclear          Asia and Oceania
 1959 Other Renewables          Asia and Oceania
 1997 Other Renewables               Middle East
 1998 Other Renewables               Middle East
 1999 Other Renewables               Middle East
 1990 Other Renewables               Middle East
 1991 Other Renewables               Middle East
 1992 Other Renewables               Middle East
 1993 Other Renewables               Middle East
 1994 Other Renewables               Middle East
 1995 Other Renewables               Middle East
 1996 Other Renewables               Middle East
          TJ
 105601012.6
 104855350.8
 104407198.0
 102319365.3
  98539355.8
  91936641.4
  85712488.2
  82245580.8
  77144352.1
  71690542.3
  61066774.2
  59215427.7
  59123842.6
  58769390.1
  58350505.1
  56047798.3
  55697910.6
  54836390.6
  54230850.6
  53477385.8
  52321473.0
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  50613948.0
  49835067.1
  48605910.4
  48344969.1
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  46220387.9
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  32030984.2
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  31742544.6
  31740813.0
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  31650780.8
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  31220282.5
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  30765571.7
  30754185.8
  30725010.9
  30561764.1
  30430029.2
  30355920.8
  30246813.3
  30199705.6
  29986260.6
  29858955.8
  29807626.9
  29674374.1
  29651430.4
  29524322.7
  29435489.9
  29346658.7
  29292803.8
  29273309.2
  29261637.5
  29165888.7
  29107225.7
  29072858.5
  29024213.7
  29004287.1
  28961416.1
  28924752.8
  28893582.0
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  28745898.9
  28707749.6
  28653071.6
  28606119.8
  28579711.0
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  28393433.7
  28317029.5
  28233162.4
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  28084136.9
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  27835704.9
  27678157.7
  27564115.0
  27472187.8
  27450164.0
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  27424688.6
  27306727.2
  27290785.4
  27125373.3
  26802162.9
  26692361.3
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  26660410.7
  26560818.7
  26507366.4
  26496244.9
  26422311.8
  26370792.9
  26317117.7
  26296446.4
  26291912.1
  26191210.1
  26110687.4
  26073530.7
  25988080.3
  25951501.8
  25949594.5
  25938767.0
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  25816986.7
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  25613377.0
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  22119301.4
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  19349980.6
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  19263114.6
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     46748.9
     46662.1
     46442.6
     46371.6
     46069.2
     45698.2
     45687.6
     45619.2
     45163.6
     44898.6
     44353.2
     44329.8
     44294.4
     44024.4
     43369.5
     43323.3
     43037.9
     42818.2
     42476.4
     42080.9
     42069.6
     41904.0
     41898.0
     41856.7
     41533.1
     41443.2
     41203.6
     40834.6
     40764.4
     40694.4
     40690.4
     40503.6
     40491.3
     40395.6
     40355.5
     40320.0
     40223.7
     40033.1
     39832.6
     39729.6
     39614.4
     39438.0
     39384.0
     39104.7
     38995.2
     38743.2
     38674.8
     38216.9
     38183.6
     38161.4
     38007.3
     38001.6
     37828.8
     37806.8
     37749.6
     37645.2
     37600.0
     37533.6
     37454.4
     37343.1
     37262.5
     37262.5
     37144.8
     37134.5
     36957.6
     36632.8
     36627.2
     36424.8
     36307.4
     36216.0
     36174.0
     36093.6
     35989.1
     35786.0
     35488.8
     35169.1
     34966.1
     34928.0
     34872.6
     34805.6
     34722.0
     34651.2
     34628.4
     34346.8
     34319.1
     34317.4
     34048.8
     33829.2
     33728.4
     33421.8
     33212.0
     33094.8
     32817.6
     32782.6
     32655.6
     32332.3
     32043.6
     31981.8
     31770.0
     31636.4
     31592.7
     31484.7
     31179.8
     31080.9
     31053.6
     30909.6
     30866.4
     30855.3
     30792.3
     30585.6
     30444.4
     30257.0
     30216.4
     30166.0
     29700.0
     29698.4
     29684.4
     29675.6
     29528.5
     29522.7
     29367.3
     29307.6
     29307.6
     29305.8
     29181.8
     29083.6
     28920.6
     28920.6
     28841.6
     28804.1
     28743.7
     28603.0
     28598.4
     28396.3
     28351.6
     28254.5
     28253.2
     28252.8
     28155.1
     28093.4
     28032.4
     27730.9
     27651.6
     27469.8
     27386.1
     27381.7
     27315.7
     27277.2
     27272.7
     27172.3
     27064.6
     27011.1
     26874.1
     26828.8
     26818.7
     26736.8
     26586.2
     26410.9
     26376.8
     26376.8
     26376.8
     26376.8
     26218.8
     25722.0
     25550.3
     25473.6
     25418.2
     25408.2
     25310.1
     25142.5
     25138.4
     25106.4
     25054.5
     25003.6
     24987.6
     24982.4
     24909.0
     24861.6
     24798.3
     24430.7
     24256.3
     24250.9
     24145.2
     24098.2
     24048.3
     23936.7
     23822.9
     23805.7
     23788.8
     23518.5
     23427.6
     23280.3
     23069.3
     22752.0
     22694.4
     22320.0
     22154.6
     21960.0
     21919.5
     21796.9
     21765.6
     21673.0
     21542.4
     21506.1
     20540.4
     20206.8
     19965.6
     19952.5
     19930.9
     19749.6
     19731.9
     19656.0
     19636.4
     19461.6
     19411.2
     19404.0
     19373.7
     19270.8
     19156.2
     19133.7
     19000.4
     18720.0
     18657.2
     18543.6
     18458.2
     18406.8
     18364.9
     18302.4
     18226.8
     18194.4
     17967.3
     17957.6
     17895.6
     17881.2
     17869.1
     17652.2
     17584.6
     17478.0
     17451.2
     17427.6
     16938.0
     16713.9
     16563.6
     16545.6
     16529.2
     16454.1
     16342.7
     16183.4
     16131.6
     15993.6
     15795.2
     15746.4
     15533.0
     15407.4
     15332.4
     15062.4
     14997.6
     14965.2
     14765.2
     14493.6
     14487.3
     14446.8
     14360.7
     14238.0
     14144.4
     14137.2
     14079.1
     13815.9
     13801.5
     13568.4
     13549.1
     13453.2
     13233.6
     13053.6
     13001.1
     12920.4
     12910.7
     12873.6
     12822.3
     12769.7
     12510.0
     12312.0
     12150.0
     12141.7
     12016.1
     11995.2
     11874.5
     11848.6
     11826.0
     11714.4
     11653.2
     11639.3
     11610.0
     11585.5
     11575.6
     11513.7
     11397.6
     11389.1
     11388.1
     11312.7
     11262.5
     11237.1
     10922.4
     10908.0
     10798.4
     10792.8
     10692.0
     10537.2
     10324.8
     10294.1
     10233.9
     10048.3
      9993.6
      9964.6
      9961.2
      9853.2
      9849.6
      9847.7
      9776.6
      9698.4
      9633.6
      9587.8
      9478.8
      9473.0
      9450.0
      9450.0
      9439.2
      9420.3
      9417.6
      9396.0
      9381.6
      9374.4
      9360.0
      9294.7
      9273.6
      9176.4
      9151.2
      9138.1
      9097.2
      9064.8
      9061.2
      9056.2
      9043.2
      9036.0
      9014.4
      9003.6
      8737.2
      8553.6
      8499.2
      8445.6
      8370.0
      8352.7
      8352.7
      8341.2
      8331.7
      8301.6
      8251.2
      8233.2
      8038.7
      8030.3
      7977.6
      7948.8
      7797.6
      7787.4
      7709.0
      7661.8
      7661.8
      7642.8
      7624.8
      7620.0
      7620.0
      7574.4
      7484.4
      7297.2
      7285.0
      7285.0
      7285.0
      7200.0
      7180.4
      7052.4
      6969.6
      6948.0
      6945.9
      6908.2
      6872.4
      6865.2
      6861.8
      6771.6
      6771.6
      6768.0
      6757.2
      6740.7
      6733.3
      6706.8
      6692.4
      6682.1
      6620.4
      6526.8
      6523.2
      6447.7
      6422.4
      6404.4
      6370.9
      6365.3
      6300.0
      6238.3
      6178.6
      6044.4
      6008.1
      5983.2
      5963.2
      5945.0
      5925.7
      5904.0
      5904.0
      5861.5
      5861.5
      5857.2
      5814.0
      5802.9
      5777.8
      5760.0
      5724.0
      5706.0
      5655.6
      5650.9
      5641.2
      5568.4
      5509.8
      5425.2
      5400.0
      5392.6
      5359.1
      5349.6
      5306.4
      5292.0
      5275.7
      5234.4
      5198.4
      5158.1
      5144.4
      5139.2
      5119.2
      5115.6
      5110.0
      5036.4
      5007.6
      4982.3
      4982.3
      4942.8
      4884.3
      4871.8
      4830.3
      4819.5
      4767.7
      4765.6
      4754.7
      4683.6
      4600.8
      4542.7
      4528.8
      4518.0
      4500.0
      4500.0
      4500.0
      4461.8
      4432.8
      4410.0
      4396.1
      4396.1
      4396.1
      4390.6
      4389.5
      4379.6
      4323.6
      4298.4
      4186.8
      4186.8
      4180.9
      4054.5
      3996.2
      3960.0
      3870.0
      3866.4
      3850.7
      3801.6
      3708.9
      3690.9
      3614.4
      3603.6
      3574.8
      3510.0
      3433.2
      3370.9
      3340.5
      3272.4
      3229.2
      3214.8
      3165.2
      3157.2
      3121.3
      3081.6
      3060.0
      3033.3
      3033.3
      2972.6
      2930.8
      2930.8
      2926.8
      2923.2
      2880.0
      2878.7
      2840.2
      2761.2
      2746.8
      2739.6
      2726.4
      2718.0
      2712.0
      2704.5
      2696.3
      2637.7
      2610.0
      2580.6
      2502.0
      2498.4
      2470.2
      2419.2
      2411.4
      2403.2
      2336.4
      2331.1
      2302.3
      2296.8
      2228.4
      2214.0
      2198.1
      2131.2
      2113.2
      2093.4
      2050.9
      2022.2
      1998.0
      1980.0
      1976.4
      1944.0
      1929.6
      1896.5
      1893.6
      1842.3
      1842.2
      1800.0
      1789.2
      1788.2
      1767.6
      1756.8
      1734.0
      1706.3
      1679.8
      1663.2
      1645.2
      1638.0
      1632.9
      1632.9
      1625.6
      1591.0
      1571.4
      1569.6
      1549.1
      1548.0
      1517.2
      1512.0
      1440.0
      1440.0
      1414.8
      1411.2
      1407.6
      1382.4
      1368.6
      1342.8
      1339.8
      1310.4
      1299.0
      1278.0
      1260.0
      1256.0
      1245.6
      1242.0
      1216.8
      1214.9
      1172.3
      1159.2
      1137.6
      1080.0
      1068.9
      1036.8
      1008.0
      1004.4
       986.4
       921.6
       885.6
       882.0
       860.4
       835.2
       799.2
       796.4
       792.0
       781.6
       781.2
       734.4
       730.8
       680.4
       676.8
       673.2
       644.8
       632.7
       626.4
       619.2
       615.6
       608.4
       604.8
       604.8
       594.0
       590.4
       579.6
       576.0
       556.4
       550.8
       544.3
       518.4
       501.8
       500.4
       490.9
       458.2
       453.6
       450.0
       450.0
       414.5
       399.6
       396.0
       392.7
       360.0
       352.8
       338.4
       334.8
       331.2
       327.6
       324.0
       320.4
       295.2
       280.8
       273.6
       262.8
       259.2
       241.2
       241.2
       230.4
       226.8
       216.0
       212.4
       205.2
       198.0
       196.4
       194.4
       190.8
       183.6
       180.0
       180.0
       176.4
       172.8
       169.2
       151.2
       144.0
       144.0
       140.4
       130.9
       126.0
       125.6
       118.8
       118.8
       118.8
       111.6
       111.6
       109.1
       108.0
       108.0
       108.0
       104.4
       104.4
        97.2
        97.2
        93.6
        90.0
        90.0
        75.6
        72.0
        72.0
        72.0
        68.4
        57.6
        50.4
        50.4
        43.2
        43.2
        41.9
        36.0
        32.7
        25.2
        21.8
        21.6
        10.8
        10.8
        10.8
         3.6
         3.6
         3.6
         3.6
         3.6
         3.6
         3.6

filter

filter() picks out the rows of a data frame that satisfy some condition. In other words, it allows you to pick out subsets of the data.

filter(x,d>4)

output

 a b c  d
 a 1 B  8
 b 2 B 10
 d 4 A  8
 f 6 A  8
 g 7 B  7
 h 8 B  6
 i 9 B  8
filter(x,d>1.2 & c != "B")

output

 a b c d
 d 4 A 8
 f 6 A 8
filter(energy,year>2010)

output

 year           source                    region
 2011             Coal          Asia and Oceania
 2012             Coal          Asia and Oceania
 2013             Coal          Asia and Oceania
 2014             Coal          Asia and Oceania
 2011             Coal                    Europe
 2012             Coal                    Europe
 2013             Coal                    Europe
 2014             Coal                    Europe
 2011             Coal                    Africa
 2012             Coal                    Africa
 2013             Coal                    Africa
 2014             Coal                    Africa
 2011             Coal Central and South America
 2012             Coal Central and South America
 2013             Coal Central and South America
 2014             Coal Central and South America
 2011             Coal                   Eurasia
 2012             Coal                   Eurasia
 2013             Coal                   Eurasia
 2014             Coal                   Eurasia
 2011             Coal               Middle East
 2012             Coal               Middle East
 2013             Coal               Middle East
 2014             Coal               Middle East
 2011             Coal             North America
 2012             Coal             North America
 2013             Coal             North America
 2014             Coal             North America
 2011              Gas          Asia and Oceania
 2012              Gas          Asia and Oceania
 2013              Gas          Asia and Oceania
 2014              Gas          Asia and Oceania
 2011              Gas                    Europe
 2012              Gas                    Europe
 2013              Gas                    Europe
 2014              Gas                    Europe
 2011              Gas                    Africa
 2012              Gas                    Africa
 2013              Gas                    Africa
 2014              Gas                    Africa
 2011              Gas Central and South America
 2012              Gas Central and South America
 2013              Gas Central and South America
 2014              Gas Central and South America
 2011              Gas                   Eurasia
 2012              Gas                   Eurasia
 2013              Gas                   Eurasia
 2014              Gas                   Eurasia
 2011              Gas               Middle East
 2012              Gas               Middle East
 2013              Gas               Middle East
 2014              Gas               Middle East
 2011              Gas             North America
 2012              Gas             North America
 2013              Gas             North America
 2014              Gas             North America
 2011            Hydro          Asia and Oceania
 2012            Hydro          Asia and Oceania
 2013            Hydro          Asia and Oceania
 2014            Hydro          Asia and Oceania
 2011            Hydro                    Europe
 2012            Hydro                    Europe
 2013            Hydro                    Europe
 2014            Hydro                    Europe
 2011            Hydro                    Africa
 2012            Hydro                    Africa
 2013            Hydro                    Africa
 2014            Hydro                    Africa
 2011            Hydro Central and South America
 2012            Hydro Central and South America
 2013            Hydro Central and South America
 2014            Hydro Central and South America
 2011            Hydro                   Eurasia
 2012            Hydro                   Eurasia
 2013            Hydro                   Eurasia
 2014            Hydro                   Eurasia
 2011            Hydro               Middle East
 2012            Hydro               Middle East
 2013            Hydro               Middle East
 2014            Hydro               Middle East
 2011            Hydro             North America
 2012            Hydro             North America
 2013            Hydro             North America
 2014            Hydro             North America
 2011          Nuclear          Asia and Oceania
 2012          Nuclear          Asia and Oceania
 2013          Nuclear          Asia and Oceania
 2014          Nuclear          Asia and Oceania
 2011          Nuclear                    Europe
 2012          Nuclear                    Europe
 2013          Nuclear                    Europe
 2014          Nuclear                    Europe
 2011          Nuclear                    Africa
 2012          Nuclear                    Africa
 2013          Nuclear                    Africa
 2014          Nuclear                    Africa
 2011          Nuclear Central and South America
 2012          Nuclear Central and South America
 2013          Nuclear Central and South America
 2014          Nuclear Central and South America
 2011          Nuclear                   Eurasia
 2012          Nuclear                   Eurasia
 2013          Nuclear                   Eurasia
 2014          Nuclear                   Eurasia
 2011          Nuclear               Middle East
 2012          Nuclear               Middle East
 2013          Nuclear               Middle East
 2014          Nuclear               Middle East
 2011          Nuclear             North America
 2012          Nuclear             North America
 2013          Nuclear             North America
 2014          Nuclear             North America
 2011              Oil          Asia and Oceania
 2012              Oil          Asia and Oceania
 2013              Oil          Asia and Oceania
 2014              Oil          Asia and Oceania
 2011              Oil                    Europe
 2012              Oil                    Europe
 2013              Oil                    Europe
 2014              Oil                    Europe
 2011              Oil                    Africa
 2012              Oil                    Africa
 2013              Oil                    Africa
 2014              Oil                    Africa
 2011              Oil Central and South America
 2012              Oil Central and South America
 2013              Oil Central and South America
 2014              Oil Central and South America
 2011              Oil                   Eurasia
 2012              Oil                   Eurasia
 2013              Oil                   Eurasia
 2014              Oil                   Eurasia
 2011              Oil               Middle East
 2012              Oil               Middle East
 2013              Oil               Middle East
 2014              Oil               Middle East
 2011              Oil             North America
 2012              Oil             North America
 2013              Oil             North America
 2014              Oil             North America
 2011 Other Renewables          Asia and Oceania
 2012 Other Renewables          Asia and Oceania
 2013 Other Renewables          Asia and Oceania
 2014 Other Renewables          Asia and Oceania
 2011 Other Renewables                    Europe
 2012 Other Renewables                    Europe
 2013 Other Renewables                    Europe
 2014 Other Renewables                    Europe
 2011 Other Renewables                    Africa
 2012 Other Renewables                    Africa
 2013 Other Renewables                    Africa
 2014 Other Renewables                    Africa
 2011 Other Renewables Central and South America
 2012 Other Renewables Central and South America
 2013 Other Renewables Central and South America
 2014 Other Renewables Central and South America
 2011 Other Renewables                   Eurasia
 2012 Other Renewables                   Eurasia
 2013 Other Renewables                   Eurasia
 2014 Other Renewables                   Eurasia
 2011 Other Renewables               Middle East
 2012 Other Renewables               Middle East
 2013 Other Renewables               Middle East
 2014 Other Renewables               Middle East
 2011 Other Renewables             North America
 2012 Other Renewables             North America
 2013 Other Renewables             North America
 2014 Other Renewables             North America
          TJ
 105601012.6
 102319365.3
 104855350.8
 104407198.0
   5689306.4
   5591897.2
   4973780.6
   4853477.1
   5818905.8
   6038215.9
   6019249.7
   6113585.8
   2380109.1
   2508385.3
   2467685.9
   2504000.5
   9921628.6
  10821772.6
  10769196.7
  10362591.4
     25408.2
     28841.6
     28920.6
     28920.6
  22899985.6
  21448617.5
  20919833.0
  21161734.0
  18692594.2
  18646264.0
  19248629.2
  20579220.2
  10499091.2
  10777595.7
  10494956.9
   9890411.4
   8013376.0
   8751129.9
   8219641.5
   8299211.2
   6205815.9
   6518231.0
   6716758.3
   6776682.3
  30765571.7
  30725010.9
  31740813.0
  31097055.8
  20506824.3
  21642196.9
  22175416.1
  22959620.1
  32364209.9
  33338271.2
  33692389.4
  35538636.0
   4040640.0
   4590878.4
   4756181.8
   4725744.1
   1943164.8
   2145549.6
   2227683.1
   2244788.1
    396126.0
    406720.8
    414922.4
    434920.7
   2626830.0
   2575242.0
   2473330.1
   2469458.6
    862851.6
    863805.6
    905296.1
    887371.3
     72597.6
     79156.8
     83380.5
     79524.1
   2617873.2
   2464135.2
   2463508.8
   2423027.0
   5014652.9
   3568374.7
   3560232.1
   3909656.3
   9678986.6
   9412363.6
   9314824.5
   9362450.1
    141147.7
    135250.9
    148524.0
    160887.3
    225679.6
    229909.1
    214306.7
    230362.9
   2719299.6
   2763310.3
   2635064.9
   2764756.4
      1068.9
     14487.3
     42476.4
     45163.6
   9685472.7
   9456032.7
   9789440.4
   9897819.1
  19263114.6
  19349980.6
  19210398.5
  19286736.4
   6781707.8
   6467780.9
   6296578.4
   6422794.6
  18718268.3
  20823570.5
  19218750.0
  17942925.8
  17103066.6
  16984404.1
  17248015.9
  17853063.2
  28653071.6
  28893582.0
  29261637.5
  29524322.7
  58769390.1
  59215427.7
  58350505.1
  59123842.6
  35414324.2
  38024848.5
  41029379.4
  44928220.6
   1000471.3
   1233431.3
   1453757.1
   1660966.3
   1828267.2
   2047613.0
   2312971.3
   2487293.2
     25418.2
     24256.3
     28351.6
     30792.3
    886108.8
    931354.8
   1069473.2
   1183977.2
     27315.7
     31981.8
     31770.0
     37343.1
      2302.3
      2712.0
      3850.7
      5275.7
   2151908.9
   2180984.0
   2365121.4
   2562705.2
filter(energy,year>2010 & source%in%c("Nuclear","Oil"))

output

 year  source                    region         TJ
 2011 Nuclear          Asia and Oceania  5014652.9
 2012 Nuclear          Asia and Oceania  3568374.7
 2013 Nuclear          Asia and Oceania  3560232.1
 2014 Nuclear          Asia and Oceania  3909656.3
 2011 Nuclear                    Europe  9678986.6
 2012 Nuclear                    Europe  9412363.6
 2013 Nuclear                    Europe  9314824.5
 2014 Nuclear                    Europe  9362450.1
 2011 Nuclear                    Africa   141147.7
 2012 Nuclear                    Africa   135250.9
 2013 Nuclear                    Africa   148524.0
 2014 Nuclear                    Africa   160887.3
 2011 Nuclear Central and South America   225679.6
 2012 Nuclear Central and South America   229909.1
 2013 Nuclear Central and South America   214306.7
 2014 Nuclear Central and South America   230362.9
 2011 Nuclear                   Eurasia  2719299.6
 2012 Nuclear                   Eurasia  2763310.3
 2013 Nuclear                   Eurasia  2635064.9
 2014 Nuclear                   Eurasia  2764756.4
 2011 Nuclear               Middle East     1068.9
 2012 Nuclear               Middle East    14487.3
 2013 Nuclear               Middle East    42476.4
 2014 Nuclear               Middle East    45163.6
 2011 Nuclear             North America  9685472.7
 2012 Nuclear             North America  9456032.7
 2013 Nuclear             North America  9789440.4
 2014 Nuclear             North America  9897819.1
 2011     Oil          Asia and Oceania 19263114.6
 2012     Oil          Asia and Oceania 19349980.6
 2013     Oil          Asia and Oceania 19210398.5
 2014     Oil          Asia and Oceania 19286736.4
 2011     Oil                    Europe  6781707.8
 2012     Oil                    Europe  6467780.9
 2013     Oil                    Europe  6296578.4
 2014     Oil                    Europe  6422794.6
 2011     Oil                    Africa 18718268.3
 2012     Oil                    Africa 20823570.5
 2013     Oil                    Africa 19218750.0
 2014     Oil                    Africa 17942925.8
 2011     Oil Central and South America 17103066.6
 2012     Oil Central and South America 16984404.1
 2013     Oil Central and South America 17248015.9
 2014     Oil Central and South America 17853063.2
 2011     Oil                   Eurasia 28653071.6
 2012     Oil                   Eurasia 28893582.0
 2013     Oil                   Eurasia 29261637.5
 2014     Oil                   Eurasia 29524322.7
 2011     Oil               Middle East 58769390.1
 2012     Oil               Middle East 59215427.7
 2013     Oil               Middle East 58350505.1
 2014     Oil               Middle East 59123842.6
 2011     Oil             North America 35414324.2
 2012     Oil             North America 38024848.5
 2013     Oil             North America 41029379.4
 2014     Oil             North America 44928220.6

select and rename

select() changes which variables (columns) are in the data frame by name or position. One can also reorder and rename the variables using select().

select(x,a,b)

output

 a  b
 a  1
 b  2
 c  3
 d  4
 e  5
 f  6
 g  7
 h  8
 i  9
 j 10
select(x,-c)

output

 a  b  d
 a  1  8
 b  2 10
 c  3  3
 d  4  8
 e  5  4
 f  6  8
 g  7  7
 h  8  6
 i  9  8
 j 10  1
select(x,z=a,d)

output

 z  d
 a  8
 b 10
 c  3
 d  8
 e  4
 f  8
 g  7
 h  6
 i  8
 j  1

rename() does not throw away any variables; it just changes names.

rename(x,z=a)
select(energy,src=source,year)

output

              src year
             Coal 1900
             Coal 1901
             Coal 1902
             Coal 1903
             Coal 1904
             Coal 1905
             Coal 1906
             Coal 1907
             Coal 1908
             Coal 1909
             Coal 1910
             Coal 1911
             Coal 1912
             Coal 1913
             Coal 1914
             Coal 1915
             Coal 1916
             Coal 1917
             Coal 1918
             Coal 1919
             Coal 1920
             Coal 1921
             Coal 1922
             Coal 1923
             Coal 1924
             Coal 1925
             Coal 1926
             Coal 1927
             Coal 1928
             Coal 1929
             Coal 1930
             Coal 1931
             Coal 1932
             Coal 1933
             Coal 1934
             Coal 1935
             Coal 1936
             Coal 1937
             Coal 1938
             Coal 1939
             Coal 1940
             Coal 1941
             Coal 1942
             Coal 1943
             Coal 1944
             Coal 1945
             Coal 1946
             Coal 1947
             Coal 1948
             Coal 1949
             Coal 1950
             Coal 1951
             Coal 1952
             Coal 1953
             Coal 1954
             Coal 1955
             Coal 1956
             Coal 1957
             Coal 1958
             Coal 1959
             Coal 1960
             Coal 1961
             Coal 1962
             Coal 1963
             Coal 1964
             Coal 1965
             Coal 1966
             Coal 1967
             Coal 1968
             Coal 1969
             Coal 1970
             Coal 1971
             Coal 1972
             Coal 1973
             Coal 1974
             Coal 1975
             Coal 1976
             Coal 1977
             Coal 1978
             Coal 1979
             Coal 1980
             Coal 1981
             Coal 1982
             Coal 1983
             Coal 1984
             Coal 1985
             Coal 1986
             Coal 1987
             Coal 1988
             Coal 1989
             Coal 1990
             Coal 1991
             Coal 1992
             Coal 1993
             Coal 1994
             Coal 1995
             Coal 1996
             Coal 1997
             Coal 1998
             Coal 1999
             Coal 2000
             Coal 2001
             Coal 2002
             Coal 2003
             Coal 2004
             Coal 2005
             Coal 2006
             Coal 2007
             Coal 2008
             Coal 2009
             Coal 2010
             Coal 2011
             Coal 2012
             Coal 2013
             Coal 2014
             Coal 1900
             Coal 1901
             Coal 1902
             Coal 1903
             Coal 1904
             Coal 1905
             Coal 1906
             Coal 1907
             Coal 1908
             Coal 1909
             Coal 1910
             Coal 1911
             Coal 1912
             Coal 1913
             Coal 1914
             Coal 1915
             Coal 1916
             Coal 1917
             Coal 1918
             Coal 1919
             Coal 1920
             Coal 1921
             Coal 1922
             Coal 1923
             Coal 1924
             Coal 1925
             Coal 1926
             Coal 1927
             Coal 1928
             Coal 1929
             Coal 1930
             Coal 1931
             Coal 1932
             Coal 1933
             Coal 1934
             Coal 1935
             Coal 1936
             Coal 1937
             Coal 1938
             Coal 1939
             Coal 1940
             Coal 1941
             Coal 1942
             Coal 1943
             Coal 1944
             Coal 1945
             Coal 1946
             Coal 1947
             Coal 1948
             Coal 1949
             Coal 1950
             Coal 1951
             Coal 1952
             Coal 1953
             Coal 1954
             Coal 1955
             Coal 1956
             Coal 1957
             Coal 1958
             Coal 1959
             Coal 1960
             Coal 1961
             Coal 1962
             Coal 1963
             Coal 1964
             Coal 1965
             Coal 1966
             Coal 1967
             Coal 1968
             Coal 1969
             Coal 1970
             Coal 1971
             Coal 1972
             Coal 1973
             Coal 1974
             Coal 1975
             Coal 1976
             Coal 1977
             Coal 1978
             Coal 1979
             Coal 1980
             Coal 1981
             Coal 1982
             Coal 1983
             Coal 1984
             Coal 1985
             Coal 1986
             Coal 1987
             Coal 1988
             Coal 1989
             Coal 1990
             Coal 1991
             Coal 1992
             Coal 1993
             Coal 1994
             Coal 1995
             Coal 1996
             Coal 1997
             Coal 1998
             Coal 1999
             Coal 2000
             Coal 2001
             Coal 2002
             Coal 2003
             Coal 2004
             Coal 2005
             Coal 2006
             Coal 2007
             Coal 2008
             Coal 2009
             Coal 2010
             Coal 2011
             Coal 2012
             Coal 2013
             Coal 2014
             Coal 1900
             Coal 1901
             Coal 1902
             Coal 1903
             Coal 1904
             Coal 1905
             Coal 1906
             Coal 1907
             Coal 1908
             Coal 1909
             Coal 1910
             Coal 1911
             Coal 1912
             Coal 1913
             Coal 1914
             Coal 1915
             Coal 1916
             Coal 1917
             Coal 1918
             Coal 1919
             Coal 1920
             Coal 1921
             Coal 1922
             Coal 1923
             Coal 1924
             Coal 1925
             Coal 1926
             Coal 1927
             Coal 1928
             Coal 1929
             Coal 1930
             Coal 1931
             Coal 1932
             Coal 1933
             Coal 1934
             Coal 1935
             Coal 1936
             Coal 1937
             Coal 1938
             Coal 1939
             Coal 1940
             Coal 1941
             Coal 1942
             Coal 1943
             Coal 1944
             Coal 1945
             Coal 1946
             Coal 1947
             Coal 1948
             Coal 1949
             Coal 1950
             Coal 1951
             Coal 1952
             Coal 1953
             Coal 1954
             Coal 1955
             Coal 1956
             Coal 1957
             Coal 1958
             Coal 1959
             Coal 1960
             Coal 1961
             Coal 1962
             Coal 1963
             Coal 1964
             Coal 1965
             Coal 1966
             Coal 1967
             Coal 1968
             Coal 1969
             Coal 1970
             Coal 1971
             Coal 1972
             Coal 1973
             Coal 1974
             Coal 1975
             Coal 1976
             Coal 1977
             Coal 1978
             Coal 1979
             Coal 1980
             Coal 1981
             Coal 1982
             Coal 1983
             Coal 1984
             Coal 1985
             Coal 1986
             Coal 1987
             Coal 1988
             Coal 1989
             Coal 1990
             Coal 1991
             Coal 1992
             Coal 1993
             Coal 1994
             Coal 1995
             Coal 1996
             Coal 1997
             Coal 1998
             Coal 1999
             Coal 2000
             Coal 2001
             Coal 2002
             Coal 2003
             Coal 2004
             Coal 2005
             Coal 2006
             Coal 2007
             Coal 2008
             Coal 2009
             Coal 2010
             Coal 2011
             Coal 2012
             Coal 2013
             Coal 2014
             Coal 1900
             Coal 1901
             Coal 1902
             Coal 1903
             Coal 1904
             Coal 1905
             Coal 1906
             Coal 1907
             Coal 1908
             Coal 1909
             Coal 1910
             Coal 1911
             Coal 1912
             Coal 1913
             Coal 1914
             Coal 1915
             Coal 1916
             Coal 1917
             Coal 1918
             Coal 1919
             Coal 1920
             Coal 1921
             Coal 1922
             Coal 1923
             Coal 1924
             Coal 1925
             Coal 1926
             Coal 1927
             Coal 1928
             Coal 1929
             Coal 1930
             Coal 1931
             Coal 1932
             Coal 1933
             Coal 1934
             Coal 1935
             Coal 1936
             Coal 1937
             Coal 1938
             Coal 1939
             Coal 1940
             Coal 1941
             Coal 1942
             Coal 1943
             Coal 1944
             Coal 1945
             Coal 1946
             Coal 1947
             Coal 1948
             Coal 1949
             Coal 1950
             Coal 1951
             Coal 1952
             Coal 1953
             Coal 1954
             Coal 1955
             Coal 1956
             Coal 1957
             Coal 1958
             Coal 1959
             Coal 1960
             Coal 1961
             Coal 1962
             Coal 1963
             Coal 1964
             Coal 1965
             Coal 1966
             Coal 1967
             Coal 1968
             Coal 1969
             Coal 1970
             Coal 1971
             Coal 1972
             Coal 1973
             Coal 1974
             Coal 1975
             Coal 1976
             Coal 1977
             Coal 1978
             Coal 1979
             Coal 1980
             Coal 1981
             Coal 1982
             Coal 1983
             Coal 1984
             Coal 1985
             Coal 1986
             Coal 1987
             Coal 1988
             Coal 1989
             Coal 1990
             Coal 1991
             Coal 1992
             Coal 1993
             Coal 1994
             Coal 1995
             Coal 1996
             Coal 1997
             Coal 1998
             Coal 1999
             Coal 2000
             Coal 2001
             Coal 2002
             Coal 2003
             Coal 2004
             Coal 2005
             Coal 2006
             Coal 2007
             Coal 2008
             Coal 2009
             Coal 2010
             Coal 2011
             Coal 2012
             Coal 2013
             Coal 2014
             Coal 1900
             Coal 1901
             Coal 1902
             Coal 1903
             Coal 1904
             Coal 1905
             Coal 1906
             Coal 1907
             Coal 1908
             Coal 1909
             Coal 1910
             Coal 1911
             Coal 1912
             Coal 1913
             Coal 1914
             Coal 1915
             Coal 1916
             Coal 1917
             Coal 1918
             Coal 1919
             Coal 1920
             Coal 1921
             Coal 1922
             Coal 1923
             Coal 1924
             Coal 1925
             Coal 1926
             Coal 1927
             Coal 1928
             Coal 1929
             Coal 1930
             Coal 1931
             Coal 1932
             Coal 1933
             Coal 1934
             Coal 1935
             Coal 1936
             Coal 1937
             Coal 1938
             Coal 1939
             Coal 1940
             Coal 1941
             Coal 1942
             Coal 1943
             Coal 1944
             Coal 1945
             Coal 1946
             Coal 1947
             Coal 1948
             Coal 1949
             Coal 1950
             Coal 1951
             Coal 1952
             Coal 1953
             Coal 1954
             Coal 1955
             Coal 1956
             Coal 1957
             Coal 1958
             Coal 1959
             Coal 1960
             Coal 1961
             Coal 1962
             Coal 1963
             Coal 1964
             Coal 1965
             Coal 1966
             Coal 1967
             Coal 1968
             Coal 1969
             Coal 1970
             Coal 1971
             Coal 1972
             Coal 1973
             Coal 1974
             Coal 1975
             Coal 1976
             Coal 1977
             Coal 1978
             Coal 1979
             Coal 1980
             Coal 1981
             Coal 1982
             Coal 1983
             Coal 1984
             Coal 1985
             Coal 1986
             Coal 1987
             Coal 1988
             Coal 1989
             Coal 1990
             Coal 1991
             Coal 1992
             Coal 1993
             Coal 1994
             Coal 1995
             Coal 1996
             Coal 1997
             Coal 1998
             Coal 1999
             Coal 2000
             Coal 2001
             Coal 2002
             Coal 2003
             Coal 2004
             Coal 2005
             Coal 2006
             Coal 2007
             Coal 2008
             Coal 2009
             Coal 2010
             Coal 2011
             Coal 2012
             Coal 2013
             Coal 2014
             Coal 1939
             Coal 1940
             Coal 1941
             Coal 1942
             Coal 1943
             Coal 1944
             Coal 1945
             Coal 1946
             Coal 1947
             Coal 1948
             Coal 1949
             Coal 1950
             Coal 1951
             Coal 1952
             Coal 1953
             Coal 1954
             Coal 1955
             Coal 1956
             Coal 1957
             Coal 1958
             Coal 1959
             Coal 1960
             Coal 1961
             Coal 1962
             Coal 1963
             Coal 1964
             Coal 1965
             Coal 1966
             Coal 1967
             Coal 1968
             Coal 1969
             Coal 1970
             Coal 1971
             Coal 1972
             Coal 1973
             Coal 1974
             Coal 1975
             Coal 1976
             Coal 1977
             Coal 1978
             Coal 1979
             Coal 1980
             Coal 1981
             Coal 1982
             Coal 1983
             Coal 1984
             Coal 1985
             Coal 1986
             Coal 1987
             Coal 1988
             Coal 1989
             Coal 1990
             Coal 1991
             Coal 1992
             Coal 1993
             Coal 1994
             Coal 1995
             Coal 1996
             Coal 1997
             Coal 1998
             Coal 1999
             Coal 2000
             Coal 2001
             Coal 2002
             Coal 2003
             Coal 2004
             Coal 2005
             Coal 2006
             Coal 2007
             Coal 2008
             Coal 2009
             Coal 2010
             Coal 2011
             Coal 2012
             Coal 2013
             Coal 2014
             Coal 1900
             Coal 1901
             Coal 1902
             Coal 1903
             Coal 1904
             Coal 1905
             Coal 1906
             Coal 1907
             Coal 1908
             Coal 1909
             Coal 1910
             Coal 1911
             Coal 1912
             Coal 1913
             Coal 1914
             Coal 1915
             Coal 1916
             Coal 1917
             Coal 1918
             Coal 1919
             Coal 1920
             Coal 1921
             Coal 1922
             Coal 1923
             Coal 1924
             Coal 1925
             Coal 1926
             Coal 1927
             Coal 1928
             Coal 1929
             Coal 1930
             Coal 1931
             Coal 1932
             Coal 1933
             Coal 1934
             Coal 1935
             Coal 1936
             Coal 1937
             Coal 1938
             Coal 1939
             Coal 1940
             Coal 1941
             Coal 1942
             Coal 1943
             Coal 1944
             Coal 1945
             Coal 1946
             Coal 1947
             Coal 1948
             Coal 1949
             Coal 1950
             Coal 1951
             Coal 1952
             Coal 1953
             Coal 1954
             Coal 1955
             Coal 1956
             Coal 1957
             Coal 1958
             Coal 1959
             Coal 1960
             Coal 1961
             Coal 1962
             Coal 1963
             Coal 1964
             Coal 1965
             Coal 1966
             Coal 1967
             Coal 1968
             Coal 1969
             Coal 1970
             Coal 1971
             Coal 1972
             Coal 1973
             Coal 1974
             Coal 1975
             Coal 1976
             Coal 1977
             Coal 1978
             Coal 1979
             Coal 1980
             Coal 1981
             Coal 1982
             Coal 1983
             Coal 1984
             Coal 1985
             Coal 1986
             Coal 1987
             Coal 1988
             Coal 1989
             Coal 1990
             Coal 1991
             Coal 1992
             Coal 1993
             Coal 1994
             Coal 1995
             Coal 1996
             Coal 1997
             Coal 1998
             Coal 1999
             Coal 2000
             Coal 2001
             Coal 2002
             Coal 2003
             Coal 2004
             Coal 2005
             Coal 2006
             Coal 2007
             Coal 2008
             Coal 2009
             Coal 2010
             Coal 2011
             Coal 2012
             Coal 2013
             Coal 2014
              Gas 1922
              Gas 1923
              Gas 1924
              Gas 1925
              Gas 1926
              Gas 1927
              Gas 1928
              Gas 1929
              Gas 1930
              Gas 1931
              Gas 1932
              Gas 1933
              Gas 1934
              Gas 1935
              Gas 1936
              Gas 1937
              Gas 1938
              Gas 1939
              Gas 1940
              Gas 1941
              Gas 1942
              Gas 1943
              Gas 1944
              Gas 1945
              Gas 1946
              Gas 1947
              Gas 1948
              Gas 1949
              Gas 1950
              Gas 1951
              Gas 1952
              Gas 1953
              Gas 1954
              Gas 1955
              Gas 1956
              Gas 1957
              Gas 1958
              Gas 1959
              Gas 1960
              Gas 1961
              Gas 1962
              Gas 1963
              Gas 1964
              Gas 1965
              Gas 1966
              Gas 1967
              Gas 1968
              Gas 1969
              Gas 1970
              Gas 1971
              Gas 1972
              Gas 1973
              Gas 1974
              Gas 1975
              Gas 1976
              Gas 1977
              Gas 1978
              Gas 1979
              Gas 1980
              Gas 1981
              Gas 1982
              Gas 1983
              Gas 1984
              Gas 1985
              Gas 1986
              Gas 1987
              Gas 1988
              Gas 1989
              Gas 1990
              Gas 1991
              Gas 1992
              Gas 1993
              Gas 1994
              Gas 1995
              Gas 1996
              Gas 1997
              Gas 1998
              Gas 1999
              Gas 2000
              Gas 2001
              Gas 2002
              Gas 2003
              Gas 2004
              Gas 2005
              Gas 2006
              Gas 2007
              Gas 2008
              Gas 2009
              Gas 2010
              Gas 2011
              Gas 2012
              Gas 2013
              Gas 2014
              Gas 1922
              Gas 1923
              Gas 1924
              Gas 1925
              Gas 1926
              Gas 1927
              Gas 1928
              Gas 1929
              Gas 1930
              Gas 1931
              Gas 1932
              Gas 1933
              Gas 1934
              Gas 1935
              Gas 1936
              Gas 1937
              Gas 1938
              Gas 1939
              Gas 1940
              Gas 1941
              Gas 1942
              Gas 1943
              Gas 1944
              Gas 1945
              Gas 1946
              Gas 1947
              Gas 1948
              Gas 1949
              Gas 1950
              Gas 1951
              Gas 1952
              Gas 1953
              Gas 1954
              Gas 1955
              Gas 1956
              Gas 1957
              Gas 1958
              Gas 1959
              Gas 1960
              Gas 1961
              Gas 1962
              Gas 1963
              Gas 1964
              Gas 1965
              Gas 1966
              Gas 1967
              Gas 1968
              Gas 1969
              Gas 1970
              Gas 1971
              Gas 1972
              Gas 1973
              Gas 1974
              Gas 1975
              Gas 1976
              Gas 1977
              Gas 1978
              Gas 1979
              Gas 1980
              Gas 1981
              Gas 1982
              Gas 1983
              Gas 1984
              Gas 1985
              Gas 1986
              Gas 1987
              Gas 1988
              Gas 1989
              Gas 1990
              Gas 1991
              Gas 1992
              Gas 1993
              Gas 1994
              Gas 1995
              Gas 1996
              Gas 1997
              Gas 1998
              Gas 1999
              Gas 2000
              Gas 2001
              Gas 2002
              Gas 2003
              Gas 2004
              Gas 2005
              Gas 2006
              Gas 2007
              Gas 2008
              Gas 2009
              Gas 2010
              Gas 2011
              Gas 2012
              Gas 2013
              Gas 2014
              Gas 1946
              Gas 1947
              Gas 1948
              Gas 1949
              Gas 1950
              Gas 1951
              Gas 1952
              Gas 1953
              Gas 1954
              Gas 1955
              Gas 1956
              Gas 1957
              Gas 1958
              Gas 1959
              Gas 1960
              Gas 1961
              Gas 1962
              Gas 1963
              Gas 1964
              Gas 1965
              Gas 1966
              Gas 1967
              Gas 1968
              Gas 1969
              Gas 1970
              Gas 1971
              Gas 1972
              Gas 1973
              Gas 1974
              Gas 1975
              Gas 1976
              Gas 1977
              Gas 1978
              Gas 1979
              Gas 1980
              Gas 1981
              Gas 1982
              Gas 1983
              Gas 1984
              Gas 1985
              Gas 1986
              Gas 1987
              Gas 1988
              Gas 1989
              Gas 1990
              Gas 1991
              Gas 1992
              Gas 1993
              Gas 1994
              Gas 1995
              Gas 1996
              Gas 1997
              Gas 1998
              Gas 1999
              Gas 2000
              Gas 2001
              Gas 2002
              Gas 2003
              Gas 2004
              Gas 2005
              Gas 2006
              Gas 2007
              Gas 2008
              Gas 2009
              Gas 2010
              Gas 2011
              Gas 2012
              Gas 2013
              Gas 2014
              Gas 1929
              Gas 1930
              Gas 1931
              Gas 1932
              Gas 1933
              Gas 1934
              Gas 1935
              Gas 1936
              Gas 1937
              Gas 1938
              Gas 1939
              Gas 1940
              Gas 1941
              Gas 1942
              Gas 1943
              Gas 1944
              Gas 1945
              Gas 1946
              Gas 1947
              Gas 1948
              Gas 1949
              Gas 1950
              Gas 1951
              Gas 1952
              Gas 1953
              Gas 1954
              Gas 1955
              Gas 1956
              Gas 1957
              Gas 1958
              Gas 1959
              Gas 1960
              Gas 1961
              Gas 1962
              Gas 1963
              Gas 1964
              Gas 1965
              Gas 1966
              Gas 1967
              Gas 1968
              Gas 1969
              Gas 1970
              Gas 1971
              Gas 1972
              Gas 1973
              Gas 1974
              Gas 1975
              Gas 1976
              Gas 1977
              Gas 1978
              Gas 1979
              Gas 1980
              Gas 1981
              Gas 1982
              Gas 1983
              Gas 1984
              Gas 1985
              Gas 1986
              Gas 1987
              Gas 1988
              Gas 1989
              Gas 1990
              Gas 1991
              Gas 1992
              Gas 1993
              Gas 1994
              Gas 1995
              Gas 1996
              Gas 1997
              Gas 1998
              Gas 1999
              Gas 2000
              Gas 2001
              Gas 2002
              Gas 2003
              Gas 2004
              Gas 2005
              Gas 2006
              Gas 2007
              Gas 2008
              Gas 2009
              Gas 2010
              Gas 2011
              Gas 2012
              Gas 2013
              Gas 2014
              Gas 1922
              Gas 1923
              Gas 1924
              Gas 1925
              Gas 1926
              Gas 1927
              Gas 1928
              Gas 1929
              Gas 1930
              Gas 1931
              Gas 1932
              Gas 1933
              Gas 1934
              Gas 1935
              Gas 1936
              Gas 1937
              Gas 1938
              Gas 1939
              Gas 1940
              Gas 1941
              Gas 1942
              Gas 1943
              Gas 1944
              Gas 1945
              Gas 1946
              Gas 1947
              Gas 1948
              Gas 1949
              Gas 1950
              Gas 1951
              Gas 1952
              Gas 1953
              Gas 1954
              Gas 1955
              Gas 1956
              Gas 1957
              Gas 1958
              Gas 1959
              Gas 1960
              Gas 1961
              Gas 1962
              Gas 1963
              Gas 1964
              Gas 1965
              Gas 1966
              Gas 1967
              Gas 1968
              Gas 1969
              Gas 1970
              Gas 1971
              Gas 1972
              Gas 1973
              Gas 1974
              Gas 1975
              Gas 1976
              Gas 1977
              Gas 1978
              Gas 1979
              Gas 1980
              Gas 1981
              Gas 1982
              Gas 1983
              Gas 1984
              Gas 1985
              Gas 1986
              Gas 1987
              Gas 1988
              Gas 1989
              Gas 1990
              Gas 1991
              Gas 1992
              Gas 1993
              Gas 1994
              Gas 1995
              Gas 1996
              Gas 1997
              Gas 1998
              Gas 1999
              Gas 2000
              Gas 2001
              Gas 2002
              Gas 2003
              Gas 2004
              Gas 2005
              Gas 2006
              Gas 2007
              Gas 2008
              Gas 2009
              Gas 2010
              Gas 2011
              Gas 2012
              Gas 2013
              Gas 2014
              Gas 1955
              Gas 1956
              Gas 1957
              Gas 1958
              Gas 1959
              Gas 1960
              Gas 1961
              Gas 1962
              Gas 1963
              Gas 1964
              Gas 1965
              Gas 1966
              Gas 1967
              Gas 1968
              Gas 1969
              Gas 1970
              Gas 1971
              Gas 1972
              Gas 1973
              Gas 1974
              Gas 1975
              Gas 1976
              Gas 1977
              Gas 1978
              Gas 1979
              Gas 1980
              Gas 1981
              Gas 1982
              Gas 1983
              Gas 1984
              Gas 1985
              Gas 1986
              Gas 1987
              Gas 1988
              Gas 1989
              Gas 1990
              Gas 1991
              Gas 1992
              Gas 1993
              Gas 1994
              Gas 1995
              Gas 1996
              Gas 1997
              Gas 1998
              Gas 1999
              Gas 2000
              Gas 2001
              Gas 2002
              Gas 2003
              Gas 2004
              Gas 2005
              Gas 2006
              Gas 2007
              Gas 2008
              Gas 2009
              Gas 2010
              Gas 2011
              Gas 2012
              Gas 2013
              Gas 2014
              Gas 1900
              Gas 1901
              Gas 1902
              Gas 1903
              Gas 1904
              Gas 1905
              Gas 1906
              Gas 1907
              Gas 1908
              Gas 1909
              Gas 1910
              Gas 1911
              Gas 1912
              Gas 1913
              Gas 1914
              Gas 1915
              Gas 1916
              Gas 1917
              Gas 1918
              Gas 1919
              Gas 1920
              Gas 1921
              Gas 1922
              Gas 1923
              Gas 1924
              Gas 1925
              Gas 1926
              Gas 1927
              Gas 1928
              Gas 1929
              Gas 1930
              Gas 1931
              Gas 1932
              Gas 1933
              Gas 1934
              Gas 1935
              Gas 1936
              Gas 1937
              Gas 1938
              Gas 1939
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            Hydro 1976
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            Hydro 1978
            Hydro 1979
            Hydro 1980
            Hydro 1981
            Hydro 1982
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            Hydro 1975
            Hydro 1976
            Hydro 1977
            Hydro 1978
            Hydro 1979
            Hydro 1980
            Hydro 1981
            Hydro 1982
            Hydro 1983
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            Hydro 1913
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            Hydro 1926
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            Hydro 1937
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              Oil 1900
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              Oil 1991
              Oil 1992
              Oil 1993
              Oil 1994
              Oil 1995
              Oil 1996
              Oil 1997
              Oil 1998
              Oil 1999
              Oil 2000
              Oil 2001
              Oil 2002
              Oil 2003
              Oil 2004
              Oil 2005
              Oil 2006
              Oil 2007
              Oil 2008
              Oil 2009
              Oil 2010
              Oil 2011
              Oil 2012
              Oil 2013
              Oil 2014
              Oil 1900
              Oil 1901
              Oil 1902
              Oil 1903
              Oil 1904
              Oil 1905
              Oil 1906
              Oil 1907
              Oil 1908
              Oil 1909
              Oil 1910
              Oil 1911
              Oil 1912
              Oil 1913
              Oil 1914
              Oil 1915
              Oil 1916
              Oil 1917
              Oil 1918
              Oil 1919
              Oil 1920
              Oil 1921
              Oil 1922
              Oil 1923
              Oil 1924
              Oil 1925
              Oil 1926
              Oil 1927
              Oil 1928
              Oil 1929
              Oil 1930
              Oil 1931
              Oil 1932
              Oil 1933
              Oil 1934
              Oil 1935
              Oil 1936
              Oil 1937
              Oil 1938
              Oil 1939
              Oil 1940
              Oil 1941
              Oil 1942
              Oil 1943
              Oil 1944
              Oil 1945
              Oil 1946
              Oil 1947
              Oil 1948
              Oil 1949
              Oil 1950
              Oil 1951
              Oil 1952
              Oil 1953
              Oil 1954
              Oil 1955
              Oil 1956
              Oil 1957
              Oil 1958
              Oil 1959
              Oil 1960
              Oil 1961
              Oil 1962
              Oil 1963
              Oil 1964
              Oil 1965
              Oil 1966
              Oil 1967
              Oil 1968
              Oil 1969
              Oil 1970
              Oil 1971
              Oil 1972
              Oil 1973
              Oil 1974
              Oil 1975
              Oil 1976
              Oil 1977
              Oil 1978
              Oil 1979
              Oil 1980
              Oil 1981
              Oil 1982
              Oil 1983
              Oil 1984
              Oil 1985
              Oil 1986
              Oil 1987
              Oil 1988
              Oil 1989
              Oil 1990
              Oil 1991
              Oil 1992
              Oil 1993
              Oil 1994
              Oil 1995
              Oil 1996
              Oil 1997
              Oil 1998
              Oil 1999
              Oil 2000
              Oil 2001
              Oil 2002
              Oil 2003
              Oil 2004
              Oil 2005
              Oil 2006
              Oil 2007
              Oil 2008
              Oil 2009
              Oil 2010
              Oil 2011
              Oil 2012
              Oil 2013
              Oil 2014
              Oil 1906
              Oil 1911
              Oil 1912
              Oil 1913
              Oil 1914
              Oil 1915
              Oil 1916
              Oil 1917
              Oil 1918
              Oil 1919
              Oil 1920
              Oil 1921
              Oil 1922
              Oil 1923
              Oil 1924
              Oil 1925
              Oil 1926
              Oil 1927
              Oil 1928
              Oil 1929
              Oil 1930
              Oil 1931
              Oil 1932
              Oil 1933
              Oil 1934
              Oil 1935
              Oil 1936
              Oil 1937
              Oil 1938
              Oil 1939
              Oil 1940
              Oil 1941
              Oil 1942
              Oil 1943
              Oil 1944
              Oil 1945
              Oil 1946
              Oil 1947
              Oil 1948
              Oil 1949
              Oil 1950
              Oil 1951
              Oil 1952
              Oil 1953
              Oil 1954
              Oil 1955
              Oil 1956
              Oil 1957
              Oil 1958
              Oil 1959
              Oil 1960
              Oil 1961
              Oil 1962
              Oil 1963
              Oil 1964
              Oil 1965
              Oil 1966
              Oil 1967
              Oil 1968
              Oil 1969
              Oil 1970
              Oil 1971
              Oil 1972
              Oil 1973
              Oil 1974
              Oil 1975
              Oil 1976
              Oil 1977
              Oil 1978
              Oil 1979
              Oil 1980
              Oil 1981
              Oil 1982
              Oil 1983
              Oil 1984
              Oil 1985
              Oil 1986
              Oil 1987
              Oil 1988
              Oil 1989
              Oil 1990
              Oil 1991
              Oil 1992
              Oil 1993
              Oil 1994
              Oil 1995
              Oil 1996
              Oil 1997
              Oil 1998
              Oil 1999
              Oil 2000
              Oil 2001
              Oil 2002
              Oil 2003
              Oil 2004
              Oil 2005
              Oil 2006
              Oil 2007
              Oil 2008
              Oil 2009
              Oil 2010
              Oil 2011
              Oil 2012
              Oil 2013
              Oil 2014
              Oil 1900
              Oil 1901
              Oil 1902
              Oil 1903
              Oil 1904
              Oil 1905
              Oil 1906
              Oil 1907
              Oil 1908
              Oil 1909
              Oil 1910
              Oil 1911
              Oil 1912
              Oil 1913
              Oil 1914
              Oil 1915
              Oil 1916
              Oil 1917
              Oil 1918
              Oil 1919
              Oil 1920
              Oil 1921
              Oil 1922
              Oil 1923
              Oil 1924
              Oil 1925
              Oil 1926
              Oil 1927
              Oil 1928
              Oil 1929
              Oil 1930
              Oil 1931
              Oil 1932
              Oil 1933
              Oil 1934
              Oil 1935
              Oil 1936
              Oil 1937
              Oil 1938
              Oil 1939
              Oil 1940
              Oil 1941
              Oil 1942
              Oil 1943
              Oil 1944
              Oil 1945
              Oil 1946
              Oil 1947
              Oil 1948
              Oil 1949
              Oil 1950
              Oil 1951
              Oil 1952
              Oil 1953
              Oil 1954
              Oil 1955
              Oil 1956
              Oil 1957
              Oil 1958
              Oil 1959
              Oil 1960
              Oil 1961
              Oil 1962
              Oil 1963
              Oil 1964
              Oil 1965
              Oil 1966
              Oil 1967
              Oil 1968
              Oil 1969
              Oil 1970
              Oil 1971
              Oil 1972
              Oil 1973
              Oil 1974
              Oil 1975
              Oil 1976
              Oil 1977
              Oil 1978
              Oil 1979
              Oil 1980
              Oil 1981
              Oil 1982
              Oil 1983
              Oil 1984
              Oil 1985
              Oil 1986
              Oil 1987
              Oil 1988
              Oil 1989
              Oil 1990
              Oil 1991
              Oil 1992
              Oil 1993
              Oil 1994
              Oil 1995
              Oil 1996
              Oil 1997
              Oil 1998
              Oil 1999
              Oil 2000
              Oil 2001
              Oil 2002
              Oil 2003
              Oil 2004
              Oil 2005
              Oil 2006
              Oil 2007
              Oil 2008
              Oil 2009
              Oil 2010
              Oil 2011
              Oil 2012
              Oil 2013
              Oil 2014
 Other Renewables 1959
 Other Renewables 1960
 Other Renewables 1961
 Other Renewables 1962
 Other Renewables 1963
 Other Renewables 1964
 Other Renewables 1965
 Other Renewables 1966
 Other Renewables 1967
 Other Renewables 1968
 Other Renewables 1969
 Other Renewables 1970
 Other Renewables 1971
 Other Renewables 1972
 Other Renewables 1973
 Other Renewables 1974
 Other Renewables 1975
 Other Renewables 1976
 Other Renewables 1977
 Other Renewables 1978
 Other Renewables 1979
 Other Renewables 1980
 Other Renewables 1981
 Other Renewables 1982
 Other Renewables 1983
 Other Renewables 1984
 Other Renewables 1985
 Other Renewables 1986
 Other Renewables 1987
 Other Renewables 1988
 Other Renewables 1989
 Other Renewables 1990
 Other Renewables 1991
 Other Renewables 1992
 Other Renewables 1993
 Other Renewables 1994
 Other Renewables 1995
 Other Renewables 1996
 Other Renewables 1997
 Other Renewables 1998
 Other Renewables 1999
 Other Renewables 2000
 Other Renewables 2001
 Other Renewables 2002
 Other Renewables 2003
 Other Renewables 2004
 Other Renewables 2005
 Other Renewables 2006
 Other Renewables 2007
 Other Renewables 2008
 Other Renewables 2009
 Other Renewables 2010
 Other Renewables 2011
 Other Renewables 2012
 Other Renewables 2013
 Other Renewables 2014
 Other Renewables 1916
 Other Renewables 1917
 Other Renewables 1918
 Other Renewables 1919
 Other Renewables 1920
 Other Renewables 1921
 Other Renewables 1922
 Other Renewables 1923
 Other Renewables 1924
 Other Renewables 1925
 Other Renewables 1926
 Other Renewables 1927
 Other Renewables 1928
 Other Renewables 1929
 Other Renewables 1930
 Other Renewables 1931
 Other Renewables 1932
 Other Renewables 1933
 Other Renewables 1934
 Other Renewables 1935
 Other Renewables 1936
 Other Renewables 1937
 Other Renewables 1938
 Other Renewables 1939
 Other Renewables 1940
 Other Renewables 1941
 Other Renewables 1942
 Other Renewables 1943
 Other Renewables 1944
 Other Renewables 1945
 Other Renewables 1946
 Other Renewables 1947
 Other Renewables 1948
 Other Renewables 1949
 Other Renewables 1950
 Other Renewables 1951
 Other Renewables 1952
 Other Renewables 1953
 Other Renewables 1954
 Other Renewables 1955
 Other Renewables 1956
 Other Renewables 1957
 Other Renewables 1958
 Other Renewables 1959
 Other Renewables 1960
 Other Renewables 1961
 Other Renewables 1962
 Other Renewables 1963
 Other Renewables 1964
 Other Renewables 1965
 Other Renewables 1966
 Other Renewables 1967
 Other Renewables 1968
 Other Renewables 1969
 Other Renewables 1970
 Other Renewables 1971
 Other Renewables 1972
 Other Renewables 1973
 Other Renewables 1974
 Other Renewables 1975
 Other Renewables 1976
 Other Renewables 1977
 Other Renewables 1978
 Other Renewables 1979
 Other Renewables 1980
 Other Renewables 1981
 Other Renewables 1982
 Other Renewables 1983
 Other Renewables 1984
 Other Renewables 1985
 Other Renewables 1986
 Other Renewables 1987
 Other Renewables 1988
 Other Renewables 1989
 Other Renewables 1990
 Other Renewables 1991
 Other Renewables 1992
 Other Renewables 1993
 Other Renewables 1994
 Other Renewables 1995
 Other Renewables 1996
 Other Renewables 1997
 Other Renewables 1998
 Other Renewables 1999
 Other Renewables 2000
 Other Renewables 2001
 Other Renewables 2002
 Other Renewables 2003
 Other Renewables 2004
 Other Renewables 2005
 Other Renewables 2006
 Other Renewables 2007
 Other Renewables 2008
 Other Renewables 2009
 Other Renewables 2010
 Other Renewables 2011
 Other Renewables 2012
 Other Renewables 2013
 Other Renewables 2014
 Other Renewables 1980
 Other Renewables 1981
 Other Renewables 1982
 Other Renewables 1983
 Other Renewables 1984
 Other Renewables 1985
 Other Renewables 1986
 Other Renewables 1987
 Other Renewables 1988
 Other Renewables 1989
 Other Renewables 1990
 Other Renewables 1991
 Other Renewables 1992
 Other Renewables 1993
 Other Renewables 1994
 Other Renewables 1995
 Other Renewables 1996
 Other Renewables 1997
 Other Renewables 1998
 Other Renewables 1999
 Other Renewables 2000
 Other Renewables 2001
 Other Renewables 2002
 Other Renewables 2003
 Other Renewables 2004
 Other Renewables 2005
 Other Renewables 2006
 Other Renewables 2007
 Other Renewables 2008
 Other Renewables 2009
 Other Renewables 2010
 Other Renewables 2011
 Other Renewables 2012
 Other Renewables 2013
 Other Renewables 2014
 Other Renewables 1975
 Other Renewables 1976
 Other Renewables 1977
 Other Renewables 1978
 Other Renewables 1979
 Other Renewables 1980
 Other Renewables 1981
 Other Renewables 1982
 Other Renewables 1983
 Other Renewables 1984
 Other Renewables 1985
 Other Renewables 1986
 Other Renewables 1987
 Other Renewables 1988
 Other Renewables 1989
 Other Renewables 1990
 Other Renewables 1991
 Other Renewables 1992
 Other Renewables 1993
 Other Renewables 1994
 Other Renewables 1995
 Other Renewables 1996
 Other Renewables 1997
 Other Renewables 1998
 Other Renewables 1999
 Other Renewables 2000
 Other Renewables 2001
 Other Renewables 2002
 Other Renewables 2003
 Other Renewables 2004
 Other Renewables 2005
 Other Renewables 2006
 Other Renewables 2007
 Other Renewables 2008
 Other Renewables 2009
 Other Renewables 2010
 Other Renewables 2011
 Other Renewables 2012
 Other Renewables 2013
 Other Renewables 2014
 Other Renewables 1989
 Other Renewables 1990
 Other Renewables 1991
 Other Renewables 1992
 Other Renewables 1993
 Other Renewables 1994
 Other Renewables 1995
 Other Renewables 1996
 Other Renewables 1997
 Other Renewables 1998
 Other Renewables 1999
 Other Renewables 2000
 Other Renewables 2001
 Other Renewables 2002
 Other Renewables 2003
 Other Renewables 2004
 Other Renewables 2005
 Other Renewables 2006
 Other Renewables 2007
 Other Renewables 2008
 Other Renewables 2009
 Other Renewables 2010
 Other Renewables 2011
 Other Renewables 2012
 Other Renewables 2013
 Other Renewables 2014
 Other Renewables 1990
 Other Renewables 1991
 Other Renewables 1992
 Other Renewables 1993
 Other Renewables 1994
 Other Renewables 1995
 Other Renewables 1996
 Other Renewables 1997
 Other Renewables 1998
 Other Renewables 1999
 Other Renewables 2000
 Other Renewables 2001
 Other Renewables 2002
 Other Renewables 2003
 Other Renewables 2004
 Other Renewables 2005
 Other Renewables 2006
 Other Renewables 2007
 Other Renewables 2008
 Other Renewables 2009
 Other Renewables 2010
 Other Renewables 2011
 Other Renewables 2012
 Other Renewables 2013
 Other Renewables 2014
 Other Renewables 1960
 Other Renewables 1961
 Other Renewables 1962
 Other Renewables 1963
 Other Renewables 1964
 Other Renewables 1965
 Other Renewables 1966
 Other Renewables 1967
 Other Renewables 1968
 Other Renewables 1969
 Other Renewables 1970
 Other Renewables 1971
 Other Renewables 1972
 Other Renewables 1973
 Other Renewables 1974
 Other Renewables 1975
 Other Renewables 1976
 Other Renewables 1977
 Other Renewables 1978
 Other Renewables 1979
 Other Renewables 1980
 Other Renewables 1981
 Other Renewables 1982
 Other Renewables 1983
 Other Renewables 1984
 Other Renewables 1985
 Other Renewables 1986
 Other Renewables 1987
 Other Renewables 1988
 Other Renewables 1989
 Other Renewables 1990
 Other Renewables 1991
 Other Renewables 1992
 Other Renewables 1993
 Other Renewables 1994
 Other Renewables 1995
 Other Renewables 1996
 Other Renewables 1997
 Other Renewables 1998
 Other Renewables 1999
 Other Renewables 2000
 Other Renewables 2001
 Other Renewables 2002
 Other Renewables 2003
 Other Renewables 2004
 Other Renewables 2005
 Other Renewables 2006
 Other Renewables 2007
 Other Renewables 2008
 Other Renewables 2009
 Other Renewables 2010
 Other Renewables 2011
 Other Renewables 2012
 Other Renewables 2013
 Other Renewables 2014

summarize and reframe

Given a data frame, summarize() (synonym summarise()), produces a new data frame. Usually, this new data frame summarizes aspects of the original one, in some way.

summarize(x,mean=mean(b),sd=sd(b),top=c[1])

output

 mean      sd top
  5.5 3.02765   B
summarize(energy,tot=sum(TJ),n=length(TJ))

output

         tot    n
 20055245724 3483
summarize(energy,min(year),max(year))

output

 min(year) max(year)
      1900      2014
summarize(energy,min(year),max(year),interval=diff(range(year)))

output

 min(year) max(year) interval
      1900      2014      114

reframe() is like summarize(), but it can return a data frame with more than one row.

reframe(x,b=fivenum(b),d=fivenum(d))

output

    b    d
  1.0  1.0
  3.0  4.0
  5.5  7.5
  8.0  8.0
 10.0 10.0
reframe(energy,p=c(0.1,0.5,0.9),q=quantile(TJ,probs=p))

output

   p           q
 0.1     7583.52
 0.5   929177.80
 0.9 17920072.98

mutate and transmute

Given a data frame, mutate modifies, adds, or removes variables. Variables not changed remain as they were. transmute is similar, but drops existing variables.

mutate(x,d=2*b,c=tolower(c),e=b+d) -> z; z

output

 a  b c  d  e
 a  1 b  2  3
 b  2 b  4  6
 c  3 b  6  9
 d  4 a  8 12
 e  5 b 10 15
 f  6 a 12 18
 g  7 b 14 21
 h  8 b 16 24
 i  9 b 18 27
 j 10 c 20 30
transmute(x,d=2*b,c=tolower(c),e=b+d)

output

  d c  e
  2 b  3
  4 b  6
  6 b  9
  8 a 12
 10 b 15
 12 a 18
 14 b 21
 16 b 24
 18 b 27
 20 c 30
mutate(energy,hydrocarbon=(source%in%c("Coal","Gas","Oil"))) -> nrg
nrg

output

 year           source                    region
 1900             Coal          Asia and Oceania
 1901             Coal          Asia and Oceania
 1902             Coal          Asia and Oceania
 1903             Coal          Asia and Oceania
 1904             Coal          Asia and Oceania
 1905             Coal          Asia and Oceania
 1906             Coal          Asia and Oceania
 1907             Coal          Asia and Oceania
 1908             Coal          Asia and Oceania
 1909             Coal          Asia and Oceania
 1910             Coal          Asia and Oceania
 1911             Coal          Asia and Oceania
 1912             Coal          Asia and Oceania
 1913             Coal          Asia and Oceania
 1914             Coal          Asia and Oceania
 1915             Coal          Asia and Oceania
 1916             Coal          Asia and Oceania
 1917             Coal          Asia and Oceania
 1918             Coal          Asia and Oceania
 1919             Coal          Asia and Oceania
 1920             Coal          Asia and Oceania
 1921             Coal          Asia and Oceania
 1922             Coal          Asia and Oceania
 1923             Coal          Asia and Oceania
 1924             Coal          Asia and Oceania
 1925             Coal          Asia and Oceania
 1926             Coal          Asia and Oceania
 1927             Coal          Asia and Oceania
 1928             Coal          Asia and Oceania
 1929             Coal          Asia and Oceania
 1930             Coal          Asia and Oceania
 1931             Coal          Asia and Oceania
 1932             Coal          Asia and Oceania
 1933             Coal          Asia and Oceania
 1934             Coal          Asia and Oceania
 1935             Coal          Asia and Oceania
 1936             Coal          Asia and Oceania
 1937             Coal          Asia and Oceania
 1938             Coal          Asia and Oceania
 1939             Coal          Asia and Oceania
 1940             Coal          Asia and Oceania
 1941             Coal          Asia and Oceania
 1942             Coal          Asia and Oceania
 1943             Coal          Asia and Oceania
 1944             Coal          Asia and Oceania
 1945             Coal          Asia and Oceania
 1946             Coal          Asia and Oceania
 1947             Coal          Asia and Oceania
 1948             Coal          Asia and Oceania
 1949             Coal          Asia and Oceania
 1950             Coal          Asia and Oceania
 1951             Coal          Asia and Oceania
 1952             Coal          Asia and Oceania
 1953             Coal          Asia and Oceania
 1954             Coal          Asia and Oceania
 1955             Coal          Asia and Oceania
 1956             Coal          Asia and Oceania
 1957             Coal          Asia and Oceania
 1958             Coal          Asia and Oceania
 1959             Coal          Asia and Oceania
 1960             Coal          Asia and Oceania
 1961             Coal          Asia and Oceania
 1962             Coal          Asia and Oceania
 1963             Coal          Asia and Oceania
 1964             Coal          Asia and Oceania
 1965             Coal          Asia and Oceania
 1966             Coal          Asia and Oceania
 1967             Coal          Asia and Oceania
 1968             Coal          Asia and Oceania
 1969             Coal          Asia and Oceania
 1970             Coal          Asia and Oceania
 1971             Coal          Asia and Oceania
 1972             Coal          Asia and Oceania
 1973             Coal          Asia and Oceania
 1974             Coal          Asia and Oceania
 1975             Coal          Asia and Oceania
 1976             Coal          Asia and Oceania
 1977             Coal          Asia and Oceania
 1978             Coal          Asia and Oceania
 1979             Coal          Asia and Oceania
 1980             Coal          Asia and Oceania
 1981             Coal          Asia and Oceania
 1982             Coal          Asia and Oceania
 1983             Coal          Asia and Oceania
 1984             Coal          Asia and Oceania
 1985             Coal          Asia and Oceania
 1986             Coal          Asia and Oceania
 1987             Coal          Asia and Oceania
 1988             Coal          Asia and Oceania
 1989             Coal          Asia and Oceania
 1990             Coal          Asia and Oceania
 1991             Coal          Asia and Oceania
 1992             Coal          Asia and Oceania
 1993             Coal          Asia and Oceania
 1994             Coal          Asia and Oceania
 1995             Coal          Asia and Oceania
 1996             Coal          Asia and Oceania
 1997             Coal          Asia and Oceania
 1998             Coal          Asia and Oceania
 1999             Coal          Asia and Oceania
 2000             Coal          Asia and Oceania
 2001             Coal          Asia and Oceania
 2002             Coal          Asia and Oceania
 2003             Coal          Asia and Oceania
 2004             Coal          Asia and Oceania
 2005             Coal          Asia and Oceania
 2006             Coal          Asia and Oceania
 2007             Coal          Asia and Oceania
 2008             Coal          Asia and Oceania
 2009             Coal          Asia and Oceania
 2010             Coal          Asia and Oceania
 2011             Coal          Asia and Oceania
 2012             Coal          Asia and Oceania
 2013             Coal          Asia and Oceania
 2014             Coal          Asia and Oceania
 1900             Coal                    Europe
 1901             Coal                    Europe
 1902             Coal                    Europe
 1903             Coal                    Europe
 1904             Coal                    Europe
 1905             Coal                    Europe
 1906             Coal                    Europe
 1907             Coal                    Europe
 1908             Coal                    Europe
 1909             Coal                    Europe
 1910             Coal                    Europe
 1911             Coal                    Europe
 1912             Coal                    Europe
 1913             Coal                    Europe
 1914             Coal                    Europe
 1915             Coal                    Europe
 1916             Coal                    Europe
 1917             Coal                    Europe
 1918             Coal                    Europe
 1919             Coal                    Europe
 1920             Coal                    Europe
 1921             Coal                    Europe
 1922             Coal                    Europe
 1923             Coal                    Europe
 1924             Coal                    Europe
 1925             Coal                    Europe
 1926             Coal                    Europe
 1927             Coal                    Europe
 1928             Coal                    Europe
 1929             Coal                    Europe
 1930             Coal                    Europe
 1931             Coal                    Europe
 1932             Coal                    Europe
 1933             Coal                    Europe
 1934             Coal                    Europe
 1935             Coal                    Europe
 1936             Coal                    Europe
 1937             Coal                    Europe
 1938             Coal                    Europe
 1939             Coal                    Europe
 1940             Coal                    Europe
 1941             Coal                    Europe
 1942             Coal                    Europe
 1943             Coal                    Europe
 1944             Coal                    Europe
 1945             Coal                    Europe
 1946             Coal                    Europe
 1947             Coal                    Europe
 1948             Coal                    Europe
 1949             Coal                    Europe
 1950             Coal                    Europe
 1951             Coal                    Europe
 1952             Coal                    Europe
 1953             Coal                    Europe
 1954             Coal                    Europe
 1955             Coal                    Europe
 1956             Coal                    Europe
 1957             Coal                    Europe
 1958             Coal                    Europe
 1959             Coal                    Europe
 1960             Coal                    Europe
 1961             Coal                    Europe
 1962             Coal                    Europe
 1963             Coal                    Europe
 1964             Coal                    Europe
 1965             Coal                    Europe
 1966             Coal                    Europe
 1967             Coal                    Europe
 1968             Coal                    Europe
 1969             Coal                    Europe
 1970             Coal                    Europe
 1971             Coal                    Europe
 1972             Coal                    Europe
 1973             Coal                    Europe
 1974             Coal                    Europe
 1975             Coal                    Europe
 1976             Coal                    Europe
 1977             Coal                    Europe
 1978             Coal                    Europe
 1979             Coal                    Europe
 1980             Coal                    Europe
 1981             Coal                    Europe
 1982             Coal                    Europe
 1983             Coal                    Europe
 1984             Coal                    Europe
 1985             Coal                    Europe
 1986             Coal                    Europe
 1987             Coal                    Europe
 1988             Coal                    Europe
 1989             Coal                    Europe
 1990             Coal                    Europe
 1991             Coal                    Europe
 1992             Coal                    Europe
 1993             Coal                    Europe
 1994             Coal                    Europe
 1995             Coal                    Europe
 1996             Coal                    Europe
 1997             Coal                    Europe
 1998             Coal                    Europe
 1999             Coal                    Europe
 2000             Coal                    Europe
 2001             Coal                    Europe
 2002             Coal                    Europe
 2003             Coal                    Europe
 2004             Coal                    Europe
 2005             Coal                    Europe
 2006             Coal                    Europe
 2007             Coal                    Europe
 2008             Coal                    Europe
 2009             Coal                    Europe
 2010             Coal                    Europe
 2011             Coal                    Europe
 2012             Coal                    Europe
 2013             Coal                    Europe
 2014             Coal                    Europe
 1900             Coal                    Africa
 1901             Coal                    Africa
 1902             Coal                    Africa
 1903             Coal                    Africa
 1904             Coal                    Africa
 1905             Coal                    Africa
 1906             Coal                    Africa
 1907             Coal                    Africa
 1908             Coal                    Africa
 1909             Coal                    Africa
 1910             Coal                    Africa
 1911             Coal                    Africa
 1912             Coal                    Africa
 1913             Coal                    Africa
 1914             Coal                    Africa
 1915             Coal                    Africa
 1916             Coal                    Africa
 1917             Coal                    Africa
 1918             Coal                    Africa
 1919             Coal                    Africa
 1920             Coal                    Africa
 1921             Coal                    Africa
 1922             Coal                    Africa
 1923             Coal                    Africa
 1924             Coal                    Africa
 1925             Coal                    Africa
 1926             Coal                    Africa
 1927             Coal                    Africa
 1928             Coal                    Africa
 1929             Coal                    Africa
 1930             Coal                    Africa
 1931             Coal                    Africa
 1932             Coal                    Africa
 1933             Coal                    Africa
 1934             Coal                    Africa
 1935             Coal                    Africa
 1936             Coal                    Africa
 1937             Coal                    Africa
 1938             Coal                    Africa
 1939             Coal                    Africa
 1940             Coal                    Africa
 1941             Coal                    Africa
 1942             Coal                    Africa
 1943             Coal                    Africa
 1944             Coal                    Africa
 1945             Coal                    Africa
 1946             Coal                    Africa
 1947             Coal                    Africa
 1948             Coal                    Africa
 1949             Coal                    Africa
 1950             Coal                    Africa
 1951             Coal                    Africa
 1952             Coal                    Africa
 1953             Coal                    Africa
 1954             Coal                    Africa
 1955             Coal                    Africa
 1956             Coal                    Africa
 1957             Coal                    Africa
 1958             Coal                    Africa
 1959             Coal                    Africa
 1960             Coal                    Africa
 1961             Coal                    Africa
 1962             Coal                    Africa
 1963             Coal                    Africa
 1964             Coal                    Africa
 1965             Coal                    Africa
 1966             Coal                    Africa
 1967             Coal                    Africa
 1968             Coal                    Africa
 1969             Coal                    Africa
 1970             Coal                    Africa
 1971             Coal                    Africa
 1972             Coal                    Africa
 1973             Coal                    Africa
 1974             Coal                    Africa
 1975             Coal                    Africa
 1976             Coal                    Africa
 1977             Coal                    Africa
 1978             Coal                    Africa
 1979             Coal                    Africa
 1980             Coal                    Africa
 1981             Coal                    Africa
 1982             Coal                    Africa
 1983             Coal                    Africa
 1984             Coal                    Africa
 1985             Coal                    Africa
 1986             Coal                    Africa
 1987             Coal                    Africa
 1988             Coal                    Africa
 1989             Coal                    Africa
 1990             Coal                    Africa
 1991             Coal                    Africa
 1992             Coal                    Africa
 1993             Coal                    Africa
 1994             Coal                    Africa
 1995             Coal                    Africa
 1996             Coal                    Africa
 1997             Coal                    Africa
 1998             Coal                    Africa
 1999             Coal                    Africa
 2000             Coal                    Africa
 2001             Coal                    Africa
 2002             Coal                    Africa
 2003             Coal                    Africa
 2004             Coal                    Africa
 2005             Coal                    Africa
 2006             Coal                    Africa
 2007             Coal                    Africa
 2008             Coal                    Africa
 2009             Coal                    Africa
 2010             Coal                    Africa
 2011             Coal                    Africa
 2012             Coal                    Africa
 2013             Coal                    Africa
 2014             Coal                    Africa
 1900             Coal Central and South America
 1901             Coal Central and South America
 1902             Coal Central and South America
 1903             Coal Central and South America
 1904             Coal Central and South America
 1905             Coal Central and South America
 1906             Coal Central and South America
 1907             Coal Central and South America
 1908             Coal Central and South America
 1909             Coal Central and South America
 1910             Coal Central and South America
 1911             Coal Central and South America
 1912             Coal Central and South America
 1913             Coal Central and South America
 1914             Coal Central and South America
 1915             Coal Central and South America
 1916             Coal Central and South America
 1917             Coal Central and South America
 1918             Coal Central and South America
 1919             Coal Central and South America
 1920             Coal Central and South America
 1921             Coal Central and South America
 1922             Coal Central and South America
 1923             Coal Central and South America
 1924             Coal Central and South America
 1925             Coal Central and South America
 1926             Coal Central and South America
 1927             Coal Central and South America
 1928             Coal Central and South America
 1929             Coal Central and South America
 1930             Coal Central and South America
 1931             Coal Central and South America
 1932             Coal Central and South America
 1933             Coal Central and South America
 1934             Coal Central and South America
 1935             Coal Central and South America
 1936             Coal Central and South America
 1937             Coal Central and South America
 1938             Coal Central and South America
 1939             Coal Central and South America
 1940             Coal Central and South America
 1941             Coal Central and South America
 1942             Coal Central and South America
 1943             Coal Central and South America
 1944             Coal Central and South America
 1945             Coal Central and South America
 1946             Coal Central and South America
 1947             Coal Central and South America
 1948             Coal Central and South America
 1949             Coal Central and South America
 1950             Coal Central and South America
 1951             Coal Central and South America
 1952             Coal Central and South America
 1953             Coal Central and South America
 1954             Coal Central and South America
 1955             Coal Central and South America
 1956             Coal Central and South America
 1957             Coal Central and South America
 1958             Coal Central and South America
 1959             Coal Central and South America
 1960             Coal Central and South America
 1961             Coal Central and South America
 1962             Coal Central and South America
 1963             Coal Central and South America
 1964             Coal Central and South America
 1965             Coal Central and South America
 1966             Coal Central and South America
 1967             Coal Central and South America
 1968             Coal Central and South America
 1969             Coal Central and South America
 1970             Coal Central and South America
 1971             Coal Central and South America
 1972             Coal Central and South America
 1973             Coal Central and South America
 1974             Coal Central and South America
 1975             Coal Central and South America
 1976             Coal Central and South America
 1977             Coal Central and South America
 1978             Coal Central and South America
 1979             Coal Central and South America
 1980             Coal Central and South America
 1981             Coal Central and South America
 1982             Coal Central and South America
 1983             Coal Central and South America
 1984             Coal Central and South America
 1985             Coal Central and South America
 1986             Coal Central and South America
 1987             Coal Central and South America
 1988             Coal Central and South America
 1989             Coal Central and South America
 1990             Coal Central and South America
 1991             Coal Central and South America
 1992             Coal Central and South America
 1993             Coal Central and South America
 1994             Coal Central and South America
 1995             Coal Central and South America
 1996             Coal Central and South America
 1997             Coal Central and South America
 1998             Coal Central and South America
 1999             Coal Central and South America
 2000             Coal Central and South America
 2001             Coal Central and South America
 2002             Coal Central and South America
 2003             Coal Central and South America
 2004             Coal Central and South America
 2005             Coal Central and South America
 2006             Coal Central and South America
 2007             Coal Central and South America
 2008             Coal Central and South America
 2009             Coal Central and South America
 2010             Coal Central and South America
 2011             Coal Central and South America
 2012             Coal Central and South America
 2013             Coal Central and South America
 2014             Coal Central and South America
 1900             Coal                   Eurasia
 1901             Coal                   Eurasia
 1902             Coal                   Eurasia
 1903             Coal                   Eurasia
 1904             Coal                   Eurasia
 1905             Coal                   Eurasia
 1906             Coal                   Eurasia
 1907             Coal                   Eurasia
 1908             Coal                   Eurasia
 1909             Coal                   Eurasia
 1910             Coal                   Eurasia
 1911             Coal                   Eurasia
 1912             Coal                   Eurasia
 1913             Coal                   Eurasia
 1914             Coal                   Eurasia
 1915             Coal                   Eurasia
 1916             Coal                   Eurasia
 1917             Coal                   Eurasia
 1918             Coal                   Eurasia
 1919             Coal                   Eurasia
 1920             Coal                   Eurasia
 1921             Coal                   Eurasia
 1922             Coal                   Eurasia
 1923             Coal                   Eurasia
 1924             Coal                   Eurasia
 1925             Coal                   Eurasia
 1926             Coal                   Eurasia
 1927             Coal                   Eurasia
 1928             Coal                   Eurasia
 1929             Coal                   Eurasia
 1930             Coal                   Eurasia
 1931             Coal                   Eurasia
 1932             Coal                   Eurasia
 1933             Coal                   Eurasia
 1934             Coal                   Eurasia
 1935             Coal                   Eurasia
 1936             Coal                   Eurasia
 1937             Coal                   Eurasia
 1938             Coal                   Eurasia
 1939             Coal                   Eurasia
 1940             Coal                   Eurasia
 1941             Coal                   Eurasia
 1942             Coal                   Eurasia
 1943             Coal                   Eurasia
 1944             Coal                   Eurasia
 1945             Coal                   Eurasia
 1946             Coal                   Eurasia
 1947             Coal                   Eurasia
 1948             Coal                   Eurasia
 1949             Coal                   Eurasia
 1950             Coal                   Eurasia
 1951             Coal                   Eurasia
 1952             Coal                   Eurasia
 1953             Coal                   Eurasia
 1954             Coal                   Eurasia
 1955             Coal                   Eurasia
 1956             Coal                   Eurasia
 1957             Coal                   Eurasia
 1958             Coal                   Eurasia
 1959             Coal                   Eurasia
 1960             Coal                   Eurasia
 1961             Coal                   Eurasia
 1962             Coal                   Eurasia
 1963             Coal                   Eurasia
 1964             Coal                   Eurasia
 1965             Coal                   Eurasia
 1966             Coal                   Eurasia
 1967             Coal                   Eurasia
 1968             Coal                   Eurasia
 1969             Coal                   Eurasia
 1970             Coal                   Eurasia
 1971             Coal                   Eurasia
 1972             Coal                   Eurasia
 1973             Coal                   Eurasia
 1974             Coal                   Eurasia
 1975             Coal                   Eurasia
 1976             Coal                   Eurasia
 1977             Coal                   Eurasia
 1978             Coal                   Eurasia
 1979             Coal                   Eurasia
 1980             Coal                   Eurasia
 1981             Coal                   Eurasia
 1982             Coal                   Eurasia
 1983             Coal                   Eurasia
 1984             Coal                   Eurasia
 1985             Coal                   Eurasia
 1986             Coal                   Eurasia
 1987             Coal                   Eurasia
 1988             Coal                   Eurasia
 1989             Coal                   Eurasia
 1990             Coal                   Eurasia
 1991             Coal                   Eurasia
 1992             Coal                   Eurasia
 1993             Coal                   Eurasia
 1994             Coal                   Eurasia
 1995             Coal                   Eurasia
 1996             Coal                   Eurasia
 1997             Coal                   Eurasia
 1998             Coal                   Eurasia
 1999             Coal                   Eurasia
 2000             Coal                   Eurasia
 2001             Coal                   Eurasia
 2002             Coal                   Eurasia
 2003             Coal                   Eurasia
 2004             Coal                   Eurasia
 2005             Coal                   Eurasia
 2006             Coal                   Eurasia
 2007             Coal                   Eurasia
 2008             Coal                   Eurasia
 2009             Coal                   Eurasia
 2010             Coal                   Eurasia
 2011             Coal                   Eurasia
 2012             Coal                   Eurasia
 2013             Coal                   Eurasia
 2014             Coal                   Eurasia
 1939             Coal               Middle East
 1940             Coal               Middle East
 1941             Coal               Middle East
 1942             Coal               Middle East
 1943             Coal               Middle East
 1944             Coal               Middle East
 1945             Coal               Middle East
 1946             Coal               Middle East
 1947             Coal               Middle East
 1948             Coal               Middle East
 1949             Coal               Middle East
 1950             Coal               Middle East
 1951             Coal               Middle East
 1952             Coal               Middle East
 1953             Coal               Middle East
 1954             Coal               Middle East
 1955             Coal               Middle East
 1956             Coal               Middle East
 1957             Coal               Middle East
 1958             Coal               Middle East
 1959             Coal               Middle East
 1960             Coal               Middle East
 1961             Coal               Middle East
 1962             Coal               Middle East
 1963             Coal               Middle East
 1964             Coal               Middle East
 1965             Coal               Middle East
 1966             Coal               Middle East
 1967             Coal               Middle East
 1968             Coal               Middle East
 1969             Coal               Middle East
 1970             Coal               Middle East
 1971             Coal               Middle East
 1972             Coal               Middle East
 1973             Coal               Middle East
 1974             Coal               Middle East
 1975             Coal               Middle East
 1976             Coal               Middle East
 1977             Coal               Middle East
 1978             Coal               Middle East
 1979             Coal               Middle East
 1980             Coal               Middle East
 1981             Coal               Middle East
 1982             Coal               Middle East
 1983             Coal               Middle East
 1984             Coal               Middle East
 1985             Coal               Middle East
 1986             Coal               Middle East
 1987             Coal               Middle East
 1988             Coal               Middle East
 1989             Coal               Middle East
 1990             Coal               Middle East
 1991             Coal               Middle East
 1992             Coal               Middle East
 1993             Coal               Middle East
 1994             Coal               Middle East
 1995             Coal               Middle East
 1996             Coal               Middle East
 1997             Coal               Middle East
 1998             Coal               Middle East
 1999             Coal               Middle East
 2000             Coal               Middle East
 2001             Coal               Middle East
 2002             Coal               Middle East
 2003             Coal               Middle East
 2004             Coal               Middle East
 2005             Coal               Middle East
 2006             Coal               Middle East
 2007             Coal               Middle East
 2008             Coal               Middle East
 2009             Coal               Middle East
 2010             Coal               Middle East
 2011             Coal               Middle East
 2012             Coal               Middle East
 2013             Coal               Middle East
 2014             Coal               Middle East
 1900             Coal             North America
 1901             Coal             North America
 1902             Coal             North America
 1903             Coal             North America
 1904             Coal             North America
 1905             Coal             North America
 1906             Coal             North America
 1907             Coal             North America
 1908             Coal             North America
 1909             Coal             North America
 1910             Coal             North America
 1911             Coal             North America
 1912             Coal             North America
 1913             Coal             North America
 1914             Coal             North America
 1915             Coal             North America
 1916             Coal             North America
 1917             Coal             North America
 1918             Coal             North America
 1919             Coal             North America
 1920             Coal             North America
 1921             Coal             North America
 1922             Coal             North America
 1923             Coal             North America
 1924             Coal             North America
 1925             Coal             North America
 1926             Coal             North America
 1927             Coal             North America
 1928             Coal             North America
 1929             Coal             North America
 1930             Coal             North America
 1931             Coal             North America
 1932             Coal             North America
 1933             Coal             North America
 1934             Coal             North America
 1935             Coal             North America
 1936             Coal             North America
 1937             Coal             North America
 1938             Coal             North America
 1939             Coal             North America
 1940             Coal             North America
 1941             Coal             North America
 1942             Coal             North America
 1943             Coal             North America
 1944             Coal             North America
 1945             Coal             North America
 1946             Coal             North America
 1947             Coal             North America
 1948             Coal             North America
 1949             Coal             North America
 1950             Coal             North America
 1951             Coal             North America
 1952             Coal             North America
 1953             Coal             North America
 1954             Coal             North America
 1955             Coal             North America
 1956             Coal             North America
 1957             Coal             North America
 1958             Coal             North America
 1959             Coal             North America
 1960             Coal             North America
 1961             Coal             North America
 1962             Coal             North America
 1963             Coal             North America
 1964             Coal             North America
 1965             Coal             North America
 1966             Coal             North America
 1967             Coal             North America
 1968             Coal             North America
 1969             Coal             North America
 1970             Coal             North America
 1971             Coal             North America
 1972             Coal             North America
 1973             Coal             North America
 1974             Coal             North America
 1975             Coal             North America
 1976             Coal             North America
 1977             Coal             North America
 1978             Coal             North America
 1979             Coal             North America
 1980             Coal             North America
 1981             Coal             North America
 1982             Coal             North America
 1983             Coal             North America
 1984             Coal             North America
 1985             Coal             North America
 1986             Coal             North America
 1987             Coal             North America
 1988             Coal             North America
 1989             Coal             North America
 1990             Coal             North America
 1991             Coal             North America
 1992             Coal             North America
 1993             Coal             North America
 1994             Coal             North America
 1995             Coal             North America
 1996             Coal             North America
 1997             Coal             North America
 1998             Coal             North America
 1999             Coal             North America
 2000             Coal             North America
 2001             Coal             North America
 2002             Coal             North America
 2003             Coal             North America
 2004             Coal             North America
 2005             Coal             North America
 2006             Coal             North America
 2007             Coal             North America
 2008             Coal             North America
 2009             Coal             North America
 2010             Coal             North America
 2011             Coal             North America
 2012             Coal             North America
 2013             Coal             North America
 2014             Coal             North America
 1922              Gas          Asia and Oceania
 1923              Gas          Asia and Oceania
 1924              Gas          Asia and Oceania
 1925              Gas          Asia and Oceania
 1926              Gas          Asia and Oceania
 1927              Gas          Asia and Oceania
 1928              Gas          Asia and Oceania
 1929              Gas          Asia and Oceania
 1930              Gas          Asia and Oceania
 1931              Gas          Asia and Oceania
 1932              Gas          Asia and Oceania
 1933              Gas          Asia and Oceania
 1934              Gas          Asia and Oceania
 1935              Gas          Asia and Oceania
 1936              Gas          Asia and Oceania
 1937              Gas          Asia and Oceania
 1938              Gas          Asia and Oceania
 1939              Gas          Asia and Oceania
 1940              Gas          Asia and Oceania
 1941              Gas          Asia and Oceania
 1942              Gas          Asia and Oceania
 1943              Gas          Asia and Oceania
 1944              Gas          Asia and Oceania
 1945              Gas          Asia and Oceania
 1946              Gas          Asia and Oceania
 1947              Gas          Asia and Oceania
 1948              Gas          Asia and Oceania
 1949              Gas          Asia and Oceania
 1950              Gas          Asia and Oceania
 1951              Gas          Asia and Oceania
 1952              Gas          Asia and Oceania
 1953              Gas          Asia and Oceania
 1954              Gas          Asia and Oceania
 1955              Gas          Asia and Oceania
 1956              Gas          Asia and Oceania
 1957              Gas          Asia and Oceania
 1958              Gas          Asia and Oceania
 1959              Gas          Asia and Oceania
 1960              Gas          Asia and Oceania
 1961              Gas          Asia and Oceania
 1962              Gas          Asia and Oceania
 1963              Gas          Asia and Oceania
 1964              Gas          Asia and Oceania
 1965              Gas          Asia and Oceania
 1966              Gas          Asia and Oceania
 1967              Gas          Asia and Oceania
 1968              Gas          Asia and Oceania
 1969              Gas          Asia and Oceania
 1970              Gas          Asia and Oceania
 1971              Gas          Asia and Oceania
 1972              Gas          Asia and Oceania
 1973              Gas          Asia and Oceania
 1974              Gas          Asia and Oceania
 1975              Gas          Asia and Oceania
 1976              Gas          Asia and Oceania
 1977              Gas          Asia and Oceania
 1978              Gas          Asia and Oceania
 1979              Gas          Asia and Oceania
 1980              Gas          Asia and Oceania
 1981              Gas          Asia and Oceania
 1982              Gas          Asia and Oceania
 1983              Gas          Asia and Oceania
 1984              Gas          Asia and Oceania
 1985              Gas          Asia and Oceania
 1986              Gas          Asia and Oceania
 1987              Gas          Asia and Oceania
 1988              Gas          Asia and Oceania
 1989              Gas          Asia and Oceania
 1990              Gas          Asia and Oceania
 1991              Gas          Asia and Oceania
 1992              Gas          Asia and Oceania
 1993              Gas          Asia and Oceania
 1994              Gas          Asia and Oceania
 1995              Gas          Asia and Oceania
 1996              Gas          Asia and Oceania
 1997              Gas          Asia and Oceania
 1998              Gas          Asia and Oceania
 1999              Gas          Asia and Oceania
 2000              Gas          Asia and Oceania
 2001              Gas          Asia and Oceania
 2002              Gas          Asia and Oceania
 2003              Gas          Asia and Oceania
 2004              Gas          Asia and Oceania
 2005              Gas          Asia and Oceania
 2006              Gas          Asia and Oceania
 2007              Gas          Asia and Oceania
 2008              Gas          Asia and Oceania
 2009              Gas          Asia and Oceania
 2010              Gas          Asia and Oceania
 2011              Gas          Asia and Oceania
 2012              Gas          Asia and Oceania
 2013              Gas          Asia and Oceania
 2014              Gas          Asia and Oceania
 1922              Gas                    Europe
 1923              Gas                    Europe
 1924              Gas                    Europe
 1925              Gas                    Europe
 1926              Gas                    Europe
 1927              Gas                    Europe
 1928              Gas                    Europe
 1929              Gas                    Europe
 1930              Gas                    Europe
 1931              Gas                    Europe
 1932              Gas                    Europe
 1933              Gas                    Europe
 1934              Gas                    Europe
 1935              Gas                    Europe
 1936              Gas                    Europe
 1937              Gas                    Europe
 1938              Gas                    Europe
 1939              Gas                    Europe
 1940              Gas                    Europe
 1941              Gas                    Europe
 1942              Gas                    Europe
 1943              Gas                    Europe
 1944              Gas                    Europe
 1945              Gas                    Europe
 1946              Gas                    Europe
 1947              Gas                    Europe
 1948              Gas                    Europe
 1949              Gas                    Europe
 1950              Gas                    Europe
 1951              Gas                    Europe
 1952              Gas                    Europe
 1953              Gas                    Europe
 1954              Gas                    Europe
 1955              Gas                    Europe
 1956              Gas                    Europe
 1957              Gas                    Europe
 1958              Gas                    Europe
 1959              Gas                    Europe
 1960              Gas                    Europe
 1961              Gas                    Europe
 1962              Gas                    Europe
 1963              Gas                    Europe
 1964              Gas                    Europe
 1965              Gas                    Europe
 1966              Gas                    Europe
 1967              Gas                    Europe
 1968              Gas                    Europe
 1969              Gas                    Europe
 1970              Gas                    Europe
 1971              Gas                    Europe
 1972              Gas                    Europe
 1973              Gas                    Europe
 1974              Gas                    Europe
 1975              Gas                    Europe
 1976              Gas                    Europe
 1977              Gas                    Europe
 1978              Gas                    Europe
 1979              Gas                    Europe
 1980              Gas                    Europe
 1981              Gas                    Europe
 1982              Gas                    Europe
 1983              Gas                    Europe
 1984              Gas                    Europe
 1985              Gas                    Europe
 1986              Gas                    Europe
 1987              Gas                    Europe
 1988              Gas                    Europe
 1989              Gas                    Europe
 1990              Gas                    Europe
 1991              Gas                    Europe
 1992              Gas                    Europe
 1993              Gas                    Europe
 1994              Gas                    Europe
 1995              Gas                    Europe
 1996              Gas                    Europe
 1997              Gas                    Europe
 1998              Gas                    Europe
 1999              Gas                    Europe
 2000              Gas                    Europe
 2001              Gas                    Europe
 2002              Gas                    Europe
 2003              Gas                    Europe
 2004              Gas                    Europe
 2005              Gas                    Europe
 2006              Gas                    Europe
 2007              Gas                    Europe
 2008              Gas                    Europe
 2009              Gas                    Europe
 2010              Gas                    Europe
 2011              Gas                    Europe
 2012              Gas                    Europe
 2013              Gas                    Europe
 2014              Gas                    Europe
 1946              Gas                    Africa
 1947              Gas                    Africa
 1948              Gas                    Africa
 1949              Gas                    Africa
 1950              Gas                    Africa
 1951              Gas                    Africa
 1952              Gas                    Africa
 1953              Gas                    Africa
 1954              Gas                    Africa
 1955              Gas                    Africa
 1956              Gas                    Africa
 1957              Gas                    Africa
 1958              Gas                    Africa
 1959              Gas                    Africa
 1960              Gas                    Africa
 1961              Gas                    Africa
 1962              Gas                    Africa
 1963              Gas                    Africa
 1964              Gas                    Africa
 1965              Gas                    Africa
 1966              Gas                    Africa
 1967              Gas                    Africa
 1968              Gas                    Africa
 1969              Gas                    Africa
 1970              Gas                    Africa
 1971              Gas                    Africa
 1972              Gas                    Africa
 1973              Gas                    Africa
 1974              Gas                    Africa
 1975              Gas                    Africa
 1976              Gas                    Africa
 1977              Gas                    Africa
 1978              Gas                    Africa
 1979              Gas                    Africa
 1980              Gas                    Africa
 1981              Gas                    Africa
 1982              Gas                    Africa
 1983              Gas                    Africa
 1984              Gas                    Africa
 1985              Gas                    Africa
 1986              Gas                    Africa
 1987              Gas                    Africa
 1988              Gas                    Africa
 1989              Gas                    Africa
 1990              Gas                    Africa
 1991              Gas                    Africa
 1992              Gas                    Africa
 1993              Gas                    Africa
 1994              Gas                    Africa
 1995              Gas                    Africa
 1996              Gas                    Africa
 1997              Gas                    Africa
 1998              Gas                    Africa
 1999              Gas                    Africa
 2000              Gas                    Africa
 2001              Gas                    Africa
 2002              Gas                    Africa
 2003              Gas                    Africa
 2004              Gas                    Africa
 2005              Gas                    Africa
 2006              Gas                    Africa
 2007              Gas                    Africa
 2008              Gas                    Africa
 2009              Gas                    Africa
 2010              Gas                    Africa
 2011              Gas                    Africa
 2012              Gas                    Africa
 2013              Gas                    Africa
 2014              Gas                    Africa
 1929              Gas Central and South America
 1930              Gas Central and South America
 1931              Gas Central and South America
 1932              Gas Central and South America
 1933              Gas Central and South America
 1934              Gas Central and South America
 1935              Gas Central and South America
 1936              Gas Central and South America
 1937              Gas Central and South America
 1938              Gas Central and South America
 1939              Gas Central and South America
 1940              Gas Central and South America
 1941              Gas Central and South America
 1942              Gas Central and South America
 1943              Gas Central and South America
 1944              Gas Central and South America
 1945              Gas Central and South America
 1946              Gas Central and South America
 1947              Gas Central and South America
 1948              Gas Central and South America
 1949              Gas Central and South America
 1950              Gas Central and South America
 1951              Gas Central and South America
 1952              Gas Central and South America
 1953              Gas Central and South America
 1954              Gas Central and South America
 1955              Gas Central and South America
 1956              Gas Central and South America
 1957              Gas Central and South America
 1958              Gas Central and South America
 1959              Gas Central and South America
 1960              Gas Central and South America
 1961              Gas Central and South America
 1962              Gas Central and South America
 1963              Gas Central and South America
 1964              Gas Central and South America
 1965              Gas Central and South America
 1966              Gas Central and South America
 1967              Gas Central and South America
 1968              Gas Central and South America
 1969              Gas Central and South America
 1970              Gas Central and South America
 1971              Gas Central and South America
 1972              Gas Central and South America
 1973              Gas Central and South America
 1974              Gas Central and South America
 1975              Gas Central and South America
 1976              Gas Central and South America
 1977              Gas Central and South America
 1978              Gas Central and South America
 1979              Gas Central and South America
 1980              Gas Central and South America
 1981              Gas Central and South America
 1982              Gas Central and South America
 1983              Gas Central and South America
 1984              Gas Central and South America
 1985              Gas Central and South America
 1986              Gas Central and South America
 1987              Gas Central and South America
 1988              Gas Central and South America
 1989              Gas Central and South America
 1990              Gas Central and South America
 1991              Gas Central and South America
 1992              Gas Central and South America
 1993              Gas Central and South America
 1994              Gas Central and South America
 1995              Gas Central and South America
 1996              Gas Central and South America
 1997              Gas Central and South America
 1998              Gas Central and South America
 1999              Gas Central and South America
 2000              Gas Central and South America
 2001              Gas Central and South America
 2002              Gas Central and South America
 2003              Gas Central and South America
 2004              Gas Central and South America
 2005              Gas Central and South America
 2006              Gas Central and South America
 2007              Gas Central and South America
 2008              Gas Central and South America
 2009              Gas Central and South America
 2010              Gas Central and South America
 2011              Gas Central and South America
 2012              Gas Central and South America
 2013              Gas Central and South America
 2014              Gas Central and South America
 1922              Gas                   Eurasia
 1923              Gas                   Eurasia
 1924              Gas                   Eurasia
 1925              Gas                   Eurasia
 1926              Gas                   Eurasia
 1927              Gas                   Eurasia
 1928              Gas                   Eurasia
 1929              Gas                   Eurasia
 1930              Gas                   Eurasia
 1931              Gas                   Eurasia
 1932              Gas                   Eurasia
 1933              Gas                   Eurasia
 1934              Gas                   Eurasia
 1935              Gas                   Eurasia
 1936              Gas                   Eurasia
 1937              Gas                   Eurasia
 1938              Gas                   Eurasia
 1939              Gas                   Eurasia
 1940              Gas                   Eurasia
 1941              Gas                   Eurasia
 1942              Gas                   Eurasia
 1943              Gas                   Eurasia
 1944              Gas                   Eurasia
 1945              Gas                   Eurasia
 1946              Gas                   Eurasia
 1947              Gas                   Eurasia
 1948              Gas                   Eurasia
 1949              Gas                   Eurasia
 1950              Gas                   Eurasia
 1951              Gas                   Eurasia
 1952              Gas                   Eurasia
 1953              Gas                   Eurasia
 1954              Gas                   Eurasia
 1955              Gas                   Eurasia
 1956              Gas                   Eurasia
 1957              Gas                   Eurasia
 1958              Gas                   Eurasia
 1959              Gas                   Eurasia
 1960              Gas                   Eurasia
 1961              Gas                   Eurasia
 1962              Gas                   Eurasia
 1963              Gas                   Eurasia
 1964              Gas                   Eurasia
 1965              Gas                   Eurasia
 1966              Gas                   Eurasia
 1967              Gas                   Eurasia
 1968              Gas                   Eurasia
 1969              Gas                   Eurasia
 1970              Gas                   Eurasia
 1971              Gas                   Eurasia
 1972              Gas                   Eurasia
 1973              Gas                   Eurasia
 1974              Gas                   Eurasia
 1975              Gas                   Eurasia
 1976              Gas                   Eurasia
 1977              Gas                   Eurasia
 1978              Gas                   Eurasia
 1979              Gas                   Eurasia
 1980              Gas                   Eurasia
 1981              Gas                   Eurasia
 1982              Gas                   Eurasia
 1983              Gas                   Eurasia
 1984              Gas                   Eurasia
 1985              Gas                   Eurasia
 1986              Gas                   Eurasia
 1987              Gas                   Eurasia
 1988              Gas                   Eurasia
 1989              Gas                   Eurasia
 1990              Gas                   Eurasia
 1991              Gas                   Eurasia
 1992              Gas                   Eurasia
 1993              Gas                   Eurasia
 1994              Gas                   Eurasia
 1995              Gas                   Eurasia
 1996              Gas                   Eurasia
 1997              Gas                   Eurasia
 1998              Gas                   Eurasia
 1999              Gas                   Eurasia
 2000              Gas                   Eurasia
 2001              Gas                   Eurasia
 2002              Gas                   Eurasia
 2003              Gas                   Eurasia
 2004              Gas                   Eurasia
 2005              Gas                   Eurasia
 2006              Gas                   Eurasia
 2007              Gas                   Eurasia
 2008              Gas                   Eurasia
 2009              Gas                   Eurasia
 2010              Gas                   Eurasia
 2011              Gas                   Eurasia
 2012              Gas                   Eurasia
 2013              Gas                   Eurasia
 2014              Gas                   Eurasia
 1955              Gas               Middle East
 1956              Gas               Middle East
 1957              Gas               Middle East
 1958              Gas               Middle East
 1959              Gas               Middle East
 1960              Gas               Middle East
 1961              Gas               Middle East
 1962              Gas               Middle East
 1963              Gas               Middle East
 1964              Gas               Middle East
 1965              Gas               Middle East
 1966              Gas               Middle East
 1967              Gas               Middle East
 1968              Gas               Middle East
 1969              Gas               Middle East
 1970              Gas               Middle East
 1971              Gas               Middle East
 1972              Gas               Middle East
 1973              Gas               Middle East
 1974              Gas               Middle East
 1975              Gas               Middle East
 1976              Gas               Middle East
 1977              Gas               Middle East
 1978              Gas               Middle East
 1979              Gas               Middle East
 1980              Gas               Middle East
 1981              Gas               Middle East
 1982              Gas               Middle East
 1983              Gas               Middle East
 1984              Gas               Middle East
 1985              Gas               Middle East
 1986              Gas               Middle East
 1987              Gas               Middle East
 1988              Gas               Middle East
 1989              Gas               Middle East
 1990              Gas               Middle East
 1991              Gas               Middle East
 1992              Gas               Middle East
 1993              Gas               Middle East
 1994              Gas               Middle East
 1995              Gas               Middle East
 1996              Gas               Middle East
 1997              Gas               Middle East
 1998              Gas               Middle East
 1999              Gas               Middle East
 2000              Gas               Middle East
 2001              Gas               Middle East
 2002              Gas               Middle East
 2003              Gas               Middle East
 2004              Gas               Middle East
 2005              Gas               Middle East
 2006              Gas               Middle East
 2007              Gas               Middle East
 2008              Gas               Middle East
 2009              Gas               Middle East
 2010              Gas               Middle East
 2011              Gas               Middle East
 2012              Gas               Middle East
 2013              Gas               Middle East
 2014              Gas               Middle East
 1900              Gas             North America
 1901              Gas             North America
 1902              Gas             North America
 1903              Gas             North America
 1904              Gas             North America
 1905              Gas             North America
 1906              Gas             North America
 1907              Gas             North America
 1908              Gas             North America
 1909              Gas             North America
 1910              Gas             North America
 1911              Gas             North America
 1912              Gas             North America
 1913              Gas             North America
 1914              Gas             North America
 1915              Gas             North America
 1916              Gas             North America
 1917              Gas             North America
 1918              Gas             North America
 1919              Gas             North America
 1920              Gas             North America
 1921              Gas             North America
 1922              Gas             North America
 1923              Gas             North America
 1924              Gas             North America
 1925              Gas             North America
 1926              Gas             North America
 1927              Gas             North America
 1928              Gas             North America
 1929              Gas             North America
 1930              Gas             North America
 1931              Gas             North America
 1932              Gas             North America
 1933              Gas             North America
 1934              Gas             North America
 1935              Gas             North America
 1936              Gas             North America
 1937              Gas             North America
 1938              Gas             North America
 1939              Gas             North America
 1940              Gas             North America
 1941              Gas             North America
 1942              Gas             North America
 1943              Gas             North America
 1944              Gas             North America
 1945              Gas             North America
 1946              Gas             North America
 1947              Gas             North America
 1948              Gas             North America
 1949              Gas             North America
 1950              Gas             North America
 1951              Gas             North America
 1952              Gas             North America
 1953              Gas             North America
 1954              Gas             North America
 1955              Gas             North America
 1956              Gas             North America
 1957              Gas             North America
 1958              Gas             North America
 1959              Gas             North America
 1960              Gas             North America
 1961              Gas             North America
 1962              Gas             North America
 1963              Gas             North America
 1964              Gas             North America
 1965              Gas             North America
 1966              Gas             North America
 1967              Gas             North America
 1968              Gas             North America
 1969              Gas             North America
 1970              Gas             North America
 1971              Gas             North America
 1972              Gas             North America
 1973              Gas             North America
 1974              Gas             North America
 1975              Gas             North America
 1976              Gas             North America
 1977              Gas             North America
 1978              Gas             North America
 1979              Gas             North America
 1980              Gas             North America
 1981              Gas             North America
 1982              Gas             North America
 1983              Gas             North America
 1984              Gas             North America
 1985              Gas             North America
 1986              Gas             North America
 1987              Gas             North America
 1988              Gas             North America
 1989              Gas             North America
 1990              Gas             North America
 1991              Gas             North America
 1992              Gas             North America
 1993              Gas             North America
 1994              Gas             North America
 1995              Gas             North America
 1996              Gas             North America
 1997              Gas             North America
 1998              Gas             North America
 1999              Gas             North America
 2000              Gas             North America
 2001              Gas             North America
 2002              Gas             North America
 2003              Gas             North America
 2004              Gas             North America
 2005              Gas             North America
 2006              Gas             North America
 2007              Gas             North America
 2008              Gas             North America
 2009              Gas             North America
 2010              Gas             North America
 2011              Gas             North America
 2012              Gas             North America
 2013              Gas             North America
 2014              Gas             North America
 1914            Hydro          Asia and Oceania
 1915            Hydro          Asia and Oceania
 1916            Hydro          Asia and Oceania
 1917            Hydro          Asia and Oceania
 1918            Hydro          Asia and Oceania
 1919            Hydro          Asia and Oceania
 1920            Hydro          Asia and Oceania
 1921            Hydro          Asia and Oceania
 1922            Hydro          Asia and Oceania
 1923            Hydro          Asia and Oceania
 1924            Hydro          Asia and Oceania
 1925            Hydro          Asia and Oceania
 1926            Hydro          Asia and Oceania
 1927            Hydro          Asia and Oceania
 1928            Hydro          Asia and Oceania
 1929            Hydro          Asia and Oceania
 1930            Hydro          Asia and Oceania
 1931            Hydro          Asia and Oceania
 1932            Hydro          Asia and Oceania
 1933            Hydro          Asia and Oceania
 1934            Hydro          Asia and Oceania
 1935            Hydro          Asia and Oceania
 1936            Hydro          Asia and Oceania
 1937            Hydro          Asia and Oceania
 1938            Hydro          Asia and Oceania
 1939            Hydro          Asia and Oceania
 1940            Hydro          Asia and Oceania
 1941            Hydro          Asia and Oceania
 1942            Hydro          Asia and Oceania
 1943            Hydro          Asia and Oceania
 1944            Hydro          Asia and Oceania
 1945            Hydro          Asia and Oceania
 1946            Hydro          Asia and Oceania
 1947            Hydro          Asia and Oceania
 1948            Hydro          Asia and Oceania
 1949            Hydro          Asia and Oceania
 1950            Hydro          Asia and Oceania
 1951            Hydro          Asia and Oceania
 1952            Hydro          Asia and Oceania
 1953            Hydro          Asia and Oceania
 1954            Hydro          Asia and Oceania
 1955            Hydro          Asia and Oceania
 1956            Hydro          Asia and Oceania
 1957            Hydro          Asia and Oceania
 1958            Hydro          Asia and Oceania
 1959            Hydro          Asia and Oceania
 1960            Hydro          Asia and Oceania
 1961            Hydro          Asia and Oceania
 1962            Hydro          Asia and Oceania
 1963            Hydro          Asia and Oceania
 1964            Hydro          Asia and Oceania
 1965            Hydro          Asia and Oceania
 1966            Hydro          Asia and Oceania
 1967            Hydro          Asia and Oceania
 1968            Hydro          Asia and Oceania
 1969            Hydro          Asia and Oceania
 1970            Hydro          Asia and Oceania
 1971            Hydro          Asia and Oceania
 1972            Hydro          Asia and Oceania
 1973            Hydro          Asia and Oceania
 1974            Hydro          Asia and Oceania
 1975            Hydro          Asia and Oceania
 1976            Hydro          Asia and Oceania
 1977            Hydro          Asia and Oceania
 1978            Hydro          Asia and Oceania
 1979            Hydro          Asia and Oceania
 1980            Hydro          Asia and Oceania
 1981            Hydro          Asia and Oceania
 1982            Hydro          Asia and Oceania
 1983            Hydro          Asia and Oceania
 1984            Hydro          Asia and Oceania
 1985            Hydro          Asia and Oceania
 1986            Hydro          Asia and Oceania
 1987            Hydro          Asia and Oceania
 1988            Hydro          Asia and Oceania
 1989            Hydro          Asia and Oceania
 1990            Hydro          Asia and Oceania
 1991            Hydro          Asia and Oceania
 1992            Hydro          Asia and Oceania
 1993            Hydro          Asia and Oceania
 1994            Hydro          Asia and Oceania
 1995            Hydro          Asia and Oceania
 1996            Hydro          Asia and Oceania
 1997            Hydro          Asia and Oceania
 1998            Hydro          Asia and Oceania
 1999            Hydro          Asia and Oceania
 2000            Hydro          Asia and Oceania
 2001            Hydro          Asia and Oceania
 2002            Hydro          Asia and Oceania
 2003            Hydro          Asia and Oceania
 2004            Hydro          Asia and Oceania
 2005            Hydro          Asia and Oceania
 2006            Hydro          Asia and Oceania
 2007            Hydro          Asia and Oceania
 2008            Hydro          Asia and Oceania
 2009            Hydro          Asia and Oceania
 2010            Hydro          Asia and Oceania
 2011            Hydro          Asia and Oceania
 2012            Hydro          Asia and Oceania
 2013            Hydro          Asia and Oceania
 2014            Hydro          Asia and Oceania
 1900            Hydro                    Europe
 1901            Hydro                    Europe
 1902            Hydro                    Europe
 1903            Hydro                    Europe
 1904            Hydro                    Europe
 1905            Hydro                    Europe
 1906            Hydro                    Europe
 1907            Hydro                    Europe
 1908            Hydro                    Europe
 1909            Hydro                    Europe
 1910            Hydro                    Europe
 1911            Hydro                    Europe
 1912            Hydro                    Europe
 1913            Hydro                    Europe
 1914            Hydro                    Europe
 1915            Hydro                    Europe
 1916            Hydro                    Europe
 1917            Hydro                    Europe
 1918            Hydro                    Europe
 1919            Hydro                    Europe
 1920            Hydro                    Europe
 1921            Hydro                    Europe
 1922            Hydro                    Europe
 1923            Hydro                    Europe
 1924            Hydro                    Europe
 1925            Hydro                    Europe
 1926            Hydro                    Europe
 1927            Hydro                    Europe
 1928            Hydro                    Europe
 1929            Hydro                    Europe
 1930            Hydro                    Europe
 1931            Hydro                    Europe
 1932            Hydro                    Europe
 1933            Hydro                    Europe
 1934            Hydro                    Europe
 1935            Hydro                    Europe
 1936            Hydro                    Europe
 1937            Hydro                    Europe
 1938            Hydro                    Europe
 1939            Hydro                    Europe
 1940            Hydro                    Europe
 1941            Hydro                    Europe
 1942            Hydro                    Europe
 1943            Hydro                    Europe
 1944            Hydro                    Europe
 1945            Hydro                    Europe
 1946            Hydro                    Europe
 1947            Hydro                    Europe
 1948            Hydro                    Europe
 1949            Hydro                    Europe
 1950            Hydro                    Europe
 1951            Hydro                    Europe
 1952            Hydro                    Europe
 1953            Hydro                    Europe
 1954            Hydro                    Europe
 1955            Hydro                    Europe
 1956            Hydro                    Europe
 1957            Hydro                    Europe
 1958            Hydro                    Europe
 1959            Hydro                    Europe
 1960            Hydro                    Europe
 1961            Hydro                    Europe
 1962            Hydro                    Europe
 1963            Hydro                    Europe
 1964            Hydro                    Europe
 1965            Hydro                    Europe
 1966            Hydro                    Europe
 1967            Hydro                    Europe
 1968            Hydro                    Europe
 1969            Hydro                    Europe
 1970            Hydro                    Europe
 1971            Hydro                    Europe
 1972            Hydro                    Europe
 1973            Hydro                    Europe
 1974            Hydro                    Europe
 1975            Hydro                    Europe
 1976            Hydro                    Europe
 1977            Hydro                    Europe
 1978            Hydro                    Europe
 1979            Hydro                    Europe
 1980            Hydro                    Europe
 1981            Hydro                    Europe
 1982            Hydro                    Europe
 1983            Hydro                    Europe
 1984            Hydro                    Europe
 1985            Hydro                    Europe
 1986            Hydro                    Europe
 1987            Hydro                    Europe
 1988            Hydro                    Europe
 1989            Hydro                    Europe
 1990            Hydro                    Europe
 1991            Hydro                    Europe
 1992            Hydro                    Europe
 1993            Hydro                    Europe
 1994            Hydro                    Europe
 1995            Hydro                    Europe
 1996            Hydro                    Europe
 1997            Hydro                    Europe
 1998            Hydro                    Europe
 1999            Hydro                    Europe
 2000            Hydro                    Europe
 2001            Hydro                    Europe
 2002            Hydro                    Europe
 2003            Hydro                    Europe
 2004            Hydro                    Europe
 2005            Hydro                    Europe
 2006            Hydro                    Europe
 2007            Hydro                    Europe
 2008            Hydro                    Europe
 2009            Hydro                    Europe
 2010            Hydro                    Europe
 2011            Hydro                    Europe
 2012            Hydro                    Europe
 2013            Hydro                    Europe
 2014            Hydro                    Europe
 1929            Hydro                    Africa
 1930            Hydro                    Africa
 1931            Hydro                    Africa
 1932            Hydro                    Africa
 1933            Hydro                    Africa
 1934            Hydro                    Africa
 1935            Hydro                    Africa
 1936            Hydro                    Africa
 1937            Hydro                    Africa
 1938            Hydro                    Africa
 1939            Hydro                    Africa
 1940            Hydro                    Africa
 1941            Hydro                    Africa
 1942            Hydro                    Africa
 1943            Hydro                    Africa
 1944            Hydro                    Africa
 1945            Hydro                    Africa
 1946            Hydro                    Africa
 1947            Hydro                    Africa
 1949            Hydro                    Africa
 1950            Hydro                    Africa
 1951            Hydro                    Africa
 1952            Hydro                    Africa
 1953            Hydro                    Africa
 1954            Hydro                    Africa
 1955            Hydro                    Africa
 1956            Hydro                    Africa
 1957            Hydro                    Africa
 1958            Hydro                    Africa
 1959            Hydro                    Africa
 1960            Hydro                    Africa
 1961            Hydro                    Africa
 1962            Hydro                    Africa
 1963            Hydro                    Africa
 1964            Hydro                    Africa
 1965            Hydro                    Africa
 1966            Hydro                    Africa
 1967            Hydro                    Africa
 1968            Hydro                    Africa
 1969            Hydro                    Africa
 1970            Hydro                    Africa
 1971            Hydro                    Africa
 1972            Hydro                    Africa
 1973            Hydro                    Africa
 1974            Hydro                    Africa
 1975            Hydro                    Africa
 1976            Hydro                    Africa
 1977            Hydro                    Africa
 1978            Hydro                    Africa
 1979            Hydro                    Africa
 1980            Hydro                    Africa
 1981            Hydro                    Africa
 1982            Hydro                    Africa
 1983            Hydro                    Africa
 1984            Hydro                    Africa
 1985            Hydro                    Africa
 1986            Hydro                    Africa
 1987            Hydro                    Africa
 1988            Hydro                    Africa
 1989            Hydro                    Africa
 1990            Hydro                    Africa
 1991            Hydro                    Africa
 1992            Hydro                    Africa
 1993            Hydro                    Africa
 1994            Hydro                    Africa
 1995            Hydro                    Africa
 1996            Hydro                    Africa
 1997            Hydro                    Africa
 1998            Hydro                    Africa
 1999            Hydro                    Africa
 2000            Hydro                    Africa
 2001            Hydro                    Africa
 2002            Hydro                    Africa
 2003            Hydro                    Africa
 2004            Hydro                    Africa
 2005            Hydro                    Africa
 2006            Hydro                    Africa
 2007            Hydro                    Africa
 2008            Hydro                    Africa
 2009            Hydro                    Africa
 2010            Hydro                    Africa
 2011            Hydro                    Africa
 2012            Hydro                    Africa
 2013            Hydro                    Africa
 2014            Hydro                    Africa
 1900            Hydro Central and South America
 1901            Hydro Central and South America
 1905            Hydro Central and South America
 1906            Hydro Central and South America
 1907            Hydro Central and South America
 1908            Hydro Central and South America
 1909            Hydro Central and South America
 1910            Hydro Central and South America
 1911            Hydro Central and South America
 1913            Hydro Central and South America
 1914            Hydro Central and South America
 1915            Hydro Central and South America
 1916            Hydro Central and South America
 1917            Hydro Central and South America
 1918            Hydro Central and South America
 1919            Hydro Central and South America
 1920            Hydro Central and South America
 1921            Hydro Central and South America
 1922            Hydro Central and South America
 1923            Hydro Central and South America
 1924            Hydro Central and South America
 1925            Hydro Central and South America
 1926            Hydro Central and South America
 1927            Hydro Central and South America
 1928            Hydro Central and South America
 1929            Hydro Central and South America
 1930            Hydro Central and South America
 1931            Hydro Central and South America
 1932            Hydro Central and South America
 1933            Hydro Central and South America
 1934            Hydro Central and South America
 1935            Hydro Central and South America
 1936            Hydro Central and South America
 1937            Hydro Central and South America
 1938            Hydro Central and South America
 1939            Hydro Central and South America
 1940            Hydro Central and South America
 1941            Hydro Central and South America
 1942            Hydro Central and South America
 1943            Hydro Central and South America
 1944            Hydro Central and South America
 1945            Hydro Central and South America
 1946            Hydro Central and South America
 1947            Hydro Central and South America
 1948            Hydro Central and South America
 1949            Hydro Central and South America
 1950            Hydro Central and South America
 1951            Hydro Central and South America
 1952            Hydro Central and South America
 1953            Hydro Central and South America
 1954            Hydro Central and South America
 1955            Hydro Central and South America
 1956            Hydro Central and South America
 1957            Hydro Central and South America
 1958            Hydro Central and South America
 1959            Hydro Central and South America
 1960            Hydro Central and South America
 1961            Hydro Central and South America
 1962            Hydro Central and South America
 1963            Hydro Central and South America
 1964            Hydro Central and South America
 1965            Hydro Central and South America
 1966            Hydro Central and South America
 1967            Hydro Central and South America
 1968            Hydro Central and South America
 1969            Hydro Central and South America
 1970            Hydro Central and South America
 1971            Hydro Central and South America
 1972            Hydro Central and South America
 1973            Hydro Central and South America
 1974            Hydro Central and South America
 1975            Hydro Central and South America
 1976            Hydro Central and South America
 1977            Hydro Central and South America
 1978            Hydro Central and South America
 1979            Hydro Central and South America
 1980            Hydro Central and South America
 1981            Hydro Central and South America
 1982            Hydro Central and South America
 1983            Hydro Central and South America
 1984            Hydro Central and South America
 1985            Hydro Central and South America
 1986            Hydro Central and South America
 1987            Hydro Central and South America
 1988            Hydro Central and South America
 1989            Hydro Central and South America
 1990            Hydro Central and South America
 1991            Hydro Central and South America
 1992            Hydro Central and South America
 1993            Hydro Central and South America
 1994            Hydro Central and South America
 1995            Hydro Central and South America
 1996            Hydro Central and South America
 1997            Hydro Central and South America
 1998            Hydro Central and South America
 1999            Hydro Central and South America
 2000            Hydro Central and South America
 2001            Hydro Central and South America
 2002            Hydro Central and South America
 2003            Hydro Central and South America
 2004            Hydro Central and South America
 2005            Hydro Central and South America
 2006            Hydro Central and South America
 2007            Hydro Central and South America
 2008            Hydro Central and South America
 2009            Hydro Central and South America
 2010            Hydro Central and South America
 2011            Hydro Central and South America
 2012            Hydro Central and South America
 2013            Hydro Central and South America
 2014            Hydro Central and South America
 1913            Hydro                   Eurasia
 1921            Hydro                   Eurasia
 1922            Hydro                   Eurasia
 1923            Hydro                   Eurasia
 1924            Hydro                   Eurasia
 1925            Hydro                   Eurasia
 1926            Hydro                   Eurasia
 1927            Hydro                   Eurasia
 1928            Hydro                   Eurasia
 1929            Hydro                   Eurasia
 1930            Hydro                   Eurasia
 1931            Hydro                   Eurasia
 1932            Hydro                   Eurasia
 1933            Hydro                   Eurasia
 1934            Hydro                   Eurasia
 1935            Hydro                   Eurasia
 1936            Hydro                   Eurasia
 1937            Hydro                   Eurasia
 1938            Hydro                   Eurasia
 1939            Hydro                   Eurasia
 1940            Hydro                   Eurasia
 1945            Hydro                   Eurasia
 1946            Hydro                   Eurasia
 1947            Hydro                   Eurasia
 1948            Hydro                   Eurasia
 1949            Hydro                   Eurasia
 1950            Hydro                   Eurasia
 1951            Hydro                   Eurasia
 1952            Hydro                   Eurasia
 1953            Hydro                   Eurasia
 1954            Hydro                   Eurasia
 1955            Hydro                   Eurasia
 1956            Hydro                   Eurasia
 1957            Hydro                   Eurasia
 1958            Hydro                   Eurasia
 1959            Hydro                   Eurasia
 1960            Hydro                   Eurasia
 1961            Hydro                   Eurasia
 1962            Hydro                   Eurasia
 1963            Hydro                   Eurasia
 1964            Hydro                   Eurasia
 1965            Hydro                   Eurasia
 1966            Hydro                   Eurasia
 1967            Hydro                   Eurasia
 1968            Hydro                   Eurasia
 1969            Hydro                   Eurasia
 1970            Hydro                   Eurasia
 1971            Hydro                   Eurasia
 1972            Hydro                   Eurasia
 1973            Hydro                   Eurasia
 1974            Hydro                   Eurasia
 1975            Hydro                   Eurasia
 1976            Hydro                   Eurasia
 1977            Hydro                   Eurasia
 1978            Hydro                   Eurasia
 1979            Hydro                   Eurasia
 1980            Hydro                   Eurasia
 1981            Hydro                   Eurasia
 1982            Hydro                   Eurasia
 1983            Hydro                   Eurasia
 1984            Hydro                   Eurasia
 1985            Hydro                   Eurasia
 1986            Hydro                   Eurasia
 1987            Hydro                   Eurasia
 1988            Hydro                   Eurasia
 1989            Hydro                   Eurasia
 1990            Hydro                   Eurasia
 1991            Hydro                   Eurasia
 1992            Hydro                   Eurasia
 1993            Hydro                   Eurasia
 1994            Hydro                   Eurasia
 1995            Hydro                   Eurasia
 1996            Hydro                   Eurasia
 1997            Hydro                   Eurasia
 1998            Hydro                   Eurasia
 1999            Hydro                   Eurasia
 2000            Hydro                   Eurasia
 2001            Hydro                   Eurasia
 2002            Hydro                   Eurasia
 2003            Hydro                   Eurasia
 2004            Hydro                   Eurasia
 2005            Hydro                   Eurasia
 2006            Hydro                   Eurasia
 2007            Hydro                   Eurasia
 2008            Hydro                   Eurasia
 2009            Hydro                   Eurasia
 2010            Hydro                   Eurasia
 2011            Hydro                   Eurasia
 2012            Hydro                   Eurasia
 2013            Hydro                   Eurasia
 2014            Hydro                   Eurasia
 1937            Hydro               Middle East
 1948            Hydro               Middle East
 1949            Hydro               Middle East
 1950            Hydro               Middle East
 1951            Hydro               Middle East
 1952            Hydro               Middle East
 1953            Hydro               Middle East
 1954            Hydro               Middle East
 1955            Hydro               Middle East
 1956            Hydro               Middle East
 1957            Hydro               Middle East
 1958            Hydro               Middle East
 1959            Hydro               Middle East
 1960            Hydro               Middle East
 1961            Hydro               Middle East
 1962            Hydro               Middle East
 1963            Hydro               Middle East
 1964            Hydro               Middle East
 1965            Hydro               Middle East
 1966            Hydro               Middle East
 1967            Hydro               Middle East
 1968            Hydro               Middle East
 1969            Hydro               Middle East
 1970            Hydro               Middle East
 1971            Hydro               Middle East
 1972            Hydro               Middle East
 1973            Hydro               Middle East
 1974            Hydro               Middle East
 1975            Hydro               Middle East
 1976            Hydro               Middle East
 1977            Hydro               Middle East
 1978            Hydro               Middle East
 1979            Hydro               Middle East
 1980            Hydro               Middle East
 1981            Hydro               Middle East
 1982            Hydro               Middle East
 1983            Hydro               Middle East
 1984            Hydro               Middle East
 1985            Hydro               Middle East
 1986            Hydro               Middle East
 1987            Hydro               Middle East
 1988            Hydro               Middle East
 1989            Hydro               Middle East
 1990            Hydro               Middle East
 1991            Hydro               Middle East
 1992            Hydro               Middle East
 1993            Hydro               Middle East
 1994            Hydro               Middle East
 1995            Hydro               Middle East
 1996            Hydro               Middle East
 1997            Hydro               Middle East
 1998            Hydro               Middle East
 1999            Hydro               Middle East
 2000            Hydro               Middle East
 2001            Hydro               Middle East
 2002            Hydro               Middle East
 2003            Hydro               Middle East
 2004            Hydro               Middle East
 2005            Hydro               Middle East
 2006            Hydro               Middle East
 2007            Hydro               Middle East
 2008            Hydro               Middle East
 2009            Hydro               Middle East
 2010            Hydro               Middle East
 2011            Hydro               Middle East
 2012            Hydro               Middle East
 2013            Hydro               Middle East
 2014            Hydro               Middle East
 1900            Hydro             North America
 1901            Hydro             North America
 1902            Hydro             North America
 1903            Hydro             North America
 1904            Hydro             North America
 1905            Hydro             North America
 1906            Hydro             North America
 1907            Hydro             North America
 1908            Hydro             North America
 1909            Hydro             North America
 1910            Hydro             North America
 1911            Hydro             North America
 1912            Hydro             North America
 1913            Hydro             North America
 1914            Hydro             North America
 1915            Hydro             North America
 1916            Hydro             North America
 1917            Hydro             North America
 1918            Hydro             North America
 1919            Hydro             North America
 1920            Hydro             North America
 1921            Hydro             North America
 1922            Hydro             North America
 1923            Hydro             North America
 1924            Hydro             North America
 1925            Hydro             North America
 1926            Hydro             North America
 1927            Hydro             North America
 1928            Hydro             North America
 1929            Hydro             North America
 1930            Hydro             North America
 1931            Hydro             North America
 1932            Hydro             North America
 1933            Hydro             North America
 1934            Hydro             North America
 1935            Hydro             North America
 1936            Hydro             North America
 1937            Hydro             North America
 1938            Hydro             North America
 1939            Hydro             North America
 1940            Hydro             North America
 1941            Hydro             North America
 1942            Hydro             North America
 1943            Hydro             North America
 1944            Hydro             North America
 1945            Hydro             North America
 1946            Hydro             North America
 1947            Hydro             North America
 1948            Hydro             North America
 1949            Hydro             North America
 1950            Hydro             North America
 1951            Hydro             North America
 1952            Hydro             North America
 1953            Hydro             North America
 1954            Hydro             North America
 1955            Hydro             North America
 1956            Hydro             North America
 1957            Hydro             North America
 1958            Hydro             North America
 1959            Hydro             North America
 1960            Hydro             North America
 1961            Hydro             North America
 1962            Hydro             North America
 1963            Hydro             North America
 1964            Hydro             North America
 1965            Hydro             North America
 1966            Hydro             North America
 1967            Hydro             North America
 1968            Hydro             North America
 1969            Hydro             North America
 1970            Hydro             North America
 1971            Hydro             North America
 1972            Hydro             North America
 1973            Hydro             North America
 1974            Hydro             North America
 1975            Hydro             North America
 1976            Hydro             North America
 1977            Hydro             North America
 1978            Hydro             North America
 1979            Hydro             North America
 1980            Hydro             North America
 1981            Hydro             North America
 1982            Hydro             North America
 1983            Hydro             North America
 1984            Hydro             North America
 1985            Hydro             North America
 1986            Hydro             North America
 1987            Hydro             North America
 1988            Hydro             North America
 1989            Hydro             North America
 1990            Hydro             North America
 1991            Hydro             North America
 1992            Hydro             North America
 1993            Hydro             North America
 1994            Hydro             North America
 1995            Hydro             North America
 1996            Hydro             North America
 1997            Hydro             North America
 1998            Hydro             North America
 1999            Hydro             North America
 2000            Hydro             North America
 2001            Hydro             North America
 2002            Hydro             North America
 2003            Hydro             North America
 2004            Hydro             North America
 2005            Hydro             North America
 2006            Hydro             North America
 2007            Hydro             North America
 2008            Hydro             North America
 2009            Hydro             North America
 2010            Hydro             North America
 2011            Hydro             North America
 2012            Hydro             North America
 2013            Hydro             North America
 2014            Hydro             North America
 1963          Nuclear          Asia and Oceania
 1964          Nuclear          Asia and Oceania
 1965          Nuclear          Asia and Oceania
 1966          Nuclear          Asia and Oceania
 1967          Nuclear          Asia and Oceania
 1968          Nuclear          Asia and Oceania
 1969          Nuclear          Asia and Oceania
 1970          Nuclear          Asia and Oceania
 1971          Nuclear          Asia and Oceania
 1972          Nuclear          Asia and Oceania
 1973          Nuclear          Asia and Oceania
 1974          Nuclear          Asia and Oceania
 1975          Nuclear          Asia and Oceania
 1976          Nuclear          Asia and Oceania
 1977          Nuclear          Asia and Oceania
 1978          Nuclear          Asia and Oceania
 1979          Nuclear          Asia and Oceania
 1980          Nuclear          Asia and Oceania
 1981          Nuclear          Asia and Oceania
 1982          Nuclear          Asia and Oceania
 1983          Nuclear          Asia and Oceania
 1984          Nuclear          Asia and Oceania
 1985          Nuclear          Asia and Oceania
 1986          Nuclear          Asia and Oceania
 1987          Nuclear          Asia and Oceania
 1988          Nuclear          Asia and Oceania
 1989          Nuclear          Asia and Oceania
 1990          Nuclear          Asia and Oceania
 1991          Nuclear          Asia and Oceania
 1992          Nuclear          Asia and Oceania
 1993          Nuclear          Asia and Oceania
 1994          Nuclear          Asia and Oceania
 1995          Nuclear          Asia and Oceania
 1996          Nuclear          Asia and Oceania
 1997          Nuclear          Asia and Oceania
 1998          Nuclear          Asia and Oceania
 1999          Nuclear          Asia and Oceania
 2000          Nuclear          Asia and Oceania
 2001          Nuclear          Asia and Oceania
 2002          Nuclear          Asia and Oceania
 2003          Nuclear          Asia and Oceania
 2004          Nuclear          Asia and Oceania
 2005          Nuclear          Asia and Oceania
 2006          Nuclear          Asia and Oceania
 2007          Nuclear          Asia and Oceania
 2008          Nuclear          Asia and Oceania
 2009          Nuclear          Asia and Oceania
 2010          Nuclear          Asia and Oceania
 2011          Nuclear          Asia and Oceania
 2012          Nuclear          Asia and Oceania
 2013          Nuclear          Asia and Oceania
 2014          Nuclear          Asia and Oceania
 1956          Nuclear                    Europe
 1957          Nuclear                    Europe
 1958          Nuclear                    Europe
 1959          Nuclear                    Europe
 1960          Nuclear                    Europe
 1961          Nuclear                    Europe
 1962          Nuclear                    Europe
 1963          Nuclear                    Europe
 1964          Nuclear                    Europe
 1965          Nuclear                    Europe
 1966          Nuclear                    Europe
 1967          Nuclear                    Europe
 1968          Nuclear                    Europe
 1969          Nuclear                    Europe
 1970          Nuclear                    Europe
 1971          Nuclear                    Europe
 1972          Nuclear                    Europe
 1973          Nuclear                    Europe
 1974          Nuclear                    Europe
 1975          Nuclear                    Europe
 1976          Nuclear                    Europe
 1977          Nuclear                    Europe
 1978          Nuclear                    Europe
 1979          Nuclear                    Europe
 1980          Nuclear                    Europe
 1981          Nuclear                    Europe
 1982          Nuclear                    Europe
 1983          Nuclear                    Europe
 1984          Nuclear                    Europe
 1985          Nuclear                    Europe
 1986          Nuclear                    Europe
 1987          Nuclear                    Europe
 1988          Nuclear                    Europe
 1989          Nuclear                    Europe
 1990          Nuclear                    Europe
 1991          Nuclear                    Europe
 1992          Nuclear                    Europe
 1993          Nuclear                    Europe
 1994          Nuclear                    Europe
 1995          Nuclear                    Europe
 1996          Nuclear                    Europe
 1997          Nuclear                    Europe
 1998          Nuclear                    Europe
 1999          Nuclear                    Europe
 2000          Nuclear                    Europe
 2001          Nuclear                    Europe
 2002          Nuclear                    Europe
 2003          Nuclear                    Europe
 2004          Nuclear                    Europe
 2005          Nuclear                    Europe
 2006          Nuclear                    Europe
 2007          Nuclear                    Europe
 2008          Nuclear                    Europe
 2009          Nuclear                    Europe
 2010          Nuclear                    Europe
 2011          Nuclear                    Europe
 2012          Nuclear                    Europe
 2013          Nuclear                    Europe
 2014          Nuclear                    Europe
 1984          Nuclear                    Africa
 1985          Nuclear                    Africa
 1986          Nuclear                    Africa
 1987          Nuclear                    Africa
 1988          Nuclear                    Africa
 1989          Nuclear                    Africa
 1990          Nuclear                    Africa
 1991          Nuclear                    Africa
 1992          Nuclear                    Africa
 1993          Nuclear                    Africa
 1994          Nuclear                    Africa
 1995          Nuclear                    Africa
 1996          Nuclear                    Africa
 1997          Nuclear                    Africa
 1998          Nuclear                    Africa
 1999          Nuclear                    Africa
 2000          Nuclear                    Africa
 2001          Nuclear                    Africa
 2002          Nuclear                    Africa
 2003          Nuclear                    Africa
 2004          Nuclear                    Africa
 2005          Nuclear                    Africa
 2006          Nuclear                    Africa
 2007          Nuclear                    Africa
 2008          Nuclear                    Africa
 2009          Nuclear                    Africa
 2010          Nuclear                    Africa
 2011          Nuclear                    Africa
 2012          Nuclear                    Africa
 2013          Nuclear                    Africa
 2014          Nuclear                    Africa
 1966          Nuclear Central and South America
 1967          Nuclear Central and South America
 1968          Nuclear Central and South America
 1969          Nuclear Central and South America
 1970          Nuclear Central and South America
 1971          Nuclear Central and South America
 1972          Nuclear Central and South America
 1973          Nuclear Central and South America
 1974          Nuclear Central and South America
 1975          Nuclear Central and South America
 1976          Nuclear Central and South America
 1977          Nuclear Central and South America
 1978          Nuclear Central and South America
 1979          Nuclear Central and South America
 1980          Nuclear Central and South America
 1981          Nuclear Central and South America
 1982          Nuclear Central and South America
 1983          Nuclear Central and South America
 1984          Nuclear Central and South America
 1985          Nuclear Central and South America
 1986          Nuclear Central and South America
 1987          Nuclear Central and South America
 1988          Nuclear Central and South America
 1989          Nuclear Central and South America
 1990          Nuclear Central and South America
 1991          Nuclear Central and South America
 1992          Nuclear Central and South America
 1993          Nuclear Central and South America
 1994          Nuclear Central and South America
 1995          Nuclear Central and South America
 1996          Nuclear Central and South America
 1997          Nuclear Central and South America
 1998          Nuclear Central and South America
 1999          Nuclear Central and South America
 2000          Nuclear Central and South America
 2001          Nuclear Central and South America
 2002          Nuclear Central and South America
 2003          Nuclear Central and South America
 2004          Nuclear Central and South America
 2005          Nuclear Central and South America
 2006          Nuclear Central and South America
 2007          Nuclear Central and South America
 2008          Nuclear Central and South America
 2009          Nuclear Central and South America
 2010          Nuclear Central and South America
 2011          Nuclear Central and South America
 2012          Nuclear Central and South America
 2013          Nuclear Central and South America
 2014          Nuclear Central and South America
 1966          Nuclear                   Eurasia
 1967          Nuclear                   Eurasia
 1968          Nuclear                   Eurasia
 1969          Nuclear                   Eurasia
 1970          Nuclear                   Eurasia
 1971          Nuclear                   Eurasia
 1972          Nuclear                   Eurasia
 1973          Nuclear                   Eurasia
 1974          Nuclear                   Eurasia
 1975          Nuclear                   Eurasia
 1976          Nuclear                   Eurasia
 1977          Nuclear                   Eurasia
 1978          Nuclear                   Eurasia
 1979          Nuclear                   Eurasia
 1980          Nuclear                   Eurasia
 1981          Nuclear                   Eurasia
 1982          Nuclear                   Eurasia
 1983          Nuclear                   Eurasia
 1984          Nuclear                   Eurasia
 1985          Nuclear                   Eurasia
 1986          Nuclear                   Eurasia
 1987          Nuclear                   Eurasia
 1988          Nuclear                   Eurasia
 1989          Nuclear                   Eurasia
 1990          Nuclear                   Eurasia
 1991          Nuclear                   Eurasia
 1992          Nuclear                   Eurasia
 1993          Nuclear                   Eurasia
 1994          Nuclear                   Eurasia
 1995          Nuclear                   Eurasia
 1996          Nuclear                   Eurasia
 1997          Nuclear                   Eurasia
 1998          Nuclear                   Eurasia
 1999          Nuclear                   Eurasia
 2000          Nuclear                   Eurasia
 2001          Nuclear                   Eurasia
 2002          Nuclear                   Eurasia
 2003          Nuclear                   Eurasia
 2004          Nuclear                   Eurasia
 2005          Nuclear                   Eurasia
 2006          Nuclear                   Eurasia
 2007          Nuclear                   Eurasia
 2008          Nuclear                   Eurasia
 2009          Nuclear                   Eurasia
 2010          Nuclear                   Eurasia
 2011          Nuclear                   Eurasia
 2012          Nuclear                   Eurasia
 2013          Nuclear                   Eurasia
 2014          Nuclear                   Eurasia
 2011          Nuclear               Middle East
 2012          Nuclear               Middle East
 2013          Nuclear               Middle East
 2014          Nuclear               Middle East
 1957          Nuclear             North America
 1958          Nuclear             North America
 1959          Nuclear             North America
 1960          Nuclear             North America
 1961          Nuclear             North America
 1962          Nuclear             North America
 1963          Nuclear             North America
 1964          Nuclear             North America
 1965          Nuclear             North America
 1966          Nuclear             North America
 1967          Nuclear             North America
 1968          Nuclear             North America
 1969          Nuclear             North America
 1970          Nuclear             North America
 1971          Nuclear             North America
 1972          Nuclear             North America
 1973          Nuclear             North America
 1974          Nuclear             North America
 1975          Nuclear             North America
 1976          Nuclear             North America
 1977          Nuclear             North America
 1978          Nuclear             North America
 1979          Nuclear             North America
 1980          Nuclear             North America
 1981          Nuclear             North America
 1982          Nuclear             North America
 1983          Nuclear             North America
 1984          Nuclear             North America
 1985          Nuclear             North America
 1986          Nuclear             North America
 1987          Nuclear             North America
 1988          Nuclear             North America
 1989          Nuclear             North America
 1990          Nuclear             North America
 1991          Nuclear             North America
 1992          Nuclear             North America
 1993          Nuclear             North America
 1994          Nuclear             North America
 1995          Nuclear             North America
 1996          Nuclear             North America
 1997          Nuclear             North America
 1998          Nuclear             North America
 1999          Nuclear             North America
 2000          Nuclear             North America
 2001          Nuclear             North America
 2002          Nuclear             North America
 2003          Nuclear             North America
 2004          Nuclear             North America
 2005          Nuclear             North America
 2006          Nuclear             North America
 2007          Nuclear             North America
 2008          Nuclear             North America
 2009          Nuclear             North America
 2010          Nuclear             North America
 2011          Nuclear             North America
 2012          Nuclear             North America
 2013          Nuclear             North America
 2014          Nuclear             North America
 1900              Oil          Asia and Oceania
 1901              Oil          Asia and Oceania
 1902              Oil          Asia and Oceania
 1903              Oil          Asia and Oceania
 1904              Oil          Asia and Oceania
 1905              Oil          Asia and Oceania
 1906              Oil          Asia and Oceania
 1907              Oil          Asia and Oceania
 1908              Oil          Asia and Oceania
 1909              Oil          Asia and Oceania
 1910              Oil          Asia and Oceania
 1911              Oil          Asia and Oceania
 1912              Oil          Asia and Oceania
 1913              Oil          Asia and Oceania
 1914              Oil          Asia and Oceania
 1915              Oil          Asia and Oceania
 1916              Oil          Asia and Oceania
 1917              Oil          Asia and Oceania
 1918              Oil          Asia and Oceania
 1919              Oil          Asia and Oceania
 1920              Oil          Asia and Oceania
 1921              Oil          Asia and Oceania
 1922              Oil          Asia and Oceania
 1923              Oil          Asia and Oceania
 1924              Oil          Asia and Oceania
 1925              Oil          Asia and Oceania
 1926              Oil          Asia and Oceania
 1927              Oil          Asia and Oceania
 1928              Oil          Asia and Oceania
 1929              Oil          Asia and Oceania
 1930              Oil          Asia and Oceania
 1931              Oil          Asia and Oceania
 1932              Oil          Asia and Oceania
 1933              Oil          Asia and Oceania
 1934              Oil          Asia and Oceania
 1935              Oil          Asia and Oceania
 1936              Oil          Asia and Oceania
 1937              Oil          Asia and Oceania
 1938              Oil          Asia and Oceania
 1939              Oil          Asia and Oceania
 1940              Oil          Asia and Oceania
 1941              Oil          Asia and Oceania
 1942              Oil          Asia and Oceania
 1943              Oil          Asia and Oceania
 1944              Oil          Asia and Oceania
 1945              Oil          Asia and Oceania
 1946              Oil          Asia and Oceania
 1947              Oil          Asia and Oceania
 1948              Oil          Asia and Oceania
 1949              Oil          Asia and Oceania
 1950              Oil          Asia and Oceania
 1951              Oil          Asia and Oceania
 1952              Oil          Asia and Oceania
 1953              Oil          Asia and Oceania
 1954              Oil          Asia and Oceania
 1955              Oil          Asia and Oceania
 1956              Oil          Asia and Oceania
 1957              Oil          Asia and Oceania
 1958              Oil          Asia and Oceania
 1959              Oil          Asia and Oceania
 1960              Oil          Asia and Oceania
 1961              Oil          Asia and Oceania
 1962              Oil          Asia and Oceania
 1963              Oil          Asia and Oceania
 1964              Oil          Asia and Oceania
 1965              Oil          Asia and Oceania
 1966              Oil          Asia and Oceania
 1967              Oil          Asia and Oceania
 1968              Oil          Asia and Oceania
 1969              Oil          Asia and Oceania
 1970              Oil          Asia and Oceania
 1971              Oil          Asia and Oceania
 1972              Oil          Asia and Oceania
 1973              Oil          Asia and Oceania
 1974              Oil          Asia and Oceania
 1975              Oil          Asia and Oceania
 1976              Oil          Asia and Oceania
 1977              Oil          Asia and Oceania
 1978              Oil          Asia and Oceania
 1979              Oil          Asia and Oceania
 1980              Oil          Asia and Oceania
 1981              Oil          Asia and Oceania
 1982              Oil          Asia and Oceania
 1983              Oil          Asia and Oceania
 1984              Oil          Asia and Oceania
 1985              Oil          Asia and Oceania
 1986              Oil          Asia and Oceania
 1987              Oil          Asia and Oceania
 1988              Oil          Asia and Oceania
 1989              Oil          Asia and Oceania
 1990              Oil          Asia and Oceania
 1991              Oil          Asia and Oceania
 1992              Oil          Asia and Oceania
 1993              Oil          Asia and Oceania
 1994              Oil          Asia and Oceania
 1995              Oil          Asia and Oceania
 1996              Oil          Asia and Oceania
 1997              Oil          Asia and Oceania
 1998              Oil          Asia and Oceania
 1999              Oil          Asia and Oceania
 2000              Oil          Asia and Oceania
 2001              Oil          Asia and Oceania
 2002              Oil          Asia and Oceania
 2003              Oil          Asia and Oceania
 2004              Oil          Asia and Oceania
 2005              Oil          Asia and Oceania
 2006              Oil          Asia and Oceania
 2007              Oil          Asia and Oceania
 2008              Oil          Asia and Oceania
 2009              Oil          Asia and Oceania
 2010              Oil          Asia and Oceania
 2011              Oil          Asia and Oceania
 2012              Oil          Asia and Oceania
 2013              Oil          Asia and Oceania
 2014              Oil          Asia and Oceania
 1900              Oil                    Europe
 1901              Oil                    Europe
 1902              Oil                    Europe
 1903              Oil                    Europe
 1904              Oil                    Europe
 1905              Oil                    Europe
 1906              Oil                    Europe
 1907              Oil                    Europe
 1908              Oil                    Europe
 1909              Oil                    Europe
 1910              Oil                    Europe
 1911              Oil                    Europe
 1912              Oil                    Europe
 1913              Oil                    Europe
 1914              Oil                    Europe
 1915              Oil                    Europe
 1916              Oil                    Europe
 1917              Oil                    Europe
 1918              Oil                    Europe
 1919              Oil                    Europe
 1920              Oil                    Europe
 1921              Oil                    Europe
 1922              Oil                    Europe
 1923              Oil                    Europe
 1924              Oil                    Europe
 1925              Oil                    Europe
 1926              Oil                    Europe
 1927              Oil                    Europe
 1928              Oil                    Europe
 1929              Oil                    Europe
 1930              Oil                    Europe
 1931              Oil                    Europe
 1932              Oil                    Europe
 1933              Oil                    Europe
 1934              Oil                    Europe
 1935              Oil                    Europe
 1936              Oil                    Europe
 1937              Oil                    Europe
 1938              Oil                    Europe
 1939              Oil                    Europe
 1940              Oil                    Europe
 1941              Oil                    Europe
 1942              Oil                    Europe
 1943              Oil                    Europe
 1944              Oil                    Europe
 1945              Oil                    Europe
 1946              Oil                    Europe
 1947              Oil                    Europe
 1948              Oil                    Europe
 1949              Oil                    Europe
 1950              Oil                    Europe
 1951              Oil                    Europe
 1952              Oil                    Europe
 1953              Oil                    Europe
 1954              Oil                    Europe
 1955              Oil                    Europe
 1956              Oil                    Europe
 1957              Oil                    Europe
 1958              Oil                    Europe
 1959              Oil                    Europe
 1960              Oil                    Europe
 1961              Oil                    Europe
 1962              Oil                    Europe
 1963              Oil                    Europe
 1964              Oil                    Europe
 1965              Oil                    Europe
 1966              Oil                    Europe
 1967              Oil                    Europe
 1968              Oil                    Europe
 1969              Oil                    Europe
 1970              Oil                    Europe
 1971              Oil                    Europe
 1972              Oil                    Europe
 1973              Oil                    Europe
 1974              Oil                    Europe
 1975              Oil                    Europe
 1976              Oil                    Europe
 1977              Oil                    Europe
 1978              Oil                    Europe
 1979              Oil                    Europe
 1980              Oil                    Europe
 1981              Oil                    Europe
 1982              Oil                    Europe
 1983              Oil                    Europe
 1984              Oil                    Europe
 1985              Oil                    Europe
 1986              Oil                    Europe
 1987              Oil                    Europe
 1988              Oil                    Europe
 1989              Oil                    Europe
 1990              Oil                    Europe
 1991              Oil                    Europe
 1992              Oil                    Europe
 1993              Oil                    Europe
 1994              Oil                    Europe
 1995              Oil                    Europe
 1996              Oil                    Europe
 1997              Oil                    Europe
 1998              Oil                    Europe
 1999              Oil                    Europe
 2000              Oil                    Europe
 2001              Oil                    Europe
 2002              Oil                    Europe
 2003              Oil                    Europe
 2004              Oil                    Europe
 2005              Oil                    Europe
 2006              Oil                    Europe
 2007              Oil                    Europe
 2008              Oil                    Europe
 2009              Oil                    Europe
 2010              Oil                    Europe
 2011              Oil                    Europe
 2012              Oil                    Europe
 2013              Oil                    Europe
 2014              Oil                    Europe
 1911              Oil                    Africa
 1912              Oil                    Africa
 1913              Oil                    Africa
 1914              Oil                    Africa
 1915              Oil                    Africa
 1916              Oil                    Africa
 1917              Oil                    Africa
 1918              Oil                    Africa
 1919              Oil                    Africa
 1920              Oil                    Africa
 1921              Oil                    Africa
 1922              Oil                    Africa
 1923              Oil                    Africa
 1924              Oil                    Africa
 1925              Oil                    Africa
 1926              Oil                    Africa
 1927              Oil                    Africa
 1928              Oil                    Africa
 1929              Oil                    Africa
 1930              Oil                    Africa
 1931              Oil                    Africa
 1932              Oil                    Africa
 1933              Oil                    Africa
 1934              Oil                    Africa
 1935              Oil                    Africa
 1936              Oil                    Africa
 1937              Oil                    Africa
 1938              Oil                    Africa
 1939              Oil                    Africa
 1940              Oil                    Africa
 1941              Oil                    Africa
 1942              Oil                    Africa
 1943              Oil                    Africa
 1944              Oil                    Africa
 1945              Oil                    Africa
 1946              Oil                    Africa
 1947              Oil                    Africa
 1948              Oil                    Africa
 1949              Oil                    Africa
 1950              Oil                    Africa
 1951              Oil                    Africa
 1952              Oil                    Africa
 1953              Oil                    Africa
 1954              Oil                    Africa
 1955              Oil                    Africa
 1956              Oil                    Africa
 1957              Oil                    Africa
 1958              Oil                    Africa
 1959              Oil                    Africa
 1960              Oil                    Africa
 1961              Oil                    Africa
 1962              Oil                    Africa
 1963              Oil                    Africa
 1964              Oil                    Africa
 1965              Oil                    Africa
 1966              Oil                    Africa
 1967              Oil                    Africa
 1968              Oil                    Africa
 1969              Oil                    Africa
 1970              Oil                    Africa
 1971              Oil                    Africa
 1972              Oil                    Africa
 1973              Oil                    Africa
 1974              Oil                    Africa
 1975              Oil                    Africa
 1976              Oil                    Africa
 1977              Oil                    Africa
 1978              Oil                    Africa
 1979              Oil                    Africa
 1980              Oil                    Africa
 1981              Oil                    Africa
 1982              Oil                    Africa
 1983              Oil                    Africa
 1984              Oil                    Africa
 1985              Oil                    Africa
 1986              Oil                    Africa
 1987              Oil                    Africa
 1988              Oil                    Africa
 1989              Oil                    Africa
 1990              Oil                    Africa
 1991              Oil                    Africa
 1992              Oil                    Africa
 1993              Oil                    Africa
 1994              Oil                    Africa
 1995              Oil                    Africa
 1996              Oil                    Africa
 1997              Oil                    Africa
 1998              Oil                    Africa
 1999              Oil                    Africa
 2000              Oil                    Africa
 2001              Oil                    Africa
 2002              Oil                    Africa
 2003              Oil                    Africa
 2004              Oil                    Africa
 2005              Oil                    Africa
 2006              Oil                    Africa
 2007              Oil                    Africa
 2008              Oil                    Africa
 2009              Oil                    Africa
 2010              Oil                    Africa
 2011              Oil                    Africa
 2012              Oil                    Africa
 2013              Oil                    Africa
 2014              Oil                    Africa
 1900              Oil Central and South America
 1901              Oil Central and South America
 1902              Oil Central and South America
 1903              Oil Central and South America
 1904              Oil Central and South America
 1905              Oil Central and South America
 1906              Oil Central and South America
 1907              Oil Central and South America
 1908              Oil Central and South America
 1909              Oil Central and South America
 1910              Oil Central and South America
 1911              Oil Central and South America
 1912              Oil Central and South America
 1913              Oil Central and South America
 1914              Oil Central and South America
 1915              Oil Central and South America
 1916              Oil Central and South America
 1917              Oil Central and South America
 1918              Oil Central and South America
 1919              Oil Central and South America
 1920              Oil Central and South America
 1921              Oil Central and South America
 1922              Oil Central and South America
 1923              Oil Central and South America
 1924              Oil Central and South America
 1925              Oil Central and South America
 1926              Oil Central and South America
 1927              Oil Central and South America
 1928              Oil Central and South America
 1929              Oil Central and South America
 1930              Oil Central and South America
 1931              Oil Central and South America
 1932              Oil Central and South America
 1933              Oil Central and South America
 1934              Oil Central and South America
 1935              Oil Central and South America
 1936              Oil Central and South America
 1937              Oil Central and South America
 1938              Oil Central and South America
 1939              Oil Central and South America
 1940              Oil Central and South America
 1941              Oil Central and South America
 1942              Oil Central and South America
 1943              Oil Central and South America
 1944              Oil Central and South America
 1945              Oil Central and South America
 1946              Oil Central and South America
 1947              Oil Central and South America
 1948              Oil Central and South America
 1949              Oil Central and South America
 1950              Oil Central and South America
 1951              Oil Central and South America
 1952              Oil Central and South America
 1953              Oil Central and South America
 1954              Oil Central and South America
 1955              Oil Central and South America
 1956              Oil Central and South America
 1957              Oil Central and South America
 1958              Oil Central and South America
 1959              Oil Central and South America
 1960              Oil Central and South America
 1961              Oil Central and South America
 1962              Oil Central and South America
 1963              Oil Central and South America
 1964              Oil Central and South America
 1965              Oil Central and South America
 1966              Oil Central and South America
 1967              Oil Central and South America
 1968              Oil Central and South America
 1969              Oil Central and South America
 1970              Oil Central and South America
 1971              Oil Central and South America
 1972              Oil Central and South America
 1973              Oil Central and South America
 1974              Oil Central and South America
 1975              Oil Central and South America
 1976              Oil Central and South America
 1977              Oil Central and South America
 1978              Oil Central and South America
 1979              Oil Central and South America
 1980              Oil Central and South America
 1981              Oil Central and South America
 1982              Oil Central and South America
 1983              Oil Central and South America
 1984              Oil Central and South America
 1985              Oil Central and South America
 1986              Oil Central and South America
 1987              Oil Central and South America
 1988              Oil Central and South America
 1989              Oil Central and South America
 1990              Oil Central and South America
 1991              Oil Central and South America
 1992              Oil Central and South America
 1993              Oil Central and South America
 1994              Oil Central and South America
 1995              Oil Central and South America
 1996              Oil Central and South America
 1997              Oil Central and South America
 1998              Oil Central and South America
 1999              Oil Central and South America
 2000              Oil Central and South America
 2001              Oil Central and South America
 2002              Oil Central and South America
 2003              Oil Central and South America
 2004              Oil Central and South America
 2005              Oil Central and South America
 2006              Oil Central and South America
 2007              Oil Central and South America
 2008              Oil Central and South America
 2009              Oil Central and South America
 2010              Oil Central and South America
 2011              Oil Central and South America
 2012              Oil Central and South America
 2013              Oil Central and South America
 2014              Oil Central and South America
 1900              Oil                   Eurasia
 1901              Oil                   Eurasia
 1902              Oil                   Eurasia
 1903              Oil                   Eurasia
 1904              Oil                   Eurasia
 1905              Oil                   Eurasia
 1906              Oil                   Eurasia
 1907              Oil                   Eurasia
 1908              Oil                   Eurasia
 1909              Oil                   Eurasia
 1910              Oil                   Eurasia
 1911              Oil                   Eurasia
 1912              Oil                   Eurasia
 1913              Oil                   Eurasia
 1914              Oil                   Eurasia
 1915              Oil                   Eurasia
 1916              Oil                   Eurasia
 1917              Oil                   Eurasia
 1918              Oil                   Eurasia
 1919              Oil                   Eurasia
 1920              Oil                   Eurasia
 1921              Oil                   Eurasia
 1922              Oil                   Eurasia
 1923              Oil                   Eurasia
 1924              Oil                   Eurasia
 1925              Oil                   Eurasia
 1926              Oil                   Eurasia
 1927              Oil                   Eurasia
 1928              Oil                   Eurasia
 1929              Oil                   Eurasia
 1930              Oil                   Eurasia
 1931              Oil                   Eurasia
 1932              Oil                   Eurasia
 1933              Oil                   Eurasia
 1934              Oil                   Eurasia
 1935              Oil                   Eurasia
 1936              Oil                   Eurasia
 1937              Oil                   Eurasia
 1938              Oil                   Eurasia
 1939              Oil                   Eurasia
 1940              Oil                   Eurasia
 1941              Oil                   Eurasia
 1942              Oil                   Eurasia
 1943              Oil                   Eurasia
 1944              Oil                   Eurasia
 1945              Oil                   Eurasia
 1946              Oil                   Eurasia
 1947              Oil                   Eurasia
 1948              Oil                   Eurasia
 1949              Oil                   Eurasia
 1950              Oil                   Eurasia
 1951              Oil                   Eurasia
 1952              Oil                   Eurasia
 1953              Oil                   Eurasia
 1954              Oil                   Eurasia
 1955              Oil                   Eurasia
 1956              Oil                   Eurasia
 1957              Oil                   Eurasia
 1958              Oil                   Eurasia
 1959              Oil                   Eurasia
 1960              Oil                   Eurasia
 1961              Oil                   Eurasia
 1962              Oil                   Eurasia
 1963              Oil                   Eurasia
 1964              Oil                   Eurasia
 1965              Oil                   Eurasia
 1966              Oil                   Eurasia
 1967              Oil                   Eurasia
 1968              Oil                   Eurasia
 1969              Oil                   Eurasia
 1970              Oil                   Eurasia
 1971              Oil                   Eurasia
 1972              Oil                   Eurasia
 1973              Oil                   Eurasia
 1974              Oil                   Eurasia
 1975              Oil                   Eurasia
 1976              Oil                   Eurasia
 1977              Oil                   Eurasia
 1978              Oil                   Eurasia
 1979              Oil                   Eurasia
 1980              Oil                   Eurasia
 1981              Oil                   Eurasia
 1982              Oil                   Eurasia
 1983              Oil                   Eurasia
 1984              Oil                   Eurasia
 1985              Oil                   Eurasia
 1986              Oil                   Eurasia
 1987              Oil                   Eurasia
 1988              Oil                   Eurasia
 1989              Oil                   Eurasia
 1990              Oil                   Eurasia
 1991              Oil                   Eurasia
 1992              Oil                   Eurasia
 1993              Oil                   Eurasia
 1994              Oil                   Eurasia
 1995              Oil                   Eurasia
 1996              Oil                   Eurasia
 1997              Oil                   Eurasia
 1998              Oil                   Eurasia
 1999              Oil                   Eurasia
 2000              Oil                   Eurasia
 2001              Oil                   Eurasia
 2002              Oil                   Eurasia
 2003              Oil                   Eurasia
 2004              Oil                   Eurasia
 2005              Oil                   Eurasia
 2006              Oil                   Eurasia
 2007              Oil                   Eurasia
 2008              Oil                   Eurasia
 2009              Oil                   Eurasia
 2010              Oil                   Eurasia
 2011              Oil                   Eurasia
 2012              Oil                   Eurasia
 2013              Oil                   Eurasia
 2014              Oil                   Eurasia
 1906              Oil               Middle East
 1911              Oil               Middle East
 1912              Oil               Middle East
 1913              Oil               Middle East
 1914              Oil               Middle East
 1915              Oil               Middle East
 1916              Oil               Middle East
 1917              Oil               Middle East
 1918              Oil               Middle East
 1919              Oil               Middle East
 1920              Oil               Middle East
 1921              Oil               Middle East
 1922              Oil               Middle East
 1923              Oil               Middle East
 1924              Oil               Middle East
 1925              Oil               Middle East
 1926              Oil               Middle East
 1927              Oil               Middle East
 1928              Oil               Middle East
 1929              Oil               Middle East
 1930              Oil               Middle East
 1931              Oil               Middle East
 1932              Oil               Middle East
 1933              Oil               Middle East
 1934              Oil               Middle East
 1935              Oil               Middle East
 1936              Oil               Middle East
 1937              Oil               Middle East
 1938              Oil               Middle East
 1939              Oil               Middle East
 1940              Oil               Middle East
 1941              Oil               Middle East
 1942              Oil               Middle East
 1943              Oil               Middle East
 1944              Oil               Middle East
 1945              Oil               Middle East
 1946              Oil               Middle East
 1947              Oil               Middle East
 1948              Oil               Middle East
 1949              Oil               Middle East
 1950              Oil               Middle East
 1951              Oil               Middle East
 1952              Oil               Middle East
 1953              Oil               Middle East
 1954              Oil               Middle East
 1955              Oil               Middle East
 1956              Oil               Middle East
 1957              Oil               Middle East
 1958              Oil               Middle East
 1959              Oil               Middle East
 1960              Oil               Middle East
 1961              Oil               Middle East
 1962              Oil               Middle East
 1963              Oil               Middle East
 1964              Oil               Middle East
 1965              Oil               Middle East
 1966              Oil               Middle East
 1967              Oil               Middle East
 1968              Oil               Middle East
 1969              Oil               Middle East
 1970              Oil               Middle East
 1971              Oil               Middle East
 1972              Oil               Middle East
 1973              Oil               Middle East
 1974              Oil               Middle East
 1975              Oil               Middle East
 1976              Oil               Middle East
 1977              Oil               Middle East
 1978              Oil               Middle East
 1979              Oil               Middle East
 1980              Oil               Middle East
 1981              Oil               Middle East
 1982              Oil               Middle East
 1983              Oil               Middle East
 1984              Oil               Middle East
 1985              Oil               Middle East
 1986              Oil               Middle East
 1987              Oil               Middle East
 1988              Oil               Middle East
 1989              Oil               Middle East
 1990              Oil               Middle East
 1991              Oil               Middle East
 1992              Oil               Middle East
 1993              Oil               Middle East
 1994              Oil               Middle East
 1995              Oil               Middle East
 1996              Oil               Middle East
 1997              Oil               Middle East
 1998              Oil               Middle East
 1999              Oil               Middle East
 2000              Oil               Middle East
 2001              Oil               Middle East
 2002              Oil               Middle East
 2003              Oil               Middle East
 2004              Oil               Middle East
 2005              Oil               Middle East
 2006              Oil               Middle East
 2007              Oil               Middle East
 2008              Oil               Middle East
 2009              Oil               Middle East
 2010              Oil               Middle East
 2011              Oil               Middle East
 2012              Oil               Middle East
 2013              Oil               Middle East
 2014              Oil               Middle East
 1900              Oil             North America
 1901              Oil             North America
 1902              Oil             North America
 1903              Oil             North America
 1904              Oil             North America
 1905              Oil             North America
 1906              Oil             North America
 1907              Oil             North America
 1908              Oil             North America
 1909              Oil             North America
 1910              Oil             North America
 1911              Oil             North America
 1912              Oil             North America
 1913              Oil             North America
 1914              Oil             North America
 1915              Oil             North America
 1916              Oil             North America
 1917              Oil             North America
 1918              Oil             North America
 1919              Oil             North America
 1920              Oil             North America
 1921              Oil             North America
 1922              Oil             North America
 1923              Oil             North America
 1924              Oil             North America
 1925              Oil             North America
 1926              Oil             North America
 1927              Oil             North America
 1928              Oil             North America
 1929              Oil             North America
 1930              Oil             North America
 1931              Oil             North America
 1932              Oil             North America
 1933              Oil             North America
 1934              Oil             North America
 1935              Oil             North America
 1936              Oil             North America
 1937              Oil             North America
 1938              Oil             North America
 1939              Oil             North America
 1940              Oil             North America
 1941              Oil             North America
 1942              Oil             North America
 1943              Oil             North America
 1944              Oil             North America
 1945              Oil             North America
 1946              Oil             North America
 1947              Oil             North America
 1948              Oil             North America
 1949              Oil             North America
 1950              Oil             North America
 1951              Oil             North America
 1952              Oil             North America
 1953              Oil             North America
 1954              Oil             North America
 1955              Oil             North America
 1956              Oil             North America
 1957              Oil             North America
 1958              Oil             North America
 1959              Oil             North America
 1960              Oil             North America
 1961              Oil             North America
 1962              Oil             North America
 1963              Oil             North America
 1964              Oil             North America
 1965              Oil             North America
 1966              Oil             North America
 1967              Oil             North America
 1968              Oil             North America
 1969              Oil             North America
 1970              Oil             North America
 1971              Oil             North America
 1972              Oil             North America
 1973              Oil             North America
 1974              Oil             North America
 1975              Oil             North America
 1976              Oil             North America
 1977              Oil             North America
 1978              Oil             North America
 1979              Oil             North America
 1980              Oil             North America
 1981              Oil             North America
 1982              Oil             North America
 1983              Oil             North America
 1984              Oil             North America
 1985              Oil             North America
 1986              Oil             North America
 1987              Oil             North America
 1988              Oil             North America
 1989              Oil             North America
 1990              Oil             North America
 1991              Oil             North America
 1992              Oil             North America
 1993              Oil             North America
 1994              Oil             North America
 1995              Oil             North America
 1996              Oil             North America
 1997              Oil             North America
 1998              Oil             North America
 1999              Oil             North America
 2000              Oil             North America
 2001              Oil             North America
 2002              Oil             North America
 2003              Oil             North America
 2004              Oil             North America
 2005              Oil             North America
 2006              Oil             North America
 2007              Oil             North America
 2008              Oil             North America
 2009              Oil             North America
 2010              Oil             North America
 2011              Oil             North America
 2012              Oil             North America
 2013              Oil             North America
 2014              Oil             North America
 1959 Other Renewables          Asia and Oceania
 1960 Other Renewables          Asia and Oceania
 1961 Other Renewables          Asia and Oceania
 1962 Other Renewables          Asia and Oceania
 1963 Other Renewables          Asia and Oceania
 1964 Other Renewables          Asia and Oceania
 1965 Other Renewables          Asia and Oceania
 1966 Other Renewables          Asia and Oceania
 1967 Other Renewables          Asia and Oceania
 1968 Other Renewables          Asia and Oceania
 1969 Other Renewables          Asia and Oceania
 1970 Other Renewables          Asia and Oceania
 1971 Other Renewables          Asia and Oceania
 1972 Other Renewables          Asia and Oceania
 1973 Other Renewables          Asia and Oceania
 1974 Other Renewables          Asia and Oceania
 1975 Other Renewables          Asia and Oceania
 1976 Other Renewables          Asia and Oceania
 1977 Other Renewables          Asia and Oceania
 1978 Other Renewables          Asia and Oceania
 1979 Other Renewables          Asia and Oceania
 1980 Other Renewables          Asia and Oceania
 1981 Other Renewables          Asia and Oceania
 1982 Other Renewables          Asia and Oceania
 1983 Other Renewables          Asia and Oceania
 1984 Other Renewables          Asia and Oceania
 1985 Other Renewables          Asia and Oceania
 1986 Other Renewables          Asia and Oceania
 1987 Other Renewables          Asia and Oceania
 1988 Other Renewables          Asia and Oceania
 1989 Other Renewables          Asia and Oceania
 1990 Other Renewables          Asia and Oceania
 1991 Other Renewables          Asia and Oceania
 1992 Other Renewables          Asia and Oceania
 1993 Other Renewables          Asia and Oceania
 1994 Other Renewables          Asia and Oceania
 1995 Other Renewables          Asia and Oceania
 1996 Other Renewables          Asia and Oceania
 1997 Other Renewables          Asia and Oceania
 1998 Other Renewables          Asia and Oceania
 1999 Other Renewables          Asia and Oceania
 2000 Other Renewables          Asia and Oceania
 2001 Other Renewables          Asia and Oceania
 2002 Other Renewables          Asia and Oceania
 2003 Other Renewables          Asia and Oceania
 2004 Other Renewables          Asia and Oceania
 2005 Other Renewables          Asia and Oceania
 2006 Other Renewables          Asia and Oceania
 2007 Other Renewables          Asia and Oceania
 2008 Other Renewables          Asia and Oceania
 2009 Other Renewables          Asia and Oceania
 2010 Other Renewables          Asia and Oceania
 2011 Other Renewables          Asia and Oceania
 2012 Other Renewables          Asia and Oceania
 2013 Other Renewables          Asia and Oceania
 2014 Other Renewables          Asia and Oceania
 1916 Other Renewables                    Europe
 1917 Other Renewables                    Europe
 1918 Other Renewables                    Europe
 1919 Other Renewables                    Europe
 1920 Other Renewables                    Europe
 1921 Other Renewables                    Europe
 1922 Other Renewables                    Europe
 1923 Other Renewables                    Europe
 1924 Other Renewables                    Europe
 1925 Other Renewables                    Europe
 1926 Other Renewables                    Europe
 1927 Other Renewables                    Europe
 1928 Other Renewables                    Europe
 1929 Other Renewables                    Europe
 1930 Other Renewables                    Europe
 1931 Other Renewables                    Europe
 1932 Other Renewables                    Europe
 1933 Other Renewables                    Europe
 1934 Other Renewables                    Europe
 1935 Other Renewables                    Europe
 1936 Other Renewables                    Europe
 1937 Other Renewables                    Europe
 1938 Other Renewables                    Europe
 1939 Other Renewables                    Europe
 1940 Other Renewables                    Europe
 1941 Other Renewables                    Europe
 1942 Other Renewables                    Europe
 1943 Other Renewables                    Europe
 1944 Other Renewables                    Europe
 1945 Other Renewables                    Europe
 1946 Other Renewables                    Europe
 1947 Other Renewables                    Europe
 1948 Other Renewables                    Europe
 1949 Other Renewables                    Europe
 1950 Other Renewables                    Europe
 1951 Other Renewables                    Europe
 1952 Other Renewables                    Europe
 1953 Other Renewables                    Europe
 1954 Other Renewables                    Europe
 1955 Other Renewables                    Europe
 1956 Other Renewables                    Europe
 1957 Other Renewables                    Europe
 1958 Other Renewables                    Europe
 1959 Other Renewables                    Europe
 1960 Other Renewables                    Europe
 1961 Other Renewables                    Europe
 1962 Other Renewables                    Europe
 1963 Other Renewables                    Europe
 1964 Other Renewables                    Europe
 1965 Other Renewables                    Europe
 1966 Other Renewables                    Europe
 1967 Other Renewables                    Europe
 1968 Other Renewables                    Europe
 1969 Other Renewables                    Europe
 1970 Other Renewables                    Europe
 1971 Other Renewables                    Europe
 1972 Other Renewables                    Europe
 1973 Other Renewables                    Europe
 1974 Other Renewables                    Europe
 1975 Other Renewables                    Europe
 1976 Other Renewables                    Europe
 1977 Other Renewables                    Europe
 1978 Other Renewables                    Europe
 1979 Other Renewables                    Europe
 1980 Other Renewables                    Europe
 1981 Other Renewables                    Europe
 1982 Other Renewables                    Europe
 1983 Other Renewables                    Europe
 1984 Other Renewables                    Europe
 1985 Other Renewables                    Europe
 1986 Other Renewables                    Europe
 1987 Other Renewables                    Europe
 1988 Other Renewables                    Europe
 1989 Other Renewables                    Europe
 1990 Other Renewables                    Europe
 1991 Other Renewables                    Europe
 1992 Other Renewables                    Europe
 1993 Other Renewables                    Europe
 1994 Other Renewables                    Europe
 1995 Other Renewables                    Europe
 1996 Other Renewables                    Europe
 1997 Other Renewables                    Europe
 1998 Other Renewables                    Europe
 1999 Other Renewables                    Europe
 2000 Other Renewables                    Europe
 2001 Other Renewables                    Europe
 2002 Other Renewables                    Europe
 2003 Other Renewables                    Europe
 2004 Other Renewables                    Europe
 2005 Other Renewables                    Europe
 2006 Other Renewables                    Europe
 2007 Other Renewables                    Europe
 2008 Other Renewables                    Europe
 2009 Other Renewables                    Europe
 2010 Other Renewables                    Europe
 2011 Other Renewables                    Europe
 2012 Other Renewables                    Europe
 2013 Other Renewables                    Europe
 2014 Other Renewables                    Europe
 1980 Other Renewables                    Africa
 1981 Other Renewables                    Africa
 1982 Other Renewables                    Africa
 1983 Other Renewables                    Africa
 1984 Other Renewables                    Africa
 1985 Other Renewables                    Africa
 1986 Other Renewables                    Africa
 1987 Other Renewables                    Africa
 1988 Other Renewables                    Africa
 1989 Other Renewables                    Africa
 1990 Other Renewables                    Africa
 1991 Other Renewables                    Africa
 1992 Other Renewables                    Africa
 1993 Other Renewables                    Africa
 1994 Other Renewables                    Africa
 1995 Other Renewables                    Africa
 1996 Other Renewables                    Africa
 1997 Other Renewables                    Africa
 1998 Other Renewables                    Africa
 1999 Other Renewables                    Africa
 2000 Other Renewables                    Africa
 2001 Other Renewables                    Africa
 2002 Other Renewables                    Africa
 2003 Other Renewables                    Africa
 2004 Other Renewables                    Africa
 2005 Other Renewables                    Africa
 2006 Other Renewables                    Africa
 2007 Other Renewables                    Africa
 2008 Other Renewables                    Africa
 2009 Other Renewables                    Africa
 2010 Other Renewables                    Africa
 2011 Other Renewables                    Africa
 2012 Other Renewables                    Africa
 2013 Other Renewables                    Africa
 2014 Other Renewables                    Africa
 1975 Other Renewables Central and South America
 1976 Other Renewables Central and South America
 1977 Other Renewables Central and South America
 1978 Other Renewables Central and South America
 1979 Other Renewables Central and South America
 1980 Other Renewables Central and South America
 1981 Other Renewables Central and South America
 1982 Other Renewables Central and South America
 1983 Other Renewables Central and South America
 1984 Other Renewables Central and South America
 1985 Other Renewables Central and South America
 1986 Other Renewables Central and South America
 1987 Other Renewables Central and South America
 1988 Other Renewables Central and South America
 1989 Other Renewables Central and South America
 1990 Other Renewables Central and South America
 1991 Other Renewables Central and South America
 1992 Other Renewables Central and South America
 1993 Other Renewables Central and South America
 1994 Other Renewables Central and South America
 1995 Other Renewables Central and South America
 1996 Other Renewables Central and South America
 1997 Other Renewables Central and South America
 1998 Other Renewables Central and South America
 1999 Other Renewables Central and South America
 2000 Other Renewables Central and South America
 2001 Other Renewables Central and South America
 2002 Other Renewables Central and South America
 2003 Other Renewables Central and South America
 2004 Other Renewables Central and South America
 2005 Other Renewables Central and South America
 2006 Other Renewables Central and South America
 2007 Other Renewables Central and South America
 2008 Other Renewables Central and South America
 2009 Other Renewables Central and South America
 2010 Other Renewables Central and South America
 2011 Other Renewables Central and South America
 2012 Other Renewables Central and South America
 2013 Other Renewables Central and South America
 2014 Other Renewables Central and South America
 1989 Other Renewables                   Eurasia
 1990 Other Renewables                   Eurasia
 1991 Other Renewables                   Eurasia
 1992 Other Renewables                   Eurasia
 1993 Other Renewables                   Eurasia
 1994 Other Renewables                   Eurasia
 1995 Other Renewables                   Eurasia
 1996 Other Renewables                   Eurasia
 1997 Other Renewables                   Eurasia
 1998 Other Renewables                   Eurasia
 1999 Other Renewables                   Eurasia
 2000 Other Renewables                   Eurasia
 2001 Other Renewables                   Eurasia
 2002 Other Renewables                   Eurasia
 2003 Other Renewables                   Eurasia
 2004 Other Renewables                   Eurasia
 2005 Other Renewables                   Eurasia
 2006 Other Renewables                   Eurasia
 2007 Other Renewables                   Eurasia
 2008 Other Renewables                   Eurasia
 2009 Other Renewables                   Eurasia
 2010 Other Renewables                   Eurasia
 2011 Other Renewables                   Eurasia
 2012 Other Renewables                   Eurasia
 2013 Other Renewables                   Eurasia
 2014 Other Renewables                   Eurasia
 1990 Other Renewables               Middle East
 1991 Other Renewables               Middle East
 1992 Other Renewables               Middle East
 1993 Other Renewables               Middle East
 1994 Other Renewables               Middle East
 1995 Other Renewables               Middle East
 1996 Other Renewables               Middle East
 1997 Other Renewables               Middle East
 1998 Other Renewables               Middle East
 1999 Other Renewables               Middle East
 2000 Other Renewables               Middle East
 2001 Other Renewables               Middle East
 2002 Other Renewables               Middle East
 2003 Other Renewables               Middle East
 2004 Other Renewables               Middle East
 2005 Other Renewables               Middle East
 2006 Other Renewables               Middle East
 2007 Other Renewables               Middle East
 2008 Other Renewables               Middle East
 2009 Other Renewables               Middle East
 2010 Other Renewables               Middle East
 2011 Other Renewables               Middle East
 2012 Other Renewables               Middle East
 2013 Other Renewables               Middle East
 2014 Other Renewables               Middle East
 1960 Other Renewables             North America
 1961 Other Renewables             North America
 1962 Other Renewables             North America
 1963 Other Renewables             North America
 1964 Other Renewables             North America
 1965 Other Renewables             North America
 1966 Other Renewables             North America
 1967 Other Renewables             North America
 1968 Other Renewables             North America
 1969 Other Renewables             North America
 1970 Other Renewables             North America
 1971 Other Renewables             North America
 1972 Other Renewables             North America
 1973 Other Renewables             North America
 1974 Other Renewables             North America
 1975 Other Renewables             North America
 1976 Other Renewables             North America
 1977 Other Renewables             North America
 1978 Other Renewables             North America
 1979 Other Renewables             North America
 1980 Other Renewables             North America
 1981 Other Renewables             North America
 1982 Other Renewables             North America
 1983 Other Renewables             North America
 1984 Other Renewables             North America
 1985 Other Renewables             North America
 1986 Other Renewables             North America
 1987 Other Renewables             North America
 1988 Other Renewables             North America
 1989 Other Renewables             North America
 1990 Other Renewables             North America
 1991 Other Renewables             North America
 1992 Other Renewables             North America
 1993 Other Renewables             North America
 1994 Other Renewables             North America
 1995 Other Renewables             North America
 1996 Other Renewables             North America
 1997 Other Renewables             North America
 1998 Other Renewables             North America
 1999 Other Renewables             North America
 2000 Other Renewables             North America
 2001 Other Renewables             North America
 2002 Other Renewables             North America
 2003 Other Renewables             North America
 2004 Other Renewables             North America
 2005 Other Renewables             North America
 2006 Other Renewables             North America
 2007 Other Renewables             North America
 2008 Other Renewables             North America
 2009 Other Renewables             North America
 2010 Other Renewables             North America
 2011 Other Renewables             North America
 2012 Other Renewables             North America
 2013 Other Renewables             North America
 2014 Other Renewables             North America
          TJ hydrocarbon
    542522.6        TRUE
    612609.6        TRUE
    653338.2        TRUE
    694323.1        TRUE
    731250.6        TRUE
    780040.2        TRUE
   1047767.6        TRUE
   1130345.2        TRUE
   1276793.3        TRUE
   1201218.8        TRUE
   1251276.7        TRUE
   1435855.0        TRUE
   1370139.9        TRUE
   1474284.8        TRUE
   1572693.8        TRUE
   1526187.5        TRUE
   1590391.7        TRUE
   1735868.4        TRUE
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   2050255.0        TRUE
   1944644.7        TRUE
   1911511.9        TRUE
   1953114.6        TRUE
   2085191.7        TRUE
   2234719.9        TRUE
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   3117059.8        TRUE
   3261806.7        TRUE
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   3064541.1        TRUE
   3396290.5        TRUE
   3803674.3        TRUE
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   4356634.3        TRUE
   4628605.5        TRUE
   5001049.8        TRUE
   5444465.3        TRUE
   6166572.5        TRUE
   9162423.5        TRUE
  10738603.8        TRUE
  12784277.3        TRUE
   9498072.3        TRUE
   9743988.5        TRUE
   9891193.8        TRUE
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  11630329.1        TRUE
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  13052278.2        TRUE
  13424278.1        TRUE
  13911062.8        TRUE
  14600867.0        TRUE
  14884192.9        TRUE
  16182572.0        TRUE
  16701599.6        TRUE
  17846048.9        TRUE
  19339243.6        TRUE
  19784101.8        TRUE
  17925465.4        TRUE
  18641594.5        TRUE
  19708418.8        TRUE
  21054172.0        TRUE
  23219419.9        TRUE
  24290870.4        TRUE
  25233606.4        TRUE
  26317117.7        TRUE
  27439223.0        TRUE
  29004287.1        TRUE
  29807626.9        TRUE
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  31711072.1        TRUE
  32633999.5        TRUE
  34340091.5        TRUE
  36818549.4        TRUE
  37529122.4        TRUE
  41354028.7        TRUE
  42179988.1        TRUE
  41380137.0        TRUE
  43167628.1        TRUE
  46633980.8        TRUE
  50613948.0        TRUE
  56047798.3        TRUE
  61066774.2        TRUE
  71690542.3        TRUE
  77144352.1        TRUE
  82245580.8        TRUE
  85712488.2        TRUE
  91936641.4        TRUE
  98539355.8        TRUE
 105601012.6        TRUE
 102319365.3        TRUE
 104855350.8        TRUE
 104407198.0        TRUE
  11541835.5        TRUE
  11187846.1        TRUE
  11262939.4        TRUE
  11750771.6        TRUE
  11876121.8        TRUE
  12544595.6        TRUE
  12960817.2        TRUE
  13786995.9        TRUE
  13817883.2        TRUE
  13936952.7        TRUE
  14321953.0        TRUE
  14786706.8        TRUE
  15175643.5        TRUE
  16334468.6        TRUE
  14303614.8        TRUE
  13462217.0        TRUE
  13983972.1        TRUE
  13679829.4        TRUE
  12676248.2        TRUE
  10768401.2        TRUE
  12224716.2        TRUE
  10839541.2        TRUE
  12979502.0        TRUE
  12810097.7        TRUE
  13897580.1        TRUE
  13682553.5        TRUE
  11404694.1        TRUE
  14971109.7        TRUE
  14817605.4        TRUE
  15970460.2        TRUE
  14689827.3        TRUE
  13380942.3        TRUE
  12187207.1        TRUE
  12315081.5        TRUE
  13139400.9        TRUE
  13569486.1        TRUE
  14166080.2        TRUE
  15524775.6        TRUE
  15467323.5        TRUE
  15422354.8        TRUE
  16408162.4        TRUE
  16123726.0        TRUE
  16393162.3        TRUE
  16527403.3        TRUE
  14738300.3        TRUE
   9210331.0        TRUE
  12519223.1        TRUE
  13727554.8        TRUE
  15013528.9        TRUE
  16218013.3        TRUE
  16831386.3        TRUE
  17752207.3        TRUE
  18381158.6        TRUE
  18581786.6        TRUE
  18867830.5        TRUE
  19423310.7        TRUE
  19806665.1        TRUE
  20058661.1        TRUE
  20056360.1        TRUE
  20099762.3        TRUE
  20147902.2        TRUE
  20432723.8        TRUE
  20706827.9        TRUE
  20967451.8        TRUE
  21380230.7        TRUE
  20862270.0        TRUE
  20184940.9        TRUE
  19383804.4        TRUE
  19339146.3        TRUE
  19120298.1        TRUE
  19277109.6        TRUE
  19233693.8        TRUE
  18324573.7        TRUE
  18412563.8        TRUE
  17898503.3        TRUE
  18756036.7        TRUE
  18921004.2        TRUE
  19000013.3        TRUE
  19248902.5        TRUE
  19775289.8        TRUE
  16889642.5        TRUE
  16639473.4        TRUE
  17379441.8        TRUE
  17359615.8        TRUE
  15990345.1        TRUE
  17295509.8        TRUE
  17639822.6        TRUE
  17387999.1        TRUE
  17114817.9        TRUE
  16693829.5        TRUE
  15138751.8        TRUE
   9989338.8        TRUE
   9192076.5        TRUE
   8583905.0        TRUE
   7932560.7        TRUE
   7629427.3        TRUE
   8066322.7        TRUE
   7961018.1        TRUE
   7226227.3        TRUE
   7057083.9        TRUE
   6553467.9        TRUE
   6638109.1        TRUE
   6519887.8        TRUE
   6443586.0        TRUE
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   5999009.0        TRUE
   6006530.3        TRUE
   6088731.1        TRUE
   5961124.6        TRUE
   5671044.0        TRUE
   5492603.6        TRUE
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   4853477.1        TRUE
     24048.3        TRUE
     40355.5        TRUE
     60157.1        TRUE
     81631.5        TRUE
     92145.9        TRUE
    106125.0        TRUE
    121181.4        TRUE
    133729.2        TRUE
    138707.2        TRUE
    159194.3        TRUE
    180128.3        TRUE
    174431.2        TRUE
    184905.3        TRUE
    202474.0        TRUE
    199323.0        TRUE
    202256.3        TRUE
    239171.4        TRUE
    258529.1        TRUE
    247605.0        TRUE
    256813.7        TRUE
    286392.4        TRUE
    284684.5        TRUE
    243230.1        TRUE
    296618.4        TRUE
    312798.8        TRUE
    328502.7        TRUE
    352617.3        TRUE
    346217.7        TRUE
    352241.2        TRUE
    360099.7        TRUE
    338961.3        TRUE
    294320.6        TRUE
    263316.7        TRUE
    283375.8        TRUE
    325332.9        TRUE
    360872.5        TRUE
    392111.5        TRUE
    422074.8        TRUE
    442578.5        TRUE
    456984.3        TRUE
    478973.6        TRUE
    514732.4        TRUE
    565504.6        TRUE
    575527.0        TRUE
    639199.7        TRUE
    648420.7        TRUE
    655436.1        TRUE
    649913.7        TRUE
    670417.4        TRUE
    714425.0        TRUE
    747356.4        TRUE
    757759.0        TRUE
    802671.3        TRUE
    827560.2        TRUE
    849275.4        TRUE
    940331.6        TRUE
    984602.2        TRUE
   1023765.2        TRUE
   1066368.2        TRUE
   1049507.6        TRUE
    982280.7        TRUE
   1093549.2        TRUE
   1126458.1        TRUE
   1152049.9        TRUE
   1222281.5        TRUE
   1325374.1        TRUE
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   1331026.8        TRUE
   1393704.7        TRUE
   1413427.2        TRUE
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   1579455.0        TRUE
   1570846.3        TRUE
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   1760300.9        TRUE
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   2240024.9        TRUE
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   2684587.9        TRUE
   2744057.4        TRUE
   3069974.8        TRUE
   3174828.2        TRUE
   3290499.5        TRUE
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   3907822.4        TRUE
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     10798.4        TRUE
     18657.2        TRUE
     21673.0        TRUE
     24982.4        TRUE
     23518.5        TRUE
     25142.5        TRUE
     29305.8        TRUE
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     40033.1        TRUE
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     40223.7        TRUE
     43369.5        TRUE
     52571.5        TRUE
     58812.4        TRUE
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     60150.6        TRUE
     49414.0        TRUE
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     46748.9        TRUE
     50307.7        TRUE
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     55804.0        TRUE
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     59426.6        TRUE
     47075.0        TRUE
     44329.8        TRUE
     62657.3        TRUE
     77268.4        TRUE
     87422.8        TRUE
     83424.0        TRUE
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     91501.5        TRUE
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    104875.1        TRUE
    106651.9        TRUE
    123805.4        TRUE
    132435.8        TRUE
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    162612.1        TRUE
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    187846.2        TRUE
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    198528.3        TRUE
    208294.5        TRUE
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    223172.3        TRUE
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    264432.2        TRUE
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    278000.3        TRUE
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    339139.8        TRUE
    404084.0        TRUE
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    225686.3        TRUE
    240226.8        TRUE
    250290.6        TRUE
    275392.5        TRUE
    330908.3        TRUE
    389441.7        TRUE
    430239.7        TRUE
    489507.1        TRUE
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    684592.7        TRUE
    711957.5        TRUE
    721652.4        TRUE
    723249.6        TRUE
    778444.3        TRUE
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   1095990.1        TRUE
   1189320.7        TRUE
   1140308.8        TRUE
   1317896.9        TRUE
   1437107.5        TRUE
   1316321.2        TRUE
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   8781143.1        TRUE
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  17174421.1        TRUE
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  21807408.3        TRUE
  22264732.5        TRUE
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  32725955.3        TRUE
  31464583.2        TRUE
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  32799492.1        TRUE
  34205634.1        TRUE
  35414324.2        TRUE
  38024848.5        TRUE
  41029379.4        TRUE
  44928220.6        TRUE
        21.6       FALSE
       608.4       FALSE
      1382.4       FALSE
      1767.6       FALSE
      2739.6       FALSE
      3614.4       FALSE
      4298.4       FALSE
      4518.0       FALSE
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    594646.2       FALSE
    732977.6       FALSE
   1000471.3       FALSE
   1233431.3       FALSE
   1453757.1       FALSE
   1660966.3       FALSE
        43.2       FALSE
        72.0       FALSE
        75.6       FALSE
        50.4       FALSE
        25.2       FALSE
        68.4       FALSE
        72.0       FALSE
        90.0       FALSE
        97.2       FALSE
       111.6       FALSE
       151.2       FALSE
       183.6       FALSE
       212.4       FALSE
       216.0       FALSE
       205.2       FALSE
       190.8       FALSE
       180.0       FALSE
       273.6       FALSE
       262.8       FALSE
       295.2       FALSE
       334.8       FALSE
        90.0       FALSE
       730.8       FALSE
      1756.8       FALSE
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      3214.8       FALSE
      3272.4       FALSE
      1004.4       FALSE
       331.2       FALSE
       860.4       FALSE
      2419.2       FALSE
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      5706.0       FALSE
      6620.4       FALSE
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      6692.4       FALSE
      6404.4       FALSE
      6523.2       FALSE
      6948.0       FALSE
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      7574.4       FALSE
      8251.2       FALSE
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      8737.2       FALSE
      9097.2       FALSE
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     49888.8       FALSE
     48711.6       FALSE
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     50040.0       FALSE
     51217.2       FALSE
     55368.0       FALSE
     63259.2       FALSE
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     67582.1       FALSE
     90648.0       FALSE
     98654.4       FALSE
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    427671.9       FALSE
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      2331.1       FALSE
      2704.5       FALSE
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      4884.3       FALSE
      4819.5       FALSE
      4754.7       FALSE
      4054.5       FALSE
      3708.9       FALSE
      4180.9       FALSE
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      5110.0       FALSE
      5963.2       FALSE
      6733.3       FALSE
      9138.1       FALSE
     10294.1       FALSE
      9847.7       FALSE
     11874.5       FALSE
     13801.5       FALSE
     13815.9       FALSE
     16713.9       FALSE
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     24145.2       FALSE
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     24256.3       FALSE
     28351.6       FALSE
     30792.3       FALSE
       259.2       FALSE
      1008.0       FALSE
      1440.0       FALSE
      1407.6       FALSE
      1411.2       FALSE
     94632.9       FALSE
    105610.1       FALSE
    143573.2       FALSE
    188998.6       FALSE
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    302530.4       FALSE
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    278372.9       FALSE
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    886108.8       FALSE
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   1069473.2       FALSE
   1183977.2       FALSE
        93.6       FALSE
        97.2       FALSE
       104.4       FALSE
      6771.6       FALSE
      6422.4       FALSE
      5904.0       FALSE
      5814.0       FALSE
      5724.0       FALSE
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      9439.2       FALSE
     10792.8       FALSE
     10922.4       FALSE
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      9056.2       FALSE
     12822.3       FALSE
     14079.1       FALSE
     12910.7       FALSE
     18364.9       FALSE
     23427.6       FALSE
     25550.3       FALSE
     27315.7       FALSE
     31981.8       FALSE
     31770.0       FALSE
     37343.1       FALSE
         3.6       FALSE
         3.6       FALSE
         3.6       FALSE
         3.6       FALSE
         3.6       FALSE
         3.6       FALSE
         3.6       FALSE
        10.8       FALSE
        10.8       FALSE
        10.8       FALSE
       144.0       FALSE
       169.2       FALSE
       176.4       FALSE
       172.8       FALSE
       241.2       FALSE
       324.0       FALSE
       518.4       FALSE
       594.0       FALSE
       781.2       FALSE
      1159.2       FALSE
      1299.0       FALSE
      2302.3       FALSE
      2712.0       FALSE
      3850.7       FALSE
      5275.7       FALSE
       118.8       FALSE
       338.4       FALSE
       360.0       FALSE
       604.8       FALSE
       734.4       FALSE
       680.4       FALSE
       676.8       FALSE
      1137.6       FALSE
      1569.6       FALSE
      2214.0       FALSE
      1893.6       FALSE
      1976.4       FALSE
      5234.4       FALSE
      7624.8       FALSE
     10537.2       FALSE
     13453.2       FALSE
     14997.6       FALSE
     14965.2       FALSE
     12873.6       FALSE
     19461.6       FALSE
     27386.1       FALSE
     38216.9       FALSE
     48551.7       FALSE
     68488.1       FALSE
     84948.9       FALSE
     99646.9       FALSE
    117010.0       FALSE
    133203.1       FALSE
    134737.2       FALSE
    302056.1       FALSE
    337443.3       FALSE
    373434.4       FALSE
    402533.5       FALSE
    426647.9       FALSE
    441508.2       FALSE
    440942.8       FALSE
    411692.6       FALSE
    444347.8       FALSE
    456346.1       FALSE
    476500.8       FALSE
    500629.9       FALSE
    506253.6       FALSE
    573599.3       FALSE
    635052.0       FALSE
    698345.9       FALSE
    765360.3       FALSE
    894519.1       FALSE
   1099738.8       FALSE
   1414756.7       FALSE
   1615041.0       FALSE
   1891192.1       FALSE
   2151908.9       FALSE
   2180984.0       FALSE
   2365121.4       FALSE
   2562705.2       FALSE

count

count(x) counts the number of combinations that occur and returns a data frame.

count(x,c)

output

 c n
 A 2
 B 7
 C 1
count(x,a,c)

output

 a c n
 a B 1
 b B 1
 c B 1
 d A 1
 e B 1
 f A 1
 g B 1
 h B 1
 i B 1
 j C 1
count(energy,source,region)

output

           source                    region   n
             Coal                    Africa 115
             Coal          Asia and Oceania 115
             Coal Central and South America 115
             Coal                   Eurasia 115
             Coal                    Europe 115
             Coal               Middle East  76
             Coal             North America 115
              Gas                    Africa  69
              Gas          Asia and Oceania  93
              Gas Central and South America  86
              Gas                   Eurasia  93
              Gas                    Europe  93
              Gas               Middle East  60
              Gas             North America 115
            Hydro                    Africa  85
            Hydro          Asia and Oceania 101
            Hydro Central and South America 111
            Hydro                   Eurasia  91
            Hydro                    Europe 115
            Hydro               Middle East  68
            Hydro             North America 115
          Nuclear                    Africa  31
          Nuclear          Asia and Oceania  52
          Nuclear Central and South America  49
          Nuclear                   Eurasia  49
          Nuclear                    Europe  59
          Nuclear               Middle East   4
          Nuclear             North America  58
              Oil                    Africa 104
              Oil          Asia and Oceania 115
              Oil Central and South America 115
              Oil                   Eurasia 115
              Oil                    Europe 115
              Oil               Middle East 105
              Oil             North America 115
 Other Renewables                    Africa  35
 Other Renewables          Asia and Oceania  56
 Other Renewables Central and South America  40
 Other Renewables                   Eurasia  26
 Other Renewables                    Europe  99
 Other Renewables               Middle East  25
 Other Renewables             North America  55
count(energy,source,TJ)

output

           source          TJ n
             Coal       644.8 1
             Coal      2022.2 1
             Coal      2198.1 1
             Coal      2403.2 1
             Coal      2637.7 1
             Coal      2696.3 1
             Coal      2930.8 2
             Coal      4396.1 3
             Coal      4542.7 1
             Coal      4982.3 2
             Coal      5158.1 1
             Coal      5392.6 1
             Coal      5509.8 1
             Coal      5568.4 1
             Coal      5802.9 1
             Coal      5861.5 2
             Coal      6008.1 1
             Coal      6682.1 1
             Coal      6740.7 1
             Coal      6945.9 1
             Coal      7180.4 1
             Coal      8030.3 1
             Coal      8352.7 2
             Coal      8499.2 1
             Coal     10798.4 1
             Coal     11312.7 1
             Coal     14360.7 1
             Coal     15533.0 1
             Coal     17584.6 1
             Coal     18657.2 1
             Coal     19373.7 1
             Coal     21673.0 1
             Coal     23518.5 1
             Coal     23936.7 1
             Coal     24048.3 1
             Coal     24798.3 1
             Coal     24909.0 1
             Coal     24982.4 1
             Coal     25138.4 1
             Coal     25142.5 1
             Coal     25310.1 1
             Coal     25408.2 1
             Coal     26376.8 4
             Coal     26818.7 1
             Coal     26874.1 1
             Coal     28032.4 1
             Coal     28155.1 1
             Coal     28253.2 1
             Coal     28396.3 1
             Coal     28743.7 1
             Coal     28841.6 1
             Coal     28920.6 2
             Coal     29305.8 1
             Coal     29307.6 2
             Coal     29522.7 1
             Coal     29528.5 1
             Coal     29675.6 1
             Coal     30166.0 1
             Coal     30257.0 1
             Coal     30444.4 1
             Coal     31080.9 1
             Coal     31179.8 1
             Coal     33212.0 1
             Coal     34319.1 1
             Coal     34346.8 1
             Coal     34651.2 1
             Coal     34872.6 1
             Coal     34928.0 1
             Coal     35169.1 1
             Coal     35786.0 1
             Coal     36307.4 1
             Coal     36632.8 1
             Coal     38161.4 1
             Coal     38995.2 1
             Coal     40033.1 1
             Coal     40223.7 1
             Coal     40355.5 1
             Coal     40491.3 1
             Coal     40834.6 1
             Coal     43369.5 1
             Coal     44329.8 1
             Coal     44353.2 1
             Coal     45619.2 1
             Coal     46662.1 1
             Coal     46748.9 1
             Coal     47075.0 1
             Coal     49414.0 1
             Coal     50307.7 1
             Coal     52571.5 1
             Coal     54708.5 1
             Coal     55681.8 1
             Coal     55804.0 1
             Coal     56343.8 1
             Coal     57258.6 1
             Coal     58791.9 1
             Coal     58812.4 1
             Coal     59426.6 1
             Coal     60150.6 1
             Coal     60157.1 1
             Coal     61942.7 1
             Coal     62003.9 1
             Coal     62657.3 1
             Coal     77268.4 1
             Coal     81631.5 1
             Coal     83424.0 1
             Coal     86778.4 1
             Coal     87422.8 1
             Coal     90547.7 1
             Coal     91501.5 1
             Coal     92145.9 1
             Coal    104875.1 1
             Coal    106125.0 1
             Coal    106651.9 1
             Coal    121181.4 1
             Coal    122706.5 1
             Coal    123805.4 1
             Coal    126318.6 1
             Coal    128617.1 1
             Coal    129410.8 1
             Coal    130575.2 1
             Coal    132370.5 1
             Coal    132435.8 1
             Coal    133729.2 1
             Coal    138707.2 1
             Coal    145087.4 1
             Coal    148583.7 1
             Coal    150061.3 1
             Coal    155352.8 1
             Coal    159194.3 1
             Coal    162612.1 1
             Coal    169654.1 1
             Coal    174431.2 1
             Coal    176239.8 1
             Coal    177149.5 1
             Coal    180128.3 1
             Coal    181862.8 1
             Coal    184905.3 1
             Coal    185219.8 1
             Coal    186972.8 1
             Coal    187846.2 1
             Coal    198528.3 1
             Coal    199323.0 1
             Coal    202256.3 1
             Coal    202474.0 1
             Coal    203803.6 1
             Coal    206098.1 1
             Coal    208294.5 1
             Coal    215199.8 1
             Coal    218752.6 1
             Coal    218816.2 1
             Coal    223172.3 1
             Coal    225686.3 1
             Coal    239171.4 1
             Coal    240226.8 1
             Coal    243230.1 1
             Coal    247522.7 1
             Coal    247605.0 1
             Coal    248423.9 1
             Coal    248638.3 1
             Coal    250290.6 1
             Coal    256813.7 1
             Coal    258529.1 1
             Coal    263316.7 1
             Coal    264432.2 1
             Coal    266516.6 1
             Coal    266930.9 1
             Coal    270073.7 1
             Coal    275392.5 1
             Coal    278000.3 1
             Coal    278547.5 1
             Coal    281457.0 1
             Coal    283375.8 1
             Coal    284684.5 1
             Coal    286392.4 1
             Coal    294320.6 1
             Coal    295247.8 1
             Coal    296618.4 1
             Coal    298970.4 1
             Coal    312798.8 1
             Coal    325332.9 1
             Coal    328502.7 1
             Coal    330908.3 1
             Coal    338961.3 1
             Coal    339139.8 1
             Coal    346217.7 1
             Coal    352241.2 1
             Coal    352617.3 1
             Coal    360099.7 1
             Coal    360872.5 1
             Coal    371660.3 1
             Coal    377926.4 1
             Coal    389441.7 1
             Coal    389922.0 1
             Coal    392111.5 1
             Coal    397403.8 1
             Coal    398876.0 1
             Coal    404084.0 1
             Coal    407106.0 1
             Coal    422074.8 1
             Coal    430239.7 1
             Coal    442578.5 1
             Coal    450572.7 1
             Coal    451389.1 1
             Coal    456984.3 1
             Coal    473259.5 1
             Coal    478973.6 1
             Coal    489507.1 1
             Coal    504699.0 1
             Coal    514732.4 1
             Coal    524377.0 1
             Coal    542522.6 1
             Coal    565504.6 1
             Coal    575527.0 1
             Coal    576531.5 1
             Coal    590892.2 1
             Coal    609466.3 1
             Coal    612609.6 1
             Coal    624367.5 1
             Coal    627505.0 1
             Coal    639199.7 1
             Coal    647234.5 1
             Coal    648420.7 1
             Coal    649913.7 1
             Coal    651780.7 1
             Coal    653338.2 1
             Coal    655436.1 1
             Coal    669346.8 1
             Coal    670417.4 1
             Coal    684592.7 1
             Coal    688777.4 1
             Coal    694323.1 1
             Coal    711957.5 1
             Coal    714425.0 1
             Coal    721652.4 1
             Coal    723249.6 1
             Coal    731250.6 1
             Coal    742671.5 1
             Coal    747356.4 1
             Coal    754616.2 1
             Coal    757759.0 1
             Coal    763663.0 1
             Coal    763965.5 1
             Coal    776185.6 1
             Coal    778444.3 1
             Coal    780040.2 1
             Coal    802671.3 1
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          Nuclear        21.8 1
          Nuclear        32.7 1
          Nuclear       109.1 1
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          Nuclear  10472475.7 1
          Nuclear  10587218.9 1
              Oil        41.9 1
              Oil       125.6 1
              Oil       544.3 1
              Oil      1172.3 1
              Oil      1256.0 1
              Oil      1339.8 1
              Oil      1549.1 1
              Oil      1591.0 1
              Oil      1632.9 2
              Oil      1842.2 1
              Oil      2093.4 1
              Oil      2470.2 1
              Oil      2972.6 1
              Oil      3433.2 1
              Oil      4186.8 2
              Oil      5359.1 1
              Oil      5777.8 1
              Oil      6238.3 1
              Oil      6447.7 1
              Oil      6908.2 1
              Oil      7285.0 3
              Oil      7620.0 2
              Oil      7661.8 2
              Oil      7787.4 1
              Oil      8038.7 1
              Oil      8331.7 1
              Oil      9294.7 1
              Oil      9420.3 1
              Oil      9587.8 1
              Oil      9964.6 1
              Oil     10048.3 1
              Oil     11262.5 1
              Oil     11388.1 1
              Oil     11513.7 1
              Oil     11639.3 1
              Oil     11848.6 1
              Oil     12016.1 1
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              Oil     12769.7 1
              Oil     15407.4 1
              Oil     15993.6 1
              Oil     16454.1 1
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              Oil     23069.3 1
              Oil     23822.9 1
              Oil     26586.2 1
              Oil     27172.3 1
              Oil     27381.7 1
              Oil     28093.4 1
              Oil     29684.4 1
              Oil     31484.7 1
              Oil     32782.6 1
              Oil     36174.0 1
              Oil     37262.5 2
              Oil     37806.8 1
              Oil     38183.6 1
              Oil     39104.7 1
              Oil     41533.1 1
              Oil     47059.6 1
              Oil     48190.1 1
              Oil     48315.7 1
              Oil     49697.3 1
              Oil     51372.0 1
              Oil     52628.1 1
              Oil     53800.4 1
              Oil     54009.7 1
              Oil     55977.5 1
              Oil     56647.4 1
              Oil     56856.7 1
              Oil     57317.3 1
              Oil     58950.1 1
              Oil     60792.3 1
              Oil     64225.5 1
              Oil     65607.2 1
              Oil     68914.7 1
              Oil     74190.1 1
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              Oil     75362.4 1
              Oil     75781.1 1
              Oil     77246.5 1
              Oil     78209.4 1
              Oil     78921.2 1
              Oil     79298.0 2
              Oil     79800.4 1
              Oil     82814.9 1
              Oil     82856.8 1
              Oil     83108.0 1
              Oil     87378.5 1
              Oil     90476.7 1
              Oil     92947.0 1
              Oil     93156.3 1
              Oil     96547.6 1
              Oil     99017.8 1
              Oil     99185.3 1
              Oil     99897.0 1
              Oil    100106.4 1
              Oil    100650.7 1
              Oil    101111.2 1
              Oil    103162.8 1
              Oil    104628.1 1
              Oil    106302.9 1
              Oil    108773.1 1
              Oil    110908.3 1
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 Other Renewables         3.6 7
 Other Renewables        10.8 3
 Other Renewables        21.6 1
 Other Renewables        25.2 1
 Other Renewables        43.2 1
 Other Renewables        50.4 1
 Other Renewables        68.4 1
 Other Renewables        72.0 2
 Other Renewables        75.6 1
 Other Renewables        90.0 2
 Other Renewables        93.6 1
 Other Renewables        97.2 2
 Other Renewables       104.4 1
 Other Renewables       111.6 1
 Other Renewables       118.8 1
 Other Renewables       144.0 1
 Other Renewables       151.2 1
 Other Renewables       169.2 1
 Other Renewables       172.8 1
 Other Renewables       176.4 1
 Other Renewables       180.0 1
 Other Renewables       183.6 1
 Other Renewables       190.8 1
 Other Renewables       205.2 1
 Other Renewables       212.4 1
 Other Renewables       216.0 1
 Other Renewables       241.2 1
 Other Renewables       259.2 1
 Other Renewables       262.8 1
 Other Renewables       273.6 1
 Other Renewables       295.2 1
 Other Renewables       324.0 1
 Other Renewables       331.2 1
 Other Renewables       334.8 1
 Other Renewables       338.4 1
 Other Renewables       360.0 1
 Other Renewables       518.4 1
 Other Renewables       594.0 1
 Other Renewables       604.8 1
 Other Renewables       608.4 1
 Other Renewables       676.8 1
 Other Renewables       680.4 1
 Other Renewables       730.8 1
 Other Renewables       734.4 1
 Other Renewables       781.2 1
 Other Renewables       860.4 1
 Other Renewables      1004.4 1
 Other Renewables      1008.0 1
 Other Renewables      1137.6 1
 Other Renewables      1159.2 1
 Other Renewables      1214.9 1
 Other Renewables      1299.0 1
 Other Renewables      1368.6 1
 Other Renewables      1382.4 1
 Other Renewables      1407.6 1
 Other Renewables      1411.2 1
 Other Renewables      1440.0 1
 Other Renewables      1569.6 1
 Other Renewables      1706.3 1
 Other Renewables      1756.8 1
 Other Renewables      1767.6 1
 Other Renewables      1893.6 1
 Other Renewables      1929.6 1
 Other Renewables      1976.4 1
 Other Renewables      2214.0 1
 Other Renewables      2302.3 1
 Other Renewables      2331.1 1
 Other Renewables      2336.4 1
 Other Renewables      2411.4 1
 Other Renewables      2419.2 1
 Other Renewables      2704.5 1
 Other Renewables      2712.0 1
 Other Renewables      2726.4 1
 Other Renewables      2739.6 1
 Other Renewables      2746.8 1
 Other Renewables      2840.2 1
 Other Renewables      2878.7 1
 Other Renewables      3157.2 1
 Other Renewables      3214.8 1
 Other Renewables      3272.4 1
 Other Renewables      3614.4 1
 Other Renewables      3708.9 1
 Other Renewables      3801.6 1
 Other Renewables      3850.7 1
 Other Renewables      4054.5 1
 Other Renewables      4180.9 1
 Other Renewables      4298.4 1
 Other Renewables      4500.0 1
 Other Renewables      4518.0 1
 Other Renewables      4600.8 1
 Other Renewables      4754.7 1
 Other Renewables      4767.7 1
 Other Renewables      4819.5 1
 Other Renewables      4884.3 1
 Other Renewables      5036.4 1
 Other Renewables      5110.0 1
 Other Renewables      5115.6 1
 Other Renewables      5119.2 1
 Other Renewables      5144.4 1
 Other Renewables      5198.4 1
 Other Renewables      5234.4 1
 Other Renewables      5275.7 1
 Other Renewables      5306.4 1
 Other Renewables      5349.6 1
 Other Renewables      5641.2 1
 Other Renewables      5655.6 1
 Other Renewables      5706.0 1
 Other Renewables      5724.0 1
 Other Renewables      5814.0 1
 Other Renewables      5857.2 1
 Other Renewables      5904.0 2
 Other Renewables      5963.2 1
 Other Renewables      6404.4 1
 Other Renewables      6422.4 1
 Other Renewables      6523.2 1
 Other Renewables      6526.8 1
 Other Renewables      6620.4 1
 Other Renewables      6692.4 1
 Other Renewables      6733.3 1
 Other Renewables      6768.0 1
 Other Renewables      6771.6 2
 Other Renewables      6948.0 1
 Other Renewables      6969.6 1
 Other Renewables      7484.4 1
 Other Renewables      7574.4 1
 Other Renewables      7624.8 1
 Other Renewables      7642.8 1
 Other Renewables      8233.2 1
 Other Renewables      8251.2 1
 Other Renewables      8445.6 1
 Other Renewables      8737.2 1
 Other Renewables      9003.6 1
 Other Renewables      9014.4 1
 Other Renewables      9036.0 1
 Other Renewables      9043.2 1
 Other Renewables      9056.2 1
 Other Renewables      9061.2 1
 Other Renewables      9097.2 1
 Other Renewables      9138.1 1
 Other Renewables      9151.2 1
 Other Renewables      9176.4 1
 Other Renewables      9273.6 1
 Other Renewables      9374.4 1
 Other Renewables      9381.6 1
 Other Renewables      9396.0 1
 Other Renewables      9439.2 1
 Other Renewables      9478.8 1
 Other Renewables      9633.6 1
 Other Renewables      9698.4 1
 Other Renewables      9847.7 1
 Other Renewables      9853.2 1
 Other Renewables      9961.2 1
 Other Renewables     10294.1 1
 Other Renewables     10537.2 1
 Other Renewables     10792.8 1
 Other Renewables     10922.4 1
 Other Renewables     11874.5 1
 Other Renewables     12822.3 1
 Other Renewables     12873.6 1
 Other Renewables     12910.7 1
 Other Renewables     13453.2 1
 Other Renewables     13801.5 1
 Other Renewables     13815.9 1
 Other Renewables     14079.1 1
 Other Renewables     14965.2 1
 Other Renewables     14997.6 1
 Other Renewables     15795.2 1
 Other Renewables     16713.9 1
 Other Renewables     17451.2 1
 Other Renewables     17652.2 1
 Other Renewables     18364.9 1
 Other Renewables     19000.4 1
 Other Renewables     19461.6 1
 Other Renewables     19749.6 1
 Other Renewables     23427.6 1
 Other Renewables     24145.2 1
 Other Renewables     24256.3 1
 Other Renewables     25418.2 1
 Other Renewables     25550.3 1
 Other Renewables     27315.7 1
 Other Renewables     27386.1 1
 Other Renewables     28351.6 1
 Other Renewables     30792.3 1
 Other Renewables     31770.0 1
 Other Renewables     31981.8 1
 Other Renewables     37343.1 1
 Other Renewables     38216.9 1
 Other Renewables     46371.6 1
 Other Renewables     48551.7 1
 Other Renewables     48711.6 1
 Other Renewables     48808.8 1
 Other Renewables     49888.8 1
 Other Renewables     50040.0 1
 Other Renewables     51217.2 1
 Other Renewables     54505.4 1
 Other Renewables     55368.0 1
 Other Renewables     60585.1 1
 Other Renewables     63259.2 1
 Other Renewables     64490.4 1
 Other Renewables     66406.7 1
 Other Renewables     67582.1 1
 Other Renewables     68488.1 1
 Other Renewables     70335.0 1
 Other Renewables     74115.0 1
 Other Renewables     77914.8 1
 Other Renewables     82170.0 1
 Other Renewables     84948.9 1
 Other Renewables     85834.8 1
 Other Renewables     86479.2 1
 Other Renewables     87059.2 1
 Other Renewables     87453.0 1
 Other Renewables     90648.0 1
 Other Renewables     93654.0 1
 Other Renewables     94632.9 1
 Other Renewables     97319.2 1
 Other Renewables     98654.4 1
 Other Renewables     99646.9 1
 Other Renewables    105610.1 1
 Other Renewables    107135.7 1
 Other Renewables    117010.0 1
 Other Renewables    118285.6 1
 Other Renewables    118903.5 1
 Other Renewables    124585.6 1
 Other Renewables    132386.7 1
 Other Renewables    133203.1 1
 Other Renewables    134737.2 1
 Other Renewables    135608.9 1
 Other Renewables    143573.2 1
 Other Renewables    144041.9 1
 Other Renewables    146383.4 1
 Other Renewables    155288.2 1
 Other Renewables    162509.8 1
 Other Renewables    181124.7 1
 Other Renewables    185670.0 1
 Other Renewables    188998.6 1
 Other Renewables    191484.1 1
 Other Renewables    209981.4 1
 Other Renewables    220562.0 1
 Other Renewables    234898.4 1
 Other Renewables    235775.4 1
 Other Renewables    245230.5 1
 Other Renewables    253885.2 1
 Other Renewables    262127.9 1
 Other Renewables    266814.3 1
 Other Renewables    271704.2 1
 Other Renewables    272712.0 1
 Other Renewables    277047.2 1
 Other Renewables    278372.9 1
 Other Renewables    279142.5 1
 Other Renewables    281754.7 1
 Other Renewables    289175.9 1
 Other Renewables    301428.1 1
 Other Renewables    302056.1 1
 Other Renewables    302530.4 1
 Other Renewables    305046.4 1
 Other Renewables    305465.5 1
 Other Renewables    310650.4 1
 Other Renewables    310808.6 1
 Other Renewables    327295.0 1
 Other Renewables    337443.3 1
 Other Renewables    339214.7 1
 Other Renewables    344700.7 1
 Other Renewables    344827.0 1
 Other Renewables    350999.4 1
 Other Renewables    359697.3 1
 Other Renewables    373434.4 1
 Other Renewables    377267.6 1
 Other Renewables    388752.4 1
 Other Renewables    390787.7 1
 Other Renewables    396400.7 1
 Other Renewables    402533.5 1
 Other Renewables    411692.6 1
 Other Renewables    426647.9 1
 Other Renewables    427671.9 1
 Other Renewables    434027.2 1
 Other Renewables    440942.8 1
 Other Renewables    441508.2 1
 Other Renewables    444347.8 1
 Other Renewables    456346.1 1
 Other Renewables    476500.8 1
 Other Renewables    488914.4 1
 Other Renewables    499808.2 1
 Other Renewables    500629.9 1
 Other Renewables    502866.5 1
 Other Renewables    506253.6 1
 Other Renewables    573599.3 1
 Other Renewables    594646.2 1
 Other Renewables    609425.9 1
 Other Renewables    635052.0 1
 Other Renewables    646446.6 1
 Other Renewables    698345.9 1
 Other Renewables    726730.7 1
 Other Renewables    732977.6 1
 Other Renewables    765360.3 1
 Other Renewables    802045.6 1
 Other Renewables    836018.6 1
 Other Renewables    886108.8 1
 Other Renewables    892576.6 1
 Other Renewables    894519.1 1
 Other Renewables    931354.8 1
 Other Renewables    948024.7 1
 Other Renewables   1000471.3 1
 Other Renewables   1069473.2 1
 Other Renewables   1071624.2 1
 Other Renewables   1099738.8 1
 Other Renewables   1183977.2 1
 Other Renewables   1233431.3 1
 Other Renewables   1236450.5 1
 Other Renewables   1414756.7 1
 Other Renewables   1419688.0 1
 Other Renewables   1453757.1 1
 Other Renewables   1612361.8 1
 Other Renewables   1615041.0 1
 Other Renewables   1660966.3 1
 Other Renewables   1828267.2 1
 Other Renewables   1891192.1 1
 Other Renewables   2047613.0 1
 Other Renewables   2151908.9 1
 Other Renewables   2180984.0 1
 Other Renewables   2312971.3 1
 Other Renewables   2365121.4 1
 Other Renewables   2487293.2 1
 Other Renewables   2562705.2 1

Helper functions

dplyr provides a large number of useful functions for manipulating individual variables. These include lead, lag, na_if, coalesce, if_else, recode, and case_when. We’ll see examples of these as time goes on.

In addition, two functions are not in dplyr (but really should be, since they’re so useful): plyr::mapvalues and plyr::revalue.

plyr::revalue allows you to change one or more of the levels of a factor without worrying about how the factors are coded.

plyr::mapvalues does the same, but works on vectors of any type.

dplyr::recode is similar, but with a slightly different syntax.

mutate(
  energy,
  region=plyr::revalue(
                 region,
                 c(
                   `Asia and Oceania`="Asia",
                   `Central and South America`="Latin.America"
                 )
               )
) -> z
head(z)

output

 year source region       TJ
 1900   Coal   Asia 542522.6
 1901   Coal   Asia 612609.6
 1902   Coal   Asia 653338.2
 1903   Coal   Asia 694323.1
 1904   Coal   Asia 731250.6
 1905   Coal   Asia 780040.2
mutate(
  energy,
  source=plyr::mapvalues(
                 source,
                 from=c("Coal","Gas","Oil"),
                 to=c("Carbon","Carbon","Carbon")
               )
) -> z
head(z)

output

 year source           region       TJ
 1900 Carbon Asia and Oceania 542522.6
 1901 Carbon Asia and Oceania 612609.6
 1902 Carbon Asia and Oceania 653338.2
 1903 Carbon Asia and Oceania 694323.1
 1904 Carbon Asia and Oceania 731250.6
 1905 Carbon Asia and Oceania 780040.2
mutate(
  energy,
  source=recode(
    source,
    Coal="Carbon",
    Gas="Carbon",
    Oil="Carbon"
  )
) -> z
head(z)

output

 year source           region       TJ
 1900 Carbon Asia and Oceania 542522.6
 1901 Carbon Asia and Oceania 612609.6
 1902 Carbon Asia and Oceania 653338.2
 1903 Carbon Asia and Oceania 694323.1
 1904 Carbon Asia and Oceania 731250.6
 1905 Carbon Asia and Oceania 780040.2

Grouping

We very commonly want to split a data set into groups based on some criterion, apply some operation to each group, and then recombine the results. dplyr provides the group_by and ungroup operations to accomplish this. For example:

group_by(energy,source) -> z
summarize(z,TJ=mean(TJ))

output

# A tibble: 6 × 2
  source                 TJ
  <chr>               <dbl>
1 Coal             8718980.
2 Gas              6950465.
3 Hydro             637220.
4 Nuclear          2694877.
5 Oil              9974795.
6 Other Renewables  215622.
group_by(energy,source,region) -> z
summarize(z,TJ=max(TJ))
ABCDEFGHIJ0123456789
source
<chr>
region
<chr>
TJ
<dbl>
CoalAfrica6113585.8
CoalAsia and Oceania105601012.6
CoalCentral and South America2508385.3
CoalEurasia13942218.2
CoalEurope21380230.7
CoalMiddle East40834.6
CoalNorth America25008062.4
GasAfrica8751129.9
GasAsia and Oceania20579220.2
GasCentral and South America6776682.3

Join operations

Join operations combine two datasets. There are various flavors of the join operation. Using dplyr, one can perform a left join, a right join, an inner join, a full join, a semi-join, or an anti-join. Read the documentation (?join) for explanations.

x <- expand.grid(a=1:3,b=1:5); head(x)

output

 a b
 1 1
 2 1
 3 1
 1 2
 2 2
 3 2
y <- expand.grid(a=1:2,b=1:5,c=factor(c("F","G"))); head(y)

output

 a b c
 1 1 F
 2 1 F
 1 2 F
 2 2 F
 1 3 F
 2 3 F
left_join(x,y,by=c('a','b'))

output

 a b    c
 1 1    F
 1 1    G
 2 1    F
 2 1    G
 3 1 <NA>
 1 2    F
 1 2    G
 2 2    F
 2 2    G
 3 2 <NA>
 1 3    F
 1 3    G
 2 3    F
 2 3    G
 3 3 <NA>
 1 4    F
 1 4    G
 2 4    F
 2 4    G
 3 4 <NA>
 1 5    F
 1 5    G
 2 5    F
 2 5    G
 3 5 <NA>
right_join(x,y,by=c('a','b'))

output

 a b c
 1 1 F
 1 1 G
 2 1 F
 2 1 G
 1 2 F
 1 2 G
 2 2 F
 2 2 G
 1 3 F
 1 3 G
 2 3 F
 2 3 G
 1 4 F
 1 4 G
 2 4 F
 2 4 G
 1 5 F
 1 5 G
 2 5 F
 2 5 G
inner_join(x,y,by=c('a','b'))

output

 a b c
 1 1 F
 1 1 G
 2 1 F
 2 1 G
 1 2 F
 1 2 G
 2 2 F
 2 2 G
 1 3 F
 1 3 G
 2 3 F
 2 3 G
 1 4 F
 1 4 G
 2 4 F
 2 4 G
 1 5 F
 1 5 G
 2 5 F
 2 5 G
full_join(x,y,by=c('a','b'))

output

 a b    c
 1 1    F
 1 1    G
 2 1    F
 2 1    G
 3 1 <NA>
 1 2    F
 1 2    G
 2 2    F
 2 2    G
 3 2 <NA>
 1 3    F
 1 3    G
 2 3    F
 2 3    G
 3 3 <NA>
 1 4    F
 1 4    G
 2 4    F
 2 4    G
 3 4 <NA>
 1 5    F
 1 5    G
 2 5    F
 2 5    G
 3 5 <NA>
full_join(x,y,by='a')

output

 a b.x b.y    c
 1   1   1    F
 1   1   2    F
 1   1   3    F
 1   1   4    F
 1   1   5    F
 1   1   1    G
 1   1   2    G
 1   1   3    G
 1   1   4    G
 1   1   5    G
 2   1   1    F
 2   1   2    F
 2   1   3    F
 2   1   4    F
 2   1   5    F
 2   1   1    G
 2   1   2    G
 2   1   3    G
 2   1   4    G
 2   1   5    G
 3   1  NA <NA>
 1   2   1    F
 1   2   2    F
 1   2   3    F
 1   2   4    F
 1   2   5    F
 1   2   1    G
 1   2   2    G
 1   2   3    G
 1   2   4    G
 1   2   5    G
 2   2   1    F
 2   2   2    F
 2   2   3    F
 2   2   4    F
 2   2   5    F
 2   2   1    G
 2   2   2    G
 2   2   3    G
 2   2   4    G
 2   2   5    G
 3   2  NA <NA>
 1   3   1    F
 1   3   2    F
 1   3   3    F
 1   3   4    F
 1   3   5    F
 1   3   1    G
 1   3   2    G
 1   3   3    G
 1   3   4    G
 1   3   5    G
 2   3   1    F
 2   3   2    F
 2   3   3    F
 2   3   4    F
 2   3   5    F
 2   3   1    G
 2   3   2    G
 2   3   3    G
 2   3   4    G
 2   3   5    G
 3   3  NA <NA>
 1   4   1    F
 1   4   2    F
 1   4   3    F
 1   4   4    F
 1   4   5    F
 1   4   1    G
 1   4   2    G
 1   4   3    G
 1   4   4    G
 1   4   5    G
 2   4   1    F
 2   4   2    F
 2   4   3    F
 2   4   4    F
 2   4   5    F
 2   4   1    G
 2   4   2    G
 2   4   3    G
 2   4   4    G
 2   4   5    G
 3   4  NA <NA>
 1   5   1    F
 1   5   2    F
 1   5   3    F
 1   5   4    F
 1   5   5    F
 1   5   1    G
 1   5   2    G
 1   5   3    G
 1   5   4    G
 1   5   5    G
 2   5   1    F
 2   5   2    F
 2   5   3    F
 2   5   4    F
 2   5   5    F
 2   5   1    G
 2   5   2    G
 2   5   3    G
 2   5   4    G
 2   5   5    G
 3   5  NA <NA>
inner_join(x,y,by='a')

output

 a b.x b.y c
 1   1   1 F
 1   1   2 F
 1   1   3 F
 1   1   4 F
 1   1   5 F
 1   1   1 G
 1   1   2 G
 1   1   3 G
 1   1   4 G
 1   1   5 G
 2   1   1 F
 2   1   2 F
 2   1   3 F
 2   1   4 F
 2   1   5 F
 2   1   1 G
 2   1   2 G
 2   1   3 G
 2   1   4 G
 2   1   5 G
 1   2   1 F
 1   2   2 F
 1   2   3 F
 1   2   4 F
 1   2   5 F
 1   2   1 G
 1   2   2 G
 1   2   3 G
 1   2   4 G
 1   2   5 G
 2   2   1 F
 2   2   2 F
 2   2   3 F
 2   2   4 F
 2   2   5 F
 2   2   1 G
 2   2   2 G
 2   2   3 G
 2   2   4 G
 2   2   5 G
 1   3   1 F
 1   3   2 F
 1   3   3 F
 1   3   4 F
 1   3   5 F
 1   3   1 G
 1   3   2 G
 1   3   3 G
 1   3   4 G
 1   3   5 G
 2   3   1 F
 2   3   2 F
 2   3   3 F
 2   3   4 F
 2   3   5 F
 2   3   1 G
 2   3   2 G
 2   3   3 G
 2   3   4 G
 2   3   5 G
 1   4   1 F
 1   4   2 F
 1   4   3 F
 1   4   4 F
 1   4   5 F
 1   4   1 G
 1   4   2 G
 1   4   3 G
 1   4   4 G
 1   4   5 G
 2   4   1 F
 2   4   2 F
 2   4   3 F
 2   4   4 F
 2   4   5 F
 2   4   1 G
 2   4   2 G
 2   4   3 G
 2   4   4 G
 2   4   5 G
 1   5   1 F
 1   5   2 F
 1   5   3 F
 1   5   4 F
 1   5   5 F
 1   5   1 G
 1   5   2 G
 1   5   3 G
 1   5   4 G
 1   5   5 G
 2   5   1 F
 2   5   2 F
 2   5   3 F
 2   5   4 F
 2   5   5 F
 2   5   1 G
 2   5   2 G
 2   5   3 G
 2   5   4 G
 2   5   5 G

Left join is the operation corresponding to looking up items in a lookup table. Right join is just the transposed version of left join. In an inner join, only those cases present in both datasets are kept. In a full join, all the cases present in either dataset is kept.

categories <- data.frame(
  source=c("Coal","Oil","Nuclear","Gas","Hydro","Other Renewables"),
  cat=c("dirty","dirty","dirty","dirty","clean","clean"))
left_join(energy,categories) -> nrg

Exercise

Use a combination of the tools we’ve seen so far to generate a table comparing the regions of the world in terms of the rate of increase in usage of “clean” vs “dirty” energy sources over the past few decades.


Pipelines

When calculations get complex, it is often easier and more natural to view them as a chain of operations instead of using nested function calls or defining intermediate variables. As of version 4.1, R has a pipe operator, which allows one to chain operations together.

The |> operator

f(g(data, a, b, c, ...), d, e, ...)

is equivalent to

data |> g(a, b, c, ...) |> f(d, e, ...)

Examples

Study the following examples. What does each following accomplish?

energy |> 
  filter(year>=1990) |>
  group_by(source,year) |>
  summarize(TJ=sum(TJ)) |>
  ungroup() |>
  group_by(source) |>
  summarize(TJ=mean(TJ))

output

# A tibble: 6 × 2
  source                   TJ
  <chr>                 <dbl>
1 Coal             107151777.
2 Gas              102269452.
3 Hydro             10124232.
4 Nuclear           25933418.
5 Oil              163423834.
6 Other Renewables   2703648.
energy |> 
  filter(year>=1990) |>
  group_by(region,source) |>
  summarize(TJ=mean(TJ)) |>
  ungroup() |>
  group_by(source) |>
  reframe(
    region=region,
    fraction=TJ/sum(TJ)
  ) |>
  ungroup() |>
  pivot_wider(names_from=source,values_from=fraction)

output

# A tibble: 7 × 7
  region                  Coal    Gas   Hydro Nuclear    Oil
  <chr>                  <dbl>  <dbl>   <dbl>   <dbl>  <dbl>
1 Africa               4.87e-2 0.0565 0.0290  4.95e-3 0.109 
2 Asia and Oceania     5.75e-1 0.122  0.255   1.81e-1 0.106 
3 Central and South A… 1.42e-2 0.0436 0.199   6.38e-3 0.0893
4 Eurasia              7.99e-2 0.276  0.0835  9.18e-2 0.135 
5 Europe               6.62e-2 0.107  0.195   3.70e-1 0.0546
6 Middle East          2.81e-4 0.110  0.00548 9.94e-4 0.300 
7 North America        2.16e-1 0.284  0.233   3.45e-1 0.206 
# ℹ 1 more variable: `Other Renewables` <dbl>
energy |>
  left_join(categories,by="source") |>
  group_by(region,year,cat) |>
  summarize(TJ=sum(TJ)) |>
  ungroup() |>
  group_by(region,cat) |>
  mutate(change=TJ-lag(TJ,1)) |>
  filter(year>=1990) |>
  summarize(increase=mean(change)) |>
  pivot_wider(names_from=cat,values_from=increase) |>
  mutate(
    overall=clean+dirty,
    factor=dirty/clean
  ) |>
  ungroup()

output

# A tibble: 7 × 5
  region                      clean    dirty  overall factor
  <chr>                       <dbl>    <dbl>    <dbl>  <dbl>
1 Africa                     10988.  489773.  500761.  44.6 
2 Asia and Oceania          196606. 3876778. 4073384.  19.7 
3 Central and South America  85520.  597020.  682540.   6.98
4 Eurasia                     5161.  139353.  144514.  27.0 
5 Europe                    119567. -472423. -352855.  -3.95
6 Middle East                 1882. 1692257. 1694139. 899.  
7 North America             103249. 1097434. 1200683.  10.6 

Produced with R version 4.3.1.


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