├── .gitignore
├── README.md
├── data
├── gapminder.csv
└── gapminder_oceania.csv
├── fonts
├── AsapCondensed-Bold.ttf
├── AsapCondensed-BoldItalic.ttf
├── AsapCondensed-Italic.ttf
├── AsapCondensed-Regular.ttf
└── Asap_Condensed.zip
├── fundamentals-ggplot2-pearson.R
└── fundamentals-ggplot2-pearson.Rproj
/.gitignore:
--------------------------------------------------------------------------------
1 | # History files
2 | .Rhistory
3 | .Rapp.history
4 |
5 | # Session Data files
6 | .RData
7 | .RDataTmp
8 |
9 | # User-specific files
10 | .Ruserdata
11 |
12 | # Example code in package build process
13 | *-Ex.R
14 |
15 | # Output files from R CMD build
16 | /*.tar.gz
17 |
18 | # Output files from R CMD check
19 | /*.Rcheck/
20 |
21 | # RStudio files
22 | .Rproj.user/
23 |
24 | # produced vignettes
25 | vignettes/*.html
26 | vignettes/*.pdf
27 |
28 | # OAuth2 token, see https://github.com/hadley/httr/releases/tag/v0.3
29 | .httr-oauth
30 |
31 | # knitr and R markdown default cache directories
32 | *_cache/
33 | /cache/
34 |
35 | # Temporary files created by R markdown
36 | *.utf8.md
37 | *.knit.md
38 |
39 | # R Environment Variables
40 | .Renviron
41 |
42 | # pkgdown site
43 | docs/
44 |
45 | # translation temp files
46 | po/*~
47 |
48 | # RStudio Connect folder
49 | rsconnect/
50 |
51 | # img folder
52 | img/
53 |
54 | # slide files
55 | fundamentals-ggplot2-pearson.qmd
56 | fundamentals-ggplot2-pearson.html
57 | fundamentals-ggplot2-pearson.pdf
58 | fundamentals-ggplot2-pearson_files/*
59 | css/*
60 |
--------------------------------------------------------------------------------
/README.md:
--------------------------------------------------------------------------------
1 |
2 | Material for the Pearson Live Training Session for O’Reilly
"Hands–On Data Visualization with ggplot2: Concepts"
3 |
4 |
5 |
6 |
7 |
8 |
9 |
10 |
11 |
12 |
13 |
14 |
15 |
16 |
18 |
19 |
20 | This is the first training of a two-part workshop series "Create Data Visualizations in R Using the Grammar of Graphics” in collaboration with Pearson and O'Reilly.
21 |
22 | * Part 1: **["Hands–On Data Visualization with ggplot2: Concepts"](https://www.oreilly.com/live-events/hands-on-data-visualization-with-ggplot2-concepts/0636920089879/)** (this course)
23 | * Part 2: **["Hands-On Guide to Advanced Data Visualization with ggplot2: Custom Design"](https://www.oreilly.com/live-events/hands-on-guide-to-advanced-data-visualization-with-ggplot2-custom-design/0636920092434/)** → [Repo](https://github.com/z3tt/advanced-ggplot2-pearson)
24 |
25 |
26 |
27 | ## Course Set-up
28 |
29 | ### Materials
30 |
31 | To get a copy of all the material, **clone this repository** to a directory of your choice or **download and unpack [this zip folder](https://github.com/z3tt/fundamentals-ggplot2-pearson/archive/refs/heads/main.zip)**.
32 |
33 | ### Software
34 |
35 | To run any of the materials locally on your own machine, you will need to install the following:
36 |
37 | - A recent version of **R** (download from [here](https://cloud.r-project.org/))
38 | - A recent version of **RStudio** (download from [here](https://rstudio.com/products/rstudio/download/#download))
39 | - A suite of **R packages**:
40 | + ggplot2
41 | + readr
42 | + dplyr
43 | + forcats
44 | + stringr
45 | + ragg
46 | + scales
47 | + gapminder
48 |
49 | You can install all required R packages at once by running the following code in the R command line:
50 |
51 | ```{r install, eval=FALSE, echo=TRUE}
52 | pkgs <- c("ggplot2", "dplyr", "readr","forcats", "stringr", "scales", "ragg", "gapminder")
53 | unavailable <- setdiff(pkgs, rownames(installed.packages()))
54 | install.packages(unavailable)
55 | ```
56 |
57 | To run the code, open up Rstudio. Copy–paste the code in the **console pane** (by default in the lower left) and hit enter. Several messages should pop up. Scan these messages that are returned for errors and troubleshoot them if necessary. Warnings and other informational messages can be ignored.
58 |
59 | ### Fonts
60 |
61 | We are using a non-default font in this session. If you want to run all code "as it is", please install the **[Asap Condensed](https://fonts.google.com/specimen/Asap+Condensed) typeface** which is available for free. You find the files in the `fonts folder`. Install them by double-clicking.
62 |
63 | If you don't want to or can't install the fonts, it is still possible to run the code. Just make sure to replace the font families in the code with one that is installed on your system--or remove the respective rows (more information during the session).
64 |
65 | ### For Mac Users
66 |
67 | If you want to save your visualization to PDF, please make sure that [XQuartz](https://www.xquartz.org/) is installed which is needed to use the cairo pdf device.
68 |
69 |
70 |
71 | ## Run the Codes
72 |
73 | **Double-click on the `fundamentals-ggplot2-pearson.Rproj` file** which opens up Rstudio with the working directory set to the same folder (i.e. the directory where the Rproj file is placed).
74 |
75 | Now, you can open any script from the files pane (by default in the lower right).
76 |
77 | To follow the training, **open the script `fundamentals-ggplot2-pearson.R`**.
78 |
--------------------------------------------------------------------------------
/data/gapminder.csv:
--------------------------------------------------------------------------------
1 | country,continent,year,lifeExp,pop,gdpPercap
2 | Afghanistan,Asia,1952,28.801,8425333,779.4453145
3 | Afghanistan,Asia,1957,30.332,9240934,820.8530296
4 | Afghanistan,Asia,1962,31.997,10267083,853.10071
5 | Afghanistan,Asia,1967,34.02,11537966,836.1971382
6 | Afghanistan,Asia,1972,36.088,13079460,739.9811058
7 | Afghanistan,Asia,1977,38.438,14880372,786.11336
8 | Afghanistan,Asia,1982,39.854,12881816,978.0114388
9 | Afghanistan,Asia,1987,40.822,13867957,852.3959448
10 | Afghanistan,Asia,1992,41.674,16317921,649.3413952
11 | Afghanistan,Asia,1997,41.763,22227415,635.341351
12 | Afghanistan,Asia,2002,42.129,25268405,726.7340548
13 | Afghanistan,Asia,2007,43.828,31889923,974.5803384
14 | Albania,Europe,1952,55.23,1282697,1601.056136
15 | Albania,Europe,1957,59.28,1476505,1942.284244
16 | Albania,Europe,1962,64.82,1728137,2312.888958
17 | Albania,Europe,1967,66.22,1984060,2760.196931
18 | Albania,Europe,1972,67.69,2263554,3313.422188
19 | Albania,Europe,1977,68.93,2509048,3533.00391
20 | Albania,Europe,1982,70.42,2780097,3630.880722
21 | Albania,Europe,1987,72,3075321,3738.932735
22 | Albania,Europe,1992,71.581,3326498,2497.437901
23 | Albania,Europe,1997,72.95,3428038,3193.054604
24 | Albania,Europe,2002,75.651,3508512,4604.211737
25 | Albania,Europe,2007,76.423,3600523,5937.029526
26 | Algeria,Africa,1952,43.077,9279525,2449.008185
27 | Algeria,Africa,1957,45.685,10270856,3013.976023
28 | Algeria,Africa,1962,48.303,11000948,2550.81688
29 | Algeria,Africa,1967,51.407,12760499,3246.991771
30 | Algeria,Africa,1972,54.518,14760787,4182.663766
31 | Algeria,Africa,1977,58.014,17152804,4910.416756
32 | Algeria,Africa,1982,61.368,20033753,5745.160213
33 | Algeria,Africa,1987,65.799,23254956,5681.358539
34 | Algeria,Africa,1992,67.744,26298373,5023.216647
35 | Algeria,Africa,1997,69.152,29072015,4797.295051
36 | Algeria,Africa,2002,70.994,31287142,5288.040382
37 | Algeria,Africa,2007,72.301,33333216,6223.367465
38 | Angola,Africa,1952,30.015,4232095,3520.610273
39 | Angola,Africa,1957,31.999,4561361,3827.940465
40 | Angola,Africa,1962,34,4826015,4269.276742
41 | Angola,Africa,1967,35.985,5247469,5522.776375
42 | Angola,Africa,1972,37.928,5894858,5473.288005
43 | Angola,Africa,1977,39.483,6162675,3008.647355
44 | Angola,Africa,1982,39.942,7016384,2756.953672
45 | Angola,Africa,1987,39.906,7874230,2430.208311
46 | Angola,Africa,1992,40.647,8735988,2627.845685
47 | Angola,Africa,1997,40.963,9875024,2277.140884
48 | Angola,Africa,2002,41.003,10866106,2773.287312
49 | Angola,Africa,2007,42.731,12420476,4797.231267
50 | Argentina,Americas,1952,62.485,17876956,5911.315053
51 | Argentina,Americas,1957,64.399,19610538,6856.856212
52 | Argentina,Americas,1962,65.142,21283783,7133.166023
53 | Argentina,Americas,1967,65.634,22934225,8052.953021
54 | Argentina,Americas,1972,67.065,24779799,9443.038526
55 | Argentina,Americas,1977,68.481,26983828,10079.02674
56 | Argentina,Americas,1982,69.942,29341374,8997.897412
57 | Argentina,Americas,1987,70.774,31620918,9139.671389
58 | Argentina,Americas,1992,71.868,33958947,9308.41871
59 | Argentina,Americas,1997,73.275,36203463,10967.28195
60 | Argentina,Americas,2002,74.34,38331121,8797.640716
61 | Argentina,Americas,2007,75.32,40301927,12779.37964
62 | Australia,Oceania,1952,69.12,8691212,10039.59564
63 | Australia,Oceania,1957,70.33,9712569,10949.64959
64 | Australia,Oceania,1962,70.93,10794968,12217.22686
65 | Australia,Oceania,1967,71.1,11872264,14526.12465
66 | Australia,Oceania,1972,71.93,13177000,16788.62948
67 | Australia,Oceania,1977,73.49,14074100,18334.19751
68 | Australia,Oceania,1982,74.74,15184200,19477.00928
69 | Australia,Oceania,1987,76.32,16257249,21888.88903
70 | Australia,Oceania,1992,77.56,17481977,23424.76683
71 | Australia,Oceania,1997,78.83,18565243,26997.93657
72 | Australia,Oceania,2002,80.37,19546792,30687.75473
73 | Australia,Oceania,2007,81.235,20434176,34435.36744
74 | Austria,Europe,1952,66.8,6927772,6137.076492
75 | Austria,Europe,1957,67.48,6965860,8842.59803
76 | Austria,Europe,1962,69.54,7129864,10750.72111
77 | Austria,Europe,1967,70.14,7376998,12834.6024
78 | Austria,Europe,1972,70.63,7544201,16661.6256
79 | Austria,Europe,1977,72.17,7568430,19749.4223
80 | Austria,Europe,1982,73.18,7574613,21597.08362
81 | Austria,Europe,1987,74.94,7578903,23687.82607
82 | Austria,Europe,1992,76.04,7914969,27042.01868
83 | Austria,Europe,1997,77.51,8069876,29095.92066
84 | Austria,Europe,2002,78.98,8148312,32417.60769
85 | Austria,Europe,2007,79.829,8199783,36126.4927
86 | Bahrain,Asia,1952,50.939,120447,9867.084765
87 | Bahrain,Asia,1957,53.832,138655,11635.79945
88 | Bahrain,Asia,1962,56.923,171863,12753.27514
89 | Bahrain,Asia,1967,59.923,202182,14804.6727
90 | Bahrain,Asia,1972,63.3,230800,18268.65839
91 | Bahrain,Asia,1977,65.593,297410,19340.10196
92 | Bahrain,Asia,1982,69.052,377967,19211.14731
93 | Bahrain,Asia,1987,70.75,454612,18524.02406
94 | Bahrain,Asia,1992,72.601,529491,19035.57917
95 | Bahrain,Asia,1997,73.925,598561,20292.01679
96 | Bahrain,Asia,2002,74.795,656397,23403.55927
97 | Bahrain,Asia,2007,75.635,708573,29796.04834
98 | Bangladesh,Asia,1952,37.484,46886859,684.2441716
99 | Bangladesh,Asia,1957,39.348,51365468,661.6374577
100 | Bangladesh,Asia,1962,41.216,56839289,686.3415538
101 | Bangladesh,Asia,1967,43.453,62821884,721.1860862
102 | Bangladesh,Asia,1972,45.252,70759295,630.2336265
103 | Bangladesh,Asia,1977,46.923,80428306,659.8772322
104 | Bangladesh,Asia,1982,50.009,93074406,676.9818656
105 | Bangladesh,Asia,1987,52.819,103764241,751.9794035
106 | Bangladesh,Asia,1992,56.018,113704579,837.8101643
107 | Bangladesh,Asia,1997,59.412,123315288,972.7700352
108 | Bangladesh,Asia,2002,62.013,135656790,1136.39043
109 | Bangladesh,Asia,2007,64.062,150448339,1391.253792
110 | Belgium,Europe,1952,68,8730405,8343.105127
111 | Belgium,Europe,1957,69.24,8989111,9714.960623
112 | Belgium,Europe,1962,70.25,9218400,10991.20676
113 | Belgium,Europe,1967,70.94,9556500,13149.04119
114 | Belgium,Europe,1972,71.44,9709100,16672.14356
115 | Belgium,Europe,1977,72.8,9821800,19117.97448
116 | Belgium,Europe,1982,73.93,9856303,20979.84589
117 | Belgium,Europe,1987,75.35,9870200,22525.56308
118 | Belgium,Europe,1992,76.46,10045622,25575.57069
119 | Belgium,Europe,1997,77.53,10199787,27561.19663
120 | Belgium,Europe,2002,78.32,10311970,30485.88375
121 | Belgium,Europe,2007,79.441,10392226,33692.60508
122 | Benin,Africa,1952,38.223,1738315,1062.7522
123 | Benin,Africa,1957,40.358,1925173,959.6010805
124 | Benin,Africa,1962,42.618,2151895,949.4990641
125 | Benin,Africa,1967,44.885,2427334,1035.831411
126 | Benin,Africa,1972,47.014,2761407,1085.796879
127 | Benin,Africa,1977,49.19,3168267,1029.161251
128 | Benin,Africa,1982,50.904,3641603,1277.897616
129 | Benin,Africa,1987,52.337,4243788,1225.85601
130 | Benin,Africa,1992,53.919,4981671,1191.207681
131 | Benin,Africa,1997,54.777,6066080,1232.975292
132 | Benin,Africa,2002,54.406,7026113,1372.877931
133 | Benin,Africa,2007,56.728,8078314,1441.284873
134 | Bolivia,Americas,1952,40.414,2883315,2677.326347
135 | Bolivia,Americas,1957,41.89,3211738,2127.686326
136 | Bolivia,Americas,1962,43.428,3593918,2180.972546
137 | Bolivia,Americas,1967,45.032,4040665,2586.886053
138 | Bolivia,Americas,1972,46.714,4565872,2980.331339
139 | Bolivia,Americas,1977,50.023,5079716,3548.097832
140 | Bolivia,Americas,1982,53.859,5642224,3156.510452
141 | Bolivia,Americas,1987,57.251,6156369,2753.69149
142 | Bolivia,Americas,1992,59.957,6893451,2961.699694
143 | Bolivia,Americas,1997,62.05,7693188,3326.143191
144 | Bolivia,Americas,2002,63.883,8445134,3413.26269
145 | Bolivia,Americas,2007,65.554,9119152,3822.137084
146 | Bosnia and Herzegovina,Europe,1952,53.82,2791000,973.5331948
147 | Bosnia and Herzegovina,Europe,1957,58.45,3076000,1353.989176
148 | Bosnia and Herzegovina,Europe,1962,61.93,3349000,1709.683679
149 | Bosnia and Herzegovina,Europe,1967,64.79,3585000,2172.352423
150 | Bosnia and Herzegovina,Europe,1972,67.45,3819000,2860.16975
151 | Bosnia and Herzegovina,Europe,1977,69.86,4086000,3528.481305
152 | Bosnia and Herzegovina,Europe,1982,70.69,4172693,4126.613157
153 | Bosnia and Herzegovina,Europe,1987,71.14,4338977,4314.114757
154 | Bosnia and Herzegovina,Europe,1992,72.178,4256013,2546.781445
155 | Bosnia and Herzegovina,Europe,1997,73.244,3607000,4766.355904
156 | Bosnia and Herzegovina,Europe,2002,74.09,4165416,6018.975239
157 | Bosnia and Herzegovina,Europe,2007,74.852,4552198,7446.298803
158 | Botswana,Africa,1952,47.622,442308,851.2411407
159 | Botswana,Africa,1957,49.618,474639,918.2325349
160 | Botswana,Africa,1962,51.52,512764,983.6539764
161 | Botswana,Africa,1967,53.298,553541,1214.709294
162 | Botswana,Africa,1972,56.024,619351,2263.611114
163 | Botswana,Africa,1977,59.319,781472,3214.857818
164 | Botswana,Africa,1982,61.484,970347,4551.14215
165 | Botswana,Africa,1987,63.622,1151184,6205.88385
166 | Botswana,Africa,1992,62.745,1342614,7954.111645
167 | Botswana,Africa,1997,52.556,1536536,8647.142313
168 | Botswana,Africa,2002,46.634,1630347,11003.60508
169 | Botswana,Africa,2007,50.728,1639131,12569.85177
170 | Brazil,Americas,1952,50.917,56602560,2108.944355
171 | Brazil,Americas,1957,53.285,65551171,2487.365989
172 | Brazil,Americas,1962,55.665,76039390,3336.585802
173 | Brazil,Americas,1967,57.632,88049823,3429.864357
174 | Brazil,Americas,1972,59.504,100840058,4985.711467
175 | Brazil,Americas,1977,61.489,114313951,6660.118654
176 | Brazil,Americas,1982,63.336,128962939,7030.835878
177 | Brazil,Americas,1987,65.205,142938076,7807.095818
178 | Brazil,Americas,1992,67.057,155975974,6950.283021
179 | Brazil,Americas,1997,69.388,168546719,7957.980824
180 | Brazil,Americas,2002,71.006,179914212,8131.212843
181 | Brazil,Americas,2007,72.39,190010647,9065.800825
182 | Bulgaria,Europe,1952,59.6,7274900,2444.286648
183 | Bulgaria,Europe,1957,66.61,7651254,3008.670727
184 | Bulgaria,Europe,1962,69.51,8012946,4254.337839
185 | Bulgaria,Europe,1967,70.42,8310226,5577.0028
186 | Bulgaria,Europe,1972,70.9,8576200,6597.494398
187 | Bulgaria,Europe,1977,70.81,8797022,7612.240438
188 | Bulgaria,Europe,1982,71.08,8892098,8224.191647
189 | Bulgaria,Europe,1987,71.34,8971958,8239.854824
190 | Bulgaria,Europe,1992,71.19,8658506,6302.623438
191 | Bulgaria,Europe,1997,70.32,8066057,5970.38876
192 | Bulgaria,Europe,2002,72.14,7661799,7696.777725
193 | Bulgaria,Europe,2007,73.005,7322858,10680.79282
194 | Burkina Faso,Africa,1952,31.975,4469979,543.2552413
195 | Burkina Faso,Africa,1957,34.906,4713416,617.1834648
196 | Burkina Faso,Africa,1962,37.814,4919632,722.5120206
197 | Burkina Faso,Africa,1967,40.697,5127935,794.8265597
198 | Burkina Faso,Africa,1972,43.591,5433886,854.7359763
199 | Burkina Faso,Africa,1977,46.137,5889574,743.3870368
200 | Burkina Faso,Africa,1982,48.122,6634596,807.1985855
201 | Burkina Faso,Africa,1987,49.557,7586551,912.0631417
202 | Burkina Faso,Africa,1992,50.26,8878303,931.7527731
203 | Burkina Faso,Africa,1997,50.324,10352843,946.2949618
204 | Burkina Faso,Africa,2002,50.65,12251209,1037.645221
205 | Burkina Faso,Africa,2007,52.295,14326203,1217.032994
206 | Burundi,Africa,1952,39.031,2445618,339.2964587
207 | Burundi,Africa,1957,40.533,2667518,379.5646281
208 | Burundi,Africa,1962,42.045,2961915,355.2032273
209 | Burundi,Africa,1967,43.548,3330989,412.9775136
210 | Burundi,Africa,1972,44.057,3529983,464.0995039
211 | Burundi,Africa,1977,45.91,3834415,556.1032651
212 | Burundi,Africa,1982,47.471,4580410,559.603231
213 | Burundi,Africa,1987,48.211,5126023,621.8188189
214 | Burundi,Africa,1992,44.736,5809236,631.6998778
215 | Burundi,Africa,1997,45.326,6121610,463.1151478
216 | Burundi,Africa,2002,47.36,7021078,446.4035126
217 | Burundi,Africa,2007,49.58,8390505,430.0706916
218 | Cambodia,Asia,1952,39.417,4693836,368.4692856
219 | Cambodia,Asia,1957,41.366,5322536,434.0383364
220 | Cambodia,Asia,1962,43.415,6083619,496.9136476
221 | Cambodia,Asia,1967,45.415,6960067,523.4323142
222 | Cambodia,Asia,1972,40.317,7450606,421.6240257
223 | Cambodia,Asia,1977,31.22,6978607,524.9721832
224 | Cambodia,Asia,1982,50.957,7272485,624.4754784
225 | Cambodia,Asia,1987,53.914,8371791,683.8955732
226 | Cambodia,Asia,1992,55.803,10150094,682.3031755
227 | Cambodia,Asia,1997,56.534,11782962,734.28517
228 | Cambodia,Asia,2002,56.752,12926707,896.2260153
229 | Cambodia,Asia,2007,59.723,14131858,1713.778686
230 | Cameroon,Africa,1952,38.523,5009067,1172.667655
231 | Cameroon,Africa,1957,40.428,5359923,1313.048099
232 | Cameroon,Africa,1962,42.643,5793633,1399.607441
233 | Cameroon,Africa,1967,44.799,6335506,1508.453148
234 | Cameroon,Africa,1972,47.049,7021028,1684.146528
235 | Cameroon,Africa,1977,49.355,7959865,1783.432873
236 | Cameroon,Africa,1982,52.961,9250831,2367.983282
237 | Cameroon,Africa,1987,54.985,10780667,2602.664206
238 | Cameroon,Africa,1992,54.314,12467171,1793.163278
239 | Cameroon,Africa,1997,52.199,14195809,1694.337469
240 | Cameroon,Africa,2002,49.856,15929988,1934.011449
241 | Cameroon,Africa,2007,50.43,17696293,2042.09524
242 | Canada,Americas,1952,68.75,14785584,11367.16112
243 | Canada,Americas,1957,69.96,17010154,12489.95006
244 | Canada,Americas,1962,71.3,18985849,13462.48555
245 | Canada,Americas,1967,72.13,20819767,16076.58803
246 | Canada,Americas,1972,72.88,22284500,18970.57086
247 | Canada,Americas,1977,74.21,23796400,22090.88306
248 | Canada,Americas,1982,75.76,25201900,22898.79214
249 | Canada,Americas,1987,76.86,26549700,26626.51503
250 | Canada,Americas,1992,77.95,28523502,26342.88426
251 | Canada,Americas,1997,78.61,30305843,28954.92589
252 | Canada,Americas,2002,79.77,31902268,33328.96507
253 | Canada,Americas,2007,80.653,33390141,36319.23501
254 | Central African Republic,Africa,1952,35.463,1291695,1071.310713
255 | Central African Republic,Africa,1957,37.464,1392284,1190.844328
256 | Central African Republic,Africa,1962,39.475,1523478,1193.068753
257 | Central African Republic,Africa,1967,41.478,1733638,1136.056615
258 | Central African Republic,Africa,1972,43.457,1927260,1070.013275
259 | Central African Republic,Africa,1977,46.775,2167533,1109.374338
260 | Central African Republic,Africa,1982,48.295,2476971,956.7529907
261 | Central African Republic,Africa,1987,50.485,2840009,844.8763504
262 | Central African Republic,Africa,1992,49.396,3265124,747.9055252
263 | Central African Republic,Africa,1997,46.066,3696513,740.5063317
264 | Central African Republic,Africa,2002,43.308,4048013,738.6906068
265 | Central African Republic,Africa,2007,44.741,4369038,706.016537
266 | Chad,Africa,1952,38.092,2682462,1178.665927
267 | Chad,Africa,1957,39.881,2894855,1308.495577
268 | Chad,Africa,1962,41.716,3150417,1389.817618
269 | Chad,Africa,1967,43.601,3495967,1196.810565
270 | Chad,Africa,1972,45.569,3899068,1104.103987
271 | Chad,Africa,1977,47.383,4388260,1133.98495
272 | Chad,Africa,1982,49.517,4875118,797.9081006
273 | Chad,Africa,1987,51.051,5498955,952.386129
274 | Chad,Africa,1992,51.724,6429417,1058.0643
275 | Chad,Africa,1997,51.573,7562011,1004.961353
276 | Chad,Africa,2002,50.525,8835739,1156.18186
277 | Chad,Africa,2007,50.651,10238807,1704.063724
278 | Chile,Americas,1952,54.745,6377619,3939.978789
279 | Chile,Americas,1957,56.074,7048426,4315.622723
280 | Chile,Americas,1962,57.924,7961258,4519.094331
281 | Chile,Americas,1967,60.523,8858908,5106.654313
282 | Chile,Americas,1972,63.441,9717524,5494.024437
283 | Chile,Americas,1977,67.052,10599793,4756.763836
284 | Chile,Americas,1982,70.565,11487112,5095.665738
285 | Chile,Americas,1987,72.492,12463354,5547.063754
286 | Chile,Americas,1992,74.126,13572994,7596.125964
287 | Chile,Americas,1997,75.816,14599929,10118.05318
288 | Chile,Americas,2002,77.86,15497046,10778.78385
289 | Chile,Americas,2007,78.553,16284741,13171.63885
290 | China,Asia,1952,44,556263527,400.448611
291 | China,Asia,1957,50.54896,637408000,575.9870009
292 | China,Asia,1962,44.50136,665770000,487.6740183
293 | China,Asia,1967,58.38112,754550000,612.7056934
294 | China,Asia,1972,63.11888,862030000,676.9000921
295 | China,Asia,1977,63.96736,943455000,741.2374699
296 | China,Asia,1982,65.525,1000281000,962.4213805
297 | China,Asia,1987,67.274,1084035000,1378.904018
298 | China,Asia,1992,68.69,1164970000,1655.784158
299 | China,Asia,1997,70.426,1230075000,2289.234136
300 | China,Asia,2002,72.028,1280400000,3119.280896
301 | China,Asia,2007,72.961,1318683096,4959.114854
302 | Colombia,Americas,1952,50.643,12350771,2144.115096
303 | Colombia,Americas,1957,55.118,14485993,2323.805581
304 | Colombia,Americas,1962,57.863,17009885,2492.351109
305 | Colombia,Americas,1967,59.963,19764027,2678.729839
306 | Colombia,Americas,1972,61.623,22542890,3264.660041
307 | Colombia,Americas,1977,63.837,25094412,3815.80787
308 | Colombia,Americas,1982,66.653,27764644,4397.575659
309 | Colombia,Americas,1987,67.768,30964245,4903.2191
310 | Colombia,Americas,1992,68.421,34202721,5444.648617
311 | Colombia,Americas,1997,70.313,37657830,6117.361746
312 | Colombia,Americas,2002,71.682,41008227,5755.259962
313 | Colombia,Americas,2007,72.889,44227550,7006.580419
314 | Comoros,Africa,1952,40.715,153936,1102.990936
315 | Comoros,Africa,1957,42.46,170928,1211.148548
316 | Comoros,Africa,1962,44.467,191689,1406.648278
317 | Comoros,Africa,1967,46.472,217378,1876.029643
318 | Comoros,Africa,1972,48.944,250027,1937.577675
319 | Comoros,Africa,1977,50.939,304739,1172.603047
320 | Comoros,Africa,1982,52.933,348643,1267.100083
321 | Comoros,Africa,1987,54.926,395114,1315.980812
322 | Comoros,Africa,1992,57.939,454429,1246.90737
323 | Comoros,Africa,1997,60.66,527982,1173.618235
324 | Comoros,Africa,2002,62.974,614382,1075.811558
325 | Comoros,Africa,2007,65.152,710960,986.1478792
326 | "Congo, Dem. Rep.",Africa,1952,39.143,14100005,780.5423257
327 | "Congo, Dem. Rep.",Africa,1957,40.652,15577932,905.8602303
328 | "Congo, Dem. Rep.",Africa,1962,42.122,17486434,896.3146335
329 | "Congo, Dem. Rep.",Africa,1967,44.056,19941073,861.5932424
330 | "Congo, Dem. Rep.",Africa,1972,45.989,23007669,904.8960685
331 | "Congo, Dem. Rep.",Africa,1977,47.804,26480870,795.757282
332 | "Congo, Dem. Rep.",Africa,1982,47.784,30646495,673.7478181
333 | "Congo, Dem. Rep.",Africa,1987,47.412,35481645,672.774812
334 | "Congo, Dem. Rep.",Africa,1992,45.548,41672143,457.7191807
335 | "Congo, Dem. Rep.",Africa,1997,42.587,47798986,312.188423
336 | "Congo, Dem. Rep.",Africa,2002,44.966,55379852,241.1658765
337 | "Congo, Dem. Rep.",Africa,2007,46.462,64606759,277.5518587
338 | "Congo, Rep.",Africa,1952,42.111,854885,2125.621418
339 | "Congo, Rep.",Africa,1957,45.053,940458,2315.056572
340 | "Congo, Rep.",Africa,1962,48.435,1047924,2464.783157
341 | "Congo, Rep.",Africa,1967,52.04,1179760,2677.939642
342 | "Congo, Rep.",Africa,1972,54.907,1340458,3213.152683
343 | "Congo, Rep.",Africa,1977,55.625,1536769,3259.178978
344 | "Congo, Rep.",Africa,1982,56.695,1774735,4879.507522
345 | "Congo, Rep.",Africa,1987,57.47,2064095,4201.194937
346 | "Congo, Rep.",Africa,1992,56.433,2409073,4016.239529
347 | "Congo, Rep.",Africa,1997,52.962,2800947,3484.164376
348 | "Congo, Rep.",Africa,2002,52.97,3328795,3484.06197
349 | "Congo, Rep.",Africa,2007,55.322,3800610,3632.557798
350 | Costa Rica,Americas,1952,57.206,926317,2627.009471
351 | Costa Rica,Americas,1957,60.026,1112300,2990.010802
352 | Costa Rica,Americas,1962,62.842,1345187,3460.937025
353 | Costa Rica,Americas,1967,65.424,1588717,4161.727834
354 | Costa Rica,Americas,1972,67.849,1834796,5118.146939
355 | Costa Rica,Americas,1977,70.75,2108457,5926.876967
356 | Costa Rica,Americas,1982,73.45,2424367,5262.734751
357 | Costa Rica,Americas,1987,74.752,2799811,5629.915318
358 | Costa Rica,Americas,1992,75.713,3173216,6160.416317
359 | Costa Rica,Americas,1997,77.26,3518107,6677.045314
360 | Costa Rica,Americas,2002,78.123,3834934,7723.447195
361 | Costa Rica,Americas,2007,78.782,4133884,9645.06142
362 | Cote d'Ivoire,Africa,1952,40.477,2977019,1388.594732
363 | Cote d'Ivoire,Africa,1957,42.469,3300000,1500.895925
364 | Cote d'Ivoire,Africa,1962,44.93,3832408,1728.869428
365 | Cote d'Ivoire,Africa,1967,47.35,4744870,2052.050473
366 | Cote d'Ivoire,Africa,1972,49.801,6071696,2378.201111
367 | Cote d'Ivoire,Africa,1977,52.374,7459574,2517.736547
368 | Cote d'Ivoire,Africa,1982,53.983,9025951,2602.710169
369 | Cote d'Ivoire,Africa,1987,54.655,10761098,2156.956069
370 | Cote d'Ivoire,Africa,1992,52.044,12772596,1648.073791
371 | Cote d'Ivoire,Africa,1997,47.991,14625967,1786.265407
372 | Cote d'Ivoire,Africa,2002,46.832,16252726,1648.800823
373 | Cote d'Ivoire,Africa,2007,48.328,18013409,1544.750112
374 | Croatia,Europe,1952,61.21,3882229,3119.23652
375 | Croatia,Europe,1957,64.77,3991242,4338.231617
376 | Croatia,Europe,1962,67.13,4076557,5477.890018
377 | Croatia,Europe,1967,68.5,4174366,6960.297861
378 | Croatia,Europe,1972,69.61,4225310,9164.090127
379 | Croatia,Europe,1977,70.64,4318673,11305.38517
380 | Croatia,Europe,1982,70.46,4413368,13221.82184
381 | Croatia,Europe,1987,71.52,4484310,13822.58394
382 | Croatia,Europe,1992,72.527,4494013,8447.794873
383 | Croatia,Europe,1997,73.68,4444595,9875.604515
384 | Croatia,Europe,2002,74.876,4481020,11628.38895
385 | Croatia,Europe,2007,75.748,4493312,14619.22272
386 | Cuba,Americas,1952,59.421,6007797,5586.53878
387 | Cuba,Americas,1957,62.325,6640752,6092.174359
388 | Cuba,Americas,1962,65.246,7254373,5180.75591
389 | Cuba,Americas,1967,68.29,8139332,5690.268015
390 | Cuba,Americas,1972,70.723,8831348,5305.445256
391 | Cuba,Americas,1977,72.649,9537988,6380.494966
392 | Cuba,Americas,1982,73.717,9789224,7316.918107
393 | Cuba,Americas,1987,74.174,10239839,7532.924763
394 | Cuba,Americas,1992,74.414,10723260,5592.843963
395 | Cuba,Americas,1997,76.151,10983007,5431.990415
396 | Cuba,Americas,2002,77.158,11226999,6340.646683
397 | Cuba,Americas,2007,78.273,11416987,8948.102923
398 | Czech Republic,Europe,1952,66.87,9125183,6876.14025
399 | Czech Republic,Europe,1957,69.03,9513758,8256.343918
400 | Czech Republic,Europe,1962,69.9,9620282,10136.86713
401 | Czech Republic,Europe,1967,70.38,9835109,11399.44489
402 | Czech Republic,Europe,1972,70.29,9862158,13108.4536
403 | Czech Republic,Europe,1977,70.71,10161915,14800.16062
404 | Czech Republic,Europe,1982,70.96,10303704,15377.22855
405 | Czech Republic,Europe,1987,71.58,10311597,16310.4434
406 | Czech Republic,Europe,1992,72.4,10315702,14297.02122
407 | Czech Republic,Europe,1997,74.01,10300707,16048.51424
408 | Czech Republic,Europe,2002,75.51,10256295,17596.21022
409 | Czech Republic,Europe,2007,76.486,10228744,22833.30851
410 | Denmark,Europe,1952,70.78,4334000,9692.385245
411 | Denmark,Europe,1957,71.81,4487831,11099.65935
412 | Denmark,Europe,1962,72.35,4646899,13583.31351
413 | Denmark,Europe,1967,72.96,4838800,15937.21123
414 | Denmark,Europe,1972,73.47,4991596,18866.20721
415 | Denmark,Europe,1977,74.69,5088419,20422.9015
416 | Denmark,Europe,1982,74.63,5117810,21688.04048
417 | Denmark,Europe,1987,74.8,5127024,25116.17581
418 | Denmark,Europe,1992,75.33,5171393,26406.73985
419 | Denmark,Europe,1997,76.11,5283663,29804.34567
420 | Denmark,Europe,2002,77.18,5374693,32166.50006
421 | Denmark,Europe,2007,78.332,5468120,35278.41874
422 | Djibouti,Africa,1952,34.812,63149,2669.529475
423 | Djibouti,Africa,1957,37.328,71851,2864.969076
424 | Djibouti,Africa,1962,39.693,89898,3020.989263
425 | Djibouti,Africa,1967,42.074,127617,3020.050513
426 | Djibouti,Africa,1972,44.366,178848,3694.212352
427 | Djibouti,Africa,1977,46.519,228694,3081.761022
428 | Djibouti,Africa,1982,48.812,305991,2879.468067
429 | Djibouti,Africa,1987,50.04,311025,2880.102568
430 | Djibouti,Africa,1992,51.604,384156,2377.156192
431 | Djibouti,Africa,1997,53.157,417908,1895.016984
432 | Djibouti,Africa,2002,53.373,447416,1908.260867
433 | Djibouti,Africa,2007,54.791,496374,2082.481567
434 | Dominican Republic,Americas,1952,45.928,2491346,1397.717137
435 | Dominican Republic,Americas,1957,49.828,2923186,1544.402995
436 | Dominican Republic,Americas,1962,53.459,3453434,1662.137359
437 | Dominican Republic,Americas,1967,56.751,4049146,1653.723003
438 | Dominican Republic,Americas,1972,59.631,4671329,2189.874499
439 | Dominican Republic,Americas,1977,61.788,5302800,2681.9889
440 | Dominican Republic,Americas,1982,63.727,5968349,2861.092386
441 | Dominican Republic,Americas,1987,66.046,6655297,2899.842175
442 | Dominican Republic,Americas,1992,68.457,7351181,3044.214214
443 | Dominican Republic,Americas,1997,69.957,7992357,3614.101285
444 | Dominican Republic,Americas,2002,70.847,8650322,4563.808154
445 | Dominican Republic,Americas,2007,72.235,9319622,6025.374752
446 | Ecuador,Americas,1952,48.357,3548753,3522.110717
447 | Ecuador,Americas,1957,51.356,4058385,3780.546651
448 | Ecuador,Americas,1962,54.64,4681707,4086.114078
449 | Ecuador,Americas,1967,56.678,5432424,4579.074215
450 | Ecuador,Americas,1972,58.796,6298651,5280.99471
451 | Ecuador,Americas,1977,61.31,7278866,6679.62326
452 | Ecuador,Americas,1982,64.342,8365850,7213.791267
453 | Ecuador,Americas,1987,67.231,9545158,6481.776993
454 | Ecuador,Americas,1992,69.613,10748394,7103.702595
455 | Ecuador,Americas,1997,72.312,11911819,7429.455877
456 | Ecuador,Americas,2002,74.173,12921234,5773.044512
457 | Ecuador,Americas,2007,74.994,13755680,6873.262326
458 | Egypt,Africa,1952,41.893,22223309,1418.822445
459 | Egypt,Africa,1957,44.444,25009741,1458.915272
460 | Egypt,Africa,1962,46.992,28173309,1693.335853
461 | Egypt,Africa,1967,49.293,31681188,1814.880728
462 | Egypt,Africa,1972,51.137,34807417,2024.008147
463 | Egypt,Africa,1977,53.319,38783863,2785.493582
464 | Egypt,Africa,1982,56.006,45681811,3503.729636
465 | Egypt,Africa,1987,59.797,52799062,3885.46071
466 | Egypt,Africa,1992,63.674,59402198,3794.755195
467 | Egypt,Africa,1997,67.217,66134291,4173.181797
468 | Egypt,Africa,2002,69.806,73312559,4754.604414
469 | Egypt,Africa,2007,71.338,80264543,5581.180998
470 | El Salvador,Americas,1952,45.262,2042865,3048.3029
471 | El Salvador,Americas,1957,48.57,2355805,3421.523218
472 | El Salvador,Americas,1962,52.307,2747687,3776.803627
473 | El Salvador,Americas,1967,55.855,3232927,4358.595393
474 | El Salvador,Americas,1972,58.207,3790903,4520.246008
475 | El Salvador,Americas,1977,56.696,4282586,5138.922374
476 | El Salvador,Americas,1982,56.604,4474873,4098.344175
477 | El Salvador,Americas,1987,63.154,4842194,4140.442097
478 | El Salvador,Americas,1992,66.798,5274649,4444.2317
479 | El Salvador,Americas,1997,69.535,5783439,5154.825496
480 | El Salvador,Americas,2002,70.734,6353681,5351.568666
481 | El Salvador,Americas,2007,71.878,6939688,5728.353514
482 | Equatorial Guinea,Africa,1952,34.482,216964,375.6431231
483 | Equatorial Guinea,Africa,1957,35.983,232922,426.0964081
484 | Equatorial Guinea,Africa,1962,37.485,249220,582.8419714
485 | Equatorial Guinea,Africa,1967,38.987,259864,915.5960025
486 | Equatorial Guinea,Africa,1972,40.516,277603,672.4122571
487 | Equatorial Guinea,Africa,1977,42.024,192675,958.5668124
488 | Equatorial Guinea,Africa,1982,43.662,285483,927.8253427
489 | Equatorial Guinea,Africa,1987,45.664,341244,966.8968149
490 | Equatorial Guinea,Africa,1992,47.545,387838,1132.055034
491 | Equatorial Guinea,Africa,1997,48.245,439971,2814.480755
492 | Equatorial Guinea,Africa,2002,49.348,495627,7703.4959
493 | Equatorial Guinea,Africa,2007,51.579,551201,12154.08975
494 | Eritrea,Africa,1952,35.928,1438760,328.9405571
495 | Eritrea,Africa,1957,38.047,1542611,344.1618859
496 | Eritrea,Africa,1962,40.158,1666618,380.9958433
497 | Eritrea,Africa,1967,42.189,1820319,468.7949699
498 | Eritrea,Africa,1972,44.142,2260187,514.3242082
499 | Eritrea,Africa,1977,44.535,2512642,505.7538077
500 | Eritrea,Africa,1982,43.89,2637297,524.8758493
501 | Eritrea,Africa,1987,46.453,2915959,521.1341333
502 | Eritrea,Africa,1992,49.991,3668440,582.8585102
503 | Eritrea,Africa,1997,53.378,4058319,913.47079
504 | Eritrea,Africa,2002,55.24,4414865,765.3500015
505 | Eritrea,Africa,2007,58.04,4906585,641.3695236
506 | Ethiopia,Africa,1952,34.078,20860941,362.1462796
507 | Ethiopia,Africa,1957,36.667,22815614,378.9041632
508 | Ethiopia,Africa,1962,40.059,25145372,419.4564161
509 | Ethiopia,Africa,1967,42.115,27860297,516.1186438
510 | Ethiopia,Africa,1972,43.515,30770372,566.2439442
511 | Ethiopia,Africa,1977,44.51,34617799,556.8083834
512 | Ethiopia,Africa,1982,44.916,38111756,577.8607471
513 | Ethiopia,Africa,1987,46.684,42999530,573.7413142
514 | Ethiopia,Africa,1992,48.091,52088559,421.3534653
515 | Ethiopia,Africa,1997,49.402,59861301,515.8894013
516 | Ethiopia,Africa,2002,50.725,67946797,530.0535319
517 | Ethiopia,Africa,2007,52.947,76511887,690.8055759
518 | Finland,Europe,1952,66.55,4090500,6424.519071
519 | Finland,Europe,1957,67.49,4324000,7545.415386
520 | Finland,Europe,1962,68.75,4491443,9371.842561
521 | Finland,Europe,1967,69.83,4605744,10921.63626
522 | Finland,Europe,1972,70.87,4639657,14358.8759
523 | Finland,Europe,1977,72.52,4738902,15605.42283
524 | Finland,Europe,1982,74.55,4826933,18533.15761
525 | Finland,Europe,1987,74.83,4931729,21141.01223
526 | Finland,Europe,1992,75.7,5041039,20647.16499
527 | Finland,Europe,1997,77.13,5134406,23723.9502
528 | Finland,Europe,2002,78.37,5193039,28204.59057
529 | Finland,Europe,2007,79.313,5238460,33207.0844
530 | France,Europe,1952,67.41,42459667,7029.809327
531 | France,Europe,1957,68.93,44310863,8662.834898
532 | France,Europe,1962,70.51,47124000,10560.48553
533 | France,Europe,1967,71.55,49569000,12999.91766
534 | France,Europe,1972,72.38,51732000,16107.19171
535 | France,Europe,1977,73.83,53165019,18292.63514
536 | France,Europe,1982,74.89,54433565,20293.89746
537 | France,Europe,1987,76.34,55630100,22066.44214
538 | France,Europe,1992,77.46,57374179,24703.79615
539 | France,Europe,1997,78.64,58623428,25889.78487
540 | France,Europe,2002,79.59,59925035,28926.03234
541 | France,Europe,2007,80.657,61083916,30470.0167
542 | Gabon,Africa,1952,37.003,420702,4293.476475
543 | Gabon,Africa,1957,38.999,434904,4976.198099
544 | Gabon,Africa,1962,40.489,455661,6631.459222
545 | Gabon,Africa,1967,44.598,489004,8358.761987
546 | Gabon,Africa,1972,48.69,537977,11401.94841
547 | Gabon,Africa,1977,52.79,706367,21745.57328
548 | Gabon,Africa,1982,56.564,753874,15113.36194
549 | Gabon,Africa,1987,60.19,880397,11864.40844
550 | Gabon,Africa,1992,61.366,985739,13522.15752
551 | Gabon,Africa,1997,60.461,1126189,14722.84188
552 | Gabon,Africa,2002,56.761,1299304,12521.71392
553 | Gabon,Africa,2007,56.735,1454867,13206.48452
554 | Gambia,Africa,1952,30,284320,485.2306591
555 | Gambia,Africa,1957,32.065,323150,520.9267111
556 | Gambia,Africa,1962,33.896,374020,599.650276
557 | Gambia,Africa,1967,35.857,439593,734.7829124
558 | Gambia,Africa,1972,38.308,517101,756.0868363
559 | Gambia,Africa,1977,41.842,608274,884.7552507
560 | Gambia,Africa,1982,45.58,715523,835.8096108
561 | Gambia,Africa,1987,49.265,848406,611.6588611
562 | Gambia,Africa,1992,52.644,1025384,665.6244126
563 | Gambia,Africa,1997,55.861,1235767,653.7301704
564 | Gambia,Africa,2002,58.041,1457766,660.5855997
565 | Gambia,Africa,2007,59.448,1688359,752.7497265
566 | Germany,Europe,1952,67.5,69145952,7144.114393
567 | Germany,Europe,1957,69.1,71019069,10187.82665
568 | Germany,Europe,1962,70.3,73739117,12902.46291
569 | Germany,Europe,1967,70.8,76368453,14745.62561
570 | Germany,Europe,1972,71,78717088,18016.18027
571 | Germany,Europe,1977,72.5,78160773,20512.92123
572 | Germany,Europe,1982,73.8,78335266,22031.53274
573 | Germany,Europe,1987,74.847,77718298,24639.18566
574 | Germany,Europe,1992,76.07,80597764,26505.30317
575 | Germany,Europe,1997,77.34,82011073,27788.88416
576 | Germany,Europe,2002,78.67,82350671,30035.80198
577 | Germany,Europe,2007,79.406,82400996,32170.37442
578 | Ghana,Africa,1952,43.149,5581001,911.2989371
579 | Ghana,Africa,1957,44.779,6391288,1043.561537
580 | Ghana,Africa,1962,46.452,7355248,1190.041118
581 | Ghana,Africa,1967,48.072,8490213,1125.69716
582 | Ghana,Africa,1972,49.875,9354120,1178.223708
583 | Ghana,Africa,1977,51.756,10538093,993.2239571
584 | Ghana,Africa,1982,53.744,11400338,876.032569
585 | Ghana,Africa,1987,55.729,14168101,847.0061135
586 | Ghana,Africa,1992,57.501,16278738,925.060154
587 | Ghana,Africa,1997,58.556,18418288,1005.245812
588 | Ghana,Africa,2002,58.453,20550751,1111.984578
589 | Ghana,Africa,2007,60.022,22873338,1327.60891
590 | Greece,Europe,1952,65.86,7733250,3530.690067
591 | Greece,Europe,1957,67.86,8096218,4916.299889
592 | Greece,Europe,1962,69.51,8448233,6017.190733
593 | Greece,Europe,1967,71,8716441,8513.097016
594 | Greece,Europe,1972,72.34,8888628,12724.82957
595 | Greece,Europe,1977,73.68,9308479,14195.52428
596 | Greece,Europe,1982,75.24,9786480,15268.42089
597 | Greece,Europe,1987,76.67,9974490,16120.52839
598 | Greece,Europe,1992,77.03,10325429,17541.49634
599 | Greece,Europe,1997,77.869,10502372,18747.69814
600 | Greece,Europe,2002,78.256,10603863,22514.2548
601 | Greece,Europe,2007,79.483,10706290,27538.41188
602 | Guatemala,Americas,1952,42.023,3146381,2428.237769
603 | Guatemala,Americas,1957,44.142,3640876,2617.155967
604 | Guatemala,Americas,1962,46.954,4208858,2750.364446
605 | Guatemala,Americas,1967,50.016,4690773,3242.531147
606 | Guatemala,Americas,1972,53.738,5149581,4031.408271
607 | Guatemala,Americas,1977,56.029,5703430,4879.992748
608 | Guatemala,Americas,1982,58.137,6395630,4820.49479
609 | Guatemala,Americas,1987,60.782,7326406,4246.485974
610 | Guatemala,Americas,1992,63.373,8486949,4439.45084
611 | Guatemala,Americas,1997,66.322,9803875,4684.313807
612 | Guatemala,Americas,2002,68.978,11178650,4858.347495
613 | Guatemala,Americas,2007,70.259,12572928,5186.050003
614 | Guinea,Africa,1952,33.609,2664249,510.1964923
615 | Guinea,Africa,1957,34.558,2876726,576.2670245
616 | Guinea,Africa,1962,35.753,3140003,686.3736739
617 | Guinea,Africa,1967,37.197,3451418,708.7595409
618 | Guinea,Africa,1972,38.842,3811387,741.6662307
619 | Guinea,Africa,1977,40.762,4227026,874.6858643
620 | Guinea,Africa,1982,42.891,4710497,857.2503577
621 | Guinea,Africa,1987,45.552,5650262,805.5724718
622 | Guinea,Africa,1992,48.576,6990574,794.3484384
623 | Guinea,Africa,1997,51.455,8048834,869.4497668
624 | Guinea,Africa,2002,53.676,8807818,945.5835837
625 | Guinea,Africa,2007,56.007,9947814,942.6542111
626 | Guinea-Bissau,Africa,1952,32.5,580653,299.850319
627 | Guinea-Bissau,Africa,1957,33.489,601095,431.7904566
628 | Guinea-Bissau,Africa,1962,34.488,627820,522.0343725
629 | Guinea-Bissau,Africa,1967,35.492,601287,715.5806402
630 | Guinea-Bissau,Africa,1972,36.486,625361,820.2245876
631 | Guinea-Bissau,Africa,1977,37.465,745228,764.7259628
632 | Guinea-Bissau,Africa,1982,39.327,825987,838.1239671
633 | Guinea-Bissau,Africa,1987,41.245,927524,736.4153921
634 | Guinea-Bissau,Africa,1992,43.266,1050938,745.5398706
635 | Guinea-Bissau,Africa,1997,44.873,1193708,796.6644681
636 | Guinea-Bissau,Africa,2002,45.504,1332459,575.7047176
637 | Guinea-Bissau,Africa,2007,46.388,1472041,579.231743
638 | Haiti,Americas,1952,37.579,3201488,1840.366939
639 | Haiti,Americas,1957,40.696,3507701,1726.887882
640 | Haiti,Americas,1962,43.59,3880130,1796.589032
641 | Haiti,Americas,1967,46.243,4318137,1452.057666
642 | Haiti,Americas,1972,48.042,4698301,1654.456946
643 | Haiti,Americas,1977,49.923,4908554,1874.298931
644 | Haiti,Americas,1982,51.461,5198399,2011.159549
645 | Haiti,Americas,1987,53.636,5756203,1823.015995
646 | Haiti,Americas,1992,55.089,6326682,1456.309517
647 | Haiti,Americas,1997,56.671,6913545,1341.726931
648 | Haiti,Americas,2002,58.137,7607651,1270.364932
649 | Haiti,Americas,2007,60.916,8502814,1201.637154
650 | Honduras,Americas,1952,41.912,1517453,2194.926204
651 | Honduras,Americas,1957,44.665,1770390,2220.487682
652 | Honduras,Americas,1962,48.041,2090162,2291.156835
653 | Honduras,Americas,1967,50.924,2500689,2538.269358
654 | Honduras,Americas,1972,53.884,2965146,2529.842345
655 | Honduras,Americas,1977,57.402,3055235,3203.208066
656 | Honduras,Americas,1982,60.909,3669448,3121.760794
657 | Honduras,Americas,1987,64.492,4372203,3023.096699
658 | Honduras,Americas,1992,66.399,5077347,3081.694603
659 | Honduras,Americas,1997,67.659,5867957,3160.454906
660 | Honduras,Americas,2002,68.565,6677328,3099.72866
661 | Honduras,Americas,2007,70.198,7483763,3548.330846
662 | "Hong Kong, China",Asia,1952,60.96,2125900,3054.421209
663 | "Hong Kong, China",Asia,1957,64.75,2736300,3629.076457
664 | "Hong Kong, China",Asia,1962,67.65,3305200,4692.648272
665 | "Hong Kong, China",Asia,1967,70,3722800,6197.962814
666 | "Hong Kong, China",Asia,1972,72,4115700,8315.928145
667 | "Hong Kong, China",Asia,1977,73.6,4583700,11186.14125
668 | "Hong Kong, China",Asia,1982,75.45,5264500,14560.53051
669 | "Hong Kong, China",Asia,1987,76.2,5584510,20038.47269
670 | "Hong Kong, China",Asia,1992,77.601,5829696,24757.60301
671 | "Hong Kong, China",Asia,1997,80,6495918,28377.63219
672 | "Hong Kong, China",Asia,2002,81.495,6762476,30209.01516
673 | "Hong Kong, China",Asia,2007,82.208,6980412,39724.97867
674 | Hungary,Europe,1952,64.03,9504000,5263.673816
675 | Hungary,Europe,1957,66.41,9839000,6040.180011
676 | Hungary,Europe,1962,67.96,10063000,7550.359877
677 | Hungary,Europe,1967,69.5,10223422,9326.64467
678 | Hungary,Europe,1972,69.76,10394091,10168.65611
679 | Hungary,Europe,1977,69.95,10637171,11674.83737
680 | Hungary,Europe,1982,69.39,10705535,12545.99066
681 | Hungary,Europe,1987,69.58,10612740,12986.47998
682 | Hungary,Europe,1992,69.17,10348684,10535.62855
683 | Hungary,Europe,1997,71.04,10244684,11712.7768
684 | Hungary,Europe,2002,72.59,10083313,14843.93556
685 | Hungary,Europe,2007,73.338,9956108,18008.94444
686 | Iceland,Europe,1952,72.49,147962,7267.688428
687 | Iceland,Europe,1957,73.47,165110,9244.001412
688 | Iceland,Europe,1962,73.68,182053,10350.15906
689 | Iceland,Europe,1967,73.73,198676,13319.89568
690 | Iceland,Europe,1972,74.46,209275,15798.06362
691 | Iceland,Europe,1977,76.11,221823,19654.96247
692 | Iceland,Europe,1982,76.99,233997,23269.6075
693 | Iceland,Europe,1987,77.23,244676,26923.20628
694 | Iceland,Europe,1992,78.77,259012,25144.39201
695 | Iceland,Europe,1997,78.95,271192,28061.09966
696 | Iceland,Europe,2002,80.5,288030,31163.20196
697 | Iceland,Europe,2007,81.757,301931,36180.78919
698 | India,Asia,1952,37.373,372000000,546.5657493
699 | India,Asia,1957,40.249,409000000,590.061996
700 | India,Asia,1962,43.605,454000000,658.3471509
701 | India,Asia,1967,47.193,506000000,700.7706107
702 | India,Asia,1972,50.651,567000000,724.032527
703 | India,Asia,1977,54.208,634000000,813.337323
704 | India,Asia,1982,56.596,708000000,855.7235377
705 | India,Asia,1987,58.553,788000000,976.5126756
706 | India,Asia,1992,60.223,872000000,1164.406809
707 | India,Asia,1997,61.765,959000000,1458.817442
708 | India,Asia,2002,62.879,1034172547,1746.769454
709 | India,Asia,2007,64.698,1110396331,2452.210407
710 | Indonesia,Asia,1952,37.468,82052000,749.6816546
711 | Indonesia,Asia,1957,39.918,90124000,858.9002707
712 | Indonesia,Asia,1962,42.518,99028000,849.2897701
713 | Indonesia,Asia,1967,45.964,109343000,762.4317721
714 | Indonesia,Asia,1972,49.203,121282000,1111.107907
715 | Indonesia,Asia,1977,52.702,136725000,1382.702056
716 | Indonesia,Asia,1982,56.159,153343000,1516.872988
717 | Indonesia,Asia,1987,60.137,169276000,1748.356961
718 | Indonesia,Asia,1992,62.681,184816000,2383.140898
719 | Indonesia,Asia,1997,66.041,199278000,3119.335603
720 | Indonesia,Asia,2002,68.588,211060000,2873.91287
721 | Indonesia,Asia,2007,70.65,223547000,3540.651564
722 | Iran,Asia,1952,44.869,17272000,3035.326002
723 | Iran,Asia,1957,47.181,19792000,3290.257643
724 | Iran,Asia,1962,49.325,22874000,4187.329802
725 | Iran,Asia,1967,52.469,26538000,5906.731805
726 | Iran,Asia,1972,55.234,30614000,9613.818607
727 | Iran,Asia,1977,57.702,35480679,11888.59508
728 | Iran,Asia,1982,59.62,43072751,7608.334602
729 | Iran,Asia,1987,63.04,51889696,6642.881371
730 | Iran,Asia,1992,65.742,60397973,7235.653188
731 | Iran,Asia,1997,68.042,63327987,8263.590301
732 | Iran,Asia,2002,69.451,66907826,9240.761975
733 | Iran,Asia,2007,70.964,69453570,11605.71449
734 | Iraq,Asia,1952,45.32,5441766,4129.766056
735 | Iraq,Asia,1957,48.437,6248643,6229.333562
736 | Iraq,Asia,1962,51.457,7240260,8341.737815
737 | Iraq,Asia,1967,54.459,8519282,8931.459811
738 | Iraq,Asia,1972,56.95,10061506,9576.037596
739 | Iraq,Asia,1977,60.413,11882916,14688.23507
740 | Iraq,Asia,1982,62.038,14173318,14517.90711
741 | Iraq,Asia,1987,65.044,16543189,11643.57268
742 | Iraq,Asia,1992,59.461,17861905,3745.640687
743 | Iraq,Asia,1997,58.811,20775703,3076.239795
744 | Iraq,Asia,2002,57.046,24001816,4390.717312
745 | Iraq,Asia,2007,59.545,27499638,4471.061906
746 | Ireland,Europe,1952,66.91,2952156,5210.280328
747 | Ireland,Europe,1957,68.9,2878220,5599.077872
748 | Ireland,Europe,1962,70.29,2830000,6631.597314
749 | Ireland,Europe,1967,71.08,2900100,7655.568963
750 | Ireland,Europe,1972,71.28,3024400,9530.772896
751 | Ireland,Europe,1977,72.03,3271900,11150.98113
752 | Ireland,Europe,1982,73.1,3480000,12618.32141
753 | Ireland,Europe,1987,74.36,3539900,13872.86652
754 | Ireland,Europe,1992,75.467,3557761,17558.81555
755 | Ireland,Europe,1997,76.122,3667233,24521.94713
756 | Ireland,Europe,2002,77.783,3879155,34077.04939
757 | Ireland,Europe,2007,78.885,4109086,40675.99635
758 | Israel,Asia,1952,65.39,1620914,4086.522128
759 | Israel,Asia,1957,67.84,1944401,5385.278451
760 | Israel,Asia,1962,69.39,2310904,7105.630706
761 | Israel,Asia,1967,70.75,2693585,8393.741404
762 | Israel,Asia,1972,71.63,3095893,12786.93223
763 | Israel,Asia,1977,73.06,3495918,13306.61921
764 | Israel,Asia,1982,74.45,3858421,15367.0292
765 | Israel,Asia,1987,75.6,4203148,17122.47986
766 | Israel,Asia,1992,76.93,4936550,18051.52254
767 | Israel,Asia,1997,78.269,5531387,20896.60924
768 | Israel,Asia,2002,79.696,6029529,21905.59514
769 | Israel,Asia,2007,80.745,6426679,25523.2771
770 | Italy,Europe,1952,65.94,47666000,4931.404155
771 | Italy,Europe,1957,67.81,49182000,6248.656232
772 | Italy,Europe,1962,69.24,50843200,8243.58234
773 | Italy,Europe,1967,71.06,52667100,10022.40131
774 | Italy,Europe,1972,72.19,54365564,12269.27378
775 | Italy,Europe,1977,73.48,56059245,14255.98475
776 | Italy,Europe,1982,74.98,56535636,16537.4835
777 | Italy,Europe,1987,76.42,56729703,19207.23482
778 | Italy,Europe,1992,77.44,56840847,22013.64486
779 | Italy,Europe,1997,78.82,57479469,24675.02446
780 | Italy,Europe,2002,80.24,57926999,27968.09817
781 | Italy,Europe,2007,80.546,58147733,28569.7197
782 | Jamaica,Americas,1952,58.53,1426095,2898.530881
783 | Jamaica,Americas,1957,62.61,1535090,4756.525781
784 | Jamaica,Americas,1962,65.61,1665128,5246.107524
785 | Jamaica,Americas,1967,67.51,1861096,6124.703451
786 | Jamaica,Americas,1972,69,1997616,7433.889293
787 | Jamaica,Americas,1977,70.11,2156814,6650.195573
788 | Jamaica,Americas,1982,71.21,2298309,6068.05135
789 | Jamaica,Americas,1987,71.77,2326606,6351.237495
790 | Jamaica,Americas,1992,71.766,2378618,7404.923685
791 | Jamaica,Americas,1997,72.262,2531311,7121.924704
792 | Jamaica,Americas,2002,72.047,2664659,6994.774861
793 | Jamaica,Americas,2007,72.567,2780132,7320.880262
794 | Japan,Asia,1952,63.03,86459025,3216.956347
795 | Japan,Asia,1957,65.5,91563009,4317.694365
796 | Japan,Asia,1962,68.73,95831757,6576.649461
797 | Japan,Asia,1967,71.43,100825279,9847.788607
798 | Japan,Asia,1972,73.42,107188273,14778.78636
799 | Japan,Asia,1977,75.38,113872473,16610.37701
800 | Japan,Asia,1982,77.11,118454974,19384.10571
801 | Japan,Asia,1987,78.67,122091325,22375.94189
802 | Japan,Asia,1992,79.36,124329269,26824.89511
803 | Japan,Asia,1997,80.69,125956499,28816.58499
804 | Japan,Asia,2002,82,127065841,28604.5919
805 | Japan,Asia,2007,82.603,127467972,31656.06806
806 | Jordan,Asia,1952,43.158,607914,1546.907807
807 | Jordan,Asia,1957,45.669,746559,1886.080591
808 | Jordan,Asia,1962,48.126,933559,2348.009158
809 | Jordan,Asia,1967,51.629,1255058,2741.796252
810 | Jordan,Asia,1972,56.528,1613551,2110.856309
811 | Jordan,Asia,1977,61.134,1937652,2852.351568
812 | Jordan,Asia,1982,63.739,2347031,4161.415959
813 | Jordan,Asia,1987,65.869,2820042,4448.679912
814 | Jordan,Asia,1992,68.015,3867409,3431.593647
815 | Jordan,Asia,1997,69.772,4526235,3645.379572
816 | Jordan,Asia,2002,71.263,5307470,3844.917194
817 | Jordan,Asia,2007,72.535,6053193,4519.461171
818 | Kenya,Africa,1952,42.27,6464046,853.540919
819 | Kenya,Africa,1957,44.686,7454779,944.4383152
820 | Kenya,Africa,1962,47.949,8678557,896.9663732
821 | Kenya,Africa,1967,50.654,10191512,1056.736457
822 | Kenya,Africa,1972,53.559,12044785,1222.359968
823 | Kenya,Africa,1977,56.155,14500404,1267.613204
824 | Kenya,Africa,1982,58.766,17661452,1348.225791
825 | Kenya,Africa,1987,59.339,21198082,1361.936856
826 | Kenya,Africa,1992,59.285,25020539,1341.921721
827 | Kenya,Africa,1997,54.407,28263827,1360.485021
828 | Kenya,Africa,2002,50.992,31386842,1287.514732
829 | Kenya,Africa,2007,54.11,35610177,1463.249282
830 | "Korea, Dem. Rep.",Asia,1952,50.056,8865488,1088.277758
831 | "Korea, Dem. Rep.",Asia,1957,54.081,9411381,1571.134655
832 | "Korea, Dem. Rep.",Asia,1962,56.656,10917494,1621.693598
833 | "Korea, Dem. Rep.",Asia,1967,59.942,12617009,2143.540609
834 | "Korea, Dem. Rep.",Asia,1972,63.983,14781241,3701.621503
835 | "Korea, Dem. Rep.",Asia,1977,67.159,16325320,4106.301249
836 | "Korea, Dem. Rep.",Asia,1982,69.1,17647518,4106.525293
837 | "Korea, Dem. Rep.",Asia,1987,70.647,19067554,4106.492315
838 | "Korea, Dem. Rep.",Asia,1992,69.978,20711375,3726.063507
839 | "Korea, Dem. Rep.",Asia,1997,67.727,21585105,1690.756814
840 | "Korea, Dem. Rep.",Asia,2002,66.662,22215365,1646.758151
841 | "Korea, Dem. Rep.",Asia,2007,67.297,23301725,1593.06548
842 | "Korea, Rep.",Asia,1952,47.453,20947571,1030.592226
843 | "Korea, Rep.",Asia,1957,52.681,22611552,1487.593537
844 | "Korea, Rep.",Asia,1962,55.292,26420307,1536.344387
845 | "Korea, Rep.",Asia,1967,57.716,30131000,2029.228142
846 | "Korea, Rep.",Asia,1972,62.612,33505000,3030.87665
847 | "Korea, Rep.",Asia,1977,64.766,36436000,4657.22102
848 | "Korea, Rep.",Asia,1982,67.123,39326000,5622.942464
849 | "Korea, Rep.",Asia,1987,69.81,41622000,8533.088805
850 | "Korea, Rep.",Asia,1992,72.244,43805450,12104.27872
851 | "Korea, Rep.",Asia,1997,74.647,46173816,15993.52796
852 | "Korea, Rep.",Asia,2002,77.045,47969150,19233.98818
853 | "Korea, Rep.",Asia,2007,78.623,49044790,23348.13973
854 | Kuwait,Asia,1952,55.565,160000,108382.3529
855 | Kuwait,Asia,1957,58.033,212846,113523.1329
856 | Kuwait,Asia,1962,60.47,358266,95458.11176
857 | Kuwait,Asia,1967,64.624,575003,80894.88326
858 | Kuwait,Asia,1972,67.712,841934,109347.867
859 | Kuwait,Asia,1977,69.343,1140357,59265.47714
860 | Kuwait,Asia,1982,71.309,1497494,31354.03573
861 | Kuwait,Asia,1987,74.174,1891487,28118.42998
862 | Kuwait,Asia,1992,75.19,1418095,34932.91959
863 | Kuwait,Asia,1997,76.156,1765345,40300.619960000004
864 | Kuwait,Asia,2002,76.904,2111561,35110.10566
865 | Kuwait,Asia,2007,77.588,2505559,47306.98978
866 | Lebanon,Asia,1952,55.928,1439529,4834.804067
867 | Lebanon,Asia,1957,59.489,1647412,6089.786934
868 | Lebanon,Asia,1962,62.094,1886848,5714.560611
869 | Lebanon,Asia,1967,63.87,2186894,6006.983042
870 | Lebanon,Asia,1972,65.421,2680018,7486.384341
871 | Lebanon,Asia,1977,66.099,3115787,8659.696836
872 | Lebanon,Asia,1982,66.983,3086876,7640.519521
873 | Lebanon,Asia,1987,67.926,3089353,5377.091329
874 | Lebanon,Asia,1992,69.292,3219994,6890.806854
875 | Lebanon,Asia,1997,70.265,3430388,8754.96385
876 | Lebanon,Asia,2002,71.028,3677780,9313.93883
877 | Lebanon,Asia,2007,71.993,3921278,10461.05868
878 | Lesotho,Africa,1952,42.138,748747,298.8462121
879 | Lesotho,Africa,1957,45.047,813338,335.9971151
880 | Lesotho,Africa,1962,47.747,893143,411.8006266
881 | Lesotho,Africa,1967,48.492,996380,498.6390265
882 | Lesotho,Africa,1972,49.767,1116779,496.5815922
883 | Lesotho,Africa,1977,52.208,1251524,745.3695408
884 | Lesotho,Africa,1982,55.078,1411807,797.2631074
885 | Lesotho,Africa,1987,57.18,1599200,773.9932141
886 | Lesotho,Africa,1992,59.685,1803195,977.4862725
887 | Lesotho,Africa,1997,55.558,1982823,1186.147994
888 | Lesotho,Africa,2002,44.593,2046772,1275.184575
889 | Lesotho,Africa,2007,42.592,2012649,1569.331442
890 | Liberia,Africa,1952,38.48,863308,575.5729961
891 | Liberia,Africa,1957,39.486,975950,620.9699901
892 | Liberia,Africa,1962,40.502,1112796,634.1951625
893 | Liberia,Africa,1967,41.536,1279406,713.6036483
894 | Liberia,Africa,1972,42.614,1482628,803.0054535
895 | Liberia,Africa,1977,43.764,1703617,640.3224383
896 | Liberia,Africa,1982,44.852,1956875,572.1995694
897 | Liberia,Africa,1987,46.027,2269414,506.1138573
898 | Liberia,Africa,1992,40.802,1912974,636.6229191
899 | Liberia,Africa,1997,42.221,2200725,609.17395079999994
900 | Liberia,Africa,2002,43.753,2814651,531.4823679
901 | Liberia,Africa,2007,45.678,3193942,414.5073415
902 | Libya,Africa,1952,42.723,1019729,2387.54806
903 | Libya,Africa,1957,45.289,1201578,3448.284395
904 | Libya,Africa,1962,47.808,1441863,6757.030816
905 | Libya,Africa,1967,50.227,1759224,18772.75169
906 | Libya,Africa,1972,52.773,2183877,21011.49721
907 | Libya,Africa,1977,57.442,2721783,21951.21176
908 | Libya,Africa,1982,62.155,3344074,17364.27538
909 | Libya,Africa,1987,66.234,3799845,11770.5898
910 | Libya,Africa,1992,68.755,4364501,9640.138501
911 | Libya,Africa,1997,71.555,4759670,9467.446056
912 | Libya,Africa,2002,72.737,5368585,9534.677467
913 | Libya,Africa,2007,73.952,6036914,12057.49928
914 | Madagascar,Africa,1952,36.681,4762912,1443.011715
915 | Madagascar,Africa,1957,38.865,5181679,1589.20275
916 | Madagascar,Africa,1962,40.848,5703324,1643.38711
917 | Madagascar,Africa,1967,42.881,6334556,1634.047282
918 | Madagascar,Africa,1972,44.851,7082430,1748.562982
919 | Madagascar,Africa,1977,46.881,8007166,1544.228586
920 | Madagascar,Africa,1982,48.969,9171477,1302.878658
921 | Madagascar,Africa,1987,49.35,10568642,1155.441948
922 | Madagascar,Africa,1992,52.214,12210395,1040.67619
923 | Madagascar,Africa,1997,54.978,14165114,986.2958956
924 | Madagascar,Africa,2002,57.286,16473477,894.6370822
925 | Madagascar,Africa,2007,59.443,19167654,1044.770126
926 | Malawi,Africa,1952,36.256,2917802,369.1650802
927 | Malawi,Africa,1957,37.207,3221238,416.3698064
928 | Malawi,Africa,1962,38.41,3628608,427.9010856
929 | Malawi,Africa,1967,39.487,4147252,495.5147806
930 | Malawi,Africa,1972,41.766,4730997,584.6219709
931 | Malawi,Africa,1977,43.767,5637246,663.2236766
932 | Malawi,Africa,1982,45.642,6502825,632.8039209
933 | Malawi,Africa,1987,47.457,7824747,635.5173634
934 | Malawi,Africa,1992,49.42,10014249,563.2000145
935 | Malawi,Africa,1997,47.495,10419991,692.2758103
936 | Malawi,Africa,2002,45.009,11824495,665.4231186
937 | Malawi,Africa,2007,48.303,13327079,759.3499101
938 | Malaysia,Asia,1952,48.463,6748378,1831.132894
939 | Malaysia,Asia,1957,52.102,7739235,1810.066992
940 | Malaysia,Asia,1962,55.737,8906385,2036.884944
941 | Malaysia,Asia,1967,59.371,10154878,2277.742396
942 | Malaysia,Asia,1972,63.01,11441462,2849.09478
943 | Malaysia,Asia,1977,65.256,12845381,3827.921571
944 | Malaysia,Asia,1982,68,14441916,4920.355951
945 | Malaysia,Asia,1987,69.5,16331785,5249.802653
946 | Malaysia,Asia,1992,70.693,18319502,7277.912802
947 | Malaysia,Asia,1997,71.938,20476091,10132.90964
948 | Malaysia,Asia,2002,73.044,22662365,10206.97794
949 | Malaysia,Asia,2007,74.241,24821286,12451.6558
950 | Mali,Africa,1952,33.685,3838168,452.3369807
951 | Mali,Africa,1957,35.307,4241884,490.3821867
952 | Mali,Africa,1962,36.936,4690372,496.1743428
953 | Mali,Africa,1967,38.487,5212416,545.0098873
954 | Mali,Africa,1972,39.977,5828158,581.3688761
955 | Mali,Africa,1977,41.714,6491649,686.3952693
956 | Mali,Africa,1982,43.916,6998256,618.0140641
957 | Mali,Africa,1987,46.364,7634008,684.1715576
958 | Mali,Africa,1992,48.388,8416215,739.014375
959 | Mali,Africa,1997,49.903,9384984,790.2579846
960 | Mali,Africa,2002,51.818,10580176,951.4097518
961 | Mali,Africa,2007,54.467,12031795,1042.581557
962 | Mauritania,Africa,1952,40.543,1022556,743.1159097
963 | Mauritania,Africa,1957,42.338,1076852,846.1202613
964 | Mauritania,Africa,1962,44.248,1146757,1055.896036
965 | Mauritania,Africa,1967,46.289,1230542,1421.145193
966 | Mauritania,Africa,1972,48.437,1332786,1586.851781
967 | Mauritania,Africa,1977,50.852,1456688,1497.492223
968 | Mauritania,Africa,1982,53.599,1622136,1481.150189
969 | Mauritania,Africa,1987,56.145,1841240,1421.603576
970 | Mauritania,Africa,1992,58.333,2119465,1361.369784
971 | Mauritania,Africa,1997,60.43,2444741,1483.136136
972 | Mauritania,Africa,2002,62.247,2828858,1579.019543
973 | Mauritania,Africa,2007,64.164,3270065,1803.151496
974 | Mauritius,Africa,1952,50.986,516556,1967.955707
975 | Mauritius,Africa,1957,58.089,609816,2034.037981
976 | Mauritius,Africa,1962,60.246,701016,2529.067487
977 | Mauritius,Africa,1967,61.557,789309,2475.387562
978 | Mauritius,Africa,1972,62.944,851334,2575.484158
979 | Mauritius,Africa,1977,64.93,913025,3710.982963
980 | Mauritius,Africa,1982,66.711,992040,3688.037739
981 | Mauritius,Africa,1987,68.74,1042663,4783.586903
982 | Mauritius,Africa,1992,69.745,1096202,6058.253846
983 | Mauritius,Africa,1997,70.736,1149818,7425.705295
984 | Mauritius,Africa,2002,71.954,1200206,9021.815894
985 | Mauritius,Africa,2007,72.801,1250882,10956.99112
986 | Mexico,Americas,1952,50.789,30144317,3478.125529
987 | Mexico,Americas,1957,55.19,35015548,4131.546641
988 | Mexico,Americas,1962,58.299,41121485,4581.609385
989 | Mexico,Americas,1967,60.11,47995559,5754.733883
990 | Mexico,Americas,1972,62.361,55984294,6809.40669
991 | Mexico,Americas,1977,65.032,63759976,7674.929108
992 | Mexico,Americas,1982,67.405,71640904,9611.147541
993 | Mexico,Americas,1987,69.498,80122492,8688.156003
994 | Mexico,Americas,1992,71.455,88111030,9472.384295
995 | Mexico,Americas,1997,73.67,95895146,9767.29753
996 | Mexico,Americas,2002,74.902,102479927,10742.44053
997 | Mexico,Americas,2007,76.195,108700891,11977.57496
998 | Mongolia,Asia,1952,42.244,800663,786.5668575
999 | Mongolia,Asia,1957,45.248,882134,912.6626085
1000 | Mongolia,Asia,1962,48.251,1010280,1056.353958
1001 | Mongolia,Asia,1967,51.253,1149500,1226.04113
1002 | Mongolia,Asia,1972,53.754,1320500,1421.741975
1003 | Mongolia,Asia,1977,55.491,1528000,1647.511665
1004 | Mongolia,Asia,1982,57.489,1756032,2000.603139
1005 | Mongolia,Asia,1987,60.222,2015133,2338.008304
1006 | Mongolia,Asia,1992,61.271,2312802,1785.402016
1007 | Mongolia,Asia,1997,63.625,2494803,1902.2521
1008 | Mongolia,Asia,2002,65.033,2674234,2140.739323
1009 | Mongolia,Asia,2007,66.803,2874127,3095.772271
1010 | Montenegro,Europe,1952,59.164,413834,2647.585601
1011 | Montenegro,Europe,1957,61.448,442829,3682.259903
1012 | Montenegro,Europe,1962,63.728,474528,4649.593785
1013 | Montenegro,Europe,1967,67.178,501035,5907.850937
1014 | Montenegro,Europe,1972,70.636,527678,7778.414017
1015 | Montenegro,Europe,1977,73.066,560073,9595.929905
1016 | Montenegro,Europe,1982,74.101,562548,11222.58762
1017 | Montenegro,Europe,1987,74.865,569473,11732.51017
1018 | Montenegro,Europe,1992,75.435,621621,7003.339037
1019 | Montenegro,Europe,1997,75.445,692651,6465.613349
1020 | Montenegro,Europe,2002,73.981,720230,6557.194282
1021 | Montenegro,Europe,2007,74.543,684736,9253.896111
1022 | Morocco,Africa,1952,42.873,9939217,1688.20357
1023 | Morocco,Africa,1957,45.423,11406350,1642.002314
1024 | Morocco,Africa,1962,47.924,13056604,1566.353493
1025 | Morocco,Africa,1967,50.335,14770296,1711.04477
1026 | Morocco,Africa,1972,52.862,16660670,1930.194975
1027 | Morocco,Africa,1977,55.73,18396941,2370.619976
1028 | Morocco,Africa,1982,59.65,20198730,2702.620356
1029 | Morocco,Africa,1987,62.677,22987397,2755.046991
1030 | Morocco,Africa,1992,65.393,25798239,2948.047252
1031 | Morocco,Africa,1997,67.66,28529501,2982.101858
1032 | Morocco,Africa,2002,69.615,31167783,3258.495584
1033 | Morocco,Africa,2007,71.164,33757175,3820.17523
1034 | Mozambique,Africa,1952,31.286,6446316,468.5260381
1035 | Mozambique,Africa,1957,33.779,7038035,495.5868333
1036 | Mozambique,Africa,1962,36.161,7788944,556.6863539
1037 | Mozambique,Africa,1967,38.113,8680909,566.6691539
1038 | Mozambique,Africa,1972,40.328,9809596,724.9178037
1039 | Mozambique,Africa,1977,42.495,11127868,502.3197334
1040 | Mozambique,Africa,1982,42.795,12587223,462.2114149
1041 | Mozambique,Africa,1987,42.861,12891952,389.8761846
1042 | Mozambique,Africa,1992,44.284,13160731,410.8968239
1043 | Mozambique,Africa,1997,46.344,16603334,472.3460771
1044 | Mozambique,Africa,2002,44.026,18473780,633.6179466
1045 | Mozambique,Africa,2007,42.082,19951656,823.6856205
1046 | Myanmar,Asia,1952,36.319,20092996,331
1047 | Myanmar,Asia,1957,41.905,21731844,350
1048 | Myanmar,Asia,1962,45.108,23634436,388
1049 | Myanmar,Asia,1967,49.379,25870271,349
1050 | Myanmar,Asia,1972,53.07,28466390,357
1051 | Myanmar,Asia,1977,56.059,31528087,371
1052 | Myanmar,Asia,1982,58.056,34680442,424
1053 | Myanmar,Asia,1987,58.339,38028578,385
1054 | Myanmar,Asia,1992,59.32,40546538,347
1055 | Myanmar,Asia,1997,60.328,43247867,415
1056 | Myanmar,Asia,2002,59.908,45598081,611
1057 | Myanmar,Asia,2007,62.069,47761980,944
1058 | Namibia,Africa,1952,41.725,485831,2423.780443
1059 | Namibia,Africa,1957,45.226,548080,2621.448058
1060 | Namibia,Africa,1962,48.386,621392,3173.215595
1061 | Namibia,Africa,1967,51.159,706640,3793.694753
1062 | Namibia,Africa,1972,53.867,821782,3746.080948
1063 | Namibia,Africa,1977,56.437,977026,3876.485958
1064 | Namibia,Africa,1982,58.968,1099010,4191.100511
1065 | Namibia,Africa,1987,60.835,1278184,3693.731337
1066 | Namibia,Africa,1992,61.999,1554253,3804.537999
1067 | Namibia,Africa,1997,58.909,1774766,3899.52426
1068 | Namibia,Africa,2002,51.479,1972153,4072.324751
1069 | Namibia,Africa,2007,52.906,2055080,4811.060429
1070 | Nepal,Asia,1952,36.157,9182536,545.8657229
1071 | Nepal,Asia,1957,37.686,9682338,597.9363558
1072 | Nepal,Asia,1962,39.393,10332057,652.3968593
1073 | Nepal,Asia,1967,41.472,11261690,676.4422254
1074 | Nepal,Asia,1972,43.971,12412593,674.7881296
1075 | Nepal,Asia,1977,46.748,13933198,694.1124398
1076 | Nepal,Asia,1982,49.594,15796314,718.3730947
1077 | Nepal,Asia,1987,52.537,17917180,775.6324501
1078 | Nepal,Asia,1992,55.727,20326209,897.7403604
1079 | Nepal,Asia,1997,59.426,23001113,1010.892138
1080 | Nepal,Asia,2002,61.34,25873917,1057.206311
1081 | Nepal,Asia,2007,63.785,28901790,1091.359778
1082 | Netherlands,Europe,1952,72.13,10381988,8941.571858
1083 | Netherlands,Europe,1957,72.99,11026383,11276.19344
1084 | Netherlands,Europe,1962,73.23,11805689,12790.84956
1085 | Netherlands,Europe,1967,73.82,12596822,15363.25136
1086 | Netherlands,Europe,1972,73.75,13329874,18794.74567
1087 | Netherlands,Europe,1977,75.24,13852989,21209.0592
1088 | Netherlands,Europe,1982,76.05,14310401,21399.46046
1089 | Netherlands,Europe,1987,76.83,14665278,23651.32361
1090 | Netherlands,Europe,1992,77.42,15174244,26790.94961
1091 | Netherlands,Europe,1997,78.03,15604464,30246.13063
1092 | Netherlands,Europe,2002,78.53,16122830,33724.75778
1093 | Netherlands,Europe,2007,79.762,16570613,36797.93332
1094 | New Zealand,Oceania,1952,69.39,1994794,10556.57566
1095 | New Zealand,Oceania,1957,70.26,2229407,12247.39532
1096 | New Zealand,Oceania,1962,71.24,2488550,13175.678
1097 | New Zealand,Oceania,1967,71.52,2728150,14463.91893
1098 | New Zealand,Oceania,1972,71.89,2929100,16046.03728
1099 | New Zealand,Oceania,1977,72.22,3164900,16233.7177
1100 | New Zealand,Oceania,1982,73.84,3210650,17632.4104
1101 | New Zealand,Oceania,1987,74.32,3317166,19007.19129
1102 | New Zealand,Oceania,1992,76.33,3437674,18363.32494
1103 | New Zealand,Oceania,1997,77.55,3676187,21050.41377
1104 | New Zealand,Oceania,2002,79.11,3908037,23189.80135
1105 | New Zealand,Oceania,2007,80.204,4115771,25185.00911
1106 | Nicaragua,Americas,1952,42.314,1165790,3112.363948
1107 | Nicaragua,Americas,1957,45.432,1358828,3457.415947
1108 | Nicaragua,Americas,1962,48.632,1590597,3634.364406
1109 | Nicaragua,Americas,1967,51.884,1865490,4643.393534
1110 | Nicaragua,Americas,1972,55.151,2182908,4688.593267
1111 | Nicaragua,Americas,1977,57.47,2554598,5486.371089
1112 | Nicaragua,Americas,1982,59.298,2979423,3470.338156
1113 | Nicaragua,Americas,1987,62.008,3344353,2955.984375
1114 | Nicaragua,Americas,1992,65.843,4017939,2170.151724
1115 | Nicaragua,Americas,1997,68.426,4609572,2253.023004
1116 | Nicaragua,Americas,2002,70.836,5146848,2474.548819
1117 | Nicaragua,Americas,2007,72.899,5675356,2749.320965
1118 | Niger,Africa,1952,37.444,3379468,761.879376
1119 | Niger,Africa,1957,38.598,3692184,835.5234025
1120 | Niger,Africa,1962,39.487,4076008,997.7661127
1121 | Niger,Africa,1967,40.118,4534062,1054.384891
1122 | Niger,Africa,1972,40.546,5060262,954.2092363
1123 | Niger,Africa,1977,41.291,5682086,808.8970728
1124 | Niger,Africa,1982,42.598,6437188,909.7221354
1125 | Niger,Africa,1987,44.555,7332638,668.3000228
1126 | Niger,Africa,1992,47.391,8392818,581.182725
1127 | Niger,Africa,1997,51.313,9666252,580.3052092
1128 | Niger,Africa,2002,54.496,11140655,601.0745012
1129 | Niger,Africa,2007,56.867,12894865,619.6768924
1130 | Nigeria,Africa,1952,36.324,33119096,1077.281856
1131 | Nigeria,Africa,1957,37.802,37173340,1100.592563
1132 | Nigeria,Africa,1962,39.36,41871351,1150.927478
1133 | Nigeria,Africa,1967,41.04,47287752,1014.514104
1134 | Nigeria,Africa,1972,42.821,53740085,1698.388838
1135 | Nigeria,Africa,1977,44.514,62209173,1981.951806
1136 | Nigeria,Africa,1982,45.826,73039376,1576.97375
1137 | Nigeria,Africa,1987,46.886,81551520,1385.029563
1138 | Nigeria,Africa,1992,47.472,93364244,1619.848217
1139 | Nigeria,Africa,1997,47.464,106207839,1624.941275
1140 | Nigeria,Africa,2002,46.608,119901274,1615.286395
1141 | Nigeria,Africa,2007,46.859,135031164,2013.977305
1142 | Norway,Europe,1952,72.67,3327728,10095.42172
1143 | Norway,Europe,1957,73.44,3491938,11653.97304
1144 | Norway,Europe,1962,73.47,3638919,13450.40151
1145 | Norway,Europe,1967,74.08,3786019,16361.87647
1146 | Norway,Europe,1972,74.34,3933004,18965.05551
1147 | Norway,Europe,1977,75.37,4043205,23311.34939
1148 | Norway,Europe,1982,75.97,4114787,26298.63531
1149 | Norway,Europe,1987,75.89,4186147,31540.9748
1150 | Norway,Europe,1992,77.32,4286357,33965.66115
1151 | Norway,Europe,1997,78.32,4405672,41283.16433
1152 | Norway,Europe,2002,79.05,4535591,44683.97525
1153 | Norway,Europe,2007,80.196,4627926,49357.19017
1154 | Oman,Asia,1952,37.578,507833,1828.230307
1155 | Oman,Asia,1957,40.08,561977,2242.746551
1156 | Oman,Asia,1962,43.165,628164,2924.638113
1157 | Oman,Asia,1967,46.988,714775,4720.942687
1158 | Oman,Asia,1972,52.143,829050,10618.03855
1159 | Oman,Asia,1977,57.367,1004533,11848.34392
1160 | Oman,Asia,1982,62.728,1301048,12954.79101
1161 | Oman,Asia,1987,67.734,1593882,18115.22313
1162 | Oman,Asia,1992,71.197,1915208,18616.70691
1163 | Oman,Asia,1997,72.499,2283635,19702.05581
1164 | Oman,Asia,2002,74.193,2713462,19774.83687
1165 | Oman,Asia,2007,75.64,3204897,22316.19287
1166 | Pakistan,Asia,1952,43.436,41346560,684.5971438
1167 | Pakistan,Asia,1957,45.557,46679944,747.0835292
1168 | Pakistan,Asia,1962,47.67,53100671,803.3427418
1169 | Pakistan,Asia,1967,49.8,60641899,942.4082588
1170 | Pakistan,Asia,1972,51.929,69325921,1049.938981
1171 | Pakistan,Asia,1977,54.043,78152686,1175.921193
1172 | Pakistan,Asia,1982,56.158,91462088,1443.429832
1173 | Pakistan,Asia,1987,58.245,105186881,1704.686583
1174 | Pakistan,Asia,1992,60.838,120065004,1971.829464
1175 | Pakistan,Asia,1997,61.818,135564834,2049.350521
1176 | Pakistan,Asia,2002,63.61,153403524,2092.712441
1177 | Pakistan,Asia,2007,65.483,169270617,2605.94758
1178 | Panama,Americas,1952,55.191,940080,2480.380334
1179 | Panama,Americas,1957,59.201,1063506,2961.800905
1180 | Panama,Americas,1962,61.817,1215725,3536.540301
1181 | Panama,Americas,1967,64.071,1405486,4421.009084
1182 | Panama,Americas,1972,66.216,1616384,5364.249663
1183 | Panama,Americas,1977,68.681,1839782,5351.912144
1184 | Panama,Americas,1982,70.472,2036305,7009.601598
1185 | Panama,Americas,1987,71.523,2253639,7034.779161
1186 | Panama,Americas,1992,72.462,2484997,6618.74305
1187 | Panama,Americas,1997,73.738,2734531,7113.692252
1188 | Panama,Americas,2002,74.712,2990875,7356.031934
1189 | Panama,Americas,2007,75.537,3242173,9809.185636
1190 | Paraguay,Americas,1952,62.649,1555876,1952.308701
1191 | Paraguay,Americas,1957,63.196,1770902,2046.154706
1192 | Paraguay,Americas,1962,64.361,2009813,2148.027146
1193 | Paraguay,Americas,1967,64.951,2287985,2299.376311
1194 | Paraguay,Americas,1972,65.815,2614104,2523.337977
1195 | Paraguay,Americas,1977,66.353,2984494,3248.373311
1196 | Paraguay,Americas,1982,66.874,3366439,4258.503604
1197 | Paraguay,Americas,1987,67.378,3886512,3998.875695
1198 | Paraguay,Americas,1992,68.225,4483945,4196.411078
1199 | Paraguay,Americas,1997,69.4,5154123,4247.400261
1200 | Paraguay,Americas,2002,70.755,5884491,3783.674243
1201 | Paraguay,Americas,2007,71.752,6667147,4172.838464
1202 | Peru,Americas,1952,43.902,8025700,3758.523437
1203 | Peru,Americas,1957,46.263,9146100,4245.256698
1204 | Peru,Americas,1962,49.096,10516500,4957.037982
1205 | Peru,Americas,1967,51.445,12132200,5788.09333
1206 | Peru,Americas,1972,55.448,13954700,5937.827283
1207 | Peru,Americas,1977,58.447,15990099,6281.290855
1208 | Peru,Americas,1982,61.406,18125129,6434.501797
1209 | Peru,Americas,1987,64.134,20195924,6360.9434440000005
1210 | Peru,Americas,1992,66.458,22430449,4446.380924
1211 | Peru,Americas,1997,68.386,24748122,5838.347657
1212 | Peru,Americas,2002,69.906,26769436,5909.020073
1213 | Peru,Americas,2007,71.421,28674757,7408.905561
1214 | Philippines,Asia,1952,47.752,22438691,1272.880995
1215 | Philippines,Asia,1957,51.334,26072194,1547.944844
1216 | Philippines,Asia,1962,54.757,30325264,1649.552153
1217 | Philippines,Asia,1967,56.393,35356600,1814.12743
1218 | Philippines,Asia,1972,58.065,40850141,1989.37407
1219 | Philippines,Asia,1977,60.06,46850962,2373.204287
1220 | Philippines,Asia,1982,62.082,53456774,2603.273765
1221 | Philippines,Asia,1987,64.151,60017788,2189.634995
1222 | Philippines,Asia,1992,66.458,67185766,2279.324017
1223 | Philippines,Asia,1997,68.564,75012988,2536.534925
1224 | Philippines,Asia,2002,70.303,82995088,2650.921068
1225 | Philippines,Asia,2007,71.688,91077287,3190.481016
1226 | Poland,Europe,1952,61.31,25730551,4029.329699
1227 | Poland,Europe,1957,65.77,28235346,4734.253019
1228 | Poland,Europe,1962,67.64,30329617,5338.752143
1229 | Poland,Europe,1967,69.61,31785378,6557.152776
1230 | Poland,Europe,1972,70.85,33039545,8006.506993
1231 | Poland,Europe,1977,70.67,34621254,9508.141454
1232 | Poland,Europe,1982,71.32,36227381,8451.531004
1233 | Poland,Europe,1987,70.98,37740710,9082.351172
1234 | Poland,Europe,1992,70.99,38370697,7738.881247
1235 | Poland,Europe,1997,72.75,38654957,10159.58368
1236 | Poland,Europe,2002,74.67,38625976,12002.23908
1237 | Poland,Europe,2007,75.563,38518241,15389.92468
1238 | Portugal,Europe,1952,59.82,8526050,3068.319867
1239 | Portugal,Europe,1957,61.51,8817650,3774.571743
1240 | Portugal,Europe,1962,64.39,9019800,4727.954889
1241 | Portugal,Europe,1967,66.6,9103000,6361.517993
1242 | Portugal,Europe,1972,69.26,8970450,9022.247417
1243 | Portugal,Europe,1977,70.41,9662600,10172.48572
1244 | Portugal,Europe,1982,72.77,9859650,11753.84291
1245 | Portugal,Europe,1987,74.06,9915289,13039.30876
1246 | Portugal,Europe,1992,74.86,9927680,16207.26663
1247 | Portugal,Europe,1997,75.97,10156415,17641.03156
1248 | Portugal,Europe,2002,77.29,10433867,19970.90787
1249 | Portugal,Europe,2007,78.098,10642836,20509.64777
1250 | Puerto Rico,Americas,1952,64.28,2227000,3081.959785
1251 | Puerto Rico,Americas,1957,68.54,2260000,3907.156189
1252 | Puerto Rico,Americas,1962,69.62,2448046,5108.34463
1253 | Puerto Rico,Americas,1967,71.1,2648961,6929.277714
1254 | Puerto Rico,Americas,1972,72.16,2847132,9123.041742
1255 | Puerto Rico,Americas,1977,73.44,3080828,9770.524921
1256 | Puerto Rico,Americas,1982,73.75,3279001,10330.98915
1257 | Puerto Rico,Americas,1987,74.63,3444468,12281.34191
1258 | Puerto Rico,Americas,1992,73.911,3585176,14641.58711
1259 | Puerto Rico,Americas,1997,74.917,3759430,16999.4333
1260 | Puerto Rico,Americas,2002,77.778,3859606,18855.60618
1261 | Puerto Rico,Americas,2007,78.746,3942491,19328.70901
1262 | Reunion,Africa,1952,52.724,257700,2718.885295
1263 | Reunion,Africa,1957,55.09,308700,2769.451844
1264 | Reunion,Africa,1962,57.666,358900,3173.72334
1265 | Reunion,Africa,1967,60.542,414024,4021.175739
1266 | Reunion,Africa,1972,64.274,461633,5047.658563
1267 | Reunion,Africa,1977,67.064,492095,4319.804067
1268 | Reunion,Africa,1982,69.885,517810,5267.219353
1269 | Reunion,Africa,1987,71.913,562035,5303.377488
1270 | Reunion,Africa,1992,73.615,622191,6101.255823
1271 | Reunion,Africa,1997,74.772,684810,6071.941411
1272 | Reunion,Africa,2002,75.744,743981,6316.1652
1273 | Reunion,Africa,2007,76.442,798094,7670.122558
1274 | Romania,Europe,1952,61.05,16630000,3144.613186
1275 | Romania,Europe,1957,64.1,17829327,3943.370225
1276 | Romania,Europe,1962,66.8,18680721,4734.997586
1277 | Romania,Europe,1967,66.8,19284814,6470.866545
1278 | Romania,Europe,1972,69.21,20662648,8011.414402
1279 | Romania,Europe,1977,69.46,21658597,9356.39724
1280 | Romania,Europe,1982,69.66,22356726,9605.314053
1281 | Romania,Europe,1987,69.53,22686371,9696.273295
1282 | Romania,Europe,1992,69.36,22797027,6598.409903
1283 | Romania,Europe,1997,69.72,22562458,7346.547557
1284 | Romania,Europe,2002,71.322,22404337,7885.360081
1285 | Romania,Europe,2007,72.476,22276056,10808.47561
1286 | Rwanda,Africa,1952,40,2534927,493.3238752
1287 | Rwanda,Africa,1957,41.5,2822082,540.2893983
1288 | Rwanda,Africa,1962,43,3051242,597.4730727
1289 | Rwanda,Africa,1967,44.1,3451079,510.9637142
1290 | Rwanda,Africa,1972,44.6,3992121,590.5806638
1291 | Rwanda,Africa,1977,45,4657072,670.0806011
1292 | Rwanda,Africa,1982,46.218,5507565,881.5706467
1293 | Rwanda,Africa,1987,44.02,6349365,847.991217
1294 | Rwanda,Africa,1992,23.599,7290203,737.0685949
1295 | Rwanda,Africa,1997,36.087,7212583,589.9445051
1296 | Rwanda,Africa,2002,43.413,7852401,785.6537648
1297 | Rwanda,Africa,2007,46.242,8860588,863.0884639
1298 | Sao Tome and Principe,Africa,1952,46.471,60011,879.5835855
1299 | Sao Tome and Principe,Africa,1957,48.945,61325,860.7369026
1300 | Sao Tome and Principe,Africa,1962,51.893,65345,1071.551119
1301 | Sao Tome and Principe,Africa,1967,54.425,70787,1384.840593
1302 | Sao Tome and Principe,Africa,1972,56.48,76595,1532.985254
1303 | Sao Tome and Principe,Africa,1977,58.55,86796,1737.561657
1304 | Sao Tome and Principe,Africa,1982,60.351,98593,1890.218117
1305 | Sao Tome and Principe,Africa,1987,61.728,110812,1516.525457
1306 | Sao Tome and Principe,Africa,1992,62.742,125911,1428.777814
1307 | Sao Tome and Principe,Africa,1997,63.306,145608,1339.076036
1308 | Sao Tome and Principe,Africa,2002,64.337,170372,1353.09239
1309 | Sao Tome and Principe,Africa,2007,65.528,199579,1598.435089
1310 | Saudi Arabia,Asia,1952,39.875,4005677,6459.554823
1311 | Saudi Arabia,Asia,1957,42.868,4419650,8157.591248
1312 | Saudi Arabia,Asia,1962,45.914,4943029,11626.41975
1313 | Saudi Arabia,Asia,1967,49.901,5618198,16903.04886
1314 | Saudi Arabia,Asia,1972,53.886,6472756,24837.42865
1315 | Saudi Arabia,Asia,1977,58.69,8128505,34167.7626
1316 | Saudi Arabia,Asia,1982,63.012,11254672,33693.17525
1317 | Saudi Arabia,Asia,1987,66.295,14619745,21198.26136
1318 | Saudi Arabia,Asia,1992,68.768,16945857,24841.61777
1319 | Saudi Arabia,Asia,1997,70.533,21229759,20586.69019
1320 | Saudi Arabia,Asia,2002,71.626,24501530,19014.54118
1321 | Saudi Arabia,Asia,2007,72.777,27601038,21654.83194
1322 | Senegal,Africa,1952,37.278,2755589,1450.356983
1323 | Senegal,Africa,1957,39.329,3054547,1567.653006
1324 | Senegal,Africa,1962,41.454,3430243,1654.988723
1325 | Senegal,Africa,1967,43.563,3965841,1612.404632
1326 | Senegal,Africa,1972,45.815,4588696,1597.712056
1327 | Senegal,Africa,1977,48.879,5260855,1561.769116
1328 | Senegal,Africa,1982,52.379,6147783,1518.479984
1329 | Senegal,Africa,1987,55.769,7171347,1441.72072
1330 | Senegal,Africa,1992,58.196,8307920,1367.899369
1331 | Senegal,Africa,1997,60.187,9535314,1392.368347
1332 | Senegal,Africa,2002,61.6,10870037,1519.635262
1333 | Senegal,Africa,2007,63.062,12267493,1712.472136
1334 | Serbia,Europe,1952,57.996,6860147,3581.459448
1335 | Serbia,Europe,1957,61.685,7271135,4981.090891
1336 | Serbia,Europe,1962,64.531,7616060,6289.629157
1337 | Serbia,Europe,1967,66.914,7971222,7991.707066
1338 | Serbia,Europe,1972,68.7,8313288,10522.06749
1339 | Serbia,Europe,1977,70.3,8686367,12980.66956
1340 | Serbia,Europe,1982,70.162,9032824,15181.0927
1341 | Serbia,Europe,1987,71.218,9230783,15870.87851
1342 | Serbia,Europe,1992,71.659,9826397,9325.068238
1343 | Serbia,Europe,1997,72.232,10336594,7914.320304
1344 | Serbia,Europe,2002,73.213,10111559,7236.075251
1345 | Serbia,Europe,2007,74.002,10150265,9786.534714
1346 | Sierra Leone,Africa,1952,30.331,2143249,879.7877358
1347 | Sierra Leone,Africa,1957,31.57,2295678,1004.484437
1348 | Sierra Leone,Africa,1962,32.767,2467895,1116.639877
1349 | Sierra Leone,Africa,1967,34.113,2662190,1206.043465
1350 | Sierra Leone,Africa,1972,35.4,2879013,1353.759762
1351 | Sierra Leone,Africa,1977,36.788,3140897,1348.285159
1352 | Sierra Leone,Africa,1982,38.445,3464522,1465.010784
1353 | Sierra Leone,Africa,1987,40.006,3868905,1294.447788
1354 | Sierra Leone,Africa,1992,38.333,4260884,1068.696278
1355 | Sierra Leone,Africa,1997,39.897,4578212,574.6481576
1356 | Sierra Leone,Africa,2002,41.012,5359092,699.489713
1357 | Sierra Leone,Africa,2007,42.568,6144562,862.5407561
1358 | Singapore,Asia,1952,60.396,1127000,2315.138227
1359 | Singapore,Asia,1957,63.179,1445929,2843.104409
1360 | Singapore,Asia,1962,65.798,1750200,3674.735572
1361 | Singapore,Asia,1967,67.946,1977600,4977.41854
1362 | Singapore,Asia,1972,69.521,2152400,8597.756202
1363 | Singapore,Asia,1977,70.795,2325300,11210.08948
1364 | Singapore,Asia,1982,71.76,2651869,15169.16112
1365 | Singapore,Asia,1987,73.56,2794552,18861.53081
1366 | Singapore,Asia,1992,75.788,3235865,24769.8912
1367 | Singapore,Asia,1997,77.158,3802309,33519.4766
1368 | Singapore,Asia,2002,78.77,4197776,36023.1054
1369 | Singapore,Asia,2007,79.972,4553009,47143.17964
1370 | Slovak Republic,Europe,1952,64.36,3558137,5074.659104
1371 | Slovak Republic,Europe,1957,67.45,3844277,6093.26298
1372 | Slovak Republic,Europe,1962,70.33,4237384,7481.107598
1373 | Slovak Republic,Europe,1967,70.98,4442238,8412.902397
1374 | Slovak Republic,Europe,1972,70.35,4593433,9674.167626
1375 | Slovak Republic,Europe,1977,70.45,4827803,10922.66404
1376 | Slovak Republic,Europe,1982,70.8,5048043,11348.54585
1377 | Slovak Republic,Europe,1987,71.08,5199318,12037.26758
1378 | Slovak Republic,Europe,1992,71.38,5302888,9498.467723
1379 | Slovak Republic,Europe,1997,72.71,5383010,12126.23065
1380 | Slovak Republic,Europe,2002,73.8,5410052,13638.77837
1381 | Slovak Republic,Europe,2007,74.663,5447502,18678.31435
1382 | Slovenia,Europe,1952,65.57,1489518,4215.041741
1383 | Slovenia,Europe,1957,67.85,1533070,5862.276629
1384 | Slovenia,Europe,1962,69.15,1582962,7402.303395
1385 | Slovenia,Europe,1967,69.18,1646912,9405.489397
1386 | Slovenia,Europe,1972,69.82,1694510,12383.4862
1387 | Slovenia,Europe,1977,70.97,1746919,15277.03017
1388 | Slovenia,Europe,1982,71.063,1861252,17866.72175
1389 | Slovenia,Europe,1987,72.25,1945870,18678.53492
1390 | Slovenia,Europe,1992,73.64,1999210,14214.71681
1391 | Slovenia,Europe,1997,75.13,2011612,17161.10735
1392 | Slovenia,Europe,2002,76.66,2011497,20660.01936
1393 | Slovenia,Europe,2007,77.926,2009245,25768.25759
1394 | Somalia,Africa,1952,32.978,2526994,1135.749842
1395 | Somalia,Africa,1957,34.977,2780415,1258.147413
1396 | Somalia,Africa,1962,36.981,3080153,1369.488336
1397 | Somalia,Africa,1967,38.977,3428839,1284.73318
1398 | Somalia,Africa,1972,40.973,3840161,1254.576127
1399 | Somalia,Africa,1977,41.974,4353666,1450.992513
1400 | Somalia,Africa,1982,42.955,5828892,1176.807031
1401 | Somalia,Africa,1987,44.501,6921858,1093.244963
1402 | Somalia,Africa,1992,39.658,6099799,926.9602964
1403 | Somalia,Africa,1997,43.795,6633514,930.5964284
1404 | Somalia,Africa,2002,45.936,7753310,882.0818218
1405 | Somalia,Africa,2007,48.159,9118773,926.1410683
1406 | South Africa,Africa,1952,45.009,14264935,4725.295531
1407 | South Africa,Africa,1957,47.985,16151549,5487.104219
1408 | South Africa,Africa,1962,49.951,18356657,5768.729717
1409 | South Africa,Africa,1967,51.927,20997321,7114.477971
1410 | South Africa,Africa,1972,53.696,23935810,7765.962636
1411 | South Africa,Africa,1977,55.527,27129932,8028.651439
1412 | South Africa,Africa,1982,58.161,31140029,8568.266228
1413 | South Africa,Africa,1987,60.834,35933379,7825.823398
1414 | South Africa,Africa,1992,61.888,39964159,7225.069258
1415 | South Africa,Africa,1997,60.236,42835005,7479.188244
1416 | South Africa,Africa,2002,53.365,44433622,7710.946444
1417 | South Africa,Africa,2007,49.339,43997828,9269.657808
1418 | Spain,Europe,1952,64.94,28549870,3834.034742
1419 | Spain,Europe,1957,66.66,29841614,4564.80241
1420 | Spain,Europe,1962,69.69,31158061,5693.843879
1421 | Spain,Europe,1967,71.44,32850275,7993.512294
1422 | Spain,Europe,1972,73.06,34513161,10638.75131
1423 | Spain,Europe,1977,74.39,36439000,13236.92117
1424 | Spain,Europe,1982,76.3,37983310,13926.16997
1425 | Spain,Europe,1987,76.9,38880702,15764.98313
1426 | Spain,Europe,1992,77.57,39549438,18603.06452
1427 | Spain,Europe,1997,78.77,39855442,20445.29896
1428 | Spain,Europe,2002,79.78,40152517,24835.47166
1429 | Spain,Europe,2007,80.941,40448191,28821.0637
1430 | Sri Lanka,Asia,1952,57.593,7982342,1083.53203
1431 | Sri Lanka,Asia,1957,61.456,9128546,1072.546602
1432 | Sri Lanka,Asia,1962,62.192,10421936,1074.47196
1433 | Sri Lanka,Asia,1967,64.266,11737396,1135.514326
1434 | Sri Lanka,Asia,1972,65.042,13016733,1213.39553
1435 | Sri Lanka,Asia,1977,65.949,14116836,1348.775651
1436 | Sri Lanka,Asia,1982,68.757,15410151,1648.079789
1437 | Sri Lanka,Asia,1987,69.011,16495304,1876.766827
1438 | Sri Lanka,Asia,1992,70.379,17587060,2153.739222
1439 | Sri Lanka,Asia,1997,70.457,18698655,2664.477257
1440 | Sri Lanka,Asia,2002,70.815,19576783,3015.378833
1441 | Sri Lanka,Asia,2007,72.396,20378239,3970.095407
1442 | Sudan,Africa,1952,38.635,8504667,1615.991129
1443 | Sudan,Africa,1957,39.624,9753392,1770.337074
1444 | Sudan,Africa,1962,40.87,11183227,1959.593767
1445 | Sudan,Africa,1967,42.858,12716129,1687.997641
1446 | Sudan,Africa,1972,45.083,14597019,1659.652775
1447 | Sudan,Africa,1977,47.8,17104986,2202.988423
1448 | Sudan,Africa,1982,50.338,20367053,1895.544073
1449 | Sudan,Africa,1987,51.744,24725960,1507.819159
1450 | Sudan,Africa,1992,53.556,28227588,1492.197043
1451 | Sudan,Africa,1997,55.373,32160729,1632.210764
1452 | Sudan,Africa,2002,56.369,37090298,1993.398314
1453 | Sudan,Africa,2007,58.556,42292929,2602.394995
1454 | Swaziland,Africa,1952,41.407,290243,1148.376626
1455 | Swaziland,Africa,1957,43.424,326741,1244.708364
1456 | Swaziland,Africa,1962,44.992,370006,1856.182125
1457 | Swaziland,Africa,1967,46.633,420690,2613.101665
1458 | Swaziland,Africa,1972,49.552,480105,3364.836625
1459 | Swaziland,Africa,1977,52.537,551425,3781.410618
1460 | Swaziland,Africa,1982,55.561,649901,3895.384018
1461 | Swaziland,Africa,1987,57.678,779348,3984.839812
1462 | Swaziland,Africa,1992,58.474,962344,3553.0224
1463 | Swaziland,Africa,1997,54.289,1054486,3876.76846
1464 | Swaziland,Africa,2002,43.869,1130269,4128.116943
1465 | Swaziland,Africa,2007,39.613,1133066,4513.480643
1466 | Sweden,Europe,1952,71.86,7124673,8527.844662
1467 | Sweden,Europe,1957,72.49,7363802,9911.878226
1468 | Sweden,Europe,1962,73.37,7561588,12329.44192
1469 | Sweden,Europe,1967,74.16,7867931,15258.29697
1470 | Sweden,Europe,1972,74.72,8122293,17832.02464
1471 | Sweden,Europe,1977,75.44,8251648,18855.72521
1472 | Sweden,Europe,1982,76.42,8325260,20667.38125
1473 | Sweden,Europe,1987,77.19,8421403,23586.92927
1474 | Sweden,Europe,1992,78.16,8718867,23880.01683
1475 | Sweden,Europe,1997,79.39,8897619,25266.59499
1476 | Sweden,Europe,2002,80.04,8954175,29341.63093
1477 | Sweden,Europe,2007,80.884,9031088,33859.74835
1478 | Switzerland,Europe,1952,69.62,4815000,14734.23275
1479 | Switzerland,Europe,1957,70.56,5126000,17909.48973
1480 | Switzerland,Europe,1962,71.32,5666000,20431.0927
1481 | Switzerland,Europe,1967,72.77,6063000,22966.14432
1482 | Switzerland,Europe,1972,73.78,6401400,27195.11304
1483 | Switzerland,Europe,1977,75.39,6316424,26982.29052
1484 | Switzerland,Europe,1982,76.21,6468126,28397.71512
1485 | Switzerland,Europe,1987,77.41,6649942,30281.70459
1486 | Switzerland,Europe,1992,78.03,6995447,31871.5303
1487 | Switzerland,Europe,1997,79.37,7193761,32135.32301
1488 | Switzerland,Europe,2002,80.62,7361757,34480.95771
1489 | Switzerland,Europe,2007,81.701,7554661,37506.41907
1490 | Syria,Asia,1952,45.883,3661549,1643.485354
1491 | Syria,Asia,1957,48.284,4149908,2117.234893
1492 | Syria,Asia,1962,50.305,4834621,2193.037133
1493 | Syria,Asia,1967,53.655,5680812,1881.923632
1494 | Syria,Asia,1972,57.296,6701172,2571.423014
1495 | Syria,Asia,1977,61.195,7932503,3195.484582
1496 | Syria,Asia,1982,64.59,9410494,3761.837715
1497 | Syria,Asia,1987,66.974,11242847,3116.774285
1498 | Syria,Asia,1992,69.249,13219062,3340.542768
1499 | Syria,Asia,1997,71.527,15081016,4014.238972
1500 | Syria,Asia,2002,73.053,17155814,4090.925331
1501 | Syria,Asia,2007,74.143,19314747,4184.548089
1502 | Taiwan,Asia,1952,58.5,8550362,1206.947913
1503 | Taiwan,Asia,1957,62.4,10164215,1507.86129
1504 | Taiwan,Asia,1962,65.2,11918938,1822.879028
1505 | Taiwan,Asia,1967,67.5,13648692,2643.858681
1506 | Taiwan,Asia,1972,69.39,15226039,4062.523897
1507 | Taiwan,Asia,1977,70.59,16785196,5596.519826
1508 | Taiwan,Asia,1982,72.16,18501390,7426.354774
1509 | Taiwan,Asia,1987,73.4,19757799,11054.56175
1510 | Taiwan,Asia,1992,74.26,20686918,15215.6579
1511 | Taiwan,Asia,1997,75.25,21628605,20206.82098
1512 | Taiwan,Asia,2002,76.99,22454239,23235.42329
1513 | Taiwan,Asia,2007,78.4,23174294,28718.27684
1514 | Tanzania,Africa,1952,41.215,8322925,716.6500721
1515 | Tanzania,Africa,1957,42.974,9452826,698.5356073
1516 | Tanzania,Africa,1962,44.246,10863958,722.0038073
1517 | Tanzania,Africa,1967,45.757,12607312,848.2186575
1518 | Tanzania,Africa,1972,47.62,14706593,915.9850592
1519 | Tanzania,Africa,1977,49.919,17129565,962.4922932
1520 | Tanzania,Africa,1982,50.608,19844382,874.2426069
1521 | Tanzania,Africa,1987,51.535,23040630,831.8220794
1522 | Tanzania,Africa,1992,50.44,26605473,825.682454
1523 | Tanzania,Africa,1997,48.466,30686889,789.1862231
1524 | Tanzania,Africa,2002,49.651,34593779,899.0742111
1525 | Tanzania,Africa,2007,52.517,38139640,1107.482182
1526 | Thailand,Asia,1952,50.848,21289402,757.7974177
1527 | Thailand,Asia,1957,53.63,25041917,793.5774148
1528 | Thailand,Asia,1962,56.061,29263397,1002.199172
1529 | Thailand,Asia,1967,58.285,34024249,1295.46066
1530 | Thailand,Asia,1972,60.405,39276153,1524.358936
1531 | Thailand,Asia,1977,62.494,44148285,1961.224635
1532 | Thailand,Asia,1982,64.597,48827160,2393.219781
1533 | Thailand,Asia,1987,66.084,52910342,2982.653773
1534 | Thailand,Asia,1992,67.298,56667095,4616.896545
1535 | Thailand,Asia,1997,67.521,60216677,5852.625497
1536 | Thailand,Asia,2002,68.564,62806748,5913.187529
1537 | Thailand,Asia,2007,70.616,65068149,7458.396327
1538 | Togo,Africa,1952,38.596,1219113,859.8086567
1539 | Togo,Africa,1957,41.208,1357445,925.9083202
1540 | Togo,Africa,1962,43.922,1528098,1067.53481
1541 | Togo,Africa,1967,46.769,1735550,1477.59676
1542 | Togo,Africa,1972,49.759,2056351,1649.660188
1543 | Togo,Africa,1977,52.887,2308582,1532.776998
1544 | Togo,Africa,1982,55.471,2644765,1344.577953
1545 | Togo,Africa,1987,56.941,3154264,1202.201361
1546 | Togo,Africa,1992,58.061,3747553,1034.298904
1547 | Togo,Africa,1997,58.39,4320890,982.2869243
1548 | Togo,Africa,2002,57.561,4977378,886.2205765
1549 | Togo,Africa,2007,58.42,5701579,882.9699438
1550 | Trinidad and Tobago,Americas,1952,59.1,662850,3023.271928
1551 | Trinidad and Tobago,Americas,1957,61.8,764900,4100.3934
1552 | Trinidad and Tobago,Americas,1962,64.9,887498,4997.523971
1553 | Trinidad and Tobago,Americas,1967,65.4,960155,5621.368472
1554 | Trinidad and Tobago,Americas,1972,65.9,975199,6619.551419
1555 | Trinidad and Tobago,Americas,1977,68.3,1039009,7899.554209
1556 | Trinidad and Tobago,Americas,1982,68.832,1116479,9119.528607
1557 | Trinidad and Tobago,Americas,1987,69.582,1191336,7388.597823
1558 | Trinidad and Tobago,Americas,1992,69.862,1183669,7370.990932
1559 | Trinidad and Tobago,Americas,1997,69.465,1138101,8792.573126
1560 | Trinidad and Tobago,Americas,2002,68.976,1101832,11460.60023
1561 | Trinidad and Tobago,Americas,2007,69.819,1056608,18008.50924
1562 | Tunisia,Africa,1952,44.6,3647735,1468.475631
1563 | Tunisia,Africa,1957,47.1,3950849,1395.232468
1564 | Tunisia,Africa,1962,49.579,4286552,1660.30321
1565 | Tunisia,Africa,1967,52.053,4786986,1932.360167
1566 | Tunisia,Africa,1972,55.602,5303507,2753.285994
1567 | Tunisia,Africa,1977,59.837,6005061,3120.876811
1568 | Tunisia,Africa,1982,64.048,6734098,3560.233174
1569 | Tunisia,Africa,1987,66.894,7724976,3810.419296
1570 | Tunisia,Africa,1992,70.001,8523077,4332.720164
1571 | Tunisia,Africa,1997,71.973,9231669,4876.798614
1572 | Tunisia,Africa,2002,73.042,9770575,5722.895655
1573 | Tunisia,Africa,2007,73.923,10276158,7092.923025
1574 | Turkey,Europe,1952,43.585,22235677,1969.10098
1575 | Turkey,Europe,1957,48.079,25670939,2218.754257
1576 | Turkey,Europe,1962,52.098,29788695,2322.869908
1577 | Turkey,Europe,1967,54.336,33411317,2826.356387
1578 | Turkey,Europe,1972,57.005,37492953,3450.69638
1579 | Turkey,Europe,1977,59.507,42404033,4269.122326
1580 | Turkey,Europe,1982,61.036,47328791,4241.356344
1581 | Turkey,Europe,1987,63.108,52881328,5089.043686
1582 | Turkey,Europe,1992,66.146,58179144,5678.348271
1583 | Turkey,Europe,1997,68.835,63047647,6601.429915
1584 | Turkey,Europe,2002,70.845,67308928,6508.085718
1585 | Turkey,Europe,2007,71.777,71158647,8458.276384
1586 | Uganda,Africa,1952,39.978,5824797,734.753484
1587 | Uganda,Africa,1957,42.571,6675501,774.3710692
1588 | Uganda,Africa,1962,45.344,7688797,767.2717398
1589 | Uganda,Africa,1967,48.051,8900294,908.9185217
1590 | Uganda,Africa,1972,51.016,10190285,950.735869
1591 | Uganda,Africa,1977,50.35,11457758,843.7331372
1592 | Uganda,Africa,1982,49.849,12939400,682.2662268
1593 | Uganda,Africa,1987,51.509,15283050,617.7244065
1594 | Uganda,Africa,1992,48.825,18252190,644.1707969
1595 | Uganda,Africa,1997,44.578,21210254,816.559081
1596 | Uganda,Africa,2002,47.813,24739869,927.7210018
1597 | Uganda,Africa,2007,51.542,29170398,1056.380121
1598 | United Kingdom,Europe,1952,69.18,50430000,9979.508487
1599 | United Kingdom,Europe,1957,70.42,51430000,11283.17795
1600 | United Kingdom,Europe,1962,70.76,53292000,12477.17707
1601 | United Kingdom,Europe,1967,71.36,54959000,14142.85089
1602 | United Kingdom,Europe,1972,72.01,56079000,15895.11641
1603 | United Kingdom,Europe,1977,72.76,56179000,17428.74846
1604 | United Kingdom,Europe,1982,74.04,56339704,18232.42452
1605 | United Kingdom,Europe,1987,75.007,56981620,21664.78767
1606 | United Kingdom,Europe,1992,76.42,57866349,22705.09254
1607 | United Kingdom,Europe,1997,77.218,58808266,26074.53136
1608 | United Kingdom,Europe,2002,78.471,59912431,29478.99919
1609 | United Kingdom,Europe,2007,79.425,60776238,33203.26128
1610 | United States,Americas,1952,68.44,157553000,13990.48208
1611 | United States,Americas,1957,69.49,171984000,14847.12712
1612 | United States,Americas,1962,70.21,186538000,16173.14586
1613 | United States,Americas,1967,70.76,198712000,19530.36557
1614 | United States,Americas,1972,71.34,209896000,21806.03594
1615 | United States,Americas,1977,73.38,220239000,24072.63213
1616 | United States,Americas,1982,74.65,232187835,25009.55914
1617 | United States,Americas,1987,75.02,242803533,29884.35041
1618 | United States,Americas,1992,76.09,256894189,32003.93224
1619 | United States,Americas,1997,76.81,272911760,35767.43303
1620 | United States,Americas,2002,77.31,287675526,39097.09955
1621 | United States,Americas,2007,78.242,301139947,42951.65309
1622 | Uruguay,Americas,1952,66.071,2252965,5716.766744
1623 | Uruguay,Americas,1957,67.044,2424959,6150.772969
1624 | Uruguay,Americas,1962,68.253,2598466,5603.357717
1625 | Uruguay,Americas,1967,68.468,2748579,5444.61962
1626 | Uruguay,Americas,1972,68.673,2829526,5703.408898
1627 | Uruguay,Americas,1977,69.481,2873520,6504.339663
1628 | Uruguay,Americas,1982,70.805,2953997,6920.223051
1629 | Uruguay,Americas,1987,71.918,3045153,7452.398969
1630 | Uruguay,Americas,1992,72.752,3149262,8137.004775
1631 | Uruguay,Americas,1997,74.223,3262838,9230.240708
1632 | Uruguay,Americas,2002,75.307,3363085,7727.002004
1633 | Uruguay,Americas,2007,76.384,3447496,10611.46299
1634 | Venezuela,Americas,1952,55.088,5439568,7689.799761
1635 | Venezuela,Americas,1957,57.907,6702668,9802.466526
1636 | Venezuela,Americas,1962,60.77,8143375,8422.974165
1637 | Venezuela,Americas,1967,63.479,9709552,9541.474188
1638 | Venezuela,Americas,1972,65.712,11515649,10505.25966
1639 | Venezuela,Americas,1977,67.456,13503563,13143.95095
1640 | Venezuela,Americas,1982,68.557,15620766,11152.41011
1641 | Venezuela,Americas,1987,70.19,17910182,9883.584648
1642 | Venezuela,Americas,1992,71.15,20265563,10733.92631
1643 | Venezuela,Americas,1997,72.146,22374398,10165.49518
1644 | Venezuela,Americas,2002,72.766,24287670,8605.047831
1645 | Venezuela,Americas,2007,73.747,26084662,11415.80569
1646 | Vietnam,Asia,1952,40.412,26246839,605.0664917
1647 | Vietnam,Asia,1957,42.887,28998543,676.2854478
1648 | Vietnam,Asia,1962,45.363,33796140,772.0491602
1649 | Vietnam,Asia,1967,47.838,39463910,637.1232887
1650 | Vietnam,Asia,1972,50.254,44655014,699.5016441
1651 | Vietnam,Asia,1977,55.764,50533506,713.5371196
1652 | Vietnam,Asia,1982,58.816,56142181,707.2357863
1653 | Vietnam,Asia,1987,62.82,62826491,820.7994449
1654 | Vietnam,Asia,1992,67.662,69940728,989.0231487
1655 | Vietnam,Asia,1997,70.672,76048996,1385.896769
1656 | Vietnam,Asia,2002,73.017,80908147,1764.456677
1657 | Vietnam,Asia,2007,74.249,85262356,2441.576404
1658 | West Bank and Gaza,Asia,1952,43.16,1030585,1515.592329
1659 | West Bank and Gaza,Asia,1957,45.671,1070439,1827.067742
1660 | West Bank and Gaza,Asia,1962,48.127,1133134,2198.956312
1661 | West Bank and Gaza,Asia,1967,51.631,1142636,2649.715007
1662 | West Bank and Gaza,Asia,1972,56.532,1089572,3133.409277
1663 | West Bank and Gaza,Asia,1977,60.765,1261091,3682.831494
1664 | West Bank and Gaza,Asia,1982,64.406,1425876,4336.032082
1665 | West Bank and Gaza,Asia,1987,67.046,1691210,5107.197384
1666 | West Bank and Gaza,Asia,1992,69.718,2104779,6017.654756
1667 | West Bank and Gaza,Asia,1997,71.096,2826046,7110.667619
1668 | West Bank and Gaza,Asia,2002,72.37,3389578,4515.487575
1669 | West Bank and Gaza,Asia,2007,73.422,4018332,3025.349798
1670 | "Yemen, Rep.",Asia,1952,32.548,4963829,781.7175761
1671 | "Yemen, Rep.",Asia,1957,33.97,5498090,804.8304547
1672 | "Yemen, Rep.",Asia,1962,35.18,6120081,825.6232006
1673 | "Yemen, Rep.",Asia,1967,36.984,6740785,862.4421463
1674 | "Yemen, Rep.",Asia,1972,39.848,7407075,1265.047031
1675 | "Yemen, Rep.",Asia,1977,44.175,8403990,1829.765177
1676 | "Yemen, Rep.",Asia,1982,49.113,9657618,1977.55701
1677 | "Yemen, Rep.",Asia,1987,52.922,11219340,1971.741538
1678 | "Yemen, Rep.",Asia,1992,55.599,13367997,1879.496673
1679 | "Yemen, Rep.",Asia,1997,58.02,15826497,2117.484526
1680 | "Yemen, Rep.",Asia,2002,60.308,18701257,2234.820827
1681 | "Yemen, Rep.",Asia,2007,62.698,22211743,2280.769906
1682 | Zambia,Africa,1952,42.038,2672000,1147.388831
1683 | Zambia,Africa,1957,44.077,3016000,1311.956766
1684 | Zambia,Africa,1962,46.023,3421000,1452.725766
1685 | Zambia,Africa,1967,47.768,3900000,1777.077318
1686 | Zambia,Africa,1972,50.107,4506497,1773.498265
1687 | Zambia,Africa,1977,51.386,5216550,1588.688299
1688 | Zambia,Africa,1982,51.821,6100407,1408.678565
1689 | Zambia,Africa,1987,50.821,7272406,1213.315116
1690 | Zambia,Africa,1992,46.1,8381163,1210.884633
1691 | Zambia,Africa,1997,40.238,9417789,1071.353818
1692 | Zambia,Africa,2002,39.193,10595811,1071.613938
1693 | Zambia,Africa,2007,42.384,11746035,1271.211593
1694 | Zimbabwe,Africa,1952,48.451,3080907,406.8841148
1695 | Zimbabwe,Africa,1957,50.469,3646340,518.7642681
1696 | Zimbabwe,Africa,1962,52.358,4277736,527.2721818
1697 | Zimbabwe,Africa,1967,53.995,4995432,569.7950712
1698 | Zimbabwe,Africa,1972,55.635,5861135,799.3621758
1699 | Zimbabwe,Africa,1977,57.674,6642107,685.5876821
1700 | Zimbabwe,Africa,1982,60.363,7636524,788.8550411
1701 | Zimbabwe,Africa,1987,62.351,9216418,706.1573059
1702 | Zimbabwe,Africa,1992,60.377,10704340,693.4207856
1703 | Zimbabwe,Africa,1997,46.809,11404948,792.4499603
1704 | Zimbabwe,Africa,2002,39.989,11926563,672.0386227
1705 | Zimbabwe,Africa,2007,43.487,12311143,469.7092981
1706 |
--------------------------------------------------------------------------------
/data/gapminder_oceania.csv:
--------------------------------------------------------------------------------
1 | country,continent,year,lifeExp,pop,gdpPercap
2 | Australia,Oceania,1952,69.12,8691212,10039.59564
3 | Australia,Oceania,1957,70.33,9712569,10949.64959
4 | Australia,Oceania,1962,70.93,10794968,12217.22686
5 | Australia,Oceania,1967,71.1,11872264,14526.12465
6 | Australia,Oceania,1972,71.93,13177000,16788.62948
7 | Australia,Oceania,1977,73.49,14074100,18334.19751
8 | Australia,Oceania,1982,74.74,15184200,19477.00928
9 | Australia,Oceania,1987,76.32,16257249,21888.88903
10 | Australia,Oceania,1992,77.56,17481977,23424.76683
11 | Australia,Oceania,1997,78.83,18565243,26997.93657
12 | Australia,Oceania,2002,80.37,19546792,30687.75473
13 | Australia,Oceania,2007,81.235,20434176,34435.36744
14 | New Zealand,Oceania,1952,69.39,1994794,10556.57566
15 | New Zealand,Oceania,1957,70.26,2229407,12247.39532
16 | New Zealand,Oceania,1962,71.24,2488550,13175.678
17 | New Zealand,Oceania,1967,71.52,2728150,14463.91893
18 | New Zealand,Oceania,1972,71.89,2929100,16046.03728
19 | New Zealand,Oceania,1977,72.22,3164900,16233.7177
20 | New Zealand,Oceania,1982,73.84,3210650,17632.4104
21 | New Zealand,Oceania,1987,74.32,3317166,19007.19129
22 | New Zealand,Oceania,1992,76.33,3437674,18363.32494
23 | New Zealand,Oceania,1997,77.55,3676187,21050.41377
24 | New Zealand,Oceania,2002,79.11,3908037,23189.80135
25 | New Zealand,Oceania,2007,80.204,4115771,25185.00911
26 |
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/fonts/AsapCondensed-Bold.ttf:
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/fonts/AsapCondensed-BoldItalic.ttf:
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/fonts/AsapCondensed-Italic.ttf:
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/fonts/AsapCondensed-Regular.ttf:
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/fonts/Asap_Condensed.zip:
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/fundamentals-ggplot2-pearson.R:
--------------------------------------------------------------------------------
1 | ################################################################################
2 | # #
3 | # "Hands-On Dat Visualization with ggplot2: Concepts" #
4 | # Pearson Live Training Session for O'Reilly, June 13 2023 #
5 | # #
6 | # Dr Cédric Scherer #
7 | # cedricscherer.com #
8 | # #
9 | ################################################################################
10 |
11 |
12 | ##------------------------------------------------------------------------------
13 | ## PREPARATION
14 | ##------------------------------------------------------------------------------
15 |
16 | ## This session makes use of the following packages:
17 | ## - ggplot2
18 | ## - dplyr
19 | ## - readr
20 | ## - forcats
21 | ## - stringr
22 | ## - scales
23 | ## - ragg
24 | ## - gapminder
25 |
26 | ## Please install the missing packages by running the following:
27 | pkgs <- c("ggplot2", "dplyr", "readr","forcats", "stringr", "scales", "ragg", "gapminder")
28 | unavailable <- setdiff(pkgs, rownames(installed.packages()))
29 | install.packages(unavailable)
30 |
31 | ## We are using a non-default font in this session. If you want to run all code
32 | ## "as it is", please install the "Asap Condensed" typeface which is available
33 | ## for free via Google Fonts: fonts.google.com/specimen/Asap+Condensed.
34 | ## You find the files in the ./fonts folder. Install them by double-clicking.
35 | ##
36 | ## If you don't want to or can't install the fonts, it is still possible to run
37 | ## the code. Just make sure to replace the font families in the code with one
38 | ## that is installed on your system--or remove the respective rows (more later).
39 |
40 | ## For Mac Users: If you want to save your visualization to PDF, Please make
41 | ## sure that XQuartz is installed which is needed to use the cairo pdf device:
42 | ## https://www.xquartz.org/
43 |
44 |
45 | ## That's it---let's start!
46 |
47 |
48 | ##------------------------------------------------------------------------------
49 | ## DATA SETS
50 | ##------------------------------------------------------------------------------
51 |
52 | library(gapminder)
53 |
54 | gapminder
55 |
56 | # gapminder <- readr::read_csv("./data/gapminder.csv")
57 | # gapminder
58 |
59 | library(dplyr)
60 |
61 | gm2007 <- filter(gapminder, year == 2007)
62 | gm2007
63 |
64 | gm_g7 <- filter(gapminder, country %in% c(
65 | "United States", "Canada", "France", "Germany", "Italy", "Japan", "United Kingdom")
66 | )
67 | gm_g7
68 |
69 |
70 | ##------------------------------------------------------------------------------
71 | ## GGPLOT COMPONENTS: DATA
72 | ##------------------------------------------------------------------------------
73 |
74 | ?ggplot
75 |
76 | ggplot(data = gm2007)
77 |
78 |
79 | ##------------------------------------------------------------------------------
80 | ## GGPLOT COMPONENTS: AESTHETICS
81 | ##------------------------------------------------------------------------------
82 |
83 | ggplot(data = gm2007) +
84 | aes(x = gdpPercap, y = lifeExp)
85 |
86 | ggplot(data = gm2007) + aes(x = gdpPercap, y = lifeExp)
87 |
88 | ggplot(data = gm2007, mapping = aes(x = gdpPercap, y = lifeExp))
89 |
90 | ggplot(gm2007, aes(gdpPercap, lifeExp))
91 |
92 | ggplot(data = gm2007, aes(x = gdpPercap, y = lifeExp))
93 |
94 | ggplot(
95 | data = gm2007,
96 | aes(x = gdpPercap, y = lifeExp)
97 | )
98 |
99 |
100 | ##------------------------------------------------------------------------------
101 | ## GGPLOT COMPONENTS: GEOMETRICAL LAYERS
102 | ##------------------------------------------------------------------------------
103 |
104 | ggplot(
105 | data = gm2007,
106 | aes(x = gdpPercap, y = lifeExp)
107 | ) +
108 | geom_point()
109 |
110 | ggplot(
111 | data = gm2007,
112 | aes(x = gdpPercap, y = lifeExp)
113 | ) +
114 | layer(
115 | geom = "point",
116 | stat = "identity", ## do nothing
117 | position = "identity" ## do nothing
118 | )
119 |
120 | ggplot(
121 | data = gm2007,
122 | aes(x = gdpPercap, y = lifeExp)
123 | ) +
124 | layer(
125 | geom = "line",
126 | stat = "identity", ## do nothing
127 | position = "identity" ## do nothing
128 | )
129 |
130 | ggplot(
131 | data = gm2007,
132 | aes(x = gdpPercap, y = lifeExp)
133 | ) +
134 | layer(
135 | geom = "smooth",
136 | stat = "smooth",
137 | position = "identity" ## do nothing
138 | )
139 |
140 | ggplot(
141 | data = gm2007,
142 | aes(x = gdpPercap, y = lifeExp)
143 | ) +
144 | geom_smooth()
145 |
146 | ggplot(
147 | data = gm2007,
148 | aes(x = gdpPercap, y = lifeExp)
149 | ) +
150 | geom_point() +
151 | geom_smooth()
152 |
153 | ggplot(
154 | data = gm2007,
155 | aes(x = gdpPercap, y = lifeExp)
156 | ) +
157 | geom_smooth() +
158 | geom_point()
159 |
160 | ggplot(
161 | data = gm2007,
162 | aes(x = gdpPercap, y = lifeExp)
163 | ) +
164 | geom_point(
165 | color = "#28a87d",
166 | alpha = .5,
167 | shape = 8,
168 | stroke = 1.2,
169 | size = 2
170 | )
171 |
172 | ggplot(
173 | data = gm2007,
174 | aes(x = gdpPercap, y = lifeExp)
175 | ) +
176 | geom_point(
177 | color = "#28a87d"
178 | )
179 |
180 | ggplot(
181 | data = gm2007,
182 | aes(x = gdpPercap, y = lifeExp)
183 | ) +
184 | geom_point(
185 | aes(color = continent)
186 | )
187 |
188 | ggplot(
189 | data = gm2007,
190 | aes(x = gdpPercap, y = lifeExp)
191 | ) +
192 | geom_point(
193 | color = "#28a87d",
194 | size = 3
195 | )
196 |
197 | ggplot(
198 | data = gm2007,
199 | aes(x = gdpPercap, y = lifeExp)
200 | ) +
201 | geom_point(
202 | aes(color = continent,
203 | size = pop)
204 | )
205 |
206 | ggplot(
207 | data = gm2007,
208 | aes(x = gdpPercap, y = lifeExp)
209 | ) +
210 | geom_point(
211 | aes(color = lifeExp >= 75),
212 | alpha = .5
213 | )
214 |
215 | ggplot(
216 | data = gm2007,
217 | aes(x = gdpPercap, y = lifeExp)
218 | ) +
219 | geom_point(
220 | aes(color = continent != "Europe"),
221 | alpha = .5
222 | )
223 |
224 | ggplot(
225 | data = gm2007,
226 | aes(x = gdpPercap, y = lifeExp)
227 | ) +
228 | geom_point(
229 | aes(color = pop < 10^9),
230 | alpha = .5
231 | )
232 |
233 | ggplot(
234 | data = gm_g7,
235 | aes(x = year, y = lifeExp)
236 | ) +
237 | geom_line(
238 | aes(color = country),
239 | alpha = .5
240 | )
241 |
242 | ggplot(
243 | data = gm_g7,
244 | aes(x = year, y = lifeExp,
245 | color = country)
246 | ) +
247 | geom_line(
248 | alpha = .5
249 | )
250 |
251 | ggplot(
252 | data = gm_g7,
253 | aes(x = year, y = lifeExp)
254 | ) +
255 | geom_line(
256 | aes(color = country),
257 | alpha = .5
258 | ) +
259 | geom_smooth(
260 | method = "lm"
261 | )
262 |
263 | ggplot(
264 | data = gm_g7,
265 | aes(x = year, y = lifeExp,
266 | color = country)
267 | ) +
268 | geom_line(
269 | alpha = .5
270 | ) +
271 | geom_smooth(
272 | method = "lm"
273 | )
274 |
275 | ggplot(
276 | data = gm_g7,
277 | aes(x = year, y = lifeExp,
278 | color = country)
279 | ) +
280 | geom_line(
281 | alpha = .5
282 | ) +
283 | geom_smooth(
284 | method = "lm",
285 | color = "black"
286 | )
287 |
288 | ggplot(
289 | data = gm_g7,
290 | aes(x = year, y = lifeExp)
291 | ) +
292 | geom_line(
293 | alpha = .5
294 | )
295 |
296 | ggplot(
297 | data = gm_g7,
298 | aes(x = year, y = lifeExp,
299 | group = country)
300 | ) +
301 | geom_line(
302 | alpha = .5
303 | )
304 |
305 | ggplot(
306 | data = gm_g7,
307 | aes(x = year, y = lifeExp,
308 | group = country)
309 | ) +
310 | geom_line(
311 | alpha = .5
312 | ) +
313 | geom_line(
314 | data = filter(gm_g7, country == "Japan"),
315 | color = "red",
316 | size = 1
317 | )
318 |
319 | ggplot(
320 | data = gm2007,
321 | aes(x = continent, y = gdpPercap)
322 | ) +
323 | geom_point(
324 | alpha = .3
325 | )
326 |
327 | ggplot(
328 | data = gm2007,
329 | aes(x = continent, y = gdpPercap)
330 | ) +
331 | geom_point(
332 | position = "identity",
333 | alpha = .3
334 | )
335 |
336 | ggplot(
337 | data = gm2007,
338 | aes(x = continent, y = gdpPercap)
339 | ) +
340 | geom_point(
341 | position = "jitter",
342 | alpha = .3
343 | )
344 |
345 | ggplot(
346 | data = gm2007,
347 | aes(x = continent, y = gdpPercap)
348 | ) +
349 | geom_point(
350 | position = position_jitter(),
351 | alpha = .3
352 | )
353 |
354 | ggplot(
355 | data = gm2007,
356 | aes(x = continent, y = gdpPercap)
357 | ) +
358 | geom_point(
359 | position = position_jitter(
360 | width = .2
361 | ),
362 | alpha = .3
363 | )
364 |
365 | ggplot(
366 | data = gm2007,
367 | aes(x = continent, y = gdpPercap)
368 | ) +
369 | geom_jitter(
370 | width = .2,
371 | alpha = .3
372 | )
373 |
374 | ggplot(
375 | data = gm2007,
376 | aes(x = continent, y = gdpPercap)
377 | ) +
378 | geom_boxplot() +
379 | geom_jitter(
380 | width = .2,
381 | alpha = .3
382 | )
383 |
384 | ggplot(
385 | data = gm2007,
386 | aes(x = continent, y = gdpPercap)
387 | ) +
388 | geom_boxplot(
389 | outlier.shape = NA
390 | ) +
391 | geom_jitter(
392 | width = .2,
393 | alpha = .3
394 | )
395 |
396 | gm_bars <- filter(
397 | gapminder,
398 | country %in% c("United States", "Canada"),
399 | year > 1999
400 | )
401 |
402 | gm_bars
403 |
404 | ggplot(
405 | data = gm_bars,
406 | aes(x = year, y = gdpPercap)
407 | ) +
408 | geom_col(
409 | aes(fill = country)
410 | )
411 |
412 | ggplot(
413 | data = gm_bars,
414 | aes(x = factor(year), y = gdpPercap)
415 | ) +
416 | geom_col(
417 | aes(fill = country)
418 | )
419 |
420 | ggplot(
421 | data = gm_bars,
422 | aes(x = factor(year), y = gdpPercap)
423 | ) +
424 | geom_col(
425 | aes(fill = country),
426 | position = "stack"
427 | )
428 |
429 | ggplot(
430 | data = gm_bars,
431 | aes(x = factor(year), y = gdpPercap)
432 | ) +
433 | geom_col(
434 | aes(fill = country),
435 | position = "dodge"
436 | )
437 |
438 | ggplot(
439 | data = gm_bars,
440 | aes(x = factor(year), y = gdpPercap)
441 | ) +
442 | geom_col(
443 | aes(fill = country),
444 | position = "dodge",
445 | width = .6
446 | )
447 |
448 | ggplot(
449 | data = gm_bars,
450 | aes(x = factor(year), y = gdpPercap)
451 | ) +
452 | geom_col(
453 | aes(fill = country),
454 | position = position_dodge(
455 | width = .7
456 | ),
457 | width = .6
458 | )
459 |
460 | ggplot(
461 | data = gm2007,
462 | aes(x = gdpPercap, y = lifeExp,
463 | color = continent,
464 | size = pop)
465 | ) +
466 | geom_point(
467 | alpha = .5
468 | )
469 |
470 | ggplot(
471 | data = gm2007,
472 | aes(x = gdpPercap, y = lifeExp,
473 | color = continent,
474 | size = pop)
475 | ) +
476 | geom_point(
477 | alpha = .5
478 | ) +
479 | labs(
480 | x = "GDP per capita (US$, inflation-adjusted)",
481 | y = "Life expectancy at birth (years)"
482 | )
483 |
484 | ggplot(
485 | data = gm2007,
486 | aes(x = gdpPercap, y = lifeExp,
487 | color = continent,
488 | size = pop)
489 | ) +
490 | geom_point(
491 | alpha = .5
492 | ) +
493 | labs(
494 | x = "GDP per capita (US$, inflation-adjusted)",
495 | y = "Life expectancy at birth (years)",
496 | color = "Continent:",
497 | size = "Population:"
498 | )
499 |
500 | ggplot(
501 | data = gm2007,
502 | aes(x = gdpPercap, y = lifeExp,
503 | color = continent,
504 | size = pop)
505 | ) +
506 | geom_point(
507 | alpha = .5
508 | ) +
509 | labs(
510 | x = "GDP per capita (US$, inflation-adjusted)",
511 | y = NULL,
512 | color = NULL,
513 | size = "Population:"
514 | )
515 |
516 | ggplot(
517 | data = gm2007,
518 | aes(x = gdpPercap, y = lifeExp,
519 | color = continent,
520 | size = pop)
521 | ) +
522 | geom_point(
523 | alpha = .5
524 | ) +
525 | labs(
526 | x = "GDP per capita (US$, inflation-adjusted)",
527 | y = "",
528 | color = NULL,
529 | size = "Population:"
530 | )
531 |
532 | ggplot(
533 | data = gm2007,
534 | aes(x = gdpPercap, y = lifeExp,
535 | color = continent,
536 | size = pop)
537 | ) +
538 | geom_point(
539 | alpha = .5
540 | ) +
541 | labs(
542 | x = "GDP per capita (US$, inflation-adjusted)",
543 | y = "Life expectancy at birth (years)",
544 | color = "Continent:",
545 | size = "Population:",
546 | title = "Health & Income of Nations in 2007",
547 | caption = "Source: Gapminder project"
548 | )
549 |
550 |
551 | ##------------------------------------------------------------------------------
552 | ## EXPORT YOUR GGPLOT
553 | ##------------------------------------------------------------------------------
554 |
555 | # ggsave(g, filename = "my_plot.png")
556 |
557 | # ggsave("my_plot.png")
558 |
559 | # ggsave("my_plot.png", width = 8, height = 5, dpi = 600)
560 |
561 | # ggsave("my_plot.pdf", width = 20, height = 12, unit = "cm", device = cairo_pdf)
562 |
563 |
564 | ##------------------------------------------------------------------------------
565 | ## STORE YOUR GGPLOT
566 | ##------------------------------------------------------------------------------
567 |
568 | g <-
569 | ggplot(
570 | data = gm2007,
571 | aes(x = gdpPercap, y = lifeExp,
572 | color = continent,
573 | size = pop)
574 | ) +
575 | geom_point(
576 | alpha = .5
577 | ) +
578 | labs(
579 | x = "GDP per capita",
580 | y = "Life expectancy",
581 | color = NULL,
582 | size = "Population:",
583 | title = "Health & Income of Nations in 2007"
584 | )
585 |
586 | class(g)
587 |
588 | g
589 |
590 |
591 | ##------------------------------------------------------------------------------
592 | ## GGPLOT COMPONENTS: THEMES
593 | ##------------------------------------------------------------------------------
594 |
595 | g + theme_light()
596 |
597 | g + theme_minimal()
598 |
599 | g + theme_classic()
600 |
601 | g + theme_void()
602 |
603 | g + theme_light(
604 | base_size = 13,
605 | base_family = "Asap Condensed"
606 | )
607 |
608 | theme_set(theme_light())
609 |
610 | g
611 |
612 | theme_set(theme_light(
613 | base_size = 13,
614 | base_family = "Asap Condensed"
615 | ))
616 |
617 | g
618 |
619 | library(ragg)
620 |
621 | systemfonts::system_fonts() %>%
622 | filter(stringr::str_detect(family, "Asap")) %>%
623 | pull(family) %>%
624 | unique() %>%
625 | sort()
626 |
627 | g +
628 | theme()
629 |
630 | g +
631 | theme(
632 | panel.grid.minor = element_blank()
633 | )
634 |
635 | g +
636 | theme(
637 | panel.grid.minor = element_blank(),
638 | plot.title = element_text(face = "bold")
639 | )
640 |
641 | g +
642 | theme(
643 | panel.grid.minor = element_blank(),
644 | plot.title = element_text(face = "bold"),
645 | plot.title.position = "plot"
646 | )
647 |
648 | g +
649 | theme(
650 | panel.grid.minor = element_blank(),
651 | plot.title = element_text(face = "bold"),
652 | plot.title.position = "plot",
653 | panel.background = element_rect(
654 | fill = "#f8f8f8", color = NA
655 | )
656 | )
657 |
658 | theme_update(
659 | panel.grid.minor = element_blank(),
660 | plot.title = element_text(face = "bold"),
661 | plot.title.position = "plot",
662 | panel.background = element_rect(
663 | fill = "#f8f8f8", color = NA
664 | )
665 | )
666 |
667 | theme_update(
668 | panel.grid.minor = element_blank(),
669 | plot.title = element_text(face = "bold"),
670 | plot.title.position = "plot",
671 | panel.background = element_rect(
672 | fill = "#f8f8f8", color = NA
673 | )
674 | )
675 |
676 | g
677 |
678 |
679 | ##------------------------------------------------------------------------------
680 | ## GGPLOT COMPONENTS: FACETS
681 | ##------------------------------------------------------------------------------
682 |
683 | g +
684 | facet_wrap(
685 | vars(continent)
686 | )
687 |
688 | g +
689 | facet_wrap(
690 | ~ continent
691 | )
692 |
693 | g +
694 | facet_wrap(
695 | ~ continent,
696 | ncol = 1
697 | )
698 |
699 | g +
700 | facet_wrap(
701 | ~ continent,
702 | ncol = 2
703 | )
704 |
705 | g +
706 | facet_wrap(
707 | ~ continent,
708 | ncol = 2,
709 | scales = "free"
710 | )
711 |
712 | g +
713 | facet_wrap(
714 | ~ continent,
715 | ncol = 2,
716 | scales = "free_y"
717 | )
718 |
719 |
720 | ##------------------------------------------------------------------------------
721 | ## GGPLOT COMPONENTS: SCALES
722 | ##------------------------------------------------------------------------------
723 |
724 | ggplot(
725 | data = gm2007,
726 | aes(x = gdpPercap,
727 | y = lifeExp,
728 | color = continent,
729 | size = pop)
730 | ) +
731 | geom_point() +
732 | scale_x_continuous() +
733 | scale_y_continuous() +
734 | scale_color_discrete() +
735 | scale_size()
736 |
737 | ggplot(
738 | data = gm2007,
739 | aes(x = continent,
740 | y = lifeExp,
741 | color = gdpPercap)
742 | ) +
743 | geom_jitter(width = .2) +
744 | scale_x_discrete() +
745 | scale_y_continuous() +
746 | scale_color_continuous()
747 |
748 | g +
749 | scale_x_continuous() +
750 | scale_y_continuous() +
751 | scale_color_discrete() +
752 | scale_size()
753 |
754 | g +
755 | scale_x_log10() +
756 | scale_y_binned() +
757 | scale_color_viridis_d() +
758 | scale_size_area()
759 |
760 | g +
761 | scale_x_log10(
762 | labels = scales::label_comma()
763 | ) +
764 | scale_y_continuous() +
765 | scale_color_discrete() +
766 | scale_size()
767 |
768 | g +
769 | scale_x_log10(
770 | labels = scales::label_comma(),
771 | name = "GDP per capita (log scale)"
772 | ) +
773 | scale_y_continuous() +
774 | scale_color_discrete() +
775 | scale_size()
776 |
777 | g +
778 | scale_x_log10(
779 | labels = scales::label_comma(),
780 | name = "GDP per capita (log scale)"
781 | ) +
782 | scale_y_continuous(
783 | limits = c(35, NA),
784 | ) +
785 | scale_color_discrete() +
786 | scale_size()
787 |
788 | g +
789 | scale_x_log10(
790 | labels = scales::label_comma(),
791 | name = "GDP per capita (log scale)"
792 | ) +
793 | scale_y_continuous(
794 | limits = c(60, 75)
795 | ) +
796 | scale_color_discrete() +
797 | scale_size()
798 |
799 | g +
800 | scale_x_log10(
801 | labels = scales::label_comma(),
802 | name = "GDP per capita (log scale)"
803 | ) +
804 | scale_y_continuous(
805 | limits = c(35, NA),
806 | breaks = seq(30, 85, by = 5)
807 | ) +
808 | scale_color_discrete() +
809 | scale_size()
810 |
811 | g +
812 | scale_x_log10(
813 | labels = scales::label_comma(),
814 | name = "GDP per capita (log scale)"
815 | ) +
816 | scale_y_continuous(
817 | limits = c(35, NA),
818 | breaks = seq(30, 85, by = 5)
819 | ) +
820 | scale_color_discrete(
821 | type = continent_colors
822 | ) +
823 | scale_size()
824 |
825 | gapminder::continent_colors
826 |
827 | g +
828 | scale_x_log10(
829 | labels = scales::label_comma(),
830 | name = "GDP per capita (log scale)"
831 | ) +
832 | scale_y_continuous(
833 | limits = c(35, NA),
834 | breaks = seq(30, 85, by = 5)
835 | ) +
836 | scale_color_manual(
837 | values = continent_colors
838 | ) +
839 | scale_size()
840 |
841 | g +
842 | scale_x_log10(
843 | labels = scales::label_comma(),
844 | name = "GDP per capita (log scale)"
845 | ) +
846 | scale_y_continuous(
847 | limits = c(35, NA),
848 | breaks = seq(30, 85, by = 5)
849 | ) +
850 | scale_color_brewer(
851 | palette = "Dark2"
852 | ) +
853 | scale_size()
854 |
855 | g +
856 | scale_x_log10(
857 | labels = scales::label_comma(),
858 | name = "GDP per capita (log scale)"
859 | ) +
860 | scale_y_continuous(
861 | limits = c(35, NA),
862 | breaks = seq(30, 85, by = 5)
863 | ) +
864 | scale_color_brewer(
865 | palette = "Dark2"
866 | ) +
867 | scale_size(
868 | range = c(1, 9)
869 | )
870 |
871 | g +
872 | scale_x_log10(
873 | labels = scales::label_comma(),
874 | name = "GDP per capita (log scale)"
875 | ) +
876 | scale_y_continuous(
877 | limits = c(35, NA),
878 | breaks = seq(30, 85, by = 5)
879 | ) +
880 | scale_color_brewer(
881 | palette = "Dark2"
882 | ) +
883 | scale_size(
884 | range = c(1, 9),
885 | breaks = 1:4*250000000
886 | )
887 |
888 | g +
889 | scale_x_log10(
890 | labels = scales::label_comma(),
891 | name = "GDP per capita (log scale)"
892 | ) +
893 | scale_y_continuous(
894 | limits = c(35, NA),
895 | breaks = seq(30, 85, by = 5)
896 | ) +
897 | scale_color_brewer(
898 | palette = "Dark2"
899 | ) +
900 | scale_size(
901 | range = c(1, 9),
902 | breaks = 1:4*250000000,
903 | labels = scales::label_comma(
904 | scale = 1 / 10^6,
905 | suffix = "M"
906 | )
907 | )
908 |
909 |
910 | ##------------------------------------------------------------------------------
911 | ## GGPLOT COMPONENTS: COORDINATE SYSTEMS
912 | ##------------------------------------------------------------------------------
913 |
914 | ggplot(
915 | data = gm2007,
916 | aes(x = continent, y = lifeExp)
917 | ) +
918 | geom_boxplot() +
919 | coord_cartesian()
920 |
921 | ggplot(
922 | data = gm2007,
923 | aes(x = continent, y = lifeExp)
924 | ) +
925 | geom_boxplot() +
926 | coord_cartesian(
927 | ylim = c(60, NA)
928 | )
929 |
930 | ggplot(
931 | data = gm2007,
932 | aes(x = continent, y = lifeExp)
933 | ) +
934 | geom_boxplot() +
935 | coord_cartesian(
936 | ylim = c(60, NA)
937 | )
938 |
939 | ggplot(
940 | data = gm2007,
941 | aes(x = continent, y = lifeExp)
942 | ) +
943 | geom_boxplot() +
944 | scale_y_continuous(
945 | limits = c(60, NA)
946 | )
947 |
948 | ggplot(
949 | data = gm2007,
950 | aes(x = continent, y = lifeExp)
951 | ) +
952 | geom_boxplot() +
953 | coord_cartesian(
954 | ylim = c(60, NA),
955 | clip = "off"
956 | )
957 |
958 | ggplot(
959 | data = gm2007,
960 | aes(x = gdpPercap, y = lifeExp)
961 | ) +
962 | geom_point() +
963 | coord_cartesian(
964 | expand = FALSE,
965 | clip = "off"
966 | )
967 |
968 | ggplot(
969 | data = gm2007,
970 | aes(x = gdpPercap, y = lifeExp)
971 | ) +
972 | geom_point() +
973 | coord_fixed()
974 |
975 | ggplot(
976 | data = gm2007,
977 | aes(x = gdpPercap, y = lifeExp)
978 | ) +
979 | geom_point() +
980 | coord_fixed(ratio = 2000)
981 |
982 | ggplot(
983 | data = gm2007,
984 | aes(x = continent)
985 | ) +
986 | geom_bar() +
987 | coord_cartesian()
988 |
989 | ggplot(
990 | data = gm2007,
991 | aes(x = continent)
992 | ) +
993 | geom_bar() +
994 | coord_flip()
995 |
996 | ggplot(
997 | data = gm2007,
998 | aes(y = continent)
999 | ) +
1000 | geom_bar() +
1001 | coord_cartesian()
1002 |
1003 | ggplot(
1004 | data = gm2007,
1005 | aes(x = continent)
1006 | ) +
1007 | geom_bar() +
1008 | coord_flip()
1009 |
1010 | library(forcats)
1011 |
1012 | ggplot(
1013 | data = gm2007,
1014 | aes(y = fct_infreq(continent))
1015 | ) +
1016 | geom_bar()
1017 |
1018 | ggplot(
1019 | data = gm2007,
1020 | aes(y = fct_rev(
1021 | fct_infreq(continent)
1022 | ))
1023 | ) +
1024 | geom_bar()
1025 |
1026 | ggplot(
1027 | data = gm2007,
1028 | aes(y = continent)
1029 | ) +
1030 | geom_bar() +
1031 | coord_polar()
1032 |
1033 | ggplot(
1034 | data = gm2007,
1035 | aes(y = continent)
1036 | ) +
1037 | geom_bar() +
1038 | coord_polar(theta = "y")
1039 |
1040 | ggplot(
1041 | data = gm2007,
1042 | aes(y = 1,
1043 | fill = fct_infreq(continent))
1044 | ) +
1045 | geom_bar(position = "stack") +
1046 | coord_polar(direction = -1)
1047 |
1048 | ggplot(
1049 | data = gm2007,
1050 | aes(y = 1,
1051 | fill = fct_infreq(continent))
1052 | ) +
1053 | geom_bar(position = "stack") +
1054 | coord_cartesian()
1055 |
1056 | ggplot(
1057 | data = gm2007,
1058 | aes(x = gdpPercap, y = lifeExp)
1059 | ) +
1060 | geom_point() +
1061 | coord_trans(x = "log10")
1062 |
1063 | ggplot(
1064 | data = gm2007,
1065 | aes(x = gdpPercap, y = lifeExp)
1066 | ) +
1067 | geom_point() +
1068 | geom_smooth() +
1069 | coord_trans(x = "log10")
1070 |
1071 | ggplot(
1072 | data = gm2007,
1073 | aes(x = gdpPercap, y = lifeExp)
1074 | ) +
1075 | geom_point() +
1076 | geom_smooth() +
1077 | scale_x_log10()
1078 |
1079 | ##------------------------------------------------------------------------------
1080 | ## THAT'S IT FOLKS...
1081 | ##------------------------------------------------------------------------------
1082 |
1083 | ## You want more? Join the follow-up course!
1084 | ## "Advanced Data Visualization with {ggplot2}"
1085 | ## oreilly.com/live-events/hands-on-guide-to-advanced-data-visualization-with-ggplot2-custom-design/0636920092434
1086 |
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/fundamentals-ggplot2-pearson.Rproj:
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1 | Version: 1.0
2 |
3 | RestoreWorkspace: Default
4 | SaveWorkspace: Default
5 | AlwaysSaveHistory: Default
6 |
7 | EnableCodeIndexing: Yes
8 | UseSpacesForTab: Yes
9 | NumSpacesForTab: 2
10 | Encoding: UTF-8
11 |
12 | RnwWeave: Sweave
13 | LaTeX: pdfLaTeX
14 |
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