DSLabs Datasets

library(tidyverse)

── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ──
✔ dplyr     1.1.4     ✔ readr     2.1.5
✔ forcats   1.0.0     ✔ stringr   1.5.1
✔ ggplot2   3.5.1     ✔ tibble    3.2.1
✔ lubridate 1.9.4     ✔ tidyr     1.3.1
✔ purrr     1.0.4     
── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
✖ dplyr::filter() masks stats::filter()
✖ dplyr::lag()    masks stats::lag()
ℹ Use the conflicted package (<http://conflicted.r-lib.org/>) to force all conflicts to become errors

library(dplyr) 
library(ggrepel)

library(dslabs)
library(ggthemes)
data(package="dslabs")
list.files(system.file("script", package = "dslabs"))

 [1] "make-admissions.R"                   
 [2] "make-brca.R"                         
 [3] "make-brexit_polls.R"                 
 [4] "make-calificaciones.R"               
 [5] "make-death_prob.R"                   
 [6] "make-divorce_margarine.R"            
 [7] "make-gapminder-rdas.R"               
 [8] "make-greenhouse_gases.R"             
 [9] "make-historic_co2.R"                 
[10] "make-mice_weights.R"                 
[11] "make-mnist_127.R"                    
[12] "make-mnist_27.R"                     
[13] "make-movielens.R"                    
[14] "make-murders-rda.R"                  
[15] "make-na_example-rda.R"               
[16] "make-nyc_regents_scores.R"           
[17] "make-olive.R"                        
[18] "make-outlier_example.R"              
[19] "make-polls_2008.R"                   
[20] "make-polls_us_election_2016.R"       
[21] "make-pr_death_counts.R"              
[22] "make-reported_heights-rda.R"         
[23] "make-research_funding_rates.R"       
[24] "make-stars.R"                        
[25] "make-temp_carbon.R"                  
[26] "make-tissue-gene-expression.R"       
[27] "make-trump_tweets.R"                 
[28] "make-weekly_us_contagious_diseases.R"
[29] "save-gapminder-example-csv.R"        

data(gapminder)

p1 <- gapminder %>%
  filter(continent == "Africa" & 
         region %in% c("Northern Africa", "Western Africa", "Eastern Africa", "Southern Africa"))  
p1

           country year infant_mortality life_expectancy fertility population
1          Algeria 1960            148.2           47.50      7.65   11124892
2            Benin 1960            186.9           38.29      6.28    2431620
3         Botswana 1960            115.5           50.34      6.62     524029
4     Burkina Faso 1960            161.3           35.21      6.29    4829291
5          Burundi 1960            145.1           40.58      6.95    2786740
6       Cape Verde 1960               NA           50.12      6.89     202316
7          Comoros 1960            200.0           44.04      6.79     188732
8    Cote d'Ivoire 1960            208.4           38.00      7.35    3474724
9         Djibouti 1960               NA           45.77      6.46      83636
10           Egypt 1960            209.6           48.31      6.63   27072397
11         Eritrea 1960               NA           39.03      6.90    1407631
12        Ethiopia 1960            162.0           37.72      6.88   22151218
13          Gambia 1960            148.4           35.70      5.57     367929
14           Ghana 1960            125.1           46.34      6.75    6652285
15          Guinea 1960               NA           35.71      6.10    3577413
16   Guinea-Bissau 1960               NA           43.14      5.83     616407
17           Kenya 1960            118.6           47.42      7.95    8105440
18         Lesotho 1960            143.3           47.02      5.84     851412
19         Liberia 1960            212.0           35.24      6.41    1120314
20           Libya 1960            164.5           44.59      7.54    1434576
21      Madagascar 1960            112.0           41.96      7.30    5099371
22          Malawi 1960            218.2           38.51      6.91    3618604
23            Mali 1960            237.4           29.61      6.70    5263730
24      Mauritania 1960            135.0           43.91      6.78     858170
25       Mauritius 1960             67.8           58.74      6.17     660023
26         Morocco 1960            145.0           49.64      7.07   12328534
27      Mozambique 1960            183.0           38.17      6.60    7493278
28         Namibia 1960            102.0           47.07      6.15     602545
29           Niger 1960               NA           36.82      7.05    3395212
30         Nigeria 1960            165.0           40.39      6.35   45211614
31          Rwanda 1960            127.9           43.07      8.19    2933424
32         Senegal 1960            126.3           38.46      6.95    3177560
33      Seychelles 1960             73.6           60.42      5.27      41538
34    Sierra Leone 1960            223.6           36.07      6.03    2181701
35    South Africa 1960               NA           49.01      6.17   17396367
36           Sudan 1960            107.4           49.54      6.69    7527450
37       Swaziland 1960            141.7           44.78      6.72     349233
38        Tanzania 1960            144.3           45.57      6.81   10074490
39            Togo 1960            162.4           41.06      6.52    1580513
40         Tunisia 1960            173.4           43.20      7.04    4176266
41          Uganda 1960            132.3           45.27      7.00    6788211
42          Zambia 1960            123.2           48.34      7.02    3049586
43        Zimbabwe 1960             92.6           53.11      7.16    3752390
44         Algeria 1961            148.1           48.02      7.65   11404859
45           Benin 1961            183.9           38.80      6.34    2466002
46        Botswana 1961            112.2           50.70      6.63     536576
47    Burkina Faso 1961            159.4           35.72      6.32    4894578
48         Burundi 1961            144.8           40.85      7.00    2840375
49      Cape Verde 1961               NA           50.27      6.92     205958
50         Comoros 1961               NA           44.47      6.85     191828
51   Cote d'Ivoire 1961            203.0           38.74      7.43    3602075
52        Djibouti 1961               NA           46.28      6.49      88499
53           Egypt 1961            202.7           48.89      6.61   27810001
54         Eritrea 1961               NA           39.35      6.87    1441297
55        Ethiopia 1961               NA           38.35      6.88   22671131
56          Gambia 1961            146.1           36.16      5.62     376736
57           Ghana 1961            123.8           46.80      6.79    6866545
58          Guinea 1961            210.5           35.95      6.11    3633778
59   Guinea-Bissau 1961               NA           43.39      5.77     623413
60           Kenya 1961            114.0           48.13      8.00    8361442
61         Lesotho 1961            142.3           47.54      5.83     866253
62         Liberia 1961            212.1           35.54      6.43    1144896
63           Libya 1961            156.1           46.28      7.57    1483856
64      Madagascar 1961               NA           42.54      7.30    5223621
65          Malawi 1961            216.4           38.76      6.95    3700032
66            Mali 1961            231.5           29.83      6.73    5322267
67      Mauritania 1961            131.9           44.62      6.79     883223
68       Mauritius 1961             66.3           59.75      6.18     679045
69         Morocco 1961            142.7           50.11      7.11   12713043
70      Mozambique 1961               NA           38.79      6.60    7643290
71         Namibia 1961               NA           47.70      6.17     617282
72           Niger 1961               NA           36.97      7.08    3493636
73         Nigeria 1961               NA           41.00      6.35   46144154
74          Rwanda 1961            125.3           43.41      8.19    2996091
75         Senegal 1961            126.0           38.63      6.99    3265558
76      Seychelles 1961             72.3           61.03      5.40      42402
77    Sierra Leone 1961            220.5           36.57      6.09    2210169
78    South Africa 1961               NA           49.40      6.14   17850045
79           Sudan 1961            105.7           50.04      6.71    7749884
80       Swaziland 1961            140.1           45.10      6.73     357522
81        Tanzania 1961            143.0           45.91      6.81   10373380
82            Togo 1961            159.4           41.74      6.57    1597528
83         Tunisia 1961            187.5           43.89      7.09    4235936
84          Uganda 1961            129.6           45.91      7.02    7006629
85          Zambia 1961            120.9           48.89      7.07    3142848
86        Zimbabwe 1961             90.1           53.55      7.22    3876638
87         Algeria 1962            148.2           48.55      7.65   11690152
88           Benin 1962            180.6           39.32      6.39    2503232
89        Botswana 1962            109.0           51.02      6.65     549990
90    Burkina Faso 1962            157.5           36.23      6.34    4960325
91         Burundi 1962            144.6           41.13      7.05    2894510
92      Cape Verde 1962               NA           50.43      6.95     210866
93         Comoros 1962               NA           44.89      6.90     194960
94   Cote d'Ivoire 1962            197.7           39.46      7.50    3740503
95        Djibouti 1962               NA           46.79      6.53      94200
96           Egypt 1962            195.9           49.43      6.57   28560741
97         Eritrea 1962               NA           39.69      6.84    1476321
98        Ethiopia 1962               NA           38.94      6.88   23221331
99          Gambia 1962            143.8           36.68      5.67     383525
100          Ghana 1962            122.7           47.25      6.83    7085463
101         Guinea 1962            209.1           36.17      6.12    3690960
102  Guinea-Bissau 1962               NA           43.64      5.67     629973
103          Kenya 1962            109.9           48.82      8.04    8628973
104        Lesotho 1962            141.7           47.97      5.82     881910
105        Liberia 1962            211.4           35.88      6.45    1170267
106          Libya 1962            148.4           48.00      7.61    1536196
107     Madagascar 1962               NA           43.12      7.30    5352674
108         Malawi 1962            214.6           39.02      6.98    3784444
109           Mali 1962            225.2           30.08      6.75    5381369
110     Mauritania 1962            128.9           45.31      6.79     909172
111      Mauritius 1962             63.6           60.64      6.12     698307
112        Morocco 1962            140.4           50.60      7.13   13100843
113     Mozambique 1962               NA           39.40      6.60    7799396
114        Namibia 1962               NA           48.31      6.18     632658
115          Niger 1962               NA           37.10      7.12    3596613
116        Nigeria 1962            182.6           41.61      6.35   47117859
117         Rwanda 1962            123.4           43.74      8.20    3050596
118        Senegal 1962            126.0           38.72      7.04    3356421
119     Seychelles 1962             70.9           61.59      5.53      43409
120   Sierra Leone 1962            217.5           37.06      6.16    2239581
121   South Africa 1962               NA           49.78      6.10   18322335
122          Sudan 1962            104.1           50.52      6.74    7981797
123      Swaziland 1962            138.1           45.42      6.75     365719
124       Tanzania 1962            141.9           46.26      6.80   10683888
125           Togo 1962            156.4           42.42      6.62    1612758
126        Tunisia 1962            178.7           44.65      7.12    4303130
127         Uganda 1962            127.3           46.56      7.04    7240155
128         Zambia 1962            118.7           49.42      7.13    3240664
129       Zimbabwe 1962             87.6           53.99      7.27    4006262
130        Algeria 1963            148.4           49.07      7.65   11985130
131          Benin 1963            177.1           39.85      6.45    2543335
132       Botswana 1963            105.8           51.35      6.67     564316
133   Burkina Faso 1963            155.8           36.75      6.38    5027818
134        Burundi 1963            144.3           41.41      7.09    2950903
135     Cape Verde 1963               NA           50.59      6.98     216913
136        Comoros 1963               NA           45.32      6.94     198205
137  Cote d'Ivoire 1963            192.8           40.17      7.57    3889859
138       Djibouti 1963               NA           47.30      6.56     100622
139          Egypt 1963            189.4           49.94      6.53   29322709
140        Eritrea 1963               NA           40.04      6.81    1512671
141       Ethiopia 1963               NA           39.49      6.87   23798378
142         Gambia 1963            141.5           37.26      5.72     389070
143          Ghana 1963            121.8           47.66      6.86    7303432
144         Guinea 1963            207.6           36.37      6.13    3749920
145  Guinea-Bissau 1963               NA           43.89      5.52     636593
146          Kenya 1963            106.5           49.48      8.08    8908425
147        Lesotho 1963            141.5           48.32      5.81     898342
148        Liberia 1963            210.4           36.28      6.48    1196588
149          Libya 1963            140.9           49.69      7.64    1592111
150     Madagascar 1963               NA           43.70      7.30    5486593
151         Malawi 1963            212.9           39.25      7.02    3872124
152           Mali 1963            216.5           30.40      6.77    5441611
153     Mauritania 1963            126.0           45.96      6.80     936014
154      Mauritius 1963             59.9           61.38      5.99     717413
155        Morocco 1963            138.0           51.09      7.14   13488517
156     Mozambique 1963               NA           39.98      6.60    7961458
157        Namibia 1963               NA           48.90      6.20     648668
158          Niger 1963               NA           37.24      7.15    3703159
159        Nigeria 1963            181.4           42.19      6.34   48128460
160         Rwanda 1963            122.4           44.05      8.20    3102968
161        Senegal 1963            125.9           38.76      7.08    3450418
162     Seychelles 1963             69.5           62.08      5.65      44515
163   Sierra Leone 1963            214.2           37.57      6.23    2269890
164   South Africa 1963               NA           50.14      6.05   18809939
165          Sudan 1963            102.6           50.99      6.76    8223613
166      Swaziland 1963            136.0           45.73      6.76     373991
167       Tanzania 1963            140.5           46.62      6.80   11005882
168           Togo 1963            153.5           43.10      6.68    1631763
169        Tunisia 1963            170.9           45.47      7.13    4377636
170         Uganda 1963            125.0           47.22      7.06    7487411
171         Zambia 1963            116.7           49.94      7.18    3342894
172       Zimbabwe 1963             85.3           54.42      7.31    4140804
173        Algeria 1964            148.7           49.58      7.65   12295973
174          Benin 1964            173.6           40.38      6.50    2586362
175       Botswana 1964            102.8           51.67      6.68     579560
176   Burkina Faso 1964            154.3           37.27      6.41    5098892
177        Burundi 1964            142.8           41.69      7.14    3011957
178     Cape Verde 1964               NA           50.77      6.99     223854
179        Comoros 1964               NA           45.75      6.98     201665
180  Cote d'Ivoire 1964            188.0           40.84      7.64    4049675
181       Djibouti 1964               NA           47.80      6.60     107584
182          Egypt 1964            183.4           50.42      6.47   30094082
183        Eritrea 1964               NA           40.41      6.78    1550297
184       Ethiopia 1964               NA           39.36      6.87   24396965
185         Gambia 1964            139.3           37.91      5.78     394552
186          Ghana 1964            121.2           48.07      6.89    7513286
187         Guinea 1964            206.1           36.57      6.13    3812004
188  Guinea-Bissau 1964               NA           44.15      5.32     643962
189          Kenya 1964            103.6           50.13      8.10    9200158
190        Lesotho 1964            141.3           48.59      5.81     915473
191        Liberia 1964            208.8           36.73      6.50    1224094
192          Libya 1964            133.5           51.28      7.68    1652294
193     Madagascar 1964               NA           44.28      7.30    5625401
194         Malawi 1964            214.3           39.49      7.06    3963424
195           Mali 1964            212.8           30.79      6.79    5503748
196     Mauritania 1964            123.1           46.59      6.80     963746
197      Mauritius 1964             58.1           61.97      5.79     735860
198        Morocco 1964            135.5           51.58      7.12   13871988
199     Mozambique 1964            180.5           40.54      6.60    8129268
200        Namibia 1964               NA           49.48      6.22     665297
201          Niger 1964               NA           37.36      7.19    3811813
202        Nigeria 1964            195.4           42.75      6.34   49169819
203         Rwanda 1964            122.0           44.35      8.20    3161719
204        Senegal 1964            125.9           38.74      7.11    3547939
205     Seychelles 1964             67.8           62.47      5.76      45651
206   Sierra Leone 1964            211.0           38.10      6.30    2301023
207   South Africa 1964               NA           50.52      5.98   19308166
208          Sudan 1964            101.1           51.47      6.79    8475765
209      Swaziland 1964            133.7           46.05      6.78     382575
210       Tanzania 1964            139.0           46.99      6.80   11339076
211           Togo 1964            150.5           43.77      6.73    1662072
212        Tunisia 1964            163.2           46.35      7.11    4458609
213         Uganda 1964            122.9           47.86      7.08    7746181
214         Zambia 1964            115.1           50.44      7.24    3449266
215       Zimbabwe 1964             82.8           54.83      7.35    4279561
216        Algeria 1965            149.1           50.09      7.66   12626953
217          Benin 1965            170.2           40.93      6.54    2632360
218       Botswana 1965             99.8           52.00      6.69     595741
219   Burkina Faso 1965            153.0           37.80      6.45    5174869
220        Burundi 1965            143.6           41.95      7.18    3079034
221     Cape Verde 1965               NA           51.00      6.99     231427
222        Comoros 1965               NA           46.18      7.00     205412
223  Cote d'Ivoire 1965            183.3           41.51      7.70    4219739
224       Djibouti 1965               NA           48.33      6.63     114963
225          Egypt 1965            178.1           50.88      6.41   30872982
226        Eritrea 1965               NA           40.81      6.75    1589187
227       Ethiopia 1965               NA           38.13      6.86   25013551
228         Gambia 1965            137.1           38.66      5.83     400865
229          Ghana 1965            120.8           48.44      6.92    7710547
230         Guinea 1965            204.5           36.77      6.14    3877804
231  Guinea-Bissau 1965               NA           44.39      5.14     652566
232          Kenya 1965            101.2           50.75      8.12    9504702
233        Lesotho 1965            140.9           48.79      5.80     933251
234        Liberia 1965            206.8           37.23      6.52    1252968
235          Libya 1965            126.6           52.77      7.71    1717255
236     Madagascar 1965            111.0           44.85      7.30    5769219
237         Malawi 1965            213.3           39.75      7.10    4058680
238           Mali 1965            209.2           31.26      6.82    5568485
239     Mauritania 1965            120.3           47.18      6.80     992368
240      Mauritius 1965             60.5           62.40      5.51     753285
241        Morocco 1965            133.0           52.06      7.08   14248426
242     Mozambique 1965            185.6           41.10      6.60    8302736
243        Namibia 1965               NA           50.05      6.24     682553
244          Niger 1965               NA           37.49      7.22    3921581
245        Nigeria 1965            191.0           43.29      6.34   50238569
246         Rwanda 1965            122.2           44.62      8.20    3232937
247        Senegal 1965            125.7           38.71      7.15    3649308
248     Seychelles 1965             66.0           62.81      5.84      46770
249   Sierra Leone 1965            207.6           38.70      6.38    2332999
250   South Africa 1965               NA           50.91      5.91   19813947
251          Sudan 1965             99.8           51.94      6.81    8738703
252      Swaziland 1965            131.3           46.39      6.80     391659
253       Tanzania 1965            137.3           47.37      6.80   11683511
254           Togo 1965            147.7           44.43      6.79    1708632
255        Tunisia 1965            155.7           47.31      7.06    4545340
256         Uganda 1965            120.9           48.49      7.09    8014376
257         Zambia 1965            114.0           50.96      7.29    3559687
258       Zimbabwe 1965             80.5           55.25      7.37    4422132
259        Algeria 1966            149.3           50.58      7.66   12980269
260          Benin 1966            166.8           41.50      6.59    2681382
261       Botswana 1966             97.0           52.36      6.70     612950
262   Burkina Faso 1966            151.8           38.30      6.49    5256363
263        Burundi 1966            144.5           42.18      7.22    3153879
264     Cape Verde 1966               NA           51.32      6.99     239765
265        Comoros 1966               NA           46.63      7.03     209536
266  Cote d'Ivoire 1966            178.7           42.21      7.76    4400054
267       Djibouti 1966               NA           48.90      6.67     122868
268          Egypt 1966            173.6           51.29      6.33   31660914
269        Eritrea 1966               NA           41.22      6.73    1629333
270       Ethiopia 1966            143.1           39.09      6.87   25641176
271         Gambia 1966            134.9           39.47      5.88     408182
272          Ghana 1966            120.7           48.80      6.94    7890992
273         Guinea 1966            202.6           36.96      6.14    3948206
274  Guinea-Bissau 1966               NA           44.63      5.05     662597
275          Kenya 1966             99.0           51.35      8.13    9822505
276        Lesotho 1966            140.1           48.95      5.80     951736
277        Liberia 1966            204.6           37.77      6.55    1283304
278          Libya 1966            119.8           54.15      7.74    1787080
279     Madagascar 1966            108.1           45.43      7.30    5918060
280         Malawi 1966            212.3           40.03      7.14    4158132
281           Mali 1966            206.1           31.80      6.84    5635859
282     Mauritania 1966            117.6           47.73      6.80    1021880
283      Mauritius 1966             65.5           62.67      5.19     769556
284        Morocco 1966            130.4           52.54      7.02   14617077
285     Mozambique 1966            185.0           41.66      6.60    8482373
286        Namibia 1966               NA           50.61      6.26     700316
287          Niger 1966               NA           37.61      7.26    4032210
288        Nigeria 1966            186.8           43.81      6.34   51336375
289         Rwanda 1966            123.0           44.85      8.20    3319077
290        Senegal 1966            125.3           38.70      7.19    3754268
291     Seychelles 1966             64.0           63.11      5.89      47851
292   Sierra Leone 1966            204.2           39.38      6.45    2365801
293   South Africa 1966               NA           51.30      5.84   20325230
294          Sudan 1966             98.6           52.42      6.83    9013112
295      Swaziland 1966            128.9           46.76      6.82     401295
296       Tanzania 1966            135.4           47.77      6.80   12038886
297           Togo 1966            144.7           45.09      6.85    1774029
298        Tunisia 1966            148.4           48.33      6.98    4638271
299         Uganda 1966            119.0           49.07      7.11    8292747
300         Zambia 1966            113.3           51.49      7.34    3674088
301       Zimbabwe 1966             78.3           55.65      7.39    4568320
302        Algeria 1967            149.2           51.05      7.66   13354197
303          Benin 1967            164.0           42.09      6.63    2733450
304       Botswana 1967             94.1           52.77      6.70     631276
305   Burkina Faso 1967            150.9           38.80      6.53    5343020
306        Burundi 1967            145.3           42.37      7.25    3235125
307     Cape Verde 1967               NA           51.75      6.98     248733
308        Comoros 1967               NA           47.10      7.04     214038
309  Cote d'Ivoire 1967            174.2           42.93      7.81    4591238
310       Djibouti 1967               NA           49.53      6.70     131403
311          Egypt 1967            169.9           51.65      6.24   32456565
312        Eritrea 1967               NA           41.66      6.71    1670821
313       Ethiopia 1967            142.7           41.09      6.88   26280771
314         Gambia 1967            132.6           40.36      5.94     416342
315          Ghana 1967            120.6           49.14      6.95    8057442
316         Guinea 1967            200.9           37.16      6.15    4021880
317  Guinea-Bissau 1967               NA           44.86      5.09     673893
318          Kenya 1967             97.1           51.96      8.13   10154489
319        Lesotho 1967            138.9           49.09      5.80     970972
320        Liberia 1967            201.7           38.33      6.58    1315119
321          Libya 1967            113.3           55.45      7.78    1861661
322     Madagascar 1967            105.4           46.01      7.31    6072270
323         Malawi 1967            211.5           40.36      7.18    4262013
324           Mali 1967            203.0           32.41      6.86    5706198
325     Mauritania 1967            114.8           48.26      6.80    1052285
326      Mauritius 1967             68.4           62.85      4.85     784777
327        Morocco 1967            127.9           53.00      6.95   14978905
328     Mozambique 1967            184.1           42.21      6.60    8668529
329        Namibia 1967             62.3           51.17      6.30     718622
330          Niger 1967            133.1           37.73      7.30    4144238
331        Nigeria 1967            182.6           38.31      6.36   52468593
332         Rwanda 1967            124.0           45.07      8.20    3418313
333        Senegal 1967            124.7           38.74      7.23    3862783
334     Seychelles 1967             61.8           63.43      5.92      48911
335   Sierra Leone 1967            200.8           40.18      6.52    2399667
336   South Africa 1967               NA           51.68      5.77   20843785
337          Sudan 1967             97.4           52.90      6.85    9299545
338      Swaziland 1967            126.5           47.20      6.84     411478
339       Tanzania 1967            133.5           48.19      6.79   12406040
340           Togo 1967            141.8           45.75      6.91    1855445
341        Tunisia 1967            141.4           49.42      6.87    4737633
342         Uganda 1967            117.2           49.58      7.11    8580632
343         Zambia 1967            112.9           52.05      7.38    3792864
344       Zimbabwe 1967             76.3           56.04      7.40    4718612
345        Algeria 1968            148.7           51.49      7.66   13744383
346          Benin 1968            161.5           42.69      6.67    2788551
347       Botswana 1968             91.2           53.23      6.69     650730
348   Burkina Faso 1968            150.2           39.30      6.56    5434040
349        Burundi 1968            145.9           42.52      7.27    3317315
350     Cape Verde 1968               NA           52.32      6.97     257478
351        Comoros 1968               NA           47.58      7.06     218794
352  Cote d'Ivoire 1968            169.9           43.70      7.85    4794399
353       Djibouti 1968               NA           50.23      6.74     140461
354          Egypt 1968            166.9           51.97      6.14   33252275
355        Eritrea 1968               NA           42.10      6.69    1713846
356       Ethiopia 1968            142.4           41.38      6.90   26945459
357         Gambia 1968            130.5           41.30      5.99     425509
358          Ghana 1968            120.6           49.46      6.96    8221021
359         Guinea 1968            199.0           37.37      6.16    4094528
360  Guinea-Bissau 1968               NA           45.09      5.30     686155
361          Kenya 1968             95.2           52.57      8.12   10502250
362        Lesotho 1968            137.0           49.24      5.81     990869
363        Liberia 1968            198.5           38.91      6.62    1348448
364          Libya 1968            107.1           56.69      7.81    1941056
365     Madagascar 1968             91.5           46.60      7.32    6232704
366         Malawi 1968            210.8           40.73      7.22    4370664
367           Mali 1968            200.3           33.07      6.88    5780834
368     Mauritania 1968            112.2           48.78      6.80    1083586
369      Mauritius 1968             66.5           62.97      4.52     799139
370        Morocco 1968            125.4           53.46      6.87   15335173
371     Mozambique 1968            183.5           42.78      6.60    8860823
372        Namibia 1968             62.3           51.71      6.35     737802
373          Niger 1968            134.5           37.88      7.34    4258415
374        Nigeria 1968            178.2           33.47      6.39   53640547
375         Rwanda 1968            125.5           45.27      8.21    3527260
376        Senegal 1968            124.0           38.90      7.27    3975614
377     Seychelles 1968             59.3           63.78      5.90      49985
378   Sierra Leone 1968            197.3           41.08      6.58    2435197
379   South Africa 1968               NA           52.04      5.70   21374931
380          Sudan 1968             96.4           53.36      6.87    9598196
381      Swaziland 1968            124.1           47.67      6.86     422266
382       Tanzania 1968            131.4           48.62      6.79   12787494
383           Togo 1968            138.8           46.41      6.97    1945781
384        Tunisia 1968            134.8           50.56      6.74    4842166
385         Uganda 1968            115.5           50.05      7.12    8872866
386         Zambia 1968            112.2           52.64      7.41    3916928
387       Zimbabwe 1968             74.7           56.43      7.41    4874113
388        Algeria 1969            147.7           51.95      7.65   14144437
389          Benin 1969            159.2           43.31      6.71    2846652
390       Botswana 1969             88.3           53.73      6.67     671305
391   Burkina Faso 1969            149.7           39.78      6.59    5528172
392        Burundi 1969            146.2           42.65      7.29    3392949
393     Cape Verde 1969            121.4           53.00      6.95     264885
394        Comoros 1969               NA           48.09      7.06     223629
395  Cote d'Ivoire 1969            165.4           44.53      7.88    5010962
396       Djibouti 1969               NA           50.99      6.77     149891
397          Egypt 1969            164.3           52.25      6.04   34038147
398        Eritrea 1969            128.7           42.56      6.67    1758668
399       Ethiopia 1969            142.5           41.65      6.94   27653622
400         Gambia 1969            128.3           42.30      6.04     435800
401          Ghana 1969            120.5           49.78      6.96    8397346
402         Guinea 1969            197.1           37.61      6.17    4160375
403  Guinea-Bissau 1969               NA           45.29      5.64     698917
404          Kenya 1969             93.3           53.19      8.10   10867717
405        Lesotho 1969            134.5           49.43      5.81    1011308
406        Liberia 1969            194.9           39.49      6.66    1383305
407          Libya 1969            101.4           57.88      7.84    2025282
408     Madagascar 1969             92.4           47.18      7.32    6400454
409         Malawi 1969            209.6           41.16      7.26    4484456
410           Mali 1969            197.9           33.77      6.89    5861411
411     Mauritania 1969            110.0           49.27      6.79    1115790
412      Mauritius 1969             62.8           63.05      4.21     812944
413        Morocco 1969            123.0           53.91      6.78   15687996
414     Mozambique 1969            182.6           43.37      6.60    9058691
415        Namibia 1969             62.5           52.26      6.40     758305
416          Niger 1969            136.1           38.05      7.38    4375837
417        Nigeria 1969            173.7           31.63      6.43   54859201
418         Rwanda 1969            127.3           45.44      8.22    3640591
419        Senegal 1969            123.1           39.17      7.30    4093763
420     Seychelles 1969             56.8           64.18      5.85      51124
421   Sierra Leone 1969            194.1           42.08      6.64    2473165
422   South Africa 1969               NA           52.41      5.64   21926165
423          Sudan 1969             95.5           53.82      6.88    9909152
424      Swaziland 1969            121.7           48.21      6.87     433709
425       Tanzania 1969            129.5           49.07      6.78   13186560
426           Togo 1969            135.8           47.07      7.03    2034909
427        Tunisia 1969            128.4           51.74      6.59    4950153
428         Uganda 1969            114.2           50.43      7.12    9162773
429         Zambia 1969            111.1           53.25      7.43    4047479
430       Zimbabwe 1969             73.4           56.83      7.42    5036321
431        Algeria 1970            146.0           52.41      7.64   14550033
432          Benin 1970            157.1           43.93      6.75    2907769
433       Botswana 1970             85.3           54.30      6.64     693021
434   Burkina Faso 1970            149.3           40.27      6.62    5624597
435        Burundi 1970            146.4           42.76      7.31    3457113
436     Cape Verde 1970            112.4           53.78      6.94     270197
437        Comoros 1970            151.5           48.61      7.06     228443
438  Cote d'Ivoire 1970            161.0           45.38      7.91    5241914
439       Djibouti 1970               NA           51.75      6.80     159667
440          Egypt 1970            162.0           52.54      5.94   34808599
441        Eritrea 1970            127.3           43.02      6.65    1805480
442       Ethiopia 1970            142.5           41.90      6.98   28414999
443         Gambia 1970            126.0           43.31      6.09     447283
444          Ghana 1970            120.1           50.08      6.95    8596977
445         Guinea 1970            195.2           37.89      6.20    4215442
446  Guinea-Bissau 1970               NA           45.50      6.07     711828
447          Kenya 1970             91.3           53.83      8.08   11252466
448        Lesotho 1970            131.6           49.67      5.81    1032240
449        Liberia 1970            191.3           40.10      6.70    1419728
450          Libya 1970             96.0           59.01      7.87    2114264
451     Madagascar 1970             93.2           47.77      7.33    6576301
452         Malawi 1970            207.7           41.62      7.30    4603739
453           Mali 1970            195.7           34.51      6.90    5949043
454     Mauritania 1970            108.5           49.77      6.78    1148908
455      Mauritius 1970             60.3           63.14      3.95     826447
456        Morocco 1970            120.8           54.34      6.69   16039600
457     Mozambique 1970            181.9           43.97      6.59    9262078
458        Namibia 1970             62.6           52.81      6.46     780386
459          Niger 1970            137.6           38.24      7.42    4497355
460        Nigeria 1970            168.9           41.79      6.47   56131844
461         Rwanda 1970            129.4           45.58      8.23    3754546
462        Senegal 1970            121.7           39.59      7.34    4217754
463     Seychelles 1970             54.1           64.62      5.76      52364
464   Sierra Leone 1970            191.0           43.15      6.70    2514151
465   South Africa 1970               NA           52.77      5.59   22502502
466          Sudan 1970             94.7           54.26      6.89   10232758
467      Swaziland 1970            119.3           48.79      6.88     445844
468       Tanzania 1970            127.6           49.53      6.77   13605504
469           Togo 1970            132.8           47.72      7.08    2115521
470        Tunisia 1970            122.2           52.94      6.44    5060393
471         Uganda 1970            113.5           50.74      7.12    9446024
472         Zambia 1970            109.3           53.88      7.44    4185378
473       Zimbabwe 1970             72.4           57.22      7.42    5206311
474        Algeria 1971            143.6           52.88      7.62   14960111
475          Benin 1971            154.9           44.55      6.79    2971941
476       Botswana 1971             82.2           54.90      6.61     715811
477   Burkina Faso 1971            148.5           40.75      6.66    5723379
478        Burundi 1971            146.3           42.91      7.33    3507593
479     Cape Verde 1971            104.2           54.65      6.91     273053
480        Comoros 1971            148.1           49.12      7.06     233125
481  Cote d'Ivoire 1971            156.4           46.27      7.93    5487594
482       Djibouti 1971               NA           52.51      6.83     169370
483          Egypt 1971            159.6           52.88      5.85   35561087
484        Eritrea 1971            126.2           43.47      6.64    1854395
485       Ethiopia 1971            142.5           42.14      7.02   29246170
486         Gambia 1971            123.8           44.36      6.14     460193
487          Ghana 1971            119.5           50.39      6.94    8827273
488         Guinea 1971            193.2           38.20      6.22    4259102
489  Guinea-Bissau 1971               NA           45.71      6.49     724863
490          Kenya 1971             89.3           54.45      8.05   11657479
491        Lesotho 1971            128.7           49.96      5.81    1053524
492        Liberia 1971            187.8           40.75      6.74    1457714
493          Libya 1971             90.9           60.11      7.90    2208125
494     Madagascar 1971             94.2           48.36      7.33    6760352
495         Malawi 1971            204.8           42.09      7.35    4728693
496           Mali 1971            193.5           35.27      6.91    6044532
497     Mauritania 1971            107.5           50.25      6.77    1182945
498      Mauritius 1971             59.4           63.27      3.74     839600
499        Morocco 1971            118.8           54.77      6.59   16389949
500     Mozambique 1971            181.2           44.58      6.59    9468836
501        Namibia 1971             62.8           53.36      6.52     804309
502          Niger 1971            139.1           38.45      7.46    4623121
503        Nigeria 1971            164.1           46.56      6.52   57453734
504         Rwanda 1971            131.5           45.71      8.25    3868345
505        Senegal 1971            119.8           40.18      7.37    4348499
506     Seychelles 1971             51.4           65.11      5.63      53706
507   Sierra Leone 1971            188.0           44.28      6.75    2558395
508   South Africa 1971               NA           53.11      5.54   23106806
509          Sudan 1971             94.0           54.68      6.90   10568788
510      Swaziland 1971            116.6           49.40      6.88     458717
511       Tanzania 1971            125.8           50.03      6.77   14045757
512           Togo 1971            130.0           48.36      7.14    2185661
513        Tunisia 1971            116.4           54.16      6.29    5172692
514         Uganda 1971            113.2           50.99      7.11    9720365
515         Zambia 1971            106.7           54.51      7.44    4331002
516       Zimbabwe 1971             71.6           57.63      7.42    5385342
517        Algeria 1972            140.6           53.38      7.59   15377095
518          Benin 1972            152.5           45.16      6.82    3039300
519       Botswana 1972             79.1           55.54      6.58     739754
520   Burkina Faso 1972            147.1           41.25      6.70    5825171
521        Burundi 1972            146.2           43.10      7.35    3547335
522     Cape Verde 1972             96.5           55.57      6.89     273788
523        Comoros 1972            145.1           49.63      7.06     237797
524  Cote d'Ivoire 1972            151.3           47.15      7.94    5747633
525       Djibouti 1972               NA           53.20      6.84     179212
526          Egypt 1972            156.8           53.31      5.76   36302154
527        Eritrea 1972            124.8           43.92      6.63    1905406
528       Ethiopia 1972            142.5           41.98      7.06   30135007
529         Gambia 1972            121.5           45.42      6.19     474538
530          Ghana 1972            118.2           50.70      6.92    9083575
531         Guinea 1972            191.1           38.57      6.25    4293208
532  Guinea-Bissau 1972               NA           45.91      6.81     738117
533          Kenya 1972             87.3           55.08      8.01   12083165
534        Lesotho 1972            125.4           50.31      5.80    1075281
535        Liberia 1972            184.4           41.43      6.78    1497356
536          Libya 1972             86.0           61.16      7.93    2306668
537     Madagascar 1972             95.3           48.94      7.32    6952383
538         Malawi 1972            200.6           42.55      7.39    4859569
539           Mali 1972            191.1           36.04      6.92    6147459
540     Mauritania 1972            107.0           50.73      6.76    1217912
541      Mauritius 1972             58.7           63.45      3.58     852397
542        Morocco 1972            116.8           55.19      6.49   16740525
543     Mozambique 1972            180.5           45.21      6.58    9679753
544        Namibia 1972             62.9           53.91      6.57     829806
545          Niger 1972            140.4           38.69      7.50    4753054
546        Nigeria 1972            159.2           47.16      6.58   58829319
547         Rwanda 1972            134.1           45.81      8.28    3983707
548        Senegal 1972            117.5           40.94      7.41    4485342
549     Seychelles 1972             48.6           65.59      5.47      55128
550   Sierra Leone 1972            185.2           45.39      6.80    2605837
551   South Africa 1972               NA           53.44      5.48   23736489
552          Sudan 1972             93.4           55.06      6.91   10918137
553      Swaziland 1972            113.4           50.03      6.87     472337
554       Tanzania 1972            124.0           50.55      6.76   14506496
555           Togo 1972            127.2           49.00      7.18    2247575
556        Tunisia 1972            110.9           55.37      6.16    5287548
557         Uganda 1972            113.7           51.17      7.11    9988321
558         Zambia 1972            103.7           55.13      7.45    4484141
559       Zimbabwe 1972             71.1           58.05      7.42    5573312
560        Algeria 1973            137.0           53.91      7.55   15804428
561          Benin 1973            149.8           45.77      6.86    3110074
562       Botswana 1973             75.9           56.18      6.55     765177
563   Burkina Faso 1973            144.6           41.78      6.74    5930487
564        Burundi 1973            146.1           43.35      7.37    3582952
565     Cape Verde 1973             89.6           56.50      6.86     273211
566        Comoros 1973            142.2           50.12      7.06     242875
567  Cote d'Ivoire 1973            146.1           48.02      7.94    6021405
568       Djibouti 1973               NA           53.83      6.83     190536
569          Egypt 1973            153.2           53.84      5.69   37046807
570        Eritrea 1973            123.9           44.35      6.62    1958444
571       Ethiopia 1973            142.4           39.85      7.09   31028728
572         Gambia 1973            119.1           46.47      6.23     489860
573          Ghana 1973            116.5           51.02      6.89    9350111
574         Guinea 1973            189.1           38.97      6.28    4319502
575  Guinea-Bissau 1973               NA           46.12      6.98     751512
576          Kenya 1973             85.2           55.69      7.96   12529810
577        Lesotho 1973            122.0           50.70      5.79    1098033
578        Liberia 1973            181.0           42.16      6.82    1538882
579          Libya 1973             81.3           62.16      7.96    2409101
580     Madagascar 1973             96.7           49.50      7.30    7152391
581         Malawi 1973            195.5           43.00      7.43    4996861
582           Mali 1973            188.2           36.82      6.94    6256192
583     Mauritania 1973            106.6           51.20      6.74    1253839
584      Mauritius 1973             57.4           63.68      3.44     865173
585        Morocco 1973            114.7           55.62      6.38   17097003
586     Mozambique 1973            179.8           45.85      6.57    9901052
587        Namibia 1973             63.1           54.44      6.61     855965
588          Niger 1973            141.4           38.95      7.53    4887484
589        Nigeria 1973            154.1           47.77      6.63   60285453
590         Rwanda 1973            137.3           45.91      8.31    4102336
591        Senegal 1973            114.7           41.85      7.43    4625377
592     Seychelles 1973             45.8           66.06      5.28      56605
593   Sierra Leone 1973            182.6           46.48      6.85    2656380
594   South Africa 1973               NA           53.77      5.42   24384538
595          Sudan 1973             92.7           55.41      6.92   11283574
596      Swaziland 1973            109.7           50.67      6.86     486656
597       Tanzania 1973            122.1           51.09      6.76   14984973
598           Togo 1973            124.4           49.63      7.22    2303345
599        Tunisia 1973            105.4           56.57      6.05    5405354
600         Uganda 1973            114.7           51.33      7.10   10256342
601         Zambia 1973            100.7           55.71      7.45    4644329
602       Zimbabwe 1973             70.7           58.47      7.42    5768382
603        Algeria 1974            133.0           54.52      7.49   16247113
604          Benin 1974            146.8           46.36      6.90    3184547
605       Botswana 1974             72.7           56.82      6.51     792513
606   Burkina Faso 1974            141.0           42.36      6.80    6040044
607        Burundi 1974            146.0           43.66      7.40    3623853
608     Cape Verde 1974             83.4           57.41      6.82     272509
609        Comoros 1974            139.3           50.59      7.05     248921
610  Cote d'Ivoire 1974            140.7           48.85      7.93    6307936
611       Djibouti 1974               NA           54.38      6.82     205157
612          Egypt 1974            148.8           54.46      5.63   37815578
613        Eritrea 1974            126.3           44.75      6.62    2013382
614       Ethiopia 1974            142.4           37.71      7.12   31855294
615         Gambia 1974            116.7           47.51      6.26     505512
616          Ghana 1974            114.2           51.35      6.86    9604280
617         Guinea 1974            186.8           39.43      6.32    4340748
618  Guinea-Bissau 1974               NA           46.33      6.99     764974
619          Kenya 1974             83.0           56.29      7.91   12997447
620        Lesotho 1974            118.4           51.14      5.78    1122484
621        Liberia 1974            177.5           42.91      6.85    1582584
622          Libya 1974             76.9           63.13      7.98    2514373
623     Madagascar 1974             98.2           50.06      7.27    7360271
624         Malawi 1974            189.9           43.41      7.48    5141138
625           Mali 1974            184.8           37.61      6.95    6368351
626     Mauritania 1974            106.1           51.69      6.71    1290755
627      Mauritius 1974             54.5           63.99      3.34     878355
628        Morocco 1974            112.4           56.08      6.27   17466606
629     Mozambique 1974            179.0           46.46      6.56   10141147
630        Namibia 1974             63.3           54.98      6.64     881530
631          Niger 1974            141.8           39.25      7.55    5026744
632        Nigeria 1974            149.2           48.38      6.67   61857023
633         Rwanda 1974            141.1           46.01      8.34    4226836
634        Senegal 1974            111.5           42.85      7.45    4764623
635     Seychelles 1974             42.8           66.49      5.07      58102
636   Sierra Leone 1974            180.0           47.50      6.89    2709797
637   South Africa 1974             91.1           54.11      5.34   25040940
638          Sudan 1974             92.0           55.73      6.93   11668674
639      Swaziland 1974            105.8           51.30      6.84     501596
640       Tanzania 1974            120.2           51.65      6.76   15477155
641           Togo 1974            121.8           50.26      7.25    2356623
642        Tunisia 1974             99.9           57.75      5.95    5526768
643         Uganda 1974            116.3           51.45      7.10   10533627
644         Zambia 1974             98.1           56.24      7.44    4810810
645       Zimbabwe 1974             70.5           58.92      7.41    5967861
646        Algeria 1975            128.7           55.24      7.42   16709098
647          Benin 1975            143.5           46.93      6.93    3262959
648       Botswana 1975             69.5           57.45      6.48     822029
649   Burkina Faso 1975            136.6           43.00      6.86    6154548
650        Burundi 1975            145.7           44.02      7.42    3676991
651     Cape Verde 1975             78.0           58.30      6.77     272575
652        Comoros 1975            136.2           51.03      7.05     256309
653  Cote d'Ivoire 1975            135.1           49.63      7.92    6606395
654       Djibouti 1975               NA           54.85      6.78     224182
655          Egypt 1975            143.7           55.17      5.59   38624410
656        Eritrea 1975            123.9           45.14      6.61    2070145
657       Ethiopia 1975            142.7           38.78      7.14   32568539
658         Gambia 1975            114.4           48.56      6.29     521070
659          Ghana 1975            111.5           51.68      6.82    9831409
660         Guinea 1975            184.5           39.94      6.35    4359735
661  Guinea-Bissau 1975               NA           46.54      6.87     778482
662          Kenya 1975             80.7           56.89      7.84   13486241
663        Lesotho 1975            114.6           51.63      5.76    1149090
664        Liberia 1975            174.2           43.68      6.88    1628656
665          Libya 1975             72.8           64.06      7.99    2621730
666     Madagascar 1975             99.5           50.59      7.22    7575757
667         Malawi 1975            184.0           43.79      7.52    5292816
668           Mali 1975            180.9           38.39      6.97    6482276
669     Mauritania 1975            105.1           52.19      6.68    1328687
670      Mauritius 1975             49.6           64.37      3.26     892208
671        Morocco 1975            109.9           56.56      6.17   17854614
672     Mozambique 1975            178.0           47.06      6.55   10405000
673        Namibia 1975             63.4           55.51      6.65     905647
674          Niger 1975            141.4           39.57      7.58    5171029
675        Nigeria 1975            144.4           49.00      6.71   63565598
676         Rwanda 1975            144.8           46.13      8.37    4359166
677        Senegal 1975            108.0           43.94      7.47    4900491
678     Seychelles 1975             39.7           66.90      4.85      59589
679   Sierra Leone 1975            177.5           48.45      6.94    2765914
680   South Africa 1975             86.6           54.47      5.25   25698856
681          Sudan 1975             91.3           56.00      6.94   12075841
682      Swaziland 1975            101.6           51.94      6.82     517100
683       Tanzania 1975            118.2           52.19      6.75   15980265
684           Togo 1975            119.2           50.88      7.28    2410446
685        Tunisia 1975             94.2           58.90      5.87    5652478
686         Uganda 1975            118.4           51.55      7.10   10827071
687         Zambia 1975             96.3           56.70      7.44    4983017
688       Zimbabwe 1975             70.3           59.41      7.40    6170284
689        Algeria 1976            124.0           56.11      7.34   17190236
690          Benin 1976            140.1           47.46      6.96    3345501
691       Botswana 1976             66.3           58.07      6.44     853860
692   Burkina Faso 1976            131.9           43.74      6.92    6274037
693        Burundi 1976            144.8           44.43      7.44    3744696
694     Cape Verde 1976             73.3           59.16      6.71     273625
695        Comoros 1976            133.0           51.46      7.07     265234
696  Cote d'Ivoire 1976            129.7           50.37      7.88    6916302
697       Djibouti 1976            131.0           55.29      6.73     248619
698          Egypt 1976            138.0           55.93      5.55   39478585
699        Eritrea 1976            121.6           45.49      6.62    2128597
700       Ethiopia 1976            143.1           42.86      7.17   33144537
701         Gambia 1976            112.1           49.58      6.32     536409
702          Ghana 1976            108.7           52.00      6.77   10023471
703         Guinea 1976            181.9           40.47      6.39    4376768
704  Guinea-Bissau 1976            136.3           46.77      6.66     791959
705          Kenya 1976             78.4           57.49      7.77   13995974
706        Lesotho 1976            110.4           52.17      5.74    1177975
707        Liberia 1976            171.3           44.45      6.91    1676016
708          Libya 1976             69.0           64.95      7.99    2730373
709     Madagascar 1976            100.8           51.12      7.13    7799642
710         Malawi 1976            177.5           44.16      7.56    5454839
711           Mali 1976            176.9           39.18      6.98    6596817
712     Mauritania 1976            103.6           52.73      6.64    1367640
713      Mauritius 1976             44.1           64.83      3.17     906926
714        Morocco 1976            107.1           57.11      6.07   18262366
715     Mozambique 1976            177.2           47.61      6.54   10693688
716        Namibia 1976             63.6           56.04      6.65     928228
717          Niger 1976            140.5           39.97      7.60    5320869
718        Nigeria 1976            139.9           49.62      6.74   65426976
719         Rwanda 1976            147.5           46.31      8.40    4499720
720        Senegal 1976            104.3           45.07      7.47    5031849
721     Seychelles 1976             36.6           67.26      4.62      61058
722   Sierra Leone 1976            175.3           49.31      6.98    2824827
723   South Africa 1976             82.6           54.86      5.16   26354140
724          Sudan 1976             90.6           56.23      6.93   12506035
725      Swaziland 1976             97.7           52.58      6.79     533264
726       Tanzania 1976            116.1           52.71      6.74   16493435
727           Togo 1976            116.6           51.49      7.29    2464457
728        Tunisia 1976             88.6           60.03      5.79    5781793
729         Uganda 1976            120.9           51.65      7.10   11139772
730         Zambia 1976             95.3           57.07      7.41    5160570
731       Zimbabwe 1976             70.1           59.94      7.37    6373956
732        Algeria 1977            119.0           57.13      7.24   17690184
733          Benin 1977            136.7           47.96      6.98    3432262
734       Botswana 1977             63.2           58.65      6.40     887793
735   Burkina Faso 1977            127.4           44.61      6.98    6398937
736        Burundi 1977            143.0           44.84      7.45    3825484
737     Cape Verde 1977             69.5           60.00      6.65     275479
738        Comoros 1977            129.6           51.89      7.08     275496
739  Cote d'Ivoire 1977            124.7           51.06      7.84    7237451
740       Djibouti 1977            127.6           55.71      6.67     277622
741          Egypt 1977            132.1           56.69      5.51   40377668
742        Eritrea 1977            119.5           45.80      6.62    2188806
743       Ethiopia 1977            143.4           42.41      7.20   33614153
744         Gambia 1977            109.8           50.60      6.33     551823
745          Ghana 1977            106.0           52.33      6.72   10189889
746         Guinea 1977            179.1           41.04      6.43    4393551
747  Guinea-Bissau 1977            135.3           47.02      6.46     805481
748          Kenya 1977             76.0           58.10      7.70   14527187
749        Lesotho 1977            106.2           52.75      5.71    1208836
750        Liberia 1977            168.3           45.21      6.93    1724313
751          Libya 1977             65.6           65.81      7.98    2840378
752     Madagascar 1977            101.9           51.63      7.01    8031589
753         Malawi 1977            170.6           44.54      7.58    5627788
754           Mali 1977            172.8           39.97      7.00    6712545
755     Mauritania 1977            102.0           53.29      6.59    1407621
756      Mauritius 1977             39.5           65.34      3.07     922325
757        Morocco 1977            104.0           57.72      5.97   18688782
758     Mozambique 1977            176.4           48.10      6.53   11001909
759        Namibia 1977             63.7           56.56      6.62     949734
760          Niger 1977            138.9           40.40      7.63    5476206
761        Nigeria 1977            135.8           50.24      6.76   67425435
762         Rwanda 1977            148.0           46.54      8.42    4648070
763        Senegal 1977            100.7           46.21      7.46    5160313
764     Seychelles 1977             33.5           67.59      4.41      62500
765   Sierra Leone 1977            173.2           50.11      7.01    2886607
766   South Africa 1977             78.6           55.30      5.06   27009755
767          Sudan 1977             89.8           56.44      6.92   12958110
768      Swaziland 1977             93.9           53.24      6.76     550135
769       Tanzania 1977            114.0           53.19      6.73   17018013
770           Togo 1977            114.1           52.09      7.28    2518566
771        Tunisia 1977             83.2           61.15      5.71    5915006
772         Uganda 1977            123.3           51.75      7.10   11470741
773         Zambia 1977             95.1           57.36      7.38    5343550
774       Zimbabwe 1977             69.8           60.53      7.33    6580739
775        Algeria 1978            113.6           58.28      7.14   18212331
776          Benin 1978            133.6           48.43      7.00    3523270
777       Botswana 1978             60.2           59.21      6.35     923305
778   Burkina Faso 1978            123.4           45.56      7.04    6530820
779        Burundi 1978            140.0           45.24      7.46    3917866
780     Cape Verde 1978             66.4           60.82      6.56     278152
781        Comoros 1978            126.2           52.30      7.11     286583
782  Cote d'Ivoire 1978            120.2           51.70      7.77    7569558
783       Djibouti 1978            124.3           56.15      6.60     308213
784          Egypt 1978            126.0           57.45      5.47   41324806
785        Eritrea 1978            117.5           46.09      6.62    2251129
786       Ethiopia 1978            143.7           42.07      7.23   34053431
787         Gambia 1978            107.6           51.61      6.34     567828
788          Ghana 1978            103.8           52.63      6.67   10354490
789         Guinea 1978            176.2           41.63      6.47    4416074
790  Guinea-Bissau 1978            134.2           47.27      6.33     819371
791          Kenya 1978             73.7           58.74      7.62   15081598
792        Lesotho 1978            101.8           53.38      5.67    1241159
793        Liberia 1978            165.7           45.92      6.95    1775200
794          Libya 1978             62.5           66.62      7.94    2952877
795     Madagascar 1978            103.0           52.12      6.86    8268902
796         Malawi 1978            163.8           44.92      7.61    5807170
797           Mali 1978            168.7           40.79      7.02    6831530
798     Mauritania 1978            100.1           53.89      6.54    1448664
799      Mauritius 1978             36.3           65.87      2.95     937820
800        Morocco 1978            100.7           58.39      5.88   19133462
801     Mozambique 1978            175.7           48.52      6.52   11320103
802        Namibia 1978             63.7           57.07      6.58     970569
803          Niger 1978            137.2           40.90      7.65    5635954
804        Nigeria 1978            132.2           50.84      6.77   69512233
805         Rwanda 1978            144.9           46.81      8.44    4804375
806        Senegal 1978             97.3           47.33      7.45    5289445
807     Seychelles 1978             30.5           67.89      4.20      63880
808   Sierra Leone 1978            171.2           50.83      7.04    2951001
809   South Africa 1978             74.9           55.77      4.97   27674446
810          Sudan 1978             89.1           56.63      6.89   13429688
811      Swaziland 1978             90.4           53.92      6.73     567560
812       Tanzania 1978            111.9           53.61      6.71   17556148
813           Togo 1978            111.7           52.70      7.27    2576468
814        Tunisia 1978             78.1           62.27      5.61    6054914
815         Uganda 1978            125.6           51.83      7.10   11817951
816         Zambia 1978             95.3           57.57      7.33    5532350
817       Zimbabwe 1978             69.2           61.17      7.27    6796946
818        Algeria 1979            107.8           59.56      7.02   18760761
819          Benin 1979            130.9           48.88      7.02    3618509
820       Botswana 1979             57.4           59.74      6.29     959666
821   Burkina Faso 1979            120.2           46.58      7.09    6671659
822        Burundi 1979            136.0           45.60      7.46    4018927
823     Cape Verde 1979             64.1           61.62      6.47     281555
824        Comoros 1979            122.5           52.72      7.13     297765
825  Cote d'Ivoire 1979            116.6           52.31      7.70    7912390
826       Djibouti 1979            121.1           56.61      6.52     336254
827          Egypt 1979            120.0           58.16      5.42   42321740
828        Eritrea 1979            115.8           46.38      6.63    2316054
829       Ethiopia 1979            143.5           42.74      7.27   34569428
830         Gambia 1979            105.4           52.62      6.34     585155
831          Ghana 1979            102.1           52.95      6.61   10550770
832         Guinea 1979            173.2           42.25      6.50    4451872
833  Guinea-Bissau 1979            133.2           47.54      6.28     834068
834          Kenya 1979             71.5           59.36      7.54   15661414
835        Lesotho 1979             97.6           54.01      5.63    1274216
836        Liberia 1979            163.1           46.57      6.96    1830963
837          Libya 1979             59.6           67.40      7.87    3069540
838     Madagascar 1979            104.1           52.58      6.69    8507958
839         Malawi 1979            157.4           45.31      7.62    5986639
840           Mali 1979            164.8           41.61      7.03    6956779
841     Mauritania 1979             98.1           54.51      6.48    1490811
842      Mauritius 1979             34.0           66.41      2.82     952587
843        Morocco 1979             97.4           59.13      5.78   19595092
844     Mozambique 1979            175.1           48.88      6.51   11635174
845        Namibia 1979             63.6           57.57      6.52     991365
846          Niger 1979            135.7           41.44      7.68    5798584
847        Nigeria 1979            129.3           51.42      6.78   71619216
848         Rwanda 1979            138.0           47.12      8.45    4968628
849        Senegal 1979             94.3           48.40      7.42    5424299
850     Seychelles 1979             27.8           68.16      4.02      65153
851   Sierra Leone 1979            169.2           51.49      7.05    3017670
852   South Africa 1979             71.4           56.29      4.88   28360820
853          Sudan 1979             88.5           56.80      6.85   13917268
854      Swaziland 1979             87.2           54.62      6.70     585335
855       Tanzania 1979            110.2           53.98      6.69   18110990
856           Togo 1979            109.2           53.29      7.24    2642845
857        Tunisia 1979             73.4           63.36      5.49    6205210
858         Uganda 1979            127.2           51.93      7.10   12177677
859         Zambia 1979             95.6           57.66      7.26    5727577
860       Zimbabwe 1979             68.1           61.82      7.20    7031159
861        Algeria 1980            101.1           60.92      6.89   19337723
862          Benin 1980            128.7           49.34      7.03    3718024
863       Botswana 1980             54.7           60.24      6.22     996331
864   Burkina Faso 1980            117.6           47.61      7.13    6822840
865        Burundi 1980            131.1           45.93      7.45    4126544
866     Cape Verde 1980             62.6           62.41      6.38     285599
867        Comoros 1980            119.0           53.15      7.13     308518
868  Cote d'Ivoire 1980            113.7           52.87      7.60    8265549
869       Djibouti 1980            118.1           57.10      6.44     358960
870          Egypt 1980            114.3           58.85      5.37   43369552
871        Eritrea 1980            114.2           46.66      6.63    2383858
872       Ethiopia 1980            142.8           42.80      7.32   35239974
873         Gambia 1980            103.2           53.61      6.34     604371
874          Ghana 1980            100.9           53.26      6.54   10802025
875         Guinea 1980            170.2           42.92      6.53    4506559
876  Guinea-Bissau 1980            132.5           47.83      6.32     849886
877          Kenya 1980             69.4           59.96      7.46   16267906
878        Lesotho 1980             93.5           54.65      5.59    1307403
879        Liberia 1980            160.8           47.14      6.97    1892529
880          Libya 1980             57.0           68.13      7.77    3191304
881     Madagascar 1980            105.4           53.01      6.51    8746516
882         Malawi 1980            151.8           45.72      7.62    6163225
883           Mali 1980            161.2           42.45      7.05    7090125
884     Mauritania 1980             96.3           55.13      6.43    1534085
885      Mauritius 1980             32.3           66.92      2.67     966036
886        Morocco 1980             94.0           59.93      5.68   20071902
887     Mozambique 1980            174.6           49.17      6.49   11936379
888        Namibia 1980             63.2           58.06      6.45    1012761
889          Niger 1980            134.8           42.00      7.71    5963159
890        Nigeria 1980            127.0           51.95      6.78   73698096
891         Rwanda 1980            129.1           47.46      8.45    5140786
892        Senegal 1980             91.7           49.42      7.38    5568651
893     Seychelles 1980             25.3           68.40      3.85      66292
894   Sierra Leone 1980            167.3           52.04      7.06    3086406
895   South Africa 1980             68.0           56.85      4.79   29077143
896          Sudan 1980             87.9           56.95      6.80   14418063
897      Swaziland 1980             83.8           55.31      6.66     603373
898       Tanzania 1980            108.9           54.29      6.65   18684893
899           Togo 1980            106.9           53.87      7.21    2720838
900        Tunisia 1980             69.2           64.41      5.35    6368169
901         Uganda 1980            127.7           52.01      7.10   12547754
902         Zambia 1980             96.1           57.62      7.18    5929497
903       Zimbabwe 1980             66.4           62.48      7.10    7289083
904        Algeria 1981             93.4           62.31      6.74   19943667
905          Benin 1981            126.6           49.84      7.03    3822206
906       Botswana 1981             52.3           60.73      6.13    1033073
907   Burkina Faso 1981            115.6           48.58      7.15    6985158
908        Burundi 1981            125.8           46.22      7.45    4239673
909     Cape Verde 1981             61.6           63.19      6.27     290428
910        Comoros 1981            115.4           53.59      7.10     318659
911  Cote d'Ivoire 1981            111.4           53.38      7.50    8629121
912       Djibouti 1981            115.2           57.59      6.37     374683
913          Egypt 1981            108.5           59.52      5.31   44465918
914        Eritrea 1981            112.7           46.97      6.63    2453689
915       Ethiopia 1981            141.4           42.87      7.36   36093319
916         Gambia 1981            100.9           54.59      6.32     625413
917          Ghana 1981            100.1           53.60      6.47   11117608
918         Guinea 1981            167.3           43.66      6.56    4584305
919  Guinea-Bissau 1981            131.6           48.13      6.42     866947
920          Kenya 1981             67.5           60.52      7.37   16901181
921        Lesotho 1981             89.5           55.25      5.54    1340694
922        Liberia 1981            158.7           47.60      6.97    1961795
923          Libya 1981             54.6           68.82      7.62    3318560
924     Madagascar 1981            107.0           53.36      6.36    8983494
925         Malawi 1981            147.3           46.13      7.62    6327344
926           Mali 1981            157.7           43.30      7.06    7233877
927     Mauritania 1981             94.4           55.75      6.37    1578585
928      Mauritius 1981             30.5           67.34      2.53     978067
929        Morocco 1981             90.6           60.77      5.57   20564359
930     Mozambique 1981            174.1           49.40      6.47   12228508
931        Namibia 1981             62.5           58.54      6.36    1034446
932          Niger 1981            134.6           42.58      7.73    6129762
933        Nigeria 1981            125.4           52.41      6.78   75729572
934         Rwanda 1981            120.0           47.88      8.44    5313908
935        Senegal 1981             89.5           50.43      7.34    5723541
936     Seychelles 1981             23.2           68.63      3.70      67298
937   Sierra Leone 1981            165.6           52.50      7.05    3155368
938   South Africa 1981             65.0           57.44      4.70   29828874
939          Sudan 1981             87.3           57.11      6.74   14935471
940      Swaziland 1981             80.3           56.02      6.62     621314
941       Tanzania 1981            108.1           54.56      6.62   19279543
942           Togo 1981            104.8           54.43      7.16    2812071
943        Tunisia 1981             65.5           65.40      5.19    6545025
944         Uganda 1981            127.1           52.09      7.10   12927007
945         Zambia 1981             97.0           57.45      7.10    6138069
946       Zimbabwe 1981             64.2           63.13      6.97    7571965
947        Algeria 1982             84.6           63.69      6.58   20575701
948          Benin 1982            124.7           50.38      7.02    3931355
949       Botswana 1982             50.0           61.21      6.01    1069962
950   Burkina Faso 1982            113.9           49.45      7.17    7158256
951        Burundi 1982            120.3           46.49      7.45    4359122
952     Cape Verde 1982             60.9           63.95      6.17     296071
953        Comoros 1982            111.9           54.03      7.03     328355
954  Cote d'Ivoire 1982            109.5           53.87      7.38    9002400
955       Djibouti 1982            112.2           58.08      6.32     384743
956          Egypt 1982            102.6           60.21      5.25   45610430
957        Eritrea 1982            111.1           47.33      6.62    2525005
958       Ethiopia 1982            139.5           42.93      7.40   37109517
959         Gambia 1982             98.6           55.55      6.30     648202
960          Ghana 1982             99.3           53.95      6.39   11488112
961         Guinea 1982            164.3           44.47      6.59    4684992
962  Guinea-Bissau 1982            130.7           48.45      6.54     885166
963          Kenya 1982             65.8           61.02      7.27   17559778
964        Lesotho 1982             85.8           55.82      5.49    1374044
965        Liberia 1982            157.1           47.97      6.96    2036325
966          Libya 1982             52.2           69.46      7.42    3450078
967     Madagascar 1982            108.5           53.64      6.24    9220693
968         Malawi 1982            144.4           46.53      7.61    6483571
969           Mali 1982            154.2           44.17      7.07    7386669
970     Mauritania 1982             92.5           56.34      6.31    1624310
971      Mauritius 1982             28.3           67.70      2.41     988890
972        Morocco 1982             87.3           61.63      5.44   21070647
973     Mozambique 1982            173.3           49.57      6.46   12511864
974        Namibia 1982             61.5           59.01      6.26    1056758
975          Niger 1982            135.3           43.13      7.75    6299343
976        Nigeria 1982            124.4           52.80      6.77   77729802
977         Rwanda 1982            111.8           48.32      8.42    5486431
978        Senegal 1982             87.4           51.44      7.28    5888261
979     Seychelles 1982             21.4           68.83      3.56      68176
980   Sierra Leone 1982            164.1           52.83      7.03    3224346
981   South Africa 1982             62.2           58.04      4.60   30611206
982          Sudan 1982             86.7           57.27      6.67   15470415
983      Swaziland 1982             76.5           56.71      6.57     639333
984       Tanzania 1982            107.6           54.82      6.58   19894677
985           Togo 1982            102.7           54.97      7.10    2915148
986        Tunisia 1982             62.2           66.31      5.02    6733958
987         Uganda 1982            125.0           52.14      7.10   13318149
988         Zambia 1982             98.3           57.14      7.02    6352561
989       Zimbabwe 1982             61.6           63.73      6.81    7876414
990        Algeria 1983             75.0           64.97      6.39   21228288
991          Benin 1983            122.8           50.97      7.01    4045352
992       Botswana 1983             47.9           61.67      5.88    1107103
993   Burkina Faso 1983            112.4           50.17      7.17    7340907
994        Burundi 1983            115.0           46.75      7.47    4486613
995     Cape Verde 1983             60.3           64.69      6.08     302174
996        Comoros 1983            108.4           54.48      6.92     337853
997  Cote d'Ivoire 1983            108.0           54.31      7.26    9383289
998       Djibouti 1983            109.4           58.55      6.27     392908
999          Egypt 1983             96.3           60.93      5.19   46807221
1000       Eritrea 1983            109.5           47.74      6.61    2598626
1001      Ethiopia 1983            137.1           42.50      7.42   38259376
1002        Gambia 1983             96.2           56.48      6.28     673230
1003         Ghana 1983             98.4           54.34      6.31   11895130
1004        Guinea 1983            161.4           45.37      6.61    4804740
1005 Guinea-Bissau 1983            129.6           48.78      6.64     904391
1006         Kenya 1983             64.4           61.42      7.17   18241331
1007       Lesotho 1983             82.7           56.34      5.44    1406818
1008       Liberia 1983            156.1           48.25      6.95    2107523
1009         Libya 1983             49.9           70.04      7.18    3583183
1010    Madagascar 1983            109.6           53.86      6.17    9462343
1011        Malawi 1983            143.4           46.91      7.60    6659453
1012          Mali 1983            150.5           45.02      7.08    7542377
1013    Mauritania 1983             90.6           56.90      6.26    1671080
1014     Mauritius 1983             25.7           67.96      2.33     998625
1015       Morocco 1983             83.9           62.49      5.29   21583746
1016    Mozambique 1983            172.3           49.72      6.44   12766859
1017       Namibia 1983             60.2           59.45      6.15    1081740
1018         Niger 1983            136.7           43.66      7.76    6472971
1019       Nigeria 1983            123.9           53.12      6.75   79729311
1020        Rwanda 1983            105.3           48.69      8.40    5669251
1021       Senegal 1983             85.4           52.47      7.23    6062682
1022    Seychelles 1983             19.8           69.02      3.43      68906
1023  Sierra Leone 1983            162.8           53.06      6.99    3296530
1024  South Africa 1983             59.6           58.64      4.50   31409913
1025         Sudan 1983             86.1           57.44      6.61   16015120
1026     Swaziland 1983             72.7           57.38      6.52     658496
1027      Tanzania 1983            107.4           55.05      6.54   20528465
1028          Togo 1983            100.7           55.48      7.03    3026378
1029       Tunisia 1983             59.2           67.13      4.83    6930390
1030        Uganda 1983            122.1           52.17      7.10   13727427
1031        Zambia 1983            100.2           56.71      6.94    6571673
1032      Zimbabwe 1983             58.8           64.23      6.63    8197564
1033       Algeria 1984             65.5           66.15      6.19   21893857
1034         Benin 1984            120.9           51.62      6.99    4163968
1035      Botswana 1984             46.0           62.08      5.73    1144716
1036  Burkina Faso 1984            110.8           50.71      7.16    7531244
1037       Burundi 1984            110.6           46.95      7.49    4624617
1038    Cape Verde 1984             59.4           65.43      5.98     308251
1039       Comoros 1984            105.0           54.93      6.77     347548
1040 Cote d'Ivoire 1984            106.9           54.69      7.14    9769105
1041      Djibouti 1984            106.5           58.97      6.24     404589
1042         Egypt 1984             90.0           61.65      5.12   48061546
1043       Eritrea 1984            107.8           48.21      6.59    2675717
1044      Ethiopia 1984            134.5           39.46      7.44   39493503
1045        Gambia 1984             93.7           57.37      6.25     701097
1046         Ghana 1984             96.8           54.76      6.22   12311166
1047        Guinea 1984            158.5           46.32      6.63    4937230
1048 Guinea-Bissau 1984            128.4           49.13      6.71     924378
1049         Kenya 1984             63.4           61.74      7.05   18942599
1050       Lesotho 1984             79.8           56.83      5.38    1438248
1051       Liberia 1984            155.9           48.46      6.92    2163835
1052         Libya 1984             47.6           70.58      6.90    3714264
1053    Madagascar 1984            110.0           54.03      6.14    9714342
1054        Malawi 1984            144.6           47.26      7.58    6892527
1055          Mali 1984            147.0           45.86      7.09    7692537
1056    Mauritania 1984             88.5           57.41      6.22    1718641
1057     Mauritius 1984             23.9           68.14      2.27    1007503
1058       Morocco 1984             80.6           63.33      5.12   22094516
1059    Mozambique 1984            170.9           49.87      6.42   12968335
1060       Namibia 1984             58.7           59.87      6.02    1112044
1061         Niger 1984            138.3           44.15      7.77    6652110
1062       Nigeria 1984            123.9           53.36      6.73   81775215
1063        Rwanda 1984            100.9           48.88      8.36    5877556
1064       Senegal 1984             83.2           53.48      7.16    6246140
1065    Seychelles 1984             18.6           69.17      3.31      69463
1066  Sierra Leone 1984            161.5           53.16      6.95    3376371
1067  South Africa 1984             57.3           59.22      4.40   32204952
1068         Sudan 1984             85.4           57.61      6.54   16559205
1069     Swaziland 1984             68.9           58.00      6.46     680253
1070      Tanzania 1984            107.0           55.26      6.50   21178079
1071          Togo 1984             98.9           55.96      6.96    3140355
1072       Tunisia 1984             56.4           67.87      4.65    7127943
1073        Uganda 1984            119.3           52.16      7.10   14163214
1074        Zambia 1984            102.7           56.17      6.87    6793708
1075      Zimbabwe 1984             56.0           64.63      6.44    8528328
1076       Algeria 1985             57.2           67.18      5.98   22565908
1077         Benin 1985            118.9           52.33      6.97    4287263
1078      Botswana 1985             44.4           62.44      5.57    1182942
1079  Burkina Faso 1985            109.0           51.08      7.14    7727912
1080       Burundi 1985            106.9           47.08      7.52    4774258
1081    Cape Verde 1985             58.0           66.12      5.88     313976
1082       Comoros 1985            101.8           55.36      6.58     357729
1083 Cote d'Ivoire 1985            106.1           55.02      7.01   10158033
1084      Djibouti 1985            103.8           59.38      6.22     423470
1085         Egypt 1985             83.9           62.38      5.05   49373806
1086       Eritrea 1985            106.0           48.77      6.57    2756493
1087      Ethiopia 1985            132.0           35.43      7.44   40775997
1088        Gambia 1985             91.3           58.21      6.22     732092
1089         Ghana 1985             94.7           55.23      6.13   12716238
1090        Guinea 1985            155.7           47.33      6.64    5078689
1091 Guinea-Bissau 1985            127.3           49.49      6.74     944941
1092         Kenya 1985             62.7           61.96      6.92   19660713
1093       Lesotho 1985             77.4           57.31      5.31    1467856
1094       Liberia 1985            156.7           48.58      6.88    2197442
1095         Libya 1985             45.5           71.09      6.58    3840635
1096    Madagascar 1985            109.6           54.19      6.15    9981113
1097        Malawi 1985            146.9           47.60      7.55    7205635
1098          Mali 1985            143.7           46.68      7.09    7831891
1099    Mauritania 1985             86.3           57.86      6.18    1766855
1100     Mauritius 1985             23.7           68.26      2.25    1015763
1101       Morocco 1985             77.2           64.14      4.94   22596133
1102    Mozambique 1985            169.2           50.02      6.40   13102982
1103       Namibia 1985             57.1           60.27      5.89    1149389
1104         Niger 1985            139.8           44.63      7.78    6838170
1105       Nigeria 1985            124.3           53.54      6.70   83901570
1106        Rwanda 1985             97.8           49.15      8.28    6117966
1107       Senegal 1985             80.8           54.45      7.09    6438024
1108    Seychelles 1985             17.5           69.30      3.19      69841
1109  Sierra Leone 1985            160.4           53.14      6.89    3466044
1110  South Africa 1985             55.1           59.78      4.29   32983013
1111         Sudan 1985             84.6           57.81      6.47   17097619
1112     Swaziland 1985             65.3           58.60      6.38     705492
1113      Tanzania 1985            106.4           55.44      6.47   21842087
1114          Togo 1985             97.1           56.39      6.87    3252995
1115       Tunisia 1985             53.9           68.56      4.45    7321877
1116        Uganda 1985            117.2           52.09      7.10   14631089
1117        Zambia 1985            105.6           55.54      6.80    7017292
1118      Zimbabwe 1985             53.6           64.86      6.22    8862601
1119       Algeria 1986             50.9           68.04      5.75   23241276
1120         Benin 1986            116.9           53.09      6.94    4414450
1121      Botswana 1986             43.0           62.70      5.39    1221668
1122  Burkina Faso 1986            107.1           51.28      7.12    7930690
1123       Burundi 1986            104.5           47.05      7.55    4936429
1124    Cape Verde 1986             56.2           66.75      5.78     319161
1125       Comoros 1986             98.7           55.77      6.36     368443
1126 Cote d'Ivoire 1986            105.5           55.26      6.88   10548148
1127      Djibouti 1986            101.2           59.74      6.21     451068
1128         Egypt 1986             78.4           63.07      4.95   50748187
1129       Eritrea 1986            103.9           49.38      6.55    2843141
1130      Ethiopia 1986            129.7           41.39      7.42   42097111
1131        Gambia 1986             88.9           58.97      6.19     766598
1132         Ghana 1986             92.1           55.75      6.04   13103975
1133        Guinea 1986            152.8           48.35      6.65    5223553
1134 Guinea-Bissau 1986            145.9           49.87      6.74     966039
1135         Kenya 1986             62.5           62.09      6.77   20393724
1136       Lesotho 1986             75.3           57.88      5.24    1495101
1137       Liberia 1986            158.6           48.62      6.82    2206867
1138         Libya 1986             43.4           71.56      6.25    3961363
1139    Madagascar 1986            108.3           54.38      6.18   10264368
1140        Malawi 1986            149.0           47.90      7.49    7617137
1141          Mali 1986            140.7           47.45      7.10    7957390
1142    Mauritania 1986             84.1           58.28      6.14    1815692
1143     Mauritius 1986             24.4           68.38      2.26    1023278
1144       Morocco 1986             74.1           64.91      4.75   23084731
1145    Mozambique 1986            167.5           50.21      6.37   13155271
1146       Namibia 1986             55.4           60.65      5.76    1194769
1147         Niger 1986            140.9           45.09      7.77    7031675
1148       Nigeria 1986            124.9           53.67      6.66   86118043
1149        Rwanda 1986             95.1           49.42      8.17    6410594
1150       Senegal 1986             78.1           55.36      7.01    6638186
1151    Seychelles 1986             16.7           69.36      3.08      70011
1152  Sierra Leone 1986            159.4           52.98      6.82    3569102
1153  South Africa 1986             53.2           60.32      4.18   33733547
1154         Sudan 1986             83.8           58.01      6.40   17618852
1155     Swaziland 1986             62.0           59.15      6.29     734790
1156      Tanzania 1986            105.4           55.54      6.42   22516809
1157          Togo 1986             95.5           56.79      6.78    3363448
1158       Tunisia 1986             51.6           69.20      4.27    7509750
1159        Uganda 1986            115.7           51.94      7.10   15133740
1160        Zambia 1986            108.3           54.85      6.74    7242496
1161      Zimbabwe 1986             51.7           64.90      6.00    9198874
1162       Algeria 1987             46.3           68.75      5.51   23917889
1163         Benin 1987            114.8           53.89      6.90    4546136
1164      Botswana 1987             42.0           62.85      5.21    1260720
1165  Burkina Faso 1987            105.3           51.38      7.09    8140076
1166       Burundi 1987            103.3           46.88      7.57    5108581
1167    Cape Verde 1987             54.0           67.33      5.68     323972
1168       Comoros 1987             95.8           56.15      6.14     379589
1169 Cote d'Ivoire 1987            105.2           55.43      6.75   10939987
1170      Djibouti 1987             98.9           60.09      6.19     485565
1171         Egypt 1987             73.5           63.70      4.83   52173840
1172       Eritrea 1987            101.6           50.06      6.54    2933871
1173      Ethiopia 1987            127.6           43.95      7.39   43470219
1174        Gambia 1987             86.5           59.65      6.16     804134
1175         Ghana 1987             89.0           56.31      5.94   13480381
1176        Guinea 1987            150.0           49.37      6.64    5375058
1177 Guinea-Bissau 1987            143.1           50.26      6.73     987718
1178         Kenya 1987             62.7           62.13      6.60   21140344
1179       Lesotho 1987             73.7           58.51      5.17    1520244
1180       Liberia 1987            161.5           48.59      6.75    2196204
1181         Libya 1987             41.3           72.03      5.91    4076888
1182    Madagascar 1987            106.4           54.63      6.23   10563491
1183        Malawi 1987            149.6           48.17      7.40    8108484
1184          Mali 1987            137.8           48.18      7.09    8073178
1185    Mauritania 1987             82.1           58.64      6.10    1865356
1186     Mauritius 1987             24.4           68.53      2.27    1030175
1187       Morocco 1987             71.0           65.66      4.57   23560825
1188    Mozambique 1987            165.7           50.45      6.35   13142516
1189       Namibia 1987             53.8           61.00      5.63    1247186
1190         Niger 1987            141.4           45.57      7.77    7233482
1191       Nigeria 1987            125.4           53.78      6.63   88412917
1192        Rwanda 1987             93.1           49.69      8.00    6742390
1193       Senegal 1987             75.5           56.17      6.93    6846556
1194    Seychelles 1987             15.9           69.37      2.99      70010
1195  Sierra Leone 1987            158.3           52.72      6.75    3681945
1196  South Africa 1987             51.4           60.83      4.05   34463077
1197         Sudan 1987             82.8           58.23      6.34   18130501
1198     Swaziland 1987             59.4           59.67      6.18     767417
1199      Tanzania 1987            104.2           55.58      6.38   23204186
1200          Togo 1987             94.0           57.14      6.68    3472459
1201       Tunisia 1987             49.5           69.83      4.08    7692246
1202        Uganda 1987            114.7           51.72      7.10   15668278
1203        Zambia 1987            110.6           54.09      6.67    7469270
1204      Zimbabwe 1987             50.4           64.74      5.78    9535657
1205       Algeria 1988             43.1           69.33      5.26   24591493
1206         Benin 1988            112.6           54.67      6.86    4685375
1207      Botswana 1988             41.4           62.85      5.04    1300097
1208  Burkina Faso 1988            103.8           51.42      7.06    8356306
1209       Burundi 1988            103.0           46.54      7.57    5284173
1210    Cape Verde 1988             51.8           67.85      5.57     328861
1211       Comoros 1988             93.0           56.50      5.93     391133
1212 Cote d'Ivoire 1988            104.9           55.50      6.62   11337122
1213      Djibouti 1988             96.6           60.42      6.17     523266
1214         Egypt 1988             69.4           64.27      4.68   53617678
1215       Eritrea 1988             99.1           50.80      6.52    3020278
1216      Ethiopia 1988            125.7           44.40      7.35   44908705
1217        Gambia 1988             84.3           60.26      6.14     843060
1218         Ghana 1988             85.8           56.89      5.83   13852597
1219        Guinea 1988            147.1           50.33      6.63    5548270
1220 Guinea-Bissau 1988            140.4           50.67      6.71    1009967
1221         Kenya 1988             63.4           62.10      6.42   21899004
1222       Lesotho 1988             72.3           59.21      5.09    1544580
1223       Liberia 1988            164.6           48.55      6.67    2170426
1224         Libya 1988             39.3           72.48      5.58    4187631
1225    Madagascar 1988            103.9           54.98      6.26   10877757
1226        Malawi 1988            148.6           48.42      7.29    8620942
1227          Mali 1988            135.2           48.86      7.09    8189984
1228    Mauritania 1988             80.4           58.96      6.07    1916240
1229     Mauritius 1988             23.1           68.74      2.29    1037260
1230       Morocco 1988             68.2           66.38      4.39   24027330
1231    Mozambique 1988            163.8           50.74      6.31   13124285
1232       Namibia 1988             52.3           61.30      5.49    1303879
1233         Niger 1988            140.9           46.07      7.77    7445788
1234       Nigeria 1988            125.8           53.88      6.58   90773613
1235        Rwanda 1988             91.9           49.96      7.79    7048075
1236       Senegal 1988             73.2           56.86      6.83    7062540
1237    Seychelles 1988             15.3           69.31      2.90      69990
1238  Sierra Leone 1988            157.6           52.36      6.68    3791078
1239  South Africa 1988             49.8           61.29      3.92   35195598
1240         Sudan 1988             81.9           58.44      6.28   18669146
1241     Swaziland 1988             57.5           60.13      6.05     801350
1242      Tanzania 1988            102.8           55.51      6.33   23914852
1243          Togo 1988             92.6           57.42      6.57    3579489
1244       Tunisia 1988             47.6           70.48      3.89    7871460
1245        Uganda 1988            114.0           51.42      7.10   16227778
1246        Zambia 1988            112.2           53.33      6.61    7696070
1247      Zimbabwe 1988             49.8           64.39      5.57    9866776
1248       Algeria 1989             41.0           69.81      5.01   25257671
1249         Benin 1989            110.4           55.42      6.81    4836240
1250      Botswana 1989             41.3           62.69      4.86    1339813
1251  Burkina Faso 1989            102.9           51.42      7.04    8579825
1252       Burundi 1989            103.3           46.10      7.56    5454475
1253    Cape Verde 1989             49.7           68.30      5.44     334473
1254       Comoros 1989             90.4           56.81      5.74     403003
1255 Cote d'Ivoire 1989            104.9           55.46      6.49   11744698
1256      Djibouti 1989             94.5           60.72      6.14     558810
1257         Egypt 1989             66.0           64.76      4.52   55035937
1258       Eritrea 1989             96.2           51.58      6.50    3091083
1259      Ethiopia 1989            123.7           44.82      7.30   46433604
1260        Gambia 1989             82.1           60.81      6.12     881146
1261         Ghana 1989             82.7           57.47      5.73   14232493
1262        Guinea 1989            144.0           51.22      6.61    5763843
1263 Guinea-Bissau 1989            137.9           51.09      6.68    1032797
1264         Kenya 1989             64.5           62.00      6.23   22668238
1265       Lesotho 1989             71.4           59.92      5.00    1569936
1266       Liberia 1989            167.7           48.53      6.59    2137018
1267         Libya 1989             37.3           72.94      5.26    4294547
1268    Madagascar 1989            101.0           55.43      6.27   11205548
1269        Malawi 1989            146.2           48.64      7.15    9073088
1270          Mali 1989            132.8           49.47      7.08    8322726
1271    Mauritania 1989             79.0           59.25      6.02    1968870
1272     Mauritius 1989             21.3           68.99      2.30    1045588
1273       Morocco 1989             65.6           67.06      4.22   24489354
1274    Mozambique 1989            161.8           51.08      6.28   13181941
1275       Namibia 1989             50.8           61.54      5.36    1360921
1276         Niger 1989            139.8           46.62      7.76    7671233
1277       Nigeria 1989            126.0           53.98      6.54   93179755
1278        Rwanda 1989             91.8           50.23      7.54    7239097
1279       Senegal 1989             71.5           57.41      6.73    7285378
1280    Seychelles 1989             14.7           69.22      2.82      70150
1281  Sierra Leone 1989            157.0           51.98      6.60    3878211
1282  South Africa 1989             48.5           61.69      3.79   35965131
1283         Sudan 1989             80.9           58.67      6.21   19284633
1284     Swaziland 1989             56.3           60.50      5.91     833787
1285      Tanzania 1989            101.5           55.39      6.27   24663284
1286          Togo 1989             91.4           57.65      6.45    3684309
1287       Tunisia 1989             45.9           71.13      3.71    8050936
1288        Uganda 1989            113.0           51.08      7.10   16802258
1289        Zambia 1989            113.1           52.59      6.54    7921028
1290      Zimbabwe 1989             50.2           63.81      5.37   10184966
1291       Algeria 1990             39.7           70.20      4.76   25912364
1292         Benin 1990            108.0           56.10      6.74    5001271
1293      Botswana 1990             41.8           62.30      4.70    1379814
1294  Burkina Faso 1990            102.5           51.40      7.01    8811033
1295       Burundi 1990            103.9           45.60      7.54    5613141
1296    Cape Verde 1990             48.2           68.70      5.31     341256
1297       Comoros 1990             87.9           57.10      5.57     415144
1298 Cote d'Ivoire 1990            104.9           55.30      6.36   12165909
1299      Djibouti 1990             92.7           61.00      6.09     588356
1300         Egypt 1990             63.0           65.20      4.35   56397273
1301       Eritrea 1990             93.0           52.40      6.49    3139083
1302      Ethiopia 1990            121.6           45.20      7.25   48057094
1303        Gambia 1990             80.0           61.30      6.11     916811
1304         Ghana 1990             79.8           58.00      5.62   14628260
1305        Guinea 1990            140.8           52.00      6.58    6034082
1306 Guinea-Bissau 1990            135.5           51.50      6.65    1056208
1307         Kenya 1990             65.8           61.80      6.04   23446229
1308       Lesotho 1990             70.8           60.50      4.92    1597534
1309       Liberia 1990            170.1           48.60      6.50    2102877
1310         Libya 1990             35.5           73.40      4.97    4398419
1311    Madagascar 1990             98.1           56.00      6.26   11545782
1312        Malawi 1990            142.5           48.80      7.00    9408998
1313          Mali 1990            130.6           50.00      7.06    8482075
1314    Mauritania 1990             77.9           59.50      5.98    2023665
1315     Mauritius 1990             19.9           69.30      2.29    1055865
1316       Morocco 1990             63.1           67.70      4.06   24950128
1317    Mozambique 1990            159.7           51.50      6.24   13371971
1318       Namibia 1990             49.6           61.70      5.23    1415447
1319         Niger 1990            138.1           47.20      7.76    7911884
1320       Nigeria 1990            125.9           54.10      6.49   95617345
1321        Rwanda 1990             93.2           50.50      7.27    7259740
1322       Senegal 1990             70.3           57.80      6.63    7514201
1323    Seychelles 1990             14.2           69.10      2.74      70627
1324  Sierra Leone 1990            156.5           51.60      6.53    3931208
1325  South Africa 1990             47.4           62.00      3.66   36793490
1326         Sudan 1990             79.9           58.90      6.15   20008804
1327     Swaziland 1990             56.0           60.70      5.74     862728
1328      Tanzania 1990            100.4           55.20      6.21   25458208
1329          Togo 1990             90.2           57.80      6.33    3786942
1330       Tunisia 1990             44.3           71.80      3.54    8232797
1331        Uganda 1990            111.4           50.70      7.09   17384369
1332        Zambia 1990            113.3           51.90      6.47    8143142
1333      Zimbabwe 1990             51.2           63.00      5.18   10484771
1334       Algeria 1991             38.8           70.50      4.50   26554277
1335         Benin 1991            105.6           56.30      6.68    5182525
1336      Botswana 1991             42.9           62.00      4.54    1420098
1337  Burkina Faso 1991            102.3           51.40      6.98    9050090
1338       Burundi 1991            104.5           45.40      7.51    5759429
1339    Cape Verde 1991             47.0           68.60      5.16     349326
1340       Comoros 1991             85.4           57.40      5.45     427556
1341 Cote d'Ivoire 1991            104.8           54.90      6.23   12600967
1342      Djibouti 1991             91.0           60.70      6.00     610679
1343         Egypt 1991             60.3           65.40      4.18   57689828
1344       Eritrea 1991             89.5           53.40      6.47    3160644
1345      Ethiopia 1991            119.2           46.90      7.19   49784987
1346        Gambia 1991             78.0           61.50      6.10     949490
1347         Ghana 1991             77.5           58.40      5.51   15042736
1348        Guinea 1991            137.3           52.30      6.54    6367110
1349 Guinea-Bissau 1991            132.9           51.70      6.61    1080191
1350         Kenya 1991             67.4           61.10      5.85   24234087
1351       Lesotho 1991             70.6           60.60      4.84    1627900
1352       Liberia 1991            171.2           51.50      6.41    2066060
1353         Libya 1991             33.8           73.70      4.69    4499210
1354    Madagascar 1991             95.4           56.20      6.23   11898267
1355        Malawi 1991            137.9           48.60      6.85    9604199
1356          Mali 1991            128.7           50.50      7.04    8672581
1357    Mauritania 1991             77.2           60.20      5.93    2080782
1358     Mauritius 1991             18.8           69.60      2.28    1068435
1359       Morocco 1991             60.8           68.10      3.91   25410178
1360    Mozambique 1991            157.4           51.70      6.19   13719853
1361       Namibia 1991             48.5           61.90      5.10    1466152
1362         Niger 1991            135.6           47.90      7.76    8168834
1363       Nigeria 1991            125.8           54.30      6.44   98085436
1364        Rwanda 1991             96.3           49.30      7.01    7071393
1365       Senegal 1991             69.7           58.00      6.52    7749559
1366    Seychelles 1991             13.7           69.10      2.66      71496
1367  Sierra Leone 1991            156.1           51.40      6.45    3945899
1368  South Africa 1991             46.7           62.50      3.53   37692367
1369         Sudan 1991             78.9           59.20      6.09   20861117
1370     Swaziland 1991             56.7           60.70      5.57     887248
1371      Tanzania 1991             99.6           55.10      6.15   26307482
1372          Togo 1991             89.0           57.80      6.21    3886858
1373       Tunisia 1991             42.8           72.00      3.36    8417689
1374        Uganda 1991            109.3           50.00      7.08   17973428
1375        Zambia 1991            113.0           50.70      6.40    8361381
1376      Zimbabwe 1991             52.6           62.70      5.00   10763036
1377       Algeria 1992             38.1           70.90      4.24   27180921
1378         Benin 1992            103.2           56.60      6.60    5378226
1379      Botswana 1992             44.2           61.20      4.39    1460453
1380  Burkina Faso 1992            102.4           51.30      6.95    9297116
1381       Burundi 1992            104.8           45.30      7.47    5895131
1382    Cape Verde 1992             46.3           68.60      5.02     358473
1383       Comoros 1992             82.9           57.80      5.36     440252
1384 Cote d'Ivoire 1992            104.7           54.40      6.11   13046907
1385      Djibouti 1992             89.6           60.40      5.88     627063
1386         Egypt 1992             57.6           66.10      4.02   58922018
1387       Eritrea 1992             85.8           54.90      6.44    3160617
1388      Ethiopia 1992            116.4           47.80      7.14   51602776
1389        Gambia 1992             76.1           61.50      6.08     979701
1390         Ghana 1992             75.6           58.70      5.39   15471527
1391        Guinea 1992            133.7           52.50      6.49    6751394
1392 Guinea-Bissau 1992            130.2           51.80      6.55    1104708
1393         Kenya 1992             68.9           60.30      5.67   25029754
1394       Lesotho 1992             71.1           60.40      4.76    1660360
1395       Liberia 1992            170.3           51.80      6.34    2028672
1396         Libya 1992             32.2           73.80      4.43    4596811
1397    Madagascar 1992             92.9           56.40      6.18   12263899
1398        Malawi 1992            133.1           48.30      6.72    9682918
1399          Mali 1992            127.3           50.80      7.02    8891141
1400    Mauritania 1992             76.7           60.40      5.88    2140250
1401     Mauritius 1992             18.4           69.70      2.25    1082958
1402       Morocco 1992             58.5           68.40      3.76   25866445
1403    Mozambique 1992            154.7           52.10      6.14   14203987
1404       Namibia 1992             47.8           62.00      4.97    1513689
1405         Niger 1992            132.6           48.20      7.77    8442330
1406       Nigeria 1992            125.5           54.40      6.40  100592458
1407        Rwanda 1992            101.3           48.00      6.77    6712924
1408       Senegal 1992             69.6           58.00      6.40    7990736
1409    Seychelles 1992             13.3           69.20      2.59      72706
1410  Sierra Leone 1992            155.7           51.90      6.39    3929182
1411  South Africa 1992             46.4           62.40      3.41   38646788
1412         Sudan 1992             77.9           59.40      6.03   21820588
1413     Swaziland 1992             58.6           61.00      5.39     907947
1414      Tanzania 1992             98.9           54.70      6.08   27203865
1415          Togo 1992             87.9           57.90      6.08    3984356
1416       Tunisia 1992             41.2           72.20      3.19    8603226
1417        Uganda 1992            106.8           49.60      7.07   18571527
1418        Zambia 1992            112.4           49.60      6.34    8576987
1419      Zimbabwe 1992             54.5           61.40      4.84   11019717
1420       Algeria 1993             37.5           71.20      3.97   27785977
1421         Benin 1993            100.9           56.90      6.53    5582420
1422      Botswana 1993             45.7           60.10      4.25    1500356
1423  Burkina Faso 1993            102.4           51.30      6.92    9552473
1424       Burundi 1993            104.8           45.10      7.42    6019901
1425    Cape Verde 1993             45.8           68.40      4.86     368423
1426       Comoros 1993             80.6           58.20      5.29     453188
1427 Cote d'Ivoire 1993            104.7           53.70      6.01   13499696
1428      Djibouti 1993             88.3           60.70      5.73     639215
1429         Egypt 1993             55.0           66.40      3.88   60108373
1430       Eritrea 1993             81.9           56.20      6.40    3150811
1431      Ethiopia 1993            113.1           48.40      7.09   53477944
1432        Gambia 1993             74.3           62.00      6.07    1008296
1433         Ghana 1993             74.1           59.50      5.28   15907244
1434        Guinea 1993            129.9           53.00      6.44    7155564
1435 Guinea-Bissau 1993            127.6           52.00      6.49    1129706
1436         Kenya 1993             70.4           59.50      5.51   25824736
1437       Lesotho 1993             72.3           60.10      4.69    1693459
1438       Liberia 1993            167.8           50.10      6.27    2006349
1439         Libya 1993             30.8           74.20      4.18    4691934
1440    Madagascar 1993             90.7           56.30      6.13   12643864
1441        Malawi 1993            128.6           48.00      6.61    9697635
1442          Mali 1993            126.2           51.20      7.00    9131449
1443    Mauritania 1993             76.4           60.70      5.82    2202201
1444     Mauritius 1993             18.4           69.80      2.22    1098598
1445       Morocco 1993             56.2           68.60      3.61   26314339
1446    Mozambique 1993            151.5           52.30      6.09   14775877
1447       Namibia 1993             47.5           62.00      4.84    1559480
1448         Niger 1993            128.9           48.60      7.77    8732500
1449       Nigeria 1993            125.1           54.50      6.35  103145093
1450        Rwanda 1993            109.0           46.70      6.57    6300358
1451       Senegal 1993             69.9           58.20      6.29    8234147
1452    Seychelles 1993             13.0           69.30      2.51      74111
1453  Sierra Leone 1993            155.2           52.10      6.32    3893891
1454  South Africa 1993             46.6           63.00      3.30   39619539
1455         Sudan 1993             76.9           59.50      5.96   22829227
1456     Swaziland 1993             61.4           61.30      5.21     926224
1457      Tanzania 1993             98.1           54.50      6.01   28122799
1458          Togo 1993             86.8           57.80      5.96    4081398
1459       Tunisia 1993             39.6           72.20      3.01    8784888
1460        Uganda 1993            104.5           49.00      7.06   19177660
1461        Zambia 1993            111.3           48.60      6.29    8794061
1462      Zimbabwe 1993             56.4           59.80      4.69   11256512
1463       Algeria 1994             36.9           71.40      3.71   28362015
1464         Benin 1994             98.9           56.80      6.45    5786794
1465      Botswana 1994             47.3           58.60      4.12    1539135
1466  Burkina Faso 1994            102.1           51.30      6.88    9816586
1467       Burundi 1994            104.3           45.00      7.37    6134041
1468    Cape Verde 1994             45.1           68.30      4.71     378763
1469       Comoros 1994             78.7           58.50      5.26     466309
1470 Cote d'Ivoire 1994            104.6           53.20      5.90   13953779
1471      Djibouti 1994             87.2           60.00      5.55     649878
1472         Egypt 1994             52.2           66.70      3.76   61272847
1473       Eritrea 1994             78.0           57.00      6.35    3147871
1474      Ethiopia 1994            109.4           48.80      7.05   55366517
1475        Gambia 1994             72.6           62.30      6.06    1036627
1476         Ghana 1994             73.0           59.60      5.17   16339344
1477        Guinea 1994            126.2           53.10      6.38    7536389
1478 Guinea-Bissau 1994            124.8           52.20      6.40    1155111
1479         Kenya 1994             71.4           58.70      5.37   26608089
1480       Lesotho 1994             74.3           59.20      4.62    1725118
1481       Liberia 1994            163.7           48.90      6.21    2019148
1482         Libya 1994             29.6           74.40      3.95    4785488
1483    Madagascar 1994             88.4           56.80      6.07   13039754
1484        Malawi 1994            124.9           47.40      6.54    9725612
1485          Mali 1994            125.3           51.20      6.97    9383608
1486    Mauritania 1994             76.3           60.70      5.76    2266745
1487     Mauritius 1994             18.8           70.00      2.18    1114140
1488       Morocco 1994             54.1           69.10      3.46   26747660
1489    Mozambique 1994            147.8           52.60      6.03   15363065
1490       Namibia 1994             47.4           61.50      4.72    1605828
1491         Niger 1994            124.6           49.10      7.77    9039088
1492       Nigeria 1994            124.4           54.90      6.30  105753088
1493        Rwanda 1994            132.3           13.20      6.42    5995987
1494       Senegal 1994             70.3           58.20      6.17    8475136
1495    Seychelles 1994             12.7           69.60      2.42      75493
1496  Sierra Leone 1994            154.5           51.60      6.26    3858559
1497  South Africa 1994             47.2           62.80      3.20   40558495
1498         Sudan 1994             75.8           60.20      5.89   23805536
1499     Swaziland 1994             64.9           60.70      5.04     944223
1500      Tanzania 1994             97.1           54.00      5.95   29030288
1501          Togo 1994             85.5           57.60      5.84    4180689
1502       Tunisia 1994             37.8           72.50      2.84    8956590
1503        Uganda 1994            102.5           48.50      7.04   19791266
1504        Zambia 1994            109.7           47.70      6.25    9018229
1505      Zimbabwe 1994             58.1           58.20      4.55   11476807
1506       Algeria 1995             36.3           71.60      3.45   28904300
1507         Benin 1995             97.2           56.70      6.37    5985658
1508      Botswana 1995             48.9           56.80      3.99    1576291
1509  Burkina Faso 1995            101.4           51.30      6.84   10089876
1510       Burundi 1995            103.2           44.50      7.32    6239030
1511    Cape Verde 1995             43.7           68.30      4.55     389156
1512       Comoros 1995             76.9           58.90      5.25     479574
1513 Cote d'Ivoire 1995            104.4           52.50      5.81   14404340
1514      Djibouti 1995             86.2           60.40      5.35     661076
1515         Egypt 1995             49.4           67.40      3.66   62434527
1516       Eritrea 1995             74.2           57.80      6.29    3164095
1517      Ethiopia 1995            105.6           49.20      7.00   57237226
1518        Gambia 1995             70.9           62.60      6.04    1065746
1519         Ghana 1995             72.0           60.00      5.06   16760991
1520        Guinea 1995            122.3           53.40      6.31    7863033
1521 Guinea-Bissau 1995            122.1           52.30      6.31    1180877
1522         Kenya 1995             71.9           58.10      5.25   27373035
1523       Lesotho 1995             76.6           58.70      4.55    1753824
1524       Liberia 1995            158.3           50.90      6.16    2079921
1525         Libya 1995             28.4           74.60      3.73    4878202
1526    Madagascar 1995             85.9           57.20      6.00   13452526
1527        Malawi 1995            121.9           46.90      6.48    9822812
1528          Mali 1995            124.5           51.40      6.95    9640643
1529    Mauritania 1995             76.3           61.20      5.70    2333966
1530     Mauritius 1995             19.4           70.30      2.14    1128676
1531       Morocco 1995             51.8           69.50      3.31   27161889
1532    Mozambique 1995            143.4           52.70      5.98   15913101
1533       Namibia 1995             47.6           60.50      4.59    1654214
1534         Niger 1995            119.9           49.50      7.77    9361912
1535       Nigeria 1995            123.4           55.00      6.26  108424822
1536        Rwanda 1995            129.6           43.80      6.31    5912755
1537       Senegal 1995             70.8           58.40      6.05    8710746
1538    Seychelles 1995             12.5           69.80      2.35      76703
1539  Sierra Leone 1995            153.4           50.90      6.20    3837807
1540  South Africa 1995             48.2           62.70      3.11   41426810
1541         Sudan 1995             74.7           60.50      5.82   24691970
1542     Swaziland 1995             68.7           59.10      4.87     963428
1543      Tanzania 1995             95.8           53.90      5.88   29903329
1544          Togo 1995             84.2           57.60      5.73    4284286
1545       Tunisia 1995             35.9           72.90      2.68    9113972
1546        Uganda 1995            101.0           48.30      7.02   20412967
1547        Zambia 1995            107.8           46.90      6.21    9253527
1548      Zimbabwe 1995             60.1           56.00      4.43   11683136
1549       Algeria 1996             35.7           72.10      3.21   29411839
1550         Benin 1996             95.6           56.60      6.28    6176318
1551      Botswana 1996             50.2           54.80      3.87    1611827
1552  Burkina Faso 1996            100.5           51.50      6.80   10372809
1553       Burundi 1996            101.7           44.30      7.27    6333415
1554    Cape Verde 1996             41.6           68.20      4.39     399508
1555       Comoros 1996             75.6           58.40      5.25     492979
1556 Cote d'Ivoire 1996            104.0           52.30      5.72   14852193
1557      Djibouti 1996             85.1           60.30      5.15     673202
1558         Egypt 1996             46.6           67.90      3.58   63595629
1559       Eritrea 1996             70.6           58.40      6.23    3202598
1560      Ethiopia 1996            102.1           50.00      6.94   59076414
1561        Gambia 1996             69.3           62.80      6.02    1095839
1562         Ghana 1996             71.0           60.10      4.96   17169214
1563        Guinea 1996            118.5           53.80      6.24    8124799
1564 Guinea-Bissau 1996            119.1           52.60      6.21    1207006
1565         Kenya 1996             71.7           57.40      5.17   28116027
1566       Lesotho 1996             78.8           57.90      4.48    1779201
1567       Liberia 1996            151.9           50.40      6.11    2197801
1568         Libya 1996             27.4           74.60      3.54    4970391
1569    Madagascar 1996             83.1           57.60      5.92   13882646
1570        Malawi 1996            119.5           46.30      6.45   10006767
1571          Mali 1996            123.6           51.80      6.92    9901045
1572    Mauritania 1996             76.3           61.50      5.63    2403779
1573     Mauritius 1996             19.9           70.50      2.11    1141949
1574       Morocco 1996             49.7           70.00      3.17   27556892
1575    Mozambique 1996            138.3           52.60      5.93   16410777
1576       Namibia 1996             48.0           59.30      4.47    1705349
1577         Niger 1996            115.4           50.20      7.77    9701730
1578       Nigeria 1996            121.9           55.00      6.22  111164651
1579        Rwanda 1996            120.3           44.60      6.23    6097688
1580       Senegal 1996             71.2           58.80      5.94    8939438
1581    Seychelles 1996             12.3           69.90      2.28      77678
1582  Sierra Leone 1996            152.0           51.90      6.15    3833053
1583  South Africa 1996             49.4           61.60      3.04   42210216
1584         Sudan 1996             73.6           60.60      5.75   25466387
1585     Swaziland 1996             72.5           57.10      4.71     984506
1586      Tanzania 1996             93.8           53.80      5.83   30733937
1587          Togo 1996             82.8           57.30      5.62    4392941
1588       Tunisia 1996             33.9           73.40      2.52    9256036
1589        Uganda 1996             99.6           48.20      6.99   21041468
1590        Zambia 1996            106.1           46.30      6.18    9502346
1591      Zimbabwe 1996             61.6           54.40      4.33   11877664
1592       Algeria 1997             35.1           72.40      2.99   29887717
1593         Benin 1997             94.2           56.90      6.21    6361301
1594      Botswana 1997             51.3           52.90      3.75    1645846
1595  Burkina Faso 1997             99.4           51.60      6.75   10665781
1596       Burundi 1997            100.0           45.00      7.22    6420397
1597    Cape Verde 1997             38.8           68.20      4.22     409805
1598       Comoros 1997             74.5           59.40      5.27     506525
1599 Cote d'Ivoire 1997            103.3           52.30      5.63   15296390
1600      Djibouti 1997             83.9           60.10      4.95     685644
1601         Egypt 1997             44.0           68.20      3.51   64754566
1602       Eritrea 1997             67.2           59.00      6.16    3260612
1603      Ethiopia 1997             98.7           50.60      6.86   60893264
1604        Gambia 1997             67.7           63.10      6.00    1126786
1605         Ghana 1997             69.8           59.80      4.87   17568583
1606        Guinea 1997            114.7           54.00      6.16    8331366
1607 Guinea-Bissau 1997            116.2           52.80      6.12    1233520
1608         Kenya 1997             71.1           56.70      5.10   28842245
1609       Lesotho 1997             80.5           56.60      4.39    1801695
1610       Liberia 1997            145.2           53.80      6.06    2365290
1611         Libya 1997             26.5           74.80      3.38    5062160
1612    Madagascar 1997             80.0           58.00      5.84   14329239
1613        Malawi 1997            117.1           45.80      6.41   10260421
1614          Mali 1997            122.6           52.20      6.90   10168000
1615    Mauritania 1997             76.3           62.00      5.57    2476188
1616     Mauritius 1997             19.8           70.70      2.07    1154137
1617       Morocco 1997             47.7           70.40      3.03   27934014
1618    Mozambique 1997            132.7           52.50      5.88   16872896
1619       Namibia 1997             48.4           58.10      4.35    1758097
1620         Niger 1997            111.3           50.60      7.77   10058960
1621       Nigeria 1997            119.9           55.00      6.19  113975055
1622        Rwanda 1997            121.7           44.00      6.16    6506118
1623       Senegal 1997             71.2           58.90      5.84    9163184
1624    Seychelles 1997             12.2           70.10      2.22      78474
1625  Sierra Leone 1997            150.1           51.30      6.10    3843472
1626  South Africa 1997             50.9           60.00      2.98   42921506
1627         Sudan 1997             72.3           60.80      5.67   26149124
1628     Swaziland 1997             76.0           55.80      4.56    1006760
1629      Tanzania 1997             91.4           53.80      5.78   31533781
1630          Togo 1997             81.2           56.90      5.52    4506465
1631       Tunisia 1997             31.9           73.90      2.39    9384151
1632        Uganda 1997             98.1           48.50      6.97   21679497
1633        Zambia 1997            104.6           45.90      6.15    9763742
1634      Zimbabwe 1997             62.7           52.80      4.24   12059858
1635       Algeria 1998             34.7           72.60      2.79   30336880
1636         Benin 1998             92.7           57.00      6.13    6546493
1637      Botswana 1998             52.0           50.90      3.63    1678111
1638  Burkina Faso 1998             98.3           51.80      6.70   10969093
1639       Burundi 1998             97.9           45.50      7.17    6511920
1640    Cape Verde 1998             35.5           68.20      4.05     419884
1641       Comoros 1998             73.7           60.00      5.29     520180
1642 Cote d'Ivoire 1998            102.3           52.20      5.55   15728482
1643      Djibouti 1998             82.6           60.00      4.77     698256
1644         Egypt 1998             41.4           68.60      3.44   65922626
1645       Eritrea 1998             64.1           58.80      6.09    3337227
1646      Ethiopia 1998             95.6           51.10      6.77   62707547
1647        Gambia 1998             66.2           63.40      5.97    1159001
1648         Ghana 1998             68.4           60.10      4.79   17969006
1649        Guinea 1998            110.9           54.00      6.09    8497582
1650 Guinea-Bissau 1998            113.1           51.70      6.02    1260424
1651         Kenya 1998             69.9           56.10      5.06   29564614
1652       Lesotho 1998             81.8           54.60      4.30    1821632
1653       Liberia 1998            138.1           54.40      6.01    2558085
1654         Libya 1998             25.7           74.80      3.25    5153764
1655    Madagascar 1998             76.7           58.30      5.75   14790245
1656        Malawi 1998            113.9           45.30      6.37   10563554
1657          Mali 1998            121.0           50.90      6.87   10444822
1658    Mauritania 1998             76.3           62.50      5.51    2551429
1659     Mauritius 1998             19.0           71.00      2.04    1165288
1660       Morocco 1998             45.8           70.80      2.91   28292299
1661    Mozambique 1998            126.6           52.60      5.84   17317376
1662       Namibia 1998             48.9           56.70      4.24    1809920
1663         Niger 1998            107.7           51.20      7.76   10432657
1664       Nigeria 1998            117.5           55.10      6.15  116860691
1665        Rwanda 1998            121.4           45.60      6.09    7047196
1666       Senegal 1998             70.9           59.10      5.74    9386923
1667    Seychelles 1998             12.2           70.40      2.18      79213
1668  Sierra Leone 1998            148.1           49.70      6.04    3878475
1669  South Africa 1998             52.2           58.90      2.94   43584030
1670         Sudan 1998             70.9           61.20      5.60   26777059
1671     Swaziland 1998             79.1           53.50      4.43    1028694
1672      Tanzania 1998             88.2           53.70      5.74   32323953
1673          Togo 1998             79.6           56.60      5.44    4624826
1674       Tunisia 1998             29.9           74.30      2.28    9499387
1675        Uganda 1998             96.0           48.70      6.94   22336812
1676        Zambia 1998            103.1           45.40      6.13   10034412
1677      Zimbabwe 1998             63.3           50.90      4.17   12226742
1678       Algeria 1999             34.4           73.00      2.63   30766551
1679         Benin 1999             91.1           57.10      6.05    6740491
1680      Botswana 1999             53.1           49.20      3.52    1708368
1681  Burkina Faso 1999             97.3           52.20      6.65   11283016
1682       Burundi 1999             95.7           46.30      7.11    6623707
1683    Cape Verde 1999             32.1           68.20      3.88     429576
1684       Comoros 1999             73.1           61.40      5.31     533909
1685 Cote d'Ivoire 1999            101.0           52.20      5.46   16137824
1686      Djibouti 1999             81.2           59.90      4.61     710652
1687         Egypt 1999             39.1           69.00      3.37   67112877
1688       Eritrea 1999             61.1           52.20      6.02    3429656
1689      Ethiopia 1999             92.6           50.60      6.66   64550161
1690        Gambia 1999             64.8           63.40      5.94    1192920
1691         Ghana 1999             66.7           60.10      4.73   18384426
1692        Guinea 1999            106.9           54.00      6.01    8647336
1693 Guinea-Bissau 1999            110.1           52.50      5.93    1287727
1694         Kenya 1999             68.4           55.80      5.03   30301240
1695       Lesotho 1999             83.0           52.90      4.20    1839631
1696       Liberia 1999            130.6           55.20      5.95    2741755
1697         Libya 1999             24.9           74.90      3.14    5245414
1698    Madagascar 1999             73.2           58.80      5.65   15262817
1699        Malawi 1999            109.4           45.10      6.32   10882543
1700          Mali 1999            118.9           53.50      6.85   10736542
1701    Mauritania 1999             76.2           63.20      5.44    2629806
1702     Mauritius 1999             17.8           71.20      2.02    1175577
1703       Morocco 1999             43.9           71.10      2.80   28630973
1704    Mozambique 1999            120.7           52.60      5.81   17774066
1705       Namibia 1999             49.2           55.40      4.13    1857320
1706         Niger 1999            104.3           51.80      7.74   10821434
1707       Nigeria 1999            114.8           55.20      6.13  119826231
1708        Rwanda 1999            115.2           47.20      6.00    7585143
1709       Senegal 1999             70.0           59.20      5.65    9617641
1710    Seychelles 1999             12.2           70.70      2.16      80066
1711  Sierra Leone 1999            145.8           49.20      5.99    3948800
1712  South Africa 1999             53.2           57.90      2.90   44233730
1713         Sudan 1999             69.4           62.00      5.52   27406808
1714     Swaziland 1999             81.8           51.40      4.31    1048151
1715      Tanzania 1999             84.5           53.80      5.71   33135281
1716          Togo 1999             77.9           56.80      5.36    4747665
1717       Tunisia 1999             28.1           74.70      2.18    9603733
1718        Uganda 1999             93.4           48.90      6.90   23026357
1719        Zambia 1999            100.9           45.00      6.10   10309310
1720      Zimbabwe 1999             63.5           49.30      4.11   12374019
1721       Algeria 2000             33.9           73.30      2.51   31183658
1722         Benin 2000             89.3           57.20      5.98    6949366
1723      Botswana 2000             52.4           47.60      3.41    1736579
1724  Burkina Faso 2000             96.2           52.60      6.59   11607944
1725       Burundi 2000             93.4           46.70      7.06    6767073
1726    Cape Verde 2000             29.1           68.40      3.70     438737
1727       Comoros 2000             72.7           62.10      5.32     547696
1728 Cote d'Ivoire 2000             99.5           52.00      5.38   16517948
1729      Djibouti 2000             79.7           60.00      4.47     722562
1730         Egypt 2000             37.0           69.70      3.31   68334905
1731       Eritrea 2000             58.3           37.60      5.94    3535156
1732      Ethiopia 2000             89.5           52.10      6.53   66443603
1733        Gambia 2000             63.3           63.60      5.92    1228863
1734         Ghana 2000             64.9           60.00      4.67   18824994
1735        Guinea 2000            103.1           54.20      5.94    8799165
1736 Guinea-Bissau 2000            106.9           52.80      5.85    1315455
1737         Kenya 2000             66.5           55.60      5.01   31065820
1738       Lesotho 2000             84.1           50.70      4.09    1856225
1739       Liberia 2000            123.0           55.80      5.88    2891968
1740         Libya 2000             24.2           74.80      3.05    5337264
1741    Madagascar 2000             69.7           59.10      5.55   15744811
1742        Malawi 2000            103.5           45.40      6.25   11193230
1743          Mali 2000            116.0           53.50      6.84   11046926
1744    Mauritania 2000             76.2           63.80      5.38    2711421
1745     Mauritius 2000             16.4           71.40      1.99    1185143
1746       Morocco 2000             42.2           71.50      2.70   28950553
1747    Mozambique 2000            115.0           52.30      5.78   18264536
1748       Namibia 2000             49.4           54.00      4.03    1897953
1749         Niger 2000            101.1           52.40      7.73   11224523
1750       Nigeria 2000            112.0           55.20      6.10  122876723
1751        Rwanda 2000            109.2           49.20      5.90    8021875
1752       Senegal 2000             68.5           59.70      5.56    9860578
1753    Seychelles 2000             12.3           70.90      2.15      81154
1754  Sierra Leone 2000            143.3           51.50      5.92    4060709
1755  South Africa 2000             54.0           56.40      2.87   44896856
1756         Sudan 2000             67.8           62.40      5.44   28079664
1757     Swaziland 2000             84.0           48.80      4.21    1063715
1758      Tanzania 2000             80.3           54.30      5.69   33991590
1759          Togo 2000             76.2           56.70      5.29    4874735
1760       Tunisia 2000             26.3           75.00      2.11    9699192
1761        Uganda 2000             90.0           49.10      6.87   23757636
1762        Zambia 2000             97.6           44.80      6.07   10585220
1763      Zimbabwe 2000             63.5           47.90      4.07   12499981
1764       Algeria 2001             33.3           73.50      2.44   31590320
1765         Benin 2001             87.4           57.40      5.90    7174911
1766      Botswana 2001             51.4           46.50      3.32    1762531
1767  Burkina Faso 2001             95.0           53.20      6.53   11943740
1768       Burundi 2001             91.0           48.40      7.00    6946720
1769    Cape Verde 2001             26.7           68.60      3.53     447357
1770       Comoros 2001             72.5           63.00      5.31     561525
1771 Cote d'Ivoire 2001             97.7           52.10      5.29   16865376
1772      Djibouti 2001             78.1           60.10      4.35     734088
1773         Egypt 2001             35.1           69.70      3.24   69599945
1774       Eritrea 2001             55.8           59.90      5.86    3655006
1775      Ethiopia 2001             86.2           52.70      6.38   68393128
1776        Gambia 2001             62.0           63.90      5.89    1267103
1777         Ghana 2001             63.0           59.90      4.62   19293804
1778        Guinea 2001             99.2           54.40      5.87    8955756
1779 Guinea-Bissau 2001            103.8           52.70      5.77    1343646
1780         Kenya 2001             64.5           55.60      5.00   31863280
1781       Lesotho 2001             85.2           48.90      3.98    1871489
1782       Liberia 2001            115.6           56.30      5.80    2998770
1783         Libya 2001             23.4           75.00      2.98    5428303
1784    Madagascar 2001             66.2           59.60      5.44   16235767
1785        Malawi 2001             96.5           45.90      6.19   11491824
1786          Mali 2001            112.6           54.10      6.82   11376094
1787    Mauritania 2001             76.0           64.20      5.32    2796502
1788     Mauritius 2001             15.1           71.60      1.97    1193950
1789       Morocco 2001             40.5           71.80      2.61   29250983
1790    Mozambique 2001            109.3           52.80      5.76   18792357
1791       Namibia 2001             49.2           53.40      3.94    1931005
1792         Niger 2001             97.7           52.90      7.70   11642308
1793       Nigeria 2001            109.0           55.40      6.08  126014935
1794        Rwanda 2001            102.3           51.00      5.79    8329113
1795       Senegal 2001             66.4           60.20      5.48   10118078
1796    Seychelles 2001             12.3           71.10      2.16      82519
1797  Sierra Leone 2001            140.5           51.80      5.85    4220198
1798  South Africa 2001             54.5           55.90      2.83   45579161
1799         Sudan 2001             66.2           62.80      5.37   28805142
1800     Swaziland 2001             85.4           46.60      4.12    1074765
1801      Tanzania 2001             75.9           54.80      5.68   34899062
1802          Togo 2001             74.4           56.70      5.22    5006223
1803       Tunisia 2001             24.7           75.30      2.07    9785665
1804        Uganda 2001             86.0           49.70      6.82   24534668
1805        Zambia 2001             92.7           44.90      6.04   10861238
1806      Zimbabwe 2001             63.2           47.00      4.04   12603988
1807       Algeria 2002             32.4           73.80      2.41   31990387
1808         Benin 2002             85.2           57.70      5.82    7414744
1809      Botswana 2002             50.3           45.60      3.23    1786672
1810  Burkina Faso 2002             93.4           53.80      6.47   12290984
1811       Burundi 2002             88.6           49.80      6.94    7159918
1812    Cape Verde 2002             24.9           68.70      3.36     455396
1813       Comoros 2002             72.5           63.80      5.30     575428
1814 Cote d'Ivoire 2002             95.7           52.30      5.21   17185421
1815      Djibouti 2002             76.4           60.20      4.25     745459
1816         Egypt 2002             33.4           69.80      3.18   70908710
1817       Eritrea 2002             53.4           60.00      5.77    3788532
1818      Ethiopia 2002             82.5           53.60      6.22   70391170
1819        Gambia 2002             60.6           63.80      5.87    1307674
1820         Ghana 2002             61.2           60.00      4.57   19788181
1821        Guinea 2002             95.4           54.70      5.79    9114287
1822 Guinea-Bissau 2002            100.5           52.70      5.69    1372367
1823         Kenya 2002             62.2           55.70      4.99   32691980
1824       Lesotho 2002             86.3           47.00      3.86    1885488
1825       Liberia 2002            108.2           55.40      5.72    3070673
1826         Libya 2002             22.7           75.00      2.93    5518341
1827    Madagascar 2002             62.9           59.80      5.34   16736029
1828        Malawi 2002             88.8           46.40      6.12   11788731
1829          Mali 2002            108.8           54.60      6.81   11723017
1830    Mauritania 2002             75.9           64.90      5.26    2884672
1831     Mauritius 2002             14.2           71.70      1.93    1201931
1832       Morocco 2002             38.9           72.00      2.54   29535591
1833    Mozambique 2002            104.0           52.70      5.74   19348715
1834       Namibia 2002             48.7           52.70      3.85    1957749
1835         Niger 2002             94.1           53.70      7.68   12075991
1836       Nigeria 2002            105.9           55.30      6.06  129246283
1837        Rwanda 2002             94.1           53.50      5.67    8539029
1838       Senegal 2002             63.9           60.40      5.41   10389457
1839    Seychelles 2002             12.3           71.30      2.18      84096
1840  Sierra Leone 2002            137.7           51.60      5.76    4422154
1841  South Africa 2002             54.7           54.80      2.80   46272223
1842         Sudan 2002             64.6           63.30      5.29   29569978
1843     Swaziland 2002             85.9           45.10      4.05    1082195
1844      Tanzania 2002             71.4           55.40      5.67   35855480
1845          Togo 2002             72.6           56.70      5.17    5142419
1846       Tunisia 2002             23.3           75.50      2.04    9864207
1847        Uganda 2002             81.6           50.30      6.77   25355794
1848        Zambia 2002             86.5           45.10      6.02   11139978
1849      Zimbabwe 2002             62.7           45.90      4.02   12691431
1850       Algeria 2003             31.3           73.90      2.41   32394886
1851         Benin 2003             83.0           57.90      5.73    7665681
1852      Botswana 2003             49.8           45.70      3.15    1810438
1853  Burkina Faso 2003             91.4           54.50      6.40   12651596
1854       Burundi 2003             85.8           51.30      6.87    7401215
1855    Cape Verde 2003             23.8           68.90      3.19     462675
1856       Comoros 2003             72.2           64.80      5.28     589500
1857 Cote d'Ivoire 2003             93.6           52.60      5.13   17491539
1858      Djibouti 2003             74.6           60.30      4.16     756656
1859         Egypt 2003             31.9           69.80      3.13   72247626
1860       Eritrea 2003             51.2           59.90      5.68    3928408
1861      Ethiopia 2003             78.4           54.30      6.05   72432290
1862        Gambia 2003             59.3           64.40      5.85    1350345
1863         Ghana 2003             59.6           60.20      4.51   20305396
1864        Guinea 2003             91.7           55.10      5.72    9281572
1865 Guinea-Bissau 2003             97.1           52.80      5.61    1401716
1866         Kenya 2003             59.7           55.80      4.98   33551079
1867       Lesotho 2003             87.3           45.40      3.75    1898778
1868       Liberia 2003            101.0           55.20      5.64    3124222
1869         Libya 2003             21.9           75.10      2.88    5609166
1870    Madagascar 2003             59.7           60.10      5.23   17245275
1871        Malawi 2003             81.6           47.00      6.06   12090476
1872          Mali 2003            104.7           55.50      6.80   12088867
1873    Mauritania 2003             75.7           65.50      5.21    2974686
1874     Mauritius 2003             13.8           71.90      1.88    1209182
1875       Morocco 2003             37.4           72.30      2.47   29812685
1876    Mozambique 2003             99.1           52.90      5.72   19928496
1877       Namibia 2003             48.1           52.40      3.76    1980531
1878         Niger 2003             90.2           54.40      7.66   12526725
1879       Nigeria 2003            102.9           55.60      6.04  132581484
1880        Rwanda 2003             86.0           55.50      5.57    8686469
1881       Senegal 2003             61.3           61.30      5.35   10673320
1882    Seychelles 2003             12.3           71.50      2.21      85765
1883  Sierra Leone 2003            134.6           51.70      5.66    4647701
1884  South Africa 2003             54.1           53.70      2.76   46971250
1885         Sudan 2003             63.0           63.50      5.21   30365586
1886     Swaziland 2003             85.9           44.00      3.98    1087949
1887      Tanzania 2003             67.0           55.90      5.66   36866228
1888          Togo 2003             70.8           56.40      5.11    5283246
1889       Tunisia 2003             22.0           75.70      2.03    9939478
1890        Uganda 2003             76.9           51.20      6.72   26217760
1891        Zambia 2003             80.0           45.30      6.00   11426006
1892      Zimbabwe 2003             61.9           45.30      4.00   12774162
1893       Algeria 2004             30.1           74.40      2.45   32817225
1894         Benin 2004             80.8           58.20      5.65    7922796
1895      Botswana 2004             49.1           46.90      3.08    1835750
1896  Burkina Faso 2004             88.9           55.10      6.34   13028039
1897       Burundi 2004             82.9           53.00      6.80    7661613
1898    Cape Verde 2004             23.3           69.10      3.04     468985
1899       Comoros 2004             71.6           65.50      5.25     603869
1900 Cote d'Ivoire 2004             91.4           52.80      5.06   17802516
1901      Djibouti 2004             72.9           60.40      4.07     767644
1902         Egypt 2004             30.5           69.90      3.09   73596068
1903       Eritrea 2004             49.2           60.00      5.58    4064958
1904      Ethiopia 2004             74.1           55.20      5.87   74506974
1905        Gambia 2004             58.0           64.70      5.83    1394727
1906         Ghana 2004             58.1           60.50      4.46   20840493
1907        Guinea 2004             88.2           55.60      5.65    9464771
1908 Guinea-Bissau 2004             93.7           52.80      5.54    1431816
1909         Kenya 2004             57.2           56.20      4.96   34437460
1910       Lesotho 2004             87.9           44.20      3.65    1912042
1911       Liberia 2004             94.0           57.90      5.55    3184643
1912         Libya 2004             20.9           75.20      2.84    5703224
1913    Madagascar 2004             56.5           60.60      5.13   17763367
1914        Malawi 2004             75.5           47.50      6.00   12407618
1915          Mali 2004            100.6           56.20      6.80   12474857
1916    Mauritania 2004             75.3           65.90      5.15    3064882
1917     Mauritius 2004             13.7           72.10      1.82    1215835
1918       Morocco 2004             35.9           72.50      2.42   30093109
1919    Mozambique 2004             94.6           53.00      5.70   20523159
1920       Namibia 2004             47.1           52.50      3.67    2002745
1921         Niger 2004             86.2           55.20      7.64   12996012
1922       Nigeria 2004             99.8           56.10      6.03  136033321
1923        Rwanda 2004             77.7           57.60      5.46    8828956
1924       Senegal 2004             58.8           61.70      5.29   10967016
1925    Seychelles 2004             12.3           71.70      2.24      87356
1926  Sierra Leone 2004            131.4           52.00      5.56    4870467
1927  South Africa 2004             52.8           52.80      2.72   47667150
1928         Sudan 2004             61.4           63.70      5.12   31176209
1929     Swaziland 2004             84.8           43.00      3.93    1094775
1930      Tanzania 2004             62.7           56.50      5.65   37935334
1931          Togo 2004             69.1           56.80      5.06    5428552
1932       Tunisia 2004             20.7           76.00      2.02   10017439
1933        Uganda 2004             72.2           52.00      6.65   27114742
1934        Zambia 2004             73.9           46.30      5.97   11725635
1935      Zimbabwe 2004             61.5           44.70      3.99   12867828
1936       Algeria 2005             28.8           74.80      2.51   33267887
1937         Benin 2005             78.8           58.60      5.55    8182362
1938      Botswana 2005             44.8           49.30      3.02    1864003
1939  Burkina Faso 2005             86.0           55.90      6.27   13421929
1940       Burundi 2005             79.7           54.70      6.73    7934213
1941    Cape Verde 2005             23.2           69.30      2.90     474224
1942       Comoros 2005             70.5           66.00      5.22     618632
1943 Cote d'Ivoire 2005             88.9           53.40      5.00   18132702
1944      Djibouti 2005             71.1           60.70      3.99     778406
1945         Egypt 2005             29.2           70.10      3.05   74942115
1946       Eritrea 2005             47.2           59.90      5.48    4191273
1947      Ethiopia 2005             69.6           56.10      5.69   76608431
1948        Gambia 2005             56.8           64.90      5.81    1440542
1949         Ghana 2005             56.8           60.80      4.39   21389514
1950        Guinea 2005             84.9           56.00      5.58    9669023
1951 Guinea-Bissau 2005             90.1           52.90      5.46    1462784
1952         Kenya 2005             54.3           57.20      4.92   35349040
1953       Lesotho 2005             88.1           43.10      3.56    1925844
1954       Liberia 2005             87.6           58.40      5.46    3269786
1955         Libya 2005             19.8           75.40      2.79    5801543
1956    Madagascar 2005             53.5           61.20      5.04   18290394
1957        Malawi 2005             70.7           48.50      5.95   12747846
1958          Mali 2005             96.7           56.90      6.80   12881384
1959    Mauritania 2005             74.7           66.30      5.10    3154087
1960     Mauritius 2005             13.8           72.40      1.75    1222006
1961       Morocco 2005             34.5           72.70      2.39   30385479
1962    Mozambique 2005             90.4           52.90      5.67   21126676
1963       Namibia 2005             45.3           53.10      3.59    2027026
1964         Niger 2005             82.3           55.90      7.62   13485436
1965       Nigeria 2005             96.6           56.80      6.02  139611303
1966        Rwanda 2005             70.2           59.60      5.37    9008230
1967       Senegal 2005             56.3           62.20      5.23   11268994
1968    Seychelles 2005             12.3           72.00      2.26      88747
1969  Sierra Leone 2005            128.1           52.30      5.45    5071271
1970  South Africa 2005             51.5           52.70      2.68   48352951
1971         Sudan 2005             59.9           64.60      5.04   31990003
1972     Swaziland 2005             83.0           42.50      3.87    1104642
1973      Tanzania 2005             58.7           57.10      5.64   39065600
1974          Togo 2005             67.4           56.80      5.01    5578219
1975       Tunisia 2005             19.6           76.20      2.03   10102477
1976        Uganda 2005             67.6           53.50      6.58   28042413
1977        Zambia 2005             68.7           47.10      5.95   12043591
1978      Zimbabwe 2005             61.0           45.10      3.97   12984418
1979       Algeria 2006             27.6           75.00      2.58   33749328
1980         Benin 2006             76.9           58.90      5.46    8443717
1981      Botswana 2006             43.8           51.20      2.96    1895671
1982  Burkina Faso 2006             82.7           56.60      6.19   13834195
1983       Burundi 2006             76.2           56.40      6.65    8218070
1984    Cape Verde 2006             23.4           69.60      2.77     478265
1985       Comoros 2006             69.2           66.30      5.17     633814
1986 Cote d'Ivoire 2006             86.7           54.10      4.96   18486392
1987      Djibouti 2006             69.4           60.70      3.91     788941
1988         Egypt 2006             28.1           70.10      3.02   76274285
1989       Eritrea 2006             45.4           60.00      5.37    4304440
1990      Ethiopia 2006             65.3           57.20      5.52   78735675
1991        Gambia 2006             55.6           65.20      5.80    1487731
1992         Ghana 2006             55.6           61.20      4.33   21951891
1993        Guinea 2006             81.9           56.40      5.50    9898301
1994 Guinea-Bissau 2006             86.7           53.00      5.39    1494603
1995         Kenya 2006             51.8           58.40      4.88   36286015
1996       Lesotho 2006             87.5           43.10      3.48    1940345
1997       Liberia 2006             81.9           58.80      5.37    3384804
1998         Libya 2006             18.6           75.50      2.74    5907149
1999    Madagascar 2006             50.6           61.70      4.95   18826129
2000        Malawi 2006             67.1           49.60      5.90   13112383
2001          Mali 2006             93.2           57.40      6.80   13309942
2002    Mauritania 2006             74.0           67.00      5.04    3241762
2003     Mauritius 2006             14.0           72.50      1.69    1227714
2004       Morocco 2006             33.2           72.90      2.38   30691434
2005    Mozambique 2006             86.6           53.00      5.63   21737860
2006       Namibia 2006             44.1           54.90      3.51    2053915
2007         Niger 2006             78.7           56.60      7.60   13995530
2008       Nigeria 2006             93.4           57.40      6.02  143318011
2009        Rwanda 2006             63.1           61.60      5.27    9231041
2010       Senegal 2006             54.0           62.50      5.18   11578430
2011    Seychelles 2006             12.2           72.30      2.28      89896
2012  Sierra Leone 2006            124.5           52.70      5.34    5243214
2013  South Africa 2006             50.0           52.50      2.63   49027805
2014         Sudan 2006             58.5           64.90      4.96   32809056
2015     Swaziland 2006             76.8           43.10      3.82    1118204
2016      Tanzania 2006             55.2           57.90      5.62   40260847
2017          Togo 2006             65.7           57.50      4.96    5732175
2018       Tunisia 2006             18.5           76.40      2.03   10196441
2019        Uganda 2006             63.4           54.90      6.51   29000925
2020        Zambia 2006             64.9           47.90      5.93   12381509
2021      Zimbabwe 2006             60.3           45.50      3.94   13127942
2022       Algeria 2007             26.4           75.30      2.66   34261971
2023         Benin 2007             75.2           59.20      5.37    8707637
2024      Botswana 2007             45.5           52.40      2.91    1930431
2025  Burkina Faso 2007             79.2           57.40      6.12   14264002
2026       Burundi 2007             72.7           57.90      6.57    8514578
2027    Cape Verde 2007             23.6           69.60      2.66     481278
2028       Comoros 2007             67.9           66.60      5.11     649404
2029 Cote d'Ivoire 2007             84.1           54.90      4.93   18862172
2030      Djibouti 2007             67.5           61.50      3.83     799309
2031         Egypt 2007             27.1           70.30      2.99   77605327
2032       Eritrea 2007             43.7           60.10      5.27    4406299
2033      Ethiopia 2007             61.0           58.60      5.35   80891968
2034        Gambia 2007             54.5           65.30      5.80    1536424
2035         Ghana 2007             54.4           61.60      4.26   22528041
2036        Guinea 2007             79.0           56.80      5.42   10152521
2037 Guinea-Bissau 2007             83.3           53.20      5.32    1527342
2038         Kenya 2007             49.5           59.80      4.82   37250540
2039       Lesotho 2007             84.3           43.30      3.41    1955656
2040       Liberia 2007             76.9           59.30      5.28    3522337
2041         Libya 2007             17.3           75.50      2.69    6017794
2042    Madagascar 2007             47.9           62.00      4.87   19371031
2043        Malawi 2007             64.5           51.00      5.84   13498377
2044          Mali 2007             90.1           58.00      6.81   13759226
2045    Mauritania 2007             73.1           67.50      4.99    3328285
2046     Mauritius 2007             14.1           72.70      1.63    1232997
2047       Morocco 2007             31.9           73.10      2.40   31011322
2048    Mozambique 2007             81.5           53.20      5.59   22359637
2049       Namibia 2007             42.7           57.50      3.44    2083174
2050         Niger 2007             75.2           57.30      7.59   14527631
2051       Nigeria 2007             90.3           58.30      6.02  147152502
2052        Rwanda 2007             56.8           63.10      5.17    9481083
2053       Senegal 2007             51.9           63.00      5.14   11897230
2054    Seychelles 2007             12.2           72.60      2.28      90841
2055  Sierra Leone 2007            120.5           53.00      5.23    5391108
2056  South Africa 2007             48.6           53.00      2.58   49693580
2057         Sudan 2007             57.1           65.30      4.87   33637960
2058     Swaziland 2007             74.7           44.30      3.76    1134853
2059      Tanzania 2007             51.5           59.10      5.59   41522004
2060          Togo 2007             64.1           57.50      4.92    5890414
2061       Tunisia 2007             17.5           76.60      2.04   10298717
2062        Uganda 2007             59.2           55.30      6.43   29991958
2063        Zambia 2007             61.3           49.00      5.91   12738676
2064      Zimbabwe 2007             59.9           46.40      3.90   13297798
2065       Algeria 2008             25.3           75.50      2.73   34811059
2066         Benin 2008             73.7           59.70      5.27    8973525
2067      Botswana 2008             45.3           53.20      2.86    1967866
2068  Burkina Faso 2008             75.8           58.00      6.04   14709011
2069       Burundi 2008             69.3           59.10      6.48    8821795
2070    Cape Verde 2008             23.6           70.40      2.57     483824
2071       Comoros 2008             66.4           67.10      5.05     665414
2072 Cote d'Ivoire 2008             81.3           55.40      4.91   19261647
2073      Djibouti 2008             65.7           61.80      3.76     809639
2074         Egypt 2008             26.1           70.20      2.95   78976122
2075       Eritrea 2008             42.1           60.10      5.16    4500638
2076      Ethiopia 2008             57.1           60.00      5.19   83079608
2077        Gambia 2008             53.6           65.70      5.80    1586749
2078         Ghana 2008             53.1           62.00      4.19   23115919
2079        Guinea 2008             76.3           57.10      5.34   10427356
2080 Guinea-Bissau 2008             79.9           53.60      5.25    1561293
2081         Kenya 2008             46.2           60.80      4.76   38244442
2082       Lesotho 2008             84.5           44.50      3.34    1972194
2083       Liberia 2008             72.5           59.90      5.19    3672782
2084         Libya 2008             16.1           75.60      2.64    6123022
2085    Madagascar 2008             45.7           62.20      4.79   19926798
2086        Malawi 2008             61.7           52.40      5.78   13904671
2087          Mali 2008             87.5           58.50      6.82   14223403
2088    Mauritania 2008             72.1           67.90      4.94    3414552
2089     Mauritius 2008             13.9           72.90      1.58    1238013
2090       Morocco 2008             30.7           73.30      2.44   31350544
2091    Mozambique 2008             78.0           54.00      5.54   22994867
2092       Namibia 2008             41.3           59.10      3.36    2115703
2093         Niger 2008             71.9           58.00      7.59   15085130
2094       Nigeria 2008             87.3           59.20      6.02  151115683
2095        Rwanda 2008             51.5           64.10      5.06    9750314
2096       Senegal 2008             50.0           63.50      5.11   12229703
2097    Seychelles 2008             12.2           72.90      2.28      91634
2098  Sierra Leone 2008            116.2           53.60      5.13    5521838
2099  South Africa 2008             46.6           53.40      2.54   50348811
2100         Sudan 2008             55.8           65.50      4.79   34470138
2101     Swaziland 2008             73.2           45.10      3.70    1153750
2102      Tanzania 2008             48.3           60.40      5.54   42844744
2103          Togo 2008             62.5           57.50      4.88    6052937
2104       Tunisia 2008             16.6           76.80      2.04   10408091
2105        Uganda 2008             55.4           56.00      6.34   31014427
2106        Zambia 2008             58.7           51.10      5.88   13114579
2107      Zimbabwe 2008             58.9           47.30      3.85   13495462
2108       Algeria 2009             24.3           75.70      2.78   35401790
2109         Benin 2009             72.3           60.40      5.18    9240982
2110      Botswana 2009             42.3           54.30      2.81    2007212
2111  Burkina Faso 2009             72.5           58.50      5.95   15165856
2112       Burundi 2009             66.4           60.00      6.39    9137786
2113    Cape Verde 2009             23.6           70.70      2.49     486673
2114       Comoros 2009             64.6           66.70      4.99     681845
2115 Cote d'Ivoire 2009             79.0           56.00      4.91   19684909
2116      Djibouti 2009             63.9           62.10      3.68     820097
2117         Egypt 2009             25.1           70.10      2.92   80442443
2118       Eritrea 2009             40.7           60.10      5.06    4593549
2119      Ethiopia 2009             53.6           61.20      5.04   85302099
2120        Gambia 2009             52.6           66.00      5.80    1638899
2121         Ghana 2009             51.7           62.40      4.12   23713164
2122        Guinea 2009             73.7           57.50      5.26   10715770
2123 Guinea-Bissau 2009             76.6           53.90      5.18    1596832
2124         Kenya 2009             44.3           61.90      4.69   39269988
2125       Lesotho 2009             78.8           45.50      3.27    1990413
2126       Liberia 2009             68.6           60.30      5.11    3821498
2127         Libya 2009             15.1           75.70      2.58    6208680
2128    Madagascar 2009             43.8           62.30      4.72   20495706
2129        Malawi 2009             59.6           53.90      5.71   14329056
2130          Mali 2009             85.0           58.90      6.83   14694565
2131    Mauritania 2009             71.1           68.20      4.89    3501927
2132     Mauritius 2009             13.6           73.20      1.54    1242954
2133       Morocco 2009             29.6           73.50      2.51   31714958
2134    Mozambique 2009             74.3           54.40      5.48   23647815
2135       Namibia 2009             39.2           60.30      3.30    2152357
2136         Niger 2009             68.9           58.60      7.59   15672194
2137       Nigeria 2009             84.3           60.30      6.02  155207145
2138        Rwanda 2009             47.3           64.30      4.95   10024594
2139       Senegal 2009             48.3           63.90      5.08   12581624
2140    Seychelles 2009             12.2           73.00      2.27      92360
2141  Sierra Leone 2009            111.7           54.20      5.03    5647194
2142  South Africa 2009             41.1           53.90      2.50   50992034
2143         Sudan 2009             54.5           65.70      4.71   35297298
2144     Swaziland 2009             65.8           45.90      3.63    1173529
2145      Tanzania 2009             45.6           60.80      5.49   44222113
2146          Togo 2009             60.9           58.00      4.84    6219761
2147       Tunisia 2009             15.7           77.00      2.05   10522214
2148        Uganda 2009             52.3           57.00      6.25   32067125
2149        Zambia 2009             55.6           52.30      5.85   13507849
2150      Zimbabwe 2009             57.7           48.00      3.79   13720997
2151       Algeria 2010             23.5           76.00      2.82   36036159
2152         Benin 2010             71.0           60.80      5.10    9509798
2153      Botswana 2010             39.8           55.60      2.76    2047831
2154  Burkina Faso 2010             69.7           59.00      5.87   15632066
2155       Burundi 2010             63.8           60.40      6.30    9461117
2156    Cape Verde 2010             23.3           71.10      2.43     490379
2157       Comoros 2010             63.1           67.70      4.92     698695
2158 Cote d'Ivoire 2010             76.9           56.60      4.91   20131707
2159      Djibouti 2010             62.2           62.30      3.60     830802
2160         Egypt 2010             24.3           70.10      2.88   82040994
2161       Eritrea 2010             39.4           60.10      4.97    4689664
2162      Ethiopia 2010             50.8           62.10      4.90   87561814
2163        Gambia 2010             51.7           66.50      5.80    1693002
2164         Ghana 2010             50.2           62.90      4.05   24317734
2165        Guinea 2010             71.2           57.90      5.17   11012406
2166 Guinea-Bissau 2010             73.4           54.30      5.12    1634196
2167         Kenya 2010             42.4           62.90      4.62   40328313
2168       Lesotho 2010             75.2           46.40      3.21    2010586
2169       Liberia 2010             65.2           60.80      5.02    3957990
2170         Libya 2010             14.3           75.90      2.53    6265697
2171    Madagascar 2010             42.1           62.40      4.65   21079532
2172        Malawi 2010             57.5           55.40      5.64   14769824
2173          Mali 2010             82.9           59.20      6.84   15167286
2174    Mauritania 2010             70.1           68.60      4.84    3591400
2175     Mauritius 2010             13.3           73.40      1.52    1247951
2176       Morocco 2010             28.5           73.70      2.58   32107739
2177    Mozambique 2010             71.9           54.40      5.41   24321457
2178       Namibia 2010             37.5           61.40      3.23    2193643
2179         Niger 2010             66.1           59.20      7.58   16291990
2180       Nigeria 2010             81.5           61.20      6.02  159424742
2181        Rwanda 2010             43.8           65.10      4.84   10293669
2182       Senegal 2010             46.7           64.20      5.05   12956791
2183    Seychelles 2010             12.2           73.10      2.26      93081
2184  Sierra Leone 2010            107.0           55.00      4.94    5775902
2185  South Africa 2010             38.2           54.90      2.47   51621594
2186         Sudan 2010             53.3           66.10      4.64   36114885
2187     Swaziland 2010             59.1           46.40      3.56    1193148
2188      Tanzania 2010             42.4           61.40      5.43   45648525
2189          Togo 2010             59.3           58.70      4.79    6390851
2190       Tunisia 2010             14.9           77.10      2.04   10639194
2191        Uganda 2010             49.5           57.80      6.16   33149417
2192        Zambia 2010             52.9           53.10      5.81   13917439
2193      Zimbabwe 2010             55.8           49.10      3.72   13973897
2194       Algeria 2011             22.8           76.10      2.83   36717132
2195         Benin 2011             69.8           61.10      5.01    9779391
2196      Botswana 2011             39.9           56.50      2.71    2089706
2197  Burkina Faso 2011             67.3           59.50      5.78   16106851
2198       Burundi 2011             61.6           60.80      6.21    9790151
2199    Cape Verde 2011             22.9           71.40      2.38     495159
2200       Comoros 2011             61.3           67.20      4.85     715972
2201 Cote d'Ivoire 2011             75.0           57.00      4.91   20604172
2202      Djibouti 2011             60.5           62.50      3.53     841802
2203         Egypt 2011             23.4           70.40      2.85   83787634
2204       Eritrea 2011             38.2           60.20      4.88    4789568
2205      Ethiopia 2011             48.3           62.90      4.77   89858696
2206        Gambia 2011             50.9           67.10      5.79    1749099
2207         Ghana 2011             48.6           63.50      3.99   24928503
2208        Guinea 2011             68.9           58.20      5.09   11316351
2209 Guinea-Bissau 2011             70.3           54.50      5.05    1673509
2210         Kenya 2011             40.3           63.70      4.54   41419954
2211       Lesotho 2011             71.9           46.70      3.15    2032950
2212       Liberia 2011             62.1           61.50      4.95    4079574
2213         Libya 2011             13.9           60.50      2.47    6288652
2214    Madagascar 2011             40.6           62.60      4.59   21678867
2215        Malawi 2011             53.8           56.60      5.55   15226813
2216          Mali 2011             81.0           59.60      6.85   15639115
2217    Mauritania 2011             69.2           68.80      4.78    3683221
2218     Mauritius 2011             13.1           73.70      1.51    1253089
2219       Morocco 2011             27.4           73.90      2.65   32531964
2220    Mozambique 2011             68.1           54.50      5.34   25016921
2221       Namibia 2011             36.0           62.60      3.17    2240161
2222         Niger 2011             63.7           59.60      7.58   16946485
2223       Nigeria 2011             78.8           62.00      6.02  163770669
2224        Rwanda 2011             40.0           65.30      4.73   10556429
2225       Senegal 2011             45.3           64.40      5.02   13357003
2226    Seychelles 2011             12.2           73.40      2.23      93810
2227  Sierra Leone 2011            102.3           55.60      4.86    5908908
2228  South Africa 2011             37.1           56.60      2.44   52237272
2229         Sudan 2011             52.2           66.30      4.56   36918193
2230     Swaziland 2011             53.6           48.00      3.48    1212458
2231      Tanzania 2011             40.4           61.70      5.36   47122998
2232          Togo 2011             57.9           59.60      4.75    6566179
2233       Tunisia 2011             14.2           77.20      2.04   10758870
2234        Uganda 2011             46.3           58.60      6.06   34260342
2235        Zambia 2011             51.1           53.70      5.77   14343526
2236      Zimbabwe 2011             54.0           51.60      3.64   14255592
2237       Algeria 2012             22.4           76.20      2.82   37439427
2238         Benin 2012             68.5           61.40      4.93   10049792
2239      Botswana 2012             38.2           56.50      2.67    2132822
2240  Burkina Faso 2012             65.4           59.90      5.69   16590813
2241       Burundi 2012             59.5           61.10      6.12   10124572
2242    Cape Verde 2012             22.4           71.90      2.33     500870
2243       Comoros 2012             59.8           67.60      4.78     733661
2244 Cote d'Ivoire 2012             72.8           57.50      4.89   21102641
2245      Djibouti 2012             58.9           62.80      3.46     853069
2246         Egypt 2012             22.6           70.50      2.81   85660902
2247       Eritrea 2012             37.0           60.30      4.79    4892233
2248      Ethiopia 2012             46.2           63.60      4.64   92191211
2249        Gambia 2012             50.1           67.50      5.78    1807108
2250         Ghana 2012             47.0           64.10      3.92   25544565
2251        Guinea 2012             66.8           58.50      5.00   11628767
2252 Guinea-Bissau 2012             67.4           54.80      4.99    1714620
2253         Kenya 2012             39.2           64.30      4.46   42542978
2254       Lesotho 2012             72.3           46.10      3.09    2057331
2255       Liberia 2012             59.4           62.30      4.87    4190155
2256         Libya 2012             12.9           75.50      2.41    6283403
2257    Madagascar 2012             39.3           62.80      4.53   22293720
2258        Malawi 2012             50.2           58.00      5.47   15700436
2259          Mali 2012             79.2           59.80      6.85   16112333
2260    Mauritania 2012             68.1           69.10      4.73    3777067
2261     Mauritius 2012             12.8           74.10      1.50    1258335
2262       Morocco 2012             26.4           74.10      2.71   32984190
2263    Mozambique 2012             63.6           54.50      5.26   25732928
2264       Namibia 2012             35.5           63.60      3.11    2291645
2265         Niger 2012             61.6           60.00      7.57   17635782
2266       Nigeria 2012             76.2           62.60      6.00  168240403
2267        Rwanda 2012             37.1           65.50      4.62   10817350
2268       Senegal 2012             44.1           64.60      4.98   13780108
2269    Seychelles 2012             12.2           73.70      2.21      94524
2270  Sierra Leone 2012             97.9           56.40      4.78    6043157
2271  South Africa 2012             36.8           59.00      2.41   52837274
2272         Sudan 2012             51.1           66.70      4.49   37712420
2273     Swaziland 2012             51.5           49.10      3.41    1231694
2274      Tanzania 2012             38.8           61.90      5.29   48645709
2275          Togo 2012             56.5           60.30      4.70    6745581
2276       Tunisia 2012             13.6           77.40      2.02   10881450
2277        Uganda 2012             42.5           59.30      5.96   35400620
2278        Zambia 2012             49.0           54.70      5.73   14786581
2279      Zimbabwe 2012             49.4           54.20      3.56   14565482
2280       Algeria 2013             22.1           76.30      2.80   38186135
2281         Benin 2013             67.2           61.70      4.85   10322232
2282      Botswana 2013             36.4           56.90      2.62    2176510
2283  Burkina Faso 2013             63.7           60.30      5.61   17084554
2284       Burundi 2013             57.6           61.30      6.03   10465959
2285    Cape Verde 2013             21.9           72.30      2.29     507258
2286       Comoros 2013             58.2           67.80      4.71     751697
2287 Cote d'Ivoire 2013             70.6           58.10      4.87   21622490
2288      Djibouti 2013             57.4           63.10      3.39     864554
2289         Egypt 2013             21.8           71.00      2.77   87613909
2290       Eritrea 2013             36.0           60.40      4.70    4998824
2291      Ethiopia 2013             44.5           64.20      4.52   94558374
2292        Gambia 2013             49.4           67.80      5.75    1866878
2293         Ghana 2013             45.5           64.50      3.86   26164432
2294        Guinea 2013             64.7           58.80      4.92   11948726
2295 Guinea-Bissau 2013             64.8           55.10      4.93    1757138
2296         Kenya 2013             38.0           64.80      4.38   43692881
2297       Lesotho 2013             71.9           45.60      3.04    2083061
2298       Liberia 2013             56.9           62.90      4.79    4293692
2299         Libya 2013             12.4           75.80      2.36    6265987
2300    Madagascar 2013             38.1           63.00      4.47   22924557
2301        Malawi 2013             47.3           59.30      5.39   16190126
2302          Mali 2013             77.6           59.80      6.85   16592097
2303    Mauritania 2013             67.2           69.30      4.67    3872684
2304     Mauritius 2013             12.6           74.20      1.50    1263560
2305       Morocco 2013             25.5           74.30      2.74   33452686
2306    Mozambique 2013             60.9           54.80      5.19   26467180
2307       Namibia 2013             34.3           63.90      3.05    2346592
2308         Niger 2013             59.8           60.40      7.56   18358863
2309       Nigeria 2013             73.8           63.30      5.98  172816517
2310        Rwanda 2013             34.7           65.60      4.51   11078095
2311       Senegal 2013             43.1           64.80      4.93   14221041
2312    Seychelles 2013             12.1           73.80      2.18      95215
2313  Sierra Leone 2013             93.8           57.10      4.71    6178859
2314  South Africa 2013             35.3           60.70      2.39   53416609
2315         Sudan 2013             49.9           66.90      4.42   38515095
2316     Swaziland 2013             48.4           49.40      3.33    1250641
2317      Tanzania 2013             37.6           62.70      5.21   50213457
2318          Togo 2013             55.0           60.70      4.64    6928719
2319       Tunisia 2013             13.1           77.50      2.01   11005706
2320        Uganda 2013             41.6           60.10      5.87   36573387
2321        Zambia 2013             46.5           55.60      5.69   15246086
2322      Zimbabwe 2013             48.8           55.70      3.49   14898092
2323       Algeria 2014             22.0           76.30      2.76   38934334
2324         Benin 2014             65.7           62.00      4.77   10598482
2325      Botswana 2014             35.6           57.30      2.58    2219937
2326  Burkina Faso 2014             62.2           60.60      5.52   17589198
2327       Burundi 2014             55.8           61.40      5.94   10816860
2328    Cape Verde 2014             21.3           72.70      2.26     513906
2329       Comoros 2014             56.6           68.00      4.65     769991
2330 Cote d'Ivoire 2014             68.5           58.50      4.82   22157107
2331      Djibouti 2014             55.8           63.10      3.32     876174
2332         Egypt 2014             21.0           71.30      2.73   89579670
2333       Eritrea 2014             35.0           60.60      4.61    5110444
2334      Ethiopia 2014             42.9           64.70      4.40   96958732
2335        Gambia 2014             48.6           68.00      5.72    1928201
2336         Ghana 2014             44.2           64.80      3.80   26786598
2337        Guinea 2014             62.8           58.60      4.83   12275527
2338 Guinea-Bissau 2014             62.4           55.30      4.87    1800513
2339         Kenya 2014             36.6           65.00      4.31   44863583
2340       Lesotho 2014             70.5           45.40      2.99    2109197
2341       Liberia 2014             54.7           61.80      4.72    4396554
2342         Libya 2014             11.9           75.00      2.30    6258984
2343    Madagascar 2014             37.0           63.30      4.41   23571713
2344        Malawi 2014             45.1           60.10      5.31   16695253
2345          Mali 2014             75.9           60.00      6.83   17086022
2346    Mauritania 2014             66.1           69.60      4.61    3969625
2347     Mauritius 2014             12.2           74.30      1.50    1268567
2348       Morocco 2014             24.6           74.40      2.74   33921203
2349    Mozambique 2014             58.5           56.10      5.11   27216276
2350       Namibia 2014             33.4           64.10      3.00    2402858
2351         Niger 2014             58.4           60.70      7.54   19113728
2352       Nigeria 2014             71.5           63.70      5.94  177475986
2353        Rwanda 2014             32.7           65.70      4.40   11341544
2354       Senegal 2014             42.3           65.00      4.88   14672557
2355    Seychelles 2014             11.9           74.00      2.16      95868
2356  Sierra Leone 2014             90.2           55.20      4.63    6315627
2357  South Africa 2014             34.4           61.20      2.36   53969054
2358         Sudan 2014             48.8           67.20      4.35   39350274
2359     Swaziland 2014             45.8           49.80      3.27    1269112
2360      Tanzania 2014             36.2           63.30      5.14   51822621
2361          Togo 2014             53.6           61.10      4.58    7115163
2362       Tunisia 2014             12.6           77.60      1.99   11130154
2363        Uganda 2014             39.1           60.70      5.77   37782971
2364        Zambia 2014             44.7           56.30      5.64   15721343
2365      Zimbabwe 2014             47.6           57.00      3.41   15245855
2366       Algeria 2015             21.9           76.40      2.71   39666519
2367         Benin 2015             64.2           62.30      4.69   10879829
2368      Botswana 2015             34.8           58.70      2.54    2262485
2369  Burkina Faso 2015             60.9           60.90      5.43   18105570
2370       Burundi 2015             54.1           61.40      5.85   11178921
2371    Cape Verde 2015             20.7           72.90      2.22     520502
2372       Comoros 2015             55.1           68.10      4.58     788474
2373 Cote d'Ivoire 2015             66.6           59.10      4.76   22701556
2374      Djibouti 2015             54.2           63.80      3.26     887861
2375         Egypt 2015             20.3           71.50      2.70   91508084
2376       Eritrea 2015             34.1           60.70      4.52    5227791
2377      Ethiopia 2015             41.4           65.20      4.28   99390750
2378        Gambia 2015             47.9           68.10      5.67    1990924
2379         Ghana 2015             42.8           65.30      3.74   27409893
2380        Guinea 2015             61.0           59.10      4.75   12608590
2381 Guinea-Bissau 2015             60.3           55.60      4.80    1844325
2382         Kenya 2015             35.5           65.10      4.24   46050302
2383       Lesotho 2015             69.2           47.10      2.94    2135022
2384       Liberia 2015             52.8           63.20      4.64    4503438
2385         Libya 2015             11.4           74.10      2.26    6278438
2386    Madagascar 2015             35.9           63.50      4.35   24235390
2387        Malawi 2015             43.4           60.50      5.23   17215232
2388          Mali 2015             74.5           60.20      6.81   17599694
2389    Mauritania 2015             65.1           69.70      4.55    4067564
2390     Mauritius 2015             11.8           74.50      1.50    1273212
2391       Morocco 2015             23.7           74.60      2.71   34377511
2392    Mozambique 2015             56.7           57.10      5.04   27977863
2393       Namibia 2015             32.8           64.20      2.95    2458830
2394         Niger 2015             57.1           61.00      7.51   19899120
2395       Nigeria 2015             69.4           64.60      5.89  182201962
2396        Rwanda 2015             31.1           65.90      4.31   11609666
2397       Senegal 2015             41.7           65.30      4.81   15129273
2398    Seychelles 2015             11.7           74.10      2.13      96471
2399  Sierra Leone 2015             87.1           57.10      4.55    6453184
2400  South Africa 2015             33.6           61.30      2.34   54490406
2401         Sudan 2015             47.6           67.50      4.28   40234882
2402     Swaziland 2015             44.5           51.80      3.20    1286970
2403      Tanzania 2015             35.2           64.10      5.07   53470420
2404          Togo 2015             52.3           61.50      4.51    7304578
2405       Tunisia 2015             12.1           77.60      1.97   11253554
2406        Uganda 2015             37.7           61.30      5.67   39032383
2407        Zambia 2015             43.3           56.70      5.59   16211767
2408      Zimbabwe 2015             46.6           59.30      3.35   15602751
2409       Algeria 2016               NA           76.50        NA         NA
2410         Benin 2016               NA           62.60        NA         NA
2411      Botswana 2016               NA           60.13        NA         NA
2412  Burkina Faso 2016               NA           61.20        NA         NA
2413       Burundi 2016               NA           61.40        NA         NA
2414    Cape Verde 2016               NA           73.10        NA         NA
2415       Comoros 2016               NA           68.20        NA         NA
2416 Cote d'Ivoire 2016               NA           59.71        NA         NA
2417      Djibouti 2016               NA           64.51        NA         NA
2418         Egypt 2016               NA           71.70        NA         NA
2419       Eritrea 2016               NA           60.80        NA         NA
2420      Ethiopia 2016               NA           65.70        NA         NA
2421        Gambia 2016               NA           68.20        NA         NA
2422         Ghana 2016               NA           65.80        NA         NA
2423        Guinea 2016               NA           59.60        NA         NA
2424 Guinea-Bissau 2016               NA           55.90        NA         NA
2425         Kenya 2016               NA           65.20        NA         NA
2426       Lesotho 2016               NA           48.86        NA         NA
2427       Liberia 2016               NA           64.63        NA         NA
2428         Libya 2016               NA           73.21        NA         NA
2429    Madagascar 2016               NA           63.70        NA         NA
2430        Malawi 2016               NA           60.90        NA         NA
2431          Mali 2016               NA           60.40        NA         NA
2432    Mauritania 2016               NA           69.80        NA         NA
2433     Mauritius 2016               NA           74.70        NA         NA
2434       Morocco 2016               NA           74.80        NA         NA
2435    Mozambique 2016               NA           58.12        NA         NA
2436       Namibia 2016               NA           64.30        NA         NA
2437         Niger 2016               NA           61.30        NA         NA
2438       Nigeria 2016               NA           65.51        NA         NA
2439        Rwanda 2016               NA           66.10        NA         NA
2440       Senegal 2016               NA           65.60        NA         NA
2441    Seychelles 2016               NA           74.20        NA         NA
2442  Sierra Leone 2016               NA           59.07        NA         NA
2443  South Africa 2016               NA           61.40        NA         NA
2444         Sudan 2016               NA           67.80        NA         NA
2445     Swaziland 2016               NA           53.88        NA         NA
2446      Tanzania 2016               NA           64.91        NA         NA
2447          Togo 2016               NA           61.90        NA         NA
2448       Tunisia 2016               NA           77.60        NA         NA
2449        Uganda 2016               NA           61.91        NA         NA
2450        Zambia 2016               NA           57.10        NA         NA
2451      Zimbabwe 2016               NA           61.69        NA         NA
              gdp continent          region
1     13828152297    Africa Northern Africa
2       621797131    Africa  Western Africa
3       124460933    Africa Southern Africa
4       596612183    Africa  Western Africa
5       341126765    Africa  Eastern Africa
6              NA    Africa  Western Africa
7              NA    Africa  Eastern Africa
8      2003623491    Africa  Western Africa
9              NA    Africa  Eastern Africa
10    12008501551    Africa Northern Africa
11             NA    Africa  Eastern Africa
12             NA    Africa  Eastern Africa
13             NA    Africa  Western Africa
14     1902005320    Africa  Western Africa
15             NA    Africa  Western Africa
16             NA    Africa  Western Africa
17     2116484537    Africa  Eastern Africa
18      112602724    Africa Southern Africa
19      678395865    Africa  Western Africa
20             NA    Africa Northern Africa
21     2087989940    Africa  Eastern Africa
22      347712093    Africa  Eastern Africa
23             NA    Africa  Western Africa
24      319353267    Africa  Western Africa
25             NA    Africa  Eastern Africa
26     7532416437    Africa Northern Africa
27             NA    Africa  Eastern Africa
28             NA    Africa Southern Africa
29     1020197091    Africa  Western Africa
30    12836410903    Africa  Western Africa
31      623378345    Africa  Eastern Africa
32     1870217818    Africa  Western Africa
33       48981400    Africa  Eastern Africa
34      488526149    Africa  Western Africa
35    38336071006    Africa Southern Africa
36     3292300613    Africa Northern Africa
37             NA    Africa Southern Africa
38             NA    Africa  Eastern Africa
39      278575742    Africa  Western Africa
40             NA    Africa Northern Africa
41             NA    Africa  Eastern Africa
42     1666817402    Africa  Eastern Africa
43     1459732283    Africa  Eastern Africa
44    11946771141    Africa Northern Africa
45      641329523    Africa  Western Africa
46      132351054    Africa Southern Africa
47      620738750    Africa  Western Africa
48      294235019    Africa  Eastern Africa
49             NA    Africa  Western Africa
50             NA    Africa  Eastern Africa
51     2202622974    Africa  Western Africa
52             NA    Africa  Eastern Africa
53    12536920098    Africa Northern Africa
54             NA    Africa  Eastern Africa
55             NA    Africa  Eastern Africa
56             NA    Africa  Western Africa
57     1965121691    Africa  Western Africa
58             NA    Africa  Western Africa
59             NA    Africa  Western Africa
60     1949773813    Africa  Eastern Africa
61      114702544    Africa Southern Africa
62      694948647    Africa  Western Africa
63             NA    Africa Northern Africa
64     2130711083    Africa  Eastern Africa
65      374275949    Africa  Eastern Africa
66             NA    Africa  Western Africa
67      368948552    Africa  Western Africa
68             NA    Africa  Eastern Africa
69     7349737688    Africa Northern Africa
70             NA    Africa  Eastern Africa
71             NA    Africa Southern Africa
72     1066579260    Africa  Western Africa
73    12861030560    Africa  Western Africa
74      597789678    Africa  Eastern Africa
75     1931233186    Africa  Western Africa
76       46589993    Africa  Eastern Africa
77      497363800    Africa  Western Africa
78    39810250010    Africa Southern Africa
79     3322278876    Africa Northern Africa
80             NA    Africa Southern Africa
81             NA    Africa  Eastern Africa
82      312474882    Africa  Western Africa
83     2957595859    Africa Northern Africa
84             NA    Africa  Eastern Africa
85     1680283120    Africa  Eastern Africa
86     1551931300    Africa  Eastern Africa
87     9595044251    Africa Northern Africa
88      619354945    Africa  Western Africa
89      141174461    Africa Southern Africa
90      658782579    Africa  Western Africa
91      320902004    Africa  Eastern Africa
92             NA    Africa  Western Africa
93             NA    Africa  Eastern Africa
94     2229649037    Africa  Western Africa
95             NA    Africa  Eastern Africa
96    13396534340    Africa Northern Africa
97             NA    Africa  Eastern Africa
98             NA    Africa  Eastern Africa
99             NA    Africa  Western Africa
100    2045871634    Africa  Western Africa
101            NA    Africa  Western Africa
102            NA    Africa  Western Africa
103    2134170916    Africa  Eastern Africa
104     132288516    Africa Southern Africa
105     704292927    Africa  Western Africa
106            NA    Africa Northern Africa
107    2179101018    Africa  Eastern Africa
108     376777478    Africa  Eastern Africa
109            NA    Africa  Western Africa
110     371629363    Africa  Western Africa
111            NA    Africa  Eastern Africa
112    8269776687    Africa Northern Africa
113            NA    Africa  Eastern Africa
114            NA    Africa Southern Africa
115    1176209886    Africa  Western Africa
116   13388717691    Africa  Western Africa
117     665541954    Africa  Eastern Africa
118    1928602164    Africa  Western Africa
119      50507549    Africa  Eastern Africa
120     519948927    Africa  Western Africa
121   42269436973    Africa Southern Africa
122    3552042477    Africa Northern Africa
123            NA    Africa Southern Africa
124            NA    Africa  Eastern Africa
125     324266599    Africa  Western Africa
126    3099883114    Africa Northern Africa
127            NA    Africa  Eastern Africa
128    1638429961    Africa  Eastern Africa
129    1574193282    Africa  Eastern Africa
130   12887461719    Africa Northern Africa
131     648650607    Africa  Western Africa
132     149533468    Africa Southern Africa
133     650429108    Africa  Western Africa
134     334172609    Africa  Eastern Africa
135            NA    Africa  Western Africa
136            NA    Africa  Eastern Africa
137    2552733117    Africa  Western Africa
138            NA    Africa  Eastern Africa
139   14609661874    Africa Northern Africa
140            NA    Africa  Eastern Africa
141            NA    Africa  Eastern Africa
142            NA    Africa  Western Africa
143    2136012214    Africa  Western Africa
144            NA    Africa  Western Africa
145            NA    Africa  Western Africa
146    2321515701    Africa  Eastern Africa
147     146331045    Africa Southern Africa
148     720311768    Africa  Western Africa
149            NA    Africa Northern Africa
150    2158848417    Africa  Eastern Africa
151     371536208    Africa  Eastern Africa
152            NA    Africa  Western Africa
153     364257100    Africa  Western Africa
154            NA    Africa  Eastern Africa
155    8671985899    Africa Northern Africa
156            NA    Africa  Eastern Africa
157            NA    Africa Southern Africa
158    1287105652    Africa  Western Africa
159   14537284760    Africa  Western Africa
160     600182776    Africa  Eastern Africa
161    1964560538    Africa  Western Africa
162      55626796    Africa  Eastern Africa
163     528786577    Africa  Western Africa
164   45386200940    Africa Southern Africa
165    3450916780    Africa Northern Africa
166            NA    Africa Southern Africa
167            NA    Africa  Eastern Africa
168     340478938    Africa  Western Africa
169    3472635640    Africa Northern Africa
170            NA    Africa  Eastern Africa
171    1692045830    Africa  Eastern Africa
172    1672491323    Africa  Eastern Africa
173   13640013825    Africa Northern Africa
174     691790796    Africa  Western Africa
175     159750039    Africa Southern Africa
176     665277229    Africa  Western Africa
177     355135383    Africa  Eastern Africa
178            NA    Africa  Western Africa
179            NA    Africa  Eastern Africa
180    3002348243    Africa  Western Africa
181            NA    Africa  Eastern Africa
182   15799225320    Africa Northern Africa
183            NA    Africa  Eastern Africa
184            NA    Africa  Eastern Africa
185            NA    Africa  Western Africa
186    2183203739    Africa  Western Africa
187            NA    Africa  Western Africa
188            NA    Africa  Western Africa
189    2436766588    Africa  Eastern Africa
190     158404992    Africa Southern Africa
191     757421958    Africa  Western Africa
192            NA    Africa Northern Africa
193    2244393192    Africa  Eastern Africa
194     381423170    Africa  Eastern Africa
195            NA    Africa  Western Africa
196     465123120    Africa  Western Africa
197            NA    Africa  Eastern Africa
198    8783539137    Africa Northern Africa
199            NA    Africa  Eastern Africa
200            NA    Africa Southern Africa
201    1288792274    Africa  Western Africa
202   15256951393    Africa  Western Africa
203     525370037    Africa  Eastern Africa
204    2040862637    Africa  Western Africa
205      58919480    Africa  Eastern Africa
206     564137223    Africa  Western Africa
207   48989793258    Africa Southern Africa
208    3412251040    Africa Northern Africa
209            NA    Africa Southern Africa
210            NA    Africa  Eastern Africa
211     389119797    Africa  Western Africa
212    3642979536    Africa Northern Africa
213            NA    Africa  Eastern Africa
214    1898713119    Africa  Eastern Africa
215    1653990695    Africa  Eastern Africa
216   14486635612    Africa Northern Africa
217     728413252    Africa  Western Africa
218     169037837    Africa Southern Africa
219     690321892    Africa  Western Africa
220     369224405    Africa  Eastern Africa
221            NA    Africa  Western Africa
222            NA    Africa  Eastern Africa
223    2908985592    Africa  Western Africa
224            NA    Africa  Eastern Africa
225   17256717130    Africa Northern Africa
226            NA    Africa  Eastern Africa
227            NA    Africa  Eastern Africa
228            NA    Africa  Western Africa
229    2213091747    Africa  Western Africa
230            NA    Africa  Western Africa
231            NA    Africa  Western Africa
232    2485723523    Africa  Eastern Africa
233     161817196    Africa Southern Africa
234     793731218    Africa  Western Africa
235            NA    Africa Northern Africa
236    2234242838    Africa  Eastern Africa
237     433359630    Africa  Eastern Africa
238            NA    Africa  Western Africa
239     540186226    Africa  Western Africa
240            NA    Africa  Eastern Africa
241    8951060778    Africa Northern Africa
242            NA    Africa  Eastern Africa
243            NA    Africa Southern Africa
244    1377973629    Africa  Western Africa
245   16002249934    Africa  Western Africa
246     562196004    Africa  Eastern Africa
247    2068050794    Africa  Western Africa
248     118082215    Africa  Eastern Africa
249     604643154    Africa  Western Africa
250   53347940265    Africa Southern Africa
251    3643501794    Africa Northern Africa
252            NA    Africa Southern Africa
253            NA    Africa  Eastern Africa
254     449276600    Africa  Western Africa
255    3737795915    Africa Northern Africa
256            NA    Africa  Eastern Africa
257    2214800544    Africa  Eastern Africa
258    1735211094    Africa  Eastern Africa
259   13790556982    Africa Northern Africa
260     754460310    Africa  Western Africa
261     179761624    Africa Southern Africa
262     694033153    Africa  Western Africa
263     386256701    Africa  Eastern Africa
264            NA    Africa  Western Africa
265            NA    Africa  Eastern Africa
266    3245769317    Africa  Western Africa
267            NA    Africa  Eastern Africa
268   17439059545    Africa Northern Africa
269            NA    Africa  Eastern Africa
270            NA    Africa  Eastern Africa
271     207683716    Africa  Western Africa
272    2118851899    Africa  Western Africa
273            NA    Africa  Western Africa
274            NA    Africa  Western Africa
275    2851834963    Africa  Eastern Africa
276     161160997    Africa Southern Africa
277     854869604    Africa  Western Africa
278            NA    Africa Northern Africa
279    2280369952    Africa  Eastern Africa
280     490775605    Africa  Eastern Africa
281            NA    Africa  Western Africa
282     541433851    Africa  Western Africa
283            NA    Africa  Eastern Africa
284    8817757771    Africa Northern Africa
285            NA    Africa  Eastern Africa
286            NA    Africa Southern Africa
287    1372702919    Africa  Western Africa
288   15322072031    Africa  Western Africa
289     601599820    Africa  Eastern Africa
290    2127543673    Africa  Western Africa
291     120565082    Africa  Eastern Africa
292     614922088    Africa  Western Africa
293   55715759234    Africa Southern Africa
294    3513241284    Africa Northern Africa
295            NA    Africa Southern Africa
296            NA    Africa  Eastern Africa
297     491547773    Africa  Western Africa
298    3866931819    Africa Northern Africa
299            NA    Africa  Eastern Africa
300    2091429299    Africa  Eastern Africa
301    1761640602    Africa  Eastern Africa
302   15094173154    Africa Northern Africa
303     762596400    Africa  Western Africa
304     190411715    Africa Southern Africa
305     755269884    Africa  Western Africa
306     439643242    Africa  Eastern Africa
307            NA    Africa  Western Africa
308            NA    Africa  Eastern Africa
309    3395014717    Africa  Western Africa
310            NA    Africa  Eastern Africa
311   17548216715    Africa Northern Africa
312            NA    Africa  Eastern Africa
313            NA    Africa  Eastern Africa
314     207683716    Africa  Western Africa
315    2184014293    Africa  Western Africa
316            NA    Africa  Western Africa
317            NA    Africa  Western Africa
318    2947691754    Africa  Eastern Africa
319     178746982    Africa Southern Africa
320     912537275    Africa  Western Africa
321            NA    Africa Northern Africa
322    2406441700    Africa  Eastern Africa
323     526511676    Africa  Eastern Africa
324     941397137    Africa  Western Africa
325     560747516    Africa  Western Africa
326            NA    Africa  Eastern Africa
327    9702076704    Africa Northern Africa
328            NA    Africa  Eastern Africa
329            NA    Africa Southern Africa
330    1374389541    Africa  Western Africa
331   12909821977    Africa  Western Africa
332     643206569    Africa  Eastern Africa
333    2101592047    Africa  Western Africa
334     121173628    Africa  Eastern Africa
335     615145191    Africa  Western Africa
336   59725342237    Africa Southern Africa
337    3563272665    Africa Northern Africa
338            NA    Africa Southern Africa
339            NA    Africa  Eastern Africa
340     518584727    Africa  Western Africa
341    3873194382    Africa Northern Africa
342            NA    Africa  Eastern Africa
343    2257064144    Africa  Eastern Africa
344    1909037242    Africa  Eastern Africa
345   16723776097    Africa Northern Africa
346     791897913    Africa  Western Africa
347     210532629    Africa Southern Africa
348     778462515    Africa  Western Africa
349     438333617    Africa  Eastern Africa
350            NA    Africa  Western Africa
351            NA    Africa  Eastern Africa
352    3821029605    Africa  Western Africa
353            NA    Africa  Eastern Africa
354   18025776785    Africa Northern Africa
355            NA    Africa  Eastern Africa
356            NA    Africa  Eastern Africa
357     227571803    Africa  Western Africa
358    2192070266    Africa  Western Africa
359            NA    Africa  Western Africa
360            NA    Africa  Western Africa
361    3182996848    Africa  Eastern Africa
362     178090770    Africa Southern Africa
363     956055027    Africa  Western Africa
364            NA    Africa Northern Africa
365    2570772457    Africa  Eastern Africa
366     516386440    Africa  Eastern Africa
367     976308004    Africa  Western Africa
368     617923814    Africa  Western Africa
369            NA    Africa  Eastern Africa
370   10661780838    Africa Northern Africa
371            NA    Africa  Eastern Africa
372            NA    Africa Southern Africa
373    1379660251    Africa  Western Africa
374   12748660891    Africa  Western Africa
375     688319669    Africa  Eastern Africa
376    2233798443    Africa  Western Africa
377     130326155    Africa  Eastern Africa
378     627570656    Africa  Western Africa
379   62205953376    Africa Southern Africa
380    3633227617    Africa Northern Africa
381            NA    Africa Southern Africa
382            NA    Africa  Eastern Africa
383     544636825    Africa  Western Africa
384    4276383395    Africa Northern Africa
385            NA    Africa  Eastern Africa
386    2285239764    Africa  Eastern Africa
387    1946647826    Africa  Eastern Africa
388   18134139015    Africa Northern Africa
389     814684760    Africa  Western Africa
390     242372325    Africa Southern Africa
391     794234796    Africa  Western Africa
392     431935957    Africa  Eastern Africa
393            NA    Africa  Western Africa
394            NA    Africa  Eastern Africa
395    4185525978    Africa  Western Africa
396            NA    Africa  Eastern Africa
397   19253791889    Africa Northern Africa
398            NA    Africa  Eastern Africa
399            NA    Africa  Eastern Africa
400     233114371    Africa  Western Africa
401    2323729823    Africa  Western Africa
402            NA    Africa  Western Africa
403            NA    Africa  Western Africa
404    3436338712    Africa  Eastern Africa
405     180846789    Africa Southern Africa
406    1025736764    Africa  Western Africa
407            NA    Africa Northern Africa
408    2666436611    Africa  Eastern Africa
409     546762148    Africa  Eastern Africa
410     978563270    Africa  Western Africa
411     625638792    Africa  Western Africa
412            NA    Africa  Eastern Africa
413   11553336581    Africa Northern Africa
414            NA    Africa  Eastern Africa
415            NA    Africa Southern Africa
416    1303972837    Africa  Western Africa
417   15833503316    Africa  Western Africa
418     764085563    Africa  Eastern Africa
419    2087392100    Africa  Western Africa
420     130326155    Africa  Eastern Africa
421     681073858    Africa  Western Africa
422   65139570532    Africa Southern Africa
423    3683705862    Africa Northern Africa
424            NA    Africa Southern Africa
425            NA    Africa  Eastern Africa
426     603625723    Africa  Western Africa
427    4479418249    Africa Northern Africa
428            NA    Africa  Eastern Africa
429    2275255181    Africa  Eastern Africa
430    2188581822    Africa  Eastern Africa
431   19741305571    Africa Northern Africa
432     831774871    Africa  Western Africa
433     283867117    Africa Southern Africa
434     795164207    Africa  Western Africa
435     524049198    Africa  Eastern Africa
436            NA    Africa  Western Africa
437            NA    Africa  Eastern Africa
438    4619775632    Africa  Western Africa
439            NA    Africa  Eastern Africa
440   20331718433    Africa Northern Africa
441            NA    Africa  Eastern Africa
442            NA    Africa  Eastern Africa
443     247459869    Africa  Western Africa
444    2549677064    Africa  Western Africa
445            NA    Africa  Western Africa
446     104038537    Africa  Western Africa
447    3276361787    Africa  Eastern Africa
448     184783955    Africa Southern Africa
449    1094083642    Africa  Western Africa
450            NA    Africa Northern Africa
451    2807129955    Africa  Eastern Africa
452     549382768    Africa  Eastern Africa
453    1038617256    Africa  Western Africa
454     700627427    Africa  Western Africa
455            NA    Africa  Eastern Africa
456   12097898528    Africa Northern Africa
457            NA    Africa  Eastern Africa
458            NA    Africa Southern Africa
459    1343819364    Africa  Western Africa
460   19793025795    Africa  Western Africa
461     809941587    Africa  Eastern Africa
462    2266115562    Africa  Western Africa
463     141888524    Africa  Eastern Africa
464     739785784    Africa  Western Africa
465   68558449204    Africa Southern Africa
466    3901968151    Africa Northern Africa
467     257078586    Africa Southern Africa
468            NA    Africa  Eastern Africa
469     618863063    Africa  Western Africa
470    4688590613    Africa Northern Africa
471            NA    Africa  Eastern Africa
472    2384401746    Africa  Eastern Africa
473    2682438620    Africa  Eastern Africa
474   17504276281    Africa Northern Africa
475     819324517    Africa  Western Africa
476     357164757    Africa Southern Africa
477     806402580    Africa  Western Africa
478     538443931    Africa  Eastern Africa
479            NA    Africa  Western Africa
480            NA    Africa  Eastern Africa
481    5056651074    Africa  Western Africa
482            NA    Africa  Eastern Africa
483   21031314991    Africa Northern Africa
484            NA    Africa  Eastern Africa
485            NA    Africa  Eastern Africa
486     247296850    Africa  Western Africa
487    2682671393    Africa  Western Africa
488            NA    Africa  Western Africa
489      99969624    Africa  Western Africa
490    4002858709    Africa  Eastern Africa
491     194233280    Africa Southern Africa
492    1147746603    Africa  Western Africa
493            NA    Africa Northern Africa
494    2917432338    Africa  Eastern Africa
495     638484762    Africa  Eastern Africa
496    1065299292    Africa  Western Africa
497     713539194    Africa  Western Africa
498            NA    Africa  Eastern Africa
499   12775005042    Africa Northern Africa
500            NA    Africa  Eastern Africa
501            NA    Africa Southern Africa
502    1420139175    Africa  Western Africa
503   22611064089    Africa  Western Africa
504     819714672    Africa  Eastern Africa
505    2262932815    Africa  Western Africa
506     164380375    Africa  Eastern Africa
507     765426141    Africa  Western Africa
508   71492066360    Africa Southern Africa
509    3989657649    Africa Northern Africa
510     292410532    Africa Southern Africa
511            NA    Africa  Eastern Africa
512     618863063    Africa  Western Africa
513    5183714988    Africa Northern Africa
514            NA    Africa  Eastern Africa
515    2382350217    Africa  Eastern Africa
516    2921647386    Africa  Eastern Africa
517   22304643652    Africa Northern Africa
518     871977322    Africa  Western Africa
519     451320315    Africa Southern Africa
520     825042565    Africa  Western Africa
521     503962171    Africa  Eastern Africa
522            NA    Africa  Western Africa
523            NA    Africa  Eastern Africa
524    5270882418    Africa  Western Africa
525            NA    Africa  Eastern Africa
526   21458018624    Africa Northern Africa
527            NA    Africa  Eastern Africa
528            NA    Africa  Eastern Africa
529     247894580    Africa  Western Africa
530    2615935781    Africa  Western Africa
531            NA    Africa  Western Africa
532     106342548    Africa  Western Africa
533    4686644220    Africa  Eastern Africa
534     193839555    Africa Southern Africa
535    1195269000    Africa  Western Africa
536            NA    Africa Northern Africa
537    2880304466    Africa  Eastern Africa
538     678270976    Africa  Eastern Africa
539    1127555558    Africa  Western Africa
540     708309610    Africa  Western Africa
541            NA    Africa  Eastern Africa
542   13086362238    Africa Northern Africa
543            NA    Africa  Eastern Africa
544            NA    Africa Southern Africa
545    1346770918    Africa  Western Africa
546   23371759533    Africa  Western Africa
547     821871081    Africa  Eastern Africa
548    2407380545    Africa  Western Africa
549     174749994    Africa  Eastern Africa
550     772316772    Africa  Western Africa
551   72675108212    Africa Southern Africa
552    3787342666    Africa Northern Africa
553     308271744    Africa Southern Africa
554            NA    Africa  Eastern Africa
555     666052347    Africa  Western Africa
556    6103446975    Africa Northern Africa
557            NA    Africa  Eastern Africa
558    2601737630    Africa  Eastern Africa
559    3165014037    Africa  Eastern Africa
560   23155159027    Africa Northern Africa
561     904294243    Africa  Western Africa
562     547465906    Africa Southern Africa
563     828749708    Africa  Western Africa
564     538680380    Africa  Eastern Africa
565            NA    Africa  Western Africa
566            NA    Africa  Eastern Africa
567    5583930537    Africa  Western Africa
568            NA    Africa  Eastern Africa
569   21609350618    Africa Northern Africa
570            NA    Africa  Eastern Africa
571            NA    Africa  Eastern Africa
572     270825642    Africa  Western Africa
573    2691394629    Africa  Western Africa
574            NA    Africa  Western Africa
575     107522836    Africa  Western Africa
576    4962995955    Africa  Eastern Africa
577     245022650    Africa Southern Africa
578    1168304020    Africa  Western Africa
579            NA    Africa Northern Africa
580    2804884317    Africa  Eastern Africa
581     693875696    Africa  Eastern Africa
582    1111148319    Africa  Western Africa
583     675835336    Africa  Western Africa
584            NA    Africa  Eastern Africa
585   13552146554    Africa Northern Africa
586            NA    Africa  Eastern Africa
587            NA    Africa Southern Africa
588    1117179020    Africa  Western Africa
589   24632142545    Africa  Western Africa
590     850127733    Africa  Eastern Africa
591    2272970708    Africa  Western Africa
592     190572184    Africa  Eastern Africa
593     789745014    Africa  Western Africa
594   75997832835    Africa Southern Africa
595    3811286056    Africa Northern Africa
596     336073764    Africa Southern Africa
597            NA    Africa  Eastern Africa
598     691611999    Africa  Western Africa
599    6063491111    Africa Northern Africa
600            NA    Africa  Eastern Africa
601    2576707654    Africa  Eastern Africa
602    3247453649    Africa  Eastern Africa
603   24890619160    Africa Northern Africa
604     934491451    Africa  Western Africa
605     595630843    Africa Southern Africa
606     897423443    Africa  Western Africa
607     534765038    Africa  Eastern Africa
608            NA    Africa  Western Africa
609            NA    Africa  Eastern Africa
610    5825568478    Africa  Western Africa
611            NA    Africa  Eastern Africa
612   22146450778    Africa Northern Africa
613            NA    Africa  Eastern Africa
614            NA    Africa  Eastern Africa
615     286746924    Africa  Western Africa
616    2875822907    Africa  Western Africa
617            NA    Africa  Western Africa
618     112425062    Africa  Western Africa
619    5164772379    Africa  Eastern Africa
620     271926362    Africa Southern Africa
621    1223835837    Africa  Western Africa
622            NA    Africa Northern Africa
623    2861174962    Africa  Eastern Africa
624     743667963    Africa  Eastern Africa
625    1094160793    Africa  Western Africa
626     758034559    Africa  Western Africa
627            NA    Africa  Eastern Africa
628   14310531435    Africa Northern Africa
629            NA    Africa  Eastern Africa
630            NA    Africa Southern Africa
631    1215214139    Africa  Western Africa
632   27381255809    Africa  Western Africa
633     862113034    Africa  Eastern Africa
634    2368453106    Africa  Western Africa
635     193055050    Africa  Eastern Africa
636     817384733    Africa  Western Africa
637   80642114220    Africa Southern Africa
638    4247498788    Africa Northern Africa
639     355376107    Africa Southern Africa
640            NA    Africa  Eastern Africa
641     725036563    Africa  Western Africa
642    6553104841    Africa Northern Africa
643            NA    Africa  Eastern Africa
644    2742342499    Africa  Eastern Africa
645    3462602452    Africa  Eastern Africa
646   26146435917    Africa Northern Africa
647     888744866    Africa  Western Africa
648     645939309    Africa Southern Africa
649     924331634    Africa  Western Africa
650     538497272    Africa  Eastern Africa
651            NA    Africa  Western Africa
652            NA    Africa  Eastern Africa
653    6306346025    Africa  Western Africa
654            NA    Africa  Eastern Africa
655   24126160272    Africa Northern Africa
656            NA    Africa  Eastern Africa
657            NA    Africa  Eastern Africa
658     322284703    Africa  Western Africa
659    2518311292    Africa  Western Africa
660            NA    Africa  Western Africa
661     121245465    Africa  Western Africa
662    5210336166    Africa  Eastern Africa
663     235179601    Africa Southern Africa
664    1181386013    Africa  Western Africa
665            NA    Africa Northern Africa
666    2897188333    Africa  Eastern Africa
667     788933722    Africa  Eastern Africa
668    1221357523    Africa  Western Africa
669     719114226    Africa  Western Africa
670            NA    Africa  Eastern Africa
671   15392153119    Africa Northern Africa
672            NA    Africa  Eastern Africa
673            NA    Africa Southern Africa
674    1181270857    Africa  Western Africa
675   25949832877    Africa  Western Africa
676     843889470    Africa  Eastern Africa
677    2546931741    Africa  Western Africa
678     199189191    Africa  Eastern Africa
679     831028654    Africa  Western Africa
680   82009298221    Africa Southern Africa
681    4914928084    Africa Northern Africa
682     404803396    Africa Southern Africa
683            NA    Africa  Eastern Africa
684     742731379    Africa  Western Africa
685    7022051567    Africa Northern Africa
686            NA    Africa  Eastern Africa
687    2680109734    Africa  Eastern Africa
688    3395731871    Africa  Eastern Africa
689   28339273834    Africa Northern Africa
690     896604537    Africa  Western Africa
691     714714904    Africa Southern Africa
692    1003222368    Africa  Western Africa
693     581268284    Africa  Eastern Africa
694            NA    Africa  Western Africa
695            NA    Africa  Eastern Africa
696    7120898741    Africa  Western Africa
697            NA    Africa  Eastern Africa
698   27655153482    Africa Northern Africa
699            NA    Africa  Eastern Africa
700            NA    Africa  Eastern Africa
701     345976576    Africa  Western Africa
702    2429410284    Africa  Western Africa
703            NA    Africa  Western Africa
704     127239180    Africa  Western Africa
705    5322564957    Africa  Eastern Africa
706     261164893    Africa Southern Africa
707    1244126257    Africa  Western Africa
708            NA    Africa Northern Africa
709    2808277725    Africa  Eastern Africa
710     828362509    Africa  Eastern Africa
711    1387748415    Africa  Western Africa
712     780570483    Africa  Western Africa
713    1475132140    Africa  Eastern Africa
714   17056472976    Africa Northern Africa
715            NA    Africa  Eastern Africa
716            NA    Africa Southern Africa
717    1189282276    Africa  Western Africa
718   28296308039    Africa  Western Africa
719    1008486542    Africa  Eastern Africa
720    2774130881    Africa  Western Africa
721     231612508    Africa  Eastern Africa
722     827295870    Africa  Western Africa
723   83854496458    Africa Southern Africa
724    5734011627    Africa Northern Africa
725     396223848    Africa Southern Africa
726            NA    Africa  Eastern Africa
727     727494077    Africa  Western Africa
728    7575168218    Africa Northern Africa
729            NA    Africa  Eastern Africa
730    2846838693    Africa  Eastern Africa
731    3411516510    Africa  Eastern Africa
732   29829518900    Africa Northern Africa
733     941288293    Africa  Western Africa
734     800566746    Africa Southern Africa
735    1006937838    Africa  Western Africa
736     647936577    Africa  Eastern Africa
737            NA    Africa  Western Africa
738            NA    Africa  Eastern Africa
739    7641753971    Africa  Western Africa
740            NA    Africa  Eastern Africa
741   31205234103    Africa Northern Africa
742            NA    Africa  Eastern Africa
743            NA    Africa  Eastern Africa
744     357876706    Africa  Western Africa
745    2484657691    Africa  Western Africa
746            NA    Africa  Western Africa
747     118116042    Africa  Western Africa
748    5825749488    Africa  Eastern Africa
749     318122434    Africa Southern Africa
750    1263882810    Africa  Western Africa
751            NA    Africa Northern Africa
752    2874665421    Africa  Eastern Africa
753     869101637    Africa  Eastern Africa
754    1475851665    Africa  Western Africa
755     765906734    Africa  Western Africa
756    1571718173    Africa  Eastern Africa
757   18089953268    Africa Northern Africa
758            NA    Africa  Eastern Africa
759            NA    Africa Southern Africa
760    1281625063    Africa  Western Africa
761   30000910982    Africa  Western Africa
762    1028596868    Africa  Eastern Africa
763    2699703576    Africa  Western Africa
764     217275170    Africa  Eastern Africa
765     827682017    Africa  Western Africa
766   83775592976    Africa Southern Africa
767    6090888087    Africa Northern Africa
768     400224082    Africa Southern Africa
769            NA    Africa  Eastern Africa
770     778121011    Africa  Western Africa
771    7833564438    Africa Northern Africa
772            NA    Africa  Eastern Africa
773    2716902250    Africa  Eastern Africa
774    3177462512    Africa  Eastern Africa
775   32578260067    Africa Northern Africa
776     953102195    Africa  Western Africa
777     915310388    Africa Southern Africa
778    1053335771    Africa  Western Africa
779     641842241    Africa  Eastern Africa
780            NA    Africa  Western Africa
781            NA    Africa  Eastern Africa
782    8475427578    Africa  Western Africa
783            NA    Africa  Eastern Africa
784   33008806121    Africa Northern Africa
785            NA    Africa  Eastern Africa
786            NA    Africa  Eastern Africa
787     380481791    Africa  Western Africa
788    2695255677    Africa  Western Africa
789            NA    Africa  Western Africa
790     133620005    Africa  Western Africa
791    6228454046    Africa  Eastern Africa
792     376392533    Africa Southern Africa
793    1324754198    Africa  Western Africa
794            NA    Africa Northern Africa
795    2798147405    Africa  Eastern Africa
796     953796183    Africa  Eastern Africa
797    1454252926    Africa  Western Africa
798     762041098    Africa  Western Africa
799    1631927648    Africa  Eastern Africa
800   18493841033    Africa Northern Africa
801            NA    Africa  Eastern Africa
802            NA    Africa Southern Africa
803    1454293440    Africa  Western Africa
804   28271610954    Africa  Western Africa
805    1122722130    Africa  Eastern Africa
806    2592959153    Africa  Western Africa
807     263232545    Africa  Eastern Africa
808     847598796    Africa  Western Africa
809   86301014760    Africa Southern Africa
810    5729638367    Africa Northern Africa
811     405535576    Africa Southern Africa
812            NA    Africa  Eastern Africa
813     864067858    Africa  Western Africa
814    8338083138    Africa Northern Africa
815            NA    Africa  Eastern Africa
816    2731947475    Africa  Eastern Africa
817    3091451041    Africa  Eastern Africa
818   35014405842    Africa Northern Africa
819    1015394547    Africa  Western Africa
820    1026507684    Africa Southern Africa
821    1091936540    Africa  Western Africa
822     652528626    Africa  Eastern Africa
823            NA    Africa  Western Africa
824            NA    Africa  Eastern Africa
825    8678363849    Africa  Western Africa
826            NA    Africa  Eastern Africa
827   35002160772    Africa Northern Africa
828            NA    Africa  Eastern Africa
829            NA    Africa  Eastern Africa
830     375428300    Africa  Western Africa
831    2627471578    Africa  Western Africa
832            NA    Africa  Western Africa
833     136284580    Africa  Western Africa
834    6702764900    Africa  Eastern Africa
835     387285025    Africa Southern Africa
836    1368005016    Africa  Western Africa
837            NA    Africa Northern Africa
838    3073895046    Africa  Eastern Africa
839     995726529    Africa  Eastern Africa
840    1605432366    Africa  Western Africa
841     798543169    Africa  Western Africa
842    1689314804    Africa  Eastern Africa
843   19380396415    Africa Northern Africa
844            NA    Africa  Eastern Africa
845            NA    Africa Southern Africa
846    1558231735    Africa  Western Africa
847   30182610970    Africa  Western Africa
848    1255988215    Africa  Eastern Africa
849    2774510001    Africa  Western Africa
850     304808390    Africa  Eastern Africa
851     885836229    Africa  Western Africa
852   89572293904    Africa Southern Africa
853    5442090769    Africa Northern Africa
854     418135336    Africa Southern Africa
855            NA    Africa  Eastern Africa
856     819415054    Africa  Western Africa
857    8885688503    Africa Northern Africa
858            NA    Africa  Eastern Africa
859    2649335273    Africa  Eastern Africa
860    3193377320    Africa  Eastern Africa
861   35291232178    Africa Northern Africa
862    1084256208    Africa  Western Africa
863    1149554148    Africa Southern Africa
864    1100637952    Africa  Western Africa
865     658995548    Africa  Eastern Africa
866     168002516    Africa  Western Africa
867     135611414    Africa  Eastern Africa
868    7727415010    Africa  Western Africa
869            NA    Africa  Eastern Africa
870   38506344422    Africa Northern Africa
871            NA    Africa  Eastern Africa
872            NA    Africa  Eastern Africa
873     398967950    Africa  Western Africa
874    2639865251    Africa  Western Africa
875            NA    Africa  Western Africa
876     114543576    Africa  Western Africa
877    7077581918    Africa  Eastern Africa
878     376654900    Africa Southern Africa
879    1311939203    Africa  Western Africa
880            NA    Africa Northern Africa
881    3098663596    Africa  Eastern Africa
882     999776611    Africa  Eastern Africa
883    1535983932    Africa  Western Africa
884     825463738    Africa  Western Africa
885    1519348473    Africa  Eastern Africa
886   20086262401    Africa Northern Africa
887    2462152427    Africa  Eastern Africa
888    2292422012    Africa Southern Africa
889    1523445073    Africa  Western Africa
890   31451738767    Africa  Western Africa
891    1368419410    Africa  Eastern Africa
892    2682655748    Africa  Western Africa
893     291858536    Africa  Eastern Africa
894     928741740    Africa  Western Africa
895   95502508098    Africa Southern Africa
896    5525045073    Africa Northern Africa
897     470189235    Africa Southern Africa
898            NA    Africa  Eastern Africa
899     938860827    Africa  Western Africa
900    9544894532    Africa Northern Africa
901            NA    Africa  Eastern Africa
902    2729759075    Africa  Eastern Africa
903    3653884133    Africa  Eastern Africa
904   36349967756    Africa Northern Africa
905    1192185577    Africa  Western Africa
906    1253759594    Africa Southern Africa
907    1147473436    Africa  Western Africa
908     739150992    Africa  Eastern Africa
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954    8013974686    Africa  Western Africa
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957            NA    Africa  Eastern Africa
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959     409069472    Africa  Western Africa
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1038    212948313    Africa  Western Africa
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1111   5714852211    Africa Northern Africa
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1202   2685799416    Africa  Eastern Africa
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1992   6771379934    Africa  Western Africa
1993   5061531939    Africa  Western Africa
1994    215273017    Africa  Western Africa
1995  16133989515    Africa  Eastern Africa
1996    897523945    Africa Southern Africa
1997    652639709    Africa  Western Africa
1998  43960015284    Africa Northern Africa
1999   4557258852    Africa  Eastern Africa
2000   2072290116    Africa  Eastern Africa
2001   3468639046    Africa  Western Africa
2002   1928387628    Africa  Western Africa
2003   5536815245    Africa  Eastern Africa
2004  50863330782    Africa Northern Africa
2005   6893450298    Africa  Eastern Africa
2006   5324020759    Africa Southern Africa
2007   2311973611    Africa  Western Africa
2008  65740242424    Africa  Western Africa
2009   2737350891    Africa  Eastern Africa
2010   6041595932    Africa  Western Africa
2011    653242423    Africa  Eastern Africa
2012   1293976843    Africa  Western Africa
2013 169353717106    Africa Southern Africa
2014  17854598587    Africa Northern Africa
2015   1747867421    Africa Southern Africa
2016  15282420026    Africa  Eastern Africa
2017   1423394866    Africa  Western Africa
2018  28117653870    Africa Northern Africa
2019   9488864309    Africa  Eastern Africa
2020   4348147615    Africa  Eastern Africa
2021   4400064590    Africa  Eastern Africa
2022  73085186314    Africa Northern Africa
2023   2969566512    Africa  Western Africa
2024   8019553719    Africa Southern Africa
2025   3961301219    Africa  Western Africa
2026   1027346066    Africa  Eastern Africa
2027    838471845    Africa  Western Africa
2028    235543869    Africa  Eastern Africa
2029  10667682580    Africa  Western Africa
2030    702855470    Africa  Eastern Africa
2031 135868769654    Africa Northern Africa
2032    805194805    Africa  Eastern Africa
2033  13802890302    Africa  Eastern Africa
2034   1011867197    Africa  Western Africa
2035   7208793173    Africa  Western Africa
2036   5150498469    Africa  Western Africa
2037    222166392    Africa  Western Africa
2038  17262285409    Africa  Eastern Africa
2039    940007925    Africa Southern Africa
2040    755026241    Africa  Western Africa
2041  46597616201    Africa Northern Africa
2042   4841663813    Africa  Eastern Africa
2043   2192482943    Africa  Eastern Africa
2044   3617790525    Africa  Western Africa
2045   1959519170    Africa  Western Africa
2046   5862115926    Africa  Eastern Africa
2047  52239577756    Africa Northern Africa
2048   7395431383    Africa  Eastern Africa
2049   5610147245    Africa Southern Africa
2050   2390580714    Africa  Western Africa
2051  69980375057    Africa  Western Africa
2052   2887905190    Africa  Eastern Africa
2053   6334999295    Africa  Western Africa
2054    715953696    Africa  Eastern Africa
2055   1377335079    Africa  Western Africa
2056 178749049657    Africa Southern Africa
2057  19669066108    Africa Northern Africa
2058   1809106613    Africa Southern Africa
2059  16374822018    Africa  Eastern Africa
2060   1455997069    Africa  Western Africa
2061  29877676522    Africa Northern Africa
2062  10287107994    Africa  Eastern Africa
2063   4617450196    Africa  Eastern Africa
2064   4239315809    Africa  Eastern Africa
2065  74839230786    Africa Northern Africa
2066   3121014404    Africa  Western Africa
2067   8255372642    Africa Southern Africa
2068   4191056891    Africa  Western Africa
2069   1079207715    Africa  Eastern Africa
2070    890437200    Africa  Western Africa
2071    237840251    Africa  Eastern Africa
2072  10916239584    Africa  Western Africa
2073    743620824    Africa  Eastern Africa
2074 145591924088    Africa Northern Africa
2075    726337662    Africa  Eastern Africa
2076  15292022591    Africa  Eastern Africa
2077   1075628982    Africa  Western Africa
2078   7816530776    Africa  Western Africa
2079   5404776604    Africa  Western Africa
2080    229323639    Africa  Western Africa
2081  17526052449    Africa  Eastern Africa
2082    990722466    Africa Southern Africa
2083    834546393    Africa  Western Africa
2084  48368325616    Africa Northern Africa
2085   5186794028    Africa  Eastern Africa
2086   2375260856    Africa  Eastern Africa
2087   3798680051    Africa  Western Africa
2088   2028435535    Africa  Western Africa
2089   6185513728    Africa  Eastern Africa
2090  55158232262    Africa Northern Africa
2091   7900511175    Africa  Eastern Africa
2092   5799458892    Africa Southern Africa
2093   2598561236    Africa  Western Africa
2094  74179197560    Africa  Western Africa
2095   3211350571    Africa  Eastern Africa
2096   6569659707    Africa  Western Africa
2097    708840351    Africa  Eastern Africa
2098   1453557725    Africa  Western Africa
2099 185217195736    Africa Southern Africa
2100  21013966787    Africa Northern Africa
2101   1851757910    Africa Southern Africa
2102  17592588002    Africa  Eastern Africa
2103   1490639147    Africa  Western Africa
2104  31228376126    Africa Northern Africa
2105  11182997488    Africa  Eastern Africa
2106   4879795903    Africa  Eastern Africa
2107   3490273376    Africa  Eastern Africa
2108  76635372324    Africa Northern Africa
2109   3239612952    Africa  Western Africa
2110   7857039300    Africa Southern Africa
2111   4315340132    Africa  Western Africa
2112   1116639230    Africa  Eastern Africa
2113    923495946    Africa  Western Africa
2114    242145966    Africa  Eastern Africa
2115  11331056688    Africa  Western Africa
2116    780798171    Africa  Eastern Africa
2117 152414550277    Africa Northern Africa
2118    754493506    Africa  Eastern Africa
2119  16638100822    Africa  Eastern Africa
2120   1147182107    Africa  Western Africa
2121   8128525458    Africa  Western Africa
2122   5389634968    Africa  Western Africa
2123    236193585    Africa  Western Africa
2124  17989578441    Africa  Eastern Africa
2125   1019081740    Africa Southern Africa
2126    943558441    Africa  Western Africa
2127  49384060454    Africa Northern Africa
2128   4949331455    Africa  Eastern Africa
2129   2589842236    Africa  Eastern Africa
2130   3969620653    Africa  Western Africa
2131   2003684749    Africa  Western Africa
2132   6373107274    Africa  Eastern Africa
2133  57782852366    Africa Northern Africa
2134   8401035415    Africa  Eastern Africa
2135   5774346122    Africa Southern Africa
2136   2575174185    Africa  Western Africa
2137  79371741390    Africa  Western Africa
2138   3343015945    Africa  Eastern Africa
2139   6707035904    Africa  Western Africa
2140    712543438    Africa  Eastern Africa
2141   1500071572    Africa  Western Africa
2142 182369831416    Africa Southern Africa
2143  21846767398    Africa Northern Africa
2144   1874121022    Africa Southern Africa
2145  18652005227    Africa  Eastern Africa
2146   1538732721    Africa  Western Africa
2147  32195585570    Africa Northern Africa
2148  11993479808    Africa  Eastern Africa
2149   5192250555    Africa  Eastern Africa
2150   3699144987    Africa  Eastern Africa
2151  79164339611    Africa Northern Africa
2152   3336801340    Africa  Western Africa
2153   8408166868    Africa Southern Africa
2154   4655655008    Africa  Western Africa
2155   1158914103    Africa  Eastern Africa
2156    971606715    Africa  Western Africa
2157    247231031    Africa  Eastern Africa
2158  11603002049    Africa  Western Africa
2159           NA    Africa  Eastern Africa
2160 160258746162    Africa Northern Africa
2161    771116883    Africa  Eastern Africa
2162  18291486355    Africa  Eastern Africa
2163   1217357172    Africa  Western Africa
2164   8779397392    Africa  Western Africa
2165   5493989673    Africa  Western Africa
2166    244395463    Africa  Western Africa
2167  18988282813    Africa  Eastern Africa
2168   1076239050    Africa Southern Africa
2169   1040653199    Africa  Western Africa
2170           NA    Africa Northern Africa
2171   5026822443    Africa  Eastern Africa
2172   2758392725    Africa  Eastern Africa
2173   4199858651    Africa  Western Africa
2174   2107593972    Africa  Western Africa
2175   6636426093    Africa  Eastern Africa
2176  59908047776    Africa Northern Africa
2177   8972305823    Africa  Eastern Africa
2178   6155469329    Africa Southern Africa
2179   2781188119    Africa  Western Africa
2180  85581744176    Africa  Western Africa
2181   3583713093    Africa  Eastern Africa
2182   6984284544    Africa  Western Africa
2183    760361490    Africa  Eastern Africa
2184   1574302614    Africa  Western Africa
2185 187639624489    Africa Southern Africa
2186  22819076998    Africa Northern Africa
2187   1911603442    Africa Southern Africa
2188  19965679449    Africa  Eastern Africa
2189   1595792895    Africa  Western Africa
2190  33161453137    Africa Northern Africa
2191  12701095116    Africa  Eastern Africa
2192   5587389858    Africa  Eastern Africa
2193   4032423429    Africa  Eastern Africa
2194  81143448101    Africa Northern Africa
2195   3440241815    Africa  Western Africa
2196   8833027411    Africa Southern Africa
2197   4849461450    Africa  Western Africa
2198   1207491444    Africa  Eastern Africa
2199   1020632797    Africa  Western Africa
2200    252737368    Africa  Eastern Africa
2201  11057660952    Africa  Western Africa
2202           NA    Africa  Eastern Africa
2203 163143403593    Africa Northern Africa
2204    838337662    Africa  Eastern Africa
2205  19626589434    Africa  Eastern Africa
2206   1277885816    Africa  Western Africa
2207  10042802345    Africa  Western Africa
2208   5691015850    Africa  Western Africa
2209    257348422    Africa  Western Africa
2210  19842755539    Africa  Eastern Africa
2211   1138569692    Africa Southern Africa
2212   1128929889    Africa  Western Africa
2213           NA    Africa Northern Africa
2214   5076555381    Africa  Eastern Africa
2215   2882733194    Africa  Eastern Africa
2216   4313254835    Africa  Western Africa
2217   2207705290    Africa  Western Africa
2218   6909269806    Africa  Eastern Africa
2219  62633129054    Africa Northern Africa
2220   9609339537    Africa  Eastern Africa
2221   6389324893    Africa Southern Africa
2222   2845155446    Africa  Western Africa
2223  91293024018    Africa  Western Africa
2224   3891912419    Africa  Eastern Africa
2225   7168101438    Africa  Western Africa
2226    798003690    Africa  Eastern Africa
2227   1668760770    Africa  Western Africa
2228 193499101150    Africa Southern Africa
2229  21700942225    Africa Northern Africa
2230   1936454287    Africa Southern Africa
2231  21228077944    Africa  Eastern Africa
2232   1658132200    Africa  Western Africa
2233  32564546981    Africa Northern Africa
2234  13552068489    Africa  Eastern Africa
2235   5917195991    Africa  Eastern Africa
2236   4407438807    Africa  Eastern Africa
2237           NA    Africa Northern Africa
2238           NA    Africa  Western Africa
2239           NA    Africa Southern Africa
2240           NA    Africa  Western Africa
2241           NA    Africa  Eastern Africa
2242           NA    Africa  Western Africa
2243           NA    Africa  Eastern Africa
2244           NA    Africa  Western Africa
2245           NA    Africa  Eastern Africa
2246           NA    Africa Northern Africa
2247           NA    Africa  Eastern Africa
2248           NA    Africa  Eastern Africa
2249           NA    Africa  Western Africa
2250           NA    Africa  Western Africa
2251           NA    Africa  Western Africa
2252           NA    Africa  Western Africa
2253           NA    Africa  Eastern Africa
2254           NA    Africa Southern Africa
2255           NA    Africa  Western Africa
2256           NA    Africa Northern Africa
2257           NA    Africa  Eastern Africa
2258           NA    Africa  Eastern Africa
2259           NA    Africa  Western Africa
2260           NA    Africa  Western Africa
2261           NA    Africa  Eastern Africa
2262           NA    Africa Northern Africa
2263           NA    Africa  Eastern Africa
2264           NA    Africa Southern Africa
2265           NA    Africa  Western Africa
2266           NA    Africa  Western Africa
2267           NA    Africa  Eastern Africa
2268           NA    Africa  Western Africa
2269           NA    Africa  Eastern Africa
2270           NA    Africa  Western Africa
2271           NA    Africa Southern Africa
2272           NA    Africa Northern Africa
2273           NA    Africa Southern Africa
2274           NA    Africa  Eastern Africa
2275           NA    Africa  Western Africa
2276           NA    Africa Northern Africa
2277           NA    Africa  Eastern Africa
2278           NA    Africa  Eastern Africa
2279           NA    Africa  Eastern Africa
2280           NA    Africa Northern Africa
2281           NA    Africa  Western Africa
2282           NA    Africa Southern Africa
2283           NA    Africa  Western Africa
2284           NA    Africa  Eastern Africa
2285           NA    Africa  Western Africa
2286           NA    Africa  Eastern Africa
2287           NA    Africa  Western Africa
2288           NA    Africa  Eastern Africa
2289           NA    Africa Northern Africa
2290           NA    Africa  Eastern Africa
2291           NA    Africa  Eastern Africa
2292           NA    Africa  Western Africa
2293           NA    Africa  Western Africa
2294           NA    Africa  Western Africa
2295           NA    Africa  Western Africa
2296           NA    Africa  Eastern Africa
2297           NA    Africa Southern Africa
2298           NA    Africa  Western Africa
2299           NA    Africa Northern Africa
2300           NA    Africa  Eastern Africa
2301           NA    Africa  Eastern Africa
2302           NA    Africa  Western Africa
2303           NA    Africa  Western Africa
2304           NA    Africa  Eastern Africa
2305           NA    Africa Northern Africa
2306           NA    Africa  Eastern Africa
2307           NA    Africa Southern Africa
2308           NA    Africa  Western Africa
2309           NA    Africa  Western Africa
2310           NA    Africa  Eastern Africa
2311           NA    Africa  Western Africa
2312           NA    Africa  Eastern Africa
2313           NA    Africa  Western Africa
2314           NA    Africa Southern Africa
2315           NA    Africa Northern Africa
2316           NA    Africa Southern Africa
2317           NA    Africa  Eastern Africa
2318           NA    Africa  Western Africa
2319           NA    Africa Northern Africa
2320           NA    Africa  Eastern Africa
2321           NA    Africa  Eastern Africa
2322           NA    Africa  Eastern Africa
2323           NA    Africa Northern Africa
2324           NA    Africa  Western Africa
2325           NA    Africa Southern Africa
2326           NA    Africa  Western Africa
2327           NA    Africa  Eastern Africa
2328           NA    Africa  Western Africa
2329           NA    Africa  Eastern Africa
2330           NA    Africa  Western Africa
2331           NA    Africa  Eastern Africa
2332           NA    Africa Northern Africa
2333           NA    Africa  Eastern Africa
2334           NA    Africa  Eastern Africa
2335           NA    Africa  Western Africa
2336           NA    Africa  Western Africa
2337           NA    Africa  Western Africa
2338           NA    Africa  Western Africa
2339           NA    Africa  Eastern Africa
2340           NA    Africa Southern Africa
2341           NA    Africa  Western Africa
2342           NA    Africa Northern Africa
2343           NA    Africa  Eastern Africa
2344           NA    Africa  Eastern Africa
2345           NA    Africa  Western Africa
2346           NA    Africa  Western Africa
2347           NA    Africa  Eastern Africa
2348           NA    Africa Northern Africa
2349           NA    Africa  Eastern Africa
2350           NA    Africa Southern Africa
2351           NA    Africa  Western Africa
2352           NA    Africa  Western Africa
2353           NA    Africa  Eastern Africa
2354           NA    Africa  Western Africa
2355           NA    Africa  Eastern Africa
2356           NA    Africa  Western Africa
2357           NA    Africa Southern Africa
2358           NA    Africa Northern Africa
2359           NA    Africa Southern Africa
2360           NA    Africa  Eastern Africa
2361           NA    Africa  Western Africa
2362           NA    Africa Northern Africa
2363           NA    Africa  Eastern Africa
2364           NA    Africa  Eastern Africa
2365           NA    Africa  Eastern Africa
2366           NA    Africa Northern Africa
2367           NA    Africa  Western Africa
2368           NA    Africa Southern Africa
2369           NA    Africa  Western Africa
2370           NA    Africa  Eastern Africa
2371           NA    Africa  Western Africa
2372           NA    Africa  Eastern Africa
2373           NA    Africa  Western Africa
2374           NA    Africa  Eastern Africa
2375           NA    Africa Northern Africa
2376           NA    Africa  Eastern Africa
2377           NA    Africa  Eastern Africa
2378           NA    Africa  Western Africa
2379           NA    Africa  Western Africa
2380           NA    Africa  Western Africa
2381           NA    Africa  Western Africa
2382           NA    Africa  Eastern Africa
2383           NA    Africa Southern Africa
2384           NA    Africa  Western Africa
2385           NA    Africa Northern Africa
2386           NA    Africa  Eastern Africa
2387           NA    Africa  Eastern Africa
2388           NA    Africa  Western Africa
2389           NA    Africa  Western Africa
2390           NA    Africa  Eastern Africa
2391           NA    Africa Northern Africa
2392           NA    Africa  Eastern Africa
2393           NA    Africa Southern Africa
2394           NA    Africa  Western Africa
2395           NA    Africa  Western Africa
2396           NA    Africa  Eastern Africa
2397           NA    Africa  Western Africa
2398           NA    Africa  Eastern Africa
2399           NA    Africa  Western Africa
2400           NA    Africa Southern Africa
2401           NA    Africa Northern Africa
2402           NA    Africa Southern Africa
2403           NA    Africa  Eastern Africa
2404           NA    Africa  Western Africa
2405           NA    Africa Northern Africa
2406           NA    Africa  Eastern Africa
2407           NA    Africa  Eastern Africa
2408           NA    Africa  Eastern Africa
2409           NA    Africa Northern Africa
2410           NA    Africa  Western Africa
2411           NA    Africa Southern Africa
2412           NA    Africa  Western Africa
2413           NA    Africa  Eastern Africa
2414           NA    Africa  Western Africa
2415           NA    Africa  Eastern Africa
2416           NA    Africa  Western Africa
2417           NA    Africa  Eastern Africa
2418           NA    Africa Northern Africa
2419           NA    Africa  Eastern Africa
2420           NA    Africa  Eastern Africa
2421           NA    Africa  Western Africa
2422           NA    Africa  Western Africa
2423           NA    Africa  Western Africa
2424           NA    Africa  Western Africa
2425           NA    Africa  Eastern Africa
2426           NA    Africa Southern Africa
2427           NA    Africa  Western Africa
2428           NA    Africa Northern Africa
2429           NA    Africa  Eastern Africa
2430           NA    Africa  Eastern Africa
2431           NA    Africa  Western Africa
2432           NA    Africa  Western Africa
2433           NA    Africa  Eastern Africa
2434           NA    Africa Northern Africa
2435           NA    Africa  Eastern Africa
2436           NA    Africa Southern Africa
2437           NA    Africa  Western Africa
2438           NA    Africa  Western Africa
2439           NA    Africa  Eastern Africa
2440           NA    Africa  Western Africa
2441           NA    Africa  Eastern Africa
2442           NA    Africa  Western Africa
2443           NA    Africa Southern Africa
2444           NA    Africa Northern Africa
2445           NA    Africa Southern Africa
2446           NA    Africa  Eastern Africa
2447           NA    Africa  Western Africa
2448           NA    Africa Northern Africa
2449           NA    Africa  Eastern Africa
2450           NA    Africa  Eastern Africa
2451           NA    Africa  Eastern Africa

ggplot(p1, aes(x = gdp, y = life_expectancy, color = region, size = population)) +
  geom_point(alpha = 0.6) +  
  scale_x_log10() +  
  labs(
    title = "Life Expectancy vs. GDP per Capita in Africa",
    x = "GDP per Capita (log scale)",
    y = "Life Expectancy (years)",
    color = "Region",
    size = "Population"
  ) +
  theme_minimal() +  
  theme(
    plot.title = element_text(size = 14, face = "bold"),  
    axis.title = element_text(size = 12), 
    legend.position = "right"  
  ) +
  scale_color_manual(
    values = c("Western Africa" = "orange", "Eastern Africa" = "blue", 
               "Northern Africa" = "green", "Southern Africa" = "purple")
  )

Warning: Removed 547 rows containing missing values or values outside the scale range
(`geom_point()`).

p2 <- gapminder %>%
  filter(region == "Eastern Africa")
p2

       country year infant_mortality life_expectancy fertility population
1      Burundi 1960            145.1           40.58      6.95    2786740
2      Comoros 1960            200.0           44.04      6.79     188732
3     Djibouti 1960               NA           45.77      6.46      83636
4      Eritrea 1960               NA           39.03      6.90    1407631
5     Ethiopia 1960            162.0           37.72      6.88   22151218
6        Kenya 1960            118.6           47.42      7.95    8105440
7   Madagascar 1960            112.0           41.96      7.30    5099371
8       Malawi 1960            218.2           38.51      6.91    3618604
9    Mauritius 1960             67.8           58.74      6.17     660023
10  Mozambique 1960            183.0           38.17      6.60    7493278
11      Rwanda 1960            127.9           43.07      8.19    2933424
12  Seychelles 1960             73.6           60.42      5.27      41538
13    Tanzania 1960            144.3           45.57      6.81   10074490
14      Uganda 1960            132.3           45.27      7.00    6788211
15      Zambia 1960            123.2           48.34      7.02    3049586
16    Zimbabwe 1960             92.6           53.11      7.16    3752390
17     Burundi 1961            144.8           40.85      7.00    2840375
18     Comoros 1961               NA           44.47      6.85     191828
19    Djibouti 1961               NA           46.28      6.49      88499
20     Eritrea 1961               NA           39.35      6.87    1441297
21    Ethiopia 1961               NA           38.35      6.88   22671131
22       Kenya 1961            114.0           48.13      8.00    8361442
23  Madagascar 1961               NA           42.54      7.30    5223621
24      Malawi 1961            216.4           38.76      6.95    3700032
25   Mauritius 1961             66.3           59.75      6.18     679045
26  Mozambique 1961               NA           38.79      6.60    7643290
27      Rwanda 1961            125.3           43.41      8.19    2996091
28  Seychelles 1961             72.3           61.03      5.40      42402
29    Tanzania 1961            143.0           45.91      6.81   10373380
30      Uganda 1961            129.6           45.91      7.02    7006629
31      Zambia 1961            120.9           48.89      7.07    3142848
32    Zimbabwe 1961             90.1           53.55      7.22    3876638
33     Burundi 1962            144.6           41.13      7.05    2894510
34     Comoros 1962               NA           44.89      6.90     194960
35    Djibouti 1962               NA           46.79      6.53      94200
36     Eritrea 1962               NA           39.69      6.84    1476321
37    Ethiopia 1962               NA           38.94      6.88   23221331
38       Kenya 1962            109.9           48.82      8.04    8628973
39  Madagascar 1962               NA           43.12      7.30    5352674
40      Malawi 1962            214.6           39.02      6.98    3784444
41   Mauritius 1962             63.6           60.64      6.12     698307
42  Mozambique 1962               NA           39.40      6.60    7799396
43      Rwanda 1962            123.4           43.74      8.20    3050596
44  Seychelles 1962             70.9           61.59      5.53      43409
45    Tanzania 1962            141.9           46.26      6.80   10683888
46      Uganda 1962            127.3           46.56      7.04    7240155
47      Zambia 1962            118.7           49.42      7.13    3240664
48    Zimbabwe 1962             87.6           53.99      7.27    4006262
49     Burundi 1963            144.3           41.41      7.09    2950903
50     Comoros 1963               NA           45.32      6.94     198205
51    Djibouti 1963               NA           47.30      6.56     100622
52     Eritrea 1963               NA           40.04      6.81    1512671
53    Ethiopia 1963               NA           39.49      6.87   23798378
54       Kenya 1963            106.5           49.48      8.08    8908425
55  Madagascar 1963               NA           43.70      7.30    5486593
56      Malawi 1963            212.9           39.25      7.02    3872124
57   Mauritius 1963             59.9           61.38      5.99     717413
58  Mozambique 1963               NA           39.98      6.60    7961458
59      Rwanda 1963            122.4           44.05      8.20    3102968
60  Seychelles 1963             69.5           62.08      5.65      44515
61    Tanzania 1963            140.5           46.62      6.80   11005882
62      Uganda 1963            125.0           47.22      7.06    7487411
63      Zambia 1963            116.7           49.94      7.18    3342894
64    Zimbabwe 1963             85.3           54.42      7.31    4140804
65     Burundi 1964            142.8           41.69      7.14    3011957
66     Comoros 1964               NA           45.75      6.98     201665
67    Djibouti 1964               NA           47.80      6.60     107584
68     Eritrea 1964               NA           40.41      6.78    1550297
69    Ethiopia 1964               NA           39.36      6.87   24396965
70       Kenya 1964            103.6           50.13      8.10    9200158
71  Madagascar 1964               NA           44.28      7.30    5625401
72      Malawi 1964            214.3           39.49      7.06    3963424
73   Mauritius 1964             58.1           61.97      5.79     735860
74  Mozambique 1964            180.5           40.54      6.60    8129268
75      Rwanda 1964            122.0           44.35      8.20    3161719
76  Seychelles 1964             67.8           62.47      5.76      45651
77    Tanzania 1964            139.0           46.99      6.80   11339076
78      Uganda 1964            122.9           47.86      7.08    7746181
79      Zambia 1964            115.1           50.44      7.24    3449266
80    Zimbabwe 1964             82.8           54.83      7.35    4279561
81     Burundi 1965            143.6           41.95      7.18    3079034
82     Comoros 1965               NA           46.18      7.00     205412
83    Djibouti 1965               NA           48.33      6.63     114963
84     Eritrea 1965               NA           40.81      6.75    1589187
85    Ethiopia 1965               NA           38.13      6.86   25013551
86       Kenya 1965            101.2           50.75      8.12    9504702
87  Madagascar 1965            111.0           44.85      7.30    5769219
88      Malawi 1965            213.3           39.75      7.10    4058680
89   Mauritius 1965             60.5           62.40      5.51     753285
90  Mozambique 1965            185.6           41.10      6.60    8302736
91      Rwanda 1965            122.2           44.62      8.20    3232937
92  Seychelles 1965             66.0           62.81      5.84      46770
93    Tanzania 1965            137.3           47.37      6.80   11683511
94      Uganda 1965            120.9           48.49      7.09    8014376
95      Zambia 1965            114.0           50.96      7.29    3559687
96    Zimbabwe 1965             80.5           55.25      7.37    4422132
97     Burundi 1966            144.5           42.18      7.22    3153879
98     Comoros 1966               NA           46.63      7.03     209536
99    Djibouti 1966               NA           48.90      6.67     122868
100    Eritrea 1966               NA           41.22      6.73    1629333
101   Ethiopia 1966            143.1           39.09      6.87   25641176
102      Kenya 1966             99.0           51.35      8.13    9822505
103 Madagascar 1966            108.1           45.43      7.30    5918060
104     Malawi 1966            212.3           40.03      7.14    4158132
105  Mauritius 1966             65.5           62.67      5.19     769556
106 Mozambique 1966            185.0           41.66      6.60    8482373
107     Rwanda 1966            123.0           44.85      8.20    3319077
108 Seychelles 1966             64.0           63.11      5.89      47851
109   Tanzania 1966            135.4           47.77      6.80   12038886
110     Uganda 1966            119.0           49.07      7.11    8292747
111     Zambia 1966            113.3           51.49      7.34    3674088
112   Zimbabwe 1966             78.3           55.65      7.39    4568320
113    Burundi 1967            145.3           42.37      7.25    3235125
114    Comoros 1967               NA           47.10      7.04     214038
115   Djibouti 1967               NA           49.53      6.70     131403
116    Eritrea 1967               NA           41.66      6.71    1670821
117   Ethiopia 1967            142.7           41.09      6.88   26280771
118      Kenya 1967             97.1           51.96      8.13   10154489
119 Madagascar 1967            105.4           46.01      7.31    6072270
120     Malawi 1967            211.5           40.36      7.18    4262013
121  Mauritius 1967             68.4           62.85      4.85     784777
122 Mozambique 1967            184.1           42.21      6.60    8668529
123     Rwanda 1967            124.0           45.07      8.20    3418313
124 Seychelles 1967             61.8           63.43      5.92      48911
125   Tanzania 1967            133.5           48.19      6.79   12406040
126     Uganda 1967            117.2           49.58      7.11    8580632
127     Zambia 1967            112.9           52.05      7.38    3792864
128   Zimbabwe 1967             76.3           56.04      7.40    4718612
129    Burundi 1968            145.9           42.52      7.27    3317315
130    Comoros 1968               NA           47.58      7.06     218794
131   Djibouti 1968               NA           50.23      6.74     140461
132    Eritrea 1968               NA           42.10      6.69    1713846
133   Ethiopia 1968            142.4           41.38      6.90   26945459
134      Kenya 1968             95.2           52.57      8.12   10502250
135 Madagascar 1968             91.5           46.60      7.32    6232704
136     Malawi 1968            210.8           40.73      7.22    4370664
137  Mauritius 1968             66.5           62.97      4.52     799139
138 Mozambique 1968            183.5           42.78      6.60    8860823
139     Rwanda 1968            125.5           45.27      8.21    3527260
140 Seychelles 1968             59.3           63.78      5.90      49985
141   Tanzania 1968            131.4           48.62      6.79   12787494
142     Uganda 1968            115.5           50.05      7.12    8872866
143     Zambia 1968            112.2           52.64      7.41    3916928
144   Zimbabwe 1968             74.7           56.43      7.41    4874113
145    Burundi 1969            146.2           42.65      7.29    3392949
146    Comoros 1969               NA           48.09      7.06     223629
147   Djibouti 1969               NA           50.99      6.77     149891
148    Eritrea 1969            128.7           42.56      6.67    1758668
149   Ethiopia 1969            142.5           41.65      6.94   27653622
150      Kenya 1969             93.3           53.19      8.10   10867717
151 Madagascar 1969             92.4           47.18      7.32    6400454
152     Malawi 1969            209.6           41.16      7.26    4484456
153  Mauritius 1969             62.8           63.05      4.21     812944
154 Mozambique 1969            182.6           43.37      6.60    9058691
155     Rwanda 1969            127.3           45.44      8.22    3640591
156 Seychelles 1969             56.8           64.18      5.85      51124
157   Tanzania 1969            129.5           49.07      6.78   13186560
158     Uganda 1969            114.2           50.43      7.12    9162773
159     Zambia 1969            111.1           53.25      7.43    4047479
160   Zimbabwe 1969             73.4           56.83      7.42    5036321
161    Burundi 1970            146.4           42.76      7.31    3457113
162    Comoros 1970            151.5           48.61      7.06     228443
163   Djibouti 1970               NA           51.75      6.80     159667
164    Eritrea 1970            127.3           43.02      6.65    1805480
165   Ethiopia 1970            142.5           41.90      6.98   28414999
166      Kenya 1970             91.3           53.83      8.08   11252466
167 Madagascar 1970             93.2           47.77      7.33    6576301
168     Malawi 1970            207.7           41.62      7.30    4603739
169  Mauritius 1970             60.3           63.14      3.95     826447
170 Mozambique 1970            181.9           43.97      6.59    9262078
171     Rwanda 1970            129.4           45.58      8.23    3754546
172 Seychelles 1970             54.1           64.62      5.76      52364
173   Tanzania 1970            127.6           49.53      6.77   13605504
174     Uganda 1970            113.5           50.74      7.12    9446024
175     Zambia 1970            109.3           53.88      7.44    4185378
176   Zimbabwe 1970             72.4           57.22      7.42    5206311
177    Burundi 1971            146.3           42.91      7.33    3507593
178    Comoros 1971            148.1           49.12      7.06     233125
179   Djibouti 1971               NA           52.51      6.83     169370
180    Eritrea 1971            126.2           43.47      6.64    1854395
181   Ethiopia 1971            142.5           42.14      7.02   29246170
182      Kenya 1971             89.3           54.45      8.05   11657479
183 Madagascar 1971             94.2           48.36      7.33    6760352
184     Malawi 1971            204.8           42.09      7.35    4728693
185  Mauritius 1971             59.4           63.27      3.74     839600
186 Mozambique 1971            181.2           44.58      6.59    9468836
187     Rwanda 1971            131.5           45.71      8.25    3868345
188 Seychelles 1971             51.4           65.11      5.63      53706
189   Tanzania 1971            125.8           50.03      6.77   14045757
190     Uganda 1971            113.2           50.99      7.11    9720365
191     Zambia 1971            106.7           54.51      7.44    4331002
192   Zimbabwe 1971             71.6           57.63      7.42    5385342
193    Burundi 1972            146.2           43.10      7.35    3547335
194    Comoros 1972            145.1           49.63      7.06     237797
195   Djibouti 1972               NA           53.20      6.84     179212
196    Eritrea 1972            124.8           43.92      6.63    1905406
197   Ethiopia 1972            142.5           41.98      7.06   30135007
198      Kenya 1972             87.3           55.08      8.01   12083165
199 Madagascar 1972             95.3           48.94      7.32    6952383
200     Malawi 1972            200.6           42.55      7.39    4859569
201  Mauritius 1972             58.7           63.45      3.58     852397
202 Mozambique 1972            180.5           45.21      6.58    9679753
203     Rwanda 1972            134.1           45.81      8.28    3983707
204 Seychelles 1972             48.6           65.59      5.47      55128
205   Tanzania 1972            124.0           50.55      6.76   14506496
206     Uganda 1972            113.7           51.17      7.11    9988321
207     Zambia 1972            103.7           55.13      7.45    4484141
208   Zimbabwe 1972             71.1           58.05      7.42    5573312
209    Burundi 1973            146.1           43.35      7.37    3582952
210    Comoros 1973            142.2           50.12      7.06     242875
211   Djibouti 1973               NA           53.83      6.83     190536
212    Eritrea 1973            123.9           44.35      6.62    1958444
213   Ethiopia 1973            142.4           39.85      7.09   31028728
214      Kenya 1973             85.2           55.69      7.96   12529810
215 Madagascar 1973             96.7           49.50      7.30    7152391
216     Malawi 1973            195.5           43.00      7.43    4996861
217  Mauritius 1973             57.4           63.68      3.44     865173
218 Mozambique 1973            179.8           45.85      6.57    9901052
219     Rwanda 1973            137.3           45.91      8.31    4102336
220 Seychelles 1973             45.8           66.06      5.28      56605
221   Tanzania 1973            122.1           51.09      6.76   14984973
222     Uganda 1973            114.7           51.33      7.10   10256342
223     Zambia 1973            100.7           55.71      7.45    4644329
224   Zimbabwe 1973             70.7           58.47      7.42    5768382
225    Burundi 1974            146.0           43.66      7.40    3623853
226    Comoros 1974            139.3           50.59      7.05     248921
227   Djibouti 1974               NA           54.38      6.82     205157
228    Eritrea 1974            126.3           44.75      6.62    2013382
229   Ethiopia 1974            142.4           37.71      7.12   31855294
230      Kenya 1974             83.0           56.29      7.91   12997447
231 Madagascar 1974             98.2           50.06      7.27    7360271
232     Malawi 1974            189.9           43.41      7.48    5141138
233  Mauritius 1974             54.5           63.99      3.34     878355
234 Mozambique 1974            179.0           46.46      6.56   10141147
235     Rwanda 1974            141.1           46.01      8.34    4226836
236 Seychelles 1974             42.8           66.49      5.07      58102
237   Tanzania 1974            120.2           51.65      6.76   15477155
238     Uganda 1974            116.3           51.45      7.10   10533627
239     Zambia 1974             98.1           56.24      7.44    4810810
240   Zimbabwe 1974             70.5           58.92      7.41    5967861
241    Burundi 1975            145.7           44.02      7.42    3676991
242    Comoros 1975            136.2           51.03      7.05     256309
243   Djibouti 1975               NA           54.85      6.78     224182
244    Eritrea 1975            123.9           45.14      6.61    2070145
245   Ethiopia 1975            142.7           38.78      7.14   32568539
246      Kenya 1975             80.7           56.89      7.84   13486241
247 Madagascar 1975             99.5           50.59      7.22    7575757
248     Malawi 1975            184.0           43.79      7.52    5292816
249  Mauritius 1975             49.6           64.37      3.26     892208
250 Mozambique 1975            178.0           47.06      6.55   10405000
251     Rwanda 1975            144.8           46.13      8.37    4359166
252 Seychelles 1975             39.7           66.90      4.85      59589
253   Tanzania 1975            118.2           52.19      6.75   15980265
254     Uganda 1975            118.4           51.55      7.10   10827071
255     Zambia 1975             96.3           56.70      7.44    4983017
256   Zimbabwe 1975             70.3           59.41      7.40    6170284
257    Burundi 1976            144.8           44.43      7.44    3744696
258    Comoros 1976            133.0           51.46      7.07     265234
259   Djibouti 1976            131.0           55.29      6.73     248619
260    Eritrea 1976            121.6           45.49      6.62    2128597
261   Ethiopia 1976            143.1           42.86      7.17   33144537
262      Kenya 1976             78.4           57.49      7.77   13995974
263 Madagascar 1976            100.8           51.12      7.13    7799642
264     Malawi 1976            177.5           44.16      7.56    5454839
265  Mauritius 1976             44.1           64.83      3.17     906926
266 Mozambique 1976            177.2           47.61      6.54   10693688
267     Rwanda 1976            147.5           46.31      8.40    4499720
268 Seychelles 1976             36.6           67.26      4.62      61058
269   Tanzania 1976            116.1           52.71      6.74   16493435
270     Uganda 1976            120.9           51.65      7.10   11139772
271     Zambia 1976             95.3           57.07      7.41    5160570
272   Zimbabwe 1976             70.1           59.94      7.37    6373956
273    Burundi 1977            143.0           44.84      7.45    3825484
274    Comoros 1977            129.6           51.89      7.08     275496
275   Djibouti 1977            127.6           55.71      6.67     277622
276    Eritrea 1977            119.5           45.80      6.62    2188806
277   Ethiopia 1977            143.4           42.41      7.20   33614153
278      Kenya 1977             76.0           58.10      7.70   14527187
279 Madagascar 1977            101.9           51.63      7.01    8031589
280     Malawi 1977            170.6           44.54      7.58    5627788
281  Mauritius 1977             39.5           65.34      3.07     922325
282 Mozambique 1977            176.4           48.10      6.53   11001909
283     Rwanda 1977            148.0           46.54      8.42    4648070
284 Seychelles 1977             33.5           67.59      4.41      62500
285   Tanzania 1977            114.0           53.19      6.73   17018013
286     Uganda 1977            123.3           51.75      7.10   11470741
287     Zambia 1977             95.1           57.36      7.38    5343550
288   Zimbabwe 1977             69.8           60.53      7.33    6580739
289    Burundi 1978            140.0           45.24      7.46    3917866
290    Comoros 1978            126.2           52.30      7.11     286583
291   Djibouti 1978            124.3           56.15      6.60     308213
292    Eritrea 1978            117.5           46.09      6.62    2251129
293   Ethiopia 1978            143.7           42.07      7.23   34053431
294      Kenya 1978             73.7           58.74      7.62   15081598
295 Madagascar 1978            103.0           52.12      6.86    8268902
296     Malawi 1978            163.8           44.92      7.61    5807170
297  Mauritius 1978             36.3           65.87      2.95     937820
298 Mozambique 1978            175.7           48.52      6.52   11320103
299     Rwanda 1978            144.9           46.81      8.44    4804375
300 Seychelles 1978             30.5           67.89      4.20      63880
301   Tanzania 1978            111.9           53.61      6.71   17556148
302     Uganda 1978            125.6           51.83      7.10   11817951
303     Zambia 1978             95.3           57.57      7.33    5532350
304   Zimbabwe 1978             69.2           61.17      7.27    6796946
305    Burundi 1979            136.0           45.60      7.46    4018927
306    Comoros 1979            122.5           52.72      7.13     297765
307   Djibouti 1979            121.1           56.61      6.52     336254
308    Eritrea 1979            115.8           46.38      6.63    2316054
309   Ethiopia 1979            143.5           42.74      7.27   34569428
310      Kenya 1979             71.5           59.36      7.54   15661414
311 Madagascar 1979            104.1           52.58      6.69    8507958
312     Malawi 1979            157.4           45.31      7.62    5986639
313  Mauritius 1979             34.0           66.41      2.82     952587
314 Mozambique 1979            175.1           48.88      6.51   11635174
315     Rwanda 1979            138.0           47.12      8.45    4968628
316 Seychelles 1979             27.8           68.16      4.02      65153
317   Tanzania 1979            110.2           53.98      6.69   18110990
318     Uganda 1979            127.2           51.93      7.10   12177677
319     Zambia 1979             95.6           57.66      7.26    5727577
320   Zimbabwe 1979             68.1           61.82      7.20    7031159
321    Burundi 1980            131.1           45.93      7.45    4126544
322    Comoros 1980            119.0           53.15      7.13     308518
323   Djibouti 1980            118.1           57.10      6.44     358960
324    Eritrea 1980            114.2           46.66      6.63    2383858
325   Ethiopia 1980            142.8           42.80      7.32   35239974
326      Kenya 1980             69.4           59.96      7.46   16267906
327 Madagascar 1980            105.4           53.01      6.51    8746516
328     Malawi 1980            151.8           45.72      7.62    6163225
329  Mauritius 1980             32.3           66.92      2.67     966036
330 Mozambique 1980            174.6           49.17      6.49   11936379
331     Rwanda 1980            129.1           47.46      8.45    5140786
332 Seychelles 1980             25.3           68.40      3.85      66292
333   Tanzania 1980            108.9           54.29      6.65   18684893
334     Uganda 1980            127.7           52.01      7.10   12547754
335     Zambia 1980             96.1           57.62      7.18    5929497
336   Zimbabwe 1980             66.4           62.48      7.10    7289083
337    Burundi 1981            125.8           46.22      7.45    4239673
338    Comoros 1981            115.4           53.59      7.10     318659
339   Djibouti 1981            115.2           57.59      6.37     374683
340    Eritrea 1981            112.7           46.97      6.63    2453689
341   Ethiopia 1981            141.4           42.87      7.36   36093319
342      Kenya 1981             67.5           60.52      7.37   16901181
343 Madagascar 1981            107.0           53.36      6.36    8983494
344     Malawi 1981            147.3           46.13      7.62    6327344
345  Mauritius 1981             30.5           67.34      2.53     978067
346 Mozambique 1981            174.1           49.40      6.47   12228508
347     Rwanda 1981            120.0           47.88      8.44    5313908
348 Seychelles 1981             23.2           68.63      3.70      67298
349   Tanzania 1981            108.1           54.56      6.62   19279543
350     Uganda 1981            127.1           52.09      7.10   12927007
351     Zambia 1981             97.0           57.45      7.10    6138069
352   Zimbabwe 1981             64.2           63.13      6.97    7571965
353    Burundi 1982            120.3           46.49      7.45    4359122
354    Comoros 1982            111.9           54.03      7.03     328355
355   Djibouti 1982            112.2           58.08      6.32     384743
356    Eritrea 1982            111.1           47.33      6.62    2525005
357   Ethiopia 1982            139.5           42.93      7.40   37109517
358      Kenya 1982             65.8           61.02      7.27   17559778
359 Madagascar 1982            108.5           53.64      6.24    9220693
360     Malawi 1982            144.4           46.53      7.61    6483571
361  Mauritius 1982             28.3           67.70      2.41     988890
362 Mozambique 1982            173.3           49.57      6.46   12511864
363     Rwanda 1982            111.8           48.32      8.42    5486431
364 Seychelles 1982             21.4           68.83      3.56      68176
365   Tanzania 1982            107.6           54.82      6.58   19894677
366     Uganda 1982            125.0           52.14      7.10   13318149
367     Zambia 1982             98.3           57.14      7.02    6352561
368   Zimbabwe 1982             61.6           63.73      6.81    7876414
369    Burundi 1983            115.0           46.75      7.47    4486613
370    Comoros 1983            108.4           54.48      6.92     337853
371   Djibouti 1983            109.4           58.55      6.27     392908
372    Eritrea 1983            109.5           47.74      6.61    2598626
373   Ethiopia 1983            137.1           42.50      7.42   38259376
374      Kenya 1983             64.4           61.42      7.17   18241331
375 Madagascar 1983            109.6           53.86      6.17    9462343
376     Malawi 1983            143.4           46.91      7.60    6659453
377  Mauritius 1983             25.7           67.96      2.33     998625
378 Mozambique 1983            172.3           49.72      6.44   12766859
379     Rwanda 1983            105.3           48.69      8.40    5669251
380 Seychelles 1983             19.8           69.02      3.43      68906
381   Tanzania 1983            107.4           55.05      6.54   20528465
382     Uganda 1983            122.1           52.17      7.10   13727427
383     Zambia 1983            100.2           56.71      6.94    6571673
384   Zimbabwe 1983             58.8           64.23      6.63    8197564
385    Burundi 1984            110.6           46.95      7.49    4624617
386    Comoros 1984            105.0           54.93      6.77     347548
387   Djibouti 1984            106.5           58.97      6.24     404589
388    Eritrea 1984            107.8           48.21      6.59    2675717
389   Ethiopia 1984            134.5           39.46      7.44   39493503
390      Kenya 1984             63.4           61.74      7.05   18942599
391 Madagascar 1984            110.0           54.03      6.14    9714342
392     Malawi 1984            144.6           47.26      7.58    6892527
393  Mauritius 1984             23.9           68.14      2.27    1007503
394 Mozambique 1984            170.9           49.87      6.42   12968335
395     Rwanda 1984            100.9           48.88      8.36    5877556
396 Seychelles 1984             18.6           69.17      3.31      69463
397   Tanzania 1984            107.0           55.26      6.50   21178079
398     Uganda 1984            119.3           52.16      7.10   14163214
399     Zambia 1984            102.7           56.17      6.87    6793708
400   Zimbabwe 1984             56.0           64.63      6.44    8528328
401    Burundi 1985            106.9           47.08      7.52    4774258
402    Comoros 1985            101.8           55.36      6.58     357729
403   Djibouti 1985            103.8           59.38      6.22     423470
404    Eritrea 1985            106.0           48.77      6.57    2756493
405   Ethiopia 1985            132.0           35.43      7.44   40775997
406      Kenya 1985             62.7           61.96      6.92   19660713
407 Madagascar 1985            109.6           54.19      6.15    9981113
408     Malawi 1985            146.9           47.60      7.55    7205635
409  Mauritius 1985             23.7           68.26      2.25    1015763
410 Mozambique 1985            169.2           50.02      6.40   13102982
411     Rwanda 1985             97.8           49.15      8.28    6117966
412 Seychelles 1985             17.5           69.30      3.19      69841
413   Tanzania 1985            106.4           55.44      6.47   21842087
414     Uganda 1985            117.2           52.09      7.10   14631089
415     Zambia 1985            105.6           55.54      6.80    7017292
416   Zimbabwe 1985             53.6           64.86      6.22    8862601
417    Burundi 1986            104.5           47.05      7.55    4936429
418    Comoros 1986             98.7           55.77      6.36     368443
419   Djibouti 1986            101.2           59.74      6.21     451068
420    Eritrea 1986            103.9           49.38      6.55    2843141
421   Ethiopia 1986            129.7           41.39      7.42   42097111
422      Kenya 1986             62.5           62.09      6.77   20393724
423 Madagascar 1986            108.3           54.38      6.18   10264368
424     Malawi 1986            149.0           47.90      7.49    7617137
425  Mauritius 1986             24.4           68.38      2.26    1023278
426 Mozambique 1986            167.5           50.21      6.37   13155271
427     Rwanda 1986             95.1           49.42      8.17    6410594
428 Seychelles 1986             16.7           69.36      3.08      70011
429   Tanzania 1986            105.4           55.54      6.42   22516809
430     Uganda 1986            115.7           51.94      7.10   15133740
431     Zambia 1986            108.3           54.85      6.74    7242496
432   Zimbabwe 1986             51.7           64.90      6.00    9198874
433    Burundi 1987            103.3           46.88      7.57    5108581
434    Comoros 1987             95.8           56.15      6.14     379589
435   Djibouti 1987             98.9           60.09      6.19     485565
436    Eritrea 1987            101.6           50.06      6.54    2933871
437   Ethiopia 1987            127.6           43.95      7.39   43470219
438      Kenya 1987             62.7           62.13      6.60   21140344
439 Madagascar 1987            106.4           54.63      6.23   10563491
440     Malawi 1987            149.6           48.17      7.40    8108484
441  Mauritius 1987             24.4           68.53      2.27    1030175
442 Mozambique 1987            165.7           50.45      6.35   13142516
443     Rwanda 1987             93.1           49.69      8.00    6742390
444 Seychelles 1987             15.9           69.37      2.99      70010
445   Tanzania 1987            104.2           55.58      6.38   23204186
446     Uganda 1987            114.7           51.72      7.10   15668278
447     Zambia 1987            110.6           54.09      6.67    7469270
448   Zimbabwe 1987             50.4           64.74      5.78    9535657
449    Burundi 1988            103.0           46.54      7.57    5284173
450    Comoros 1988             93.0           56.50      5.93     391133
451   Djibouti 1988             96.6           60.42      6.17     523266
452    Eritrea 1988             99.1           50.80      6.52    3020278
453   Ethiopia 1988            125.7           44.40      7.35   44908705
454      Kenya 1988             63.4           62.10      6.42   21899004
455 Madagascar 1988            103.9           54.98      6.26   10877757
456     Malawi 1988            148.6           48.42      7.29    8620942
457  Mauritius 1988             23.1           68.74      2.29    1037260
458 Mozambique 1988            163.8           50.74      6.31   13124285
459     Rwanda 1988             91.9           49.96      7.79    7048075
460 Seychelles 1988             15.3           69.31      2.90      69990
461   Tanzania 1988            102.8           55.51      6.33   23914852
462     Uganda 1988            114.0           51.42      7.10   16227778
463     Zambia 1988            112.2           53.33      6.61    7696070
464   Zimbabwe 1988             49.8           64.39      5.57    9866776
465    Burundi 1989            103.3           46.10      7.56    5454475
466    Comoros 1989             90.4           56.81      5.74     403003
467   Djibouti 1989             94.5           60.72      6.14     558810
468    Eritrea 1989             96.2           51.58      6.50    3091083
469   Ethiopia 1989            123.7           44.82      7.30   46433604
470      Kenya 1989             64.5           62.00      6.23   22668238
471 Madagascar 1989            101.0           55.43      6.27   11205548
472     Malawi 1989            146.2           48.64      7.15    9073088
473  Mauritius 1989             21.3           68.99      2.30    1045588
474 Mozambique 1989            161.8           51.08      6.28   13181941
475     Rwanda 1989             91.8           50.23      7.54    7239097
476 Seychelles 1989             14.7           69.22      2.82      70150
477   Tanzania 1989            101.5           55.39      6.27   24663284
478     Uganda 1989            113.0           51.08      7.10   16802258
479     Zambia 1989            113.1           52.59      6.54    7921028
480   Zimbabwe 1989             50.2           63.81      5.37   10184966
481    Burundi 1990            103.9           45.60      7.54    5613141
482    Comoros 1990             87.9           57.10      5.57     415144
483   Djibouti 1990             92.7           61.00      6.09     588356
484    Eritrea 1990             93.0           52.40      6.49    3139083
485   Ethiopia 1990            121.6           45.20      7.25   48057094
486      Kenya 1990             65.8           61.80      6.04   23446229
487 Madagascar 1990             98.1           56.00      6.26   11545782
488     Malawi 1990            142.5           48.80      7.00    9408998
489  Mauritius 1990             19.9           69.30      2.29    1055865
490 Mozambique 1990            159.7           51.50      6.24   13371971
491     Rwanda 1990             93.2           50.50      7.27    7259740
492 Seychelles 1990             14.2           69.10      2.74      70627
493   Tanzania 1990            100.4           55.20      6.21   25458208
494     Uganda 1990            111.4           50.70      7.09   17384369
495     Zambia 1990            113.3           51.90      6.47    8143142
496   Zimbabwe 1990             51.2           63.00      5.18   10484771
497    Burundi 1991            104.5           45.40      7.51    5759429
498    Comoros 1991             85.4           57.40      5.45     427556
499   Djibouti 1991             91.0           60.70      6.00     610679
500    Eritrea 1991             89.5           53.40      6.47    3160644
501   Ethiopia 1991            119.2           46.90      7.19   49784987
502      Kenya 1991             67.4           61.10      5.85   24234087
503 Madagascar 1991             95.4           56.20      6.23   11898267
504     Malawi 1991            137.9           48.60      6.85    9604199
505  Mauritius 1991             18.8           69.60      2.28    1068435
506 Mozambique 1991            157.4           51.70      6.19   13719853
507     Rwanda 1991             96.3           49.30      7.01    7071393
508 Seychelles 1991             13.7           69.10      2.66      71496
509   Tanzania 1991             99.6           55.10      6.15   26307482
510     Uganda 1991            109.3           50.00      7.08   17973428
511     Zambia 1991            113.0           50.70      6.40    8361381
512   Zimbabwe 1991             52.6           62.70      5.00   10763036
513    Burundi 1992            104.8           45.30      7.47    5895131
514    Comoros 1992             82.9           57.80      5.36     440252
515   Djibouti 1992             89.6           60.40      5.88     627063
516    Eritrea 1992             85.8           54.90      6.44    3160617
517   Ethiopia 1992            116.4           47.80      7.14   51602776
518      Kenya 1992             68.9           60.30      5.67   25029754
519 Madagascar 1992             92.9           56.40      6.18   12263899
520     Malawi 1992            133.1           48.30      6.72    9682918
521  Mauritius 1992             18.4           69.70      2.25    1082958
522 Mozambique 1992            154.7           52.10      6.14   14203987
523     Rwanda 1992            101.3           48.00      6.77    6712924
524 Seychelles 1992             13.3           69.20      2.59      72706
525   Tanzania 1992             98.9           54.70      6.08   27203865
526     Uganda 1992            106.8           49.60      7.07   18571527
527     Zambia 1992            112.4           49.60      6.34    8576987
528   Zimbabwe 1992             54.5           61.40      4.84   11019717
529    Burundi 1993            104.8           45.10      7.42    6019901
530    Comoros 1993             80.6           58.20      5.29     453188
531   Djibouti 1993             88.3           60.70      5.73     639215
532    Eritrea 1993             81.9           56.20      6.40    3150811
533   Ethiopia 1993            113.1           48.40      7.09   53477944
534      Kenya 1993             70.4           59.50      5.51   25824736
535 Madagascar 1993             90.7           56.30      6.13   12643864
536     Malawi 1993            128.6           48.00      6.61    9697635
537  Mauritius 1993             18.4           69.80      2.22    1098598
538 Mozambique 1993            151.5           52.30      6.09   14775877
539     Rwanda 1993            109.0           46.70      6.57    6300358
540 Seychelles 1993             13.0           69.30      2.51      74111
541   Tanzania 1993             98.1           54.50      6.01   28122799
542     Uganda 1993            104.5           49.00      7.06   19177660
543     Zambia 1993            111.3           48.60      6.29    8794061
544   Zimbabwe 1993             56.4           59.80      4.69   11256512
545    Burundi 1994            104.3           45.00      7.37    6134041
546    Comoros 1994             78.7           58.50      5.26     466309
547   Djibouti 1994             87.2           60.00      5.55     649878
548    Eritrea 1994             78.0           57.00      6.35    3147871
549   Ethiopia 1994            109.4           48.80      7.05   55366517
550      Kenya 1994             71.4           58.70      5.37   26608089
551 Madagascar 1994             88.4           56.80      6.07   13039754
552     Malawi 1994            124.9           47.40      6.54    9725612
553  Mauritius 1994             18.8           70.00      2.18    1114140
554 Mozambique 1994            147.8           52.60      6.03   15363065
555     Rwanda 1994            132.3           13.20      6.42    5995987
556 Seychelles 1994             12.7           69.60      2.42      75493
557   Tanzania 1994             97.1           54.00      5.95   29030288
558     Uganda 1994            102.5           48.50      7.04   19791266
559     Zambia 1994            109.7           47.70      6.25    9018229
560   Zimbabwe 1994             58.1           58.20      4.55   11476807
561    Burundi 1995            103.2           44.50      7.32    6239030
562    Comoros 1995             76.9           58.90      5.25     479574
563   Djibouti 1995             86.2           60.40      5.35     661076
564    Eritrea 1995             74.2           57.80      6.29    3164095
565   Ethiopia 1995            105.6           49.20      7.00   57237226
566      Kenya 1995             71.9           58.10      5.25   27373035
567 Madagascar 1995             85.9           57.20      6.00   13452526
568     Malawi 1995            121.9           46.90      6.48    9822812
569  Mauritius 1995             19.4           70.30      2.14    1128676
570 Mozambique 1995            143.4           52.70      5.98   15913101
571     Rwanda 1995            129.6           43.80      6.31    5912755
572 Seychelles 1995             12.5           69.80      2.35      76703
573   Tanzania 1995             95.8           53.90      5.88   29903329
574     Uganda 1995            101.0           48.30      7.02   20412967
575     Zambia 1995            107.8           46.90      6.21    9253527
576   Zimbabwe 1995             60.1           56.00      4.43   11683136
577    Burundi 1996            101.7           44.30      7.27    6333415
578    Comoros 1996             75.6           58.40      5.25     492979
579   Djibouti 1996             85.1           60.30      5.15     673202
580    Eritrea 1996             70.6           58.40      6.23    3202598
581   Ethiopia 1996            102.1           50.00      6.94   59076414
582      Kenya 1996             71.7           57.40      5.17   28116027
583 Madagascar 1996             83.1           57.60      5.92   13882646
584     Malawi 1996            119.5           46.30      6.45   10006767
585  Mauritius 1996             19.9           70.50      2.11    1141949
586 Mozambique 1996            138.3           52.60      5.93   16410777
587     Rwanda 1996            120.3           44.60      6.23    6097688
588 Seychelles 1996             12.3           69.90      2.28      77678
589   Tanzania 1996             93.8           53.80      5.83   30733937
590     Uganda 1996             99.6           48.20      6.99   21041468
591     Zambia 1996            106.1           46.30      6.18    9502346
592   Zimbabwe 1996             61.6           54.40      4.33   11877664
593    Burundi 1997            100.0           45.00      7.22    6420397
594    Comoros 1997             74.5           59.40      5.27     506525
595   Djibouti 1997             83.9           60.10      4.95     685644
596    Eritrea 1997             67.2           59.00      6.16    3260612
597   Ethiopia 1997             98.7           50.60      6.86   60893264
598      Kenya 1997             71.1           56.70      5.10   28842245
599 Madagascar 1997             80.0           58.00      5.84   14329239
600     Malawi 1997            117.1           45.80      6.41   10260421
601  Mauritius 1997             19.8           70.70      2.07    1154137
602 Mozambique 1997            132.7           52.50      5.88   16872896
603     Rwanda 1997            121.7           44.00      6.16    6506118
604 Seychelles 1997             12.2           70.10      2.22      78474
605   Tanzania 1997             91.4           53.80      5.78   31533781
606     Uganda 1997             98.1           48.50      6.97   21679497
607     Zambia 1997            104.6           45.90      6.15    9763742
608   Zimbabwe 1997             62.7           52.80      4.24   12059858
609    Burundi 1998             97.9           45.50      7.17    6511920
610    Comoros 1998             73.7           60.00      5.29     520180
611   Djibouti 1998             82.6           60.00      4.77     698256
612    Eritrea 1998             64.1           58.80      6.09    3337227
613   Ethiopia 1998             95.6           51.10      6.77   62707547
614      Kenya 1998             69.9           56.10      5.06   29564614
615 Madagascar 1998             76.7           58.30      5.75   14790245
616     Malawi 1998            113.9           45.30      6.37   10563554
617  Mauritius 1998             19.0           71.00      2.04    1165288
618 Mozambique 1998            126.6           52.60      5.84   17317376
619     Rwanda 1998            121.4           45.60      6.09    7047196
620 Seychelles 1998             12.2           70.40      2.18      79213
621   Tanzania 1998             88.2           53.70      5.74   32323953
622     Uganda 1998             96.0           48.70      6.94   22336812
623     Zambia 1998            103.1           45.40      6.13   10034412
624   Zimbabwe 1998             63.3           50.90      4.17   12226742
625    Burundi 1999             95.7           46.30      7.11    6623707
626    Comoros 1999             73.1           61.40      5.31     533909
627   Djibouti 1999             81.2           59.90      4.61     710652
628    Eritrea 1999             61.1           52.20      6.02    3429656
629   Ethiopia 1999             92.6           50.60      6.66   64550161
630      Kenya 1999             68.4           55.80      5.03   30301240
631 Madagascar 1999             73.2           58.80      5.65   15262817
632     Malawi 1999            109.4           45.10      6.32   10882543
633  Mauritius 1999             17.8           71.20      2.02    1175577
634 Mozambique 1999            120.7           52.60      5.81   17774066
635     Rwanda 1999            115.2           47.20      6.00    7585143
636 Seychelles 1999             12.2           70.70      2.16      80066
637   Tanzania 1999             84.5           53.80      5.71   33135281
638     Uganda 1999             93.4           48.90      6.90   23026357
639     Zambia 1999            100.9           45.00      6.10   10309310
640   Zimbabwe 1999             63.5           49.30      4.11   12374019
641    Burundi 2000             93.4           46.70      7.06    6767073
642    Comoros 2000             72.7           62.10      5.32     547696
643   Djibouti 2000             79.7           60.00      4.47     722562
644    Eritrea 2000             58.3           37.60      5.94    3535156
645   Ethiopia 2000             89.5           52.10      6.53   66443603
646      Kenya 2000             66.5           55.60      5.01   31065820
647 Madagascar 2000             69.7           59.10      5.55   15744811
648     Malawi 2000            103.5           45.40      6.25   11193230
649  Mauritius 2000             16.4           71.40      1.99    1185143
650 Mozambique 2000            115.0           52.30      5.78   18264536
651     Rwanda 2000            109.2           49.20      5.90    8021875
652 Seychelles 2000             12.3           70.90      2.15      81154
653   Tanzania 2000             80.3           54.30      5.69   33991590
654     Uganda 2000             90.0           49.10      6.87   23757636
655     Zambia 2000             97.6           44.80      6.07   10585220
656   Zimbabwe 2000             63.5           47.90      4.07   12499981
657    Burundi 2001             91.0           48.40      7.00    6946720
658    Comoros 2001             72.5           63.00      5.31     561525
659   Djibouti 2001             78.1           60.10      4.35     734088
660    Eritrea 2001             55.8           59.90      5.86    3655006
661   Ethiopia 2001             86.2           52.70      6.38   68393128
662      Kenya 2001             64.5           55.60      5.00   31863280
663 Madagascar 2001             66.2           59.60      5.44   16235767
664     Malawi 2001             96.5           45.90      6.19   11491824
665  Mauritius 2001             15.1           71.60      1.97    1193950
666 Mozambique 2001            109.3           52.80      5.76   18792357
667     Rwanda 2001            102.3           51.00      5.79    8329113
668 Seychelles 2001             12.3           71.10      2.16      82519
669   Tanzania 2001             75.9           54.80      5.68   34899062
670     Uganda 2001             86.0           49.70      6.82   24534668
671     Zambia 2001             92.7           44.90      6.04   10861238
672   Zimbabwe 2001             63.2           47.00      4.04   12603988
673    Burundi 2002             88.6           49.80      6.94    7159918
674    Comoros 2002             72.5           63.80      5.30     575428
675   Djibouti 2002             76.4           60.20      4.25     745459
676    Eritrea 2002             53.4           60.00      5.77    3788532
677   Ethiopia 2002             82.5           53.60      6.22   70391170
678      Kenya 2002             62.2           55.70      4.99   32691980
679 Madagascar 2002             62.9           59.80      5.34   16736029
680     Malawi 2002             88.8           46.40      6.12   11788731
681  Mauritius 2002             14.2           71.70      1.93    1201931
682 Mozambique 2002            104.0           52.70      5.74   19348715
683     Rwanda 2002             94.1           53.50      5.67    8539029
684 Seychelles 2002             12.3           71.30      2.18      84096
685   Tanzania 2002             71.4           55.40      5.67   35855480
686     Uganda 2002             81.6           50.30      6.77   25355794
687     Zambia 2002             86.5           45.10      6.02   11139978
688   Zimbabwe 2002             62.7           45.90      4.02   12691431
689    Burundi 2003             85.8           51.30      6.87    7401215
690    Comoros 2003             72.2           64.80      5.28     589500
691   Djibouti 2003             74.6           60.30      4.16     756656
692    Eritrea 2003             51.2           59.90      5.68    3928408
693   Ethiopia 2003             78.4           54.30      6.05   72432290
694      Kenya 2003             59.7           55.80      4.98   33551079
695 Madagascar 2003             59.7           60.10      5.23   17245275
696     Malawi 2003             81.6           47.00      6.06   12090476
697  Mauritius 2003             13.8           71.90      1.88    1209182
698 Mozambique 2003             99.1           52.90      5.72   19928496
699     Rwanda 2003             86.0           55.50      5.57    8686469
700 Seychelles 2003             12.3           71.50      2.21      85765
701   Tanzania 2003             67.0           55.90      5.66   36866228
702     Uganda 2003             76.9           51.20      6.72   26217760
703     Zambia 2003             80.0           45.30      6.00   11426006
704   Zimbabwe 2003             61.9           45.30      4.00   12774162
705    Burundi 2004             82.9           53.00      6.80    7661613
706    Comoros 2004             71.6           65.50      5.25     603869
707   Djibouti 2004             72.9           60.40      4.07     767644
708    Eritrea 2004             49.2           60.00      5.58    4064958
709   Ethiopia 2004             74.1           55.20      5.87   74506974
710      Kenya 2004             57.2           56.20      4.96   34437460
711 Madagascar 2004             56.5           60.60      5.13   17763367
712     Malawi 2004             75.5           47.50      6.00   12407618
713  Mauritius 2004             13.7           72.10      1.82    1215835
714 Mozambique 2004             94.6           53.00      5.70   20523159
715     Rwanda 2004             77.7           57.60      5.46    8828956
716 Seychelles 2004             12.3           71.70      2.24      87356
717   Tanzania 2004             62.7           56.50      5.65   37935334
718     Uganda 2004             72.2           52.00      6.65   27114742
719     Zambia 2004             73.9           46.30      5.97   11725635
720   Zimbabwe 2004             61.5           44.70      3.99   12867828
721    Burundi 2005             79.7           54.70      6.73    7934213
722    Comoros 2005             70.5           66.00      5.22     618632
723   Djibouti 2005             71.1           60.70      3.99     778406
724    Eritrea 2005             47.2           59.90      5.48    4191273
725   Ethiopia 2005             69.6           56.10      5.69   76608431
726      Kenya 2005             54.3           57.20      4.92   35349040
727 Madagascar 2005             53.5           61.20      5.04   18290394
728     Malawi 2005             70.7           48.50      5.95   12747846
729  Mauritius 2005             13.8           72.40      1.75    1222006
730 Mozambique 2005             90.4           52.90      5.67   21126676
731     Rwanda 2005             70.2           59.60      5.37    9008230
732 Seychelles 2005             12.3           72.00      2.26      88747
733   Tanzania 2005             58.7           57.10      5.64   39065600
734     Uganda 2005             67.6           53.50      6.58   28042413
735     Zambia 2005             68.7           47.10      5.95   12043591
736   Zimbabwe 2005             61.0           45.10      3.97   12984418
737    Burundi 2006             76.2           56.40      6.65    8218070
738    Comoros 2006             69.2           66.30      5.17     633814
739   Djibouti 2006             69.4           60.70      3.91     788941
740    Eritrea 2006             45.4           60.00      5.37    4304440
741   Ethiopia 2006             65.3           57.20      5.52   78735675
742      Kenya 2006             51.8           58.40      4.88   36286015
743 Madagascar 2006             50.6           61.70      4.95   18826129
744     Malawi 2006             67.1           49.60      5.90   13112383
745  Mauritius 2006             14.0           72.50      1.69    1227714
746 Mozambique 2006             86.6           53.00      5.63   21737860
747     Rwanda 2006             63.1           61.60      5.27    9231041
748 Seychelles 2006             12.2           72.30      2.28      89896
749   Tanzania 2006             55.2           57.90      5.62   40260847
750     Uganda 2006             63.4           54.90      6.51   29000925
751     Zambia 2006             64.9           47.90      5.93   12381509
752   Zimbabwe 2006             60.3           45.50      3.94   13127942
753    Burundi 2007             72.7           57.90      6.57    8514578
754    Comoros 2007             67.9           66.60      5.11     649404
755   Djibouti 2007             67.5           61.50      3.83     799309
756    Eritrea 2007             43.7           60.10      5.27    4406299
757   Ethiopia 2007             61.0           58.60      5.35   80891968
758      Kenya 2007             49.5           59.80      4.82   37250540
759 Madagascar 2007             47.9           62.00      4.87   19371031
760     Malawi 2007             64.5           51.00      5.84   13498377
761  Mauritius 2007             14.1           72.70      1.63    1232997
762 Mozambique 2007             81.5           53.20      5.59   22359637
763     Rwanda 2007             56.8           63.10      5.17    9481083
764 Seychelles 2007             12.2           72.60      2.28      90841
765   Tanzania 2007             51.5           59.10      5.59   41522004
766     Uganda 2007             59.2           55.30      6.43   29991958
767     Zambia 2007             61.3           49.00      5.91   12738676
768   Zimbabwe 2007             59.9           46.40      3.90   13297798
769    Burundi 2008             69.3           59.10      6.48    8821795
770    Comoros 2008             66.4           67.10      5.05     665414
771   Djibouti 2008             65.7           61.80      3.76     809639
772    Eritrea 2008             42.1           60.10      5.16    4500638
773   Ethiopia 2008             57.1           60.00      5.19   83079608
774      Kenya 2008             46.2           60.80      4.76   38244442
775 Madagascar 2008             45.7           62.20      4.79   19926798
776     Malawi 2008             61.7           52.40      5.78   13904671
777  Mauritius 2008             13.9           72.90      1.58    1238013
778 Mozambique 2008             78.0           54.00      5.54   22994867
779     Rwanda 2008             51.5           64.10      5.06    9750314
780 Seychelles 2008             12.2           72.90      2.28      91634
781   Tanzania 2008             48.3           60.40      5.54   42844744
782     Uganda 2008             55.4           56.00      6.34   31014427
783     Zambia 2008             58.7           51.10      5.88   13114579
784   Zimbabwe 2008             58.9           47.30      3.85   13495462
785    Burundi 2009             66.4           60.00      6.39    9137786
786    Comoros 2009             64.6           66.70      4.99     681845
787   Djibouti 2009             63.9           62.10      3.68     820097
788    Eritrea 2009             40.7           60.10      5.06    4593549
789   Ethiopia 2009             53.6           61.20      5.04   85302099
790      Kenya 2009             44.3           61.90      4.69   39269988
791 Madagascar 2009             43.8           62.30      4.72   20495706
792     Malawi 2009             59.6           53.90      5.71   14329056
793  Mauritius 2009             13.6           73.20      1.54    1242954
794 Mozambique 2009             74.3           54.40      5.48   23647815
795     Rwanda 2009             47.3           64.30      4.95   10024594
796 Seychelles 2009             12.2           73.00      2.27      92360
797   Tanzania 2009             45.6           60.80      5.49   44222113
798     Uganda 2009             52.3           57.00      6.25   32067125
799     Zambia 2009             55.6           52.30      5.85   13507849
800   Zimbabwe 2009             57.7           48.00      3.79   13720997
801    Burundi 2010             63.8           60.40      6.30    9461117
802    Comoros 2010             63.1           67.70      4.92     698695
803   Djibouti 2010             62.2           62.30      3.60     830802
804    Eritrea 2010             39.4           60.10      4.97    4689664
805   Ethiopia 2010             50.8           62.10      4.90   87561814
806      Kenya 2010             42.4           62.90      4.62   40328313
807 Madagascar 2010             42.1           62.40      4.65   21079532
808     Malawi 2010             57.5           55.40      5.64   14769824
809  Mauritius 2010             13.3           73.40      1.52    1247951
810 Mozambique 2010             71.9           54.40      5.41   24321457
811     Rwanda 2010             43.8           65.10      4.84   10293669
812 Seychelles 2010             12.2           73.10      2.26      93081
813   Tanzania 2010             42.4           61.40      5.43   45648525
814     Uganda 2010             49.5           57.80      6.16   33149417
815     Zambia 2010             52.9           53.10      5.81   13917439
816   Zimbabwe 2010             55.8           49.10      3.72   13973897
817    Burundi 2011             61.6           60.80      6.21    9790151
818    Comoros 2011             61.3           67.20      4.85     715972
819   Djibouti 2011             60.5           62.50      3.53     841802
820    Eritrea 2011             38.2           60.20      4.88    4789568
821   Ethiopia 2011             48.3           62.90      4.77   89858696
822      Kenya 2011             40.3           63.70      4.54   41419954
823 Madagascar 2011             40.6           62.60      4.59   21678867
824     Malawi 2011             53.8           56.60      5.55   15226813
825  Mauritius 2011             13.1           73.70      1.51    1253089
826 Mozambique 2011             68.1           54.50      5.34   25016921
827     Rwanda 2011             40.0           65.30      4.73   10556429
828 Seychelles 2011             12.2           73.40      2.23      93810
829   Tanzania 2011             40.4           61.70      5.36   47122998
830     Uganda 2011             46.3           58.60      6.06   34260342
831     Zambia 2011             51.1           53.70      5.77   14343526
832   Zimbabwe 2011             54.0           51.60      3.64   14255592
833    Burundi 2012             59.5           61.10      6.12   10124572
834    Comoros 2012             59.8           67.60      4.78     733661
835   Djibouti 2012             58.9           62.80      3.46     853069
836    Eritrea 2012             37.0           60.30      4.79    4892233
837   Ethiopia 2012             46.2           63.60      4.64   92191211
838      Kenya 2012             39.2           64.30      4.46   42542978
839 Madagascar 2012             39.3           62.80      4.53   22293720
840     Malawi 2012             50.2           58.00      5.47   15700436
841  Mauritius 2012             12.8           74.10      1.50    1258335
842 Mozambique 2012             63.6           54.50      5.26   25732928
843     Rwanda 2012             37.1           65.50      4.62   10817350
844 Seychelles 2012             12.2           73.70      2.21      94524
845   Tanzania 2012             38.8           61.90      5.29   48645709
846     Uganda 2012             42.5           59.30      5.96   35400620
847     Zambia 2012             49.0           54.70      5.73   14786581
848   Zimbabwe 2012             49.4           54.20      3.56   14565482
849    Burundi 2013             57.6           61.30      6.03   10465959
850    Comoros 2013             58.2           67.80      4.71     751697
851   Djibouti 2013             57.4           63.10      3.39     864554
852    Eritrea 2013             36.0           60.40      4.70    4998824
853   Ethiopia 2013             44.5           64.20      4.52   94558374
854      Kenya 2013             38.0           64.80      4.38   43692881
855 Madagascar 2013             38.1           63.00      4.47   22924557
856     Malawi 2013             47.3           59.30      5.39   16190126
857  Mauritius 2013             12.6           74.20      1.50    1263560
858 Mozambique 2013             60.9           54.80      5.19   26467180
859     Rwanda 2013             34.7           65.60      4.51   11078095
860 Seychelles 2013             12.1           73.80      2.18      95215
861   Tanzania 2013             37.6           62.70      5.21   50213457
862     Uganda 2013             41.6           60.10      5.87   36573387
863     Zambia 2013             46.5           55.60      5.69   15246086
864   Zimbabwe 2013             48.8           55.70      3.49   14898092
865    Burundi 2014             55.8           61.40      5.94   10816860
866    Comoros 2014             56.6           68.00      4.65     769991
867   Djibouti 2014             55.8           63.10      3.32     876174
868    Eritrea 2014             35.0           60.60      4.61    5110444
869   Ethiopia 2014             42.9           64.70      4.40   96958732
870      Kenya 2014             36.6           65.00      4.31   44863583
871 Madagascar 2014             37.0           63.30      4.41   23571713
872     Malawi 2014             45.1           60.10      5.31   16695253
873  Mauritius 2014             12.2           74.30      1.50    1268567
874 Mozambique 2014             58.5           56.10      5.11   27216276
875     Rwanda 2014             32.7           65.70      4.40   11341544
876 Seychelles 2014             11.9           74.00      2.16      95868
877   Tanzania 2014             36.2           63.30      5.14   51822621
878     Uganda 2014             39.1           60.70      5.77   37782971
879     Zambia 2014             44.7           56.30      5.64   15721343
880   Zimbabwe 2014             47.6           57.00      3.41   15245855
881    Burundi 2015             54.1           61.40      5.85   11178921
882    Comoros 2015             55.1           68.10      4.58     788474
883   Djibouti 2015             54.2           63.80      3.26     887861
884    Eritrea 2015             34.1           60.70      4.52    5227791
885   Ethiopia 2015             41.4           65.20      4.28   99390750
886      Kenya 2015             35.5           65.10      4.24   46050302
887 Madagascar 2015             35.9           63.50      4.35   24235390
888     Malawi 2015             43.4           60.50      5.23   17215232
889  Mauritius 2015             11.8           74.50      1.50    1273212
890 Mozambique 2015             56.7           57.10      5.04   27977863
891     Rwanda 2015             31.1           65.90      4.31   11609666
892 Seychelles 2015             11.7           74.10      2.13      96471
893   Tanzania 2015             35.2           64.10      5.07   53470420
894     Uganda 2015             37.7           61.30      5.67   39032383
895     Zambia 2015             43.3           56.70      5.59   16211767
896   Zimbabwe 2015             46.6           59.30      3.35   15602751
897    Burundi 2016               NA           61.40        NA         NA
898    Comoros 2016               NA           68.20        NA         NA
899   Djibouti 2016               NA           64.51        NA         NA
900    Eritrea 2016               NA           60.80        NA         NA
901   Ethiopia 2016               NA           65.70        NA         NA
902      Kenya 2016               NA           65.20        NA         NA
903 Madagascar 2016               NA           63.70        NA         NA
904     Malawi 2016               NA           60.90        NA         NA
905  Mauritius 2016               NA           74.70        NA         NA
906 Mozambique 2016               NA           58.12        NA         NA
907     Rwanda 2016               NA           66.10        NA         NA
908 Seychelles 2016               NA           74.20        NA         NA
909   Tanzania 2016               NA           64.91        NA         NA
910     Uganda 2016               NA           61.91        NA         NA
911     Zambia 2016               NA           57.10        NA         NA
912   Zimbabwe 2016               NA           61.69        NA         NA
            gdp continent         region
1     341126765    Africa Eastern Africa
2            NA    Africa Eastern Africa
3            NA    Africa Eastern Africa
4            NA    Africa Eastern Africa
5            NA    Africa Eastern Africa
6    2116484537    Africa Eastern Africa
7    2087989940    Africa Eastern Africa
8     347712093    Africa Eastern Africa
9            NA    Africa Eastern Africa
10           NA    Africa Eastern Africa
11    623378345    Africa Eastern Africa
12     48981400    Africa Eastern Africa
13           NA    Africa Eastern Africa
14           NA    Africa Eastern Africa
15   1666817402    Africa Eastern Africa
16   1459732283    Africa Eastern Africa
17    294235019    Africa Eastern Africa
18           NA    Africa Eastern Africa
19           NA    Africa Eastern Africa
20           NA    Africa Eastern Africa
21           NA    Africa Eastern Africa
22   1949773813    Africa Eastern Africa
23   2130711083    Africa Eastern Africa
24    374275949    Africa Eastern Africa
25           NA    Africa Eastern Africa
26           NA    Africa Eastern Africa
27    597789678    Africa Eastern Africa
28     46589993    Africa Eastern Africa
29           NA    Africa Eastern Africa
30           NA    Africa Eastern Africa
31   1680283120    Africa Eastern Africa
32   1551931300    Africa Eastern Africa
33    320902004    Africa Eastern Africa
34           NA    Africa Eastern Africa
35           NA    Africa Eastern Africa
36           NA    Africa Eastern Africa
37           NA    Africa Eastern Africa
38   2134170916    Africa Eastern Africa
39   2179101018    Africa Eastern Africa
40    376777478    Africa Eastern Africa
41           NA    Africa Eastern Africa
42           NA    Africa Eastern Africa
43    665541954    Africa Eastern Africa
44     50507549    Africa Eastern Africa
45           NA    Africa Eastern Africa
46           NA    Africa Eastern Africa
47   1638429961    Africa Eastern Africa
48   1574193282    Africa Eastern Africa
49    334172609    Africa Eastern Africa
50           NA    Africa Eastern Africa
51           NA    Africa Eastern Africa
52           NA    Africa Eastern Africa
53           NA    Africa Eastern Africa
54   2321515701    Africa Eastern Africa
55   2158848417    Africa Eastern Africa
56    371536208    Africa Eastern Africa
57           NA    Africa Eastern Africa
58           NA    Africa Eastern Africa
59    600182776    Africa Eastern Africa
60     55626796    Africa Eastern Africa
61           NA    Africa Eastern Africa
62           NA    Africa Eastern Africa
63   1692045830    Africa Eastern Africa
64   1672491323    Africa Eastern Africa
65    355135383    Africa Eastern Africa
66           NA    Africa Eastern Africa
67           NA    Africa Eastern Africa
68           NA    Africa Eastern Africa
69           NA    Africa Eastern Africa
70   2436766588    Africa Eastern Africa
71   2244393192    Africa Eastern Africa
72    381423170    Africa Eastern Africa
73           NA    Africa Eastern Africa
74           NA    Africa Eastern Africa
75    525370037    Africa Eastern Africa
76     58919480    Africa Eastern Africa
77           NA    Africa Eastern Africa
78           NA    Africa Eastern Africa
79   1898713119    Africa Eastern Africa
80   1653990695    Africa Eastern Africa
81    369224405    Africa Eastern Africa
82           NA    Africa Eastern Africa
83           NA    Africa Eastern Africa
84           NA    Africa Eastern Africa
85           NA    Africa Eastern Africa
86   2485723523    Africa Eastern Africa
87   2234242838    Africa Eastern Africa
88    433359630    Africa Eastern Africa
89           NA    Africa Eastern Africa
90           NA    Africa Eastern Africa
91    562196004    Africa Eastern Africa
92    118082215    Africa Eastern Africa
93           NA    Africa Eastern Africa
94           NA    Africa Eastern Africa
95   2214800544    Africa Eastern Africa
96   1735211094    Africa Eastern Africa
97    386256701    Africa Eastern Africa
98           NA    Africa Eastern Africa
99           NA    Africa Eastern Africa
100          NA    Africa Eastern Africa
101          NA    Africa Eastern Africa
102  2851834963    Africa Eastern Africa
103  2280369952    Africa Eastern Africa
104   490775605    Africa Eastern Africa
105          NA    Africa Eastern Africa
106          NA    Africa Eastern Africa
107   601599820    Africa Eastern Africa
108   120565082    Africa Eastern Africa
109          NA    Africa Eastern Africa
110          NA    Africa Eastern Africa
111  2091429299    Africa Eastern Africa
112  1761640602    Africa Eastern Africa
113   439643242    Africa Eastern Africa
114          NA    Africa Eastern Africa
115          NA    Africa Eastern Africa
116          NA    Africa Eastern Africa
117          NA    Africa Eastern Africa
118  2947691754    Africa Eastern Africa
119  2406441700    Africa Eastern Africa
120   526511676    Africa Eastern Africa
121          NA    Africa Eastern Africa
122          NA    Africa Eastern Africa
123   643206569    Africa Eastern Africa
124   121173628    Africa Eastern Africa
125          NA    Africa Eastern Africa
126          NA    Africa Eastern Africa
127  2257064144    Africa Eastern Africa
128  1909037242    Africa Eastern Africa
129   438333617    Africa Eastern Africa
130          NA    Africa Eastern Africa
131          NA    Africa Eastern Africa
132          NA    Africa Eastern Africa
133          NA    Africa Eastern Africa
134  3182996848    Africa Eastern Africa
135  2570772457    Africa Eastern Africa
136   516386440    Africa Eastern Africa
137          NA    Africa Eastern Africa
138          NA    Africa Eastern Africa
139   688319669    Africa Eastern Africa
140   130326155    Africa Eastern Africa
141          NA    Africa Eastern Africa
142          NA    Africa Eastern Africa
143  2285239764    Africa Eastern Africa
144  1946647826    Africa Eastern Africa
145   431935957    Africa Eastern Africa
146          NA    Africa Eastern Africa
147          NA    Africa Eastern Africa
148          NA    Africa Eastern Africa
149          NA    Africa Eastern Africa
150  3436338712    Africa Eastern Africa
151  2666436611    Africa Eastern Africa
152   546762148    Africa Eastern Africa
153          NA    Africa Eastern Africa
154          NA    Africa Eastern Africa
155   764085563    Africa Eastern Africa
156   130326155    Africa Eastern Africa
157          NA    Africa Eastern Africa
158          NA    Africa Eastern Africa
159  2275255181    Africa Eastern Africa
160  2188581822    Africa Eastern Africa
161   524049198    Africa Eastern Africa
162          NA    Africa Eastern Africa
163          NA    Africa Eastern Africa
164          NA    Africa Eastern Africa
165          NA    Africa Eastern Africa
166  3276361787    Africa Eastern Africa
167  2807129955    Africa Eastern Africa
168   549382768    Africa Eastern Africa
169          NA    Africa Eastern Africa
170          NA    Africa Eastern Africa
171   809941587    Africa Eastern Africa
172   141888524    Africa Eastern Africa
173          NA    Africa Eastern Africa
174          NA    Africa Eastern Africa
175  2384401746    Africa Eastern Africa
176  2682438620    Africa Eastern Africa
177   538443931    Africa Eastern Africa
178          NA    Africa Eastern Africa
179          NA    Africa Eastern Africa
180          NA    Africa Eastern Africa
181          NA    Africa Eastern Africa
182  4002858709    Africa Eastern Africa
183  2917432338    Africa Eastern Africa
184   638484762    Africa Eastern Africa
185          NA    Africa Eastern Africa
186          NA    Africa Eastern Africa
187   819714672    Africa Eastern Africa
188   164380375    Africa Eastern Africa
189          NA    Africa Eastern Africa
190          NA    Africa Eastern Africa
191  2382350217    Africa Eastern Africa
192  2921647386    Africa Eastern Africa
193   503962171    Africa Eastern Africa
194          NA    Africa Eastern Africa
195          NA    Africa Eastern Africa
196          NA    Africa Eastern Africa
197          NA    Africa Eastern Africa
198  4686644220    Africa Eastern Africa
199  2880304466    Africa Eastern Africa
200   678270976    Africa Eastern Africa
201          NA    Africa Eastern Africa
202          NA    Africa Eastern Africa
203   821871081    Africa Eastern Africa
204   174749994    Africa Eastern Africa
205          NA    Africa Eastern Africa
206          NA    Africa Eastern Africa
207  2601737630    Africa Eastern Africa
208  3165014037    Africa Eastern Africa
209   538680380    Africa Eastern Africa
210          NA    Africa Eastern Africa
211          NA    Africa Eastern Africa
212          NA    Africa Eastern Africa
213          NA    Africa Eastern Africa
214  4962995955    Africa Eastern Africa
215  2804884317    Africa Eastern Africa
216   693875696    Africa Eastern Africa
217          NA    Africa Eastern Africa
218          NA    Africa Eastern Africa
219   850127733    Africa Eastern Africa
220   190572184    Africa Eastern Africa
221          NA    Africa Eastern Africa
222          NA    Africa Eastern Africa
223  2576707654    Africa Eastern Africa
224  3247453649    Africa Eastern Africa
225   534765038    Africa Eastern Africa
226          NA    Africa Eastern Africa
227          NA    Africa Eastern Africa
228          NA    Africa Eastern Africa
229          NA    Africa Eastern Africa
230  5164772379    Africa Eastern Africa
231  2861174962    Africa Eastern Africa
232   743667963    Africa Eastern Africa
233          NA    Africa Eastern Africa
234          NA    Africa Eastern Africa
235   862113034    Africa Eastern Africa
236   193055050    Africa Eastern Africa
237          NA    Africa Eastern Africa
238          NA    Africa Eastern Africa
239  2742342499    Africa Eastern Africa
240  3462602452    Africa Eastern Africa
241   538497272    Africa Eastern Africa
242          NA    Africa Eastern Africa
243          NA    Africa Eastern Africa
244          NA    Africa Eastern Africa
245          NA    Africa Eastern Africa
246  5210336166    Africa Eastern Africa
247  2897188333    Africa Eastern Africa
248   788933722    Africa Eastern Africa
249          NA    Africa Eastern Africa
250          NA    Africa Eastern Africa
251   843889470    Africa Eastern Africa
252   199189191    Africa Eastern Africa
253          NA    Africa Eastern Africa
254          NA    Africa Eastern Africa
255  2680109734    Africa Eastern Africa
256  3395731871    Africa Eastern Africa
257   581268284    Africa Eastern Africa
258          NA    Africa Eastern Africa
259          NA    Africa Eastern Africa
260          NA    Africa Eastern Africa
261          NA    Africa Eastern Africa
262  5322564957    Africa Eastern Africa
263  2808277725    Africa Eastern Africa
264   828362509    Africa Eastern Africa
265  1475132140    Africa Eastern Africa
266          NA    Africa Eastern Africa
267  1008486542    Africa Eastern Africa
268   231612508    Africa Eastern Africa
269          NA    Africa Eastern Africa
270          NA    Africa Eastern Africa
271  2846838693    Africa Eastern Africa
272  3411516510    Africa Eastern Africa
273   647936577    Africa Eastern Africa
274          NA    Africa Eastern Africa
275          NA    Africa Eastern Africa
276          NA    Africa Eastern Africa
277          NA    Africa Eastern Africa
278  5825749488    Africa Eastern Africa
279  2874665421    Africa Eastern Africa
280   869101637    Africa Eastern Africa
281  1571718173    Africa Eastern Africa
282          NA    Africa Eastern Africa
283  1028596868    Africa Eastern Africa
284   217275170    Africa Eastern Africa
285          NA    Africa Eastern Africa
286          NA    Africa Eastern Africa
287  2716902250    Africa Eastern Africa
288  3177462512    Africa Eastern Africa
289   641842241    Africa Eastern Africa
290          NA    Africa Eastern Africa
291          NA    Africa Eastern Africa
292          NA    Africa Eastern Africa
293          NA    Africa Eastern Africa
294  6228454046    Africa Eastern Africa
295  2798147405    Africa Eastern Africa
296   953796183    Africa Eastern Africa
297  1631927648    Africa Eastern Africa
298          NA    Africa Eastern Africa
299  1122722130    Africa Eastern Africa
300   263232545    Africa Eastern Africa
301          NA    Africa Eastern Africa
302          NA    Africa Eastern Africa
303  2731947475    Africa Eastern Africa
304  3091451041    Africa Eastern Africa
305   652528626    Africa Eastern Africa
306          NA    Africa Eastern Africa
307          NA    Africa Eastern Africa
308          NA    Africa Eastern Africa
309          NA    Africa Eastern Africa
310  6702764900    Africa Eastern Africa
311  3073895046    Africa Eastern Africa
312   995726529    Africa Eastern Africa
313  1689314804    Africa Eastern Africa
314          NA    Africa Eastern Africa
315  1255988215    Africa Eastern Africa
316   304808390    Africa Eastern Africa
317          NA    Africa Eastern Africa
318          NA    Africa Eastern Africa
319  2649335273    Africa Eastern Africa
320  3193377320    Africa Eastern Africa
321   658995548    Africa Eastern Africa
322   135611414    Africa Eastern Africa
323          NA    Africa Eastern Africa
324          NA    Africa Eastern Africa
325          NA    Africa Eastern Africa
326  7077581918    Africa Eastern Africa
327  3098663596    Africa Eastern Africa
328   999776611    Africa Eastern Africa
329  1519348473    Africa Eastern Africa
330  2462152427    Africa Eastern Africa
331  1368419410    Africa Eastern Africa
332   291858536    Africa Eastern Africa
333          NA    Africa Eastern Africa
334          NA    Africa Eastern Africa
335  2729759075    Africa Eastern Africa
336  3653884133    Africa Eastern Africa
337   739150992    Africa Eastern Africa
338   140852688    Africa Eastern Africa
339          NA    Africa Eastern Africa
340          NA    Africa Eastern Africa
341  5147105049    Africa Eastern Africa
342  7344657600    Africa Eastern Africa
343  2798130771    Africa Eastern Africa
344   946887237    Africa Eastern Africa
345  1608721913    Africa Eastern Africa
346  2585260120    Africa Eastern Africa
347  1442809419    Africa Eastern Africa
348   267881834    Africa Eastern Africa
349          NA    Africa Eastern Africa
350          NA    Africa Eastern Africa
351  2898129461    Africa Eastern Africa
352  4111548672    Africa Eastern Africa
353   731363299    Africa Eastern Africa
354   149844194    Africa Eastern Africa
355          NA    Africa Eastern Africa
356          NA    Africa Eastern Africa
357  5194255336    Africa Eastern Africa
358  7455303270    Africa Eastern Africa
359  2747479171    Africa Eastern Africa
360   970592121    Africa Eastern Africa
361  1697154579    Africa Eastern Africa
362  2406877185    Africa Eastern Africa
363  1468936482    Africa Eastern Africa
364   264887789    Africa Eastern Africa
365          NA    Africa Eastern Africa
366  2525527942    Africa Eastern Africa
367  2816611375    Africa Eastern Africa
368  4219859086    Africa Eastern Africa
369   758535837    Africa Eastern Africa
370   157068224    Africa Eastern Africa
371          NA    Africa Eastern Africa
372          NA    Africa Eastern Africa
373  5622006404    Africa Eastern Africa
374  7552896935    Africa Eastern Africa
375  2772264354    Africa Eastern Africa
376  1006685618    Africa Eastern Africa
377  1703668179    Africa Eastern Africa
378  2028997418    Africa Eastern Africa
379  1556784024    Africa Eastern Africa
380   260360209    Africa Eastern Africa
381          NA    Africa Eastern Africa
382  2670608352    Africa Eastern Africa
383  2761217379    Africa Eastern Africa
384  4286756718    Africa Eastern Africa
385   759715694    Africa Eastern Africa
386   163524143    Africa Eastern Africa
387          NA    Africa Eastern Africa
388          NA    Africa Eastern Africa
389  5461892870    Africa Eastern Africa
390  7685466665    Africa Eastern Africa
391  2819522558    Africa Eastern Africa
392  1060647029    Africa Eastern Africa
393  1783713081    Africa Eastern Africa
394  1897112587    Africa Eastern Africa
395  1490764343    Africa Eastern Africa
396   272105407    Africa Eastern Africa
397          NA    Africa Eastern Africa
398  2661403388    Africa Eastern Africa
399  2751916639    Africa Eastern Africa
400  4204992856    Africa Eastern Africa
401   849234363    Africa Eastern Africa
402   167253102    Africa Eastern Africa
403          NA    Africa Eastern Africa
404          NA    Africa Eastern Africa
405  4853203035    Africa Eastern Africa
406  8015984910    Africa Eastern Africa
407  2852112776    Africa Eastern Africa
408  1109129017    Africa Eastern Africa
409  1907760968    Africa Eastern Africa
410  1916083654    Africa Eastern Africa
411  1556398946    Africa Eastern Africa
412   302379136    Africa Eastern Africa
413          NA    Africa Eastern Africa
414  2573407279    Africa Eastern Africa
415  2796368639    Africa Eastern Africa
416  4497003857    Africa Eastern Africa
417   876836012    Africa Eastern Africa
418   170376071    Africa Eastern Africa
419          NA    Africa Eastern Africa
420          NA    Africa Eastern Africa
421  5322089427    Africa Eastern Africa
422  8591336667    Africa Eastern Africa
423  2907988681    Africa Eastern Africa
424  1106746579    Africa Eastern Africa
425  2093615679    Africa Eastern Africa
426  1872013803    Africa Eastern Africa
427  1641567236    Africa Eastern Africa
428   301844521    Africa Eastern Africa
429          NA    Africa Eastern Africa
430  2583445804    Africa Eastern Africa
431  2816611375    Africa Eastern Africa
432  4591397252    Africa Eastern Africa
433   925089141    Africa Eastern Africa
434   173166816    Africa Eastern Africa
435          NA    Africa Eastern Africa
436          NA    Africa Eastern Africa
437  6059709673    Africa Eastern Africa
438  9101413556    Africa Eastern Africa
439  2942247275    Africa Eastern Africa
440  1124733859    Africa Eastern Africa
441  2279759883    Africa Eastern Africa
442  2147199839    Africa Eastern Africa
443  1641172667    Africa Eastern Africa
444   315138083    Africa Eastern Africa
445          NA    Africa Eastern Africa
446  2685799416    Africa Eastern Africa
447  2891974366    Africa Eastern Africa
448  4644232162    Africa Eastern Africa
449   971630601    Africa Eastern Africa
450   177820707    Africa Eastern Africa
451          NA    Africa Eastern Africa
452          NA    Africa Eastern Africa
453  6090215653    Africa Eastern Africa
454  9665990968    Africa Eastern Africa
455  3042384219    Africa Eastern Africa
456  1160469929    Africa Eastern Africa
457  2434586280    Africa Eastern Africa
458  2323270125    Africa Eastern Africa
459  1715006153    Africa Eastern Africa
460   332145280    Africa Eastern Africa
461  6794262917    Africa Eastern Africa
462  2907836429    Africa Eastern Africa
463  3073612018    Africa Eastern Africa
464  4994981979    Africa Eastern Africa
465   984742778    Africa Eastern Africa
466   172164807    Africa Eastern Africa
467          NA    Africa Eastern Africa
468          NA    Africa Eastern Africa
469  6068236779    Africa Eastern Africa
470 10119359658    Africa Eastern Africa
471  3166479810    Africa Eastern Africa
472  1176074649    Africa Eastern Africa
473  2543294177    Africa Eastern Africa
474  2474282791    Africa Eastern Africa
475  1714379588    Africa Eastern Africa
476   369341648    Africa Eastern Africa
477  7050029100    Africa Eastern Africa
478  3092831274    Africa Eastern Africa
479  3042153544    Africa Eastern Africa
480  5254709384    Africa Eastern Africa
481  1019207023    Africa Eastern Africa
482   180930394    Africa Eastern Africa
483   660030923    Africa Eastern Africa
484          NA    Africa Eastern Africa
485  6233682738    Africa Eastern Africa
486 10543568372    Africa Eastern Africa
487  3265591559    Africa Eastern Africa
488  1243020282    Africa Eastern Africa
489  2726074033    Africa Eastern Africa
490  2499025441    Africa Eastern Africa
491  1673246631    Africa Eastern Africa
492   395179107    Africa Eastern Africa
493  7546708701    Africa Eastern Africa
494  3293065505    Africa Eastern Africa
495  3027518592    Africa Eastern Africa
496  5621937535    Africa Eastern Africa
497  1070135131    Africa Eastern Africa
498   171168116    Africa Eastern Africa
499   631797330    Africa Eastern Africa
500          NA    Africa Eastern Africa
501  5788766563    Africa Eastern Africa
502 10695221450    Africa Eastern Africa
503  3059547936    Africa Eastern Africa
504  1351538834    Africa Eastern Africa
505  2846987582    Africa Eastern Africa
506  2621477663    Africa Eastern Africa
507  1631174858    Africa Eastern Africa
508   406087734    Africa Eastern Africa
509  7703075615    Africa Eastern Africa
510  3475965508    Africa Eastern Africa
511  3026424647    Africa Eastern Africa
512  5932930867    Africa Eastern Africa
513  1080943479    Africa Eastern Africa
514   185770336    Africa Eastern Africa
515   631683815    Africa Eastern Africa
516   429588978    Africa Eastern Africa
517  5286719782    Africa Eastern Africa
518 10609713799    Africa Eastern Africa
519  3095838835    Africa Eastern Africa
520  1252430787    Africa Eastern Africa
521  3032403303    Africa Eastern Africa
522  2487658528    Africa Eastern Africa
523  1726969276    Africa Eastern Africa
524   435169568    Africa Eastern Africa
525  7748086391    Africa Eastern Africa
526  3594786415    Africa Eastern Africa
527  2974039595    Africa Eastern Africa
528  5398043355    Africa Eastern Africa
529  1013492606    Africa Eastern Africa
530   191354476    Africa Eastern Africa
531   589860780    Africa Eastern Africa
532   487389152    Africa Eastern Africa
533  5981544745    Africa Eastern Africa
534 10647187018    Africa Eastern Africa
535  3160744948    Africa Eastern Africa
536  1373814378    Africa Eastern Africa
537  3186511947    Africa Eastern Africa
538  2702957513    Africa Eastern Africa
539  1586934659    Africa Eastern Africa
540   462135505    Africa Eastern Africa
541  7841512879    Africa Eastern Africa
542  3894098847    Africa Eastern Africa
543  3176193215    Africa Eastern Africa
544  5454801525    Africa Eastern Africa
545   974675839    Africa Eastern Africa
546   181257309    Africa Eastern Africa
547   584331764    Africa Eastern Africa
548   590820007    Africa Eastern Africa
549  6172368103    Africa Eastern Africa
550 10927504510    Africa Eastern Africa
551  3158481594    Africa Eastern Africa
552  1233133289    Africa Eastern Africa
553  3318310635    Africa Eastern Africa
554  2885825834    Africa Eastern Africa
555   789530666    Africa Eastern Africa
556   458444440    Africa Eastern Africa
557  7964441279    Africa Eastern Africa
558  4143462753    Africa Eastern Africa
559  2902232519    Africa Eastern Africa
560  5958563295    Africa Eastern Africa
561   897481512    Africa Eastern Africa
562   187800933    Africa Eastern Africa
563   563948746    Africa Eastern Africa
564   607707881    Africa Eastern Africa
565  6550580457    Africa Eastern Africa
566 11408994019    Africa Eastern Africa
567  3212561532    Africa Eastern Africa
568  1439421907    Africa Eastern Africa
569  3460591055    Africa Eastern Africa
570  2963765703    Africa Eastern Africa
571  1067635567    Africa Eastern Africa
572   454659334    Africa Eastern Africa
573  8248764813    Africa Eastern Africa
574  4620924068    Africa Eastern Africa
575  2820351878    Africa Eastern Africa
576  5967979333    Africa Eastern Africa
577   825682991    Africa Eastern Africa
578   185375168    Africa Eastern Africa
579   540739442    Africa Eastern Africa
580   663974581    Africa Eastern Africa
581  7364550133    Africa Eastern Africa
582 11882106663    Africa Eastern Africa
583  3281596749    Africa Eastern Africa
584  1544739824    Africa Eastern Africa
585  3653963481    Africa Eastern Africa
586  3183084365    Africa Eastern Africa
587  1203713148    Africa Eastern Africa
588   477017317    Africa Eastern Africa
589  8623618943    Africa Eastern Africa
590  5040139594    Africa Eastern Africa
591  3016243929    Africa Eastern Africa
592  6586303610    Africa Eastern Africa
593   812554632    Africa Eastern Africa
594   192846418    Africa Eastern Africa
595   536706217    Africa Eastern Africa
596   716486236    Africa Eastern Africa
597  7595359798    Africa Eastern Africa
598 11938535016    Africa Eastern Africa
599  3402802283    Africa Eastern Africa
600  1603322832    Africa Eastern Africa
601  3861781830    Africa Eastern Africa
602  3508986383    Africa Eastern Africa
603  1370424439    Africa Eastern Africa
604   534076017    Africa Eastern Africa
605  8927625501    Africa Eastern Africa
606  5297186807    Africa Eastern Africa
607  3115744351    Africa Eastern Africa
608  6762855657    Africa Eastern Africa
609   851150977    Africa Eastern Africa
610   195319987    Africa Eastern Africa
611   537239588    Africa Eastern Africa
612   729186546    Africa Eastern Africa
613  7332697407    Africa Eastern Africa
614 12331338333    Africa Eastern Africa
615  3536611917    Africa Eastern Africa
616  1665776323    Africa Eastern Africa
617  4096216243    Africa Eastern Africa
618  3887330274    Africa Eastern Africa
619  1491825811    Africa Eastern Africa
620   578956552    Africa Eastern Africa
621  9258707528    Africa Eastern Africa
622  5557027883    Africa Eastern Africa
623  3057831837    Africa Eastern Africa
624  6957978372    Africa Eastern Africa
625   842554352    Africa Eastern Africa
626   199078185    Africa Eastern Africa
627   548946072    Africa Eastern Africa
628   729284846    Africa Eastern Africa
629  7711240982    Africa Eastern Africa
630 12615623601    Africa Eastern Africa
631  3701386758    Africa Eastern Africa
632  1716453871    Africa Eastern Africa
633  4203159419    Africa Eastern Africa
634  4202894942    Africa Eastern Africa
635  1604922565    Africa Eastern Africa
636   589794649    Africa Eastern Africa
637  9706864370    Africa Eastern Africa
638  6004588040    Africa Eastern Africa
639  3125850012    Africa Eastern Africa
640  6901074576    Africa Eastern Africa
641   835334807    Africa Eastern Africa
642   201900820    Africa Eastern Africa
643   551230862    Africa Eastern Africa
644   633600000    Africa Eastern Africa
645  8179533779    Africa Eastern Africa
646 12691278914    Africa Eastern Africa
647  3877575177    Africa Eastern Africa
648  1743506520    Africa Eastern Africa
649  4582562398    Africa Eastern Africa
650  4248747769    Africa Eastern Africa
651  1734921293    Africa Eastern Africa
652   614879765    Africa Eastern Africa
653 10185786171    Africa Eastern Africa
654  6193246632    Africa Eastern Africa
655  3237716325    Africa Eastern Africa
656  6689957610    Africa Eastern Africa
657   852507679    Africa Eastern Africa
658   208622520    Africa Eastern Africa
659   562518771    Africa Eastern Africa
660   768210749    Africa Eastern Africa
661  8858552229    Africa Eastern Africa
662 13170997390    Africa Eastern Africa
663  4110920842    Africa Eastern Africa
664  1656767701    Africa Eastern Africa
665  4700497863    Africa Eastern Africa
666  4754303084    Africa Eastern Africa
667  1882389602    Africa Eastern Africa
668   600914842    Africa Eastern Africa
669 10796712193    Africa Eastern Africa
670  6514283550    Africa Eastern Africa
671  3396364425    Africa Eastern Africa
672  6786267277    Africa Eastern Africa
673   890414598    Africa Eastern Africa
674   217279133    Africa Eastern Africa
675   577248676    Africa Eastern Africa
676   791298775    Africa Eastern Africa
677  8992734183    Africa Eastern Africa
678 13243024245    Africa Eastern Africa
679  3589911444    Africa Eastern Africa
680  1684932752    Africa Eastern Africa
681  4799834109    Africa Eastern Africa
682  5173488005    Africa Eastern Africa
683  2089452459    Africa Eastern Africa
684   608202933    Africa Eastern Africa
685 11570140451    Africa Eastern Africa
686  7083155463    Africa Eastern Africa
687  3508444451    Africa Eastern Africa
688  6182695057    Africa Eastern Africa
689   879518346    Africa Eastern Africa
690   222655961    Africa Eastern Africa
691   595720399    Africa Eastern Africa
692   770285714    Africa Eastern Africa
693  8798393780    Africa Eastern Africa
694 13631372692    Africa Eastern Africa
695  3941180407    Africa Eastern Africa
696  1777604054    Africa Eastern Africa
697  4975357150    Africa Eastern Africa
698  5485124961    Africa Eastern Africa
699  2135420413    Africa Eastern Africa
700   572397248    Africa Eastern Africa
701 12366886533    Africa Eastern Africa
702  7541666438    Africa Eastern Africa
703  3687375118    Africa Eastern Africa
704  5131941405    Africa Eastern Africa
705   922031253    Africa Eastern Africa
706   222121733    Africa Eastern Africa
707   618515498    Africa Eastern Africa
708   781506494    Africa Eastern Africa
709  9992543572    Africa Eastern Africa
710 14327158818    Africa Eastern Africa
711  4148368403    Africa Eastern Africa
712  1875372277    Africa Eastern Africa
713  5261229604    Africa Eastern Africa
714  5917558733    Africa Eastern Africa
715  2293441523    Africa Eastern Africa
716   556081329    Africa Eastern Africa
717 13335003311    Africa Eastern Africa
718  8055045270    Africa Eastern Africa
719  3885776053    Africa Eastern Africa
720  4833901971    Africa Eastern Africa
721   930329534    Africa Eastern Africa
722   231517229    Africa Eastern Africa
723   638119972    Africa Eastern Africa
724   801558442    Africa Eastern Africa
725 11173546750    Africa Eastern Africa
726 15173416248    Africa Eastern Africa
727  4339312825    Africa Eastern Africa
728  1924131956    Africa Eastern Africa
729  5326541854    Africa Eastern Africa
730  6483607270    Africa Eastern Africa
731  2506731585    Africa Eastern Africa
732   597623469    Africa Eastern Africa
733 14317775888    Africa Eastern Africa
734  8565136257    Africa Eastern Africa
735  4093330085    Africa Eastern Africa
736  4557833784    Africa Eastern Africa
737   980424592    Africa Eastern Africa
738   234393021    Africa Eastern Africa
739   668748867    Africa Eastern Africa
740   793870130    Africa Eastern Africa
741 12384159131    Africa Eastern Africa
742 16133989515    Africa Eastern Africa
743  4557258852    Africa Eastern Africa
744  2072290116    Africa Eastern Africa
745  5536815245    Africa Eastern Africa
746  6893450298    Africa Eastern Africa
747  2737350891    Africa Eastern Africa
748   653242423    Africa Eastern Africa
749 15282420026    Africa Eastern Africa
750  9488864309    Africa Eastern Africa
751  4348147615    Africa Eastern Africa
752  4400064590    Africa Eastern Africa
753  1027346066    Africa Eastern Africa
754   235543869    Africa Eastern Africa
755   702855470    Africa Eastern Africa
756   805194805    Africa Eastern Africa
757 13802890302    Africa Eastern Africa
758 17262285409    Africa Eastern Africa
759  4841663813    Africa Eastern Africa
760  2192482943    Africa Eastern Africa
761  5862115926    Africa Eastern Africa
762  7395431383    Africa Eastern Africa
763  2887905190    Africa Eastern Africa
764   715953696    Africa Eastern Africa
765 16374822018    Africa Eastern Africa
766 10287107994    Africa Eastern Africa
767  4617450196    Africa Eastern Africa
768  4239315809    Africa Eastern Africa
769  1079207715    Africa Eastern Africa
770   237840251    Africa Eastern Africa
771   743620824    Africa Eastern Africa
772   726337662    Africa Eastern Africa
773 15292022591    Africa Eastern Africa
774 17526052449    Africa Eastern Africa
775  5186794028    Africa Eastern Africa
776  2375260856    Africa Eastern Africa
777  6185513728    Africa Eastern Africa
778  7900511175    Africa Eastern Africa
779  3211350571    Africa Eastern Africa
780   708840351    Africa Eastern Africa
781 17592588002    Africa Eastern Africa
782 11182997488    Africa Eastern Africa
783  4879795903    Africa Eastern Africa
784  3490273376    Africa Eastern Africa
785  1116639230    Africa Eastern Africa
786   242145966    Africa Eastern Africa
787   780798171    Africa Eastern Africa
788   754493506    Africa Eastern Africa
789 16638100822    Africa Eastern Africa
790 17989578441    Africa Eastern Africa
791  4949331455    Africa Eastern Africa
792  2589842236    Africa Eastern Africa
793  6373107274    Africa Eastern Africa
794  8401035415    Africa Eastern Africa
795  3343015945    Africa Eastern Africa
796   712543438    Africa Eastern Africa
797 18652005227    Africa Eastern Africa
798 11993479808    Africa Eastern Africa
799  5192250555    Africa Eastern Africa
800  3699144987    Africa Eastern Africa
801  1158914103    Africa Eastern Africa
802   247231031    Africa Eastern Africa
803          NA    Africa Eastern Africa
804   771116883    Africa Eastern Africa
805 18291486355    Africa Eastern Africa
806 18988282813    Africa Eastern Africa
807  5026822443    Africa Eastern Africa
808  2758392725    Africa Eastern Africa
809  6636426093    Africa Eastern Africa
810  8972305823    Africa Eastern Africa
811  3583713093    Africa Eastern Africa
812   760361490    Africa Eastern Africa
813 19965679449    Africa Eastern Africa
814 12701095116    Africa Eastern Africa
815  5587389858    Africa Eastern Africa
816  4032423429    Africa Eastern Africa
817  1207491444    Africa Eastern Africa
818   252737368    Africa Eastern Africa
819          NA    Africa Eastern Africa
820   838337662    Africa Eastern Africa
821 19626589434    Africa Eastern Africa
822 19842755539    Africa Eastern Africa
823  5076555381    Africa Eastern Africa
824  2882733194    Africa Eastern Africa
825  6909269806    Africa Eastern Africa
826  9609339537    Africa Eastern Africa
827  3891912419    Africa Eastern Africa
828   798003690    Africa Eastern Africa
829 21228077944    Africa Eastern Africa
830 13552068489    Africa Eastern Africa
831  5917195991    Africa Eastern Africa
832  4407438807    Africa Eastern Africa
833          NA    Africa Eastern Africa
834          NA    Africa Eastern Africa
835          NA    Africa Eastern Africa
836          NA    Africa Eastern Africa
837          NA    Africa Eastern Africa
838          NA    Africa Eastern Africa
839          NA    Africa Eastern Africa
840          NA    Africa Eastern Africa
841          NA    Africa Eastern Africa
842          NA    Africa Eastern Africa
843          NA    Africa Eastern Africa
844          NA    Africa Eastern Africa
845          NA    Africa Eastern Africa
846          NA    Africa Eastern Africa
847          NA    Africa Eastern Africa
848          NA    Africa Eastern Africa
849          NA    Africa Eastern Africa
850          NA    Africa Eastern Africa
851          NA    Africa Eastern Africa
852          NA    Africa Eastern Africa
853          NA    Africa Eastern Africa
854          NA    Africa Eastern Africa
855          NA    Africa Eastern Africa
856          NA    Africa Eastern Africa
857          NA    Africa Eastern Africa
858          NA    Africa Eastern Africa
859          NA    Africa Eastern Africa
860          NA    Africa Eastern Africa
861          NA    Africa Eastern Africa
862          NA    Africa Eastern Africa
863          NA    Africa Eastern Africa
864          NA    Africa Eastern Africa
865          NA    Africa Eastern Africa
866          NA    Africa Eastern Africa
867          NA    Africa Eastern Africa
868          NA    Africa Eastern Africa
869          NA    Africa Eastern Africa
870          NA    Africa Eastern Africa
871          NA    Africa Eastern Africa
872          NA    Africa Eastern Africa
873          NA    Africa Eastern Africa
874          NA    Africa Eastern Africa
875          NA    Africa Eastern Africa
876          NA    Africa Eastern Africa
877          NA    Africa Eastern Africa
878          NA    Africa Eastern Africa
879          NA    Africa Eastern Africa
880          NA    Africa Eastern Africa
881          NA    Africa Eastern Africa
882          NA    Africa Eastern Africa
883          NA    Africa Eastern Africa
884          NA    Africa Eastern Africa
885          NA    Africa Eastern Africa
886          NA    Africa Eastern Africa
887          NA    Africa Eastern Africa
888          NA    Africa Eastern Africa
889          NA    Africa Eastern Africa
890          NA    Africa Eastern Africa
891          NA    Africa Eastern Africa
892          NA    Africa Eastern Africa
893          NA    Africa Eastern Africa
894          NA    Africa Eastern Africa
895          NA    Africa Eastern Africa
896          NA    Africa Eastern Africa
897          NA    Africa Eastern Africa
898          NA    Africa Eastern Africa
899          NA    Africa Eastern Africa
900          NA    Africa Eastern Africa
901          NA    Africa Eastern Africa
902          NA    Africa Eastern Africa
903          NA    Africa Eastern Africa
904          NA    Africa Eastern Africa
905          NA    Africa Eastern Africa
906          NA    Africa Eastern Africa
907          NA    Africa Eastern Africa
908          NA    Africa Eastern Africa
909          NA    Africa Eastern Africa
910          NA    Africa Eastern Africa
911          NA    Africa Eastern Africa
912          NA    Africa Eastern Africa

ggplot(p2, aes(x = gdp, y = life_expectancy, color = country, size = population)) +
  geom_point(alpha = 0.6) +  
  scale_x_log10() +  
  labs(
    title = "Life Expectancy vs. GDP per Capita in east Africa",
    x = "GDP per Capita (log scale)",
    y = "Life Expectancy (years)",
    color = "country",
    size = "Population"
  ) +
  theme_minimal() +  
  theme(
    plot.title = element_text(size = 14, face = "bold"),  
    axis.title = element_text(size = 12), 
    legend.position = "right"  
  ) 

Warning: Removed 271 rows containing missing values or values outside the scale range
(`geom_point()`).

p3 <- gapminder %>%
  filter(country %in% c("Kenya", "Tanzania", "Uganda", "Rwanda", "Burundi", "South Sudan"))
p3

     country year infant_mortality life_expectancy fertility population
1    Burundi 1960            145.1           40.58      6.95    2786740
2      Kenya 1960            118.6           47.42      7.95    8105440
3     Rwanda 1960            127.9           43.07      8.19    2933424
4   Tanzania 1960            144.3           45.57      6.81   10074490
5     Uganda 1960            132.3           45.27      7.00    6788211
6    Burundi 1961            144.8           40.85      7.00    2840375
7      Kenya 1961            114.0           48.13      8.00    8361442
8     Rwanda 1961            125.3           43.41      8.19    2996091
9   Tanzania 1961            143.0           45.91      6.81   10373380
10    Uganda 1961            129.6           45.91      7.02    7006629
11   Burundi 1962            144.6           41.13      7.05    2894510
12     Kenya 1962            109.9           48.82      8.04    8628973
13    Rwanda 1962            123.4           43.74      8.20    3050596
14  Tanzania 1962            141.9           46.26      6.80   10683888
15    Uganda 1962            127.3           46.56      7.04    7240155
16   Burundi 1963            144.3           41.41      7.09    2950903
17     Kenya 1963            106.5           49.48      8.08    8908425
18    Rwanda 1963            122.4           44.05      8.20    3102968
19  Tanzania 1963            140.5           46.62      6.80   11005882
20    Uganda 1963            125.0           47.22      7.06    7487411
21   Burundi 1964            142.8           41.69      7.14    3011957
22     Kenya 1964            103.6           50.13      8.10    9200158
23    Rwanda 1964            122.0           44.35      8.20    3161719
24  Tanzania 1964            139.0           46.99      6.80   11339076
25    Uganda 1964            122.9           47.86      7.08    7746181
26   Burundi 1965            143.6           41.95      7.18    3079034
27     Kenya 1965            101.2           50.75      8.12    9504702
28    Rwanda 1965            122.2           44.62      8.20    3232937
29  Tanzania 1965            137.3           47.37      6.80   11683511
30    Uganda 1965            120.9           48.49      7.09    8014376
31   Burundi 1966            144.5           42.18      7.22    3153879
32     Kenya 1966             99.0           51.35      8.13    9822505
33    Rwanda 1966            123.0           44.85      8.20    3319077
34  Tanzania 1966            135.4           47.77      6.80   12038886
35    Uganda 1966            119.0           49.07      7.11    8292747
36   Burundi 1967            145.3           42.37      7.25    3235125
37     Kenya 1967             97.1           51.96      8.13   10154489
38    Rwanda 1967            124.0           45.07      8.20    3418313
39  Tanzania 1967            133.5           48.19      6.79   12406040
40    Uganda 1967            117.2           49.58      7.11    8580632
41   Burundi 1968            145.9           42.52      7.27    3317315
42     Kenya 1968             95.2           52.57      8.12   10502250
43    Rwanda 1968            125.5           45.27      8.21    3527260
44  Tanzania 1968            131.4           48.62      6.79   12787494
45    Uganda 1968            115.5           50.05      7.12    8872866
46   Burundi 1969            146.2           42.65      7.29    3392949
47     Kenya 1969             93.3           53.19      8.10   10867717
48    Rwanda 1969            127.3           45.44      8.22    3640591
49  Tanzania 1969            129.5           49.07      6.78   13186560
50    Uganda 1969            114.2           50.43      7.12    9162773
51   Burundi 1970            146.4           42.76      7.31    3457113
52     Kenya 1970             91.3           53.83      8.08   11252466
53    Rwanda 1970            129.4           45.58      8.23    3754546
54  Tanzania 1970            127.6           49.53      6.77   13605504
55    Uganda 1970            113.5           50.74      7.12    9446024
56   Burundi 1971            146.3           42.91      7.33    3507593
57     Kenya 1971             89.3           54.45      8.05   11657479
58    Rwanda 1971            131.5           45.71      8.25    3868345
59  Tanzania 1971            125.8           50.03      6.77   14045757
60    Uganda 1971            113.2           50.99      7.11    9720365
61   Burundi 1972            146.2           43.10      7.35    3547335
62     Kenya 1972             87.3           55.08      8.01   12083165
63    Rwanda 1972            134.1           45.81      8.28    3983707
64  Tanzania 1972            124.0           50.55      6.76   14506496
65    Uganda 1972            113.7           51.17      7.11    9988321
66   Burundi 1973            146.1           43.35      7.37    3582952
67     Kenya 1973             85.2           55.69      7.96   12529810
68    Rwanda 1973            137.3           45.91      8.31    4102336
69  Tanzania 1973            122.1           51.09      6.76   14984973
70    Uganda 1973            114.7           51.33      7.10   10256342
71   Burundi 1974            146.0           43.66      7.40    3623853
72     Kenya 1974             83.0           56.29      7.91   12997447
73    Rwanda 1974            141.1           46.01      8.34    4226836
74  Tanzania 1974            120.2           51.65      6.76   15477155
75    Uganda 1974            116.3           51.45      7.10   10533627
76   Burundi 1975            145.7           44.02      7.42    3676991
77     Kenya 1975             80.7           56.89      7.84   13486241
78    Rwanda 1975            144.8           46.13      8.37    4359166
79  Tanzania 1975            118.2           52.19      6.75   15980265
80    Uganda 1975            118.4           51.55      7.10   10827071
81   Burundi 1976            144.8           44.43      7.44    3744696
82     Kenya 1976             78.4           57.49      7.77   13995974
83    Rwanda 1976            147.5           46.31      8.40    4499720
84  Tanzania 1976            116.1           52.71      6.74   16493435
85    Uganda 1976            120.9           51.65      7.10   11139772
86   Burundi 1977            143.0           44.84      7.45    3825484
87     Kenya 1977             76.0           58.10      7.70   14527187
88    Rwanda 1977            148.0           46.54      8.42    4648070
89  Tanzania 1977            114.0           53.19      6.73   17018013
90    Uganda 1977            123.3           51.75      7.10   11470741
91   Burundi 1978            140.0           45.24      7.46    3917866
92     Kenya 1978             73.7           58.74      7.62   15081598
93    Rwanda 1978            144.9           46.81      8.44    4804375
94  Tanzania 1978            111.9           53.61      6.71   17556148
95    Uganda 1978            125.6           51.83      7.10   11817951
96   Burundi 1979            136.0           45.60      7.46    4018927
97     Kenya 1979             71.5           59.36      7.54   15661414
98    Rwanda 1979            138.0           47.12      8.45    4968628
99  Tanzania 1979            110.2           53.98      6.69   18110990
100   Uganda 1979            127.2           51.93      7.10   12177677
101  Burundi 1980            131.1           45.93      7.45    4126544
102    Kenya 1980             69.4           59.96      7.46   16267906
103   Rwanda 1980            129.1           47.46      8.45    5140786
104 Tanzania 1980            108.9           54.29      6.65   18684893
105   Uganda 1980            127.7           52.01      7.10   12547754
106  Burundi 1981            125.8           46.22      7.45    4239673
107    Kenya 1981             67.5           60.52      7.37   16901181
108   Rwanda 1981            120.0           47.88      8.44    5313908
109 Tanzania 1981            108.1           54.56      6.62   19279543
110   Uganda 1981            127.1           52.09      7.10   12927007
111  Burundi 1982            120.3           46.49      7.45    4359122
112    Kenya 1982             65.8           61.02      7.27   17559778
113   Rwanda 1982            111.8           48.32      8.42    5486431
114 Tanzania 1982            107.6           54.82      6.58   19894677
115   Uganda 1982            125.0           52.14      7.10   13318149
116  Burundi 1983            115.0           46.75      7.47    4486613
117    Kenya 1983             64.4           61.42      7.17   18241331
118   Rwanda 1983            105.3           48.69      8.40    5669251
119 Tanzania 1983            107.4           55.05      6.54   20528465
120   Uganda 1983            122.1           52.17      7.10   13727427
121  Burundi 1984            110.6           46.95      7.49    4624617
122    Kenya 1984             63.4           61.74      7.05   18942599
123   Rwanda 1984            100.9           48.88      8.36    5877556
124 Tanzania 1984            107.0           55.26      6.50   21178079
125   Uganda 1984            119.3           52.16      7.10   14163214
126  Burundi 1985            106.9           47.08      7.52    4774258
127    Kenya 1985             62.7           61.96      6.92   19660713
128   Rwanda 1985             97.8           49.15      8.28    6117966
129 Tanzania 1985            106.4           55.44      6.47   21842087
130   Uganda 1985            117.2           52.09      7.10   14631089
131  Burundi 1986            104.5           47.05      7.55    4936429
132    Kenya 1986             62.5           62.09      6.77   20393724
133   Rwanda 1986             95.1           49.42      8.17    6410594
134 Tanzania 1986            105.4           55.54      6.42   22516809
135   Uganda 1986            115.7           51.94      7.10   15133740
136  Burundi 1987            103.3           46.88      7.57    5108581
137    Kenya 1987             62.7           62.13      6.60   21140344
138   Rwanda 1987             93.1           49.69      8.00    6742390
139 Tanzania 1987            104.2           55.58      6.38   23204186
140   Uganda 1987            114.7           51.72      7.10   15668278
141  Burundi 1988            103.0           46.54      7.57    5284173
142    Kenya 1988             63.4           62.10      6.42   21899004
143   Rwanda 1988             91.9           49.96      7.79    7048075
144 Tanzania 1988            102.8           55.51      6.33   23914852
145   Uganda 1988            114.0           51.42      7.10   16227778
146  Burundi 1989            103.3           46.10      7.56    5454475
147    Kenya 1989             64.5           62.00      6.23   22668238
148   Rwanda 1989             91.8           50.23      7.54    7239097
149 Tanzania 1989            101.5           55.39      6.27   24663284
150   Uganda 1989            113.0           51.08      7.10   16802258
151  Burundi 1990            103.9           45.60      7.54    5613141
152    Kenya 1990             65.8           61.80      6.04   23446229
153   Rwanda 1990             93.2           50.50      7.27    7259740
154 Tanzania 1990            100.4           55.20      6.21   25458208
155   Uganda 1990            111.4           50.70      7.09   17384369
156  Burundi 1991            104.5           45.40      7.51    5759429
157    Kenya 1991             67.4           61.10      5.85   24234087
158   Rwanda 1991             96.3           49.30      7.01    7071393
159 Tanzania 1991             99.6           55.10      6.15   26307482
160   Uganda 1991            109.3           50.00      7.08   17973428
161  Burundi 1992            104.8           45.30      7.47    5895131
162    Kenya 1992             68.9           60.30      5.67   25029754
163   Rwanda 1992            101.3           48.00      6.77    6712924
164 Tanzania 1992             98.9           54.70      6.08   27203865
165   Uganda 1992            106.8           49.60      7.07   18571527
166  Burundi 1993            104.8           45.10      7.42    6019901
167    Kenya 1993             70.4           59.50      5.51   25824736
168   Rwanda 1993            109.0           46.70      6.57    6300358
169 Tanzania 1993             98.1           54.50      6.01   28122799
170   Uganda 1993            104.5           49.00      7.06   19177660
171  Burundi 1994            104.3           45.00      7.37    6134041
172    Kenya 1994             71.4           58.70      5.37   26608089
173   Rwanda 1994            132.3           13.20      6.42    5995987
174 Tanzania 1994             97.1           54.00      5.95   29030288
175   Uganda 1994            102.5           48.50      7.04   19791266
176  Burundi 1995            103.2           44.50      7.32    6239030
177    Kenya 1995             71.9           58.10      5.25   27373035
178   Rwanda 1995            129.6           43.80      6.31    5912755
179 Tanzania 1995             95.8           53.90      5.88   29903329
180   Uganda 1995            101.0           48.30      7.02   20412967
181  Burundi 1996            101.7           44.30      7.27    6333415
182    Kenya 1996             71.7           57.40      5.17   28116027
183   Rwanda 1996            120.3           44.60      6.23    6097688
184 Tanzania 1996             93.8           53.80      5.83   30733937
185   Uganda 1996             99.6           48.20      6.99   21041468
186  Burundi 1997            100.0           45.00      7.22    6420397
187    Kenya 1997             71.1           56.70      5.10   28842245
188   Rwanda 1997            121.7           44.00      6.16    6506118
189 Tanzania 1997             91.4           53.80      5.78   31533781
190   Uganda 1997             98.1           48.50      6.97   21679497
191  Burundi 1998             97.9           45.50      7.17    6511920
192    Kenya 1998             69.9           56.10      5.06   29564614
193   Rwanda 1998            121.4           45.60      6.09    7047196
194 Tanzania 1998             88.2           53.70      5.74   32323953
195   Uganda 1998             96.0           48.70      6.94   22336812
196  Burundi 1999             95.7           46.30      7.11    6623707
197    Kenya 1999             68.4           55.80      5.03   30301240
198   Rwanda 1999            115.2           47.20      6.00    7585143
199 Tanzania 1999             84.5           53.80      5.71   33135281
200   Uganda 1999             93.4           48.90      6.90   23026357
201  Burundi 2000             93.4           46.70      7.06    6767073
202    Kenya 2000             66.5           55.60      5.01   31065820
203   Rwanda 2000            109.2           49.20      5.90    8021875
204 Tanzania 2000             80.3           54.30      5.69   33991590
205   Uganda 2000             90.0           49.10      6.87   23757636
206  Burundi 2001             91.0           48.40      7.00    6946720
207    Kenya 2001             64.5           55.60      5.00   31863280
208   Rwanda 2001            102.3           51.00      5.79    8329113
209 Tanzania 2001             75.9           54.80      5.68   34899062
210   Uganda 2001             86.0           49.70      6.82   24534668
211  Burundi 2002             88.6           49.80      6.94    7159918
212    Kenya 2002             62.2           55.70      4.99   32691980
213   Rwanda 2002             94.1           53.50      5.67    8539029
214 Tanzania 2002             71.4           55.40      5.67   35855480
215   Uganda 2002             81.6           50.30      6.77   25355794
216  Burundi 2003             85.8           51.30      6.87    7401215
217    Kenya 2003             59.7           55.80      4.98   33551079
218   Rwanda 2003             86.0           55.50      5.57    8686469
219 Tanzania 2003             67.0           55.90      5.66   36866228
220   Uganda 2003             76.9           51.20      6.72   26217760
221  Burundi 2004             82.9           53.00      6.80    7661613
222    Kenya 2004             57.2           56.20      4.96   34437460
223   Rwanda 2004             77.7           57.60      5.46    8828956
224 Tanzania 2004             62.7           56.50      5.65   37935334
225   Uganda 2004             72.2           52.00      6.65   27114742
226  Burundi 2005             79.7           54.70      6.73    7934213
227    Kenya 2005             54.3           57.20      4.92   35349040
228   Rwanda 2005             70.2           59.60      5.37    9008230
229 Tanzania 2005             58.7           57.10      5.64   39065600
230   Uganda 2005             67.6           53.50      6.58   28042413
231  Burundi 2006             76.2           56.40      6.65    8218070
232    Kenya 2006             51.8           58.40      4.88   36286015
233   Rwanda 2006             63.1           61.60      5.27    9231041
234 Tanzania 2006             55.2           57.90      5.62   40260847
235   Uganda 2006             63.4           54.90      6.51   29000925
236  Burundi 2007             72.7           57.90      6.57    8514578
237    Kenya 2007             49.5           59.80      4.82   37250540
238   Rwanda 2007             56.8           63.10      5.17    9481083
239 Tanzania 2007             51.5           59.10      5.59   41522004
240   Uganda 2007             59.2           55.30      6.43   29991958
241  Burundi 2008             69.3           59.10      6.48    8821795
242    Kenya 2008             46.2           60.80      4.76   38244442
243   Rwanda 2008             51.5           64.10      5.06    9750314
244 Tanzania 2008             48.3           60.40      5.54   42844744
245   Uganda 2008             55.4           56.00      6.34   31014427
246  Burundi 2009             66.4           60.00      6.39    9137786
247    Kenya 2009             44.3           61.90      4.69   39269988
248   Rwanda 2009             47.3           64.30      4.95   10024594
249 Tanzania 2009             45.6           60.80      5.49   44222113
250   Uganda 2009             52.3           57.00      6.25   32067125
251  Burundi 2010             63.8           60.40      6.30    9461117
252    Kenya 2010             42.4           62.90      4.62   40328313
253   Rwanda 2010             43.8           65.10      4.84   10293669
254 Tanzania 2010             42.4           61.40      5.43   45648525
255   Uganda 2010             49.5           57.80      6.16   33149417
256  Burundi 2011             61.6           60.80      6.21    9790151
257    Kenya 2011             40.3           63.70      4.54   41419954
258   Rwanda 2011             40.0           65.30      4.73   10556429
259 Tanzania 2011             40.4           61.70      5.36   47122998
260   Uganda 2011             46.3           58.60      6.06   34260342
261  Burundi 2012             59.5           61.10      6.12   10124572
262    Kenya 2012             39.2           64.30      4.46   42542978
263   Rwanda 2012             37.1           65.50      4.62   10817350
264 Tanzania 2012             38.8           61.90      5.29   48645709
265   Uganda 2012             42.5           59.30      5.96   35400620
266  Burundi 2013             57.6           61.30      6.03   10465959
267    Kenya 2013             38.0           64.80      4.38   43692881
268   Rwanda 2013             34.7           65.60      4.51   11078095
269 Tanzania 2013             37.6           62.70      5.21   50213457
270   Uganda 2013             41.6           60.10      5.87   36573387
271  Burundi 2014             55.8           61.40      5.94   10816860
272    Kenya 2014             36.6           65.00      4.31   44863583
273   Rwanda 2014             32.7           65.70      4.40   11341544
274 Tanzania 2014             36.2           63.30      5.14   51822621
275   Uganda 2014             39.1           60.70      5.77   37782971
276  Burundi 2015             54.1           61.40      5.85   11178921
277    Kenya 2015             35.5           65.10      4.24   46050302
278   Rwanda 2015             31.1           65.90      4.31   11609666
279 Tanzania 2015             35.2           64.10      5.07   53470420
280   Uganda 2015             37.7           61.30      5.67   39032383
281  Burundi 2016               NA           61.40        NA         NA
282    Kenya 2016               NA           65.20        NA         NA
283   Rwanda 2016               NA           66.10        NA         NA
284 Tanzania 2016               NA           64.91        NA         NA
285   Uganda 2016               NA           61.91        NA         NA
            gdp continent         region
1     341126765    Africa Eastern Africa
2    2116484537    Africa Eastern Africa
3     623378345    Africa Eastern Africa
4            NA    Africa Eastern Africa
5            NA    Africa Eastern Africa
6     294235019    Africa Eastern Africa
7    1949773813    Africa Eastern Africa
8     597789678    Africa Eastern Africa
9            NA    Africa Eastern Africa
10           NA    Africa Eastern Africa
11    320902004    Africa Eastern Africa
12   2134170916    Africa Eastern Africa
13    665541954    Africa Eastern Africa
14           NA    Africa Eastern Africa
15           NA    Africa Eastern Africa
16    334172609    Africa Eastern Africa
17   2321515701    Africa Eastern Africa
18    600182776    Africa Eastern Africa
19           NA    Africa Eastern Africa
20           NA    Africa Eastern Africa
21    355135383    Africa Eastern Africa
22   2436766588    Africa Eastern Africa
23    525370037    Africa Eastern Africa
24           NA    Africa Eastern Africa
25           NA    Africa Eastern Africa
26    369224405    Africa Eastern Africa
27   2485723523    Africa Eastern Africa
28    562196004    Africa Eastern Africa
29           NA    Africa Eastern Africa
30           NA    Africa Eastern Africa
31    386256701    Africa Eastern Africa
32   2851834963    Africa Eastern Africa
33    601599820    Africa Eastern Africa
34           NA    Africa Eastern Africa
35           NA    Africa Eastern Africa
36    439643242    Africa Eastern Africa
37   2947691754    Africa Eastern Africa
38    643206569    Africa Eastern Africa
39           NA    Africa Eastern Africa
40           NA    Africa Eastern Africa
41    438333617    Africa Eastern Africa
42   3182996848    Africa Eastern Africa
43    688319669    Africa Eastern Africa
44           NA    Africa Eastern Africa
45           NA    Africa Eastern Africa
46    431935957    Africa Eastern Africa
47   3436338712    Africa Eastern Africa
48    764085563    Africa Eastern Africa
49           NA    Africa Eastern Africa
50           NA    Africa Eastern Africa
51    524049198    Africa Eastern Africa
52   3276361787    Africa Eastern Africa
53    809941587    Africa Eastern Africa
54           NA    Africa Eastern Africa
55           NA    Africa Eastern Africa
56    538443931    Africa Eastern Africa
57   4002858709    Africa Eastern Africa
58    819714672    Africa Eastern Africa
59           NA    Africa Eastern Africa
60           NA    Africa Eastern Africa
61    503962171    Africa Eastern Africa
62   4686644220    Africa Eastern Africa
63    821871081    Africa Eastern Africa
64           NA    Africa Eastern Africa
65           NA    Africa Eastern Africa
66    538680380    Africa Eastern Africa
67   4962995955    Africa Eastern Africa
68    850127733    Africa Eastern Africa
69           NA    Africa Eastern Africa
70           NA    Africa Eastern Africa
71    534765038    Africa Eastern Africa
72   5164772379    Africa Eastern Africa
73    862113034    Africa Eastern Africa
74           NA    Africa Eastern Africa
75           NA    Africa Eastern Africa
76    538497272    Africa Eastern Africa
77   5210336166    Africa Eastern Africa
78    843889470    Africa Eastern Africa
79           NA    Africa Eastern Africa
80           NA    Africa Eastern Africa
81    581268284    Africa Eastern Africa
82   5322564957    Africa Eastern Africa
83   1008486542    Africa Eastern Africa
84           NA    Africa Eastern Africa
85           NA    Africa Eastern Africa
86    647936577    Africa Eastern Africa
87   5825749488    Africa Eastern Africa
88   1028596868    Africa Eastern Africa
89           NA    Africa Eastern Africa
90           NA    Africa Eastern Africa
91    641842241    Africa Eastern Africa
92   6228454046    Africa Eastern Africa
93   1122722130    Africa Eastern Africa
94           NA    Africa Eastern Africa
95           NA    Africa Eastern Africa
96    652528626    Africa Eastern Africa
97   6702764900    Africa Eastern Africa
98   1255988215    Africa Eastern Africa
99           NA    Africa Eastern Africa
100          NA    Africa Eastern Africa
101   658995548    Africa Eastern Africa
102  7077581918    Africa Eastern Africa
103  1368419410    Africa Eastern Africa
104          NA    Africa Eastern Africa
105          NA    Africa Eastern Africa
106   739150992    Africa Eastern Africa
107  7344657600    Africa Eastern Africa
108  1442809419    Africa Eastern Africa
109          NA    Africa Eastern Africa
110          NA    Africa Eastern Africa
111   731363299    Africa Eastern Africa
112  7455303270    Africa Eastern Africa
113  1468936482    Africa Eastern Africa
114          NA    Africa Eastern Africa
115  2525527942    Africa Eastern Africa
116   758535837    Africa Eastern Africa
117  7552896935    Africa Eastern Africa
118  1556784024    Africa Eastern Africa
119          NA    Africa Eastern Africa
120  2670608352    Africa Eastern Africa
121   759715694    Africa Eastern Africa
122  7685466665    Africa Eastern Africa
123  1490764343    Africa Eastern Africa
124          NA    Africa Eastern Africa
125  2661403388    Africa Eastern Africa
126   849234363    Africa Eastern Africa
127  8015984910    Africa Eastern Africa
128  1556398946    Africa Eastern Africa
129          NA    Africa Eastern Africa
130  2573407279    Africa Eastern Africa
131   876836012    Africa Eastern Africa
132  8591336667    Africa Eastern Africa
133  1641567236    Africa Eastern Africa
134          NA    Africa Eastern Africa
135  2583445804    Africa Eastern Africa
136   925089141    Africa Eastern Africa
137  9101413556    Africa Eastern Africa
138  1641172667    Africa Eastern Africa
139          NA    Africa Eastern Africa
140  2685799416    Africa Eastern Africa
141   971630601    Africa Eastern Africa
142  9665990968    Africa Eastern Africa
143  1715006153    Africa Eastern Africa
144  6794262917    Africa Eastern Africa
145  2907836429    Africa Eastern Africa
146   984742778    Africa Eastern Africa
147 10119359658    Africa Eastern Africa
148  1714379588    Africa Eastern Africa
149  7050029100    Africa Eastern Africa
150  3092831274    Africa Eastern Africa
151  1019207023    Africa Eastern Africa
152 10543568372    Africa Eastern Africa
153  1673246631    Africa Eastern Africa
154  7546708701    Africa Eastern Africa
155  3293065505    Africa Eastern Africa
156  1070135131    Africa Eastern Africa
157 10695221450    Africa Eastern Africa
158  1631174858    Africa Eastern Africa
159  7703075615    Africa Eastern Africa
160  3475965508    Africa Eastern Africa
161  1080943479    Africa Eastern Africa
162 10609713799    Africa Eastern Africa
163  1726969276    Africa Eastern Africa
164  7748086391    Africa Eastern Africa
165  3594786415    Africa Eastern Africa
166  1013492606    Africa Eastern Africa
167 10647187018    Africa Eastern Africa
168  1586934659    Africa Eastern Africa
169  7841512879    Africa Eastern Africa
170  3894098847    Africa Eastern Africa
171   974675839    Africa Eastern Africa
172 10927504510    Africa Eastern Africa
173   789530666    Africa Eastern Africa
174  7964441279    Africa Eastern Africa
175  4143462753    Africa Eastern Africa
176   897481512    Africa Eastern Africa
177 11408994019    Africa Eastern Africa
178  1067635567    Africa Eastern Africa
179  8248764813    Africa Eastern Africa
180  4620924068    Africa Eastern Africa
181   825682991    Africa Eastern Africa
182 11882106663    Africa Eastern Africa
183  1203713148    Africa Eastern Africa
184  8623618943    Africa Eastern Africa
185  5040139594    Africa Eastern Africa
186   812554632    Africa Eastern Africa
187 11938535016    Africa Eastern Africa
188  1370424439    Africa Eastern Africa
189  8927625501    Africa Eastern Africa
190  5297186807    Africa Eastern Africa
191   851150977    Africa Eastern Africa
192 12331338333    Africa Eastern Africa
193  1491825811    Africa Eastern Africa
194  9258707528    Africa Eastern Africa
195  5557027883    Africa Eastern Africa
196   842554352    Africa Eastern Africa
197 12615623601    Africa Eastern Africa
198  1604922565    Africa Eastern Africa
199  9706864370    Africa Eastern Africa
200  6004588040    Africa Eastern Africa
201   835334807    Africa Eastern Africa
202 12691278914    Africa Eastern Africa
203  1734921293    Africa Eastern Africa
204 10185786171    Africa Eastern Africa
205  6193246632    Africa Eastern Africa
206   852507679    Africa Eastern Africa
207 13170997390    Africa Eastern Africa
208  1882389602    Africa Eastern Africa
209 10796712193    Africa Eastern Africa
210  6514283550    Africa Eastern Africa
211   890414598    Africa Eastern Africa
212 13243024245    Africa Eastern Africa
213  2089452459    Africa Eastern Africa
214 11570140451    Africa Eastern Africa
215  7083155463    Africa Eastern Africa
216   879518346    Africa Eastern Africa
217 13631372692    Africa Eastern Africa
218  2135420413    Africa Eastern Africa
219 12366886533    Africa Eastern Africa
220  7541666438    Africa Eastern Africa
221   922031253    Africa Eastern Africa
222 14327158818    Africa Eastern Africa
223  2293441523    Africa Eastern Africa
224 13335003311    Africa Eastern Africa
225  8055045270    Africa Eastern Africa
226   930329534    Africa Eastern Africa
227 15173416248    Africa Eastern Africa
228  2506731585    Africa Eastern Africa
229 14317775888    Africa Eastern Africa
230  8565136257    Africa Eastern Africa
231   980424592    Africa Eastern Africa
232 16133989515    Africa Eastern Africa
233  2737350891    Africa Eastern Africa
234 15282420026    Africa Eastern Africa
235  9488864309    Africa Eastern Africa
236  1027346066    Africa Eastern Africa
237 17262285409    Africa Eastern Africa
238  2887905190    Africa Eastern Africa
239 16374822018    Africa Eastern Africa
240 10287107994    Africa Eastern Africa
241  1079207715    Africa Eastern Africa
242 17526052449    Africa Eastern Africa
243  3211350571    Africa Eastern Africa
244 17592588002    Africa Eastern Africa
245 11182997488    Africa Eastern Africa
246  1116639230    Africa Eastern Africa
247 17989578441    Africa Eastern Africa
248  3343015945    Africa Eastern Africa
249 18652005227    Africa Eastern Africa
250 11993479808    Africa Eastern Africa
251  1158914103    Africa Eastern Africa
252 18988282813    Africa Eastern Africa
253  3583713093    Africa Eastern Africa
254 19965679449    Africa Eastern Africa
255 12701095116    Africa Eastern Africa
256  1207491444    Africa Eastern Africa
257 19842755539    Africa Eastern Africa
258  3891912419    Africa Eastern Africa
259 21228077944    Africa Eastern Africa
260 13552068489    Africa Eastern Africa
261          NA    Africa Eastern Africa
262          NA    Africa Eastern Africa
263          NA    Africa Eastern Africa
264          NA    Africa Eastern Africa
265          NA    Africa Eastern Africa
266          NA    Africa Eastern Africa
267          NA    Africa Eastern Africa
268          NA    Africa Eastern Africa
269          NA    Africa Eastern Africa
270          NA    Africa Eastern Africa
271          NA    Africa Eastern Africa
272          NA    Africa Eastern Africa
273          NA    Africa Eastern Africa
274          NA    Africa Eastern Africa
275          NA    Africa Eastern Africa
276          NA    Africa Eastern Africa
277          NA    Africa Eastern Africa
278          NA    Africa Eastern Africa
279          NA    Africa Eastern Africa
280          NA    Africa Eastern Africa
281          NA    Africa Eastern Africa
282          NA    Africa Eastern Africa
283          NA    Africa Eastern Africa
284          NA    Africa Eastern Africa
285          NA    Africa Eastern Africa

ggplot(p3, aes(x = gdp, y = life_expectancy, color = country, size = population)) +
  geom_point(alpha = 0.6) +  
  scale_x_log10() +  
  labs(
    title = "Life Expectancy vs. GDP per Capita in Selected East African Countries",
    x = "GDP per Capita (log scale)",
    y = "Life Expectancy (years)",
    color = "Country",
    size = "Population"
  ) +
  theme_minimal() +  
  theme(
    plot.title = element_text(size = 14, face = "bold"),  
    axis.title = element_text(size = 12), 
    legend.position = "right" )

Warning: Removed 75 rows containing missing values or values outside the scale range
(`geom_point()`).

I worked with the Gapminder dataset, which includes country-level information on GDP per capita, life expectancy, and population. To start, I filtered the data to examine all continents and then zoomed in on four regions in Africa: Northern, Western, Eastern, and Southern Africa. I created a scatterplot to illustrate the relationship between life expectancy and GDP per capita, using a log scale on the x-axis to manage the wide range of GDP figures. Each region was color-coded, and the size of the points indicated population, which helped in comparing trends across Africa. However, I found the visualization a bit cluttered, so I decided to focus on six countries from East Africa, where I’m from: Kenya, Tanzania, Uganda, Rwanda, Burundi, and South Sudan. This revised scatterplot offers a clearer view of the economic and health trends in East Africa, with distinct colors for each country to enhance clarity in the visualization.