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Country Name
stringlengths
4
24
Country Code
stringlengths
3
3
1960
float64
5.4
96.6
1961
float64
5.4
96.6
1962
float64
5.63
100
1963
float64
6.08
101
1964
float64
6.19
104
1965
float64
6.25
96.5
1966
float64
6.55
114
1967
float64
7.69
115
1968
float64
8.08
118
1969
float64
9.25
115
1970
float64
9.43
114
1971
float64
9.18
110
1972
float64
9.27
117
1973
float64
8.5
117
1974
float64
8.29
117
1975
float64
8.66
121
1976
float64
11.2
121
1977
float64
11.6
99.5
1978
float64
12.1
146
1979
float64
12.7
130
1980
float64
12.9
134
1981
float64
13.3
138
1982
float64
15.1
137
1983
float64
15.7
135
1984
float64
15.8
138
1985
float64
13.9
140
1986
float64
14.2
142
1987
float64
16.3
143
1988
float64
17.3
148
1989
float64
17.2
148
1990
float64
17.8
151
1991
float64
20.1
144
1992
float64
20.5
145
1993
float64
20.6
153
1994
float64
19.1
171
1995
float64
20.1
199
1996
float64
24.8
181
1997
float64
22.1
215
1998
float64
23.5
194
1999
float64
23.8
196
2000
float64
27.2
181
2001
float64
25.6
150
2002
float64
26.1
148
2003
float64
27.3
149
2004
float64
30.2
125
2005
float64
29.1
121
2006
float64
32.4
110
2007
float64
37.9
129
2008
float64
43.9
130
2009
float64
48.3
132
2010
float64
49.5
132
2011
float64
62.7
134
2012
float64
73.8
135
2013
float64
74.9
130
2014
float64
89.5
111
2015
float64
77.9
109
2016
float64
87.7
118
2017
float64
78.8
128
2018
float64
75.7
162
2019
float64
75.6
153
2020
float64
72.8
177
2021
float64
73.2
192
2022
float64
73.4
190
2023
float64
73.4
190
2024
float64
73.4
190
Angola
AGO
23.14
23.14
23.83
24.43
26.04
27.2
27.98
28.87
28.94
30.41
32.65
33.34
33.05
34.09
34.65
38.03
34.71
35.41
36.53
37.49
38.21
39.02
40.66
41.3
41.96
43.01
44.33
44.34
44.63
45.02
46.29
47.08
50.14
51.19
50.3
47.28
55.31
58.76
62.71
63.17
67.62
68.84
70.71
71.37
63.59
70.13
71.46
75.34
78.81
80.37
84.72
86.97
89.76
94.03
96.69
99.8
103.52
107.46
107.07
113.83
113.25
122.72
130.74
130.74
130.74
Burundi
BDI
32.5
32.5
33.82
33.88
35.79
39.09
40.63
43.53
45.51
50.73
51.45
52.9
57.13
59.49
60.22
62.29
63.28
63.32
66.06
68.24
65.78
57.67
58.69
61.38
62.58
60.16
68.69
69.7
74.45
74.77
65.34
73.21
70.72
70.86
66.99
56.61
53.2
49.3
51.88
62.26
56.72
52.21
50.61
50.28
46.12
59.09
70.77
67.5
64.69
70.1
71.04
78.4
91.13
74.94
92.59
98.11
109.31
127.57
131.14
133.48
117.71
130.35
132.11
132.11
132.11
Benin
BEN
17.9
17.9
18.83
20.92
22.41
23.09
24.44
25.82
26.15
27.63
27.94
28.01
29.43
30.13
32.62
35.29
36.5
36.38
38.19
39.42
42.15
43.2
46.06
51.02
54.36
57.84
50.16
48.9
46.57
44.54
45.57
50.31
51.69
52.37
56.03
53.48
56.22
56.82
60.13
59.26
68.86
69.18
72.66
72.93
78.61
81.28
80.17
82.51
75.36
71.51
83.68
89.37
92.49
97.53
97.43
100.26
102.32
104.82
106.79
117.99
112.97
130.7
140.91
140.91
140.91
Burkina Faso
BFA
9.17
9.17
9.41
9.98
10.62
11.5
12.17
12.35
12.08
13.62
14.38
14.64
13.27
10.15
9.98
10.92
11.21
11.56
12.12
12.91
12.91
13.33
15.11
16.66
16.74
18.69
19.76
20.73
21.41
22.37
29.93
44.97
46.25
47.46
49.3
51.38
52.9
55.65
57.93
60.64
63.65
67.68
69.84
81.08
82.78
86.88
89.1
91.74
95.49
98.18
101.07
103.47
101.06
104.3
101.32
101.28
97.39
99.46
101.23
113.56
92.97
95.11
96.49
96.49
96.49
Botswana
BWA
28.76
28.76
32.98
38.55
44.98
50.49
47.87
44.34
37.98
39.35
51.98
53.12
55.06
63.74
60.97
61.03
65.96
63.57
52.08
71.43
50.74
66.16
71.87
66.74
75.7
72.16
70.78
62.39
62.64
66.23
73.11
118.35
110.24
102.98
98.99
120.26
106.21
103.58
100.06
89.66
100.8
107.63
92.75
92.85
103.93
108.3
106.77
108.74
113.54
120.42
131.71
134.41
134.5
121.06
100.97
105.56
93.47
91.88
81.98
89.08
83.64
90.5
90.32
90.32
90.32
Central African Republic
CAF
10
10
10.32
10.67
10.85
11.37
11.41
12.61
12.02
13.28
14.13
14.95
15.11
15.73
16.53
17.89
17.57
18.9
20.68
20.03
22.73
24.22
26.1
28.77
29.32
31.79
33.18
37.15
39.39
41.05
42.56
44.38
46.43
47.16
48.2
51.46
60.28
54.71
55.86
56.44
67.92
68.28
70.39
69.06
74.34
76.43
78.59
83.48
84.59
86.64
90.53
96.05
97.35
99.29
99.85
99.82
100.33
103.2
102.87
105.76
106.76
108.29
109.89
109.89
109.89
Cote d'Ivoire
CIV
22.88
22.88
23.12
23.5
27.42
27.74
28.09
30.42
31.04
31.48
31.85
33.93
34.48
35.2
37.92
38.73
39.55
42.39
43.87
44.44
46.68
50.54
52.12
54.36
55.39
54.43
57.31
57.45
59.67
61.68
63
59.81
60.75
61.63
59.97
60.14
58.76
62.88
64.12
64.98
66.75
68.4
70.35
71.65
75.21
75.39
76.58
77.99
81.7
84.72
87.8
87.82
92.97
99.35
97.83
98.87
103.3
107.17
111.73
118.59
121.01
117.98
116.93
116.93
116.93
Cameroon
CMR
17.43
17.43
17.37
17.92
17.21
18.06
19.43
20.48
21.46
21.64
23.95
25.41
26.28
25.87
26.06
26.61
28.3
29.69
30.92
31.8
32.18
31.24
32.59
33.32
37.94
38.97
41.19
44.25
48.06
49.91
52.4
53.96
54.24
55.74
54.71
55.79
59.45
57.85
60.97
65.56
65.02
68.58
66.53
66.95
70.51
72.23
74.37
75.9
81.96
81.11
77.68
79.86
75.96
82.35
91.08
97.71
111.21
109.63
114.75
101.23
94.41
105.76
110.47
110.47
110.47
Congo, Dem. Rep.
COD
74.48
74.48
74.53
74.38
75.54
70.2
70.35
71.13
71.54
72.15
73.92
68.54
68.56
74.33
74.9
75.16
75.94
76.13
74.58
75.78
75.91
76.87
77.84
79.26
81.05
82.89
85.82
89.24
91.67
94.84
94.4
91.38
95.25
96.41
97.68
95.36
96.16
98.65
99.19
96.47
95.45
94.12
92.5
92.7
92.99
93.8
93.21
93.35
93.64
95.66
95.85
97.89
97.94
98.17
98.93
100.25
100.82
101.25
102
101.18
104.12
107.2
105.71
105.71
105.71
Congo, Rep.
COG
15.75
15.75
16.14
16.81
16.99
16.9
16.92
16.62
17.22
17.94
18.52
19.69
19.93
19.95
20.2
20.78
22.23
22.29
24.93
26
25.76
26.65
27.54
28.28
28.42
29.3
30.4
30.91
31.14
30.94
31.88
32.83
33.45
34.48
34.93
35.75
36.15
37.47
40.46
41.57
42.8
44.26
45.93
49.84
54.61
62.67
68.32
73.8
79.17
82.18
89.8
99.59
102.74
98.38
92.96
107.51
99.54
102.55
103.14
104.38
104.43
105.77
106.56
106.56
106.56
Comoros
COM
37.8
37.8
40.28
42.71
45.16
47.59
49.99
49.62
51.68
52.49
52.48
54.64
60.09
64.23
66.59
68.63
71.57
73.55
76.13
65.83
65
64.26
64.09
63.64
63.84
62.8
60.57
62.76
64.85
66.07
63.1
86.19
87.79
89.84
91.77
91.4
91.98
89.83
91.89
95.64
91.28
95.82
98.34
89.44
90.66
91.4
93.38
96.2
97.32
99.86
101.76
103.23
103.49
106.42
100.72
99.84
99.44
99.53
96.51
98.41
102.07
96.24
99.79
99.79
99.79
Cabo Verde
CPV
13.29
13.29
13.32
14.84
15.89
16.81
18.16
18.3
18.97
18.44
20.26
20.13
20.98
21.71
19.46
19.92
20.16
22.21
24
24.5
26.16
30.5
40.77
31.6
31.01
40.06
45.89
51.9
64.64
63.67
66.67
71.05
104.13
107.15
87.54
116.41
83.7
98.52
114.04
115.27
107.76
97.99
96.16
91.54
100.03
102.3
95.62
96.17
92.61
104.87
100.26
91.75
93.83
96.82
97.23
99.54
103.23
81.99
75.69
79.99
85.86
84.62
88.65
88.65
88.65
Djibouti
DJI
32.28
32.28
33.2
34.37
35.05
35.5
37.92
39.37
41.9
44.67
46.16
47.98
50.03
49.64
52.41
53.58
59.36
57.83
60.53
65.47
78.75
65.84
59.59
63.97
69.37
72.29
76.02
75.57
76.45
77.92
84.09
95.58
95.6
97.51
100.63
99.06
101.38
102.52
104.32
109.96
127.82
128.54
128.6
128.7
105.91
121.43
93.29
127.51
128.65
128.75
128.76
129.52
130.49
129.9
104.19
77.91
117.9
127.85
129.81
128.25
129.64
130.09
130.77
130.77
130.77
Algeria
DZA
10.58
10.58
9.79
8.93
10.21
11.33
11.99
12.71
14.26
14.8
14.86
16.15
16.93
17.61
18.58
19.13
20.02
20.84
21.07
22.13
23.48
24.28
27.49
29.37
30.39
32.05
32.21
35.76
38.25
40.45
43.56
43.27
45.13
47.64
48.53
49.87
50.41
49.56
52.15
52.04
59.4
57.93
60.19
61.45
65.43
67.44
70.72
70.59
70.79
75.16
79.63
86.81
91.42
96.37
100.61
97.56
101.83
100.15
96.31
96.52
97.06
97.32
98.11
98.11
98.11
Egypt, Arab Rep.
EGY
17.77
17.77
18.47
17.67
18.23
18.66
19.07
19.55
23.37
23.33
23.46
24.13
24.66
24.74
25.28
25.71
25.92
26.19
26.67
26.88
27.33
28.01
29.47
30.5
31.78
33.41
35.3
37.37
38.63
38.66
39.62
47.55
49.94
51.36
53.44
55.53
57.77
62.76
62.81
64.8
66.01
67.34
77.78
83.39
79.67
83.85
89.38
94.21
95.97
94.26
96.42
97.97
101.24
102.19
102.59
99.65
97.76
102.48
98.94
99.76
110.92
122.85
119.36
119.36
119.36
Eritrea
ERI
54.24
54.24
54.24
54.24
54.24
54.24
54.24
54.24
54.24
54.24
54.24
54.24
54.24
54.24
54.24
54.24
54.24
54.24
54.24
54.24
54.24
54.24
54.24
54.24
54.24
54.24
54.24
54.24
54.24
54.24
54.24
54.24
54.24
54.24
57.72
59.19
65.04
66.27
72.35
73.44
75.78
75.98
75.02
81.49
83.85
85.95
90.43
98.6
89.47
99.09
100.27
101.81
102.68
100.7
99.85
99.15
101
104.9
105.87
107.23
107.62
108.55
109.34
109.34
109.34
Ethiopia
ETH
44.13
44.13
44.13
44.13
44.13
44.13
44.13
44.13
44.13
44.13
44.13
44.13
44.13
44.13
44.13
44.13
44.13
44.13
44.13
44.13
44.13
44.13
44.13
44.13
44.13
44.13
44.13
44.13
44.13
44.13
44.13
44.13
44.13
44.13
44.45
45.2
49.15
49.71
50.76
52.26
52.06
53.14
75.32
75.42
77.21
75.29
81.87
85.4
94.46
88.53
107.54
97.98
96.77
95.05
98.82
101.5
99.68
105.88
107.62
115.94
127.05
112.51
116.06
116.06
116.06
Gabon
GAB
43.11
43.11
45.75
48.4
50.94
52.4
53.89
54.02
54.32
54.14
54.38
54.71
55.19
55.66
56.2
54.41
55.98
57.01
58.41
58.32
58.24
58.34
58.35
58.87
60.08
60.9
62.52
63.17
64.13
64.84
66.48
67.02
69.37
71.43
71.93
74.36
75.58
78.31
80.43
81.9
83.68
84.52
85.54
86.29
87.38
87.77
86.14
87.93
89.07
90.56
92.36
92.96
92.49
97.89
98.81
100.68
100.52
101.22
100.71
102.77
101.55
102.67
104.13
104.13
104.13
Ghana
GHA
18.07
18.07
18.83
19.52
21.7
22.74
24.03
24.79
26.2
27.83
28.28
28.61
30.64
30.49
31.24
32.33
31.9
34.4
36.08
37.66
40
41.52
43.94
47.19
46.93
46.97
46.95
48.31
48.65
50.17
50.64
51.98
51.6
52.17
53.08
51.26
52.86
52.07
51.91
54.17
59.86
59.56
60.5
64.9
65.04
66.61
71.1
73.33
76.75
80.1
83.62
86.46
89.8
93.21
95.85
101.47
102.68
106.21
108.75
111.45
115.62
116.02
119.16
119.16
119.16
Guinea
GIN
12.98
12.98
13.32
13.75
14.16
14.54
15.13
14.7
15.28
14.42
14.42
14.3
14.46
15.38
16.74
17.4
17.65
17.49
17.72
17.48
17.68
17.69
17.95
18.77
19.12
17.42
14.17
16.26
19.14
19.71
21.4
24.79
26.25
27.97
30.11
35.87
37.5
39.19
41.1
43.05
44.22
45.14
46.89
49.34
52.26
55.13
59.46
62.58
66.26
69.92
78.83
83.59
87.69
92.94
95.85
99.02
105.13
111.59
114.99
120.96
96.91
102.32
108.73
108.73
108.73
Gambia, The
GMB
24
24
25.21
26.6
27.72
28.96
30.41
31.75
33.36
34.92
36.95
38.15
40.22
40.23
39.86
40.16
40.24
39.31
39.25
39.38
39.52
39.02
39
39.01
38.39
39.58
39.77
40.76
41.18
41.88
40.72
70.53
71.74
72.41
73.3
73.17
72.38
73.51
73.49
74.07
74.73
75.84
78.52
86.36
88.9
89.47
90.66
93.03
94.47
97.2
95.43
94.01
95.24
94.81
99.54
102.61
97.85
91.54
79.25
75.58
72.81
73.24
73.35
73.35
73.35
Guinea-Bissau
GNB
26.98
26.98
26.97
26.98
27.03
27.03
27.16
27.18
27.14
27.26
27.45
28.08
29.62
30.18
31.04
32.22
33.34
34.98
36.3
37.46
38.47
39.75
40.96
41.65
42.57
43.26
44.4
45.81
47.22
48.3
49.71
56.97
59.17
60.77
60.7
61.83
63.77
65.88
67.06
68.58
69.17
69.91
70.18
75.32
75.07
77.23
79.81
82.59
90.45
90.61
94.99
98.3
100.35
103.88
101.87
98.88
99.25
102.41
98.01
98.97
99.34
100.11
100.94
100.94
100.94
Equatorial Guinea
GNQ
40.49
40.49
42.66
42.42
43.34
45.68
45.22
45.65
46.16
49.85
50.8
51.74
54.24
54.94
55.35
58.13
58.7
59.21
60.93
61.2
61.76
64.81
66.97
67.3
68.74
70.31
71.75
73.43
75.11
76.79
79.27
80.95
82.63
84.31
91.57
92.94
94.18
95.55
96.79
98.56
99.49
100.11
102.27
102.17
107.16
111.27
103.84
101.87
106.01
106.03
115.04
115.6
117.29
87.78
100.25
105.64
94.1
99.23
90.73
98.49
109.8
99.23
86.55
86.55
86.55
Kenya
KEN
21.01
21.01
20.89
19.81
20.99
22
21.86
22.09
23.33
23.67
26.03
27.23
28.14
28.15
28.35
28.47
29.9
35.05
36.58
37.6
35.78
33.55
37.64
40.41
41.79
43.37
46.72
50.94
55.55
55.82
54.88
56.23
55.7
54.75
55.08
55.49
55.55
58.22
58.07
62.92
60.85
66.06
71.77
74.9
81.12
87.22
90.72
95.36
100.31
106.27
106.04
106.79
103.41
104.19
103.41
108.91
87.68
78.8
84.64
104.51
104
103.55
103.71
103.71
103.71
Liberia
LBR
22.93
22.93
23.66
24.4
25.15
25.92
26.67
27.7
29.18
30.31
31.67
32.96
34.05
35.37
36.69
37.15
38.71
39.74
41.14
42.05
43.2
44.83
46.49
47.62
48.7
50.24
51.13
52.53
52.41
52.89
52.47
54.55
54.53
54.96
55.26
55.71
57.32
57.96
58.86
60.16
62.82
63.58
64.51
65.44
66.98
67.82
71.02
74.99
79.13
84.39
90.66
95.45
97.66
95.87
99.01
100.43
100.56
99.79
99.16
101.47
101.59
103.2
104.05
104.05
104.05
Libya
LBY
16.1
16.1
16.58
16.97
18.13
21.6
26.14
23.18
25.16
27.63
30.08
27.91
34.61
33.39
37.42
45.55
48.2
42.19
46.19
53.14
56.78
54.1
62.72
65.79
64.56
65.32
64.55
62.74
65.68
73.47
79.56
79.89
78.4
78.14
82.84
91.82
97.11
94.26
99.31
101.02
94.48
96.31
99.14
99.34
101.48
107.27
109.98
117.62
114.03
122.32
127.86
126.61
126.82
125.99
100.56
104.98
94.46
95.9
108.68
110.85
114.91
118.22
120.54
120.54
120.54
Lesotho
LSO
61.73
61.73
66.76
66.21
56.8
63.65
59.71
66.94
63.25
68.66
77.81
77.34
76.4
80.65
80.9
78.57
70.83
66.06
65.65
74.03
87.27
89.41
94.08
96.69
97.84
95.18
98.68
100.37
95.39
95.11
89.79
62.44
74.1
71.63
73.19
82.12
70.72
80.05
71.88
89.56
95.22
102.38
94.02
90.89
91.98
103.08
88.63
101.43
104.16
92.09
91.44
104.44
104.95
91.35
101.75
99.58
98.67
93.41
93.26
92.79
93.89
92.6
93.82
93.82
93.82
Morocco
MAR
19.74
19.74
18.55
18.09
17.91
19.54
20.79
21.75
23.01
23.68
23.94
24.12
26.03
26.08
25.25
23.42
22.39
24.15
26.08
28.19
29.02
32.69
32.14
30.22
29.73
29.47
33.25
39.39
43.71
49.3
48.44
46.79
47.91
46.44
44.87
46.56
45.06
54.92
52.04
56.61
57.15
58.69
61.81
60.2
61.52
66.09
67.4
70.82
74.13
77.75
84.36
89.36
93.06
92.26
95.99
103.11
100.9
110.9
112.99
115.95
112.63
112.1
104.6
104.6
104.6
Madagascar
MDG
96.56
96.56
100.21
101.43
103.58
95.17
113.87
114.72
117.54
114.74
114.23
109.85
116.75
117.24
117.46
120.83
121.17
99.51
146.28
130.37
134.1
138.05
136.62
135.32
138.4
139.69
142.15
142.68
147.83
148.14
151.06
80.83
82.23
84.68
85.46
87.83
87.34
90.47
89.64
89.49
89.21
82.31
81.66
82.09
83.91
91.02
91.39
93.63
93.07
96.69
96.9
97.65
98.51
98.22
97.76
100.17
102.07
101.28
94.38
95.33
92.98
94.44
94.4
94.4
94.4
Mali
MLI
48.75
48.75
50.44
54
57.16
61.47
64.07
66.97
69.43
73.08
72.77
70.47
59.41
50.38
55.39
63.87
68.77
71.91
78.33
76.99
79.87
84.03
85.28
80.34
79.02
75.83
82.19
81.86
87.17
91.57
99.22
76.76
78.81
80.13
80.78
81.19
80.46
77.69
79.21
80.34
80.6
79.69
84.97
89.96
98.64
107.6
105.71
129.37
129.91
131.77
105.68
109.46
94.62
88.22
92.39
100.27
107.35
109.73
110.96
119.63
131.92
125.88
127.27
127.27
127.27
Mozambique
MOZ
36.42
36.42
37.88
38.92
40.27
42.99
42.93
44.94
47.34
48.16
50.18
52.3
53.57
55.34
56.89
56.85
48.64
51.9
53.27
55.05
56.53
57.85
57.51
57.01
58.53
60.89
58.11
57.23
59.65
60.46
71
61.34
65.17
70.84
73.88
81.49
83.81
84.12
83.51
84.9
85.1
81.95
73.63
65.37
68.64
72.94
61.15
66.9
72.85
75.53
75.13
82.51
95.51
97.97
108.9
94.31
96.78
113.14
122.81
111.27
117.43
132.86
153.35
153.35
153.35
Mauritania
MRT
35.26
35.26
36.34
37.31
38.46
40.01
41.23
42.57
44.88
42.5
42.91
44.71
40.84
37.08
34.33
36.95
40.58
43.29
45.87
46.81
49.28
50.44
49.73
48.87
45.98
48.43
51.72
52.59
53.98
56.87
58.94
57.49
55.19
49.38
51.67
52.61
56.7
59.15
62.86
64.45
72.46
75.12
78.68
80.3
82.27
83.76
83.63
83.64
81.9
83.01
87.81
90
92.89
95.22
95.56
101.31
103.13
101.21
102.92
105.04
106.43
107.69
109.19
109.19
109.19
Mauritius
MUS
15.61
15.61
15.94
17.85
17.44
16.46
15.55
15.76
16.62
15.74
16.41
16.32
17.13
17.79
19.36
21.18
22.87
24.1
18.52
24.03
23.36
22.26
23.48
23.83
22.98
24.12
27.23
30.47
33.78
34.53
37.16
36.67
41.7
44.7
47.79
48.64
50.71
50.74
45.78
58.56
59.51
69.19
73.61
74.8
80.75
78.51
83.22
88.87
90.83
93.2
99.38
100.81
101.73
102.67
101.71
99.87
98.43
101.71
104.25
108.61
100.63
103.38
119.39
119.39
119.39
Malawi
MWI
5.4
5.4
5.63
6.08
6.19
6.25
6.55
7.69
8.08
9.31
9.43
9.18
9.27
9.84
10.53
10.92
11.74
12.57
13.02
12.69
13.46
16.1
16.89
15.66
15.81
13.91
17.48
17.74
17.28
17.22
17.84
20.14
20.51
20.62
19.12
20.12
24.83
22.09
23.49
23.83
27.21
28.98
26.12
27.27
30.23
29.05
32.43
37.91
43.91
48.28
49.48
62.65
73.81
82.16
90.62
101.64
107.74
127.72
162.34
152.58
176.97
175.45
190.08
190.08
190.08
Namibia
NAM
59.75
59.75
59.61
63.84
65.09
65.89
75.85
77.75
79.47
81.36
79.38
81.16
81.17
83.18
85.46
63.63
77.26
85.73
89.73
99.7
110.04
78.83
73.95
75.05
77.91
78.94
82.37
80.3
85.49
91.8
89.13
100.01
95.87
96.67
97.75
92.4
91
72.94
80.76
105.48
131.85
112.18
110.28
115.66
102.81
101.69
99.36
101.29
103.04
103.9
104.38
104.63
106.32
105.93
103.37
97.78
98.85
102.95
96.43
94.46
84.15
84.32
91.27
91.27
91.27
Niger
NER
26.66
26.66
27.16
29.88
31.2
31.98
35.4
39.21
44.23
44.52
46.34
45.95
44.91
38.57
40.18
43.03
43.68
56.69
57.93
55.59
64
66.65
66.62
69.72
56.11
45.76
50.82
54.29
58.16
61.3
65.24
64.04
71.72
75.98
78.46
76.5
88.71
91.45
96.47
101.93
64.56
66.81
67.06
70.88
71.93
79.18
82.93
80.64
81.63
85.41
89.92
89.7
95.03
86.98
89.48
104.17
106.35
111.01
113.52
115.55
122.56
119.28
115.39
115.39
115.39
Nigeria
NGA
17.19
17.19
15.71
15.95
17.6
18.54
18.07
20.08
19.82
23.16
23.85
23.45
21.78
25.79
27.79
27.98
33.58
31.92
34.08
36.88
44.84
42.52
45.88
50.05
51.7
57.97
50.99
52.07
50.34
49.55
50.35
50.04
50.77
55.24
60.22
61.94
63.55
65.9
71.91
75.19
74.71
81.1
85.71
83.38
86.49
87.33
85.91
92.88
95.14
98.7
98.36
95.04
90.28
98.47
99.84
101.97
98.18
100.67
103.97
108.44
111.48
111.54
112.91
112.91
112.91
Rwanda
RWA
10.54
10.54
10.68
11.2
11.14
11.07
11.86
13.12
12.72
13.07
13.86
13.87
14.06
14.86
15.88
18.12
19.03
20.88
22.31
23.14
25.73
26.84
27.5
27.13
26.83
29.31
29.41
28.71
29.89
30.68
30.96
34.18
33.48
32.57
31.1
27.04
29.92
30.94
34.49
38.63
38.92
42.76
44.01
48.28
52.37
54.05
61.31
65.01
71.01
72.29
84.3
86.86
89.91
93.6
94.64
105.23
100.13
102.2
103.6
101.29
99.98
93.91
87.15
87.15
87.15
Sudan
SDN
96.26
96.26
96.26
96.26
96.26
96.26
96.26
96.26
96.26
96.26
96.26
96.26
96.26
96.26
96.26
96.26
96.26
96.26
96.26
96.26
96.26
96.26
96.26
96.26
96.26
96.26
96.26
96.26
96.26
96.26
96.26
96.26
96.26
96.26
96.26
96.26
96.26
96.26
96.26
96.26
96.26
96.26
96.26
96.26
96.26
96.26
96.26
96.26
96.26
96.26
96.26
96.26
96.26
97.49
98.8
99.75
101.45
102.73
103.99
104.78
105.6
105.32
106.37
106.37
106.37
Senegal
SEN
19.28
19.28
20.87
23.02
24.57
25.33
26.88
29.03
29.71
30.98
31.01
31.99
31.78
30.55
28.03
29.98
31.15
32.29
34.1
34.15
32.88
35.71
36.68
35.49
34.89
37.74
43.22
44.1
44.05
45.95
46.7
49.55
48.75
49.81
50.74
49.26
48.72
50.16
49.69
52.71
56.87
57.92
53.35
57.34
57.46
62.27
65.43
61.71
66.74
72.23
75.46
75.71
88.91
98.11
95.35
100.68
103.97
114.5
117.86
120.85
130.59
132.73
144.34
144.34
144.34
Sierra Leone
SLE
18.53
18.53
19.5
20.43
21.1
22.16
22.52
23.41
24.06
24.03
24.02
24.32
24.79
25.62
26.01
26.94
27.56
28.51
29.42
30.56
31.7
33.02
34.43
33.63
32.4
33.09
34.16
35.86
35.86
36.4
37
49.33
53.39
54.98
56.57
53.93
50.75
48.38
48.5
43.59
37.5
25.58
26.42
33.47
39.19
47.96
58.85
60.66
69.83
84.51
92.48
98.95
101.17
101.97
103.46
99.35
97.2
94.16
92.7
96.94
101.25
106.48
101.8
101.8
101.8
Somalia
SOM
47.85
47.85
49.41
51.99
53.8
55.64
57.7
60.7
64.21
64.75
66.5
66.13
67.43
65.97
64.04
69.99
72.46
77.51
79.55
81.92
84.81
85.99
88.08
89.33
89.82
92.41
91.49
98.99
103.75
104.61
97.44
83.16
71.33
78.65
87.17
89.48
92.66
93.45
96.94
91.48
93.77
98.81
100.7
101.79
103.56
107.14
102.01
101.3
98.69
98.42
107.7
108.56
109.95
110.21
100.48
101.42
98.09
97.94
98.08
99.4
100.04
99.67
98.64
98.64
98.64
South Sudan
SSD
96.5
96.5
96.5
96.5
96.5
96.5
96.5
96.5
96.5
96.5
96.5
96.5
96.5
96.5
96.5
96.5
96.5
96.5
96.5
96.5
96.5
96.5
96.5
96.5
96.5
96.5
96.5
96.5
96.5
96.5
96.5
96.5
96.5
96.5
96.5
96.5
96.5
96.5
96.5
96.5
96.5
96.5
96.5
96.5
96.5
96.5
96.5
96.5
96.5
96.5
96.5
96.5
96.5
97.29
98.5
99.03
102.47
102.74
102.39
112.65
104.82
115.1
113.15
113.15
113.15
Sao Tome and Principe
STP
31.52
31.52
33.91
36.23
27.08
24.91
25.59
24.97
31.31
26.77
24.86
28.35
23.41
30.79
21.99
26.03
33.31
28.21
28.48
27.32
27.5
30.64
32.03
32.82
33.95
35.06
35.26
36.47
36.53
37.44
37.64
53.65
62.74
60.65
60.94
61.29
66.16
68.49
70.58
74.07
80.74
83.78
87.08
89.78
90.57
93.23
89.83
99.35
96.22
102.45
104.8
83.93
85.55
87.26
100.61
99.81
99.58
108.25
104.18
105.62
102.98
107.87
108.04
108.04
108.04
Eswatini
SWZ
60.44
60.44
66.49
65.63
67.45
61.42
66.86
67.64
63.3
62.38
68.53
71.02
79.87
78.58
77.88
79.71
84.06
77.8
86.45
90.43
93.21
86.99
89.42
94.68
79.24
84.54
89.7
96.24
80.37
81.95
77.33
87.84
95.33
100.18
93.08
92.65
90.39
73.66
73.45
68.23
80.14
73.05
86.64
87.01
80.95
91.79
96.47
93.31
96.63
98.09
99.67
102.44
105.22
105.11
100.82
100.74
98.43
99.22
98.97
99.45
99.95
100.3
100.16
100.16
100.16
Seychelles
SYC
23.67
23.67
22.69
25.11
25.29
26.38
28.9
29.52
31.54
32.89
36.72
40.98
50.42
55.8
63.17
66.62
70.89
65.66
71.25
79.56
93.93
101.42
84.36
95.27
105.82
116.76
125.26
120.19
117.09
143.06
144.15
143.87
145.08
153.07
170.67
198.84
181.21
214.9
194.33
195.81
181
150.46
147.75
148.61
124.74
116.92
107.54
121.48
119.16
109.64
112.88
128.24
94.29
85.51
94.89
97.32
107.79
81.34
115.53
135.25
152.11
191.65
189.71
189.71
189.71
Chad
TCD
8.34
8.34
9.06
9.41
9.55
9.97
9.62
10.21
10.49
9.25
9.53
9.45
9.6
8.5
8.29
8.66
12.69
13.53
14.2
14.92
15.67
16.44
17.26
18.11
18.52
19.48
20.49
21.58
22.73
23.97
25.24
26.76
28.18
29.58
31.27
33
34.91
37.07
39.09
41.26
43.52
45.95
48.49
51.2
54.06
57.07
60.25
63.73
67.43
71.34
75.78
79.58
84.08
88.83
94.91
100.11
104.97
111.6
117.15
123.38
129.9
136
145.44
145.44
145.44
Togo
TGO
24.41
24.41
25
26.59
26.39
27.62
28.22
28.47
29.53
28.73
29.74
28.59
32.17
32.61
33.96
35.76
36.22
36.14
37.39
35.74
31.94
32.49
35.65
34.37
37.03
38.81
45.86
47.73
55.33
56.57
61.28
58.94
55.03
54.64
53.38
47.84
52.55
60.19
63.78
67.32
72.59
75.3
77.47
80.93
84.82
93.35
96.69
99.79
107.36
117.93
104.43
105.71
102.46
109.9
93.89
97.98
108.13
114.55
119.09
123.96
117.02
125.79
142.92
142.92
142.92
Tunisia
TUN
17.06
17.06
16.56
16.6
17.74
19.08
21.08
21.22
19.7
19.75
18.29
19.45
21.33
23.8
24.5
27.3
30.43
31.85
29.5
24.22
27.69
29.99
30.24
33.35
33.8
38.86
40.67
42.7
44.55
44.62
45.34
45.58
47.38
50.56
52.68
55.24
57.73
60.48
65.42
71.06
74.35
77.08
78.64
74.3
73.9
76.19
76.12
81.48
81.48
80.7
83.91
83.67
88.59
91.26
96.76
101.18
102.06
101.75
98.68
98.93
101.72
104.96
104.46
104.46
104.46
Tanzania
TZA
18.22
18.22
18.37
19.22
19.25
19.82
21.64
22.45
22.7
23.29
24.34
25.17
23.56
22.82
23.72
24.82
25.97
27.85
28.55
28.84
28.13
29.96
31.17
31.82
33.03
34.97
36.38
37.08
39.29
40.74
41.85
45.8
47.23
49.07
48.92
54.21
47.67
48.19
49.73
58.07
48.41
51.07
52.85
54.86
57.56
62.89
64.1
61.54
67.25
69.62
77.77
84.38
89.94
93
97.04
100.89
102.07
102.53
119.83
123.32
131.14
136.97
145.47
145.47
145.47
Uganda
UGA
20.37
20.37
19.27
19.14
19.09
19.34
19.92
20.63
20.87
21.97
23.43
23.86
24.61
25.59
26.34
27.28
27.68
29.72
32.56
33.12
30.88
30.92
31.71
32.27
33.13
34.12
29.21
28.51
30.4
34.3
38.89
43.44
44.39
46.29
44.77
45.82
46.57
47.26
49.08
50.61
51.91
53.88
61.18
70.08
73.7
77.6
79.97
84.56
85.6
87.48
90.35
93.46
95.67
97.81
97.77
99.3
102.93
102.31
112.05
106.78
98.97
99.68
99.02
99.02
99.02
South Africa
ZAF
34.65
34.65
34.97
35.41
35.4
38.67
39.01
37.57
38.58
41.17
40.16
39.63
42.55
41.83
40.66
42.89
43.76
45.29
46.82
49.49
48.03
45.55
49.51
51
51.56
51.74
49.06
49.56
48.63
48.84
55.25
59.32
58.65
55.59
50.53
50.07
49.63
62.17
51.77
55.77
56.85
58.3
58.99
61.91
64.66
68.63
73.1
77.67
80.3
80.86
86.92
85.3
87.19
93.51
98.36
101.47
100.17
95.64
98.07
102.95
104.49
104.22
103.24
103.24
103.24
Zambia
ZMB
12.47
12.47
12.45
12.81
13.41
14.06
14.88
15.42
16.37
16.52
17.23
16.81
17.87
18.63
19.01
20.98
22.77
23.02
22.8
22.94
23.76
23.55
24.79
23.18
21.8
23.77
24.3
24.92
25.57
26.44
33.77
44.64
44.54
45.01
42.56
41.79
41.36
42.16
44.28
46.87
47.82
49.9
52.61
53.02
52.08
53.66
52.48
54.49
62.51
77.69
89.54
90.86
96.75
107.1
111.29
94.51
94.2
113.28
106.75
109.31
105.97
110.04
109.06
109.06
109.06
Zimbabwe
ZWE
12.53
12.53
12.61
12.77
12.5
12.85
14.8
13.35
14.31
15.26
16.97
20.17
23.31
25.08
20.89
20.65
23.06
24.84
24.18
22.07
19.07
17.81
19.23
19.69
21.11
20.7
19.68
21.95
21.67
21.14
22.91
82.82
92.19
67.08
69.3
72.29
86.52
86.32
92.48
97.53
100.53
99.49
91.17
88.62
87.16
90.04
86.11
88.69
89.72
96.05
105.58
110.26
112.63
113.02
93.85
102.3
103.85
101.98
102.21
106.68
105.66
116.02
119.62
119.62
119.62

Africa Livestock production index (2014-2016 = 100) Dataset

Overview

This dataset contains livestock production index (2014-2016 = 100) data for African countries from the World Bank.

Data Details

  • Indicator Code: AG.PRD.LVSK.XD
  • Description: Livestock production index (2014-2016 = 100)
  • Geographic Coverage: 54 African countries
  • Time Period: 1961-2022
  • Data Points: 3,182 observations
  • Coverage: 90.66% of possible country-year combinations

File Formats

Main Dataset (ag_prd_lvsk_xd_africa.csv)

  • Rows: 54 countries
  • Columns: 65 years (1960-2024)
  • Structure: Countries as rows, years as columns
  • Missing Value Treatment: Interpolation → Forward Fill → Backward Fill
  • Use Case: Cross-sectional analysis, heatmaps, correlation analysis

Data Quality

Coverage Statistics

  • Total Observations: 3,182
  • Possible Observations: 3,510
  • Coverage Rate: 90.66%

Countries with No Data

0 countries have no observations: None

Usage Examples

Python

import pandas as pd

# Load main dataset
df = pd.read_csv('ag_prd_lvsk_xd_africa.csv', index_col=[0, 1])

R

# Load main dataset
df <- read.csv('ag_prd_lvsk_xd_africa.csv', row.names=c(1,2))

Source

World Bank Open Data - Livestock production index (2014-2016 = 100)

  • Original File: API_AG.PRD.LVSK.XD_DS2_en_excel_v2_20522.xls
  • Processed: 2025-08-24

License

This dataset is derived from World Bank Open Data and is available under the Creative Commons Attribution 4.0 International License.

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