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Datasets:
electricsheepafrica
/
africa-synth-governance-decentralization-fiscal-transfers-all

Tasks:
Tabular Classification
Tabular Regression
Modalities:
Tabular
Text
Formats:
csv
Languages:
English
Size:
100K - 1M
Tags:
africa
electric-sheep-africa
open-data
metadata-backed
governance-security
csv
Libraries:
Datasets
Dask
Polars
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country
stringclasses
12 values
year
int64
2k
2.02k
scenario
stringclasses
3 values
tiers_of_government
int64
2
4
subnational_units
int64
9
260
subnational_revenue_pct_total
float64
1
75
own_source_revenue_pct
float64
0.5
61.9
intergovernmental_transfers_pct_gdp
float64
0.2
15
unconditional_transfers_pct
float64
5
95
conditional_transfers_pct
float64
5
95
subnational_expenditure_pct_total
float64
1
80
expenditure_autonomy_score
float64
5
95
revenue_autonomy_score
float64
3
74.7
local_government_capacity_score
float64
5
90
vertical_fiscal_imbalance_pct
float64
58.4
99
transfer_dependency_ratio
float64
35.5
98
fiscal_decentralization_index
float64
0.05
0.81
effective_devolution_index
float64
0.05
0.79
horizontal_equalization_index
float64
5
93.7
performance_based_transfer_share
float64
0
77
own_source_tax_effort_index
float64
5
120
borrowing_autonomy_score
float64
2
66.3
capital_expenditure_pct
float64
5
60
decentralization_class
stringclasses
5 values
constitutional_transfer_floor_pct
float64
5
42
Kenya
2,009
baseline
2
47
18.52
8.91
6.55
55.94
44.06
16.95
41.69
25.74
44.75
98.35
93.64
0.4153
0.3136
5
18.68
10.25
14.99
35.56
moderately_decentralized
15
Kenya
2,019
baseline
2
47
20.08
8.32
6.04
77.27
22.73
21.19
44.46
13.29
47.57
98.33
88.16
0.3881
0.2998
14.39
45.34
8.4
2
31.53
moderately_decentralized
15
Kenya
2,016
baseline
2
47
29.71
10.49
6.98
68.15
31.85
29.43
50.96
30.72
54.06
96.88
81.09
0.5004
0.4015
22.92
33.94
19.95
16.48
39.45
highly_decentralized
15
Kenya
2,009
baseline
2
47
19.79
10.43
6.01
72.26
27.74
20.83
42.18
18.3
45.23
97.94
85.36
0.4137
0.301
25.22
39.08
16.74
2.13
31.28
moderately_decentralized
15
Kenya
2,017
baseline
2
47
27.96
12.73
5.63
55.2
44.8
26.22
52.46
34.25
55.57
96.44
77.42
0.5045
0.4118
23.88
17.75
30.58
27.93
28.68
highly_decentralized
15
Kenya
2,010
baseline
2
47
19.7
10.12
3.46
71.12
28.88
18.71
50.83
17.45
53.89
98.01
91.3
0.4315
0.3376
36.94
37.65
18.33
2
11.32
moderately_decentralized
15
Kenya
2,016
baseline
2
47
27.6
12.9
4.28
57.98
42.02
27.01
55.27
32.91
58.37
96.44
88.6
0.4751
0.42
35.1
21.22
32.56
22.85
18.01
moderately_decentralized
15
Kenya
2,004
baseline
2
47
25.66
9.71
5.52
70.27
29.73
23.81
48.81
19
51.83
97.51
79.6
0.3985
0.3502
5
36.58
15.93
2
27.71
moderately_decentralized
15
Kenya
2,011
baseline
2
47
18.4
7.54
5.53
69.54
30.46
18.3
40.17
16.07
43.24
98.61
95.6
0.3855
0.2823
5.84
35.67
5
2
27.35
moderately_decentralized
15
Kenya
2,009
baseline
2
47
22.06
12.63
5.44
72.63
27.37
23.41
29.29
21.44
32.34
97.21
89.82
0.3438
0.2577
49.8
39.54
20.49
7.58
26.06
moderately_centralized
15
Kenya
2,010
baseline
2
47
27.39
9.32
6.15
53
47
26.8
50.23
23.65
53.29
97.45
80.91
0.4186
0.3734
14.19
15
14.6
7.08
32.83
moderately_decentralized
15
Kenya
2,013
baseline
2
47
26
14.14
5.69
68.97
31.03
23.73
41.47
32.1
44.55
96.32
74.51
0.4205
0.351
15.26
34.96
31.84
19.46
28.63
moderately_decentralized
15
Kenya
2,013
baseline
2
47
22.49
10.6
4.21
63.23
36.77
23.64
49.73
24.14
52.81
97.62
89.92
0.4371
0.3578
11.36
27.79
20.05
8.96
17.25
moderately_decentralized
15
Kenya
2,015
baseline
2
47
29.04
9.05
6.03
60.23
39.77
27.84
57.52
36.86
60.61
97.37
86.61
0.509
0.4443
52.58
24.04
15.51
33.12
32.17
highly_decentralized
15
Kenya
2,023
baseline
2
47
24.43
13.64
6.01
61.79
38.21
22.19
60.97
38.86
64.11
96.67
86.63
0.5152
0.4511
37.06
25.99
38.47
34.05
32.13
highly_decentralized
15
Kenya
2,002
baseline
2
47
25.68
12.04
5.39
59.68
40.32
25.02
55.73
30.09
58.74
96.91
80.88
0.4956
0.4091
32.83
23.35
28.98
14.19
27.02
moderately_decentralized
15
Kenya
2,018
baseline
2
47
18.23
12.16
6.64
70.41
29.59
19.07
34.25
20.39
37.36
97.78
91.38
0.3507
0.266
31.42
36.76
20.6
3.16
35.87
moderately_decentralized
15
Kenya
2,015
baseline
2
47
31.41
11.13
6.56
44.08
55.92
33.79
60.56
31.22
63.65
96.5
90.86
0.4937
0.451
28.52
3.84
26.37
24.33
36.59
moderately_decentralized
15
Kenya
2,015
baseline
2
47
22.71
7.55
5.06
72.79
27.21
25.01
39.24
12.2
42.33
98.29
85.68
0.3627
0.2814
30.05
39.74
5
2
23.48
moderately_decentralized
15
Kenya
2,008
baseline
2
47
27.56
7.47
6.82
81.32
18.68
26.83
56.18
32.57
59.23
97.94
93.82
0.4874
0.423
14.61
50.4
7.86
23.1
38.45
moderately_decentralized
15
Kenya
2,023
baseline
2
47
20.13
13.18
5.62
83.32
16.68
21.16
54.52
29.28
57.65
97.35
73.98
0.4667
0.3852
23.39
52.9
33.43
19.23
28.68
moderately_decentralized
15
Kenya
2,023
baseline
2
47
26.37
8.56
6.22
70.69
29.31
27.08
50.58
26.66
53.72
97.74
87.49
0.4506
0.3797
52.5
37.11
11.12
13.5
33.25
moderately_decentralized
15
Kenya
2,023
baseline
2
47
23.59
9.48
6.61
62.25
37.75
23.95
39.11
12.88
42.24
97.76
91.22
0.3845
0.2852
54.1
26.57
11.6
2
35.85
moderately_decentralized
15
Kenya
2,011
baseline
2
47
21.57
13.21
5.65
61.82
38.18
23.49
47.86
27.16
50.92
97.15
90.55
0.4315
0.3541
53.9
26.02
30.8
10.68
28.71
moderately_decentralized
15
Kenya
2,020
baseline
2
47
25.71
6.8
6.11
55.82
44.18
24.78
59.91
30
63.03
98.25
94.27
0.4949
0.428
46.05
18.52
5.45
17.19
32.88
moderately_decentralized
15
Kenya
2,000
baseline
2
47
19.98
11.46
5.37
68.47
31.53
19.86
40.3
27.78
43.3
97.71
76.65
0.4225
0.3167
36.26
34.34
20.42
18.63
26.09
moderately_decentralized
15
Kenya
2,011
baseline
2
47
18.5
6.79
3.89
60.24
39.76
19.29
34.37
13.08
37.44
98.74
80.52
0.3632
0.249
39.53
24.05
5
2
13.94
moderately_decentralized
15
Kenya
2,012
baseline
2
47
20.56
12.16
5.81
52.23
47.77
23.29
41.44
26.24
44.51
97.5
88.94
0.3973
0.3199
39.7
14.04
23.62
17.47
29.59
moderately_decentralized
15
Kenya
2,015
baseline
2
47
22.92
8.13
4.43
87.9
12.1
25.85
60.32
29.81
63.41
98.14
81.04
0.4818
0.4209
59.87
58.63
11.94
14.49
19.53
moderately_decentralized
15
Kenya
2,008
baseline
2
47
19.75
11.26
4.59
61.22
38.78
20.84
43.6
24.07
46.64
97.78
76.19
0.4123
0.3217
30.47
25.28
20.75
14.94
19.96
moderately_decentralized
15
Kenya
2,017
baseline
2
47
18.03
6.31
5.43
68.56
31.44
20.5
38.97
20.44
42.08
98.86
86.5
0.3981
0.2868
38.6
34.45
5
8.7
26.43
moderately_decentralized
15
Kenya
2,014
baseline
2
47
25.07
7.57
5.49
70.79
29.21
26.15
53.54
25.89
56.62
98.1
96.57
0.4702
0.387
22.79
37.24
7.57
9.84
27.62
moderately_decentralized
15
Kenya
2,008
baseline
2
47
31.3
11.48
6.14
62.29
37.71
34.52
63.63
29.67
66.68
96.41
83.18
0.4948
0.4605
24.84
26.61
29.34
17.37
33.39
moderately_decentralized
15
Kenya
2,000
baseline
2
47
32.2
15.65
6.17
57.3
42.7
33.15
53.79
42.73
56.79
94.96
85.24
0.5374
0.4515
72.95
20.38
44.71
27.72
33.23
highly_decentralized
15
Kenya
2,021
baseline
2
47
21.15
6.37
4.98
75.77
24.23
21.81
35.72
18.17
38.85
98.65
93.27
0.3975
0.2759
38.56
43.46
5
3.24
22.65
moderately_decentralized
15
Kenya
2,008
baseline
2
47
13.83
9.12
4.93
77.19
22.81
13.84
43.56
21.34
46.61
98.74
77.93
0.4309
0.2969
56.08
45.23
11.68
6.48
22.72
moderately_decentralized
15
Kenya
2,002
baseline
2
47
22.58
14.76
5.86
69.71
30.29
23.29
48.69
23.4
51.7
96.67
72.57
0.4313
0.3513
22.74
35.88
38.1
10.14
30.41
moderately_decentralized
15
Kenya
2,004
baseline
2
47
18.25
8.12
4.71
70.34
29.66
17.72
32.7
18.17
35.72
98.52
88.48
0.3337
0.2534
15.78
36.68
5
3.59
20.45
moderately_centralized
15
Kenya
2,005
baseline
2
47
22.52
4.67
7.08
68.48
31.52
20.57
32.33
24.7
35.36
98.95
98
0.3265
0.2809
59.8
34.35
5
10.87
39.39
moderately_centralized
15
Kenya
2,002
baseline
2
47
22.1
4.75
7.99
60.56
39.44
24.5
54.44
25.16
57.45
98.95
83.59
0.4739
0.3802
27.7
24.45
5
14.09
47.8
moderately_decentralized
15
Kenya
2,016
baseline
2
47
21.62
9.98
5.74
64.78
35.22
24.56
58.09
17.25
61.19
97.84
87.83
0.4566
0.3756
38.89
29.73
20.06
2
29.87
moderately_decentralized
15
Kenya
2,016
baseline
2
47
15.47
10.87
4.34
56.28
43.72
17.3
40.31
15.15
43.41
98.32
84.4
0.356
0.2719
22.72
19.1
17.79
2
17.76
moderately_decentralized
15
Kenya
2,014
baseline
2
47
18.23
13.37
4.76
78.68
21.32
16.86
36.71
23.26
39.79
97.56
85.99
0.4067
0.2842
31.01
47.11
26.5
6.64
20.99
moderately_decentralized
15
Kenya
2,005
baseline
2
47
25.36
11.48
4.86
63.26
36.74
26.88
46.41
32.98
49.44
97.09
83.13
0.4587
0.3734
15.95
27.83
22.78
26.71
22.29
moderately_decentralized
15
Kenya
2,009
baseline
2
47
25.96
7.65
6.24
53.76
46.24
28.96
55.95
28.03
59.01
98.01
88.05
0.4573
0.4058
9.38
15.94
8.63
13.56
33.81
moderately_decentralized
15
Kenya
2,020
baseline
2
47
17.18
7.34
5.99
73.45
26.55
19.45
34.93
16.91
38.05
98.74
84.72
0.3487
0.2572
30.33
40.56
5
2.78
30.7
moderately_centralized
15
Kenya
2,012
baseline
2
47
24.6
11.18
5.72
64.15
35.85
22.84
49.11
27.39
52.18
97.25
87.5
0.4101
0.3694
14.71
28.93
22.39
12.67
29.27
moderately_decentralized
15
Kenya
2,011
baseline
2
47
24.75
9.23
6.28
53.16
46.84
28.28
53.74
27.72
56.81
97.71
87.41
0.4659
0.3915
17.91
15.2
15.26
17.16
34.04
moderately_decentralized
15
Kenya
2,010
baseline
2
47
20.38
13
6.93
70.7
29.3
19.29
45.52
21.81
48.58
97.35
85.41
0.4211
0.3266
47.72
37.13
28.88
10.99
38.82
moderately_decentralized
15
Kenya
2,022
baseline
2
47
22.62
9.95
6.29
60.77
39.23
25.04
38.04
19.76
41.17
97.75
83.44
0.3824
0.2947
39.47
24.71
13.18
7.21
33.25
moderately_decentralized
15
Kenya
2,016
baseline
2
47
19.97
15.37
4.67
69.09
30.91
19.9
51.8
27.33
54.9
96.93
72.06
0.4449
0.3675
43.33
35.12
42.21
16.95
21.03
moderately_decentralized
15
Kenya
2,022
baseline
2
47
27.09
9.8
3.75
72.52
27.48
25.72
46.21
23.08
49.34
97.34
93.75
0.4284
0.3532
43.99
39.4
15.25
11.75
13.28
moderately_decentralized
15
Kenya
2,011
baseline
2
47
22.35
12.15
6.41
50.55
49.45
21.22
56.37
29.5
59.43
97.29
89.19
0.4457
0.4006
27.52
11.94
29.61
16.49
35.15
moderately_decentralized
15
Kenya
2,015
baseline
2
47
16.68
6.88
5.36
67.87
32.13
16.39
32.34
12.57
35.43
98.85
97.24
0.336
0.2332
56.32
33.58
5
2
25.54
moderately_centralized
15
Kenya
2,001
baseline
2
47
27.46
10.21
4.69
62.75
37.25
30.29
60.8
24.51
63.8
97.2
90.25
0.4748
0.4232
14.64
27.19
22.26
9.34
21.69
moderately_decentralized
15
Kenya
2,016
baseline
2
47
21.58
9.43
7.18
71.46
28.54
21.01
39.4
23.11
42.49
97.97
79.64
0.4022
0.306
21.8
38.07
11.57
7.78
40.47
moderately_decentralized
15
Kenya
2,009
baseline
2
47
16.9
8.68
5.3
62.54
37.46
19
45.72
24.56
48.77
98.53
90.75
0.4287
0.3239
34.57
26.93
10.45
12.44
25.77
moderately_decentralized
15
Kenya
2,023
baseline
2
47
16.53
6.91
4.51
63.93
36.07
15.21
28.12
14.42
31.26
98.86
85.97
0.3212
0.2185
8.64
28.66
5
2
18.45
moderately_centralized
15
Kenya
2,007
baseline
2
47
30.73
10.63
6.59
51.87
48.13
28.13
62.48
39.39
65.53
96.73
88.01
0.5105
0.4779
24.03
13.58
24.77
38.74
36.97
highly_decentralized
15
Kenya
2,007
baseline
2
47
22.09
8.6
4.39
78.84
21.16
23.81
32.51
26.15
35.55
98.1
89.6
0.4205
0.284
37.82
47.3
6.33
16.4
17.82
moderately_decentralized
15
Kenya
2,003
baseline
2
47
23.88
10.44
6.93
71.15
28.85
25.25
51.48
28.36
54.5
97.51
90.66
0.4546
0.3803
5
37.68
20.1
12.57
39.18
moderately_decentralized
15
Kenya
2,012
baseline
2
47
26.48
8.08
6.28
64.8
35.2
24.23
35.18
24.71
38.25
97.86
82.73
0.3856
0.3056
49.29
29.76
5
12.6
33.04
moderately_decentralized
15
Kenya
2,004
baseline
2
47
18.53
3.82
5.32
72.13
27.87
19.57
37
8.1
40.03
99
82.11
0.3644
0.2484
34.36
38.91
5
2
25.54
moderately_decentralized
15
Kenya
2,014
baseline
2
47
27.36
10.77
5.71
66.09
33.91
25.11
65.18
33.86
68.27
97.05
82.4
0.5131
0.4662
15.69
31.37
26.33
19.58
29.96
highly_decentralized
15
Kenya
2,023
baseline
2
47
25.56
10.12
6.2
65.13
34.87
24.76
38.19
26.86
41.33
97.41
88.31
0.4268
0.322
5.7
30.16
13.88
10.75
32.48
moderately_decentralized
15
Kenya
2,016
baseline
2
47
14.86
6.55
5.52
63.97
36.03
15.54
42.9
17.09
45.99
99
97.37
0.3543
0.2865
34.2
28.72
5
4.05
27.36
moderately_decentralized
15
Kenya
2,000
baseline
2
47
19.17
5.15
4.43
71
29
18.16
33.46
16.8
36.46
99
94.66
0.3348
0.2561
28.77
37.5
5
2
18.27
moderately_centralized
15
Kenya
2,002
baseline
2
47
22.7
11.13
3.44
51.56
48.44
25.75
40.7
24.57
43.72
97.47
77.42
0.4074
0.3187
9.54
13.2
19.2
11.27
10.66
moderately_decentralized
15
Kenya
2,018
baseline
2
47
18.91
6.24
7.37
65.72
34.28
18.68
35.99
24.91
39.1
98.82
95.59
0.355
0.2872
19.18
30.9
5
16.93
41.76
moderately_decentralized
15
Kenya
2,013
baseline
2
47
27.55
11.44
5.47
54.58
45.42
29.99
57.3
31.69
60.37
96.85
92.28
0.5004
0.4259
27.12
16.97
26.63
22.34
27.72
highly_decentralized
15
Kenya
2,006
baseline
2
47
19.47
14.48
5.21
60.98
39.02
20.4
38.88
23.01
41.91
97.18
86.73
0.3796
0.2969
28.16
24.97
32.07
6.64
24.72
moderately_decentralized
15
Kenya
2,016
baseline
2
47
24.23
13.38
5.45
63.09
36.91
26.96
63.35
39.93
66.45
96.76
81.61
0.5507
0.4638
18.2
27.62
38.37
36.08
27.83
highly_decentralized
15
Kenya
2,005
baseline
2
47
24.39
14.81
5.38
72.78
27.22
24.91
50.48
33.47
53.51
96.39
82.21
0.4593
0.3901
47.32
39.72
39.16
22.47
26.65
moderately_decentralized
15
Kenya
2,014
baseline
2
47
22.58
9.59
5.15
70.49
29.51
24.39
37.61
23.39
40.69
97.83
77.78
0.3985
0.3016
74.52
36.87
11.7
8.07
24.16
moderately_decentralized
15
Kenya
2,023
baseline
2
47
26.61
7.88
5.89
70.56
29.44
30.02
49
26.49
52.13
97.9
82.12
0.4389
0.3728
29.6
36.95
7.65
12.12
30.54
moderately_decentralized
15
Kenya
2,005
baseline
2
47
30.77
18.54
6.9
57.93
42.07
32.58
62.62
33.06
65.65
94.29
73.78
0.549
0.4628
16.26
21.16
63.29
29.7
39.42
highly_decentralized
15
Kenya
2,017
baseline
2
47
18.32
6.11
4.6
66.39
33.61
17.05
34.89
12.74
38
98.88
85.88
0.3191
0.25
12.61
31.74
5
2
19.61
moderately_centralized
15
Kenya
2,017
baseline
2
47
27.47
17.05
5.98
60.27
39.73
29.09
44.66
30.87
47.76
95.32
71.7
0.4422
0.3668
42.16
24.09
45.68
18.34
31.09
moderately_decentralized
15
Kenya
2,022
baseline
2
47
16.9
6.65
5.18
67.62
32.38
18.8
38.59
19.18
41.72
98.88
90.03
0.3539
0.2786
19.64
33.27
5
5.66
24.36
moderately_decentralized
15
Kenya
2,009
baseline
2
47
22.73
4.44
4.73
68.34
31.66
25.54
42.6
28.86
45.65
98.99
96.34
0.4118
0.3381
12.03
34.18
5
20.29
21.04
moderately_decentralized
15
Kenya
2,008
baseline
2
47
23.33
12.18
3.6
61.62
38.38
25.95
43.88
23.24
46.93
97.16
91.83
0.3872
0.3316
18.14
25.77
24.73
6.44
12.06
moderately_decentralized
15
Kenya
2,014
baseline
2
47
24.49
9.11
5.06
64.49
35.51
23.15
41.1
20.35
44.18
97.77
93
0.3954
0.3154
14.3
29.37
10.81
5.35
23.63
moderately_decentralized
15
Kenya
2,007
baseline
2
47
27.05
12.5
5.56
55.64
44.36
28.71
47.34
20.99
50.38
96.62
80.2
0.4514
0.3527
27.78
18.29
27.53
8.92
27.94
moderately_decentralized
15
Kenya
2,007
baseline
2
47
23.76
9.53
5.43
58.06
41.94
23.14
47.39
25.49
50.44
97.74
88.89
0.4488
0.3544
8.94
21.33
14.64
16.51
26.94
moderately_decentralized
15
Kenya
2,014
baseline
2
47
18.69
6.23
2.99
71.82
28.18
20.97
38.98
21.44
42.07
98.83
81.64
0.4013
0.2912
7.24
38.52
5
10.51
6.96
moderately_decentralized
15
Kenya
2,011
baseline
2
47
22.9
15.24
5.09
54.12
45.88
26.21
47.8
33.47
50.87
96.51
85
0.4409
0.3736
14.33
16.4
39.65
19.04
24.21
moderately_decentralized
15
Kenya
2,000
baseline
2
47
29.01
14.7
4.98
64.28
35.72
28.29
51.59
34.65
54.59
95.74
84.98
0.4703
0.4118
34.04
29.1
39.27
31.29
23.53
moderately_decentralized
15
Kenya
2,006
baseline
2
47
21.69
9.59
5.52
61.88
38.12
20.65
44.86
26.62
47.89
97.92
77.26
0.4071
0.3395
20.51
26.1
14.12
10.55
27.5
moderately_decentralized
15
Kenya
2,020
baseline
2
47
21.93
10.57
6.01
69.76
30.24
22.72
56.18
23.36
59.3
97.68
91
0.481
0.3833
34.51
35.95
22.1
8.3
31.91
moderately_decentralized
15
Kenya
2,014
baseline
2
47
28.66
13.36
7.56
55.63
44.37
27.41
53.91
31.31
57
96.17
87.29
0.4739
0.413
35.19
18.29
34.11
22.09
44.24
moderately_decentralized
15
Kenya
2,000
baseline
2
47
16.68
5.16
5.31
67.25
32.75
17.85
37.54
23.7
40.54
99
91.31
0.3819
0.2842
6.15
32.81
5
15.19
25.5
moderately_decentralized
15
Kenya
2,018
baseline
2
47
21.16
16.86
5.67
63.42
36.58
23.77
42.71
28.81
45.82
96.43
77.71
0.4256
0.3339
21.99
28.03
43.75
14.86
28.51
moderately_decentralized
15
Kenya
2,006
baseline
2
47
20.81
8.93
5.23
79.22
20.78
22.31
53.03
22.85
56.07
98.14
94.52
0.4458
0.3643
24.49
47.78
13.73
12.12
25.59
moderately_decentralized
15
Kenya
2,017
baseline
2
47
25.2
13.74
5.89
65.56
34.44
22.73
44.08
24.79
47.18
96.54
86.31
0.4629
0.3421
8.21
30.7
31.3
12.11
30.35
moderately_decentralized
15
Kenya
2,011
baseline
2
47
25.15
13.16
5.65
61.23
38.77
25.85
48.31
41.82
51.37
96.69
83.75
0.4697
0.4035
15.85
25.29
30.8
33.38
28.65
moderately_decentralized
15
Kenya
2,024
baseline
2
47
21.88
7.89
6.58
65.67
34.33
23.37
58.1
25.22
61.25
98.27
84.11
0.4645
0.3964
47.44
30.84
10.11
16.39
36.5
moderately_decentralized
15
Kenya
2,014
baseline
2
47
19.59
7.27
5.32
70.83
29.17
19.91
47.99
28.14
51.08
98.58
94.96
0.4182
0.3512
28.16
37.29
5
19.88
25.99
moderately_decentralized
15
Kenya
2,009
baseline
2
47
22.59
8.63
4.36
60.78
39.22
22.75
44.11
30.68
47.16
98.05
78.28
0.4121
0.3491
46.35
24.72
9.79
21.28
18.16
moderately_decentralized
15
Kenya
2,001
baseline
2
47
24.74
8.34
6.32
69.35
30.65
24.5
45.29
31.55
48.3
97.94
89.17
0.4598
0.3629
43.16
35.44
9
26.51
34
moderately_decentralized
15
Kenya
2,023
baseline
2
47
22.6
10.81
5.96
67.69
32.31
21.41
42.67
25.31
45.81
97.56
88.2
0.4436
0.3294
11.89
33.36
18.28
9.39
30.82
moderately_decentralized
15
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African Decentralization and Fiscal Transfers | Africa (Electric Sheep Africa metadata inventory)

Size category: 100K<n<1M - Formats: csv - Sector: governance_security - Engineered by Electric Sheep Africa

size sector downloads license

TL;DR

This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.

What This Dataset Covers

Public datasets help analysts inspect structured evidence, build reproducible workflows, and compare patterns across domains.

Dataset context from the existing Hugging Face card: ⚠️ Synthetic dataset — Parameterized from published SSA literature, not real observations. Not suitable for empirical analysis or policy inference. African Decentralization and Fiscal Transfers Synthetic dataset modeling fiscal decentralization patterns across 12 Sub-Saharan African countries under three counterfactual scenarios. Parameters are calibrated against published literature on intergovernmental fiscal relations in the region. Dataset Description… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-governance-decentralization-fiscal-transfers-all.

Dataset Profile

Field Value
Hugging Face repo electricsheepafrica/africa-synth-governance-decentralization-fiscal-transfers-all
Sector governance_security
Topic tags governance, decentralization, fiscal-transfers, sub-saharan-africa, synthetic, lmic, local-government, public-finance, intergovernmental-relations, fiscal-federalism
Modalities tabular, text
Formats csv
Size category 100K<n<1M
Countries Africa-wide or source-defined African coverage
ISO3 coverage not declared
Last modified on HF 2026-04-14 22:58:15+00:00
Inventory snapshot 2026-07-16T16:00:34Z

How To Read This Dataset

  • Start from the repository files and the dataset viewer when available.
  • Treat the README context as a fast orientation layer; confirm variable definitions and units in the data files before modeling.
  • Use explicit country columns when present. When geography is only implied by the title or source metadata, document that assumption in downstream analysis.
  • Preserve missing values until you have a defensible imputation rule.

Usage 

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-synth-governance-decentralization-fiscal-transfers-all")
print(ds)

split_name = next(iter(ds))
table = ds[split_name]
print(table.features)
print(table[:3])

Convert To Pandas When Tabular 

from datasets import Dataset

first_split = ds[next(iter(ds))]
if isinstance(first_split, Dataset):
    df = first_split.to_pandas()
    print(df.head())

Data Quality Notes

  • This card was standardized from the Electric Sheep Africa Hugging Face metadata inventory.
  • Exact schema, row counts, and source files should be inspected in the repository data files.
  • Metadata gaps from the inventory: country, upstream_publisher.
  • Do not infer policy meaning from labels alone; confirm definitions, units, and methods in the source material.

Source And Provenance

Suggested Analyses

  • Inspect schema and missingness before modeling.
  • Profile variables by geography, time, and subgroup columns where present.
  • Join with other Electric Sheep Africa datasets using explicit country, year, and indicator fields when available.
  • Build reproducible notebooks that cite both the original source context and the Electric Sheep Africa Hugging Face repo.

Citation 

@misc{electric_sheep_africa_africa_synth_governance_decentralization_fiscal_transfers_all_2026,
  title        = {African Decentralization and Fiscal Transfers | Africa (Electric Sheep Africa metadata inventory)},
  author       = {Public dataset metadata},
  year         = {2026},
  url          = {https://huggingface.co/datasets/electricsheepafrica/africa-synth-governance-decentralization-fiscal-transfers-all},
  publisher    = {Hugging Face Datasets, engineered by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-synth-governance-decentralization-fiscal-transfers-all}}
}

License

Released under CC BY 4.0.

Original source rights remain with the original publisher or data provider. Electric Sheep Africa engineering standardizes discovery metadata, documentation, and usage guidance for analysis on Hugging Face.

About Electric Sheep Africa

Electric Sheep Africa publishes ML-ready African public datasets on Hugging Face.

Provenance: metadata-backed README standardized 2026-08-12 by the Electric Sheep Africa README system. Inventory source: catalog/esa_metadata_inventory/master_metadata.jsonl.
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