country_code
stringclasses
12 values
country_name
stringclasses
12 values
region
stringclasses
4 values
income_group
stringclasses
3 values
year
int64
2.01k
2.02k
scenario
stringclasses
1 value
scenario_label
stringclasses
1 value
vdem_electoral_democracy_index
float64
0.18
0.78
africa_opi_score
float64
38
79.7
bills_introduced
int64
0
86
bills_passed
int64
0
66
passage_rate
float64
0
1
committee_meetings
int64
77
298
oversight_hearings
int64
6
71
legislative_days
int64
71
177
public_participation_score
float64
0.23
1
executive_bills_pct
float64
0.4
1
amendments_passed
int64
1
30
private_member_bills
int64
1
32
budget_committee_sessions
int64
8
47
committee_reports_tabled
int64
9
82
questions_to_executive
int64
41
353
constituency_visits
int64
2
35
gender_bills_pct
float64
0.01
0.35
committee_staff_per_mp
float64
0.41
3.68
mp_attendance_rate
float64
0.47
1
session_hours
int64
239
777
legislative_effectiveness_score
float64
0.33
1
legislative_effectiveness_class
stringclasses
3 values
UGA
Uganda
East Africa
LIC
2,019
active_legislature
Active Legislature
0.28
45
33
33
1
146
26
125
0.4891
0.6649
12
4
26
27
49
13
0.1437
0.9573
0.7699
388
0.767
High
UGA
Uganda
East Africa
LIC
2,020
active_legislature
Active Legislature
0.28
45
22
21
0.9545
141
18
126
0.3795
0.7743
9
4
16
26
137
16
0.0794
0.4401
0.7716
426
0.7007
High
UGA
Uganda
East Africa
LIC
2,021
active_legislature
Active Legislature
0.28
45
40
18
0.45
148
23
104
0.4177
0.7501
11
6
24
24
75
21
0.1097
0.8977
0.6957
436
0.5599
Medium
UGA
Uganda
East Africa
LIC
2,022
active_legislature
Active Legislature
0.28
45
29
21
0.7241
141
20
79
0.6253
0.7356
11
4
19
23
129
12
0.1465
0.8829
0.659
423
0.6338
High
UGA
Uganda
East Africa
LIC
2,023
active_legislature
Active Legislature
0.28
45
42
13
0.3095
116
11
96
0.383
0.6124
7
3
17
32
109
15
0.0989
0.7235
0.5938
434
0.4454
Medium
ZMB
Zambia
Southern Africa
LMIC
2,009
active_legislature
Active Legislature
0.45
47
30
23
0.7667
130
15
92
0.4751
0.7596
9
2
17
28
64
9
0.0837
0.8348
0.5828
408
0.6143
High
ZMB
Zambia
Southern Africa
LMIC
2,010
active_legislature
Active Legislature
0.45
47
29
21
0.7241
105
18
82
0.4741
0.9327
6
3
19
17
68
8
0.086
1.0437
0.7893
407
0.5579
Medium
ZMB
Zambia
Southern Africa
LMIC
2,011
active_legislature
Active Legislature
0.45
47
18
17
0.9444
125
15
90
0.5437
0.7488
6
8
18
27
98
6
0.0682
0.725
0.6532
384
0.6694
High
ZMB
Zambia
Southern Africa
LMIC
2,012
active_legislature
Active Legislature
0.45
47
29
24
0.8276
126
16
71
0.5104
0.7763
6
8
23
26
73
9
0.0954
0.7354
0.7819
404
0.6175
High
ZMB
Zambia
Southern Africa
LMIC
2,013
active_legislature
Active Legislature
0.45
47
18
18
1
123
11
93
0.5293
0.8459
5
6
19
17
66
13
0.1303
0.9331
0.8765
436
0.6492
High
ZMB
Zambia
Southern Africa
LMIC
2,014
active_legislature
Active Legislature
0.45
47
30
15
0.5
152
20
90
0.4439
0.7933
3
6
15
25
81
10
0.0776
0.846
0.9139
451
0.5628
Medium
ZMB
Zambia
Southern Africa
LMIC
2,015
active_legislature
Active Legislature
0.45
47
28
20
0.7143
137
24
85
0.497
0.6405
8
8
19
13
101
8
0.0801
0.9878
0.7586
375
0.6072
High
ZMB
Zambia
Southern Africa
LMIC
2,016
active_legislature
Active Legislature
0.45
47
22
20
0.9091
116
13
91
0.5346
0.7613
3
6
8
22
81
11
0.1132
1.0778
0.6667
422
0.6317
High
ZMB
Zambia
Southern Africa
LMIC
2,017
active_legislature
Active Legislature
0.45
47
27
12
0.4444
157
12
101
0.5391
0.7947
5
6
14
23
82
9
0.1096
1.0689
0.7018
433
0.5399
Medium
ZMB
Zambia
Southern Africa
LMIC
2,018
active_legislature
Active Legislature
0.45
47
26
16
0.6154
120
18
88
0.5426
0.7916
3
2
21
20
97
14
0.0637
0.6209
0.8935
416
0.5612
Medium
ZMB
Zambia
Southern Africa
LMIC
2,019
active_legislature
Active Legislature
0.45
47
23
16
0.6957
116
14
107
0.4341
0.8548
5
3
18
12
90
10
0.1203
0.5355
0.8448
438
0.5486
Medium
ZMB
Zambia
Southern Africa
LMIC
2,020
active_legislature
Active Legislature
0.45
47
35
20
0.5714
143
13
106
0.4346
0.653
4
5
16
25
61
5
0.1351
1.0377
0.6347
405
0.5599
Medium
ZMB
Zambia
Southern Africa
LMIC
2,021
active_legislature
Active Legislature
0.45
47
33
22
0.6667
129
24
89
0.5068
0.7731
5
4
19
24
75
14
0.0716
0.8357
0.7063
423
0.6115
High
ZMB
Zambia
Southern Africa
LMIC
2,022
active_legislature
Active Legislature
0.45
47
13
13
1
114
24
93
0.4996
0.9151
5
7
19
26
95
14
0.0795
0.6979
0.6737
413
0.7025
High
ZMB
Zambia
Southern Africa
LMIC
2,023
active_legislature
Active Legislature
0.45
47
26
24
0.9231
151
15
90
0.3747
0.9236
6
6
14
24
103
11
0.127
1.2911
0.6444
367
0.6576
High
SEN
Senegal
West Africa
LMIC
2,009
active_legislature
Active Legislature
0.62
55
28
28
1
176
26
106
0.5718
0.8228
9
8
26
30
116
16
0.1686
1.8196
0.8437
520
0.8008
High
SEN
Senegal
West Africa
LMIC
2,010
active_legislature
Active Legislature
0.62
55
33
23
0.697
169
28
89
0.6246
0.741
9
11
25
38
128
16
0.1063
1.3782
0.8002
414
0.7213
High
SEN
Senegal
West Africa
LMIC
2,011
active_legislature
Active Legislature
0.62
55
31
25
0.8065
165
29
100
0.7106
0.7327
3
7
27
22
125
21
0.1126
1.3756
0.7001
567
0.7432
High
SEN
Senegal
West Africa
LMIC
2,012
active_legislature
Active Legislature
0.62
55
35
27
0.7714
186
30
97
0.5901
0.7896
9
4
23
23
160
16
0.1074
1.1864
0.6556
432
0.7391
High
SEN
Senegal
West Africa
LMIC
2,013
active_legislature
Active Legislature
0.62
55
44
41
0.9318
172
28
103
0.5567
0.921
10
12
29
22
109
13
0.1371
1.3587
1
436
0.7633
High
SEN
Senegal
West Africa
LMIC
2,014
active_legislature
Active Legislature
0.62
55
38
32
0.8421
158
29
96
0.6715
0.791
11
9
29
37
126
11
0.1184
1.3157
0.8184
467
0.768
High
SEN
Senegal
West Africa
LMIC
2,015
active_legislature
Active Legislature
0.62
55
28
21
0.75
123
27
92
0.5519
0.7149
7
9
27
29
115
19
0.1143
1.1637
0.8901
540
0.6608
High
SEN
Senegal
West Africa
LMIC
2,016
active_legislature
Active Legislature
0.62
55
41
34
0.8293
116
35
114
0.7692
0.7805
10
8
26
30
146
10
0.1205
1.9271
0.7516
484
0.7591
High
SEN
Senegal
West Africa
LMIC
2,017
active_legislature
Active Legislature
0.62
55
29
29
1
144
27
121
0.5845
0.8142
12
10
25
49
151
18
0.1085
1.3488
0.9076
588
0.824
High
SEN
Senegal
West Africa
LMIC
2,018
active_legislature
Active Legislature
0.62
55
49
33
0.6735
133
30
95
0.4994
0.7681
11
10
26
36
103
16
0.0857
0.8341
0.8555
463
0.6675
High
SEN
Senegal
West Africa
LMIC
2,019
active_legislature
Active Legislature
0.62
55
44
36
0.8182
148
32
103
0.4606
0.7584
9
7
33
24
136
13
0.1727
1.4556
0.828
455
0.7098
High
SEN
Senegal
West Africa
LMIC
2,020
active_legislature
Active Legislature
0.62
55
31
31
1
203
31
100
0.6966
0.9519
11
11
22
33
142
18
0.1124
1.1564
0.8743
569
0.8637
High
SEN
Senegal
West Africa
LMIC
2,021
active_legislature
Active Legislature
0.62
55
50
40
0.8
166
26
129
0.737
0.6655
8
10
24
33
155
19
0.1879
0.8535
0.8185
545
0.7793
High
SEN
Senegal
West Africa
LMIC
2,022
active_legislature
Active Legislature
0.62
55
24
24
1
145
29
133
0.8784
0.6796
12
10
27
35
136
23
0.1797
1.0888
0.8597
558
0.8555
High
SEN
Senegal
West Africa
LMIC
2,023
active_legislature
Active Legislature
0.62
55
41
36
0.878
169
30
114
0.442
0.7412
9
6
31
35
129
15
0.1507
1.6427
0.7364
514
0.7689
High
CMR
Cameroon
Central Africa
LMIC
2,009
active_legislature
Active Legislature
0.18
38
27
12
0.4444
97
11
85
0.3239
0.8418
5
1
16
24
47
10
0.0701
1.0707
0.7335
348
0.4335
Medium
CMR
Cameroon
Central Africa
LMIC
2,010
active_legislature
Active Legislature
0.18
38
22
18
0.8182
99
15
86
0.3372
0.8255
4
3
14
15
59
9
0.0906
0.5247
0.6179
299
0.5474
Medium
CMR
Cameroon
Central Africa
LMIC
2,011
active_legislature
Active Legislature
0.18
38
21
21
1
77
6
78
0.3807
0.8621
3
3
11
21
50
8
0.0462
0.7509
0.6749
387
0.5586
Medium
CMR
Cameroon
Central Africa
LMIC
2,012
active_legislature
Active Legislature
0.18
38
14
14
1
82
14
96
0.4527
0.8135
4
3
11
19
68
6
0.0482
0.9197
0.5113
334
0.6143
High
CMR
Cameroon
Central Africa
LMIC
2,013
active_legislature
Active Legislature
0.18
38
22
22
1
90
10
89
0.4325
0.9321
2
2
13
20
42
5
0.0594
0.7363
0.6848
363
0.6008
High
CMR
Cameroon
Central Africa
LMIC
2,014
active_legislature
Active Legislature
0.18
38
23
15
0.6522
112
12
101
0.309
0.7687
3
3
16
16
43
10
0.0515
0.6194
0.713
268
0.5087
Medium
CMR
Cameroon
Central Africa
LMIC
2,015
active_legislature
Active Legislature
0.18
38
30
24
0.8
115
14
88
0.2835
0.8301
2
2
19
23
61
8
0.0647
0.6639
0.702
330
0.5637
Medium
CMR
Cameroon
Central Africa
LMIC
2,016
active_legislature
Active Legislature
0.18
38
25
17
0.68
88
14
99
0.289
0.8642
2
2
20
21
67
10
0.0573
0.5725
0.5657
337
0.506
Medium
CMR
Cameroon
Central Africa
LMIC
2,017
active_legislature
Active Legislature
0.18
38
10
10
1
94
16
94
0.3167
0.8608
4
1
15
9
41
5
0.0713
0.5798
0.5895
297
0.5918
Medium
CMR
Cameroon
Central Africa
LMIC
2,018
active_legislature
Active Legislature
0.18
38
24
23
0.9583
109
13
73
0.3154
0.8189
3
2
20
21
43
8
0.0815
0.6049
0.7448
345
0.5907
Medium
CMR
Cameroon
Central Africa
LMIC
2,019
active_legislature
Active Legislature
0.18
38
16
16
1
106
12
90
0.3082
0.8616
3
2
18
14
44
3
0.0802
0.5318
0.6631
369
0.5945
Medium
CMR
Cameroon
Central Africa
LMIC
2,020
active_legislature
Active Legislature
0.18
38
27
16
0.5926
102
19
111
0.4311
0.8502
2
2
16
20
47
6
0.073
0.7943
0.7043
330
0.5411
Medium
CMR
Cameroon
Central Africa
LMIC
2,021
active_legislature
Active Legislature
0.18
38
16
16
1
144
15
76
0.3043
0.8574
4
1
16
18
70
6
0.0419
0.8618
0.7762
353
0.6404
High
CMR
Cameroon
Central Africa
LMIC
2,022
active_legislature
Active Legislature
0.18
38
27
19
0.7037
91
16
96
0.3953
0.8991
2
1
17
16
69
6
0.0521
0.7618
0.6674
398
0.5273
Medium
CMR
Cameroon
Central Africa
LMIC
2,023
active_legislature
Active Legislature
0.18
38
27
24
0.8889
110
12
85
0.3808
0.822
4
3
18
19
57
4
0.0661
0.7683
0.6742
380
0.5822
Medium
MWI
Malawi
Southern Africa
LIC
2,009
active_legislature
Active Legislature
0.52
42
25
11
0.44
95
20
98
0.4448
0.7665
4
3
17
28
77
12
0.0525
0.6627
0.7863
376
0.5001
Medium
MWI
Malawi
Southern Africa
LIC
2,010
active_legislature
Active Legislature
0.52
42
0
0
0
135
8
107
0.2305
0.8433
4
1
17
24
79
12
0.0869
0.4149
0.7353
433
0.3299
Low
MWI
Malawi
Southern Africa
LIC
2,011
active_legislature
Active Legislature
0.52
42
26
7
0.2692
83
12
73
0.484
0.8033
2
4
17
18
73
5
0.089
0.7513
0.6856
379
0.3735
Low
MWI
Malawi
Southern Africa
LIC
2,012
active_legislature
Active Legislature
0.52
42
21
13
0.619
111
18
90
0.5086
0.7607
3
4
14
21
76
10
0.0891
0.6585
0.5132
382
0.5517
Medium
MWI
Malawi
Southern Africa
LIC
2,013
active_legislature
Active Legislature
0.52
42
21
16
0.7619
99
21
88
0.4012
0.7014
1
5
19
22
63
15
0.0885
0.7016
0.8061
395
0.5782
Medium
MWI
Malawi
Southern Africa
LIC
2,014
active_legislature
Active Legislature
0.52
42
33
14
0.4242
101
13
72
0.4549
0.8585
5
3
13
20
90
12
0.1025
0.6065
0.752
239
0.4406
Medium
MWI
Malawi
Southern Africa
LIC
2,015
active_legislature
Active Legislature
0.52
42
23
23
1
84
14
93
0.4384
0.8506
5
3
19
21
121
11
0.1033
0.4421
0.618
418
0.6158
High
MWI
Malawi
Southern Africa
LIC
2,016
active_legislature
Active Legislature
0.52
42
13
6
0.4615
109
21
93
0.4497
0.6378
5
4
11
24
88
13
0.1138
0.8677
0.7191
409
0.5132
Medium
MWI
Malawi
Southern Africa
LIC
2,017
active_legislature
Active Legislature
0.52
42
10
8
0.8
98
16
98
0.5092
0.8565
6
2
17
18
75
11
0.006
1.184
0.7234
349
0.5858
Medium
MWI
Malawi
Southern Africa
LIC
2,018
active_legislature
Active Legislature
0.52
42
31
13
0.4194
112
14
113
0.4706
0.7854
6
4
16
24
114
11
0.1012
0.7807
0.7941
351
0.4958
Medium
MWI
Malawi
Southern Africa
LIC
2,019
active_legislature
Active Legislature
0.52
42
19
8
0.4211
91
14
93
0.6392
0.8138
3
3
20
24
79
9
0.1284
0.5712
0.7068
475
0.4852
Medium
MWI
Malawi
Southern Africa
LIC
2,020
active_legislature
Active Legislature
0.52
42
22
12
0.5455
117
14
79
0.5431
0.8566
4
3
14
20
71
8
0.1491
0.834
0.724
418
0.5154
Medium
MWI
Malawi
Southern Africa
LIC
2,021
active_legislature
Active Legislature
0.52
42
25
13
0.52
116
15
100
0.5108
0.7463
2
3
16
14
86
14
0.1663
0.6796
0.6184
334
0.5098
Medium
MWI
Malawi
Southern Africa
LIC
2,022
active_legislature
Active Legislature
0.52
42
22
15
0.6818
99
15
72
0.5634
0.7178
4
2
15
20
79
13
0.1369
0.8819
0.761
446
0.5397
Medium
MWI
Malawi
Southern Africa
LIC
2,023
active_legislature
Active Legislature
0.52
42
25
14
0.56
128
20
104
0.3491
0.7126
4
4
17
25
98
15
0.1305
0.5633
0.7155
358
0.5534
Medium
BEN
Benin
West Africa
LIC
2,009
active_legislature
Active Legislature
0.55
50
17
17
1
149
23
120
0.616
0.9455
8
6
15
30
85
11
0.1466
1.2085
0.842
404
0.78
High
BEN
Benin
West Africa
LIC
2,010
active_legislature
Active Legislature
0.55
50
27
24
0.8889
140
28
103
0.7777
0.8315
7
8
26
34
117
13
0.1061
1.1037
0.8832
442
0.7756
High
BEN
Benin
West Africa
LIC
2,011
active_legislature
Active Legislature
0.55
50
30
25
0.8333
121
20
100
0.7546
0.748
7
5
22
31
125
14
0.1275
0.9724
0.7961
438
0.6981
High
BEN
Benin
West Africa
LIC
2,012
active_legislature
Active Legislature
0.55
50
28
25
0.8929
136
20
96
0.7537
0.9648
5
4
16
25
113
15
0.1166
1.0952
0.7034
415
0.7158
High
BEN
Benin
West Africa
LIC
2,013
active_legislature
Active Legislature
0.55
50
28
16
0.5714
108
16
108
0.6221
0.8105
4
4
22
13
119
6
0.1348
0.8401
0.8357
575
0.5418
Medium
BEN
Benin
West Africa
LIC
2,014
active_legislature
Active Legislature
0.55
50
13
13
1
97
24
98
0.6117
0.6986
9
4
25
24
71
19
0.1102
1.3434
0.8488
394
0.7021
High
BEN
Benin
West Africa
LIC
2,015
active_legislature
Active Legislature
0.55
50
28
26
0.9286
157
24
103
0.582
0.7619
9
6
19
24
88
8
0.0917
1.2697
0.7403
466
0.7401
High
BEN
Benin
West Africa
LIC
2,016
active_legislature
Active Legislature
0.55
50
12
12
1
127
20
103
0.5554
0.6095
9
7
19
22
70
14
0.1556
1.0366
0.6509
445
0.7085
High
BEN
Benin
West Africa
LIC
2,017
active_legislature
Active Legislature
0.55
50
28
28
1
141
8
108
0.5097
0.6611
7
7
15
29
112
14
0.0886
0.8237
0.834
366
0.6885
High
BEN
Benin
West Africa
LIC
2,018
active_legislature
Active Legislature
0.55
50
36
24
0.6667
130
15
100
0.6552
0.6674
8
7
18
30
57
15
0.1557
1.2592
0.7856
424
0.6215
High
BEN
Benin
West Africa
LIC
2,019
active_legislature
Active Legislature
0.55
50
24
24
1
142
19
111
0.792
0.7611
5
4
23
26
116
12
0.1344
0.9715
0.7003
422
0.7694
High
BEN
Benin
West Africa
LIC
2,020
active_legislature
Active Legislature
0.55
50
21
21
1
131
25
97
0.5053
0.7484
9
6
17
27
109
20
0.1216
1.1159
0.8107
388
0.7292
High
BEN
Benin
West Africa
LIC
2,021
active_legislature
Active Legislature
0.55
50
22
20
0.9091
109
25
107
0.6072
0.575
12
5
29
20
85
5
0.1218
0.8018
0.6745
379
0.6889
High
BEN
Benin
West Africa
LIC
2,022
active_legislature
Active Legislature
0.55
50
34
30
0.8824
167
19
106
0.484
0.741
6
7
24
31
84
18
0.1108
0.9416
0.7022
421
0.7191
High
BEN
Benin
West Africa
LIC
2,023
active_legislature
Active Legislature
0.55
50
41
28
0.6829
138
21
133
0.7175
0.7126
7
6
21
24
109
19
0.0765
0.7969
0.7193
428
0.6772
High