id
int64
ses_quintile
int64
residence
string
household_size
int64
head_sex
string
head_age
int64
head_education
string
has_disability
int64
has_chronic_illness
int64
household_income_usd
int64
has_social_protection
int64
protection_type
string
has_health_insurance
int64
sought_care
int64
oop_spending_usd
float64
catastrophic_expenditure
int64
impoverished_by_oop
int64
unmet_need
int64
primary_barrier
string
benefit_incidence_score
float64
financial_protection_score
float64
year
int64
301
2
rural
1
female
37
primary
0
0
556
0
none
0
1
92.48
1
0
0
none
0.17
0.17
2,021
302
3
rural
8
male
33
primary
0
0
1,121
0
none
1
0
0
0
0
1
cultural
0.17
0.45
2,021
303
2
rural
6
male
36
primary
0
0
496
0
none
0
0
0
0
0
1
cost
0.15
0.17
2,022
304
1
rural
6
male
36
none
0
0
445
0
none
0
1
19.69
0
0
0
none
0.21
0.38
2,019
305
3
rural
7
male
49
tertiary
0
0
643
0
none
1
1
16.85
0
0
0
none
0.13
0.77
2,019
306
1
rural
3
male
35
secondary
0
0
425
0
none
0
1
34.97
0
0
0
none
0.2
0.38
2,022
307
1
urban
9
male
34
none
0
1
373
1
cash_transfer
0
1
32.3
0
0
0
none
0.2
0.63
2,021
308
4
rural
11
male
41
secondary
0
0
1,825
1
health_insurance
0
1
13.3
0
0
0
none
0.25
0.78
2,022
309
4
rural
4
female
23
primary
0
0
2,209
0
none
0
0
0
0
0
0
none
0.24
0.46
2,022
310
4
rural
5
male
37
none
0
0
2,038
0
none
0
0
0
0
0
1
transport
0.21
0.19
2,023
311
1
rural
8
male
34
none
0
0
269
0
none
0
0
0
0
0
0
none
0.12
0.27
2,023
312
3
rural
4
male
35
tertiary
1
0
839
0
none
0
1
58.04
0
1
0
none
0.17
0.27
2,023
313
2
rural
4
female
42
none
0
1
628
0
none
1
0
0
0
0
0
none
0.22
0.67
2,019
314
1
rural
6
male
35
none
0
0
260
0
none
0
1
39.86
1
0
0
none
0.21
0.15
2,021
315
4
rural
6
female
28
none
0
1
1,872
0
none
0
0
8.26
0
0
0
none
0.28
0.43
2,020
316
2
rural
7
male
55
primary
0
1
512
1
cash_transfer
0
1
38.39
0
0
0
none
0.21
0.77
2,022
317
3
rural
6
female
67
primary
0
0
1,664
0
none
0
0
0
0
0
1
quality
0.21
0.16
2,020
318
1
rural
4
female
73
primary
0
0
181
0
none
0
0
0
0
0
0
none
0.32
0.32
2,023
319
1
urban
7
male
38
primary
0
0
253
0
none
1
1
2.72
0
0
0
none
0.18
0.66
2,020
320
2
rural
3
male
34
secondary
0
0
440
0
none
0
0
8.83
0
0
0
none
0.17
0.44
2,019
321
5
rural
3
female
43
secondary
0
0
6,418
1
cash_transfer
0
1
87.84
0
0
0
none
0.03
0.8
2,022
322
1
rural
1
male
48
tertiary
0
0
355
0
none
0
0
0
0
0
0
none
0.27
0.37
2,022
323
2
rural
10
male
37
primary
0
0
721
0
none
0
0
4.6
0
0
1
cost
0.2
0.15
2,021
324
5
rural
1
female
41
primary
0
0
3,306
0
none
1
1
7.84
0
0
0
none
0.16
0.72
2,023
325
1
rural
4
female
27
secondary
1
0
293
0
none
0
0
0
0
0
1
distance
0.18
0.17
2,020
326
2
rural
4
female
47
primary
0
1
699
0
none
0
0
0
0
0
0
none
0.22
0.38
2,021
327
1
rural
6
female
36
primary
0
1
335
0
none
0
0
7.5
0
0
1
cost
0.3
0.27
2,021
328
2
rural
7
male
30
secondary
0
0
717
0
none
0
0
0
0
0
1
cost
0.24
0.24
2,021
329
2
rural
3
male
42
none
0
0
481
1
social_pension
0
0
0
0
0
1
transport
0.21
0.53
2,020
330
2
rural
3
male
53
secondary
0
1
438
0
none
0
1
36.18
0
0
0
none
0.29
0.39
2,019
331
1
urban
5
female
29
secondary
0
1
288
0
none
1
1
26.63
0
0
0
none
0.17
0.7
2,023
332
4
urban
4
male
66
primary
0
0
1,348
0
none
0
0
6.53
0
0
1
availability
0.11
0.18
2,023
333
1
urban
5
male
39
primary
0
0
261
0
none
0
0
0
0
0
0
none
0.19
0.37
2,020
334
1
urban
4
female
30
primary
0
0
239
0
none
0
1
16.54
0
0
0
none
0.21
0.27
2,023
335
4
rural
5
male
74
secondary
0
1
3,361
0
none
0
1
15.32
0
0
0
none
0.1
0.43
2,023
336
2
urban
2
male
50
tertiary
0
0
559
1
food_assistance
0
0
0
0
0
1
cost
0.18
0.48
2,019
337
1
rural
6
female
39
tertiary
0
1
166
0
none
0
1
37.28
1
0
0
none
0.2
0.25
2,022
338
5
urban
1
female
40
none
1
0
5,524
1
social_pension
0
1
40.56
0
0
0
none
0.22
0.63
2,021
339
2
rural
11
female
25
secondary
1
0
583
0
none
0
0
0
0
0
1
cultural
0.16
0.27
2,022
340
4
urban
3
male
30
tertiary
1
0
2,321
0
none
0
0
8.05
0
0
1
transport
0.2
0.12
2,019
341
5
urban
4
male
31
secondary
0
0
4,839
1
social_pension
0
0
4.82
0
0
1
transport
0.17
0.45
2,020
342
2
rural
7
male
39
tertiary
0
0
245
0
none
0
0
5.3
0
0
1
availability
0.09
0.17
2,019
343
2
rural
5
male
45
primary
0
0
680
0
none
1
1
1.06
0
0
0
none
0.22
0.72
2,023
344
2
urban
2
female
37
primary
0
0
619
0
none
0
1
12.35
0
0
0
none
0.19
0.35
2,020
345
3
rural
6
male
43
primary
0
0
1,027
0
none
0
0
4.91
0
0
0
none
0.16
0.38
2,023
346
2
rural
1
male
50
primary
0
0
518
0
none
1
0
0
0
0
0
none
0.25
0.73
2,019
347
1
rural
6
male
41
none
0
0
246
0
none
0
1
69.17
1
0
0
none
0.22
0.17
2,021
348
3
rural
4
female
21
primary
0
0
1,015
0
none
0
1
30.65
0
0
0
none
0.2
0.36
2,020
349
3
urban
7
female
50
secondary
0
0
1,383
0
none
0
1
93.31
0
0
0
none
0.07
0.47
2,020
350
4
rural
3
male
27
primary
0
0
1,831
0
none
0
0
0
0
0
1
quality
0.13
0.25
2,020
351
4
rural
2
male
83
primary
1
1
2,109
0
none
1
1
7.95
0
0
0
none
0.07
0.66
2,020
352
3
rural
4
female
52
primary
0
0
937
0
none
0
0
6.28
0
0
1
discrimination
0.27
0.14
2,023
353
2
rural
8
female
44
primary
0
0
817
0
none
1
0
0
0
0
0
none
0.19
0.65
2,022
354
4
urban
2
female
34
primary
1
1
622
1
health_insurance
1
1
3.43
0
0
0
none
0.13
1
2,022
355
2
rural
6
female
48
primary
0
1
311
1
health_insurance
0
0
18.66
0
0
1
information
0.33
0.45
2,022
356
1
rural
6
male
37
tertiary
0
0
245
0
none
0
0
0
0
0
0
none
0.18
0.47
2,023
357
1
urban
6
male
48
secondary
0
0
227
0
none
0
0
0
0
0
1
cost
0.27
0.21
2,022
358
2
rural
4
male
45
secondary
0
0
333
0
none
0
1
35.31
1
0
0
none
0.08
0.19
2,021
359
1
rural
5
female
19
primary
0
0
281
0
none
0
0
0
0
0
0
none
0.2
0.34
2,023
360
3
urban
5
male
51
primary
0
0
1,350
0
none
0
1
118.17
0
0
0
none
0.12
0.33
2,020
361
3
urban
5
male
24
none
0
0
926
0
none
1
1
4.83
0
0
0
none
0.22
0.73
2,020
362
4
rural
2
female
27
secondary
0
0
2,820
0
none
1
0
0
0
0
1
quality
0.08
0.5
2,022
363
4
urban
10
male
51
none
0
0
2,831
1
health_insurance
0
0
0
0
0
1
distance
0.14
0.42
2,022
364
3
rural
7
male
31
none
0
0
1,011
0
none
1
1
34.91
0
0
0
none
0.15
0.74
2,022
365
1
rural
7
male
33
primary
0
0
230
0
none
0
1
49.21
1
0
0
none
0.23
0.22
2,022
366
1
rural
1
female
43
primary
0
0
314
0
none
0
0
0
0
0
0
none
0.25
0.46
2,020
367
1
rural
7
male
48
none
0
0
350
1
food_assistance
0
0
5.47
0
0
1
availability
0.12
0.47
2,023
368
5
rural
3
male
49
primary
0
0
7,584
0
none
1
0
9.34
0
0
0
none
0.2
0.73
2,023
369
5
rural
6
female
30
primary
0
0
9,592
0
none
1
1
3.36
0
0
0
none
0.13
0.7
2,019
370
1
rural
6
female
33
secondary
0
1
429
0
none
0
1
102.03
1
0
0
none
0.22
0.11
2,022
371
3
rural
4
male
35
tertiary
0
0
1,349
1
cash_transfer
1
0
0
0
0
1
discrimination
0.25
0.84
2,021
372
1
rural
4
male
47
secondary
0
0
320
0
none
0
0
0
0
0
1
cost
0.25
0.22
2,023
373
4
urban
5
male
34
primary
0
0
3,974
1
social_pension
0
1
25.18
0
0
0
none
0.13
0.66
2,021
374
3
rural
6
male
49
primary
0
0
746
0
none
0
1
137.12
1
0
0
none
0.21
0.17
2,022
375
3
rural
8
female
42
secondary
0
0
1,049
1
health_insurance
0
0
0
0
0
1
cost
0.21
0.44
2,022
376
5
urban
5
male
40
secondary
0
0
5,011
0
none
0
1
41.02
0
0
0
none
0.08
0.35
2,021
377
5
urban
5
male
33
none
1
0
5,166
0
none
0
0
0
0
0
0
none
0.06
0.41
2,022
378
2
rural
5
male
77
secondary
0
0
386
1
health_insurance
0
0
0
0
0
0
none
0.19
0.74
2,023
379
4
urban
8
male
35
none
0
0
2,807
0
none
1
0
0
0
0
1
availability
0.16
0.44
2,021
380
3
rural
3
male
48
primary
0
0
1,322
0
none
0
1
29.38
0
0
0
none
0.19
0.36
2,023
381
4
urban
3
male
40
primary
0
0
2,377
0
none
0
0
0
0
0
0
none
0.17
0.36
2,022
382
4
urban
7
male
31
tertiary
0
0
2,571
0
none
0
0
0
0
0
0
none
0.18
0.38
2,020
383
3
urban
3
female
18
none
0
0
1,029
0
none
1
0
0
0
0
1
information
0.14
0.49
2,021
384
2
rural
4
male
36
none
0
0
568
1
health_insurance
0
0
0
0
0
1
availability
0.23
0.48
2,020
385
4
urban
3
female
41
primary
1
0
3,640
0
none
1
1
4.99
0
0
0
none
0.15
0.72
2,023
386
1
urban
5
male
51
tertiary
0
0
448
1
fee_exemption
0
0
10.42
0
0
0
none
0.19
0.64
2,022
387
2
rural
5
male
49
secondary
0
0
797
1
cash_transfer
0
0
8.19
0
0
0
none
0.2
0.71
2,023
388
3
urban
1
female
18
none
0
1
1,326
1
cash_transfer
1
1
28.77
0
0
0
none
0.22
1
2,019
389
1
rural
4
male
26
none
0
1
357
0
none
0
0
0
0
0
0
none
0.19
0.35
2,020
390
2
urban
6
female
44
none
0
1
884
0
none
0
0
0
0
0
0
none
0.25
0.47
2,021
391
4
rural
3
male
54
primary
0
0
3,058
0
none
0
0
0
0
0
0
none
0.17
0.34
2,023
392
4
rural
6
male
18
primary
0
0
1,099
0
none
0
0
0
0
0
0
none
0.19
0.36
2,022
393
3
rural
3
male
42
none
0
0
1,232
0
none
0
0
0
0
0
0
none
0.27
0.33
2,023
394
2
rural
11
female
27
primary
0
0
519
1
cash_transfer
0
1
80.93
1
0
0
none
0.17
0.51
2,020
395
3
rural
7
male
36
none
0
0
1,109
1
health_insurance
0
0
0
0
0
1
quality
0.16
0.51
2,021
396
3
rural
3
male
42
secondary
0
0
1,597
0
none
0
1
3.58
0
0
0
none
0.16
0.33
2,023
397
1
rural
4
male
37
primary
0
1
266
0
none
0
0
6.14
0
0
0
none
0.15
0.33
2,021
398
3
rural
4
female
24
primary
0
1
855
0
none
0
0
0
0
0
1
quality
0.29
0.22
2,020
399
5
rural
2
male
50
none
0
1
5,258
0
none
0
1
115.25
0
0
0
none
0.11
0.43
2,020
400
3
urban
5
female
18
primary
0
0
1,385
1
cash_transfer
0
0
0
0
0
0
none
0.18
0.75
2,019