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
101
4
rural
6
female
54
primary
0
0
2,410
0
none
0
0
0
0
0
0
none
0.12
0.4
2,023
102
5
urban
5
male
62
none
0
0
5,351
1
health_insurance
0
0
0
0
0
1
quality
0.11
0.42
2,019
103
1
rural
7
male
49
tertiary
1
0
263
1
health_insurance
0
0
0
0
0
0
none
0.24
0.65
2,021
104
1
urban
6
female
45
primary
0
0
471
0
none
1
1
21.81
0
0
0
none
0.28
0.68
2,022
105
1
rural
2
male
30
none
0
0
238
0
none
0
0
15.5
0
0
1
distance
0.22
0.22
2,022
106
2
rural
5
male
48
secondary
0
1
714
0
none
0
1
34.07
0
0
0
none
0.18
0.4
2,023
107
1
rural
4
male
29
primary
0
1
342
0
none
0
0
0
0
0
0
none
0.11
0.41
2,020
108
2
rural
6
male
30
tertiary
0
1
531
1
food_assistance
0
1
20.01
0
0
0
none
0.2
0.7
2,023
109
4
rural
8
male
46
primary
0
1
2,268
0
none
0
0
0
0
0
0
none
0.13
0.36
2,019
110
2
rural
5
female
59
primary
0
0
166
0
none
0
1
24.7
1
0
0
none
0.21
0.26
2,021
111
5
rural
4
female
29
none
0
0
5,956
1
food_assistance
0
0
0
0
0
1
information
0.27
0.48
2,022
112
5
rural
5
male
34
none
0
0
3,333
1
health_insurance
0
1
24.6
0
0
0
none
0.21
0.73
2,022
113
5
urban
7
female
30
secondary
0
1
5,311
0
none
0
1
34.94
0
0
0
none
0.18
0.36
2,021
114
2
rural
5
male
55
none
0
0
801
0
none
0
0
31.34
0
1
0
none
0.24
0.41
2,022
115
4
rural
6
female
66
none
1
0
3,179
1
fee_exemption
0
0
0
0
0
0
none
0.21
0.66
2,019
116
2
rural
5
male
68
none
0
0
532
0
none
0
0
1.49
0
0
1
information
0.27
0.22
2,023
117
5
urban
6
male
61
tertiary
0
0
4,153
0
none
1
0
17.35
0
0
0
none
0.16
0.72
2,020
118
5
rural
11
male
60
primary
0
0
4,019
0
none
0
1
12.07
0
0
0
none
0.06
0.44
2,021
119
2
rural
8
male
39
secondary
0
0
542
0
none
0
0
0
0
0
0
none
0.26
0.38
2,021
120
5
rural
7
female
73
none
0
1
7,622
1
cash_transfer
0
1
16.36
0
0
0
none
0.13
0.72
2,021
121
2
urban
5
male
50
primary
0
0
510
0
none
0
0
11.5
0
0
1
discrimination
0.25
0.17
2,020
122
1
rural
2
female
28
tertiary
0
0
360
0
none
0
0
0
0
0
1
cost
0.26
0.26
2,021
123
4
rural
4
female
27
secondary
0
0
2,516
1
health_insurance
0
1
8.74
0
0
0
none
0.17
0.67
2,022
124
5
rural
7
female
38
tertiary
0
1
6,568
1
health_insurance
1
0
5.49
0
0
1
transport
0.09
0.82
2,019
125
3
urban
5
female
20
secondary
0
0
870
0
none
1
1
16.2
0
0
0
none
0.23
0.73
2,022
126
3
urban
3
male
61
none
0
0
1,226
0
none
0
1
22.06
0
0
0
none
0.16
0.47
2,023
127
5
rural
6
male
54
primary
0
0
5,679
0
none
0
1
11.64
0
0
0
none
0.11
0.38
2,021
128
3
urban
3
male
21
none
0
1
1,103
1
none
0
0
0
0
0
1
transport
0.23
0.45
2,021
129
2
rural
5
female
33
secondary
0
0
679
0
none
1
1
26.15
0
0
0
none
0.21
0.66
2,023
130
1
urban
5
female
25
none
0
0
328
0
none
0
1
7.69
0
0
0
none
0.23
0.29
2,020
131
4
urban
6
female
43
tertiary
0
0
2,703
1
health_insurance
0
0
0
0
0
1
availability
0.16
0.46
2,021
132
2
rural
4
male
26
secondary
0
0
549
0
none
0
1
123.48
1
0
0
none
0.29
0.15
2,019
133
3
urban
8
female
57
secondary
0
0
516
1
social_pension
0
1
96.3
1
0
0
none
0.18
0.49
2,023
134
4
rural
4
male
37
secondary
0
0
2,782
1
health_insurance
0
0
0
0
0
0
none
0.12
0.7
2,020
135
5
rural
1
male
41
primary
0
0
6,024
0
none
0
0
0
0
0
0
none
0.25
0.4
2,019
136
3
rural
4
male
59
primary
0
0
1,888
0
none
0
1
225.92
1
0
0
none
0.22
0.18
2,023
137
4
rural
6
male
37
secondary
0
0
1,991
0
none
0
0
0
0
0
0
none
0.06
0.34
2,021
138
1
urban
4
female
45
secondary
0
0
309
1
food_assistance
0
1
17.95
0
0
0
none
0.22
0.76
2,022
139
1
rural
3
male
60
none
0
0
273
0
none
0
0
0
0
0
1
cost
0.28
0.21
2,023
140
1
rural
4
female
44
secondary
0
0
207
1
cash_transfer
0
1
24.1
1
0
0
none
0.16
0.51
2,019
141
5
urban
6
male
65
secondary
0
0
8,821
0
none
0
1
65.39
0
0
0
none
0.19
0.4
2,022
142
5
urban
2
male
63
secondary
0
0
4,399
1
cash_transfer
0
0
0
0
0
1
cost
0.15
0.53
2,023
143
5
rural
3
male
35
none
0
0
6,386
0
none
1
0
0
0
0
1
quality
0.12
0.52
2,023
144
4
rural
5
male
76
primary
0
1
2,362
0
none
1
1
5.22
0
0
0
none
0.18
0.66
2,023
145
2
urban
8
male
29
none
0
0
663
1
cash_transfer
1
1
2.94
0
0
0
none
0.13
0.96
2,023
146
5
urban
9
female
48
primary
0
1
5,567
0
none
0
1
78.96
0
0
0
none
0.16
0.33
2,022
147
3
rural
4
female
30
primary
0
0
1,303
1
health_insurance
0
1
70.19
0
0
0
none
0.16
0.73
2,022
148
2
urban
2
male
45
primary
0
0
327
0
none
0
0
0
0
0
1
transport
0.18
0.22
2,020
149
2
rural
6
male
41
secondary
0
0
496
0
none
1
1
3.54
0
0
0
none
0.25
0.59
2,021
150
3
rural
6
male
28
secondary
0
0
1,282
1
disability_grant
1
1
6.15
0
0
0
none
0.19
1
2,021
151
5
urban
8
male
56
tertiary
1
0
7,373
1
health_insurance
0
0
16.57
0
0
1
transport
0.14
0.47
2,022
152
2
rural
3
male
48
none
0
0
676
0
none
0
1
29.06
0
0
0
none
0.21
0.41
2,022
153
1
rural
6
male
28
primary
1
0
298
1
health_insurance
0
0
0
0
0
0
none
0.23
0.69
2,023
154
4
rural
1
male
50
secondary
0
0
2,562
0
none
0
0
11.25
0
0
0
none
0.13
0.32
2,021
155
2
rural
9
male
55
secondary
0
0
825
1
fee_exemption
0
1
0.6
0
0
0
none
0.1
0.71
2,023
156
4
rural
4
female
55
primary
0
0
2,674
1
food_assistance
0
0
0
0
0
0
none
0.17
0.64
2,020
157
3
rural
5
male
37
secondary
0
1
1,087
0
none
1
0
0
0
0
1
availability
0.19
0.45
2,023
158
3
rural
5
female
60
primary
0
0
1,461
0
none
0
0
0
0
0
1
cultural
0.18
0.18
2,020
159
5
rural
6
male
38
primary
0
0
7,155
1
social_pension
0
1
100.79
0
0
0
none
0.17
0.64
2,021
160
3
rural
4
male
55
secondary
0
0
999
1
health_insurance
0
1
19.56
0
0
0
none
0.18
0.68
2,020
161
1
urban
7
male
24
secondary
0
0
211
0
none
0
0
0
0
0
0
none
0.19
0.48
2,023
162
3
rural
3
female
38
primary
1
0
827
1
social_pension
0
1
105.68
1
1
0
none
0.26
0.54
2,020
163
2
urban
2
male
41
none
0
0
580
0
none
0
1
181.09
1
0
0
none
0.2
0.2
2,022
164
2
rural
6
male
74
none
0
0
780
1
fee_exemption
0
0
0
0
0
1
quality
0.27
0.54
2,023
165
2
urban
1
male
43
none
0
0
434
1
fee_exemption
0
0
0
0
0
0
none
0.2
0.8
2,023
166
5
rural
11
female
40
tertiary
0
0
7,848
1
food_assistance
1
0
0
0
0
1
distance
0.17
0.82
2,022
167
1
rural
4
male
21
secondary
0
0
291
0
none
0
1
7.46
0
0
0
none
0.15
0.5
2,020
168
1
rural
11
female
18
none
0
0
221
0
none
0
0
3.92
0
0
0
none
0.18
0.43
2,019
169
1
rural
5
male
30
none
1
1
303
0
none
0
0
0
0
0
1
quality
0.23
0.23
2,021
170
2
urban
5
female
33
primary
0
0
268
0
none
0
1
9.23
0
0
0
none
0.24
0.36
2,022
171
1
rural
9
male
51
primary
0
0
378
1
disability_grant
0
0
2.73
0
0
1
availability
0.27
0.45
2,021
172
3
urban
4
male
26
primary
1
0
937
0
none
0
0
0
0
0
1
transport
0.21
0.12
2,023
173
5
urban
6
male
40
none
0
0
4,630
0
none
0
0
0
0
0
0
none
0.15
0.48
2,022
174
3
rural
6
male
29
primary
0
0
1,572
0
none
0
1
27.12
0
0
0
none
0.17
0.33
2,022
175
1
rural
4
male
49
none
0
1
287
1
health_insurance
0
1
48
1
0
0
none
0.16
0.54
2,022
176
1
rural
5
female
35
primary
0
0
246
0
none
1
0
5.41
0
0
1
cost
0.28
0.46
2,020
177
3
rural
3
male
28
none
0
0
1,690
0
none
0
1
59.46
0
0
0
none
0.1
0.39
2,019
178
2
urban
5
male
18
none
0
0
586
1
food_assistance
1
1
14.91
0
0
0
none
0.2
1
2,019
179
4
urban
9
male
43
primary
0
0
2,906
0
none
0
0
0
0
0
0
none
0.16
0.36
2,021
180
2
urban
9
female
38
secondary
0
0
448
0
none
1
0
31.19
0
0
0
none
0.21
0.72
2,022
181
2
urban
3
male
33
primary
0
0
400
0
none
0
0
0
0
0
1
cost
0.25
0.19
2,023
182
1
urban
8
female
45
secondary
0
0
270
0
none
0
0
0
0
0
0
none
0.24
0.33
2,023
183
2
rural
10
female
32
primary
0
1
544
0
none
0
0
0
0
0
1
cost
0.2
0.24
2,020
184
1
rural
5
male
40
tertiary
1
0
227
0
none
0
0
0
0
0
0
none
0.11
0.39
2,021
185
3
rural
11
female
19
tertiary
0
1
1,120
1
fee_exemption
1
0
0
0
0
0
none
0.2
0.99
2,019
186
5
urban
3
female
61
secondary
0
1
4,439
1
cash_transfer
0
1
76.33
0
0
0
none
0.1
0.66
2,022
187
1
rural
2
male
38
none
0
0
215
0
none
0
0
24.19
1
0
0
none
0.17
0.22
2,021
188
5
rural
8
male
46
primary
0
1
6,095
0
none
1
1
3.02
0
0
0
none
0.07
0.73
2,023
189
5
urban
11
male
46
secondary
0
0
5,630
0
none
0
1
47.6
0
0
0
none
0.16
0.38
2,020
190
5
rural
1
male
58
secondary
0
0
2,132
0
none
0
0
0
0
0
0
none
0.21
0.39
2,020
191
3
urban
6
female
57
secondary
0
0
1,635
0
none
0
1
20.16
0
0
0
none
0.2
0.42
2,022
192
4
rural
2
male
57
none
1
1
2,343
0
none
1
1
3.57
0
0
0
none
0.12
0.65
2,023
193
4
rural
3
female
36
tertiary
0
0
3,106
0
none
0
1
26.04
0
0
0
none
0.17
0.46
2,022
194
1
rural
4
male
25
primary
0
0
313
0
none
1
0
0
0
0
1
distance
0.09
0.54
2,021
195
1
rural
6
male
42
none
0
0
420
1
health_insurance
0
0
0
0
0
1
information
0.23
0.6
2,019
196
4
urban
3
male
41
primary
0
0
4,577
0
none
0
1
38.42
0
0
0
none
0.11
0.38
2,021
197
5
rural
6
male
35
secondary
0
1
7,350
0
none
0
0
3.91
0
0
0
none
0.16
0.43
2,022
198
2
urban
4
male
67
none
0
1
451
0
none
0
0
7.17
0
0
1
distance
0.17
0.14
2,020
199
4
rural
7
male
37
primary
0
0
3,549
1
fee_exemption
0
0
0
0
0
0
none
0.16
0.68
2,022
200
2
urban
5
male
41
none
0
0
673
0
none
0
1
94.08
1
0
0
none
0.22
0.22
2,023