Subset (3)

moderate_protection · 10k rows

Split (1)

train · 10k rows

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	unmet_need int64	primary_barrier string	benefit_incidence_score float64	financial_protection_score float64	year int64
1	4	rural	6	male	53	tertiary	0	0	2,736	1	cash_transfer	1	0	0	0	0	none	0.13	1	2,023
2	4	urban	2	female	69	tertiary	0	0	2,843	1	health_insurance	0	1	58.9	0	0	none	0.2	0.73	2,023
3	4	rural	3	male	45	secondary	0	0	2,061	0	none	1	1	4.38	0	0	none	0.21	0.62	2,023
4	3	rural	2	male	53	primary	0	0	796	1	health_insurance	0	0	0	0	0	none	0.16	0.72	2,020
5	1	urban	4	female	50	primary	0	0	138	1	health_insurance	0	0	0	0	1	transport	0.2	0.54	2,021
6	2	urban	5	female	42	secondary	0	0	814	0	none	1	1	10.43	0	0	none	0.27	0.74	2,020
7	1	rural	5	female	28	secondary	0	0	524	0	none	0	0	4.17	0	1	distance	0.21	0.25	2,023
8	1	rural	6	female	26	none	0	0	211	0	none	0	0	7.06	0	1	transport	0.24	0.18	2,021
9	5	rural	8	female	44	tertiary	0	1	8,344	1	health_insurance	0	0	3.91	0	0	none	0.12	0.7	2,020
10	1	urban	3	female	26	none	0	0	168	1	health_insurance	0	1	26.93	1	0	none	0.27	0.53	2,023
11	2	rural	3	male	44	tertiary	0	0	502	0	none	0	1	91.84	1	0	none	0.16	0.17	2,020
12	3	rural	8	male	27	secondary	0	1	978	1	disability_grant	0	1	65.18	0	0	none	0.2	0.68	2,020
13	1	urban	2	male	55	primary	0	0	280	0	none	1	1	83.12	1	0	none	0.32	0.58	2,021
14	1	rural	3	female	19	secondary	0	0	240	0	none	0	0	6.54	0	1	information	0.09	0.19	2,022
15	2	urban	4	male	41	secondary	0	0	646	0	none	0	0	0	0	0	none	0.24	0.39	2,022
16	2	rural	5	female	51	tertiary	0	0	464	0	none	0	0	0	0	1	quality	0.17	0.22	2,022
17	3	rural	7	male	46	primary	0	0	1,452	0	none	0	1	17.54	0	0	none	0.17	0.39	2,020
18	5	rural	10	female	39	none	0	0	5,678	0	none	0	1	9.72	0	0	none	0.1	0.42	2,023
19	4	urban	8	female	48	none	0	0	2,990	0	none	0	1	31.86	0	0	none	0.2	0.3	2,023
20	1	rural	6	male	59	secondary	0	1	155	1	health_insurance	0	0	0	0	1	quality	0.24	0.49	2,022
21	1	urban	6	female	37	primary	0	0	373	1	cash_transfer	0	0	8.46	0	1	cost	0.18	0.52	2,022
22	2	rural	3	male	67	none	0	0	482	0	none	0	1	26.68	0	0	none	0.25	0.34	2,022
23	2	rural	9	male	56	none	0	0	499	0	none	0	1	7.12	0	0	none	0.13	0.47	2,020
24	3	urban	9	male	46	none	0	0	1,637	0	none	0	0	24.59	0	1	cost	0.19	0.21	2,021
25	1	urban	3	male	56	primary	0	0	210	0	none	0	0	0	0	1	cost	0.26	0.23	2,023
26	3	rural	8	male	46	secondary	0	0	1,344	1	food_assistance	0	1	10.99	0	0	none	0.18	0.71	2,022
27	3	rural	10	male	45	tertiary	0	0	1,701	0	none	0	1	12.56	0	0	none	0.16	0.37	2,023
28	2	rural	7	male	48	none	0	0	623	0	none	0	0	4.9	0	0	none	0.18	0.4	2,022
29	4	urban	7	male	37	primary	0	1	2,817	0	none	0	0	0	0	1	quality	0.15	0.23	2,023
30	4	rural	5	male	46	primary	0	0	2,166	0	none	0	0	7.49	0	1	quality	0.18	0.17	2,022
31	3	rural	3	female	47	primary	0	0	1,369	0	none	0	0	0	0	0	none	0.16	0.38	2,022
32	1	rural	5	male	18	none	0	0	373	1	health_insurance	0	1	16.03	0	0	none	0.17	0.73	2,021
33	2	urban	2	male	26	primary	0	0	381	1	fee_exemption	0	0	0	0	1	cost	0.24	0.44	2,021
34	4	urban	1	female	44	none	1	1	781	1	cash_transfer	0	0	16.85	0	0	none	0.19	0.68	2,023
35	2	rural	8	male	51	none	1	0	563	1	social_pension	0	0	0	0	0	none	0.27	0.7	2,020
36	4	urban	2	male	65	primary	0	0	2,431	0	none	0	1	19.27	0	0	none	0.1	0.43	2,022
37	4	urban	6	female	58	primary	0	0	2,170	0	none	1	0	0	0	1	cost	0.18	0.48	2,022
38	1	rural	4	male	18	secondary	0	0	381	0	none	0	0	5.9	0	0	none	0.18	0.38	2,020
39	4	urban	8	female	37	primary	0	0	2,600	1	health_insurance	0	1	59.66	0	0	none	0.11	0.63	2,023
40	5	urban	4	male	28	tertiary	0	0	2,268	1	health_insurance	0	0	0	0	0	none	0.08	0.64	2,019
41	1	urban	5	male	37	secondary	0	0	320	0	none	0	0	0	0	1	transport	0.32	0.19	2,019
42	2	rural	4	female	60	primary	0	0	497	0	none	0	0	0	0	1	distance	0.22	0.19	2,020
43	1	rural	5	male	53	tertiary	0	0	380	0	none	0	1	3.36	0	0	none	0.24	0.22	2,021
44	1	rural	2	female	71	secondary	0	0	291	0	none	0	1	11.75	0	0	none	0.21	0.36	2,021
45	1	urban	8	female	22	none	0	0	333	0	none	0	0	0	0	1	availability	0.26	0.27	2,021
46	4	rural	8	male	46	secondary	0	0	2,672	0	none	1	0	0	0	1	discrimination	0.16	0.49	2,020
47	2	rural	7	male	57	primary	0	1	462	0	none	0	0	0	0	0	none	0.15	0.45	2,021
48	3	urban	10	female	47	primary	0	0	1,579	0	none	0	1	33.35	0	0	none	0.13	0.42	2,023
49	1	rural	4	male	78	tertiary	0	1	267	0	none	0	0	0	0	1	information	0.25	0.19	2,022
50	3	rural	8	male	49	secondary	0	0	652	0	none	0	1	115.04	1	0	none	0.17	0.14	2,023
51	1	rural	3	male	42	primary	0	1	257	0	none	1	1	1.63	0	0	none	0.18	0.69	2,023
52	1	rural	7	male	42	none	0	1	365	0	none	0	0	5.11	0	1	cost	0.22	0.27	2,023
53	1	urban	7	male	27	primary	0	0	272	0	none	0	1	46.91	1	0	none	0.24	0.13	2,022
54	4	urban	1	male	37	secondary	0	0	3,502	0	none	0	1	164.41	0	0	none	0.26	0.34	2,022
55	1	urban	3	female	33	primary	1	0	304	0	none	0	0	0	0	1	cost	0.13	0.09	2,020
56	5	rural	5	female	49	secondary	0	0	3,546	0	none	0	1	45.47	0	0	none	0.1	0.4	2,021
57	1	urban	9	male	61	primary	0	0	227	0	none	0	1	23.8	1	0	none	0.27	0.2	2,020
58	3	rural	5	female	37	tertiary	0	1	902	0	none	0	1	90.94	1	0	none	0.07	0.1	2,021
59	1	rural	5	female	18	primary	0	0	224	1	cash_transfer	0	0	13.08	0	1	quality	0.1	0.45	2,021
60	2	rural	5	male	46	primary	0	1	457	0	none	0	1	75.89	1	0	none	0.21	0.12	2,020
61	1	urban	5	female	77	secondary	0	0	316	0	none	0	0	4.45	0	1	transport	0.21	0.23	2,023
62	1	urban	6	male	19	primary	0	0	185	1	disability_grant	0	0	0	0	0	none	0.14	0.7	2,023
63	3	rural	8	male	46	primary	0	0	920	1	health_insurance	0	1	30.25	0	0	none	0.21	0.63	2,020
64	1	urban	3	male	41	none	0	0	148	0	none	0	1	208.26	1	0	none	0.27	0.25	2,021
65	4	rural	5	female	51	tertiary	0	1	1,222	0	none	0	1	3.29	0	0	none	0.1	0.46	2,021
66	1	rural	4	female	34	none	0	0	246	0	none	0	0	0	0	1	availability	0.27	0.16	2,021
67	2	rural	5	male	41	secondary	0	0	895	0	none	1	1	12.54	0	0	none	0.23	0.71	2,023
68	4	urban	4	male	33	secondary	1	0	2,632	0	none	0	1	22.25	0	0	none	0.13	0.47	2,020
69	2	rural	4	male	53	primary	0	0	432	0	none	0	0	0	0	0	none	0.19	0.39	2,023
70	2	urban	2	male	46	primary	0	1	391	0	none	0	0	0	0	0	none	0.24	0.41	2,020
71	3	rural	4	male	34	primary	0	0	859	1	disability_grant	0	0	4.16	0	0	none	0.13	0.67	2,023
72	2	rural	6	male	55	tertiary	1	0	524	0	none	1	1	2.39	0	0	none	0.08	0.75	2,020
73	2	rural	10	male	23	none	0	0	582	0	none	0	1	28.6	0	0	none	0.2	0.4	2,023
74	2	urban	3	female	51	none	0	0	163	1	health_insurance	0	1	18.01	1	0	none	0.21	0.5	2,023
75	5	rural	7	male	42	primary	0	0	4,354	0	none	1	0	0	0	1	distance	0.16	0.41	2,022
76	5	rural	5	female	45	secondary	0	0	5,722	1	social_pension	0	0	0	0	0	none	0.13	0.62	2,022
77	3	rural	3	male	53	none	0	0	643	0	none	0	1	48.59	0	0	none	0.16	0.52	2,020
78	1	rural	7	female	34	primary	0	1	194	0	none	0	1	56.85	1	0	none	0.15	0.25	2,020
79	1	rural	3	female	42	tertiary	0	0	158	0	none	0	0	4.15	0	1	cost	0.29	0.23	2,021
80	4	rural	3	female	33	primary	0	0	2,852	0	none	0	0	3.12	0	0	none	0.13	0.35	2,021
81	2	urban	6	male	64	secondary	0	0	584	0	none	0	1	37.78	0	0	none	0.08	0.35	2,021
82	2	rural	3	male	45	secondary	0	1	495	1	food_assistance	1	0	0	0	0	none	0.18	1	2,020
83	5	rural	6	male	50	tertiary	0	0	2,022	0	none	1	1	4.33	0	0	none	0.17	0.74	2,023
84	5	rural	7	female	30	primary	0	1	3,029	0	none	1	0	0	0	1	quality	0.11	0.51	2,020
85	1	urban	3	female	50	primary	1	0	304	1	health_insurance	0	0	16.07	0	0	none	0.19	0.64	2,023
86	3	urban	3	male	36	none	0	0	749	0	none	0	0	4.28	0	0	none	0.07	0.39	2,020
87	2	rural	5	female	26	none	0	0	621	0	none	0	1	3.39	0	0	none	0.26	0.25	2,021
88	3	urban	6	female	28	primary	0	0	966	0	none	0	1	126.31	1	0	none	0.18	0.14	2,020
89	3	rural	4	female	30	none	0	0	1,180	0	none	0	0	0	0	1	transport	0.17	0.17	2,023
90	3	urban	2	male	40	primary	0	0	998	1	cash_transfer	0	0	9.52	0	1	quality	0.19	0.47	2,021
91	3	rural	2	male	24	secondary	0	1	1,418	0	none	0	0	0	0	0	none	0.29	0.38	2,021
92	3	urban	2	male	57	primary	0	0	1,317	1	health_insurance	0	1	34.22	0	0	none	0.15	0.73	2,023
93	3	rural	6	male	59	none	0	1	1,137	1	cash_transfer	1	0	16.74	0	1	cultural	0.14	0.73	2,023
94	3	urban	3	male	79	secondary	0	0	937	0	none	0	0	0	0	1	distance	0.2	0.18	2,020
95	3	urban	3	male	38	none	0	1	1,088	0	none	0	1	48.48	0	0	none	0.2	0.34	2,023
96	5	rural	10	female	18	tertiary	0	1	4,322	1	social_pension	0	0	0	0	1	quality	0.16	0.52	2,021
97	2	rural	6	male	42	primary	0	0	463	0	none	0	1	227.15	1	0	none	0.18	0.22	2,023
98	1	rural	5	male	32	none	0	0	249	0	none	0	0	3.38	0	0	none	0.25	0.42	2,022
99	4	rural	4	male	49	none	0	0	1,868	1	fee_exemption	0	1	1.32	0	0	none	0.18	0.7	2,022
100	1	urban	7	male	68	primary	0	1	196	1	fee_exemption	0	1	3.54	0	0	none	0.21	0.66	2,022

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