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
9,901	3	rural	5	female	46	secondary	0	1	443	0	none	0	1	41.7	0	0	none	0.16	0.43	2,023
9,902	3	rural	5	female	37	secondary	0	0	441	0	none	0	1	17.89	0	0	none	0.17	0.51	2,019
9,903	2	rural	5	male	34	secondary	1	0	567	0	none	0	1	20.49	0	0	none	0.22	0.49	2,021
9,904	4	rural	7	male	40	secondary	0	1	2,440	0	none	1	0	8.14	0	1	quality	0.16	0.44	2,022
9,905	2	urban	5	female	47	primary	0	0	783	0	none	0	1	21.05	0	0	none	0.24	0.36	2,022
9,906	5	rural	8	male	43	tertiary	0	0	5,893	1	disability_grant	0	0	0	0	0	none	0.1	0.77	2,019
9,907	2	urban	9	male	40	secondary	0	0	496	0	none	0	0	0	0	1	transport	0.19	0.2	2,021
9,908	1	urban	3	male	30	secondary	0	0	123	0	none	0	0	0	0	1	cost	0.29	0.25	2,020
9,909	2	rural	5	male	18	primary	0	0	656	0	none	0	0	0	0	0	none	0.13	0.47	2,022
9,910	5	rural	12	female	48	primary	0	0	5,448	1	cash_transfer	0	1	30.66	0	0	none	0.19	0.68	2,022
9,911	1	rural	8	male	36	primary	0	1	358	0	none	1	1	8.24	0	0	none	0.22	0.65	2,020
9,912	1	urban	6	male	52	secondary	0	1	313	0	none	1	1	24.65	0	0	none	0.22	0.68	2,021
9,913	1	rural	8	male	43	tertiary	0	0	196	0	none	1	1	1.86	0	0	none	0.11	0.75	2,019
9,914	5	rural	5	female	32	primary	0	1	4,385	0	none	1	0	0	0	0	none	0.13	0.69	2,021
9,915	3	urban	10	male	68	tertiary	0	0	825	0	none	0	0	10.04	0	1	availability	0.15	0.18	2,021
9,916	1	urban	1	male	44	none	0	1	364	0	none	0	0	0	0	1	cost	0.21	0.2	2,022
9,917	5	urban	2	male	33	none	0	1	3,735	0	none	0	1	38.26	0	0	none	0.12	0.42	2,019
9,918	4	rural	7	female	43	secondary	0	0	2,855	0	none	0	0	0	0	0	none	0.15	0.34	2,023
9,919	2	rural	2	female	40	secondary	0	0	733	1	food_assistance	0	0	6.9	0	1	availability	0.18	0.5	2,022
9,920	1	rural	1	male	36	none	0	1	167	0	none	0	1	232.11	1	0	none	0.22	0.27	2,020
9,921	1	rural	2	male	20	secondary	0	0	191	0	none	0	0	8.71	0	0	none	0.3	0.39	2,023
9,922	3	rural	9	male	20	none	1	1	1,496	0	none	0	0	19.6	0	0	none	0.23	0.43	2,022
9,923	1	rural	3	female	49	tertiary	0	0	285	0	none	1	0	0	0	0	none	0.14	0.64	2,020
9,924	4	rural	7	female	41	none	0	0	1,373	1	fee_exemption	1	0	22.99	0	0	none	0.19	1	2,023
9,925	4	rural	7	male	27	primary	0	0	2,211	0	none	1	0	0	0	0	none	0.2	0.64	2,022
9,926	1	rural	5	female	41	secondary	0	0	332	0	none	0	0	0	0	1	quality	0.22	0.19	2,022
9,927	1	rural	4	male	36	primary	0	0	313	0	none	0	0	0	0	1	cost	0.14	0.34	2,020
9,928	2	urban	4	male	38	secondary	0	0	170	1	cash_transfer	0	1	35.16	1	0	none	0.28	0.52	2,021
9,929	2	urban	4	female	45	secondary	0	1	323	0	none	0	1	12.55	0	0	none	0.21	0.39	2,021
9,930	2	rural	3	male	39	secondary	0	0	671	0	none	0	1	60.14	0	0	none	0.2	0.36	2,019
9,931	2	rural	4	female	31	none	0	0	483	0	none	0	0	0	0	1	information	0.21	0.17	2,022
9,932	1	urban	4	male	18	secondary	0	0	184	1	fee_exemption	0	1	1.59	0	0	none	0.21	0.7	2,020
9,933	5	urban	3	male	51	secondary	0	0	5,121	0	none	0	1	18.12	0	0	none	0.21	0.4	2,021
9,934	1	rural	7	male	39	secondary	0	0	367	0	none	1	0	0	0	0	none	0.15	0.66	2,022
9,935	4	rural	4	female	28	secondary	0	0	2,322	1	cash_transfer	0	1	11.27	0	0	none	0.21	0.71	2,023
9,936	5	urban	3	male	25	secondary	0	0	3,751	0	none	0	0	0	0	1	distance	0.03	0.25	2,019
9,937	5	urban	2	male	21	primary	0	0	5,055	1	fee_exemption	0	1	3.03	0	0	none	0.15	0.7	2,020
9,938	4	rural	7	male	41	secondary	0	0	1,343	0	none	0	0	0	0	0	none	0.12	0.32	2,022
9,939	2	rural	6	male	61	secondary	0	1	489	1	health_insurance	0	0	0	0	1	cost	0.27	0.5	2,022
9,940	4	rural	3	male	57	secondary	0	0	2,520	1	social_pension	1	1	4.88	0	0	none	0.2	1	2,023
9,941	1	urban	3	male	59	secondary	0	0	279	0	none	0	1	23.08	0	0	none	0.23	0.41	2,021
9,942	2	rural	8	male	62	none	0	0	644	0	none	1	1	44.85	0	0	none	0.26	0.74	2,023
9,943	1	rural	3	female	40	primary	0	0	413	1	fee_exemption	0	1	8.59	0	0	none	0.29	0.72	2,019
9,944	1	rural	4	female	60	secondary	0	0	107	0	none	0	1	32.76	1	0	none	0.23	0.25	2,019
9,945	5	urban	1	male	39	primary	0	0	4,048	0	none	1	1	14.37	0	0	none	0.09	0.61	2,020
9,946	1	rural	2	male	31	primary	0	1	349	0	none	1	1	8.98	0	0	none	0.19	0.79	2,023
9,947	5	rural	2	male	18	none	0	0	3,782	0	none	0	0	0	0	0	none	0.07	0.38	2,022
9,948	1	rural	5	male	39	tertiary	0	0	257	1	food_assistance	0	0	0	0	0	none	0.27	0.73	2,019
9,949	1	rural	3	male	55	none	0	0	339	0	none	0	0	0	0	0	none	0.2	0.44	2,020
9,950	2	rural	6	female	75	secondary	0	0	438	0	none	0	0	0	0	0	none	0.23	0.45	2,023
9,951	2	rural	5	female	51	none	0	0	553	0	none	1	0	0	0	1	cost	0.19	0.5	2,021
9,952	1	urban	3	male	31	primary	0	1	252	0	none	0	0	0	0	0	none	0.14	0.38	2,020
9,953	2	rural	6	female	18	primary	0	0	482	1	cash_transfer	0	1	23.53	0	0	none	0.19	0.72	2,019
9,954	1	rural	5	female	49	none	0	1	381	0	none	0	0	0	0	0	none	0.21	0.31	2,021
9,955	3	rural	4	male	31	secondary	0	0	1,753	0	none	0	0	3.61	0	0	none	0.13	0.41	2,021
9,956	3	rural	8	male	30	secondary	0	0	932	0	none	1	0	0	0	0	none	0.09	0.71	2,022
9,957	1	rural	5	female	61	none	0	0	314	0	none	0	0	0	0	0	none	0.17	0.43	2,021
9,958	2	rural	5	male	29	primary	0	0	515	0	none	0	0	0	0	1	cost	0.25	0.16	2,020
9,959	3	rural	2	male	33	primary	0	0	647	0	none	1	0	0	0	1	quality	0.15	0.55	2,023
9,960	4	urban	2	male	33	secondary	0	0	3,055	0	none	0	1	9.06	0	0	none	0.22	0.41	2,020
9,961	5	urban	4	male	62	primary	0	1	3,313	1	disability_grant	0	1	19.79	0	0	none	0.19	0.66	2,020
9,962	1	urban	2	male	18	secondary	0	0	192	0	none	1	1	23.42	1	0	none	0.15	0.54	2,020
9,963	1	urban	7	female	46	tertiary	0	0	220	0	none	0	0	0	0	1	cost	0.21	0.29	2,021
9,964	3	rural	4	male	78	primary	0	0	1,555	1	cash_transfer	0	0	0	0	0	none	0.13	0.79	2,022
9,965	5	urban	5	female	50	secondary	0	1	5,373	0	none	1	1	13.04	0	0	none	0.13	0.72	2,022
9,966	1	rural	6	male	35	tertiary	0	0	445	0	none	0	1	71.69	1	0	none	0.2	0.23	2,020
9,967	1	rural	5	female	49	primary	0	0	290	0	none	0	1	19.93	0	0	none	0.24	0.37	2,019
9,968	5	urban	5	female	48	primary	0	0	7,273	1	health_insurance	0	1	71.82	0	0	none	0.15	0.68	2,022
9,969	1	rural	6	male	36	none	0	0	323	0	none	0	0	0	0	1	cost	0.23	0.19	2,020
9,970	2	urban	3	female	43	secondary	0	1	516	0	none	0	1	32.53	0	0	none	0.21	0.28	2,023
9,971	1	urban	5	male	44	secondary	0	0	205	0	none	0	0	0	0	1	cost	0.23	0.15	2,022
9,972	1	urban	8	female	29	primary	0	0	268	0	none	0	1	37.39	1	0	none	0.17	0.22	2,021
9,973	2	rural	2	female	43	none	0	0	637	0	none	1	1	8.66	0	0	none	0.15	0.67	2,021
9,974	1	urban	5	male	30	tertiary	0	1	389	0	none	0	0	0	0	1	cost	0.29	0.15	2,021
9,975	3	urban	5	male	34	primary	0	0	1,955	0	none	1	1	2.79	0	0	none	0.19	0.67	2,023
9,976	3	rural	4	male	49	none	0	0	716	0	none	0	0	31.44	0	1	quality	0.24	0.19	2,021
9,977	2	urban	5	male	29	none	0	0	687	0	none	0	0	0	0	0	none	0.11	0.37	2,022
9,978	2	rural	6	female	29	primary	0	1	504	0	none	0	0	0	0	1	quality	0.29	0.17	2,019
9,979	1	rural	3	female	46	primary	0	1	413	0	none	0	0	0	0	1	cost	0.23	0.14	2,023
9,980	5	rural	7	male	44	secondary	0	1	8,331	0	none	1	0	0	0	0	none	0.14	0.72	2,022
9,981	5	rural	4	female	48	tertiary	0	0	6,586	0	none	0	0	5.28	0	1	information	0.11	0.14	2,022
9,982	1	urban	6	female	31	secondary	0	0	386	0	none	0	0	19.72	0	0	none	0.24	0.43	2,020
9,983	4	urban	8	female	45	tertiary	0	0	2,605	0	none	1	1	10.54	0	0	none	0.24	0.68	2,022
9,984	3	urban	8	female	46	secondary	0	0	1,473	0	none	0	0	0	0	0	none	0.16	0.39	2,021
9,985	1	rural	3	male	19	tertiary	0	0	266	0	none	0	0	0	0	0	none	0.24	0.47	2,023
9,986	2	rural	4	male	34	primary	0	1	543	1	fee_exemption	0	1	3.35	0	0	none	0.12	0.66	2,019
9,987	1	rural	1	female	51	primary	0	0	262	0	none	1	1	5.08	0	0	none	0.22	0.73	2,023
9,988	4	rural	5	male	41	tertiary	0	0	2,345	0	none	0	0	0	0	1	availability	0.2	0.21	2,022
9,989	3	rural	5	male	32	primary	0	0	1,297	0	none	1	1	11.87	0	0	none	0.19	0.7	2,020
9,990	2	rural	6	female	23	none	1	0	664	1	health_insurance	0	0	0	0	1	cost	0.24	0.54	2,020
9,991	2	urban	4	male	29	secondary	0	0	298	0	none	1	1	1.77	0	0	none	0.16	0.68	2,022
9,992	3	urban	9	female	65	none	0	0	1,096	0	none	1	1	29.08	0	0	none	0.1	0.63	2,023
9,993	2	urban	3	female	46	primary	0	0	727	0	none	0	0	0	0	1	cost	0.26	0.18	2,023
9,994	3	rural	9	male	33	secondary	0	0	1,273	0	none	0	0	5.99	0	0	none	0.1	0.34	2,023
9,995	1	rural	6	male	25	tertiary	0	0	247	0	none	0	0	0	0	1	cultural	0.35	0.24	2,021
9,996	5	rural	7	female	61	primary	0	0	5,348	1	social_pension	1	0	0	0	0	none	0.07	1	2,023
9,997	5	urban	3	male	39	none	0	0	5,712	1	fee_exemption	0	1	4.89	0	0	none	0.08	0.66	2,019
9,998	3	urban	6	male	48	none	0	0	1,696	1	cash_transfer	0	0	0	0	1	cost	0.19	0.52	2,019
9,999	2	rural	3	female	33	secondary	0	1	483	0	none	0	0	2.66	0	1	cost	0.24	0.23	2,019
10,000	1	rural	6	female	31	secondary	0	0	308	0	none	0	0	0	0	0	none	0.26	0.41	2,022

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