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
9,801	1	rural	8	male	38	none	0	1	152	0	none	0	0	3.04	0	1	cost	0.21	0.11	2,019
9,802	1	urban	3	male	26	tertiary	0	0	253	0	none	0	0	0	0	0	none	0.19	0.49	2,023
9,803	3	rural	5	female	61	none	0	0	1,711	0	none	0	0	11.37	0	1	cost	0.25	0.14	2,020
9,804	1	rural	4	female	47	primary	0	1	287	0	none	0	1	32.68	1	0	none	0.28	0.28	2,022
9,805	4	urban	5	male	44	primary	0	0	3,297	0	none	1	0	17.16	0	0	none	0.09	0.76	2,020
9,806	5	urban	4	male	19	secondary	0	0	5,180	0	none	0	1	86.42	0	0	none	0.16	0.35	2,023
9,807	2	rural	2	female	31	tertiary	0	0	602	0	none	0	1	148.73	1	0	none	0.3	0.25	2,020
9,808	3	urban	6	male	39	none	0	0	1,047	0	none	0	1	69.4	0	0	none	0.18	0.43	2,020
9,809	5	rural	7	female	21	none	0	0	8,587	1	food_assistance	0	0	10.31	0	0	none	0.12	0.68	2,021
9,810	2	urban	8	female	60	secondary	0	0	603	0	none	0	1	7.74	0	0	none	0.18	0.44	2,021
9,811	1	rural	5	male	48	none	0	0	241	0	none	0	0	0	0	1	cost	0.23	0.12	2,021
9,812	5	rural	1	female	53	secondary	1	0	3,614	0	none	0	1	12.53	0	0	none	0.13	0.46	2,022
9,813	5	urban	4	female	42	primary	0	0	6,264	1	cash_transfer	0	1	35.66	0	0	none	0.06	0.7	2,021
9,814	5	rural	2	male	52	secondary	0	1	5,866	0	none	0	0	0	0	0	none	0.14	0.35	2,019
9,815	4	rural	3	male	42	primary	0	0	3,330	0	none	0	0	6.09	0	1	cultural	0.23	0.29	2,023
9,816	4	rural	6	male	54	primary	0	0	2,472	0	none	0	0	4.83	0	0	none	0.27	0.38	2,020
9,817	1	rural	5	male	50	tertiary	0	1	99	0	none	0	0	4.38	0	0	none	0.17	0.48	2,021
9,818	5	rural	1	female	44	primary	0	0	6,032	0	none	0	0	10.8	0	1	cost	0.11	0.14	2,023
9,819	4	rural	2	female	52	secondary	0	0	1,652	1	cash_transfer	0	1	26.57	0	0	none	0.17	0.71	2,023
9,820	5	rural	7	male	50	primary	0	0	5,882	1	health_insurance	0	1	85.6	0	0	none	0.08	0.69	2,021
9,821	4	rural	1	female	57	primary	0	1	1,838	0	none	0	1	10.89	0	0	none	0.15	0.4	2,022
9,822	3	urban	5	female	29	tertiary	0	1	1,104	0	none	0	1	5.89	0	0	none	0.15	0.43	2,022
9,823	5	urban	7	male	38	primary	1	0	4,132	0	none	0	1	51.3	0	0	none	0.08	0.47	2,019
9,824	4	rural	4	male	49	none	0	0	880	0	none	0	1	86.42	0	0	none	0.2	0.34	2,020
9,825	4	urban	7	female	45	primary	0	0	2,818	0	none	0	0	2.93	0	0	none	0.18	0.31	2,022
9,826	3	urban	6	male	39	primary	0	1	1,117	0	none	1	1	18.24	0	0	none	0.24	0.67	2,023
9,827	2	rural	4	male	22	none	0	0	706	0	none	0	0	0	0	1	cost	0.14	0.21	2,022
9,828	4	rural	4	male	28	secondary	0	0	1,918	0	none	0	0	0	0	1	cost	0.17	0.2	2,023
9,829	5	rural	1	male	39	none	0	0	10,513	1	health_insurance	0	0	26.75	0	1	quality	0.1	0.48	2,019
9,830	3	rural	3	male	54	secondary	0	0	734	0	none	1	1	16.88	0	0	none	0.15	0.72	2,022
9,831	2	urban	4	male	45	secondary	0	0	633	0	none	0	1	12.23	0	0	none	0.16	0.52	2,023
9,832	1	rural	6	male	64	primary	0	0	277	0	none	0	0	0	0	0	none	0.21	0.45	2,022
9,833	1	rural	5	male	59	primary	0	0	201	0	none	0	1	67.18	1	0	none	0.17	0.19	2,023
9,834	4	rural	7	male	36	secondary	0	0	2,142	1	food_assistance	1	0	0	0	0	none	0.11	0.97	2,021
9,835	4	rural	3	male	28	primary	0	0	3,688	0	none	0	0	0	0	1	quality	0.05	0.24	2,023
9,836	2	urban	7	female	34	primary	0	0	206	0	none	1	0	0	0	0	none	0.12	0.68	2,021
9,837	1	rural	3	male	46	secondary	0	0	204	0	none	0	1	10.64	0	0	none	0.21	0.37	2,021
9,838	3	urban	5	male	42	primary	0	0	454	0	none	0	0	0	0	0	none	0.19	0.39	2,020
9,839	3	rural	3	male	62	primary	0	1	1,041	0	none	0	0	18.26	0	1	quality	0.17	0.36	2,022
9,840	5	urban	4	male	33	primary	0	0	6,742	0	none	0	0	0	0	0	none	0.06	0.31	2,021
9,841	5	urban	5	male	40	secondary	0	0	3,096	1	fee_exemption	1	1	0.67	0	0	none	0.2	1	2,023
9,842	1	rural	4	male	31	tertiary	0	0	360	1	food_assistance	0	1	80.9	1	0	none	0.18	0.45	2,021
9,843	1	urban	8	female	59	primary	0	0	226	0	none	1	0	9.54	0	1	distance	0.24	0.55	2,019
9,844	5	urban	5	female	19	none	0	0	5,340	1	health_insurance	0	0	0	0	0	none	0.21	0.7	2,021
9,845	4	urban	5	male	53	none	0	1	2,306	0	none	1	1	59.47	0	0	none	0.09	0.72	2,020
9,846	2	urban	3	male	47	none	0	0	351	0	none	0	1	42.29	1	0	none	0.17	0.25	2,023
9,847	1	rural	10	female	48	primary	1	0	454	1	fee_exemption	0	0	0	0	1	distance	0.2	0.55	2,021
9,848	3	urban	6	male	46	none	0	0	1,429	0	none	0	1	25.76	0	0	none	0.1	0.53	2,022
9,849	4	rural	8	female	31	none	0	0	3,093	0	none	0	0	0	0	1	availability	0.13	0.1	2,019
9,850	1	urban	5	male	25	none	0	0	273	0	none	0	0	0	0	1	cost	0.14	0.17	2,019
9,851	2	rural	2	male	36	primary	0	0	654	0	none	0	0	0	0	1	quality	0.24	0.23	2,019
9,852	1	urban	9	male	51	secondary	0	0	392	0	none	0	1	14.32	0	0	none	0.27	0.42	2,022
9,853	5	rural	6	female	26	secondary	1	0	4,274	1	food_assistance	1	1	9.12	0	0	none	0.11	1	2,021
9,854	5	urban	3	male	49	primary	0	0	3,445	0	none	1	0	0	0	1	cost	0.14	0.53	2,020
9,855	2	urban	5	female	33	none	1	0	442	0	none	1	1	78.06	1	0	none	0.23	0.52	2,022
9,856	4	urban	6	female	28	primary	0	1	2,588	0	none	1	0	17.05	0	1	distance	0.07	0.55	2,022
9,857	1	rural	11	male	47	secondary	0	0	254	0	none	0	0	16.47	0	0	none	0.16	0.37	2,021
9,858	1	urban	2	female	45	none	0	0	281	0	none	0	0	0	0	0	none	0.2	0.43	2,023
9,859	3	rural	4	male	29	primary	0	0	578	0	none	0	0	6.17	0	0	none	0.25	0.43	2,020
9,860	1	rural	2	female	44	secondary	0	0	444	1	health_insurance	0	1	17.22	0	0	none	0.26	0.76	2,023
9,861	5	rural	3	male	18	secondary	0	0	4,914	0	none	1	1	6.94	0	0	none	0.1	0.69	2,023
9,862	5	urban	5	male	51	secondary	0	0	7,132	0	none	0	0	0	0	0	none	0.09	0.44	2,020
9,863	2	rural	5	male	21	secondary	0	0	747	0	none	0	0	0	0	1	distance	0.18	0.23	2,022
9,864	3	rural	3	female	64	tertiary	0	0	1,346	1	health_insurance	0	1	20.9	0	0	none	0.07	0.73	2,020
9,865	4	rural	2	male	43	none	0	0	2,667	0	none	0	1	12.83	0	0	none	0.18	0.44	2,022
9,866	1	urban	8	male	40	none	0	0	307	1	health_insurance	1	0	0	0	1	distance	0.19	0.79	2,020
9,867	1	rural	6	male	49	primary	0	0	196	0	none	0	0	0	0	1	quality	0.19	0.14	2,022
9,868	2	rural	5	male	59	primary	0	0	350	1	food_assistance	0	0	0	0	0	none	0.17	0.7	2,021
9,869	5	rural	6	male	28	secondary	0	0	6,307	0	none	0	1	23.19	0	0	none	0.09	0.36	2,023
9,870	3	urban	4	male	34	none	0	0	314	1	fee_exemption	1	1	0.57	0	0	none	0.21	0.98	2,022
9,871	3	rural	5	female	25	secondary	1	1	1,147	0	none	0	1	9.6	0	0	none	0.2	0.33	2,021
9,872	5	rural	7	female	56	secondary	0	0	6,635	0	none	0	1	31.89	0	0	none	0.13	0.46	2,023
9,873	1	rural	6	male	38	primary	0	1	275	0	none	0	0	13.61	0	1	availability	0.25	0.14	2,022
9,874	3	urban	7	male	30	primary	0	0	755	0	none	0	0	0	0	0	none	0.14	0.32	2,021
9,875	2	rural	5	male	41	none	1	0	476	0	none	0	0	0	0	0	none	0.15	0.37	2,022
9,876	3	rural	10	male	47	none	0	0	2,123	0	none	1	1	11.36	0	0	none	0.2	0.8	2,021
9,877	4	rural	5	male	35	primary	0	1	3,872	0	none	1	0	0	0	0	none	0.09	0.64	2,022
9,878	4	rural	5	male	19	primary	1	0	2,351	0	none	0	1	19.28	0	0	none	0.11	0.34	2,022
9,879	1	rural	5	female	38	none	0	0	343	0	none	0	1	37.09	1	0	none	0.18	0.24	2,019
9,880	4	urban	7	male	41	primary	0	0	2,595	0	none	1	1	6.29	0	0	none	0.17	0.76	2,019
9,881	5	rural	6	male	50	primary	0	0	6,505	1	disability_grant	0	0	0	0	0	none	0.01	0.68	2,019
9,882	1	rural	6	male	54	secondary	0	0	460	0	none	0	1	50.88	1	0	none	0.28	0.23	2,022
9,883	1	urban	5	male	50	primary	0	0	294	0	none	0	1	70.08	1	0	none	0.24	0.22	2,022
9,884	1	urban	2	female	28	primary	0	0	155	0	none	0	1	32.44	1	0	none	0.15	0.19	2,021
9,885	1	rural	7	male	48	none	0	0	149	0	none	0	0	0	0	1	distance	0.27	0.25	2,023
9,886	5	rural	8	male	31	secondary	0	0	7,904	0	none	0	0	7.6	0	1	cultural	0.17	0.26	2,021
9,887	5	rural	7	female	38	none	0	0	5,292	1	health_insurance	1	1	3.74	0	0	none	0.15	1	2,020
9,888	1	rural	4	male	29	tertiary	1	0	443	0	none	0	0	0	0	1	cost	0.26	0.23	2,023
9,889	1	rural	6	male	38	secondary	0	0	242	0	none	0	0	0	0	0	none	0.19	0.44	2,021
9,890	2	rural	8	male	28	primary	0	0	553	0	none	0	0	6.91	0	1	cost	0.16	0.17	2,019
9,891	5	rural	2	male	25	none	0	0	4,979	1	cash_transfer	0	1	10.63	0	0	none	0.18	0.68	2,022
9,892	4	urban	5	male	57	tertiary	0	0	2,025	1	social_pension	0	1	98.61	0	0	none	0.16	0.68	2,022
9,893	1	rural	4	female	20	none	0	0	200	0	none	0	1	29.86	1	0	none	0.21	0.33	2,023
9,894	5	rural	5	male	59	secondary	0	1	3,507	1	social_pension	1	1	4.87	0	0	none	0.12	1	2,019
9,895	1	rural	5	female	71	secondary	0	1	369	0	none	0	0	12.08	0	0	none	0.23	0.44	2,022
9,896	1	urban	3	male	28	none	0	1	467	0	none	0	0	0	0	0	none	0.19	0.45	2,020
9,897	5	rural	6	male	35	primary	0	0	5,332	0	none	1	0	1.61	0	0	none	0.15	0.68	2,023
9,898	2	rural	7	male	43	primary	0	0	584	0	none	0	0	2.65	0	1	availability	0.16	0.2	2,023
9,899	5	rural	5	male	24	primary	0	0	4,336	0	none	1	0	0	0	1	transport	0.06	0.51	2,021
9,900	2	urban	6	female	36	none	0	0	696	0	none	0	0	0	0	1	transport	0.35	0.23	2,020

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