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	impoverished_by_oop int64	unmet_need int64	primary_barrier string	benefit_incidence_score float64	financial_protection_score float64	year int64
201	4	rural	7	male	20	secondary	0	1	3,773	1	health_insurance	0	0	0	0	0	1	transport	0.16	0.45	2,020
202	1	rural	1	female	42	secondary	0	0	314	0	none	0	1	28.25	0	0	0	none	0.19	0.41	2,022
203	4	urban	5	female	45	secondary	1	0	1,911	0	none	0	0	0	0	0	0	none	0.17	0.4	2,023
204	3	rural	4	female	30	none	0	0	646	0	none	0	0	0	0	0	1	transport	0.11	0.24	2,023
205	5	urban	4	male	32	primary	0	0	5,236	0	none	1	1	16.4	0	0	0	none	0.09	0.72	2,020
206	2	rural	3	male	53	none	0	0	548	0	none	1	1	3.61	0	0	0	none	0.23	0.75	2,021
207	2	rural	3	female	43	none	0	1	436	0	none	0	1	46.67	1	0	0	none	0.22	0.24	2,021
208	5	urban	2	male	48	none	0	1	6,559	0	none	0	1	32.24	0	0	0	none	0.22	0.42	2,021
209	5	rural	7	male	48	tertiary	0	0	4,743	1	health_insurance	0	1	64.14	0	0	0	none	0.18	0.68	2,022
210	1	urban	5	female	58	primary	0	0	447	0	none	0	0	0	0	0	1	transport	0.36	0.23	2,019
211	1	rural	4	male	28	secondary	0	1	181	0	none	0	0	0	0	0	1	distance	0.3	0.17	2,023
212	3	rural	6	female	36	primary	1	0	1,123	1	fee_exemption	1	1	1.38	0	0	0	none	0.15	1	2,023
213	3	rural	6	male	59	primary	0	1	738	0	none	0	1	21.29	0	0	0	none	0.15	0.36	2,023
214	4	rural	8	male	42	primary	0	0	2,593	0	none	0	1	26.48	0	0	0	none	0.12	0.43	2,023
215	5	rural	5	male	18	none	0	0	5,907	0	none	0	1	45.39	0	0	0	none	0.12	0.39	2,023
216	1	rural	4	female	38	primary	0	0	264	0	none	0	1	15.1	0	0	0	none	0.13	0.44	2,022
217	2	urban	7	male	62	secondary	0	0	724	1	cash_transfer	0	0	6.09	0	0	1	cost	0.24	0.46	2,020
218	3	rural	7	male	49	none	0	0	1,068	0	none	0	0	0	0	0	0	none	0.16	0.38	2,021
219	1	urban	6	female	42	secondary	0	0	294	0	none	0	0	2.66	0	0	1	quality	0.29	0.17	2,023
220	3	rural	6	male	32	none	0	0	1,233	1	fee_exemption	1	1	0.85	0	0	0	none	0.22	1	2,019
221	3	rural	4	male	22	secondary	0	0	573	0	none	1	1	4.36	0	0	0	none	0.18	0.66	2,023
222	1	urban	5	male	49	secondary	0	0	302	1	health_insurance	0	0	0	0	0	0	none	0.21	0.76	2,022
223	1	rural	5	female	18	secondary	0	0	456	0	none	0	0	7.42	0	0	0	none	0.25	0.42	2,022
224	1	rural	4	male	44	none	0	0	380	1	none	0	0	0	0	0	1	cultural	0.2	0.47	2,022
225	3	urban	3	female	39	secondary	0	0	1,091	1	fee_exemption	0	0	0	0	0	1	quality	0.18	0.39	2,022
226	1	rural	4	male	27	primary	0	0	161	0	none	0	0	0	0	0	0	none	0.25	0.46	2,022
227	2	urban	5	female	52	secondary	0	0	438	0	none	0	0	8.32	0	0	0	none	0.19	0.39	2,022
228	3	urban	5	male	23	secondary	0	1	961	1	disability_grant	0	0	0	0	0	0	none	0.16	0.65	2,023
229	3	rural	4	male	41	primary	0	0	845	0	none	0	1	18.1	0	0	0	none	0.2	0.31	2,021
230	4	urban	4	male	56	none	1	0	2,203	0	none	0	1	15.13	0	0	0	none	0.2	0.35	2,019
231	3	rural	8	female	47	primary	0	1	775	1	health_insurance	1	0	3.66	0	0	1	distance	0.28	0.82	2,021
232	2	rural	2	male	29	none	0	0	721	1	health_insurance	1	1	6.46	0	0	0	none	0.19	1	2,021
233	4	rural	3	male	32	primary	0	0	2,163	0	none	1	1	12.84	0	0	0	none	0.23	0.71	2,020
234	4	rural	7	female	18	none	0	0	2,481	0	none	0	0	0	0	0	0	none	0.16	0.4	2,022
235	4	urban	6	female	30	primary	0	0	3,131	0	none	0	0	0	0	0	0	none	0.26	0.39	2,019
236	3	rural	2	female	80	none	0	0	1,099	0	none	0	1	52.69	0	0	0	none	0.2	0.43	2,021
237	1	rural	2	male	35	tertiary	0	0	260	0	none	0	1	12.02	0	0	0	none	0.24	0.44	2,022
238	4	urban	4	male	18	secondary	0	0	2,678	0	none	0	0	0	0	0	0	none	0.08	0.37	2,021
239	4	rural	5	female	52	primary	0	0	2,234	0	none	0	0	25.04	0	0	1	information	0.2	0.14	2,023
240	1	urban	3	female	29	primary	0	0	342	0	none	0	1	21.33	0	0	0	none	0.25	0.37	2,020
241	2	urban	4	female	45	secondary	0	1	702	0	none	1	0	55.78	0	0	1	distance	0.16	0.5	2,023
242	3	rural	8	female	28	tertiary	0	1	1,453	0	none	0	0	13.95	0	0	1	availability	0.14	0.2	2,022
243	4	urban	5	female	28	none	0	1	3,214	0	none	1	1	1.74	0	0	0	none	0.16	0.67	2,023
244	1	rural	5	male	53	primary	0	0	268	1	fee_exemption	0	1	4.42	0	0	0	none	0.32	0.67	2,023
245	2	rural	2	male	42	none	0	0	779	1	fee_exemption	0	0	4.69	0	0	1	cost	0.26	0.44	2,020
246	1	urban	5	female	47	none	0	0	131	0	none	0	1	12.14	0	0	0	none	0.22	0.41	2,022
247	2	urban	9	male	26	primary	0	0	543	0	none	0	0	17.9	0	0	1	cost	0.22	0.15	2,020
248	3	urban	3	male	24	primary	0	0	866	0	none	0	0	0	0	0	1	cultural	0.27	0.15	2,022
249	2	rural	4	male	40	tertiary	0	0	793	0	none	1	0	0	0	0	1	quality	0.21	0.45	2,021
250	4	urban	7	male	29	primary	0	0	2,250	0	none	0	0	12.83	0	0	1	distance	0.14	0.09	2,019
251	3	urban	4	female	42	secondary	0	0	895	0	none	1	0	0	0	0	0	none	0.13	0.73	2,020
252	5	rural	3	male	41	none	0	0	5,774	0	none	0	0	0	0	0	1	availability	0.15	0.22	2,020
253	3	rural	5	male	49	none	0	0	1,181	1	cash_transfer	0	0	58.61	0	0	0	none	0.11	0.66	2,023
254	1	urban	6	female	47	tertiary	0	1	312	0	none	0	1	22.5	0	0	0	none	0.23	0.37	2,019
255	5	rural	9	female	59	secondary	0	0	3,419	0	none	0	0	0	0	0	1	distance	0.11	0.27	2,023
256	1	rural	4	male	20	none	0	0	50	0	none	0	0	0	0	0	0	none	0.27	0.4	2,020
257	3	urban	4	female	56	primary	0	0	574	0	none	0	0	0	0	0	0	none	0.15	0.39	2,019
258	4	rural	8	female	48	secondary	1	0	2,181	1	cash_transfer	0	0	0	0	0	1	distance	0.25	0.48	2,022
259	4	rural	4	male	38	secondary	0	0	2,579	0	none	1	0	0	0	0	1	distance	0.16	0.45	2,020
260	3	rural	7	male	35	secondary	0	0	1,363	1	cash_transfer	1	0	0	0	0	0	none	0.24	0.93	2,022
261	1	urban	3	male	18	secondary	0	0	329	0	none	0	0	0	0	0	1	cost	0.21	0.22	2,023
262	1	rural	4	male	73	primary	1	0	250	1	social_pension	0	0	0	0	0	0	none	0.25	0.7	2,023
263	1	rural	7	male	64	primary	0	1	395	0	none	0	1	86.08	1	0	0	none	0.17	0.22	2,020
264	2	rural	6	female	29	primary	1	0	862	0	none	0	0	0	0	0	1	distance	0.19	0.22	2,019
265	3	urban	1	male	48	secondary	0	0	922	0	none	0	1	18.29	0	0	0	none	0.17	0.3	2,023
266	1	rural	6	female	60	none	0	0	370	1	cash_transfer	0	0	0	0	0	1	quality	0.29	0.56	2,023
267	2	urban	2	male	38	secondary	0	0	579	0	none	1	0	19.45	0	0	1	cultural	0.26	0.56	2,023
268	5	urban	6	male	64	none	1	0	5,542	0	none	1	1	12.38	0	0	0	none	0.16	0.7	2,023
269	5	rural	3	male	30	primary	0	0	5,835	1	health_insurance	0	0	0	0	0	0	none	0.16	0.69	2,021
270	2	rural	3	female	49	none	0	0	509	0	none	0	1	14.27	0	0	0	none	0.24	0.41	2,022
271	1	urban	5	male	83	secondary	0	0	228	0	none	0	1	16.88	0	0	0	none	0.26	0.33	2,023
272	2	rural	4	male	43	tertiary	0	0	517	1	disability_grant	1	1	5.57	0	0	0	none	0.17	0.93	2,019
273	2	urban	1	male	18	primary	0	0	579	0	none	0	0	6.22	0	0	1	cost	0.21	0.28	2,022
274	3	rural	8	male	51	none	1	0	776	0	none	0	0	0	0	0	0	none	0.09	0.39	2,022
275	5	rural	6	male	38	primary	0	0	4,168	0	none	0	1	11.94	0	0	0	none	0.07	0.44	2,020
276	1	rural	3	male	67	primary	0	0	334	1	cash_transfer	0	1	23.08	0	0	0	none	0.18	0.71	2,022
277	2	rural	4	male	27	none	0	1	563	1	fee_exemption	0	0	0	0	0	0	none	0.09	0.72	2,020
278	2	urban	6	female	48	none	0	0	714	0	none	0	1	22.36	0	0	0	none	0.29	0.42	2,023
279	3	urban	4	female	47	secondary	1	0	940	1	fee_exemption	1	1	0.71	0	0	0	none	0.17	0.93	2,020
280	3	rural	3	male	22	primary	0	0	412	0	none	0	0	0	0	0	0	none	0.18	0.45	2,023
281	3	urban	5	male	39	secondary	0	0	983	0	none	0	1	21.03	0	0	0	none	0.18	0.38	2,022
282	3	rural	4	male	26	primary	0	0	1,212	0	none	0	0	0	0	0	1	quality	0.08	0.18	2,022
283	5	rural	11	male	32	primary	0	0	5,739	0	none	1	0	0	0	0	1	distance	0.11	0.47	2,023
284	4	urban	5	female	37	secondary	0	0	2,185	1	food_assistance	1	1	8.82	0	0	0	none	0.2	1	2,022
285	4	rural	4	male	35	none	0	0	1,785	0	none	1	1	7.06	0	0	0	none	0.2	0.75	2,022
286	1	rural	7	male	27	primary	0	1	262	0	none	1	0	0	0	0	1	distance	0.26	0.58	2,022
287	3	rural	6	female	30	primary	0	0	915	0	none	0	0	0	0	0	0	none	0.15	0.48	2,022
288	2	rural	9	male	45	primary	0	0	539	0	none	0	0	0	0	0	0	none	0.21	0.37	2,019
289	5	urban	4	male	18	primary	0	0	3,252	0	none	0	0	13.16	0	0	1	availability	0.2	0.22	2,020
290	1	rural	5	female	51	none	0	0	435	1	cash_transfer	1	1	34.4	0	0	0	none	0.17	0.95	2,021
291	1	urban	7	female	30	primary	0	0	454	1	disability_grant	1	1	8.27	0	0	0	none	0.15	1	2,023
292	1	rural	6	female	39	secondary	0	0	185	0	none	0	0	0	0	0	0	none	0.2	0.32	2,022
293	4	urban	2	female	18	primary	0	0	3,094	0	none	0	1	94.54	0	0	0	none	0.15	0.35	2,021
294	1	urban	3	female	60	none	1	0	272	0	none	1	0	5.57	0	0	0	none	0.26	0.72	2,023
295	2	urban	1	female	37	primary	0	0	504	1	food_assistance	0	0	63.71	1	0	0	none	0.24	0.51	2,019
296	4	urban	3	male	39	primary	0	0	2,876	0	none	0	1	18.93	0	0	0	none	0.12	0.45	2,021
297	2	rural	6	female	78	primary	0	0	457	1	fee_exemption	0	1	2.02	0	0	0	none	0.22	0.69	2,022
298	4	urban	6	female	56	primary	0	0	711	0	none	0	1	123.03	1	0	0	none	0.09	0.27	2,021
299	3	urban	4	male	41	secondary	0	0	784	0	none	0	1	31.64	0	0	0	none	0.15	0.4	2,021
300	2	urban	7	female	37	primary	0	0	795	0	none	1	1	13.98	0	1	0	none	0.11	0.62	2,022

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