Subset (3)

district_hospital_fp · 10k rows

Split (1)

train · 10k rows

id int64	facility_level string	facility_id string	region_type string	has_trained_fp_provider int64	can_insert_implant int64	can_insert_iud int64	unfpa_supported int64	lmis_type string	commodity_name string	method_type string	duration_category string	unit_cost_usd float64	national_method_share float64	year int64	quarter int64	available_on_survey_day int64	stocked_out_in_last_6m int64	stockout_days_last_6m int64	stockout_cause string	new_acceptors int64	continuing_users int64	method_choice_offered float64	clients_turned_away int64	method_switched_due_to_stockout int64	unmet_need_contribution int64	months_of_stock float64	order_fill_rate_pct float64	report_submitted int64
1	district_hospital	FP_0018	peri_urban	1	1	0	1	paper	DMPA_IM	injectable	short_acting	0.85	0.9	2,023	4	1	0	0	not_applicable	14	116	0.56	0	0	0	3.7	65	1
2	district_hospital	FP_0019	urban	1	1	0	1	paper	DMPA_SC_Sayana_Press	injectable_self	short_acting	1	0.75	2,023	3	1	1	25	provider_not_trained	24	119	0.6	0	0	0	2.6	90.1	0
3	district_hospital	FP_0082	peri_urban	1	1	0	1	paper	COC_pill	oral	short_acting	0.15	0.8	2,022	2	1	0	0	not_applicable	16	118	0.41	0	0	0	2.8	48	0
4	district_hospital	FP_0168	peri_urban	1	1	0	1	paper	POP_pill	oral	short_acting	0.15	0.7	2,021	2	1	1	2	facility_ordering_late	23	119	0.52	0	0	0	4.2	45	1
5	district_hospital	FP_0171	rural	1	1	0	1	paper	emergency_contraceptive	oral_emergency	emergency	0.5	0.55	2,023	3	1	1	1	distribution_delay	16	133	0.44	0	0	0	2.7	60.1	0
6	district_hospital	FP_0026	rural	1	1	0	1	paper	male_condom	barrier	short_acting	0.02	0.9	2,023	3	0	1	1	national_procurement_delay	23	107	0.61	7	0	1	1.9	51.7	0
7	district_hospital	FP_0121	urban	1	1	0	1	paper	female_condom	barrier	short_acting	0.5	0.4	2,024	2	0	0	0	not_applicable	24	118	0.44	8	0	1	0	64.5	1
8	district_hospital	FP_0109	rural	1	1	0	1	paper	implant_levonorgestrel	implant	LARC	8	0.6	2,024	1	1	0	0	not_applicable	21	102	0.58	0	0	0	4	70.5	1
9	district_hospital	FP_0135	rural	1	1	0	1	paper	implant_etonogestrel	implant	LARC	8.5	0.55	2,024	1	0	1	22	national_procurement_delay	31	130	0.79	1	0	1	0.5	26	1
10	district_hospital	FP_0190	peri_urban	1	1	0	1	paper	IUD_copper	IUD	LARC	0.5	0.45	2,021	2	0	0	0	not_applicable	14	104	0.54	9	0	1	3.5	50.5	1
11	district_hospital	FP_0048	rural	1	1	0	1	paper	IUD_hormonal_LNG	IUD	LARC	5	0.3	2,024	1	0	1	4	quantification_error	20	141	0.5	4	0	1	2.3	81.7	0
12	district_hospital	FP_0045	peri_urban	1	1	0	1	paper	cycle_beads_SDM	natural	natural	1	0.5	2,024	4	1	1	1	funding_gap	17	111	0.76	0	0	0	1.7	52.3	1
13	district_hospital	FP_0144	urban	1	1	0	1	paper	DMPA_IM	injectable	short_acting	0.85	0.9	2,024	4	0	0	0	not_applicable	14	111	0.63	0	0	0	0.7	39.7	1
14	district_hospital	FP_0172	rural	1	1	0	1	paper	DMPA_SC_Sayana_Press	injectable_self	short_acting	1	0.75	2,021	4	1	0	0	not_applicable	19	120	0.71	0	0	0	1.8	47.6	1
15	district_hospital	FP_0119	rural	1	1	0	1	paper	COC_pill	oral	short_acting	0.15	0.8	2,021	3	1	0	0	not_applicable	24	130	0.69	0	0	0	0.9	48.2	1
16	district_hospital	FP_0067	rural	1	1	0	1	paper	POP_pill	oral	short_acting	0.15	0.7	2,023	3	1	1	3	facility_ordering_late	26	111	0.42	0	0	0	4.8	100	1
17	district_hospital	FP_0095	urban	1	1	0	1	paper	emergency_contraceptive	oral_emergency	emergency	0.5	0.55	2,022	3	1	0	0	not_applicable	15	107	0.52	0	0	0	1.6	61.5	1
18	district_hospital	FP_0086	rural	1	1	0	1	paper	male_condom	barrier	short_acting	0.02	0.9	2,022	3	1	0	0	not_applicable	25	109	0.8	0	0	0	4.4	63.8	1
19	district_hospital	FP_0002	peri_urban	1	1	0	1	paper	female_condom	barrier	short_acting	0.5	0.4	2,024	2	1	0	0	not_applicable	24	125	0.54	0	0	0	1.6	60.3	0
20	district_hospital	FP_0166	peri_urban	1	1	0	1	paper	implant_levonorgestrel	implant	LARC	8	0.6	2,022	2	1	1	5	quantification_error	18	114	0.42	0	0	0	1.5	77.5	0
21	district_hospital	FP_0170	peri_urban	1	1	0	1	paper	implant_etonogestrel	implant	LARC	8.5	0.55	2,024	2	0	0	0	not_applicable	20	113	0.41	0	0	0	2.1	75.6	1
22	district_hospital	FP_0124	urban	1	1	0	1	paper	IUD_copper	IUD	LARC	0.5	0.45	2,021	3	0	0	0	not_applicable	21	112	0.47	21	1	1	3.7	67.1	1
23	district_hospital	FP_0136	rural	1	1	0	1	paper	IUD_hormonal_LNG	IUD	LARC	5	0.3	2,023	3	0	0	0	not_applicable	14	102	0.65	5	0	1	3.6	61.5	0
24	district_hospital	FP_0127	peri_urban	1	1	0	1	paper	cycle_beads_SDM	natural	natural	1	0.5	2,022	2	1	0	0	not_applicable	19	128	0.45	0	0	0	2.3	70.7	1
25	district_hospital	FP_0130	rural	1	1	0	1	paper	DMPA_IM	injectable	short_acting	0.85	0.9	2,021	4	0	0	0	not_applicable	14	126	0.71	5	1	1	0	46.1	1
26	district_hospital	FP_0103	rural	1	1	0	1	paper	DMPA_SC_Sayana_Press	injectable_self	short_acting	1	0.75	2,024	4	0	1	19	national_procurement_delay	22	136	0.47	2	0	1	3.2	52.1	0
27	district_hospital	FP_0181	urban	1	1	0	1	paper	COC_pill	oral	short_acting	0.15	0.8	2,023	1	0	1	19	national_procurement_delay	24	132	0.46	1	0	1	4	59.4	0
28	district_hospital	FP_0090	rural	1	1	0	1	paper	POP_pill	oral	short_acting	0.15	0.7	2,022	1	1	0	0	not_applicable	21	124	0.53	0	0	0	0	71.9	1
29	district_hospital	FP_0154	rural	1	1	0	1	paper	emergency_contraceptive	oral_emergency	emergency	0.5	0.55	2,024	1	1	0	0	not_applicable	17	127	0.68	0	0	0	2.6	56	1
30	district_hospital	FP_0182	urban	1	1	0	1	paper	male_condom	barrier	short_acting	0.02	0.9	2,022	2	1	0	0	not_applicable	21	117	0.36	0	0	0	0	41.2	1
31	district_hospital	FP_0060	peri_urban	1	1	0	1	paper	female_condom	barrier	short_acting	0.5	0.4	2,023	2	1	0	0	not_applicable	22	114	0.68	0	0	0	0.3	58.1	1
32	district_hospital	FP_0192	rural	1	1	0	1	paper	implant_levonorgestrel	implant	LARC	8	0.6	2,024	3	1	1	58	quantification_error	25	105	0.68	0	0	0	2.5	53.7	1
33	district_hospital	FP_0098	peri_urban	1	1	0	1	paper	implant_etonogestrel	implant	LARC	8.5	0.55	2,021	1	0	0	0	not_applicable	18	123	0.19	8	0	1	2.7	49.6	0
34	district_hospital	FP_0029	peri_urban	1	1	0	1	paper	IUD_copper	IUD	LARC	0.5	0.45	2,021	3	0	1	4	UNFPA_shipment_delay	21	118	0.72	3	0	1	4.3	52.6	1
35	district_hospital	FP_0049	urban	1	1	0	1	paper	IUD_hormonal_LNG	IUD	LARC	5	0.3	2,022	4	0	0	0	not_applicable	20	111	0.58	5	0	1	1.8	61.1	1
36	district_hospital	FP_0148	peri_urban	1	1	0	1	paper	cycle_beads_SDM	natural	natural	1	0.5	2,023	3	1	0	0	not_applicable	20	123	0.4	0	0	0	0.7	56.9	0
37	district_hospital	FP_0126	urban	1	1	0	1	paper	DMPA_IM	injectable	short_acting	0.85	0.9	2,022	3	1	0	0	not_applicable	19	123	0.58	0	0	0	0.7	60.8	0
38	district_hospital	FP_0160	peri_urban	1	1	0	1	paper	DMPA_SC_Sayana_Press	injectable_self	short_acting	1	0.75	2,024	3	1	0	0	not_applicable	14	118	0.58	0	0	0	4.4	39.7	1
39	district_hospital	FP_0164	rural	1	1	0	1	paper	COC_pill	oral	short_acting	0.15	0.8	2,021	3	1	0	0	not_applicable	19	102	0.47	0	0	0	2.8	69.4	1
40	district_hospital	FP_0011	urban	1	1	0	1	paper	POP_pill	oral	short_acting	0.15	0.7	2,023	2	1	0	0	not_applicable	24	111	0.5	0	0	0	2	62	0
41	district_hospital	FP_0106	peri_urban	1	1	0	1	paper	emergency_contraceptive	oral_emergency	emergency	0.5	0.55	2,023	1	1	0	0	not_applicable	18	113	0.51	0	0	0	1.6	55.2	1
42	district_hospital	FP_0136	peri_urban	1	1	0	1	paper	male_condom	barrier	short_acting	0.02	0.9	2,024	1	0	1	13	UNFPA_shipment_delay	23	116	0.77	1	0	1	0.3	66.8	1
43	district_hospital	FP_0061	rural	1	1	0	1	paper	female_condom	barrier	short_acting	0.5	0.4	2,023	2	0	0	0	not_applicable	20	136	0.36	11	0	1	0	69.8	0
44	district_hospital	FP_0005	peri_urban	1	1	0	1	paper	implant_levonorgestrel	implant	LARC	8	0.6	2,022	2	0	1	1	method_not_authorized_level	24	126	0.49	13	1	1	3.2	80.5	0
45	district_hospital	FP_0064	peri_urban	1	1	0	1	paper	implant_etonogestrel	implant	LARC	8.5	0.55	2,021	4	0	1	1	quantification_error	11	120	0.52	1	0	1	3.6	43.4	1
46	district_hospital	FP_0195	peri_urban	1	1	0	1	paper	IUD_copper	IUD	LARC	0.5	0.45	2,021	2	1	0	0	not_applicable	20	118	0.43	0	0	0	1.9	74.9	1
47	district_hospital	FP_0182	rural	1	1	0	1	paper	IUD_hormonal_LNG	IUD	LARC	5	0.3	2,022	2	0	1	29	funding_gap	15	87	0.28	0	0	0	0.5	30.1	1
48	district_hospital	FP_0056	rural	1	1	0	1	paper	cycle_beads_SDM	natural	natural	1	0.5	2,024	4	0	1	27	distribution_delay	18	114	0.6	2	0	1	3.1	67.6	1
49	district_hospital	FP_0147	urban	1	1	0	1	paper	DMPA_IM	injectable	short_acting	0.85	0.9	2,024	2	1	0	0	not_applicable	17	123	0.57	0	0	0	0.4	64	1
50	district_hospital	FP_0025	urban	1	1	1	1	paper	DMPA_SC_Sayana_Press	injectable_self	short_acting	1	0.75	2,024	4	1	1	37	provider_not_trained	20	112	0.4	0	0	0	2.8	63.9	0
51	district_hospital	FP_0038	rural	1	1	0	1	paper	COC_pill	oral	short_acting	0.15	0.8	2,024	1	1	0	0	not_applicable	21	126	0.68	0	0	0	1.8	39.3	1
52	district_hospital	FP_0184	urban	1	1	0	1	paper	POP_pill	oral	short_acting	0.15	0.7	2,023	3	1	1	15	distribution_delay	22	149	0.72	0	0	0	0.3	26.3	0
53	district_hospital	FP_0129	peri_urban	1	1	0	1	paper	emergency_contraceptive	oral_emergency	emergency	0.5	0.55	2,024	4	1	0	0	not_applicable	21	137	0.44	0	0	0	1.5	79.4	0
54	district_hospital	FP_0091	rural	1	1	0	1	paper	male_condom	barrier	short_acting	0.02	0.9	2,024	1	0	1	12	expired_stock	21	123	0.49	0	0	0	2.4	58.2	1
55	district_hospital	FP_0062	peri_urban	1	1	0	1	paper	female_condom	barrier	short_acting	0.5	0.4	2,022	3	1	0	0	not_applicable	26	109	0.5	0	0	0	1.1	57.3	1
56	district_hospital	FP_0002	rural	1	1	0	1	paper	implant_levonorgestrel	implant	LARC	8	0.6	2,023	2	1	1	8	funding_gap	30	106	0.5	0	0	0	0	32.4	0
57	district_hospital	FP_0081	urban	1	1	0	1	paper	implant_etonogestrel	implant	LARC	8.5	0.55	2,022	3	0	0	0	not_applicable	23	116	0.56	11	1	1	1.1	88.9	0
58	district_hospital	FP_0145	peri_urban	1	1	0	1	paper	IUD_copper	IUD	LARC	0.5	0.45	2,022	1	0	1	4	funding_gap	18	111	0.51	5	0	1	1.1	55.5	1
59	district_hospital	FP_0090	peri_urban	1	1	0	1	paper	IUD_hormonal_LNG	IUD	LARC	5	0.3	2,021	3	1	0	0	not_applicable	15	110	0.66	0	0	0	3.3	61.2	1
60	district_hospital	FP_0183	peri_urban	1	1	0	1	paper	cycle_beads_SDM	natural	natural	1	0.5	2,023	3	1	0	0	not_applicable	20	139	0.46	0	0	0	4.1	50.7	0
61	district_hospital	FP_0011	rural	1	1	0	1	paper	DMPA_IM	injectable	short_acting	0.85	0.9	2,024	4	1	0	0	not_applicable	17	119	0.52	0	0	0	1.8	61.3	0
62	district_hospital	FP_0129	rural	1	1	0	1	paper	DMPA_SC_Sayana_Press	injectable_self	short_acting	1	0.75	2,023	2	1	0	0	not_applicable	30	108	0.59	0	0	0	2.9	36.9	0
63	district_hospital	FP_0149	rural	1	1	0	1	paper	COC_pill	oral	short_acting	0.15	0.8	2,023	3	1	0	0	not_applicable	18	117	0.64	0	0	0	2.2	60	1
64	district_hospital	FP_0038	peri_urban	1	1	0	1	paper	POP_pill	oral	short_acting	0.15	0.7	2,023	3	1	1	11	facility_ordering_late	22	114	0.49	0	0	0	0	42.3	0
65	district_hospital	FP_0035	peri_urban	1	1	0	1	paper	emergency_contraceptive	oral_emergency	emergency	0.5	0.55	2,022	1	1	0	0	not_applicable	16	123	0.55	0	0	0	3.6	75.8	1
66	district_hospital	FP_0088	urban	1	1	0	1	paper	male_condom	barrier	short_acting	0.02	0.9	2,024	3	1	0	0	not_applicable	17	120	0.46	0	0	0	0.7	49.9	0
67	district_hospital	FP_0063	rural	1	1	0	1	paper	female_condom	barrier	short_acting	0.5	0.4	2,024	4	1	0	0	not_applicable	19	125	0.56	0	0	0	2.7	55.7	1
68	district_hospital	FP_0131	rural	1	1	0	1	paper	implant_levonorgestrel	implant	LARC	8	0.6	2,021	4	1	0	0	not_applicable	25	129	0.52	0	0	0	0	44.3	1
69	district_hospital	FP_0006	rural	1	1	0	1	paper	implant_etonogestrel	implant	LARC	8.5	0.55	2,024	2	1	1	20	quantification_error	26	104	0.63	0	0	0	1.6	49.1	1
70	district_hospital	FP_0059	rural	1	1	0	1	paper	IUD_copper	IUD	LARC	0.5	0.45	2,024	3	0	1	5	distribution_delay	19	126	0.63	5	0	1	4	70.6	0
71	district_hospital	FP_0143	peri_urban	1	1	0	1	paper	IUD_hormonal_LNG	IUD	LARC	5	0.3	2,021	4	0	1	1	expired_stock	11	129	0.52	6	1	1	1.6	26.5	0
72	district_hospital	FP_0111	rural	1	1	0	1	paper	cycle_beads_SDM	natural	natural	1	0.5	2,022	3	1	1	5	demand_surge	23	116	0.48	0	0	0	2	68.4	1
73	district_hospital	FP_0068	urban	1	1	0	1	paper	DMPA_IM	injectable	short_acting	0.85	0.9	2,022	1	0	1	8	distribution_delay	18	109	0.51	4	0	1	0.5	45.1	0
74	district_hospital	FP_0074	urban	1	1	0	1	paper	DMPA_SC_Sayana_Press	injectable_self	short_acting	1	0.75	2,023	3	1	1	15	funding_gap	25	116	0.6	0	0	0	0	70.8	0
75	district_hospital	FP_0169	urban	1	1	0	1	paper	COC_pill	oral	short_acting	0.15	0.8	2,024	1	1	1	8	distribution_delay	20	98	0.79	0	0	0	0.2	44.1	1
76	district_hospital	FP_0178	peri_urban	1	1	0	1	paper	POP_pill	oral	short_acting	0.15	0.7	2,022	1	1	0	0	not_applicable	17	97	0.59	0	0	0	3.3	50.7	0
77	district_hospital	FP_0007	urban	1	1	0	1	paper	emergency_contraceptive	oral_emergency	emergency	0.5	0.55	2,021	4	1	1	22	funding_gap	25	117	0.48	0	0	0	2.8	66.5	1
78	district_hospital	FP_0160	peri_urban	1	1	0	1	paper	male_condom	barrier	short_acting	0.02	0.9	2,024	4	1	1	18	UNFPA_shipment_delay	17	104	0.43	0	0	0	4.5	50	1
79	district_hospital	FP_0160	rural	1	1	0	1	paper	female_condom	barrier	short_acting	0.5	0.4	2,022	3	1	0	0	not_applicable	21	125	0.47	0	0	0	3.2	57.4	1
80	district_hospital	FP_0061	rural	1	1	0	1	paper	implant_levonorgestrel	implant	LARC	8	0.6	2,022	1	0	0	0	not_applicable	28	125	0.72	2	0	1	1.1	58.4	1
81	district_hospital	FP_0187	rural	1	1	1	1	paper	implant_etonogestrel	implant	LARC	8.5	0.55	2,024	3	0	1	18	national_procurement_delay	24	135	0.65	1	1	1	1.4	26.1	1
82	district_hospital	FP_0048	rural	1	1	0	1	paper	IUD_copper	IUD	LARC	0.5	0.45	2,022	4	0	0	0	not_applicable	18	131	0.52	2	0	1	1.5	40.3	0
83	district_hospital	FP_0045	peri_urban	1	1	0	1	paper	IUD_hormonal_LNG	IUD	LARC	5	0.3	2,024	4	1	1	16	facility_ordering_late	15	116	0.58	0	0	0	3.5	62.4	1
84	district_hospital	FP_0090	urban	1	1	0	1	paper	cycle_beads_SDM	natural	natural	1	0.5	2,021	1	0	1	11	cold_chain_break_injectable	12	134	0.45	1	1	1	1.2	42.5	0
85	district_hospital	FP_0132	rural	1	1	0	1	paper	DMPA_IM	injectable	short_acting	0.85	0.9	2,024	1	1	0	0	not_applicable	25	98	0.61	0	0	0	1.4	50.4	1
86	district_hospital	FP_0141	peri_urban	1	1	0	1	paper	DMPA_SC_Sayana_Press	injectable_self	short_acting	1	0.75	2,024	2	1	1	4	cold_chain_break_injectable	29	130	0.57	0	0	0	2.4	80.1	0
87	district_hospital	FP_0153	peri_urban	1	1	0	1	paper	COC_pill	oral	short_acting	0.15	0.8	2,022	2	1	1	5	funding_gap	19	124	0.61	0	0	0	0	85.9	1
88	district_hospital	FP_0077	rural	1	1	0	1	paper	POP_pill	oral	short_acting	0.15	0.7	2,022	3	1	1	3	UNFPA_shipment_delay	21	121	0.61	0	0	0	1.4	91.4	0
89	district_hospital	FP_0125	peri_urban	1	1	0	1	paper	emergency_contraceptive	oral_emergency	emergency	0.5	0.55	2,022	4	1	0	0	not_applicable	18	121	0.72	0	0	0	2.3	44.3	1
90	district_hospital	FP_0161	rural	1	1	0	1	paper	male_condom	barrier	short_acting	0.02	0.9	2,024	1	1	1	32	demand_surge	20	119	0.59	0	0	0	0	79.6	0
91	district_hospital	FP_0122	rural	1	1	0	1	paper	female_condom	barrier	short_acting	0.5	0.4	2,024	1	1	1	1	facility_ordering_late	24	124	0.56	0	0	0	4.7	63.4	0
92	district_hospital	FP_0186	peri_urban	1	1	0	1	paper	implant_levonorgestrel	implant	LARC	8	0.6	2,024	4	1	0	0	not_applicable	19	128	0.69	0	0	0	2	24.1	0
93	district_hospital	FP_0146	urban	1	1	0	1	paper	implant_etonogestrel	implant	LARC	8.5	0.55	2,022	2	1	1	9	provider_not_trained	24	108	0.39	0	0	0	2.5	60.7	1
94	district_hospital	FP_0077	rural	1	1	0	1	paper	IUD_copper	IUD	LARC	0.5	0.45	2,021	1	0	0	0	not_applicable	23	118	0.48	4	1	1	1.7	65.5	1
95	district_hospital	FP_0182	peri_urban	1	1	0	1	paper	IUD_hormonal_LNG	IUD	LARC	5	0.3	2,021	4	0	1	4	quantification_error	20	124	0.53	4	0	1	3.8	55.4	1
96	district_hospital	FP_0094	peri_urban	1	1	0	1	paper	cycle_beads_SDM	natural	natural	1	0.5	2,023	2	0	1	12	method_not_authorized_level	17	112	0.52	1	0	1	2.8	63.9	1
97	district_hospital	FP_0149	rural	1	1	0	1	paper	DMPA_IM	injectable	short_acting	0.85	0.9	2,024	1	1	1	4	method_not_authorized_level	17	106	0.41	0	0	0	0.6	48.5	0
98	district_hospital	FP_0112	peri_urban	1	1	0	1	paper	DMPA_SC_Sayana_Press	injectable_self	short_acting	1	0.75	2,022	2	1	0	0	not_applicable	18	110	0.67	0	0	0	0	63.2	1
99	district_hospital	FP_0179	rural	1	1	0	1	paper	COC_pill	oral	short_acting	0.15	0.8	2,022	3	1	1	5	UNFPA_shipment_delay	19	134	0.46	0	0	0	2.6	64.8	1
100	district_hospital	FP_0049	peri_urban	1	1	0	1	paper	POP_pill	oral	short_acting	0.15	0.7	2,024	4	1	0	0	not_applicable	16	119	0.57	0	0	0	1.7	52.2	1

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