Subset (3)

emerging_programme · 10k rows

Split (1)

train · 10k rows

id int64	chw_age_years int64	chw_sex string	chw_education string	years_experience int64	chw_type string	initial_training_weeks int64	refresher_training_12mo int64	catchment_population int64	catchment_households int64	distance_to_facility_km float64	home_visits_month int64	under5_assessed int64	malaria_rdt_performed int64	malaria_rdt_positive int64	pneumonia_assessed int64	diarrhoea_cases_managed int64	ors_zinc_given int64	anc_referrals int64	postnatal_visits int64	health_talks_conducted int64	nutrition_screenings_muac int64	referrals_made int64	referrals_completed int64	deaths_reported int64	supervision_visit_received int64	supervisor_used_checklist int64	supervision_score float64	peer_support_meeting int64	stockout_any int64	stockout_act int64	stockout_ors int64	stockout_rdt int64	stockout_amoxicillin int64	report_submitted_on_time int64	reporting_tool string	iccm_classification_accuracy float64	motivation_score float64	active_status string	community_trust_score float64
1	23	F	tertiary	11	stipend	1	0	2,339	389	15.6	29	7	4	1	2	2	1	2	5	3	9	6	2	0	1	0	-1	0	0	0	0	0	0	0	paper	0.73	3.5	active	3.7
2	28	F	primary	10	volunteer	6	0	1,678	279	2.8	25	6	3	0	2	1	0	4	0	4	4	6	3	0	1	1	47	0	1	0	1	0	1	1	paper	0.79	2.1	active	2.4
3	31	M	secondary	14	volunteer	8	0	1,152	192	5.3	28	6	5	1	1	1	0	4	3	1	13	2	1	0	0	0	-1	0	1	0	1	0	0	0	digital	0.95	4.6	active	2.7
4	38	F	primary	7	stipend	4	1	1,409	234	12.5	28	6	3	1	1	1	0	3	0	6	7	3	1	2	0	0	-1	0	0	0	0	0	0	1	paper	0.76	3.9	active	4.7
5	33	M	primary	3	volunteer	6	1	2,366	591	1.4	20	3	2	0	1	0	0	1	1	6	8	4	2	1	0	0	-1	1	0	0	0	0	0	1	digital	0.81	3.3	active	5
6	26	M	secondary	13	stipend	1	1	1,219	203	3.2	10	3	2	0	1	0	0	4	3	2	14	4	1	0	1	1	68	1	0	0	0	0	0	0	paper	0.89	3.4	active	2.9
7	38	F	primary	0	volunteer	4	1	1,205	301	1.8	32	7	5	0	3	1	0	6	3	3	0	4	1	0	1	0	-1	0	0	0	0	0	0	1	paper	1	3.7	active	3.3
8	46	F	secondary	9	volunteer	6	0	2,797	699	5.6	36	23	12	5	5	8	7	6	1	7	5	2	1	0	0	0	-1	0	1	0	0	1	1	1	digital	0.79	3.5	active	3.4
9	24	F	none	10	stipend	4	1	2,129	354	3.8	37	17	14	5	4	5	4	0	2	5	0	7	4	0	1	1	68	1	0	0	0	0	0	0	digital	0.84	3.9	active	2.5
10	53	M	primary	3	stipend	8	0	2,615	435	8.2	29	18	13	5	4	6	3	4	1	3	5	7	3	0	0	0	-1	0	1	0	0	0	1	1	paper	0.86	2.4	active	3.5
11	54	F	primary	6	stipend	2	1	1,246	249	1.3	39	10	7	2	3	3	1	4	5	4	10	3	1	0	0	0	-1	1	0	0	0	0	0	0	paper	0.89	2.8	active	1.1
12	37	M	secondary	14	volunteer	6	0	2,382	476	8.8	29	15	10	2	3	5	4	4	1	4	6	2	0	0	1	1	40	0	0	0	0	0	0	1	paper	0.78	3.5	active	4.1
13	50	M	secondary	5	stipend	8	0	1,577	262	6.5	20	1	0	0	0	0	0	2	1	4	9	11	6	0	0	0	-1	0	0	0	0	0	0	0	paper	0.93	2.2	active	3.2
14	53	M	secondary	7	salaried	4	0	2,124	531	11.9	24	12	9	1	3	1	0	6	2	0	9	4	1	1	0	0	-1	1	0	0	0	0	0	1	paper	0.73	2.8	active	3.9
15	35	M	none	10	volunteer	4	1	798	159	16.9	31	10	6	1	3	1	0	0	2	6	1	7	2	1	0	0	-1	0	0	0	0	0	0	1	paper	0.93	2.9	active	3.1
16	29	F	secondary	11	volunteer	6	0	2,448	489	7.9	38	3	1	0	0	0	0	2	0	2	4	3	1	1	0	0	-1	0	1	0	0	0	1	1	digital	0.6	2.3	active	3.7
17	28	F	secondary	13	stipend	2	1	1,297	324	7.8	31	16	8	1	6	3	2	2	2	7	4	5	1	0	1	1	57	0	0	0	0	0	0	0	paper	0.88	4.2	active	3.7
18	43	F	secondary	10	salaried	1	1	1,883	313	0.9	30	13	11	3	5	2	1	4	2	5	12	4	2	0	1	1	70	1	0	0	0	0	0	1	paper	0.8	4.6	active	3.8
19	28	F	secondary	3	salaried	4	0	721	120	3.4	33	21	11	5	9	7	3	2	4	6	11	3	1	0	0	0	-1	1	1	0	0	1	1	1	paper	0.69	3.2	active	2.7
20	23	M	secondary	14	volunteer	2	1	1,281	213	11.1	32	17	15	7	3	3	1	2	2	4	9	6	3	0	1	0	-1	1	0	0	0	0	0	1	digital	0.95	4.1	active	2.7
21	38	F	primary	7	volunteer	8	0	507	84	3.6	46	17	12	3	4	3	2	3	1	1	8	5	3	1	1	1	72	1	1	1	0	0	0	0	digital	0.81	2.5	active	3.5
22	39	F	primary	14	stipend	2	1	2,469	493	2.2	35	9	7	2	3	2	1	3	1	8	13	8	3	0	1	0	-1	0	0	0	0	0	0	1	paper	0.99	3.1	active	2.7
23	51	F	primary	10	volunteer	2	0	2,785	464	2.8	35	3	2	0	0	0	0	3	3	6	4	11	4	0	1	1	58	0	1	1	0	0	0	1	paper	0.69	3	active	2.8
24	53	F	secondary	2	salaried	8	1	2,846	711	7.2	30	12	9	1	5	2	1	7	3	2	3	9	5	0	1	1	50	1	1	0	0	1	0	0	digital	0.83	2.1	active	3.3
25	35	F	secondary	12	stipend	2	0	1,003	200	7.3	45	6	3	0	2	1	0	1	3	6	3	7	2	0	1	1	50	0	0	0	0	0	0	1	paper	0.84	3.7	active	4.2
26	42	F	primary	10	volunteer	8	0	2,445	611	3.1	43	22	19	3	5	6	3	2	1	3	5	2	1	0	0	0	-1	0	1	1	1	0	1	0	paper	0.88	3.1	active	2.8
27	27	F	none	6	stipend	6	1	2,503	417	1.7	30	13	9	1	3	2	1	4	4	5	11	2	1	0	1	1	64	1	0	0	0	0	0	0	paper	0.91	4.3	active	3.2
28	23	F	primary	13	volunteer	6	0	708	177	6.7	10	0	0	0	0	0	0	3	6	4	11	6	3	1	1	0	-1	1	0	0	0	0	0	1	paper	-1	2.9	active	3.5
29	47	F	secondary	9	stipend	2	1	1,935	483	2.8	20	12	7	3	5	2	1	4	3	3	10	2	1	0	0	0	-1	0	0	0	0	0	0	1	paper	0.89	2.2	active	3.2
30	37	M	primary	4	salaried	6	0	817	136	4	15	5	4	1	1	1	0	4	1	4	5	4	2	1	1	1	58	1	0	0	0	0	0	0	paper	0.8	4	active	5
31	42	M	primary	12	volunteer	2	1	2,052	342	1.9	28	10	5	1	3	3	2	2	2	6	5	3	0	1	0	0	-1	0	1	0	0	0	1	1	paper	0.81	4	active	4.3
32	52	F	secondary	14	stipend	4	0	1,724	344	0.9	14	6	3	1	2	2	1	2	1	5	2	3	1	0	1	1	70	0	0	0	0	0	0	1	paper	0.74	4.2	active	3.3
33	32	F	secondary	5	volunteer	2	1	536	107	5.1	12	0	0	0	0	0	0	6	0	6	4	10	5	0	1	1	54	0	0	0	0	0	0	0	paper	-1	3	active	4.1
34	54	M	primary	3	stipend	6	1	2,900	725	7.2	31	16	10	2	6	5	3	2	2	3	7	4	1	1	0	0	-1	0	0	0	0	0	0	1	paper	0.96	2.6	active	4.4
35	34	F	primary	7	stipend	2	0	1,029	171	15.4	32	11	6	1	5	2	1	2	1	6	12	7	4	0	0	0	-1	0	0	0	0	0	0	1	digital	0.6	3.2	active	4.4
36	50	M	none	5	volunteer	6	0	1,132	226	0.9	33	4	3	1	1	0	0	2	2	7	9	2	1	0	1	1	75	0	1	1	0	1	0	1	paper	0.75	2.4	active	3.1
37	47	F	primary	3	salaried	6	0	1,428	238	2.7	47	16	12	2	7	5	3	5	1	1	5	4	2	0	0	0	-1	0	0	0	0	0	0	0	paper	0.84	2.7	active	2.8
38	47	F	primary	3	stipend	2	0	2,114	352	1.5	32	10	5	1	4	2	1	4	0	4	7	3	1	1	0	0	-1	0	0	0	0	0	0	1	paper	0.62	3.3	active	4.7
39	24	F	secondary	1	salaried	4	1	2,920	486	5.9	32	17	9	1	5	5	4	0	1	5	8	7	2	0	0	0	-1	0	0	0	0	0	0	1	paper	0.59	4	active	4
40	43	F	secondary	12	salaried	8	0	1,954	325	2.2	19	9	6	1	3	2	1	2	2	3	10	3	0	0	1	0	-1	1	0	0	0	0	0	1	paper	0.94	4.3	active	3.6
41	39	M	secondary	2	volunteer	2	0	852	142	2.3	20	0	0	0	0	0	0	2	3	4	0	2	0	0	0	0	-1	0	1	0	1	0	0	1	paper	-1	2.6	active	2.9
42	26	F	tertiary	8	stipend	4	1	2,095	419	1.8	16	0	0	0	0	0	0	3	1	6	4	5	2	0	1	1	66	1	1	0	0	0	1	0	paper	-1	2.7	active	3
43	29	F	secondary	2	volunteer	2	1	1,024	204	1.2	27	9	4	1	2	2	1	0	1	5	8	5	2	1	0	0	-1	0	0	0	0	0	0	0	digital	0.73	3.5	active	2.4
44	23	F	secondary	14	stipend	2	1	878	146	4.1	29	19	11	3	4	4	3	5	2	4	8	4	1	0	0	0	-1	0	0	0	0	0	0	0	paper	0.85	3.3	active	4.1
45	39	F	primary	7	stipend	2	0	2,766	461	16.6	24	4	3	0	0	1	0	2	2	2	8	4	1	0	1	0	-1	0	0	0	0	0	0	1	paper	0.74	3.7	active	4
46	36	F	secondary	13	stipend	2	0	1,732	433	0.8	23	13	10	4	4	4	2	2	1	5	10	4	1	0	1	0	-1	1	0	0	0	0	0	0	paper	0.72	3.2	active	4.2
47	27	F	primary	12	salaried	2	0	1,458	243	1.3	21	13	6	1	3	4	2	4	2	6	19	6	3	0	0	0	-1	1	1	0	0	0	1	0	paper	0.75	3.1	active	5
48	50	F	primary	8	volunteer	2	1	970	242	2	30	10	6	2	4	2	1	4	4	5	8	6	3	0	1	1	46	0	1	1	0	0	1	1	paper	0.77	2.3	active	3.9
49	44	M	primary	0	volunteer	6	0	1,282	213	4.1	8	8	5	1	2	2	1	2	1	4	9	2	0	1	1	1	35	0	0	0	0	0	0	0	digital	0.85	3.6	active	5
50	39	F	primary	8	volunteer	6	1	519	86	0.6	53	17	9	1	3	6	3	4	2	3	9	5	2	0	1	1	32	0	1	0	0	1	1	1	digital	0.86	4.8	active	4.3
51	23	F	secondary	1	volunteer	1	0	992	165	2.1	23	16	11	3	7	5	4	3	4	3	6	3	1	0	0	0	-1	0	1	0	0	0	0	0	paper	0.7	3.3	active	2.2
52	26	F	secondary	9	salaried	2	1	2,227	445	9.4	19	5	3	1	1	1	0	5	2	3	2	8	2	0	1	1	56	0	1	1	0	0	1	0	paper	0.75	3.6	active	3.4
53	52	F	secondary	13	volunteer	6	1	994	248	13.2	36	18	10	1	8	6	4	3	0	3	5	4	2	0	0	0	-1	0	0	0	0	0	0	1	paper	0.82	3.7	inactive	5
54	51	M	secondary	8	volunteer	4	0	500	100	5.5	29	15	8	2	4	4	2	4	1	2	14	3	1	0	0	0	-1	1	0	0	0	0	0	0	paper	0.81	2.2	active	4.9
55	52	M	primary	1	stipend	1	1	1,382	345	4.8	39	12	8	2	5	4	3	1	1	7	6	8	3	0	0	0	-1	0	0	0	0	0	0	0	paper	0.97	3.9	active	3.7
56	44	F	primary	8	volunteer	1	1	2,583	430	7.7	33	9	6	1	4	1	0	7	5	4	13	6	3	0	0	0	-1	0	0	0	0	0	0	1	paper	0.8	3.8	active	4.8
57	22	M	tertiary	5	volunteer	4	1	2,459	409	3.7	22	8	5	2	2	2	1	3	3	6	9	5	2	1	0	0	-1	0	0	0	0	0	0	1	paper	0.77	2.3	active	3.6
58	25	M	primary	5	volunteer	4	1	1,880	470	6.3	27	12	9	3	2	4	2	3	1	1	0	8	5	0	1	1	83	0	0	0	0	0	0	0	paper	0.88	3.3	active	4.1
59	27	F	secondary	11	stipend	2	1	1,689	422	2.1	31	18	10	3	7	5	4	2	5	4	10	4	1	0	0	0	-1	0	1	1	0	1	0	1	paper	0.83	3.4	active	2.9
60	54	M	secondary	14	volunteer	6	0	823	205	4.1	36	19	14	5	7	4	2	0	3	3	8	8	4	0	1	1	74	1	0	0	0	0	0	1	paper	0.7	2.9	active	4.9
61	51	F	primary	6	volunteer	2	1	860	172	4.3	30	9	4	1	2	2	1	0	1	2	15	5	2	0	0	0	-1	1	0	0	0	0	0	1	paper	0.91	3.5	active	3
62	41	F	secondary	10	stipend	4	1	2,555	638	4.8	32	8	7	1	1	2	1	5	1	4	0	2	1	0	1	1	78	0	0	0	0	0	0	0	digital	0.9	3.5	active	3.2
63	26	F	primary	5	volunteer	8	0	2,139	356	0.7	38	15	10	2	4	4	2	2	5	3	14	2	1	0	0	0	-1	0	0	0	0	0	0	1	paper	0.78	2.4	active	2.9
64	49	F	tertiary	14	stipend	2	0	674	168	9.8	23	17	9	3	4	6	5	4	1	5	8	5	1	1	0	0	-1	1	1	0	0	0	0	1	paper	0.62	2.4	active	3
65	47	M	primary	3	stipend	6	0	2,662	532	3.4	31	20	12	4	6	4	3	3	2	8	10	5	2	0	0	0	-1	0	0	0	0	0	0	0	paper	0.9	3.4	active	3.4
66	41	F	none	3	volunteer	8	0	1,226	245	6.2	18	8	4	1	2	1	0	3	2	2	13	3	1	1	0	0	-1	1	1	0	0	0	1	0	paper	0.78	3.2	active	2.8
67	29	F	secondary	12	stipend	8	1	1,341	335	17	18	12	6	1	2	1	0	3	3	1	3	7	2	0	0	0	-1	1	0	0	0	0	0	1	digital	0.92	4.2	active	3.7
68	40	F	primary	4	stipend	6	0	2,399	479	5.2	34	14	12	4	6	5	4	2	0	1	13	6	2	0	1	0	-1	0	0	0	0	0	0	1	paper	0.71	3.7	active	3
69	25	F	secondary	6	volunteer	2	1	1,621	270	4.7	36	11	9	3	5	2	1	6	1	2	5	2	1	0	1	1	44	1	0	0	0	0	0	0	digital	0.96	2.6	active	4.3
70	39	M	secondary	10	stipend	2	1	2,088	417	0.5	32	17	9	3	6	4	2	4	4	2	7	3	0	0	1	0	-1	0	0	0	0	0	0	1	paper	0.94	2.7	active	2.8
71	47	F	secondary	4	stipend	6	0	1,000	166	2	40	15	8	3	4	2	1	4	3	4	6	2	0	0	1	1	59	0	0	0	0	0	0	0	paper	0.73	4	active	4.4
72	44	M	secondary	4	volunteer	4	0	1,819	454	0.6	29	9	4	1	3	3	1	5	2	3	5	3	1	0	0	0	-1	0	0	0	0	0	0	0	paper	0.72	3.2	active	2
73	47	F	secondary	9	volunteer	2	1	1,587	317	15.8	36	22	18	4	8	5	2	1	6	2	8	1	0	0	1	1	65	1	0	0	0	0	0	0	paper	0.7	2.5	active	3.5
74	21	M	secondary	0	salaried	8	1	697	116	8.1	23	8	4	1	3	2	1	4	2	11	9	2	1	0	1	0	-1	0	0	0	0	0	0	1	paper	0.86	4.4	inactive	3.4
75	53	F	secondary	10	stipend	6	1	1,797	299	10.2	15	13	11	4	4	2	1	3	2	1	6	2	0	0	0	0	-1	0	1	0	1	1	0	1	paper	0.66	2.1	active	3.9
76	54	F	tertiary	14	salaried	4	1	869	173	0.9	34	7	6	2	2	2	1	6	2	3	13	5	2	1	1	1	62	1	0	0	0	0	0	1	paper	0.71	3.3	active	3.8
77	28	F	primary	6	stipend	2	0	2,430	607	0.6	15	1	0	0	0	0	0	3	3	7	14	6	3	0	1	1	74	1	1	0	0	0	1	0	paper	0.68	3.4	active	4.1
78	50	F	secondary	1	salaried	1	1	2,785	464	8.4	35	7	4	0	1	1	0	3	3	1	17	3	1	0	0	0	-1	0	0	0	0	0	0	1	paper	0.95	4	active	4
79	29	F	primary	4	stipend	8	1	1,554	310	4.3	23	10	6	2	3	3	2	10	5	8	13	5	1	0	1	0	-1	1	1	1	0	0	0	1	paper	0.86	3.4	active	4
80	25	F	primary	14	volunteer	1	0	2,583	516	6.4	35	14	12	5	5	4	3	2	2	6	4	3	1	0	0	0	-1	0	0	0	0	0	0	1	paper	0.76	2.7	active	4.1
81	29	F	secondary	0	stipend	8	0	2,842	568	2.7	42	17	11	3	5	3	2	4	2	6	11	4	2	0	0	0	-1	0	0	0	0	0	0	1	paper	0.79	2.1	active	4.1
82	37	F	secondary	4	stipend	2	0	861	172	3.7	26	3	1	0	0	1	0	3	1	1	3	1	0	0	1	0	-1	0	0	0	0	0	0	1	paper	0.86	2.4	active	4.2
83	34	F	secondary	3	stipend	4	0	2,874	574	3.8	31	11	6	1	4	3	2	6	3	5	4	6	3	0	0	0	-1	0	1	0	1	1	0	1	digital	0.67	3.3	active	2.4
84	49	M	primary	2	volunteer	8	1	785	157	7.3	36	8	4	1	3	3	1	2	2	2	3	4	1	0	1	1	50	0	1	0	0	1	1	1	digital	0.69	2.3	active	3
85	38	F	primary	6	volunteer	1	1	2,616	523	4.4	20	2	1	0	0	0	0	2	2	3	8	3	1	0	0	0	-1	0	0	0	0	0	0	0	paper	0.92	3.5	active	4.7
86	47	F	primary	9	volunteer	2	0	1,831	366	14.1	12	4	2	0	1	0	0	4	4	7	8	6	2	0	1	0	-1	0	1	0	0	1	0	1	paper	0.7	2.9	active	4
87	43	F	secondary	2	stipend	2	1	1,000	250	2.8	50	27	23	5	10	7	4	3	3	6	4	10	5	0	0	0	-1	0	1	0	0	0	0	1	paper	0.78	2.9	active	3.4
88	22	M	secondary	0	stipend	2	0	1,324	264	2.4	35	13	11	1	4	2	1	4	0	7	5	10	3	0	1	1	39	0	0	0	0	0	0	1	paper	0.86	3.5	active	5
89	43	M	primary	3	stipend	6	0	1,076	269	0.5	24	12	9	2	4	2	1	2	2	0	12	4	2	0	0	0	-1	1	0	0	0	0	0	0	digital	0.78	3.1	active	3.3
90	41	M	tertiary	9	stipend	4	0	1,552	388	10.8	26	17	13	3	4	3	2	2	2	9	5	3	1	0	0	0	-1	1	0	0	0	0	0	1	digital	0.79	3.4	active	2.9
91	40	F	primary	14	volunteer	1	0	1,794	299	0.6	15	0	0	0	0	0	0	1	0	6	7	8	3	0	1	0	-1	0	0	0	0	0	0	1	paper	-1	2.8	active	4.5
92	43	F	primary	1	stipend	6	1	544	136	4.5	22	3	2	0	1	0	0	1	1	6	6	6	2	0	1	1	46	0	1	0	1	0	1	1	paper	0.75	3.9	active	4.1
93	37	F	secondary	4	stipend	2	0	1,160	232	2.8	15	1	0	0	0	0	0	1	1	5	9	5	1	0	1	1	51	1	0	0	0	0	0	1	digital	0.81	2.8	active	4.3
94	48	M	secondary	13	stipend	4	0	1,459	364	4.6	22	9	5	2	4	1	0	3	5	2	4	5	1	0	0	0	-1	1	0	0	0	0	0	1	paper	0.82	2.3	active	2.6
95	51	M	none	3	stipend	4	0	2,280	570	8.7	32	15	8	2	5	4	3	2	2	2	6	4	1	1	0	0	-1	0	0	0	0	0	0	1	digital	0.74	3.6	active	3.4
96	54	F	secondary	3	stipend	8	0	576	115	5.5	23	4	2	0	1	1	0	1	2	1	6	7	2	0	1	0	-1	1	0	0	0	0	0	0	paper	0.84	3.8	active	3
97	20	M	primary	4	stipend	6	1	2,084	416	8.9	34	13	7	1	5	2	1	1	0	10	14	5	2	0	0	0	-1	0	0	0	0	0	0	0	paper	0.65	3.9	active	4.1
98	23	M	primary	14	stipend	4	1	1,879	469	3.4	41	12	8	1	5	3	2	3	1	3	8	3	1	0	1	1	51	1	0	0	0	0	0	0	digital	0.88	2.3	active	4
99	35	F	secondary	1	salaried	8	1	2,983	596	0.7	23	10	6	1	3	2	1	3	1	3	8	3	1	0	0	0	-1	1	1	0	0	0	0	1	paper	0.88	3	active	3.6
100	25	F	secondary	7	salaried	4	1	2,696	539	1.8	37	22	14	2	6	7	4	4	2	4	3	6	2	1	0	0	-1	1	1	0	1	1	0	1	digital	0.73	2.6	active	2.2

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