Subset (3)

elearning_basic · 10k rows

Split (1)

train · 10k rows

id int64	cadre string	age int64	sex string	facility_level string	location string	years_experience int64	personal_smartphone int64	computer_access int64	internet_adequate int64	data_affordable int64	elearning_access int64	training_topic string	learning_format string	platform string	course_started int64	hours_studied float64	modules_completed int64	offline_content_used int64	content_in_local_language int64	barrier_connectivity int64	barrier_cost int64	barrier_time int64	barrier_digital_literacy int64	barrier_motivation int64	satisfaction_score int64	year int64
2,001	chw	33	female	clinic	rural	14	0	0	0	0	0	maternal_health	text_module	none	0	0	0	0	0	1	1	0	0	0	0	2,021
2,002	clinical_officer	40	female	clinic	urban	3	0	0	0	0	1	other	mobile_app	moodle	0	0	0	0	0	1	1	0	1	0	0	2,023
2,003	pharmacist	30	male	district	remote	6	0	0	0	0	0	hiv_management	mobile_app	none	0	0	0	0	0	1	1	0	0	0	0	2,021
2,004	nurse	22	male	health_centre	peri_urban	14	0	0	1	0	0	leadership	interactive	none	0	0	0	0	0	0	1	1	0	1	0	2,020
2,005	midwife	42	female	health_centre	peri_urban	14	0	0	0	0	0	leadership	mobile_app	none	0	0	0	0	1	1	1	0	0	1	0	2,021
2,006	nurse	27	female	health_centre	urban	14	0	0	0	0	1	other	text_module	custom	0	0	0	0	1	1	1	0	0	1	0	2,019
2,007	chw	51	male	health_centre	peri_urban	7	0	0	0	0	0	infection_prevention	video	none	0	0	0	0	1	1	1	1	1	0	0	2,021
2,008	doctor	37	female	community	remote	5	1	1	0	0	0	hiv_management	text_module	none	0	0	0	0	0	1	1	0	1	1	0	2,020
2,009	other	22	female	community	urban	0	1	1	0	1	0	lab_techniques	video	none	0	0	0	0	0	1	0	0	1	0	0	2,022
2,010	chw	29	female	district	remote	4	0	1	0	0	0	emergency_care	mobile_app	none	0	0	0	0	0	1	1	0	0	1	0	2,021
2,011	chw	33	male	community	rural	8	0	0	0	0	0	other	mobile_app	none	0	0	0	0	0	1	1	1	1	1	0	2,022
2,012	nurse	34	female	health_centre	remote	7	0	0	0	0	0	leadership	text_module	none	0	0	0	0	0	1	1	0	0	0	0	2,022
2,013	midwife	26	female	community	peri_urban	4	0	0	0	0	0	data_management	mobile_app	none	0	0	0	0	0	1	1	0	1	0	0	2,021
2,014	clinical_officer	21	female	community	rural	8	0	1	1	0	0	leadership	whatsapp_group	none	0	0	0	1	0	0	1	0	0	0	0	2,022
2,015	pharmacist	43	female	community	peri_urban	2	0	0	1	0	0	lab_techniques	text_module	none	0	0	0	0	0	0	1	1	1	0	0	2,023
2,016	clinical_officer	50	male	health_centre	peri_urban	12	0	0	0	0	0	data_management	whatsapp_group	none	0	0	0	0	1	1	1	0	0	0	0	2,020
2,017	chw	23	female	district	remote	4	0	1	0	0	0	clinical_skills	interactive	none	0	0	0	0	0	1	1	0	0	1	0	2,022
2,018	nurse	29	female	tertiary	peri_urban	10	0	0	0	0	1	data_management	video	other	0	0	0	0	0	1	1	1	0	0	0	2,020
2,019	clinical_officer	36	female	clinic	peri_urban	6	0	0	0	0	0	other	whatsapp_group	none	0	0	0	0	0	1	1	1	1	0	0	2,020
2,020	chw	23	female	clinic	urban	1	0	0	0	0	0	emergency_care	text_module	none	0	0	0	1	0	1	1	0	0	1	0	2,021
2,021	doctor	31	male	health_centre	rural	1	0	0	1	0	0	hiv_management	interactive	none	0	0	0	0	0	0	1	0	0	0	0	2,023
2,022	midwife	35	male	health_centre	remote	10	0	1	0	0	0	data_management	text_module	none	0	0	0	0	0	1	1	1	0	1	0	2,022
2,023	lab_tech	28	female	district	rural	3	0	1	0	0	0	clinical_skills	blended	none	0	0	0	0	0	1	1	1	0	0	0	2,020
2,024	lab_tech	38	female	clinic	urban	34	0	0	0	0	0	infection_prevention	text_module	none	0	0	0	0	1	1	1	0	1	0	0	2,023
2,025	clinical_officer	22	female	tertiary	rural	4	0	0	0	0	0	other	blended	none	0	0	0	0	0	1	1	1	0	1	0	2,021
2,026	midwife	55	male	health_centre	rural	12	1	0	0	0	0	infection_prevention	video	none	0	0	0	0	0	1	1	0	0	1	0	2,023
2,027	nurse	20	female	community	urban	6	1	0	0	0	0	clinical_skills	whatsapp_group	none	0	0	0	0	0	1	1	1	0	0	0	2,021
2,028	doctor	25	male	community	remote	12	0	0	0	0	0	emergency_care	text_module	none	0	0	0	0	0	1	1	0	1	0	0	2,021
2,029	nurse	24	female	community	peri_urban	16	0	0	1	0	1	infection_prevention	blended	whatsapp	0	0	0	0	0	0	1	1	0	0	0	2,023
2,030	nurse	46	female	health_centre	urban	1	1	0	0	0	0	data_management	mobile_app	none	0	0	0	0	0	1	1	0	1	0	0	2,023
2,031	nurse	34	female	community	rural	0	0	0	0	0	0	other	blended	none	0	0	0	0	0	1	1	0	0	1	0	2,021
2,032	chw	32	male	clinic	rural	1	0	0	0	0	0	infection_prevention	mobile_app	none	0	0	0	0	0	1	1	0	0	1	0	2,021
2,033	clinical_officer	50	male	district	remote	4	0	0	0	0	0	clinical_skills	interactive	none	0	0	0	0	1	1	1	0	1	1	0	2,023
2,034	chw	27	male	community	remote	4	0	0	1	0	0	infection_prevention	text_module	none	0	0	0	0	0	0	1	0	1	0	0	2,023
2,035	clinical_officer	34	female	community	rural	0	1	0	0	1	0	lab_techniques	text_module	none	0	0	0	0	0	1	0	0	0	0	0	2,022
2,036	midwife	23	female	health_centre	peri_urban	0	0	0	1	0	0	other	mobile_app	none	0	0	0	0	0	0	1	0	1	1	0	2,021
2,037	nurse	25	female	clinic	rural	5	0	0	1	0	0	leadership	text_module	none	0	0	0	0	0	0	1	1	0	0	0	2,022
2,038	nurse	48	female	health_centre	urban	0	1	0	1	0	0	mental_health	text_module	none	0	0	0	0	0	0	1	0	0	0	0	2,019
2,039	other	42	male	district	urban	6	0	1	0	0	0	maternal_health	interactive	none	0	0	0	0	1	1	1	0	1	0	0	2,021
2,040	lab_tech	24	female	clinic	rural	8	0	0	0	0	0	clinical_skills	mobile_app	none	0	0	0	1	1	1	1	0	0	0	0	2,020
2,041	lab_tech	44	male	community	rural	0	1	0	0	0	0	emergency_care	interactive	none	0	0	0	0	0	1	1	1	1	1	0	2,020
2,042	nurse	36	female	community	rural	0	0	0	0	0	0	mental_health	text_module	none	0	0	0	0	0	1	1	1	0	0	0	2,023
2,043	other	28	female	community	urban	5	0	0	0	0	0	data_management	blended	none	0	0	0	0	0	1	1	0	1	0	0	2,022
2,044	midwife	41	female	district	urban	5	0	0	0	0	1	clinical_skills	whatsapp_group	moodle	1	3.8	6	0	0	1	1	1	1	0	7	2,021
2,045	chw	44	female	community	urban	14	0	0	0	0	0	data_management	blended	none	0	0	0	0	0	1	1	0	0	0	0	2,022
2,046	doctor	20	female	clinic	urban	18	1	0	1	0	0	lab_techniques	text_module	none	0	0	0	0	0	0	1	0	1	0	0	2,021
2,047	midwife	23	female	community	remote	13	1	0	0	0	0	other	text_module	none	0	0	0	0	0	1	1	0	1	0	0	2,021
2,048	nurse	29	female	community	peri_urban	6	0	0	0	0	0	mental_health	blended	none	0	0	0	0	1	1	1	0	0	0	0	2,022
2,049	nurse	39	female	health_centre	peri_urban	10	0	0	1	0	0	emergency_care	mobile_app	none	0	0	0	0	0	0	1	1	0	0	0	2,020
2,050	chw	49	female	health_centre	urban	2	0	0	0	0	0	data_management	whatsapp_group	none	0	0	0	0	1	1	1	0	0	0	0	2,023
2,051	chw	47	female	community	rural	14	0	0	0	0	0	lab_techniques	mobile_app	none	0	0	0	0	1	1	1	0	0	0	0	2,022
2,052	doctor	40	female	clinic	urban	23	0	0	1	0	0	other	blended	none	0	0	0	0	1	0	1	0	1	0	0	2,022
2,053	chw	51	female	district	remote	27	0	0	0	0	0	clinical_skills	text_module	none	0	0	0	1	0	1	1	0	1	0	0	2,020
2,054	midwife	35	female	health_centre	rural	1	0	0	1	0	0	hiv_management	mobile_app	none	0	0	0	0	0	0	1	0	0	0	0	2,020
2,055	lab_tech	45	male	tertiary	rural	14	0	0	0	0	0	mental_health	video	none	0	0	0	0	1	1	1	0	0	0	0	2,022
2,056	midwife	32	male	health_centre	remote	4	0	0	0	0	0	infection_prevention	video	none	0	0	0	0	0	1	1	0	0	1	0	2,020
2,057	midwife	28	female	district	urban	10	1	0	1	0	0	infection_prevention	blended	none	0	0	0	0	0	0	1	1	0	0	0	2,020
2,058	chw	51	female	health_centre	urban	1	0	0	0	0	0	mental_health	whatsapp_group	none	0	0	0	1	0	1	1	0	0	0	0	2,021
2,059	nurse	33	male	health_centre	rural	0	0	1	0	0	0	clinical_skills	blended	none	0	0	0	0	0	1	1	0	0	0	0	2,023
2,060	lab_tech	39	female	health_centre	rural	5	1	0	0	1	0	emergency_care	text_module	none	0	0	0	0	0	1	0	1	1	0	0	2,022
2,061	clinical_officer	20	male	district	peri_urban	14	0	0	0	0	0	other	blended	none	0	0	0	0	0	1	1	0	1	1	0	2,021
2,062	nurse	42	male	community	urban	13	0	0	1	0	0	emergency_care	video	none	0	0	0	0	0	0	1	0	0	0	0	2,023
2,063	midwife	21	female	community	remote	23	0	0	0	0	0	data_management	text_module	none	0	0	0	0	0	1	1	1	0	0	0	2,019
2,064	nurse	32	male	health_centre	rural	4	0	0	0	0	0	leadership	mobile_app	none	0	0	0	0	0	1	1	0	0	0	0	2,021
2,065	nurse	29	male	clinic	peri_urban	0	0	0	0	0	0	lab_techniques	interactive	none	0	0	0	0	0	1	1	1	0	0	0	2,023
2,066	other	25	female	clinic	peri_urban	0	0	0	1	0	0	mental_health	text_module	none	0	0	0	1	0	0	1	1	1	0	0	2,023
2,067	lab_tech	25	female	clinic	rural	0	0	0	1	0	0	infection_prevention	mobile_app	none	0	0	0	0	0	0	1	1	0	0	0	2,022
2,068	nurse	35	female	district	urban	3	0	1	1	0	0	hiv_management	interactive	none	0	0	0	0	1	0	1	0	1	0	0	2,023
2,069	chw	35	female	clinic	urban	3	0	0	1	0	0	other	text_module	none	0	0	0	0	0	0	1	0	0	0	0	2,021
2,070	pharmacist	34	female	health_centre	urban	29	1	0	1	0	0	data_management	whatsapp_group	none	0	0	0	1	0	0	1	0	0	0	0	2,023
2,071	pharmacist	45	male	health_centre	rural	2	0	0	0	0	0	hiv_management	text_module	none	0	0	0	0	1	1	1	0	0	0	0	2,020
2,072	nurse	41	male	community	rural	5	0	0	0	0	0	data_management	text_module	none	0	0	0	0	0	1	1	0	0	0	0	2,021
2,073	other	29	male	district	peri_urban	4	0	1	0	0	0	maternal_health	whatsapp_group	none	0	0	0	0	0	1	1	0	1	0	0	2,023
2,074	clinical_officer	22	female	district	remote	5	0	0	0	0	0	lab_techniques	blended	none	0	0	0	0	0	1	1	1	0	0	0	2,019
2,075	clinical_officer	32	female	health_centre	remote	7	0	0	0	0	0	infection_prevention	mobile_app	none	0	0	0	0	0	1	1	0	0	0	0	2,023
2,076	chw	46	male	health_centre	urban	7	0	0	1	0	0	leadership	text_module	none	0	0	0	0	0	0	1	0	0	0	0	2,021
2,077	lab_tech	25	male	health_centre	remote	3	0	0	0	0	0	maternal_health	text_module	none	0	0	0	0	1	1	1	0	0	0	0	2,023
2,078	other	21	male	district	rural	13	1	0	0	0	0	maternal_health	text_module	none	0	0	0	0	0	1	1	0	0	0	0	2,022
2,079	clinical_officer	41	male	community	peri_urban	3	0	0	1	0	0	data_management	interactive	none	0	0	0	0	1	0	1	0	0	0	0	2,022
2,080	midwife	46	male	community	peri_urban	18	0	0	0	0	1	other	video	custom	0	0	0	0	1	1	1	0	0	0	0	2,023
2,081	pharmacist	46	male	clinic	remote	1	0	1	1	0	0	leadership	interactive	none	0	0	0	1	0	0	1	1	1	0	0	2,021
2,082	lab_tech	23	male	community	urban	2	0	0	0	0	0	clinical_skills	text_module	none	0	0	0	0	1	1	1	0	1	0	0	2,023
2,083	nurse	46	female	district	urban	1	0	1	0	0	1	data_management	text_module	other	0	0	0	0	0	1	1	0	1	0	0	2,020
2,084	nurse	41	female	health_centre	rural	9	1	0	0	0	0	lab_techniques	interactive	none	0	0	0	0	0	1	1	0	0	0	0	2,022
2,085	chw	31	male	community	urban	7	0	1	0	0	0	leadership	blended	none	0	0	0	0	1	1	1	0	1	0	0	2,022
2,086	lab_tech	31	male	community	peri_urban	10	0	0	0	0	0	other	mobile_app	none	0	0	0	0	0	1	1	0	0	0	0	2,023
2,087	other	30	female	clinic	remote	1	0	0	0	0	0	infection_prevention	mobile_app	none	0	0	0	0	0	1	1	1	0	0	0	2,019
2,088	nurse	32	male	district	urban	30	0	0	0	0	0	other	blended	none	0	0	0	0	0	1	1	0	1	0	0	2,020
2,089	midwife	21	female	health_centre	rural	4	1	0	1	0	0	mental_health	whatsapp_group	none	0	0	0	0	0	0	1	0	1	0	0	2,021
2,090	lab_tech	22	female	health_centre	rural	16	0	0	0	0	0	infection_prevention	blended	none	0	0	0	0	0	1	1	0	0	1	0	2,023
2,091	other	26	male	clinic	peri_urban	1	1	1	0	0	0	hiv_management	interactive	none	0	0	0	0	0	1	1	0	0	1	0	2,023
2,092	chw	49	male	health_centre	peri_urban	7	0	0	1	0	0	infection_prevention	whatsapp_group	none	0	0	0	0	0	0	1	0	1	0	0	2,022
2,093	pharmacist	39	male	health_centre	peri_urban	10	0	1	0	0	0	clinical_skills	text_module	none	0	0	0	0	0	1	1	1	0	0	0	2,021
2,094	midwife	32	female	health_centre	rural	1	0	0	1	0	0	other	interactive	none	0	0	0	0	0	0	1	0	0	1	0	2,020
2,095	doctor	26	female	community	urban	0	1	0	1	0	0	hiv_management	video	none	0	0	0	0	0	0	1	1	0	0	0	2,020
2,096	midwife	41	male	community	urban	4	0	0	0	0	0	data_management	blended	none	0	0	0	0	1	1	1	1	1	1	0	2,022
2,097	pharmacist	32	female	clinic	rural	5	0	0	0	0	0	lab_techniques	text_module	none	0	0	0	0	0	1	1	1	0	0	0	2,022
2,098	lab_tech	30	female	district	peri_urban	1	0	0	0	0	0	infection_prevention	text_module	none	0	0	0	0	1	1	1	0	0	0	0	2,022
2,099	clinical_officer	34	male	health_centre	rural	7	0	1	0	0	0	lab_techniques	text_module	none	0	0	0	0	0	1	1	1	0	0	0	2,023
2,100	other	27	female	health_centre	rural	1	0	0	1	0	0	clinical_skills	text_module	none	0	0	0	0	0	0	1	0	0	0	0	2,023

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