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	confidence_improved 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
201	chw	32	female	health_centre	rural	12	0	0	0	0	0	leadership	blended	none	0	0	0	0	0	0	1	1	0	1	0	0	2,021
202	chw	44	female	health_centre	rural	2	0	1	0	0	0	other	text_module	none	0	0	0	0	0	0	1	1	0	0	0	0	2,020
203	nurse	53	female	health_centre	urban	15	1	0	0	0	0	maternal_health	whatsapp_group	none	0	0	0	0	1	0	1	1	0	0	0	0	2,020
204	chw	32	female	community	rural	6	0	0	0	0	0	data_management	blended	none	0	0	0	0	0	0	1	1	0	0	0	0	2,022
205	lab_tech	31	female	community	peri_urban	12	1	0	0	0	0	infection_prevention	whatsapp_group	none	0	0	0	0	0	0	1	1	1	0	0	0	2,023
206	nurse	31	female	clinic	rural	0	0	0	0	0	0	hiv_management	mobile_app	none	0	0	0	0	1	1	1	1	1	0	1	0	2,023
207	nurse	23	female	health_centre	peri_urban	11	0	0	1	0	0	other	whatsapp_group	none	0	0	0	0	0	0	0	1	1	1	0	0	2,021
208	midwife	22	female	district	peri_urban	0	0	1	0	0	1	clinical_skills	video	moodle	1	3.6	3	1	1	0	1	1	0	0	0	3	2,021
209	nurse	41	male	tertiary	urban	9	0	0	0	0	0	mental_health	text_module	none	0	0	0	0	0	1	1	1	0	1	1	0	2,022
210	nurse	38	female	tertiary	rural	13	0	0	1	0	0	infection_prevention	video	none	0	0	0	0	0	0	0	1	0	0	0	0	2,022
211	clinical_officer	39	female	health_centre	rural	9	1	0	0	0	0	data_management	text_module	none	0	0	0	0	0	1	1	1	0	0	0	0	2,021
212	nurse	44	female	community	rural	6	0	0	0	0	0	other	text_module	none	0	0	0	0	0	0	1	1	0	1	0	0	2,020
213	lab_tech	37	female	community	urban	6	0	0	1	0	1	maternal_health	blended	youtube	1	2	5	0	1	1	0	1	1	0	0	2	2,020
214	nurse	37	female	clinic	remote	8	0	0	0	0	0	clinical_skills	blended	none	0	0	0	0	0	0	1	1	0	1	0	0	2,023
215	clinical_officer	36	male	clinic	remote	6	0	0	0	0	0	maternal_health	whatsapp_group	none	0	0	0	0	0	0	1	1	0	0	0	0	2,023
216	chw	28	female	health_centre	urban	2	0	0	0	0	0	hiv_management	mobile_app	none	0	0	0	0	0	0	1	1	1	1	0	0	2,021
217	midwife	43	female	clinic	urban	1	0	0	0	0	0	mental_health	text_module	none	0	0	0	0	0	0	1	1	1	0	0	0	2,022
218	other	26	female	health_centre	remote	6	0	0	0	0	0	leadership	mobile_app	none	0	0	0	0	0	0	1	1	0	0	1	0	2,020
219	doctor	23	male	clinic	rural	6	0	0	1	0	0	infection_prevention	mobile_app	none	0	0	0	0	0	0	0	1	1	0	0	0	2,023
220	nurse	40	female	district	rural	10	0	1	0	0	0	leadership	mobile_app	none	0	0	0	0	0	0	1	1	1	1	0	0	2,020
221	nurse	25	female	district	rural	9	0	1	0	0	0	clinical_skills	video	none	0	0	0	0	0	0	1	1	0	0	0	0	2,023
222	clinical_officer	35	female	district	remote	0	0	0	0	0	0	infection_prevention	interactive	none	0	0	0	0	0	1	1	1	1	0	0	0	2,021
223	other	32	male	community	rural	2	0	0	0	0	0	other	text_module	none	0	0	0	0	0	0	1	1	1	1	0	0	2,023
224	nurse	47	male	health_centre	rural	3	0	0	0	0	0	other	interactive	none	0	0	0	0	0	1	1	1	1	0	0	0	2,021
225	midwife	20	female	clinic	rural	9	0	0	1	0	0	hiv_management	text_module	none	0	0	0	0	0	0	0	1	0	0	0	0	2,023
226	doctor	48	female	clinic	remote	5	0	0	0	0	0	infection_prevention	interactive	none	0	0	0	0	1	0	1	1	0	0	1	0	2,023
227	doctor	49	female	tertiary	urban	0	0	0	1	0	1	hiv_management	text_module	whatsapp	0	0	0	0	0	0	0	1	0	0	1	0	2,019
228	chw	30	female	clinic	remote	4	0	0	0	0	0	lab_techniques	whatsapp_group	none	0	0	0	0	0	1	1	1	0	0	1	0	2,021
229	nurse	46	female	district	rural	2	0	0	0	0	1	hiv_management	text_module	openwho	1	9.5	4	0	0	0	1	1	0	0	1	5	2,020
230	lab_tech	28	female	tertiary	peri_urban	1	0	0	0	0	0	infection_prevention	text_module	none	0	0	0	0	1	0	1	1	1	1	0	0	2,022
231	doctor	34	female	health_centre	urban	19	1	0	0	0	0	infection_prevention	mobile_app	none	0	0	0	0	0	0	1	1	0	1	0	0	2,022
232	lab_tech	45	male	health_centre	urban	1	0	0	1	0	0	maternal_health	text_module	none	0	0	0	0	0	1	0	1	0	0	0	0	2,022
233	clinical_officer	23	male	clinic	urban	14	0	0	0	0	0	infection_prevention	video	none	0	0	0	0	0	0	1	1	0	1	0	0	2,021
234	chw	42	female	clinic	rural	6	0	0	0	0	0	data_management	text_module	none	0	0	0	0	0	0	1	1	0	1	0	0	2,022
235	clinical_officer	41	female	district	peri_urban	1	0	0	0	0	0	clinical_skills	text_module	none	0	0	0	0	0	0	1	1	1	0	0	0	2,020
236	lab_tech	47	female	health_centre	remote	4	1	0	0	0	0	infection_prevention	mobile_app	none	0	0	0	0	0	0	1	1	0	0	0	0	2,023
237	chw	24	female	clinic	peri_urban	3	0	0	1	0	0	mental_health	mobile_app	none	0	0	0	0	0	1	0	1	1	0	0	0	2,021
238	nurse	20	male	clinic	peri_urban	2	0	1	0	0	0	leadership	blended	none	0	0	0	0	0	1	1	1	0	0	0	0	2,021
239	lab_tech	37	female	clinic	urban	6	0	0	0	0	0	emergency_care	blended	none	0	0	0	0	0	0	1	1	1	0	1	0	2,022
240	lab_tech	29	female	clinic	remote	15	0	0	0	0	0	hiv_management	blended	none	0	0	0	0	0	0	1	1	0	0	1	0	2,021
241	midwife	21	female	community	rural	7	0	0	0	0	0	other	whatsapp_group	none	0	0	0	0	0	0	1	1	0	1	0	0	2,020
242	clinical_officer	27	female	district	remote	7	0	1	0	0	0	emergency_care	video	none	0	0	0	0	0	0	1	1	0	1	0	0	2,022
243	doctor	49	female	district	urban	4	1	0	1	0	0	other	video	none	0	0	0	0	0	0	0	1	0	0	1	0	2,020
244	midwife	47	female	district	rural	1	0	0	0	0	1	hiv_management	text_module	other	1	3.9	2	1	0	1	1	1	1	1	1	5	2,023
245	chw	38	female	community	rural	15	0	0	0	0	0	lab_techniques	text_module	none	0	0	0	0	0	0	1	1	0	0	0	0	2,021
246	midwife	33	male	district	peri_urban	0	0	0	1	0	0	other	interactive	none	0	0	0	0	0	0	0	1	0	0	1	0	2,021
247	clinical_officer	36	female	tertiary	peri_urban	14	1	0	0	0	0	emergency_care	text_module	none	0	0	0	0	0	0	1	1	0	1	1	0	2,022
248	nurse	53	female	health_centre	urban	1	0	0	0	0	0	infection_prevention	interactive	none	0	0	0	0	0	0	1	1	0	0	0	0	2,023
249	doctor	43	female	health_centre	remote	5	0	0	0	0	0	infection_prevention	blended	none	0	0	0	0	0	0	1	1	1	0	1	0	2,019
250	midwife	20	male	clinic	peri_urban	15	0	0	0	0	0	clinical_skills	blended	none	0	0	0	0	0	1	1	1	1	0	0	0	2,020
251	nurse	24	female	clinic	peri_urban	3	1	0	0	0	0	lab_techniques	text_module	none	0	0	0	0	0	0	1	1	0	0	0	0	2,021
252	doctor	45	female	health_centre	rural	9	0	0	0	0	0	maternal_health	video	none	0	0	0	0	0	0	1	1	0	0	0	0	2,022
253	chw	43	female	tertiary	urban	0	1	0	0	0	0	maternal_health	text_module	none	0	0	0	0	0	0	1	1	1	0	0	0	2,023
254	lab_tech	34	male	community	rural	11	1	0	0	0	0	data_management	blended	none	0	0	0	0	0	0	1	1	1	0	0	0	2,021
255	nurse	52	female	health_centre	rural	2	0	0	0	0	0	lab_techniques	interactive	none	0	0	0	0	0	0	1	1	0	1	0	0	2,021
256	other	53	male	health_centre	peri_urban	16	0	0	0	0	0	data_management	text_module	none	0	0	0	0	0	1	1	1	0	0	0	0	2,023
257	nurse	40	male	district	rural	6	0	0	0	0	0	lab_techniques	whatsapp_group	none	0	0	0	0	0	0	1	1	1	1	0	0	2,022
258	midwife	21	female	clinic	peri_urban	4	0	0	1	0	0	infection_prevention	text_module	none	0	0	0	0	0	0	0	1	1	0	1	0	2,022
259	other	29	female	clinic	remote	7	0	0	0	0	0	other	text_module	none	0	0	0	0	0	0	1	1	1	1	0	0	2,020
260	nurse	24	male	district	urban	2	0	1	0	0	0	clinical_skills	text_module	none	0	0	0	0	0	0	1	1	0	0	0	0	2,023
261	other	32	male	health_centre	urban	7	0	0	1	0	0	clinical_skills	mobile_app	none	0	0	0	0	0	0	0	1	0	0	0	0	2,020
262	clinical_officer	40	female	district	rural	20	0	1	0	0	0	lab_techniques	blended	none	0	0	0	0	0	0	1	1	0	1	0	0	2,020
263	nurse	34	female	clinic	peri_urban	5	0	0	0	0	0	lab_techniques	text_module	none	0	0	0	0	0	0	1	1	1	1	0	0	2,019
264	clinical_officer	24	male	community	urban	15	0	0	1	0	0	maternal_health	text_module	none	0	0	0	0	0	0	0	1	0	1	0	0	2,020
265	midwife	25	male	community	peri_urban	20	0	0	1	0	0	infection_prevention	text_module	none	0	0	0	0	0	0	0	1	0	0	0	0	2,021
266	clinical_officer	43	male	health_centre	rural	41	0	0	0	0	0	infection_prevention	interactive	none	0	0	0	0	0	1	1	1	0	0	0	0	2,021
267	other	31	female	clinic	peri_urban	0	0	0	0	0	0	data_management	whatsapp_group	none	0	0	0	0	0	0	1	1	1	0	0	0	2,022
268	nurse	38	female	community	urban	3	0	0	1	0	0	lab_techniques	blended	none	0	0	0	0	1	0	0	1	0	1	0	0	2,022
269	chw	37	female	district	remote	17	0	0	0	0	0	mental_health	text_module	none	0	0	0	0	1	1	1	1	1	0	0	0	2,022
270	nurse	45	male	community	remote	3	0	0	0	0	0	maternal_health	video	none	0	0	0	0	1	1	1	1	1	0	0	0	2,021
271	other	23	male	health_centre	rural	5	0	0	1	0	0	leadership	interactive	none	0	0	0	0	0	1	0	1	1	1	1	0	2,019
272	clinical_officer	32	female	health_centre	urban	4	1	0	1	0	0	hiv_management	interactive	none	0	0	0	0	0	1	0	1	0	0	0	0	2,021
273	midwife	35	female	district	urban	3	0	1	1	0	1	other	mobile_app	moodle	1	25.4	4	1	0	1	0	1	0	1	1	8	2,021
274	nurse	35	male	district	remote	15	0	0	0	0	0	infection_prevention	mobile_app	none	0	0	0	0	0	0	1	1	1	1	0	0	2,021
275	clinical_officer	31	female	district	urban	18	0	1	1	0	0	data_management	whatsapp_group	none	0	0	0	0	0	0	0	1	0	1	0	0	2,022
276	nurse	33	male	tertiary	peri_urban	10	0	0	0	0	0	data_management	whatsapp_group	none	0	0	0	0	0	0	1	1	0	0	1	0	2,023
277	other	28	female	health_centre	urban	0	0	0	0	0	0	emergency_care	text_module	none	0	0	0	0	0	0	1	1	0	0	0	0	2,021
278	nurse	56	female	clinic	rural	3	1	0	0	0	0	emergency_care	text_module	none	0	0	0	0	0	0	1	1	0	1	0	0	2,019
279	other	40	male	district	rural	9	1	1	0	0	0	maternal_health	text_module	none	0	0	0	0	0	0	1	1	1	1	0	0	2,023
280	chw	29	female	district	peri_urban	0	0	0	0	0	1	leadership	blended	whatsapp	1	5.2	8	1	0	0	1	1	0	0	0	6	2,023
281	nurse	36	female	tertiary	rural	2	0	0	0	0	0	data_management	video	none	0	0	0	0	0	0	1	1	1	1	0	0	2,020
282	nurse	39	female	health_centre	peri_urban	38	0	0	0	0	0	emergency_care	blended	none	0	0	0	0	1	0	1	1	1	0	1	0	2,022
283	chw	20	male	district	remote	4	0	0	0	0	0	maternal_health	mobile_app	none	0	0	0	0	0	1	1	1	0	0	0	0	2,023
284	doctor	41	female	community	remote	25	0	0	0	0	0	maternal_health	blended	none	0	0	0	0	0	0	1	1	1	0	1	0	2,020
285	lab_tech	42	female	community	peri_urban	6	1	0	0	1	0	leadership	video	none	0	0	0	0	0	0	1	0	1	0	1	0	2,019
286	chw	24	male	clinic	urban	22	0	0	0	0	1	lab_techniques	mobile_app	other	1	4.9	4	1	0	0	1	1	0	0	0	3	2,021
287	chw	31	female	district	peri_urban	22	1	0	0	1	0	infection_prevention	text_module	none	0	0	0	0	0	0	1	0	0	1	1	0	2,021
288	lab_tech	47	male	health_centre	rural	1	1	0	0	0	0	hiv_management	text_module	none	0	0	0	0	0	0	1	1	0	1	0	0	2,021
289	nurse	40	female	health_centre	remote	22	0	0	0	0	0	lab_techniques	text_module	none	0	0	0	0	1	0	1	1	0	0	0	0	2,022
290	nurse	48	female	clinic	rural	5	1	0	0	0	0	emergency_care	text_module	none	0	0	0	0	0	1	1	1	0	1	1	0	2,020
291	other	45	female	district	urban	39	1	1	0	0	0	clinical_skills	whatsapp_group	none	0	0	0	0	0	0	1	1	0	0	0	0	2,021
292	chw	52	female	health_centre	peri_urban	9	0	0	0	0	0	clinical_skills	interactive	none	0	0	0	0	0	0	1	1	0	0	0	0	2,022
293	doctor	32	female	health_centre	rural	0	0	0	0	0	1	leadership	text_module	whatsapp	0	0	0	0	0	0	1	1	0	0	1	0	2,021
294	nurse	32	female	tertiary	rural	5	0	1	0	0	0	infection_prevention	text_module	none	0	0	0	0	1	1	1	1	0	1	0	0	2,019
295	chw	36	female	clinic	peri_urban	43	1	0	1	0	0	mental_health	text_module	none	0	0	0	0	0	0	0	1	1	1	0	0	2,023
296	nurse	20	female	tertiary	rural	3	0	0	0	0	0	lab_techniques	blended	none	0	0	0	0	0	0	1	1	0	0	0	0	2,023
297	nurse	22	female	health_centre	remote	8	0	0	0	0	1	clinical_skills	video	whatsapp	0	0	0	0	0	1	1	1	0	0	0	0	2,021
298	nurse	39	female	tertiary	remote	1	1	0	0	0	0	data_management	mobile_app	none	0	0	0	0	0	0	1	1	0	0	0	0	2,020
299	nurse	39	female	district	urban	2	1	1	0	0	0	lab_techniques	text_module	none	0	0	0	0	0	0	1	1	1	0	0	0	2,023
300	nurse	51	female	clinic	remote	7	0	0	0	0	0	leadership	mobile_app	none	0	0	0	0	0	0	1	1	0	0	1	0	2,021

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