Datasets:
electricsheepafrica
/
elearning-digital-training

Dataset card Data Studio Files
xet
Community
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
course_completed
int64
hours_studied
float64
modules_completed
int64
assessment_passed
int64
certification_earned
int64
knowledge_improved
int64
practice_changed
int64
confidence_improved
int64
peer_sharing
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
301
lab_tech
35
male
clinic
urban
0
1
1
1
0
0
other
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
2,023
302
pharmacist
20
female
district
urban
5
0
0
1
0
0
other
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,023
303
clinical_officer
41
female
district
urban
31
0
0
0
0
0
maternal_health
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,022
304
lab_tech
38
female
health_centre
urban
21
0
0
0
0
0
infection_prevention
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
2,021
305
nurse
26
male
health_centre
remote
5
0
0
0
0
0
clinical_skills
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,021
306
chw
39
female
community
urban
0
0
0
0
0
1
infection_prevention
mobile_app
other
1
0
9.5
2
0
0
0
0
0
0
0
0
1
1
1
0
0
5
2,020
307
chw
31
male
district
urban
6
0
0
0
0
0
emergency_care
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,020
308
lab_tech
46
female
clinic
rural
4
1
0
1
0
0
clinical_skills
blended
none
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
0
0
2,022
309
chw
40
male
community
urban
12
0
0
0
0
0
data_management
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,022
310
nurse
48
female
community
urban
14
1
0
1
0
0
infection_prevention
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
2,023
311
doctor
33
male
clinic
peri_urban
6
1
0
0
1
0
lab_techniques
interactive
none
0
0
0
0
0
0
0
0
0
0
1
0
1
0
1
1
1
0
2,022
312
nurse
44
male
clinic
peri_urban
6
0
0
1
0
0
other
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
2,022
313
clinical_officer
49
male
clinic
peri_urban
0
0
0
0
0
1
leadership
whatsapp_group
other
1
0
12.4
5
0
0
0
0
1
0
1
0
1
1
0
0
0
9
2,023
314
chw
36
female
district
urban
1
0
0
0
0
0
mental_health
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
1
0
2,023
315
nurse
43
female
district
urban
26
0
0
0
0
0
clinical_skills
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
2,021
316
clinical_officer
26
female
community
urban
0
1
0
0
0
0
lab_techniques
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,020
317
nurse
33
female
tertiary
urban
1
0
0
0
0
0
clinical_skills
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
1
0
2,023
318
clinical_officer
47
male
clinic
urban
0
0
0
0
0
0
clinical_skills
interactive
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
0
2,023
319
midwife
20
female
district
peri_urban
5
1
0
0
0
0
data_management
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,022
320
midwife
27
male
district
urban
5
1
0
0
0
0
emergency_care
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
1
0
2,020
321
nurse
37
female
clinic
remote
7
0
0
0
0
0
emergency_care
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
1
0
2,023
322
chw
45
male
health_centre
remote
3
0
0
0
0
0
other
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,021
323
midwife
38
male
health_centre
remote
17
0
0
0
0
0
lab_techniques
interactive
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
1
0
2,021
324
lab_tech
30
female
community
rural
2
0
0
0
0
0
maternal_health
text_module
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
0
0
0
2,022
325
nurse
38
female
clinic
urban
5
0
0
0
0
0
hiv_management
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,022
326
lab_tech
23
male
tertiary
peri_urban
10
0
0
0
0
1
clinical_skills
blended
openwho
1
0
2.5
4
0
0
0
0
1
0
0
0
1
1
0
1
0
3
2,023
327
nurse
36
female
health_centre
remote
1
0
1
1
0
0
infection_prevention
interactive
none
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
1
0
0
2,023
328
doctor
32
male
health_centre
urban
5
0
0
0
0
0
mental_health
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,023
329
chw
28
female
district
rural
19
0
0
1
0
0
data_management
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
1
0
2,022
330
clinical_officer
30
female
health_centre
rural
1
0
0
1
0
0
infection_prevention
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
2,022
331
clinical_officer
24
male
health_centre
peri_urban
1
0
0
0
0
0
maternal_health
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,023
332
other
33
female
district
rural
2
0
0
0
0
0
lab_techniques
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,022
333
chw
33
male
community
rural
0
0
0
0
0
0
maternal_health
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,021
334
nurse
43
male
district
rural
0
1
0
0
0
0
hiv_management
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
2,023
335
other
26
female
district
urban
21
0
0
0
0
1
maternal_health
video
other
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
2,019
336
nurse
39
female
district
peri_urban
9
1
0
0
0
0
emergency_care
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,020
337
nurse
22
female
clinic
remote
13
0
0
0
0
0
leadership
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,022
338
nurse
24
female
district
rural
9
0
0
0
0
0
hiv_management
mobile_app
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
1
0
0
2,023
339
clinical_officer
25
female
community
remote
7
0
1
0
0
0
lab_techniques
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,021
340
chw
38
male
health_centre
remote
25
1
0
1
0
0
data_management
video
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
2,022
341
nurse
33
female
health_centre
urban
6
0
0
0
0
1
hiv_management
mobile_app
custom
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
1
0
2,022
342
clinical_officer
28
female
district
remote
5
0
0
1
0
0
leadership
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
2,021
343
pharmacist
38
female
district
rural
8
1
0
0
0
0
hiv_management
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,021
344
chw
44
female
community
remote
17
0
0
0
0
0
infection_prevention
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,021
345
lab_tech
47
male
district
peri_urban
0
1
0
1
0
1
mental_health
text_module
moodle
1
0
4.6
3
0
0
0
0
0
0
0
0
0
1
1
0
0
4
2,021
346
doctor
37
female
clinic
urban
10
0
1
0
0
0
data_management
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
2,023
347
nurse
26
female
district
urban
0
0
0
0
0
0
lab_techniques
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,021
348
midwife
34
male
community
peri_urban
1
0
0
1
0
0
emergency_care
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
2,023
349
doctor
28
female
community
rural
17
1
0
0
0
0
maternal_health
text_module
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
0
2,021
350
nurse
32
female
district
rural
6
1
0
0
0
0
lab_techniques
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,023
351
chw
25
female
health_centre
peri_urban
10
0
0
0
0
0
clinical_skills
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,023
352
nurse
24
male
clinic
remote
3
0
0
1
0
1
clinical_skills
mobile_app
youtube
1
0
3.5
0
0
0
0
0
1
0
0
0
0
1
0
1
0
5
2,021
353
nurse
42
female
community
rural
1
0
0
0
0
0
maternal_health
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,021
354
clinical_officer
20
female
health_centre
peri_urban
15
1
0
0
0
0
data_management
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,022
355
lab_tech
29
female
district
peri_urban
23
0
0
0
0
0
hiv_management
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,020
356
clinical_officer
27
female
district
urban
18
0
1
0
0
0
clinical_skills
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,023
357
midwife
30
male
clinic
remote
28
0
0
0
0
0
lab_techniques
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,021
358
chw
31
male
health_centre
urban
12
1
0
1
0
1
emergency_care
interactive
custom
1
1
3.9
5
1
1
1
0
1
1
0
0
0
1
0
0
0
4
2,021
359
chw
34
female
health_centre
urban
8
1
0
0
1
0
other
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
0
2,023
360
lab_tech
29
male
clinic
rural
31
0
0
0
0
0
lab_techniques
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,021
361
nurse
34
female
health_centre
remote
3
0
0
0
0
0
leadership
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
2,022
362
chw
35
female
clinic
rural
12
0
0
0
0
0
lab_techniques
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,021
363
nurse
42
male
district
rural
7
0
0
0
0
0
emergency_care
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
2,023
364
chw
27
female
district
remote
1
0
0
1
0
1
clinical_skills
mobile_app
openwho
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,023
365
chw
20
female
clinic
rural
8
0
0
1
0
1
hiv_management
mobile_app
other
1
0
2.7
2
0
0
0
0
1
0
0
0
0
1
0
1
0
8
2,021
366
chw
30
male
district
urban
3
1
0
1
0
0
other
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
2,021
367
nurse
32
male
community
urban
1
0
0
0
0
0
clinical_skills
interactive
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
1
0
2,021
368
lab_tech
24
female
health_centre
rural
19
1
0
0
0
0
infection_prevention
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,020
369
chw
35
female
district
urban
4
0
0
0
0
0
leadership
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,021
370
chw
21
male
tertiary
rural
29
0
1
0
0
0
leadership
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,022
371
midwife
36
female
community
peri_urban
12
0
0
0
0
0
clinical_skills
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,020
372
midwife
49
female
district
remote
12
0
0
0
0
0
hiv_management
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,023
373
nurse
30
female
health_centre
rural
5
0
0
0
0
0
hiv_management
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,019
374
nurse
20
female
health_centre
peri_urban
8
0
0
1
0
0
infection_prevention
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
2,022
375
lab_tech
26
male
community
rural
3
0
0
1
0
0
lab_techniques
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
2,023
376
chw
22
female
tertiary
rural
27
0
0
0
0
0
hiv_management
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
1
0
2,023
377
nurse
54
male
health_centre
rural
5
0
0
0
0
0
hiv_management
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,020
378
lab_tech
44
female
health_centre
remote
31
0
1
0
0
0
leadership
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,019
379
nurse
34
female
health_centre
remote
5
1
0
0
0
0
lab_techniques
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
2,023
380
other
40
male
health_centre
urban
5
0
0
1
0
0
other
blended
none
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
0
0
0
2,023
381
clinical_officer
31
female
tertiary
remote
3
0
0
0
0
0
lab_techniques
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,019
382
doctor
32
female
clinic
peri_urban
8
0
0
0
0
0
mental_health
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,020
383
other
30
male
community
urban
4
0
0
0
0
0
clinical_skills
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,022
384
nurse
33
female
health_centre
remote
7
0
0
1
0
0
data_management
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,022
385
nurse
24
female
health_centre
peri_urban
4
0
0
1
0
0
data_management
interactive
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
1
0
2,020
386
chw
20
female
health_centre
peri_urban
2
1
0
0
0
1
other
interactive
youtube
1
0
11.7
4
0
0
0
0
0
0
0
1
1
1
1
1
0
1
2,023
387
nurse
21
male
clinic
remote
9
0
0
1
0
1
maternal_health
mobile_app
custom
1
0
5.3
3
0
0
0
0
0
0
0
0
0
1
0
0
0
5
2,021
388
chw
20
female
clinic
remote
1
0
0
0
0
1
other
whatsapp_group
moodle
1
0
3.6
4
0
0
0
0
1
0
0
0
1
1
1
0
0
5
2,023
389
chw
36
male
clinic
peri_urban
0
1
1
0
0
0
clinical_skills
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
2,022
390
chw
33
female
health_centre
rural
11
0
0
0
0
0
hiv_management
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,021
391
doctor
48
male
health_centre
urban
3
1
0
0
0
0
clinical_skills
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
2,023
392
nurse
37
female
health_centre
rural
11
0
0
0
0
1
clinical_skills
mobile_app
other
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,021
393
pharmacist
32
female
health_centre
urban
22
1
0
1
0
0
other
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
1
0
0
2,023
394
doctor
38
male
district
remote
0
0
0
0
0
0
other
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,022
395
pharmacist
43
female
health_centre
rural
6
0
0
0
0
0
clinical_skills
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,021
396
lab_tech
27
female
clinic
remote
12
0
0
1
0
0
clinical_skills
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
0
0
2,023
397
chw
46
male
health_centre
remote
4
0
1
0
0
0
leadership
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
0
2,023
398
nurse
39
male
district
remote
21
0
1
0
0
0
other
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,022
399
clinical_officer
20
male
community
peri_urban
3
0
0
0
0
0
other
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,022
400
chw
20
male
tertiary
peri_urban
5
1
0
0
0
0
clinical_skills
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,022