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
7,301
chw
37
female
tertiary
urban
21
0
0
1
0
1
other
blended
whatsapp
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
1
0
2,022
7,302
nurse
31
female
health_centre
peri_urban
6
0
0
0
0
0
other
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
2,021
7,303
midwife
29
female
health_centre
remote
6
0
0
0
0
0
maternal_health
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
2,019
7,304
nurse
29
male
health_centre
urban
9
0
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
2,021
7,305
doctor
27
female
clinic
remote
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
2,023
7,306
pharmacist
41
male
clinic
rural
0
1
0
0
1
0
maternal_health
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
1
1
0
2,023
7,307
midwife
38
female
health_centre
peri_urban
6
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
1
0
0
2,023
7,308
other
33
female
health_centre
urban
4
0
0
0
0
0
emergency_care
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
1
0
2,023
7,309
chw
41
female
health_centre
peri_urban
3
0
0
0
0
0
data_management
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,023
7,310
pharmacist
52
female
health_centre
urban
0
0
0
0
0
0
emergency_care
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,022
7,311
other
32
male
health_centre
remote
20
0
0
0
0
0
infection_prevention
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,023
7,312
nurse
20
female
community
remote
15
0
0
0
0
0
leadership
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
2,023
7,313
chw
31
female
clinic
urban
11
0
0
0
0
0
hiv_management
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,020
7,314
nurse
35
female
district
remote
3
0
1
0
0
0
hiv_management
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,021
7,315
nurse
20
female
clinic
rural
1
0
0
0
0
0
maternal_health
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,022
7,316
chw
31
female
health_centre
rural
7
0
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
2,022
7,317
chw
20
male
clinic
remote
15
0
0
0
0
0
infection_prevention
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,022
7,318
lab_tech
38
female
district
rural
5
0
0
0
0
0
other
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,019
7,319
chw
31
female
community
urban
16
0
0
0
0
0
maternal_health
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
1
0
2,019
7,320
midwife
40
female
clinic
peri_urban
0
0
0
0
0
1
data_management
text_module
moodle
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,020
7,321
chw
56
male
health_centre
rural
0
0
0
1
0
0
clinical_skills
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
2,023
7,322
nurse
30
female
clinic
remote
11
0
0
0
0
0
infection_prevention
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
0
2,022
7,323
chw
41
female
health_centre
peri_urban
0
1
1
0
1
0
maternal_health
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
0
2,022
7,324
chw
30
female
health_centre
rural
3
0
0
0
0
0
leadership
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,022
7,325
clinical_officer
29
female
tertiary
urban
20
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
1
0
0
2,020
7,326
nurse
50
male
district
peri_urban
25
0
0
0
0
0
data_management
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,020
7,327
nurse
35
male
district
peri_urban
2
1
0
0
0
0
infection_prevention
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,022
7,328
nurse
33
female
clinic
remote
2
0
0
0
0
0
maternal_health
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,023
7,329
nurse
31
male
health_centre
peri_urban
2
1
0
0
0
0
emergency_care
video
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
1
0
2,020
7,330
lab_tech
41
female
health_centre
remote
7
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
2,023
7,331
other
24
female
community
rural
0
0
0
0
0
0
leadership
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
1
0
2,022
7,332
other
21
male
health_centre
remote
32
0
0
0
0
0
leadership
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
2,023
7,333
doctor
56
male
tertiary
remote
16
0
0
0
0
0
other
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,020
7,334
nurse
46
male
tertiary
rural
0
0
0
0
0
1
emergency_care
blended
custom
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
0
2,019
7,335
nurse
45
male
clinic
urban
3
0
0
1
0
0
data_management
video
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,022
7,336
pharmacist
37
male
community
urban
2
0
0
0
0
0
leadership
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,023
7,337
other
44
female
community
urban
17
0
0
0
0
0
clinical_skills
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
1
0
2,019
7,338
nurse
53
female
health_centre
remote
4
0
0
0
0
0
other
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
0
2,021
7,339
other
46
female
clinic
remote
3
1
0
0
0
1
hiv_management
text_module
whatsapp
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
2,022
7,340
nurse
29
female
district
peri_urban
6
0
0
1
0
0
clinical_skills
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
2,020
7,341
nurse
20
female
district
rural
2
0
0
0
0
0
emergency_care
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
2,023
7,342
nurse
20
female
health_centre
rural
5
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
1
0
0
2,023
7,343
chw
26
male
community
remote
0
0
0
0
0
0
emergency_care
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,022
7,344
chw
44
female
health_centre
rural
6
1
0
1
0
0
maternal_health
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,023
7,345
midwife
41
female
tertiary
remote
19
0
1
0
0
0
clinical_skills
mobile_app
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
0
0
0
2,020
7,346
chw
32
female
health_centre
remote
0
1
1
0
0
0
hiv_management
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
2,021
7,347
nurse
28
female
district
peri_urban
10
0
0
0
0
0
hiv_management
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,023
7,348
chw
24
female
clinic
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
1
0
0
0
2,021
7,349
chw
55
female
tertiary
remote
21
0
0
0
0
0
clinical_skills
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
0
2,021
7,350
chw
43
female
community
urban
14
0
0
0
0
0
data_management
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
2,023
7,351
pharmacist
32
male
health_centre
rural
11
0
0
0
0
0
hiv_management
simulation
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
2,020
7,352
nurse
29
female
community
peri_urban
21
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
7,353
chw
49
female
district
rural
15
0
0
0
0
0
maternal_health
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,020
7,354
lab_tech
26
female
health_centre
remote
4
1
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
0
0
2,022
7,355
doctor
29
female
community
peri_urban
0
0
0
0
0
1
hiv_management
video
other
1
0
8.1
6
0
0
0
0
0
0
0
1
1
1
1
0
1
5
2,023
7,356
other
31
female
clinic
rural
4
1
0
0
0
0
data_management
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
2,022
7,357
chw
20
female
health_centre
peri_urban
5
1
0
1
0
0
leadership
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
2,020
7,358
nurse
38
male
district
urban
13
1
0
0
1
1
data_management
mobile_app
youtube
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
2,022
7,359
chw
42
male
district
remote
0
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
2,020
7,360
other
26
female
health_centre
rural
32
0
0
0
0
0
infection_prevention
text_module
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
1
0
2,020
7,361
lab_tech
32
female
health_centre
urban
1
0
1
0
0
0
infection_prevention
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,021
7,362
other
38
male
health_centre
urban
13
1
1
1
0
0
clinical_skills
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
2,022
7,363
pharmacist
20
male
clinic
rural
7
1
0
0
0
0
data_management
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,023
7,364
other
56
male
health_centre
remote
15
0
1
0
0
0
emergency_care
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,020
7,365
nurse
38
female
clinic
peri_urban
2
0
0
0
0
0
clinical_skills
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,022
7,366
clinical_officer
24
female
clinic
remote
1
0
0
1
0
0
leadership
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
2,022
7,367
chw
29
female
health_centre
remote
11
1
0
0
1
0
emergency_care
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
0
2,021
7,368
doctor
30
male
district
remote
3
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
2,023
7,369
chw
41
male
health_centre
rural
2
0
0
0
0
0
infection_prevention
blended
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
0
2,020
7,370
chw
29
female
district
urban
7
0
0
0
0
0
infection_prevention
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,020
7,371
chw
20
female
health_centre
peri_urban
15
1
1
0
0
0
infection_prevention
simulation
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,022
7,372
chw
41
male
district
urban
24
0
0
1
0
0
data_management
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
2,022
7,373
clinical_officer
27
female
health_centre
remote
2
0
0
0
0
0
leadership
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
2,023
7,374
chw
47
male
health_centre
remote
19
0
0
0
0
0
lab_techniques
text_module
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
0
0
0
2,023
7,375
chw
42
female
health_centre
peri_urban
34
0
0
1
0
0
leadership
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
2,019
7,376
midwife
41
female
clinic
remote
13
0
0
1
0
0
data_management
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
2,021
7,377
clinical_officer
24
female
health_centre
peri_urban
16
1
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
2,023
7,378
chw
30
female
community
rural
41
0
0
1
0
0
data_management
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
2,020
7,379
nurse
25
female
health_centre
rural
1
0
0
0
0
0
other
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,023
7,380
chw
41
female
district
remote
1
0
1
0
0
0
data_management
simulation
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
1
0
2,020
7,381
clinical_officer
36
female
district
rural
24
0
0
0
0
0
clinical_skills
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,021
7,382
doctor
44
male
health_centre
urban
4
0
0
0
0
0
clinical_skills
interactive
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,023
7,383
nurse
32
female
district
peri_urban
10
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
0
0
0
2,022
7,384
clinical_officer
28
male
district
remote
10
0
1
1
0
0
clinical_skills
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,020
7,385
chw
23
female
clinic
urban
29
0
0
1
0
0
maternal_health
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
2,022
7,386
nurse
34
female
health_centre
urban
0
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
2,019
7,387
doctor
20
male
clinic
peri_urban
2
0
0
0
0
1
emergency_care
text_module
youtube
1
0
2
0
0
0
0
0
1
0
0
1
1
1
0
1
0
5
2,019
7,388
chw
46
female
tertiary
remote
1
0
0
0
0
0
other
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
0
2,023
7,389
nurse
20
male
community
urban
13
0
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
7,390
nurse
44
male
district
remote
12
0
0
0
0
0
mental_health
interactive
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
1
0
2,022
7,391
nurse
20
female
district
remote
1
1
0
0
0
0
infection_prevention
video
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,022
7,392
nurse
42
male
district
rural
3
0
1
0
0
1
infection_prevention
interactive
custom
1
0
1.7
5
0
0
0
0
0
0
0
0
1
1
1
0
0
4
2,021
7,393
chw
32
female
clinic
rural
19
0
0
0
0
0
leadership
simulation
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,020
7,394
pharmacist
32
female
community
peri_urban
12
0
0
0
0
1
clinical_skills
video
moodle
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
1
0
0
2,021
7,395
chw
29
female
district
peri_urban
9
0
1
0
0
1
clinical_skills
video
other
1
0
2.1
5
0
0
0
0
0
0
0
1
1
1
0
1
0
3
2,023
7,396
chw
23
female
district
rural
3
0
1
0
0
0
infection_prevention
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,023
7,397
midwife
36
female
clinic
remote
4
0
0
0
0
0
other
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,023
7,398
pharmacist
27
male
community
rural
10
0
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
7,399
clinical_officer
33
female
community
remote
2
0
0
0
0
0
clinical_skills
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,023
7,400
other
46
female
district
remote
4
0
1
0
0
1
other
text_module
youtube
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
2,022