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
8,301
clinical_officer
20
male
health_centre
remote
10
0
0
0
0
0
other
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,021
8,302
midwife
36
female
community
remote
4
0
0
0
0
0
other
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,022
8,303
nurse
31
female
district
urban
18
0
0
0
0
0
infection_prevention
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,022
8,304
chw
34
male
health_centre
peri_urban
21
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
2,023
8,305
midwife
48
male
health_centre
rural
0
0
0
0
0
0
clinical_skills
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,019
8,306
midwife
20
female
health_centre
peri_urban
11
0
0
0
0
0
data_management
mobile_app
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
0
1
0
2,022
8,307
nurse
27
male
health_centre
rural
13
0
0
0
0
0
maternal_health
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,021
8,308
pharmacist
38
male
community
peri_urban
11
0
0
1
0
0
other
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
0
0
2,020
8,309
midwife
34
male
district
remote
0
0
0
0
0
0
hiv_management
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,023
8,310
other
43
male
clinic
rural
2
0
0
0
0
0
mental_health
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,022
8,311
nurse
37
female
clinic
peri_urban
6
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
0
0
0
2,022
8,312
other
22
female
district
peri_urban
4
1
0
1
0
0
infection_prevention
blended
none
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
1
0
0
2,020
8,313
pharmacist
23
female
clinic
remote
8
1
0
0
1
0
other
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
2,019
8,314
nurse
43
female
health_centre
peri_urban
10
0
0
0
0
1
infection_prevention
text_module
custom
1
0
8.8
3
0
0
0
0
0
0
1
1
1
1
0
1
0
5
2,023
8,315
pharmacist
53
male
community
peri_urban
0
1
0
0
0
0
mental_health
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,019
8,316
nurse
37
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
0
0
0
2,023
8,317
clinical_officer
32
female
clinic
rural
5
0
0
0
0
0
infection_prevention
interactive
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
2,023
8,318
nurse
31
male
health_centre
peri_urban
21
0
0
0
0
0
data_management
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,022
8,319
midwife
39
male
community
urban
1
1
0
0
0
0
clinical_skills
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,023
8,320
nurse
36
female
health_centre
rural
5
0
1
0
0
0
hiv_management
mobile_app
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
1
0
2,023
8,321
midwife
26
female
health_centre
rural
9
0
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
2,021
8,322
chw
20
female
community
peri_urban
2
0
0
0
0
0
mental_health
text_module
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
0
2,022
8,323
clinical_officer
41
female
health_centre
rural
12
0
0
0
0
0
clinical_skills
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
2,022
8,324
lab_tech
45
male
clinic
rural
3
1
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
2,020
8,325
nurse
47
female
clinic
remote
10
0
0
0
0
0
infection_prevention
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
1
0
2,022
8,326
nurse
46
male
district
peri_urban
0
1
1
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
8,327
nurse
47
male
community
remote
0
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
2,021
8,328
nurse
43
female
health_centre
peri_urban
7
1
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
2,019
8,329
nurse
44
male
clinic
peri_urban
4
0
0
0
0
0
lab_techniques
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
2,022
8,330
nurse
30
male
health_centre
remote
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
2,020
8,331
chw
20
female
district
urban
11
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
2,020
8,332
doctor
41
male
district
rural
9
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
0
0
0
2,021
8,333
lab_tech
20
male
health_centre
peri_urban
0
0
0
1
0
0
lab_techniques
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
2,021
8,334
doctor
64
female
community
peri_urban
0
1
0
0
0
0
data_management
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,023
8,335
clinical_officer
44
female
clinic
urban
14
1
0
0
0
1
lab_techniques
blended
openwho
1
0
1.6
3
0
0
0
0
0
0
0
0
1
1
0
1
0
4
2,023
8,336
nurse
32
male
health_centre
rural
2
1
0
1
0
0
hiv_management
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
2,022
8,337
chw
31
male
health_centre
remote
3
0
0
0
0
0
maternal_health
video
none
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
1
0
0
2,023
8,338
chw
20
male
community
remote
2
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
2,023
8,339
nurse
36
female
district
rural
12
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
0
0
0
2,019
8,340
chw
26
female
clinic
rural
9
0
1
0
0
0
leadership
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,023
8,341
doctor
43
male
community
rural
3
1
0
0
0
0
other
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
2,022
8,342
other
45
female
clinic
urban
5
0
0
0
0
0
maternal_health
video
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
1
0
0
2,021
8,343
other
30
female
tertiary
rural
4
0
0
0
0
0
mental_health
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,022
8,344
midwife
35
female
tertiary
remote
14
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
8,345
clinical_officer
34
female
district
remote
11
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
2,023
8,346
other
34
female
tertiary
rural
1
0
0
0
0
0
infection_prevention
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,021
8,347
lab_tech
25
male
district
remote
3
0
1
0
0
0
data_management
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,021
8,348
lab_tech
28
female
health_centre
urban
12
1
0
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
2,021
8,349
pharmacist
57
female
clinic
urban
4
1
0
0
1
0
leadership
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
1
0
2,019
8,350
midwife
24
female
health_centre
urban
6
0
0
0
0
0
maternal_health
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,019
8,351
nurse
20
male
clinic
rural
4
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
2,022
8,352
chw
40
male
clinic
rural
34
0
0
1
0
0
infection_prevention
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
2,021
8,353
clinical_officer
32
female
community
rural
13
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
8,354
chw
40
male
district
rural
13
0
0
0
0
1
maternal_health
whatsapp_group
youtube
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
1
1
0
2,021
8,355
chw
31
female
health_centre
remote
0
0
0
0
0
1
hiv_management
blended
other
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
0
2,021
8,356
other
36
female
clinic
rural
5
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
2,021
8,357
chw
36
female
district
peri_urban
28
0
0
0
0
0
other
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,021
8,358
pharmacist
40
female
tertiary
peri_urban
16
0
0
1
0
0
lab_techniques
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
2,023
8,359
other
29
female
health_centre
rural
1
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
0
0
2,022
8,360
nurse
53
male
clinic
rural
0
0
0
1
0
1
emergency_care
interactive
custom
1
0
3.9
1
0
0
0
0
0
0
0
0
0
1
0
0
0
3
2,022
8,361
chw
30
female
health_centre
urban
4
1
0
0
0
0
other
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
1
0
2,021
8,362
lab_tech
20
female
health_centre
remote
14
0
0
0
0
0
emergency_care
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
1
0
2,020
8,363
midwife
42
male
health_centre
rural
7
0
1
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
2,022
8,364
nurse
40
female
health_centre
remote
10
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
2,023
8,365
nurse
20
female
district
peri_urban
3
0
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
2,021
8,366
nurse
39
male
health_centre
remote
9
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
8,367
nurse
25
male
health_centre
rural
3
0
0
0
0
1
leadership
mobile_app
youtube
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,023
8,368
doctor
34
male
district
urban
2
0
0
0
0
0
other
video
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
1
0
2,023
8,369
chw
42
female
community
rural
5
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
2,020
8,370
other
31
female
clinic
remote
17
1
0
0
0
0
leadership
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,021
8,371
nurse
42
female
community
rural
0
0
0
0
0
0
clinical_skills
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
2,020
8,372
pharmacist
53
female
district
urban
5
0
0
1
0
0
hiv_management
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
2,019
8,373
nurse
34
female
clinic
peri_urban
13
0
0
0
0
1
hiv_management
text_module
other
1
1
2
4
1
0
1
0
0
1
0
0
1
1
0
0
0
5
2,021
8,374
chw
25
male
health_centre
remote
16
1
1
0
0
0
emergency_care
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,022
8,375
nurse
54
male
community
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
1
1
0
2,019
8,376
other
34
male
community
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
1
0
0
0
2,019
8,377
nurse
37
male
health_centre
remote
0
0
0
0
0
0
other
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,023
8,378
nurse
33
female
district
remote
1
0
0
0
0
0
lab_techniques
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
1
0
0
2,021
8,379
nurse
28
female
community
rural
10
0
0
0
0
0
hiv_management
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
2,022
8,380
nurse
44
female
community
rural
11
0
0
1
0
0
data_management
video
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
0
0
2,020
8,381
clinical_officer
20
male
district
rural
2
0
0
0
0
0
mental_health
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,022
8,382
chw
20
female
clinic
remote
1
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
2,021
8,383
chw
36
male
tertiary
rural
26
0
0
1
0
0
infection_prevention
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
1
0
0
2,023
8,384
other
20
male
district
urban
11
0
0
0
0
0
other
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
1
0
2,019
8,385
clinical_officer
33
male
health_centre
rural
11
0
0
0
0
0
emergency_care
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,019
8,386
clinical_officer
33
male
community
remote
5
0
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
2,020
8,387
nurse
42
female
clinic
rural
11
0
0
0
0
0
other
text_module
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
0
2,019
8,388
nurse
34
female
clinic
urban
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
1
0
0
0
2,021
8,389
nurse
42
female
community
urban
3
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
0
0
2,019
8,390
nurse
33
female
clinic
urban
3
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
0
0
2,022
8,391
other
39
female
community
rural
9
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
2,023
8,392
lab_tech
60
female
community
urban
8
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
0
0
2,022
8,393
midwife
33
male
clinic
remote
9
0
0
0
0
0
other
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,023
8,394
clinical_officer
25
male
health_centre
urban
7
0
0
0
0
0
clinical_skills
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,021
8,395
nurse
39
female
district
rural
13
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
0
0
0
2,021
8,396
nurse
20
female
community
peri_urban
6
1
0
1
0
0
emergency_care
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
2,023
8,397
clinical_officer
28
female
clinic
urban
10
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
2,020
8,398
other
28
female
district
urban
25
1
0
1
1
0
maternal_health
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
2,021
8,399
nurse
30
male
health_centre
urban
13
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
2,019
8,400
nurse
28
female
district
remote
9
1
1
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