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
4,301
lab_tech
30
male
community
urban
2
0
0
1
0
0
leadership
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
2,022
4,302
doctor
44
male
community
rural
18
0
0
1
0
0
leadership
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
2,021
4,303
lab_tech
44
female
community
rural
12
1
0
0
0
0
other
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
2,023
4,304
nurse
36
female
health_centre
urban
5
0
0
1
0
0
hiv_management
video
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
0
0
2,021
4,305
midwife
25
male
district
rural
14
0
0
0
0
1
infection_prevention
text_module
other
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,023
4,306
chw
36
male
district
urban
12
0
0
1
0
0
lab_techniques
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
2,023
4,307
clinical_officer
31
male
clinic
remote
16
0
1
0
0
0
mental_health
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
1
0
2,022
4,308
chw
32
male
health_centre
peri_urban
1
0
0
0
0
0
data_management
text_module
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
1
0
0
2,019
4,309
chw
35
female
tertiary
remote
6
0
0
1
0
0
infection_prevention
video
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
2,021
4,310
nurse
38
female
clinic
rural
1
0
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
2,022
4,311
chw
37
male
health_centre
rural
11
0
0
0
0
0
hiv_management
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
2,022
4,312
lab_tech
51
female
clinic
rural
11
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
4,313
chw
28
female
health_centre
urban
0
0
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
0
0
2,022
4,314
chw
39
female
clinic
urban
7
1
0
1
0
0
maternal_health
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
2,021
4,315
nurse
43
female
tertiary
rural
2
0
1
1
0
0
leadership
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,021
4,316
chw
43
female
community
urban
7
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
2,020
4,317
other
33
female
clinic
urban
6
0
0
0
0
0
infection_prevention
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
2,019
4,318
nurse
41
female
health_centre
peri_urban
5
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
1
0
0
2,023
4,319
other
23
female
clinic
urban
15
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
1
0
2,021
4,320
midwife
43
female
community
urban
0
1
0
0
1
0
emergency_care
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
0
2,023
4,321
other
35
male
health_centre
peri_urban
19
1
0
0
1
0
hiv_management
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
0
2,020
4,322
chw
30
male
district
remote
6
0
0
0
0
0
leadership
interactive
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
1
0
2,021
4,323
clinical_officer
33
female
health_centre
remote
8
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
2,022
4,324
midwife
25
female
health_centre
urban
14
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
2,022
4,325
chw
49
female
clinic
remote
3
0
0
0
0
0
data_management
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
0
2,021
4,326
lab_tech
65
male
district
peri_urban
1
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
0
1
0
2,023
4,327
midwife
20
female
district
rural
5
0
1
1
0
0
emergency_care
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
1
1
0
2,023
4,328
chw
27
female
clinic
urban
12
0
0
0
0
0
leadership
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,021
4,329
nurse
22
female
health_centre
peri_urban
8
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
2,020
4,330
other
36
female
clinic
remote
4
0
0
0
0
1
leadership
mobile_app
custom
1
1
9.3
7
0
0
0
0
1
0
0
0
1
1
0
1
0
4
2,021
4,331
pharmacist
33
female
community
rural
0
0
0
0
0
0
maternal_health
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,019
4,332
chw
44
male
clinic
urban
17
0
0
0
0
0
data_management
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
1
0
2,023
4,333
other
40
female
district
remote
26
0
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
2,019
4,334
clinical_officer
41
female
community
rural
2
0
0
1
0
0
leadership
video
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,023
4,335
lab_tech
43
male
clinic
peri_urban
13
1
0
0
1
0
infection_prevention
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
0
2,022
4,336
nurse
32
female
health_centre
remote
2
0
0
1
0
0
data_management
video
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
0
0
2,022
4,337
other
20
male
district
remote
20
0
0
0
0
0
clinical_skills
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,022
4,338
chw
50
female
clinic
remote
6
0
1
0
0
0
hiv_management
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,021
4,339
nurse
28
female
district
rural
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
2,023
4,340
nurse
41
female
clinic
rural
4
0
0
0
0
0
hiv_management
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
2,021
4,341
midwife
52
male
community
peri_urban
1
0
0
1
0
0
clinical_skills
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
2,019
4,342
nurse
26
female
clinic
peri_urban
3
0
0
0
0
0
emergency_care
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
1
0
2,022
4,343
chw
32
female
district
rural
1
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
4,344
nurse
38
male
clinic
peri_urban
0
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
2,022
4,345
nurse
28
female
district
urban
3
1
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
4,346
lab_tech
25
male
health_centre
remote
9
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
1
0
0
2,023
4,347
nurse
31
female
health_centre
remote
9
0
0
0
0
0
other
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,020
4,348
doctor
39
male
clinic
rural
8
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
0
0
0
2,023
4,349
lab_tech
25
female
health_centre
urban
9
0
1
0
0
0
clinical_skills
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
2,023
4,350
doctor
46
female
clinic
urban
6
0
0
0
0
0
emergency_care
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,021
4,351
pharmacist
38
female
health_centre
remote
0
0
0
0
0
0
maternal_health
interactive
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
0
2,020
4,352
midwife
40
female
clinic
rural
6
0
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
2,022
4,353
midwife
35
female
health_centre
rural
8
0
0
0
0
0
infection_prevention
video
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
1
0
2,021
4,354
clinical_officer
40
male
tertiary
rural
4
0
0
0
0
0
data_management
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,023
4,355
chw
35
female
health_centre
urban
0
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
1
0
2,019
4,356
doctor
42
male
clinic
peri_urban
16
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
2,023
4,357
doctor
34
female
community
urban
5
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
0
0
2,022
4,358
nurse
37
female
district
urban
17
1
0
1
0
1
emergency_care
blended
youtube
1
1
2.8
8
0
0
1
1
1
1
0
0
0
1
1
1
1
6
2,021
4,359
clinical_officer
35
female
clinic
remote
0
0
0
0
0
0
clinical_skills
text_module
none
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
0
0
2,021
4,360
chw
39
female
health_centre
urban
8
1
0
1
1
0
maternal_health
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2,023
4,361
lab_tech
43
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
1
0
2,020
4,362
nurse
34
female
district
remote
18
0
0
1
0
0
hiv_management
simulation
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
0
0
2,020
4,363
nurse
39
female
health_centre
urban
0
0
0
1
0
0
maternal_health
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
0
0
2,023
4,364
nurse
28
male
clinic
peri_urban
1
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
0
0
0
2,021
4,365
lab_tech
27
female
clinic
peri_urban
2
0
0
0
0
0
data_management
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,021
4,366
chw
38
female
community
peri_urban
0
0
0
0
0
0
clinical_skills
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
0
2,021
4,367
midwife
21
male
health_centre
urban
15
1
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
4,368
clinical_officer
33
female
health_centre
peri_urban
13
1
0
0
1
0
hiv_management
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
2,023
4,369
lab_tech
20
female
health_centre
remote
6
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
2,022
4,370
doctor
20
male
clinic
urban
17
1
0
0
0
1
maternal_health
blended
other
1
0
10.6
7
0
0
0
0
0
0
0
1
1
1
0
1
0
4
2,020
4,371
chw
25
male
district
rural
28
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
4,372
other
26
male
district
rural
12
0
0
0
0
1
mental_health
blended
youtube
1
1
2.4
4
1
0
0
0
0
0
0
1
1
1
0
0
1
3
2,020
4,373
other
23
female
clinic
urban
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
1
0
0
2,022
4,374
clinical_officer
36
male
clinic
urban
37
0
0
1
0
0
clinical_skills
blended
none
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
1
0
0
2,023
4,375
pharmacist
44
female
community
urban
13
0
0
0
0
0
infection_prevention
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,021
4,376
chw
36
male
district
peri_urban
19
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
4,377
nurse
30
female
district
remote
5
0
1
0
0
1
leadership
interactive
other
1
0
5.4
3
0
0
0
0
0
0
0
1
1
1
0
0
0
4
2,021
4,378
lab_tech
27
female
clinic
urban
13
0
0
0
0
0
lab_techniques
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,019
4,379
chw
52
male
health_centre
urban
21
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
4,380
clinical_officer
34
female
health_centre
urban
3
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
0
0
2,020
4,381
nurse
38
female
clinic
remote
19
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
4,382
lab_tech
42
female
district
rural
7
0
0
0
0
0
maternal_health
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
0
2,023
4,383
other
34
male
health_centre
rural
9
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
0
0
0
2,023
4,384
nurse
43
female
tertiary
remote
30
0
0
0
0
0
infection_prevention
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,020
4,385
midwife
20
male
clinic
remote
27
0
0
0
0
1
other
whatsapp_group
whatsapp
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,021
4,386
midwife
46
female
health_centre
urban
6
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
4,387
lab_tech
38
male
tertiary
remote
0
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
2,020
4,388
clinical_officer
39
female
community
rural
28
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
0
1
0
2,021
4,389
midwife
50
female
health_centre
remote
6
0
0
0
0
0
lab_techniques
video
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
0
2,021
4,390
pharmacist
20
female
tertiary
remote
0
1
0
0
0
0
maternal_health
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,021
4,391
nurse
38
male
community
rural
3
1
0
0
0
0
maternal_health
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
2,023
4,392
chw
20
male
district
urban
4
0
0
0
0
0
other
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,020
4,393
nurse
20
female
community
peri_urban
7
0
0
0
0
0
clinical_skills
blended
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
1
0
0
2,021
4,394
other
20
female
clinic
remote
8
0
0
1
0
0
data_management
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
2,022
4,395
midwife
34
male
district
remote
2
0
0
0
0
0
maternal_health
interactive
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
1
0
2,020
4,396
nurse
38
female
community
remote
10
0
0
0
0
0
hiv_management
blended
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
0
2,020
4,397
doctor
51
male
district
remote
9
0
0
0
0
1
clinical_skills
text_module
openwho
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,020
4,398
nurse
31
female
clinic
remote
0
0
0
1
0
0
maternal_health
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
2,022
4,399
other
31
female
clinic
peri_urban
1
1
1
0
0
1
data_management
text_module
youtube
1
0
5.4
4
0
0
0
0
1
0
0
1
1
1
0
0
0
3
2,022
4,400
midwife
21
female
clinic
rural
5
0
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
0
0
2,023