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
4,201
other
20
male
district
peri_urban
14
0
0
0
0
0
other
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,020
4,202
nurse
33
female
clinic
peri_urban
2
1
0
0
0
0
infection_prevention
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
2,021
4,203
lab_tech
32
female
tertiary
rural
5
1
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
2,021
4,204
chw
20
male
health_centre
rural
13
0
1
0
0
0
mental_health
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
0
2,023
4,205
clinical_officer
52
female
district
rural
14
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
1
0
2,023
4,206
nurse
43
male
clinic
remote
18
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
4,207
midwife
43
male
clinic
urban
18
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
2,022
4,208
nurse
32
female
district
rural
4
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
2,021
4,209
other
40
male
district
peri_urban
15
0
0
0
0
0
clinical_skills
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
2,021
4,210
chw
41
female
health_centre
peri_urban
9
0
0
1
0
1
infection_prevention
video
whatsapp
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
0
0
2,021
4,211
chw
50
male
community
remote
3
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
1
0
2,020
4,212
lab_tech
43
female
clinic
remote
44
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
2,021
4,213
nurse
57
female
clinic
rural
5
0
0
0
0
0
mental_health
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
2,022
4,214
lab_tech
34
female
district
remote
5
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
1
0
0
2,022
4,215
pharmacist
24
female
clinic
peri_urban
3
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
1
0
0
2,022
4,216
doctor
31
female
community
rural
4
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
2,023
4,217
chw
27
female
tertiary
peri_urban
1
1
0
0
0
0
lab_techniques
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,021
4,218
lab_tech
42
male
health_centre
rural
6
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
0
0
0
2,023
4,219
clinical_officer
40
female
health_centre
rural
3
0
0
1
0
0
maternal_health
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,023
4,220
midwife
23
male
clinic
peri_urban
3
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
4,221
chw
35
male
tertiary
urban
31
0
0
0
0
1
data_management
text_module
openwho
1
1
4.3
3
1
0
1
0
1
1
0
0
1
1
0
1
0
3
2,023
4,222
chw
35
female
community
urban
27
0
0
1
0
0
hiv_management
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,022
4,223
lab_tech
39
female
district
remote
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
0
0
0
0
2,022
4,224
clinical_officer
43
male
clinic
remote
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
1
0
0
0
2,019
4,225
nurse
37
male
community
urban
3
1
1
1
0
0
maternal_health
text_module
none
0
0
0
0
0
0
0
0
0
0
1
0
0
1
1
0
0
0
2,023
4,226
pharmacist
20
male
health_centre
remote
21
0
0
0
0
1
other
whatsapp_group
whatsapp
1
1
2.9
1
1
0
0
0
1
1
0
0
1
1
0
0
0
5
2,023
4,227
nurse
43
female
district
urban
19
0
0
1
0
0
hiv_management
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
2,021
4,228
clinical_officer
46
female
clinic
rural
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
2,023
4,229
clinical_officer
31
female
health_centre
urban
4
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
4,230
midwife
26
female
clinic
remote
12
0
0
0
0
0
emergency_care
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,023
4,231
nurse
29
male
community
rural
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
0
0
0
2,020
4,232
nurse
33
female
clinic
rural
17
0
1
0
0
0
other
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
1
0
2,020
4,233
nurse
47
male
health_centre
urban
3
0
0
1
0
0
data_management
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
2,019
4,234
clinical_officer
36
female
health_centre
rural
3
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
1
0
2,020
4,235
clinical_officer
31
male
district
remote
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
1
0
2,021
4,236
chw
25
female
clinic
urban
0
1
0
0
0
0
infection_prevention
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,021
4,237
chw
25
female
health_centre
urban
0
1
0
0
0
0
clinical_skills
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
1
0
2,022
4,238
chw
39
female
district
peri_urban
27
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
2,020
4,239
midwife
25
male
clinic
remote
0
0
0
0
0
0
clinical_skills
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,022
4,240
nurse
38
female
community
peri_urban
2
0
0
0
0
0
maternal_health
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
2,021
4,241
other
36
male
health_centre
urban
3
1
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
2,020
4,242
nurse
23
female
health_centre
urban
3
1
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
2,021
4,243
nurse
23
female
health_centre
remote
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
1
0
0
0
2,019
4,244
nurse
49
female
community
rural
5
0
0
1
0
0
mental_health
video
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
0
0
2,021
4,245
chw
29
female
clinic
urban
1
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
0
0
2,020
4,246
clinical_officer
27
female
health_centre
urban
6
0
0
1
0
0
leadership
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
2,019
4,247
chw
20
male
district
urban
6
1
0
0
1
0
other
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
2,022
4,248
clinical_officer
37
male
health_centre
rural
24
0
0
0
0
0
lab_techniques
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,022
4,249
midwife
32
female
health_centre
remote
7
0
0
1
0
0
clinical_skills
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,019
4,250
other
20
male
health_centre
rural
6
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
2,022
4,251
pharmacist
20
female
health_centre
remote
3
1
0
1
1
1
other
whatsapp_group
moodle
1
0
3.8
3
0
0
0
0
0
0
0
0
0
0
0
1
0
5
2,022
4,252
lab_tech
32
female
health_centre
peri_urban
11
0
0
0
0
0
infection_prevention
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
0
2,020
4,253
clinical_officer
54
female
district
peri_urban
0
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
4,254
nurse
56
female
clinic
rural
2
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
2,022
4,255
midwife
42
female
clinic
urban
4
0
0
0
0
0
mental_health
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,023
4,256
doctor
28
female
community
urban
7
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
0
0
0
2,019
4,257
nurse
42
female
health_centre
peri_urban
2
1
0
0
0
0
infection_prevention
simulation
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,022
4,258
clinical_officer
20
male
district
peri_urban
11
0
0
0
0
1
data_management
interactive
moodle
1
0
4.9
5
0
0
0
0
1
0
0
1
1
1
1
0
0
3
2,021
4,259
clinical_officer
40
female
health_centre
peri_urban
5
0
1
1
0
0
data_management
text_module
none
0
0
0
0
0
0
0
0
0
0
1
0
0
1
1
1
0
0
2,023
4,260
lab_tech
29
female
health_centre
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
1
0
0
0
2,023
4,261
chw
25
male
health_centre
urban
1
1
0
0
0
1
lab_techniques
text_module
other
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,023
4,262
chw
20
male
district
urban
6
1
0
0
0
0
emergency_care
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,022
4,263
chw
26
female
tertiary
peri_urban
22
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
2,019
4,264
chw
38
female
health_centre
urban
11
0
0
1
0
0
clinical_skills
interactive
none
0
0
0
0
0
0
0
0
0
0
1
0
0
1
1
1
0
0
2,022
4,265
lab_tech
26
female
health_centre
urban
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
2,020
4,266
pharmacist
48
female
district
urban
7
0
0
0
0
0
maternal_health
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,023
4,267
clinical_officer
39
male
health_centre
urban
0
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
2,020
4,268
midwife
20
male
community
peri_urban
43
0
0
1
0
1
clinical_skills
text_module
moodle
1
0
6.2
3
0
0
0
0
0
0
0
0
0
1
1
0
0
3
2,021
4,269
chw
37
female
health_centre
remote
6
0
1
1
0
0
mental_health
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
0
0
2,019
4,270
other
54
male
community
rural
2
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
2,023
4,271
midwife
29
male
community
remote
14
1
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
4,272
lab_tech
34
female
community
remote
0
0
0
0
0
0
leadership
blended
none
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
1
0
2,023
4,273
nurse
31
female
clinic
peri_urban
3
0
0
0
0
0
clinical_skills
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,022
4,274
chw
44
female
clinic
peri_urban
21
0
0
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
2,021
4,275
doctor
30
female
tertiary
rural
6
0
0
0
0
0
infection_prevention
mobile_app
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
1
0
0
2,020
4,276
pharmacist
43
female
community
remote
4
0
0
0
0
0
hiv_management
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,022
4,277
midwife
41
female
health_centre
rural
0
0
0
0
0
0
lab_techniques
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,022
4,278
nurse
27
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
1
0
0
2,022
4,279
lab_tech
35
female
health_centre
peri_urban
3
1
0
0
0
0
infection_prevention
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,021
4,280
nurse
35
female
health_centre
urban
19
0
0
0
0
1
infection_prevention
blended
custom
1
0
4.7
4
0
0
0
0
0
0
0
1
1
1
0
1
0
4
2,023
4,281
nurse
35
male
health_centre
peri_urban
14
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
0
0
2,022
4,282
other
55
female
tertiary
remote
4
0
1
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
2,021
4,283
chw
32
female
clinic
rural
0
0
0
0
0
1
clinical_skills
whatsapp_group
other
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,021
4,284
lab_tech
38
female
district
remote
8
0
0
1
0
0
maternal_health
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,021
4,285
midwife
33
female
tertiary
urban
8
0
0
0
0
0
data_management
text_module
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
0
0
0
2,022
4,286
other
35
female
health_centre
rural
3
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
1
0
0
2,021
4,287
clinical_officer
20
male
community
urban
1
0
0
0
0
0
data_management
mobile_app
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
1
0
2,022
4,288
midwife
52
female
district
urban
7
0
0
0
0
0
lab_techniques
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
1
0
2,022
4,289
midwife
39
female
clinic
rural
0
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
4,290
doctor
22
female
clinic
remote
7
0
0
0
0
0
hiv_management
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
0
2,019
4,291
lab_tech
35
female
health_centre
remote
0
0
0
1
0
0
emergency_care
video
none
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
1
0
0
2,023
4,292
clinical_officer
42
male
clinic
rural
1
1
0
0
1
0
lab_techniques
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
2,023
4,293
chw
25
female
health_centre
remote
15
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
1
0
0
2,021
4,294
lab_tech
32
female
tertiary
rural
11
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
0
0
0
2,021
4,295
lab_tech
25
female
community
peri_urban
7
1
0
0
0
0
hiv_management
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,022
4,296
pharmacist
48
female
district
urban
0
0
1
0
0
0
hiv_management
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
2,022
4,297
lab_tech
57
female
community
rural
7
0
0
0
0
1
emergency_care
text_module
other
1
0
11.3
1
0
0
0
0
1
0
0
0
1
1
0
1
0
7
2,020
4,298
nurse
20
female
health_centre
peri_urban
0
0
0
1
0
0
leadership
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
0
0
2,020
4,299
chw
47
female
community
remote
3
0
0
0
0
0
mental_health
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,020
4,300
nurse
56
female
community
rural
3
1
0
0
0
0
hiv_management
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,022