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
9,201
lab_tech
33
male
health_centre
urban
6
1
0
1
1
0
other
simulation
none
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
2,022
9,202
pharmacist
41
female
clinic
peri_urban
1
0
0
0
0
0
emergency_care
video
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
1
0
0
2,023
9,203
clinical_officer
65
male
health_centre
rural
0
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
1
0
2,022
9,204
midwife
34
female
clinic
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
0
1
0
0
2,023
9,205
pharmacist
32
female
health_centre
urban
0
0
0
0
0
0
hiv_management
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,022
9,206
clinical_officer
54
male
tertiary
rural
16
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
9,207
midwife
23
female
community
remote
5
0
0
0
0
0
data_management
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,021
9,208
lab_tech
22
female
health_centre
urban
6
1
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
2,023
9,209
chw
33
female
community
urban
18
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
0
0
2,021
9,210
doctor
32
male
clinic
urban
2
0
0
0
0
0
leadership
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
1
0
0
2,020
9,211
midwife
33
female
district
rural
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
2,022
9,212
nurse
29
female
community
rural
9
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
9,213
other
56
female
health_centre
remote
0
1
0
0
0
0
maternal_health
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,022
9,214
midwife
37
male
district
urban
0
0
0
0
0
1
maternal_health
mobile_app
youtube
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
0
2,022
9,215
nurse
30
male
community
urban
4
0
0
1
0
0
clinical_skills
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
2,021
9,216
other
25
male
health_centre
peri_urban
1
1
0
0
0
1
mental_health
mobile_app
other
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
0
2,019
9,217
nurse
35
male
health_centre
urban
1
0
0
0
0
0
hiv_management
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
1
0
2,019
9,218
nurse
20
female
health_centre
urban
1
1
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
2,023
9,219
midwife
29
male
clinic
remote
2
0
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
2,020
9,220
chw
39
female
community
urban
17
1
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
1
0
2,020
9,221
nurse
40
female
community
urban
9
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
1
0
2,023
9,222
chw
23
female
district
urban
2
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
2,023
9,223
chw
38
female
tertiary
remote
3
0
0
1
0
0
emergency_care
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
2,019
9,224
nurse
45
male
health_centre
peri_urban
15
1
0
1
0
0
data_management
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,022
9,225
clinical_officer
39
female
health_centre
remote
0
0
0
0
0
0
other
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
0
2,019
9,226
nurse
27
male
community
urban
1
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
9,227
pharmacist
32
female
district
rural
0
0
0
0
0
0
clinical_skills
interactive
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
0
0
0
2,020
9,228
chw
44
female
district
urban
8
0
1
0
0
0
lab_techniques
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,022
9,229
chw
26
male
clinic
remote
1
0
0
0
0
0
maternal_health
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,020
9,230
midwife
37
male
health_centre
urban
9
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
2,023
9,231
lab_tech
39
female
clinic
urban
0
1
0
1
1
0
mental_health
text_module
none
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
0
0
2,023
9,232
nurse
41
female
health_centre
peri_urban
8
0
1
0
0
1
clinical_skills
video
moodle
1
0
1.6
8
0
0
0
0
0
0
0
0
1
1
1
0
1
8
2,023
9,233
midwife
43
female
clinic
rural
1
1
0
0
1
1
hiv_management
interactive
custom
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
1
1
0
2,023
9,234
midwife
22
female
health_centre
rural
10
0
0
0
0
0
lab_techniques
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,019
9,235
midwife
36
female
health_centre
peri_urban
12
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
2,022
9,236
pharmacist
21
male
district
remote
8
0
0
0
0
1
hiv_management
interactive
custom
1
1
19.6
5
1
0
1
0
0
1
1
1
1
1
0
1
1
6
2,019
9,237
nurse
39
male
health_centre
urban
2
0
0
1
0
0
maternal_health
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
2,023
9,238
nurse
20
female
clinic
peri_urban
9
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
2,022
9,239
chw
30
male
community
urban
15
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
1
0
0
2,023
9,240
lab_tech
35
female
clinic
rural
0
1
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
2,019
9,241
nurse
22
male
clinic
remote
5
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
2,023
9,242
lab_tech
37
female
clinic
peri_urban
3
1
0
0
0
0
hiv_management
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,021
9,243
midwife
42
female
clinic
remote
9
0
0
0
0
0
emergency_care
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,023
9,244
nurse
38
male
health_centre
urban
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
0
0
0
0
2,023
9,245
other
30
female
district
peri_urban
4
0
0
0
0
1
mental_health
video
other
1
0
5.2
4
0
0
0
0
1
0
0
1
1
1
0
1
1
4
2,022
9,246
midwife
38
female
district
rural
1
0
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
2,020
9,247
nurse
34
female
tertiary
remote
16
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
2,023
9,248
pharmacist
20
male
community
remote
0
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
0
0
2,021
9,249
midwife
43
female
health_centre
peri_urban
16
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
2,021
9,250
other
30
female
health_centre
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
1
0
0
0
2,023
9,251
midwife
37
male
tertiary
rural
2
1
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
9,252
chw
20
female
health_centre
peri_urban
1
1
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
9,253
nurse
48
female
tertiary
rural
2
0
0
0
0
0
leadership
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
0
0
2,020
9,254
nurse
37
female
community
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
1
0
0
0
2,020
9,255
pharmacist
35
female
community
peri_urban
10
1
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
0
0
2,023
9,256
lab_tech
22
female
clinic
remote
2
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
2,020
9,257
nurse
26
female
health_centre
rural
11
0
0
1
0
0
other
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,021
9,258
nurse
27
male
health_centre
remote
2
0
1
0
0
0
clinical_skills
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,021
9,259
chw
56
female
district
remote
14
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
2,022
9,260
nurse
36
male
clinic
remote
20
1
0
0
0
1
other
mobile_app
other
1
0
4.2
4
0
0
0
0
0
0
0
0
1
1
0
1
0
2
2,021
9,261
midwife
51
female
community
rural
27
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
0
0
2,021
9,262
pharmacist
37
male
health_centre
urban
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
0
1
0
0
2,023
9,263
lab_tech
48
female
health_centre
remote
1
0
0
0
0
0
lab_techniques
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,020
9,264
lab_tech
25
female
clinic
remote
15
0
0
0
0
0
data_management
interactive
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
0
2,023
9,265
clinical_officer
50
female
district
remote
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
1
0
0
2,021
9,266
nurse
31
male
health_centre
urban
7
1
0
0
0
0
data_management
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,023
9,267
clinical_officer
29
female
clinic
rural
6
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
1
0
0
2,023
9,268
clinical_officer
45
female
community
urban
6
0
0
1
0
0
clinical_skills
video
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
1
0
0
2,022
9,269
clinical_officer
42
female
district
urban
0
1
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
2,023
9,270
doctor
34
female
health_centre
urban
15
1
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
9,271
doctor
37
male
clinic
rural
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
2,022
9,272
lab_tech
45
female
district
remote
20
0
0
0
0
0
other
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
2,022
9,273
clinical_officer
56
male
community
peri_urban
5
0
1
0
0
0
emergency_care
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,023
9,274
nurse
34
male
district
peri_urban
5
1
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
2,021
9,275
other
40
female
clinic
peri_urban
1
1
0
0
0
1
clinical_skills
mobile_app
openwho
1
0
2.4
8
0
0
0
0
0
0
0
1
1
1
1
0
1
3
2,021
9,276
pharmacist
39
female
clinic
rural
10
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
9,277
midwife
39
male
health_centre
peri_urban
3
0
0
1
0
0
leadership
blended
none
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
0
0
2,019
9,278
midwife
41
female
clinic
rural
2
0
0
1
0
0
hiv_management
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
2,023
9,279
chw
27
female
health_centre
urban
7
0
0
0
0
0
emergency_care
video
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,019
9,280
lab_tech
43
female
health_centre
peri_urban
3
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
2,021
9,281
lab_tech
59
male
health_centre
urban
11
0
0
0
0
0
other
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,022
9,282
other
39
female
clinic
peri_urban
17
0
1
1
0
0
lab_techniques
video
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
2,022
9,283
doctor
20
male
district
remote
1
1
1
1
0
0
emergency_care
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,021
9,284
other
42
female
health_centre
rural
12
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
1
0
2,022
9,285
nurse
26
male
district
remote
1
0
1
0
0
0
clinical_skills
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
0
2,019
9,286
lab_tech
35
female
district
remote
0
0
0
0
0
1
clinical_skills
interactive
custom
1
0
12.3
3
0
0
0
0
0
0
0
0
1
1
1
0
0
4
2,019
9,287
doctor
37
male
health_centre
urban
5
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
2,023
9,288
nurse
20
female
district
rural
7
0
0
0
0
0
emergency_care
mobile_app
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
0
2,021
9,289
lab_tech
21
male
community
urban
5
0
0
0
0
0
other
video
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
0
2,022
9,290
other
20
female
district
peri_urban
0
1
1
0
0
0
hiv_management
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,021
9,291
midwife
48
female
health_centre
rural
15
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
2,023
9,292
doctor
46
female
health_centre
remote
3
0
1
0
0
0
other
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,022
9,293
nurse
33
female
health_centre
remote
13
0
0
0
0
1
emergency_care
interactive
other
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,020
9,294
doctor
29
female
health_centre
rural
16
0
0
0
0
0
maternal_health
simulation
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,023
9,295
clinical_officer
35
female
district
remote
22
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
9,296
doctor
36
female
clinic
urban
3
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
1
0
2,020
9,297
clinical_officer
34
male
health_centre
urban
5
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
9,298
chw
51
male
tertiary
rural
11
1
0
0
0
0
clinical_skills
text_module
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
0
2,023
9,299
nurse
23
male
community
peri_urban
10
1
1
0
1
0
mental_health
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
2,023
9,300
chw
35
female
community
remote
19
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
0
1
0
2,019