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
7,601
chw
37
male
clinic
rural
16
1
0
0
0
0
hiv_management
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,023
7,602
clinical_officer
33
female
district
urban
11
0
0
1
0
0
hiv_management
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
1
0
2,021
7,603
nurse
43
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
0
1
0
0
2,020
7,604
nurse
20
female
community
remote
5
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
1
0
2,022
7,605
nurse
51
female
health_centre
rural
5
0
1
0
0
0
maternal_health
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,022
7,606
chw
45
female
clinic
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
0
0
0
2,022
7,607
lab_tech
25
female
health_centre
peri_urban
13
1
0
0
0
0
other
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,022
7,608
pharmacist
36
female
health_centre
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
0
1
0
2,023
7,609
midwife
25
female
health_centre
remote
15
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
2,019
7,610
other
58
female
health_centre
urban
0
0
0
1
0
0
hiv_management
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
2,023
7,611
chw
25
male
community
urban
11
1
0
0
1
0
other
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
2,021
7,612
lab_tech
33
female
health_centre
remote
16
0
0
0
0
0
leadership
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
2,021
7,613
chw
38
male
clinic
urban
0
0
1
0
0
0
maternal_health
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
2,021
7,614
midwife
35
male
district
peri_urban
0
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
2,021
7,615
pharmacist
32
female
district
urban
12
1
0
0
0
0
leadership
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,021
7,616
chw
29
female
district
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
2,020
7,617
doctor
31
female
community
peri_urban
15
1
0
0
0
0
leadership
interactive
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
1
0
2,020
7,618
doctor
37
female
health_centre
rural
3
0
0
0
0
0
data_management
blended
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
0
2,022
7,619
chw
29
male
community
rural
13
0
0
1
0
0
hiv_management
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
2,022
7,620
clinical_officer
20
female
tertiary
remote
17
1
0
0
0
0
maternal_health
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,022
7,621
lab_tech
37
male
community
remote
5
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
1
1
0
2,021
7,622
lab_tech
41
male
community
rural
5
1
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
2,021
7,623
nurse
43
male
community
peri_urban
7
0
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
7,624
clinical_officer
29
male
district
urban
11
0
0
1
0
0
lab_techniques
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
0
0
0
2,022
7,625
nurse
40
male
community
urban
7
0
0
0
0
0
other
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,019
7,626
other
40
female
district
rural
0
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
2,022
7,627
other
26
male
tertiary
urban
2
1
0
0
0
1
mental_health
interactive
whatsapp
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
0
2,022
7,628
clinical_officer
33
female
tertiary
rural
15
0
0
0
0
1
data_management
whatsapp_group
whatsapp
1
0
3.8
3
0
0
0
0
1
0
0
0
1
1
1
0
0
10
2,022
7,629
other
28
female
district
remote
9
0
0
0
0
0
hiv_management
blended
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
1
1
0
2,022
7,630
nurse
56
female
district
remote
0
0
1
0
0
0
other
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,021
7,631
pharmacist
36
female
health_centre
rural
20
1
0
0
1
0
clinical_skills
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
2,022
7,632
clinical_officer
20
female
health_centre
rural
2
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
0
0
2,023
7,633
chw
41
female
community
rural
6
0
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
2,022
7,634
lab_tech
28
female
health_centre
urban
1
1
0
0
0
0
other
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
1
0
2,020
7,635
pharmacist
35
female
health_centre
peri_urban
2
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
2,019
7,636
nurse
25
female
health_centre
urban
1
0
0
1
0
0
infection_prevention
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
2,023
7,637
lab_tech
40
female
community
peri_urban
3
0
0
0
0
0
leadership
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,023
7,638
chw
31
male
district
remote
7
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
2,021
7,639
clinical_officer
27
male
community
peri_urban
5
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
0
0
2,020
7,640
doctor
30
male
health_centre
peri_urban
7
0
0
0
0
0
leadership
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,022
7,641
chw
21
female
clinic
rural
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
2,022
7,642
lab_tech
33
female
clinic
rural
10
0
0
1
0
0
clinical_skills
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,021
7,643
lab_tech
44
female
district
remote
4
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
2,022
7,644
chw
35
male
tertiary
rural
16
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
7,645
other
48
female
district
rural
18
0
1
0
0
0
data_management
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
0
2,021
7,646
nurse
24
male
community
rural
5
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
2,022
7,647
clinical_officer
61
male
health_centre
peri_urban
10
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
2,021
7,648
nurse
49
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
1
1
1
1
0
0
0
2,021
7,649
lab_tech
28
male
clinic
rural
8
0
0
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
2,021
7,650
chw
32
male
clinic
rural
1
0
0
0
0
0
hiv_management
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
1
0
2,023
7,651
chw
20
female
district
urban
14
1
0
0
0
1
other
whatsapp_group
custom
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
0
2,023
7,652
doctor
46
female
clinic
urban
9
1
0
0
0
1
clinical_skills
text_module
openwho
1
0
7.6
4
0
0
0
0
0
0
0
0
1
1
0
0
0
5
2,022
7,653
nurse
25
male
health_centre
rural
8
0
0
0
0
0
infection_prevention
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,020
7,654
chw
25
male
district
urban
5
0
0
1
0
0
emergency_care
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
2,022
7,655
other
21
female
clinic
rural
7
0
0
0
0
0
lab_techniques
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
1
0
2,019
7,656
nurse
49
male
health_centre
rural
8
0
0
0
0
0
data_management
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,020
7,657
chw
22
male
community
urban
2
1
0
0
0
0
lab_techniques
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,019
7,658
midwife
36
female
community
urban
33
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
2,022
7,659
chw
23
male
district
peri_urban
0
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
7,660
chw
20
female
community
urban
4
0
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
2,021
7,661
nurse
22
male
clinic
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
2,019
7,662
midwife
31
female
clinic
remote
6
0
0
0
0
0
other
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,021
7,663
doctor
49
male
district
urban
2
0
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
0
0
2,021
7,664
lab_tech
23
female
tertiary
urban
11
1
0
0
0
0
maternal_health
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,020
7,665
pharmacist
24
male
clinic
urban
14
1
0
1
1
0
lab_techniques
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2,022
7,666
chw
20
male
tertiary
peri_urban
0
0
0
1
0
0
clinical_skills
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
0
0
2,021
7,667
lab_tech
46
female
clinic
rural
5
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
2,021
7,668
doctor
42
male
health_centre
rural
0
1
0
0
0
0
other
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
1
0
2,023
7,669
lab_tech
20
male
health_centre
remote
14
1
0
0
1
0
other
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
2,020
7,670
chw
47
female
community
urban
5
0
0
0
0
0
leadership
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
1
0
2,023
7,671
nurse
32
female
health_centre
rural
5
0
0
0
0
0
clinical_skills
interactive
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
1
0
0
2,019
7,672
nurse
45
female
clinic
peri_urban
8
0
0
0
0
0
data_management
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,022
7,673
nurse
28
male
district
remote
27
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
2,022
7,674
lab_tech
25
male
district
rural
5
0
1
0
0
0
emergency_care
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
0
2,023
7,675
midwife
28
male
health_centre
peri_urban
27
1
0
0
0
0
data_management
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,023
7,676
clinical_officer
24
female
health_centre
urban
2
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
0
0
2,021
7,677
other
38
female
district
urban
0
0
0
0
0
1
other
whatsapp_group
moodle
1
1
1.6
2
1
0
0
0
0
1
0
0
1
1
0
1
1
4
2,022
7,678
midwife
20
female
clinic
rural
3
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
1
0
0
2,021
7,679
chw
26
female
community
urban
5
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
7,680
chw
40
male
health_centre
peri_urban
4
0
0
1
0
1
maternal_health
blended
other
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
1
0
2,022
7,681
clinical_officer
35
female
clinic
peri_urban
1
1
0
1
1
0
maternal_health
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2,021
7,682
other
43
female
district
remote
2
0
1
0
0
0
clinical_skills
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
0
2,021
7,683
clinical_officer
49
male
district
urban
6
0
1
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
2,023
7,684
chw
32
male
health_centre
peri_urban
3
0
0
0
0
0
maternal_health
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
2,022
7,685
doctor
52
male
clinic
urban
4
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
2,020
7,686
chw
31
male
community
remote
21
0
0
1
0
0
emergency_care
text_module
none
0
0
0
0
0
0
0
0
0
0
1
0
0
1
1
0
1
0
2,019
7,687
other
50
female
health_centre
remote
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
0
0
0
0
2,021
7,688
doctor
31
female
district
urban
1
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
2,021
7,689
clinical_officer
28
male
district
rural
7
1
0
0
0
0
emergency_care
mobile_app
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
0
0
0
2,023
7,690
midwife
34
male
clinic
remote
3
0
1
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
2,022
7,691
nurse
33
female
health_centre
remote
0
0
0
0
0
0
emergency_care
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,023
7,692
chw
24
female
health_centre
remote
13
1
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
2,021
7,693
chw
36
female
community
rural
0
0
0
1
0
0
infection_prevention
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,022
7,694
chw
20
male
district
rural
24
0
0
0
0
0
hiv_management
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
1
0
2,020
7,695
doctor
28
male
clinic
urban
4
0
0
1
0
0
leadership
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
1
0
2,023
7,696
midwife
33
male
clinic
remote
1
1
0
0
0
0
leadership
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
1
0
2,023
7,697
doctor
30
female
health_centre
rural
7
0
0
0
0
0
leadership
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,022
7,698
nurse
45
female
health_centre
rural
1
0
0
1
0
0
other
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
0
0
2,023
7,699
midwife
53
female
health_centre
remote
0
0
0
1
0
0
emergency_care
video
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
2,022
7,700
chw
31
male
district
remote
7
0
0
0
0
1
leadership
text_module
other
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
2,020