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
8,501
doctor
20
female
clinic
rural
4
0
0
0
0
0
maternal_health
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,020
8,502
nurse
29
female
health_centre
rural
14
1
0
1
1
0
data_management
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
2,021
8,503
clinical_officer
33
female
health_centre
peri_urban
0
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
2,023
8,504
clinical_officer
42
female
clinic
urban
2
1
0
0
0
1
infection_prevention
whatsapp_group
moodle
1
0
5
6
0
0
0
0
0
0
0
0
1
1
0
1
0
6
2,023
8,505
doctor
38
male
community
remote
22
1
1
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
2,023
8,506
pharmacist
30
male
community
remote
1
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
1
0
2,023
8,507
midwife
45
male
health_centre
urban
6
0
0
1
0
0
maternal_health
video
none
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
0
0
0
2,020
8,508
chw
39
male
district
rural
5
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
8,509
midwife
45
female
health_centre
rural
8
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
1
0
0
2,021
8,510
midwife
48
female
clinic
urban
4
0
0
1
0
0
leadership
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
2,023
8,511
clinical_officer
46
male
clinic
remote
7
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
1
0
2,023
8,512
chw
43
female
clinic
urban
1
0
0
1
0
0
leadership
mobile_app
none
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
1
0
0
2,022
8,513
midwife
43
male
health_centre
urban
4
0
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
2,023
8,514
clinical_officer
43
male
health_centre
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
0
0
0
0
2,021
8,515
other
34
female
district
remote
8
0
1
0
0
1
other
mobile_app
openwho
1
1
51.9
5
1
0
1
0
1
0
0
0
1
1
0
0
0
4
2,022
8,516
nurse
40
male
community
remote
6
0
0
1
0
0
lab_techniques
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
2,020
8,517
midwife
32
female
clinic
rural
9
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
8,518
nurse
25
male
district
rural
6
0
0
1
0
0
maternal_health
video
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,023
8,519
nurse
51
male
health_centre
rural
3
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
8,520
chw
49
female
district
remote
12
0
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
8,521
nurse
33
male
district
peri_urban
11
0
0
1
0
1
hiv_management
blended
custom
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,022
8,522
chw
23
female
community
remote
2
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
0
0
2,023
8,523
midwife
25
female
health_centre
rural
0
0
0
0
0
0
mental_health
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,022
8,524
midwife
20
female
clinic
urban
17
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
0
0
0
2,020
8,525
chw
20
male
health_centre
remote
16
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
2,021
8,526
doctor
42
male
community
remote
14
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
1
0
2,022
8,527
clinical_officer
32
female
clinic
remote
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
2,023
8,528
doctor
46
female
district
peri_urban
1
1
0
0
0
1
maternal_health
whatsapp_group
whatsapp
1
1
3.6
5
1
0
1
1
1
0
0
1
1
1
0
1
1
7
2,022
8,529
midwife
21
female
community
remote
2
0
1
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
2,021
8,530
clinical_officer
39
female
district
urban
2
0
0
1
0
0
lab_techniques
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
2,021
8,531
other
31
female
health_centre
urban
0
0
0
0
0
1
clinical_skills
interactive
other
1
1
8.3
5
1
0
0
0
0
1
0
0
1
1
0
0
0
5
2,022
8,532
chw
33
female
clinic
urban
7
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
0
1
0
2,021
8,533
chw
29
female
district
peri_urban
2
0
1
0
0
0
hiv_management
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
2,020
8,534
clinical_officer
34
female
clinic
rural
14
0
0
0
0
1
infection_prevention
interactive
openwho
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
0
0
0
2,022
8,535
pharmacist
35
female
clinic
urban
1
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
8,536
nurse
46
male
health_centre
rural
12
1
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
2,023
8,537
pharmacist
28
female
health_centre
urban
4
0
0
0
0
0
data_management
simulation
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,023
8,538
lab_tech
42
male
district
rural
7
1
1
0
0
1
other
mobile_app
youtube
1
0
2.7
3
0
0
0
0
0
0
0
0
1
1
0
1
0
3
2,022
8,539
lab_tech
39
female
clinic
remote
8
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
2,023
8,540
midwife
28
male
health_centre
rural
9
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
8,541
chw
38
male
health_centre
urban
28
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
1
0
2,023
8,542
lab_tech
26
female
clinic
urban
4
0
0
0
0
0
leadership
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
1
0
2,019
8,543
other
38
female
clinic
urban
8
0
0
0
0
0
data_management
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
0
2,021
8,544
nurse
28
male
district
rural
2
1
0
1
0
0
data_management
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
2,023
8,545
nurse
20
male
tertiary
remote
22
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
2,020
8,546
nurse
30
female
community
urban
12
1
0
1
1
1
clinical_skills
blended
custom
1
0
5.7
4
0
0
0
0
0
0
0
1
0
0
1
0
0
4
2,022
8,547
pharmacist
35
male
health_centre
urban
2
1
1
0
0
0
infection_prevention
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,021
8,548
chw
37
male
health_centre
remote
11
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
1
0
2,023
8,549
clinical_officer
50
male
community
rural
52
0
0
0
0
0
clinical_skills
mobile_app
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
1
0
0
2,022
8,550
nurse
45
female
district
rural
13
0
1
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
8,551
nurse
44
female
health_centre
urban
2
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
8,552
clinical_officer
28
female
health_centre
remote
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
0
0
0
2,022
8,553
clinical_officer
39
male
district
rural
6
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
2,022
8,554
nurse
31
male
district
remote
0
1
0
0
0
0
clinical_skills
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,022
8,555
other
45
female
health_centre
remote
0
0
0
1
0
1
data_management
blended
other
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
2,022
8,556
lab_tech
28
male
district
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
1
0
2,021
8,557
chw
40
female
clinic
urban
16
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
1
0
2,022
8,558
nurse
45
female
community
urban
3
1
1
0
0
1
infection_prevention
video
youtube
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,021
8,559
other
29
female
health_centre
remote
19
0
0
1
0
0
emergency_care
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
2,023
8,560
midwife
37
female
health_centre
remote
0
0
1
0
0
0
infection_prevention
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,021
8,561
clinical_officer
39
male
clinic
urban
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
1
0
0
2,023
8,562
clinical_officer
34
male
clinic
peri_urban
6
1
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
1
0
2,023
8,563
chw
38
male
community
urban
0
0
0
0
0
0
mental_health
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
1
0
2,023
8,564
chw
45
female
health_centre
remote
27
0
0
0
0
0
clinical_skills
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
0
2,020
8,565
chw
24
male
district
rural
2
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
1
0
0
2,023
8,566
chw
35
female
clinic
remote
1
0
0
0
0
0
lab_techniques
interactive
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
1
1
0
2,023
8,567
nurse
20
male
tertiary
rural
2
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
1
0
0
2,021
8,568
lab_tech
42
female
community
rural
1
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
8,569
chw
21
male
health_centre
remote
6
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
2,021
8,570
midwife
29
female
health_centre
peri_urban
4
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
2,022
8,571
clinical_officer
35
female
tertiary
urban
16
1
1
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
2,022
8,572
chw
33
female
clinic
rural
11
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
2,023
8,573
lab_tech
35
female
community
peri_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
1
0
0
0
2,022
8,574
midwife
35
female
district
peri_urban
38
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
2,022
8,575
pharmacist
51
female
health_centre
urban
21
1
0
0
0
1
other
whatsapp_group
custom
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
1
0
2,022
8,576
other
30
female
health_centre
rural
3
0
0
1
0
1
other
whatsapp_group
moodle
1
0
3
8
0
0
0
0
1
0
1
0
0
1
0
0
1
2
2,023
8,577
midwife
24
female
community
peri_urban
3
0
0
0
0
0
infection_prevention
blended
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
1
1
0
2,022
8,578
other
20
female
health_centre
urban
0
0
0
0
0
0
clinical_skills
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,021
8,579
chw
34
male
district
urban
5
0
0
1
0
0
maternal_health
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
1
0
2,020
8,580
midwife
61
female
community
remote
5
0
0
0
0
0
emergency_care
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,019
8,581
chw
26
female
health_centre
peri_urban
14
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
8,582
nurse
37
male
community
rural
3
0
0
0
0
0
other
text_module
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
0
0
0
2,022
8,583
clinical_officer
24
female
health_centre
peri_urban
8
0
0
0
0
1
leadership
blended
openwho
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,020
8,584
chw
42
female
clinic
peri_urban
9
0
0
0
0
0
other
interactive
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
2,021
8,585
chw
25
male
clinic
peri_urban
2
0
0
0
0
1
hiv_management
interactive
openwho
1
0
12.8
3
0
0
0
0
0
0
0
0
1
1
0
1
0
4
2,023
8,586
lab_tech
38
male
clinic
urban
19
1
0
0
0
0
maternal_health
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
2,019
8,587
pharmacist
37
female
community
remote
8
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
0
0
2,022
8,588
clinical_officer
26
male
clinic
rural
29
0
0
0
0
0
other
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
2,020
8,589
nurse
39
male
tertiary
urban
1
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
0
0
2,021
8,590
chw
37
male
community
urban
12
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
8,591
lab_tech
33
female
health_centre
remote
9
1
0
0
0
0
other
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,019
8,592
lab_tech
29
male
community
remote
15
0
0
0
0
0
other
interactive
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,022
8,593
clinical_officer
45
male
health_centre
rural
2
1
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
2,021
8,594
pharmacist
54
female
health_centre
rural
31
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
8,595
clinical_officer
34
female
community
remote
21
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
8,596
nurse
28
male
clinic
peri_urban
5
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
2,023
8,597
nurse
40
female
community
remote
1
0
0
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
2,021
8,598
doctor
46
female
health_centre
urban
5
1
1
0
0
0
infection_prevention
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
0
2,022
8,599
chw
43
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
0
1
1
0
1
0
0
2,023
8,600
chw
24
male
clinic
remote
7
0
0
1
0
1
clinical_skills
interactive
whatsapp
1
0
8.6
4
0
0
0
0
0
0
0
0
0
1
1
1
0
7
2,022