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
9,501
clinical_officer
33
female
community
remote
11
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
9,502
other
26
female
district
remote
7
0
0
0
0
0
hiv_management
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
2,021
9,503
midwife
26
male
district
urban
0
1
0
0
0
0
other
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,020
9,504
chw
41
female
clinic
remote
1
0
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
2,023
9,505
nurse
28
female
district
urban
0
0
1
1
0
0
lab_techniques
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
1
0
0
2,020
9,506
clinical_officer
31
female
district
urban
7
1
0
0
0
0
mental_health
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,023
9,507
midwife
20
female
clinic
urban
0
0
0
1
0
0
other
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,022
9,508
nurse
23
female
health_centre
urban
2
1
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
9,509
other
37
female
community
remote
3
0
0
0
0
1
emergency_care
text_module
whatsapp
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,023
9,510
chw
29
male
clinic
remote
23
1
0
0
0
0
clinical_skills
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,022
9,511
chw
38
female
clinic
peri_urban
8
0
0
0
0
0
clinical_skills
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,022
9,512
midwife
46
female
tertiary
urban
0
0
0
1
0
0
maternal_health
interactive
none
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
0
0
0
2,021
9,513
lab_tech
20
female
district
urban
27
1
0
0
0
1
other
interactive
openwho
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
1
0
2,022
9,514
doctor
20
female
health_centre
rural
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
9,515
lab_tech
20
female
health_centre
rural
15
0
0
0
0
0
mental_health
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,022
9,516
nurse
42
female
health_centre
rural
0
0
0
0
0
0
other
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
0
2,022
9,517
nurse
40
female
community
rural
18
1
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
2,022
9,518
nurse
39
male
community
peri_urban
5
0
0
0
0
1
hiv_management
blended
custom
1
1
9.9
3
0
0
1
1
0
0
0
0
1
1
1
0
1
1
2,022
9,519
other
23
female
district
urban
0
1
1
0
0
1
clinical_skills
blended
custom
1
0
6
2
0
0
0
0
0
0
0
0
1
1
0
0
0
1
2,022
9,520
chw
33
female
district
peri_urban
13
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
1
0
2,022
9,521
nurse
45
male
clinic
remote
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
1
0
0
2,022
9,522
midwife
48
male
community
peri_urban
3
0
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
9,523
clinical_officer
20
female
health_centre
rural
7
0
0
0
0
0
clinical_skills
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,021
9,524
lab_tech
36
male
tertiary
urban
11
1
1
1
0
0
data_management
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,023
9,525
pharmacist
50
female
clinic
urban
3
1
0
0
0
1
data_management
text_module
youtube
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,021
9,526
doctor
38
male
clinic
rural
1
1
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
2,020
9,527
pharmacist
34
female
health_centre
urban
18
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
9,528
nurse
28
male
tertiary
urban
15
1
0
0
0
0
maternal_health
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,021
9,529
nurse
31
female
health_centre
remote
0
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
2,019
9,530
other
21
male
district
urban
7
0
0
0
0
1
infection_prevention
text_module
custom
1
1
6
10
1
0
0
0
1
0
0
0
1
1
0
0
0
5
2,022
9,531
lab_tech
50
male
community
remote
2
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
2,020
9,532
clinical_officer
38
male
clinic
remote
10
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
2,023
9,533
doctor
41
male
community
rural
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
1
0
2,019
9,534
other
41
female
health_centre
remote
31
0
0
0
0
0
mental_health
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,021
9,535
other
42
female
community
peri_urban
15
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
0
0
0
2,022
9,536
doctor
30
male
health_centre
remote
1
0
0
0
0
0
maternal_health
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,019
9,537
nurse
42
male
health_centre
urban
3
0
0
0
0
1
hiv_management
whatsapp_group
other
1
0
21.8
3
0
0
0
0
1
0
0
0
1
1
0
1
0
1
2,019
9,538
midwife
32
female
clinic
peri_urban
15
0
0
1
0
0
leadership
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
2,023
9,539
other
20
female
health_centre
rural
13
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
9,540
nurse
45
female
health_centre
rural
3
1
0
0
1
1
maternal_health
text_module
whatsapp
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
1
0
2,021
9,541
nurse
42
male
health_centre
urban
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
0
1
0
2,023
9,542
doctor
25
male
tertiary
rural
2
0
1
0
0
0
lab_techniques
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,022
9,543
chw
24
female
clinic
rural
3
0
1
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
9,544
nurse
43
female
community
remote
1
0
1
0
0
1
clinical_skills
text_module
whatsapp
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
0
2,020
9,545
midwife
37
male
tertiary
urban
19
0
0
1
0
0
clinical_skills
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
0
0
2,022
9,546
other
48
female
clinic
remote
6
0
1
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
9,547
midwife
33
male
clinic
remote
6
1
0
1
0
0
infection_prevention
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
2,021
9,548
chw
22
female
clinic
urban
9
0
0
1
0
0
hiv_management
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
0
0
2,023
9,549
chw
30
female
clinic
rural
7
1
0
0
0
1
hiv_management
whatsapp_group
openwho
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
2,022
9,550
lab_tech
46
male
health_centre
peri_urban
2
0
0
0
0
0
mental_health
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
2,022
9,551
doctor
53
female
health_centre
urban
2
1
0
0
0
1
mental_health
whatsapp_group
openwho
1
0
7.4
5
0
0
0
0
0
0
0
0
1
1
0
0
0
2
2,020
9,552
midwife
39
female
community
peri_urban
19
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
9,553
midwife
40
female
clinic
peri_urban
3
1
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
9,554
chw
29
female
clinic
remote
36
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
0
0
2,021
9,555
clinical_officer
51
male
clinic
remote
5
0
0
0
0
0
data_management
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
2,023
9,556
nurse
30
male
clinic
remote
3
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
2,021
9,557
nurse
45
female
community
remote
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
9,558
lab_tech
37
male
clinic
remote
24
0
0
0
0
1
maternal_health
blended
moodle
1
0
13.7
2
0
0
0
0
0
0
0
1
1
1
1
1
1
7
2,019
9,559
nurse
44
male
clinic
remote
7
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
2,023
9,560
clinical_officer
39
female
health_centre
remote
5
0
0
0
0
1
hiv_management
whatsapp_group
moodle
1
1
3.3
5
1
1
0
0
1
1
0
0
1
1
1
0
0
2
2,019
9,561
clinical_officer
30
male
clinic
urban
13
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
0
0
2,023
9,562
clinical_officer
20
female
community
peri_urban
13
1
0
0
0
1
emergency_care
text_module
whatsapp
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,023
9,563
nurse
47
female
tertiary
remote
10
0
0
0
0
0
emergency_care
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,020
9,564
clinical_officer
29
male
tertiary
urban
7
1
1
0
1
0
infection_prevention
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
2,023
9,565
doctor
29
female
health_centre
remote
26
0
0
0
0
0
data_management
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,023
9,566
chw
27
male
community
urban
22
0
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
9,567
other
27
female
health_centre
remote
9
0
0
1
0
0
data_management
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
2,020
9,568
clinical_officer
20
female
health_centre
rural
0
1
0
0
1
0
clinical_skills
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
2,023
9,569
nurse
49
male
health_centre
urban
3
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
1
0
0
2,023
9,570
chw
25
female
clinic
peri_urban
0
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
0
0
0
2,020
9,571
nurse
47
female
community
remote
4
0
0
1
0
0
lab_techniques
interactive
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
0
0
2,023
9,572
other
33
male
health_centre
remote
1
0
0
1
0
0
maternal_health
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
2,021
9,573
pharmacist
22
male
district
urban
1
0
1
0
0
0
clinical_skills
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,019
9,574
clinical_officer
25
male
health_centre
peri_urban
0
1
0
0
0
0
lab_techniques
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
0
2,022
9,575
nurse
28
female
health_centre
remote
4
0
0
0
0
0
hiv_management
text_module
none
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
1
0
2,021
9,576
nurse
47
male
district
rural
0
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
0
0
2,023
9,577
chw
29
female
health_centre
rural
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
1
1
0
2,019
9,578
midwife
34
male
district
urban
0
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
2,020
9,579
midwife
39
male
health_centre
remote
3
0
0
0
0
0
maternal_health
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,022
9,580
midwife
52
male
clinic
rural
16
0
0
0
0
0
leadership
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,023
9,581
nurse
37
male
tertiary
remote
1
0
0
0
0
0
data_management
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
0
2,023
9,582
clinical_officer
32
male
clinic
rural
10
1
0
0
0
0
lab_techniques
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
1
0
0
2,023
9,583
lab_tech
39
male
community
rural
1
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
2,021
9,584
chw
54
female
district
remote
10
0
0
0
0
0
leadership
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,020
9,585
nurse
52
male
health_centre
urban
11
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
2,022
9,586
pharmacist
39
male
clinic
rural
3
0
0
0
0
0
clinical_skills
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,023
9,587
clinical_officer
33
female
district
remote
15
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
1
0
0
2,023
9,588
other
26
female
community
rural
2
1
0
1
1
0
infection_prevention
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
2,021
9,589
midwife
54
female
community
urban
16
1
0
0
0
0
leadership
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,022
9,590
chw
36
female
district
urban
6
0
1
0
0
1
clinical_skills
text_module
openwho
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
1
0
2,022
9,591
doctor
26
female
health_centre
urban
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
0
0
0
2,022
9,592
pharmacist
28
male
health_centre
rural
27
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
2,021
9,593
midwife
42
female
community
remote
17
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
1
0
2,023
9,594
pharmacist
39
female
district
peri_urban
21
1
0
0
0
1
leadership
video
moodle
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
0
0
0
2,023
9,595
nurse
23
female
community
rural
12
0
0
1
0
0
other
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
2,021
9,596
nurse
37
female
district
rural
10
0
0
0
0
0
clinical_skills
interactive
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
0
2,020
9,597
nurse
20
male
district
urban
10
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
9,598
chw
45
male
district
remote
0
0
1
1
0
0
other
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
2,022
9,599
nurse
48
female
tertiary
rural
0
1
0
0
0
1
leadership
whatsapp_group
other
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
1
0
2,022
9,600
pharmacist
31
male
health_centre
urban
5
0
0
0
0
0
data_management
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,020