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
5,001
lab_tech
22
male
district
urban
2
1
0
0
1
0
data_management
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
1
0
2,023
5,002
midwife
21
male
clinic
remote
2
0
1
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
5,003
nurse
46
male
clinic
peri_urban
24
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
1
0
2,020
5,004
other
37
female
community
rural
8
0
0
0
0
0
lab_techniques
simulation
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
2,021
5,005
nurse
31
male
district
rural
5
1
1
1
0
0
clinical_skills
video
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
2,022
5,006
other
31
female
tertiary
peri_urban
4
0
0
0
0
0
leadership
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,019
5,007
nurse
29
male
health_centre
rural
6
0
0
0
0
0
hiv_management
text_module
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
1
0
2,023
5,008
nurse
50
female
district
rural
12
0
0
0
0
0
other
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,022
5,009
nurse
39
female
clinic
remote
12
0
1
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
5,010
midwife
31
female
community
remote
13
0
0
0
0
0
leadership
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,023
5,011
doctor
30
female
community
rural
4
0
1
0
0
0
infection_prevention
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
1
0
2,021
5,012
nurse
20
female
health_centre
urban
21
1
0
0
0
0
leadership
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,022
5,013
nurse
46
female
clinic
rural
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
0
0
2,021
5,014
clinical_officer
20
female
health_centre
urban
5
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
1
0
2,022
5,015
midwife
39
female
district
urban
15
1
0
0
0
1
maternal_health
blended
other
1
0
5.4
2
0
0
0
0
0
0
1
1
1
1
1
0
0
8
2,023
5,016
midwife
20
male
clinic
remote
17
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
5,017
other
46
male
community
rural
0
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
2,023
5,018
nurse
20
female
health_centre
urban
20
0
0
0
0
0
data_management
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,020
5,019
clinical_officer
29
female
district
remote
14
0
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
2,023
5,020
nurse
33
female
community
rural
5
0
0
0
0
0
leadership
simulation
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
0
2,022
5,021
lab_tech
32
male
clinic
rural
10
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
2,021
5,022
nurse
48
male
district
remote
17
1
1
0
1
0
data_management
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
2,022
5,023
midwife
46
female
clinic
remote
14
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
2,019
5,024
chw
20
male
clinic
remote
11
0
0
0
0
0
data_management
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
2,021
5,025
nurse
33
male
district
remote
4
0
1
0
0
1
infection_prevention
text_module
custom
1
1
8
8
1
0
1
0
1
1
0
0
1
1
1
0
0
4
2,019
5,026
lab_tech
53
female
health_centre
peri_urban
15
0
1
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
2,021
5,027
nurse
34
female
clinic
remote
1
0
0
0
0
0
clinical_skills
text_module
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
1
0
0
2,023
5,028
nurse
20
male
health_centre
urban
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
0
0
0
2,023
5,029
doctor
28
male
community
remote
0
0
0
0
0
0
emergency_care
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,023
5,030
lab_tech
37
female
community
peri_urban
1
0
0
0
0
1
emergency_care
video
openwho
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,022
5,031
doctor
28
male
health_centre
remote
0
0
0
0
0
0
other
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
2,020
5,032
nurse
20
female
district
urban
4
1
0
1
0
1
maternal_health
text_module
other
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,022
5,033
lab_tech
37
female
community
remote
4
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
2,019
5,034
midwife
44
female
health_centre
remote
1
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
5,035
other
37
female
clinic
remote
15
0
0
0
0
0
lab_techniques
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,020
5,036
doctor
35
female
tertiary
remote
0
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
2,023
5,037
nurse
28
male
district
urban
20
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
1
0
0
2,023
5,038
clinical_officer
46
male
community
urban
5
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
2,022
5,039
chw
20
male
clinic
urban
2
0
1
0
0
1
emergency_care
text_module
whatsapp
1
0
1.5
1
0
0
0
0
0
0
0
0
1
1
0
0
0
2
2,022
5,040
chw
53
female
community
urban
5
1
0
0
1
0
data_management
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
2,023
5,041
doctor
53
male
community
urban
5
0
0
0
0
1
maternal_health
video
moodle
1
0
1.6
2
0
0
0
0
0
0
0
1
1
1
0
0
0
6
2,021
5,042
chw
37
female
district
peri_urban
10
0
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
0
0
2,022
5,043
chw
31
male
community
remote
20
0
0
0
0
0
other
blended
none
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
1
0
2,022
5,044
chw
41
female
tertiary
peri_urban
1
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
5,045
midwife
45
male
health_centre
rural
3
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
2,020
5,046
clinical_officer
60
female
clinic
urban
1
0
0
1
0
0
other
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
2,021
5,047
nurse
36
female
clinic
remote
2
1
0
1
1
0
clinical_skills
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2,023
5,048
chw
30
male
clinic
rural
39
0
1
0
0
0
hiv_management
interactive
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
2,023
5,049
nurse
23
female
health_centre
rural
22
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
0
1
0
2,022
5,050
nurse
42
female
clinic
remote
0
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
1
0
0
2,022
5,051
doctor
50
female
community
urban
4
0
0
1
0
0
clinical_skills
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
2,022
5,052
doctor
48
male
district
rural
4
0
0
0
0
0
emergency_care
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,023
5,053
nurse
32
male
district
urban
4
1
0
0
1
1
data_management
blended
other
1
0
7.2
5
0
0
0
0
0
0
0
0
1
0
0
0
0
7
2,022
5,054
midwife
40
female
clinic
rural
3
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
5,055
midwife
36
male
district
urban
12
0
0
0
0
0
emergency_care
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
1
0
2,023
5,056
other
21
male
district
rural
12
0
0
0
0
0
data_management
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
2,022
5,057
chw
46
female
health_centre
rural
0
0
1
0
0
0
leadership
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,023
5,058
lab_tech
27
female
tertiary
remote
3
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
0
0
0
2,022
5,059
lab_tech
34
female
district
rural
15
1
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
5,060
nurse
28
male
clinic
peri_urban
26
1
0
0
0
0
leadership
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,023
5,061
other
33
male
community
remote
5
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
2,023
5,062
clinical_officer
30
female
clinic
remote
3
1
0
0
1
0
maternal_health
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
0
2,022
5,063
other
22
male
health_centre
urban
2
0
0
0
0
0
clinical_skills
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,023
5,064
nurse
45
male
health_centre
peri_urban
4
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
2,022
5,065
nurse
36
female
clinic
rural
4
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
2,021
5,066
nurse
30
female
health_centre
rural
14
0
0
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
5,067
clinical_officer
24
male
health_centre
peri_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
0
0
1
0
2,022
5,068
nurse
20
female
clinic
rural
14
0
0
1
0
0
infection_prevention
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
2,022
5,069
nurse
45
male
community
urban
0
1
0
0
0
1
clinical_skills
text_module
moodle
1
1
3.7
6
0
0
0
0
1
1
0
0
1
1
0
0
0
6
2,023
5,070
chw
34
male
health_centre
urban
0
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
2,022
5,071
nurse
39
male
clinic
rural
1
1
0
0
1
0
emergency_care
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
2,021
5,072
clinical_officer
26
male
health_centre
remote
4
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
2,019
5,073
clinical_officer
32
female
health_centre
rural
8
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
2,022
5,074
other
39
female
district
rural
12
1
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
2,023
5,075
other
39
female
district
peri_urban
0
0
1
1
0
0
emergency_care
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,023
5,076
other
44
female
clinic
peri_urban
6
0
0
0
0
1
maternal_health
blended
moodle
1
0
3.7
3
0
0
0
0
0
0
0
1
1
1
0
0
0
6
2,022
5,077
lab_tech
35
male
clinic
remote
2
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
5,078
pharmacist
49
female
health_centre
urban
15
0
0
0
0
0
data_management
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,022
5,079
lab_tech
35
female
district
remote
16
0
0
0
0
1
infection_prevention
text_module
openwho
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,022
5,080
chw
48
female
health_centre
remote
2
0
0
0
0
0
maternal_health
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
0
2,021
5,081
midwife
47
male
community
rural
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
1
1
0
2,021
5,082
clinical_officer
57
male
clinic
rural
11
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
2,020
5,083
chw
20
male
district
rural
15
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
0
0
2,021
5,084
lab_tech
20
male
clinic
remote
12
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
2,021
5,085
chw
20
female
clinic
rural
5
0
1
0
0
0
hiv_management
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,020
5,086
chw
33
female
health_centre
urban
1
0
0
0
0
1
other
video
youtube
1
1
1.2
3
1
0
0
0
0
0
0
1
1
1
0
1
0
5
2,022
5,087
doctor
20
female
community
peri_urban
0
1
0
0
0
0
mental_health
text_module
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
1
0
0
2,020
5,088
chw
27
female
health_centre
peri_urban
5
0
0
0
0
0
infection_prevention
video
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
0
2,022
5,089
nurse
34
male
health_centre
rural
11
0
0
0
0
0
hiv_management
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,021
5,090
midwife
20
male
health_centre
remote
19
1
0
1
0
0
hiv_management
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
2,022
5,091
chw
33
male
health_centre
rural
5
1
0
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
2,022
5,092
nurse
34
male
community
peri_urban
8
0
0
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
2,023
5,093
chw
33
female
community
remote
2
0
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
2,019
5,094
nurse
23
female
district
peri_urban
0
0
0
0
0
0
data_management
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,021
5,095
nurse
55
female
district
rural
9
0
1
0
0
0
infection_prevention
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
0
2,023
5,096
chw
41
female
community
remote
3
1
0
0
0
0
emergency_care
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
2,021
5,097
nurse
32
male
health_centre
remote
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
0
1
0
0
2,021
5,098
lab_tech
45
female
health_centre
peri_urban
7
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
0
0
2,023
5,099
clinical_officer
41
female
community
rural
9
0
0
0
0
0
maternal_health
text_module
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
0
2,019
5,100
nurse
38
female
district
peri_urban
2
0
0
1
0
0
leadership
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
2,019