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
7,001
lab_tech
41
male
health_centre
urban
12
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
7,002
nurse
30
male
district
remote
6
0
1
1
0
0
clinical_skills
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
2,022
7,003
midwife
35
female
health_centre
peri_urban
2
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
7,004
other
42
female
district
rural
0
0
0
0
0
1
data_management
blended
whatsapp
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,021
7,005
other
35
female
community
urban
7
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
2,020
7,006
midwife
49
male
health_centre
urban
5
1
0
0
0
1
leadership
interactive
custom
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,022
7,007
midwife
37
female
community
rural
37
0
1
1
0
0
clinical_skills
text_module
none
0
0
0
0
0
0
0
0
0
0
1
0
0
1
1
0
0
0
2,021
7,008
nurse
31
female
health_centre
remote
0
1
0
0
0
0
emergency_care
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,022
7,009
nurse
34
female
district
remote
2
1
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
2,019
7,010
midwife
21
female
district
remote
8
0
0
0
0
0
infection_prevention
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,023
7,011
pharmacist
36
female
district
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
0
0
2,021
7,012
other
56
female
district
urban
5
1
0
0
0
0
leadership
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
2,020
7,013
clinical_officer
22
female
district
rural
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
0
0
0
2,023
7,014
chw
40
female
district
rural
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
1
0
0
0
2,021
7,015
midwife
27
female
district
rural
6
0
0
0
0
0
leadership
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
2,020
7,016
nurse
36
female
tertiary
rural
7
0
0
0
0
0
lab_techniques
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
1
0
2,020
7,017
nurse
28
male
clinic
remote
10
0
0
0
0
0
other
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,021
7,018
chw
20
female
district
remote
3
0
0
1
0
0
maternal_health
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
2,021
7,019
nurse
43
female
clinic
peri_urban
3
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
0
1
0
2,019
7,020
midwife
25
male
health_centre
remote
4
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
1
1
0
2,022
7,021
nurse
40
female
health_centre
rural
11
0
0
0
0
0
infection_prevention
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
2,022
7,022
chw
37
female
clinic
rural
2
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
7,023
chw
50
female
clinic
rural
7
0
0
0
0
0
infection_prevention
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
2,020
7,024
lab_tech
43
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
2,021
7,025
other
38
female
tertiary
remote
5
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
2,019
7,026
chw
35
female
tertiary
urban
2
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
0
0
2,022
7,027
clinical_officer
49
male
health_centre
urban
14
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
2,022
7,028
lab_tech
40
male
district
urban
3
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
2,019
7,029
nurse
27
female
health_centre
rural
7
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
0
0
2,021
7,030
lab_tech
29
female
health_centre
urban
18
1
0
0
0
0
data_management
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,022
7,031
other
32
female
health_centre
urban
9
1
0
0
0
0
data_management
interactive
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,022
7,032
midwife
42
female
district
remote
21
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
2,020
7,033
doctor
34
female
district
rural
6
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
2,021
7,034
other
29
male
clinic
peri_urban
10
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
2,022
7,035
nurse
20
female
tertiary
remote
2
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
2,023
7,036
clinical_officer
20
female
community
urban
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
7,037
lab_tech
24
male
health_centre
remote
5
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
2,022
7,038
pharmacist
38
female
community
urban
1
1
0
0
0
0
maternal_health
simulation
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,023
7,039
nurse
20
male
clinic
rural
17
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
2,023
7,040
nurse
20
female
health_centre
rural
3
0
0
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
2,019
7,041
midwife
31
male
health_centre
peri_urban
0
1
0
0
0
0
data_management
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
2,022
7,042
midwife
40
male
health_centre
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
0
1
0
2,021
7,043
midwife
30
female
community
rural
13
0
0
1
0
0
emergency_care
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
2,019
7,044
midwife
22
female
health_centre
urban
5
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
2,019
7,045
doctor
39
male
district
peri_urban
2
0
1
1
0
0
maternal_health
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,019
7,046
other
41
female
community
urban
4
1
0
1
0
0
lab_techniques
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
2,021
7,047
clinical_officer
24
male
health_centre
rural
4
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
1
0
0
2,019
7,048
chw
27
female
tertiary
peri_urban
1
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
1
0
0
2,023
7,049
chw
37
male
tertiary
urban
3
0
0
0
0
1
other
blended
youtube
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
0
2,023
7,050
doctor
27
male
tertiary
rural
0
0
0
0
0
1
emergency_care
text_module
other
1
0
1.1
3
0
0
0
0
1
0
0
1
1
1
0
0
0
2
2,023
7,051
chw
45
female
community
rural
1
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
7,052
midwife
20
female
tertiary
remote
6
0
0
0
0
0
infection_prevention
video
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
2,020
7,053
chw
33
male
health_centre
remote
0
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
2,021
7,054
midwife
20
female
health_centre
remote
21
0
0
0
0
0
infection_prevention
mobile_app
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
0
2,023
7,055
nurse
46
female
district
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
1
0
1
0
2,021
7,056
nurse
34
female
clinic
peri_urban
9
0
0
0
0
0
infection_prevention
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
2,023
7,057
lab_tech
29
male
health_centre
remote
3
0
0
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
2,023
7,058
doctor
44
female
district
peri_urban
9
0
0
0
0
1
clinical_skills
whatsapp_group
openwho
1
0
10.4
4
0
0
0
0
0
0
0
0
1
1
0
0
0
4
2,021
7,059
nurse
42
male
clinic
rural
17
0
1
0
0
0
hiv_management
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,021
7,060
clinical_officer
39
male
clinic
urban
6
0
0
0
0
0
lab_techniques
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
1
0
2,020
7,061
clinical_officer
33
female
health_centre
rural
3
0
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
7,062
midwife
36
female
clinic
remote
1
1
0
0
0
0
emergency_care
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,020
7,063
chw
31
male
health_centre
urban
8
1
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
2,022
7,064
other
31
female
community
remote
11
0
0
0
0
0
lab_techniques
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,019
7,065
doctor
20
male
health_centre
urban
10
0
0
1
0
0
clinical_skills
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
2,020
7,066
other
24
female
health_centre
rural
1
0
0
0
0
0
clinical_skills
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
0
2,022
7,067
other
31
female
clinic
urban
46
0
1
1
0
0
clinical_skills
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,019
7,068
chw
41
male
clinic
remote
13
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
1
0
2,020
7,069
doctor
37
female
health_centre
urban
3
1
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
7,070
midwife
46
male
health_centre
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
0
0
0
2,023
7,071
doctor
39
female
clinic
peri_urban
1
1
0
0
1
0
infection_prevention
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
2,022
7,072
lab_tech
24
male
district
remote
9
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
2,019
7,073
nurse
31
female
health_centre
rural
6
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
7,074
nurse
32
male
community
urban
23
0
1
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
2,023
7,075
other
20
female
tertiary
peri_urban
6
0
0
0
0
1
other
whatsapp_group
other
1
0
1.7
1
0
0
0
0
0
0
1
0
1
1
0
0
0
3
2,023
7,076
midwife
30
female
health_centre
rural
0
0
1
1
0
0
hiv_management
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
0
0
0
2,022
7,077
doctor
47
female
health_centre
urban
1
1
1
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
7,078
chw
43
female
health_centre
rural
3
0
0
0
0
1
maternal_health
text_module
youtube
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,019
7,079
chw
44
female
clinic
remote
8
0
0
0
0
1
infection_prevention
whatsapp_group
other
1
0
2.6
3
0
0
0
0
1
0
0
1
1
1
0
0
0
3
2,021
7,080
doctor
22
female
clinic
rural
6
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
1
0
2,023
7,081
pharmacist
27
female
health_centre
urban
21
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
7,082
chw
33
female
district
rural
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
2,023
7,083
midwife
20
female
clinic
rural
0
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
7,084
midwife
35
female
community
urban
3
0
0
0
0
0
hiv_management
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,021
7,085
nurse
34
female
clinic
rural
1
1
0
0
0
0
clinical_skills
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,022
7,086
nurse
29
female
health_centre
rural
9
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
1
0
0
2,019
7,087
doctor
30
male
community
urban
10
0
0
1
0
0
clinical_skills
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
1
1
0
2,020
7,088
chw
29
female
community
remote
1
1
0
0
0
0
leadership
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,019
7,089
nurse
50
female
district
urban
0
1
0
0
0
1
infection_prevention
blended
youtube
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,020
7,090
clinical_officer
38
female
clinic
rural
6
0
0
1
0
0
maternal_health
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
2,023
7,091
lab_tech
26
female
community
remote
6
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
0
0
2,020
7,092
clinical_officer
41
female
health_centre
rural
5
0
0
0
0
0
emergency_care
blended
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
0
2,020
7,093
lab_tech
41
female
health_centre
peri_urban
19
1
0
0
0
0
mental_health
video
none
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
1
0
0
2,021
7,094
chw
37
female
clinic
urban
2
0
0
0
0
1
leadership
text_module
openwho
1
1
24.4
5
1
0
0
0
1
0
0
0
1
1
0
0
0
6
2,022
7,095
pharmacist
43
male
district
rural
21
1
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
2,023
7,096
midwife
23
male
community
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
2,020
7,097
chw
31
male
community
rural
1
0
0
1
0
0
leadership
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
2,021
7,098
nurse
33
female
health_centre
rural
4
0
0
0
0
0
clinical_skills
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,023
7,099
midwife
38
female
district
rural
5
0
0
0
0
0
leadership
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
1
0
2,020
7,100
midwife
39
female
community
peri_urban
3
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
0
0
2,021