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
6,001
chw
31
male
clinic
rural
7
0
0
0
0
0
leadership
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
2,021
6,002
clinical_officer
27
female
community
rural
4
0
0
0
0
0
emergency_care
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,023
6,003
lab_tech
37
female
clinic
remote
19
0
0
0
0
0
leadership
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,021
6,004
chw
21
female
community
rural
11
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
0
0
0
2,022
6,005
pharmacist
43
male
district
urban
0
1
0
0
0
1
data_management
interactive
moodle
1
0
3.3
3
0
0
0
0
0
0
0
0
1
1
0
1
0
1
2,023
6,006
other
33
female
community
urban
7
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
0
0
2,021
6,007
nurse
48
male
clinic
rural
0
0
0
0
0
1
infection_prevention
interactive
other
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
0
0
0
2,022
6,008
midwife
44
male
clinic
urban
26
1
0
0
0
0
data_management
simulation
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,022
6,009
clinical_officer
34
female
district
rural
13
0
0
0
0
0
infection_prevention
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
2,020
6,010
chw
28
female
clinic
rural
0
0
0
1
0
0
other
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
2,019
6,011
nurse
42
female
community
rural
16
0
0
0
0
0
emergency_care
simulation
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,021
6,012
chw
20
male
clinic
urban
9
0
1
1
0
0
data_management
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
2,022
6,013
midwife
50
female
tertiary
remote
15
0
0
1
0
0
clinical_skills
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
2,020
6,014
nurse
22
male
district
remote
3
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
2,019
6,015
doctor
40
female
clinic
rural
2
0
0
0
0
1
infection_prevention
mobile_app
youtube
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,022
6,016
midwife
44
female
health_centre
urban
2
0
1
1
0
0
lab_techniques
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
2,021
6,017
nurse
31
female
community
rural
1
0
0
0
0
0
clinical_skills
video
none
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
0
0
2,023
6,018
nurse
25
female
community
rural
8
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
1
1
0
2,023
6,019
nurse
44
female
clinic
urban
0
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
6,020
clinical_officer
54
female
community
remote
7
0
0
0
0
0
maternal_health
interactive
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
0
2,023
6,021
clinical_officer
27
male
health_centre
remote
5
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
0
0
0
2,020
6,022
nurse
45
female
clinic
remote
1
0
0
0
0
0
mental_health
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,021
6,023
midwife
40
female
clinic
peri_urban
1
0
1
0
0
0
mental_health
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
0
0
0
2,023
6,024
nurse
37
female
district
remote
19
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
1
0
2,019
6,025
nurse
35
male
district
rural
2
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
2,022
6,026
midwife
39
male
health_centre
peri_urban
8
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
1
0
2,023
6,027
other
36
female
community
urban
9
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
2,023
6,028
chw
42
male
tertiary
rural
5
1
0
0
0
0
data_management
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
2,023
6,029
clinical_officer
42
female
community
urban
0
0
0
0
0
1
other
mobile_app
openwho
1
0
16
5
0
0
0
0
0
0
0
1
1
1
0
1
0
4
2,023
6,030
nurse
27
female
health_centre
urban
12
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
2,020
6,031
pharmacist
38
female
district
urban
0
0
1
0
0
0
other
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,023
6,032
doctor
62
female
community
remote
14
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
2,022
6,033
midwife
27
female
clinic
rural
16
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
2,021
6,034
other
34
male
district
rural
11
0
0
0
0
0
lab_techniques
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
0
0
0
2,019
6,035
other
36
female
district
rural
1
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
2,022
6,036
nurse
24
female
district
urban
4
0
0
0
0
1
data_management
whatsapp_group
whatsapp
1
0
5.6
1
0
0
0
0
1
0
0
0
1
1
0
1
1
3
2,022
6,037
doctor
38
female
community
remote
3
1
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
2,023
6,038
doctor
34
female
community
peri_urban
6
0
0
1
0
0
leadership
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
0
0
2,022
6,039
other
20
male
clinic
peri_urban
1
0
1
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
2,021
6,040
nurse
25
female
health_centre
rural
5
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
0
0
0
2,020
6,041
nurse
39
female
community
remote
5
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
6,042
clinical_officer
32
female
district
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
0
0
0
2,021
6,043
clinical_officer
45
male
health_centre
rural
26
0
0
1
0
0
lab_techniques
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
2,022
6,044
clinical_officer
26
female
community
peri_urban
2
0
0
0
0
0
other
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
1
0
2,022
6,045
pharmacist
51
female
district
urban
8
1
0
0
0
1
clinical_skills
text_module
other
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
1
0
2,022
6,046
clinical_officer
48
male
district
rural
6
0
0
0
0
0
lab_techniques
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,021
6,047
other
34
female
district
remote
18
1
1
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
2,020
6,048
chw
20
female
health_centre
rural
27
1
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
6,049
nurse
24
female
district
urban
3
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
1
0
0
2,019
6,050
doctor
29
female
tertiary
peri_urban
11
0
0
1
0
1
hiv_management
whatsapp_group
moodle
1
0
10
4
0
0
0
0
1
0
0
0
0
1
1
1
0
5
2,020
6,051
nurse
24
female
district
rural
3
1
0
1
1
0
leadership
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
2,020
6,052
doctor
32
female
district
rural
2
0
1
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
2,021
6,053
doctor
27
male
community
remote
10
0
0
0
0
0
mental_health
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
1
0
2,022
6,054
nurse
40
male
community
rural
5
1
0
0
0
0
clinical_skills
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,022
6,055
nurse
39
female
clinic
rural
7
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
6,056
midwife
22
female
clinic
remote
17
0
1
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
2,023
6,057
midwife
32
female
health_centre
remote
18
0
0
0
0
0
infection_prevention
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,021
6,058
nurse
29
female
district
peri_urban
18
1
0
1
0
0
leadership
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
0
0
2,022
6,059
doctor
26
male
clinic
urban
5
0
0
1
0
0
clinical_skills
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
2,023
6,060
nurse
38
female
district
rural
1
0
0
0
0
0
maternal_health
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
0
2,019
6,061
nurse
31
female
clinic
peri_urban
2
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
2,021
6,062
lab_tech
26
female
health_centre
peri_urban
7
1
0
1
0
0
hiv_management
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,023
6,063
nurse
36
male
tertiary
remote
2
0
1
0
0
1
leadership
mobile_app
moodle
1
0
4.6
4
0
0
0
0
0
0
1
0
1
1
0
0
1
7
2,022
6,064
other
33
male
clinic
urban
9
1
0
1
0
1
other
text_module
youtube
1
1
13.3
7
1
0
1
0
1
1
0
0
0
1
0
0
0
2
2,022
6,065
chw
43
male
health_centre
remote
9
0
0
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
2,021
6,066
lab_tech
44
male
health_centre
rural
8
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
2,021
6,067
clinical_officer
36
female
health_centre
peri_urban
11
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
2,020
6,068
clinical_officer
30
female
district
remote
28
0
0
0
0
1
leadership
text_module
youtube
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
2,021
6,069
doctor
28
female
community
urban
0
1
0
1
1
0
hiv_management
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
2,021
6,070
other
43
male
health_centre
rural
9
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
2,020
6,071
doctor
44
male
health_centre
peri_urban
4
0
0
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
6,072
nurse
24
female
clinic
rural
28
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
0
0
2,019
6,073
pharmacist
47
female
health_centre
remote
0
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
0
0
2,019
6,074
midwife
40
female
health_centre
urban
7
1
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
2,022
6,075
other
47
female
community
rural
1
0
0
0
0
0
infection_prevention
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
1
0
2,020
6,076
other
30
male
clinic
remote
13
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
2,021
6,077
chw
57
female
health_centre
urban
5
0
0
0
0
1
mental_health
text_module
whatsapp
1
0
11.8
5
0
0
0
0
1
0
0
0
1
1
0
0
0
3
2,020
6,078
other
57
female
tertiary
remote
9
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
0
0
0
2,023
6,079
nurse
39
male
tertiary
rural
2
0
0
1
0
0
clinical_skills
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
2,019
6,080
chw
37
female
tertiary
peri_urban
7
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
0
0
0
2,020
6,081
chw
30
male
clinic
rural
16
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
1
0
2,021
6,082
nurse
24
female
community
rural
3
0
0
1
0
0
clinical_skills
text_module
none
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
0
0
0
2,023
6,083
chw
35
female
community
rural
8
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
0
0
0
2,023
6,084
nurse
31
male
district
rural
17
0
1
1
0
0
other
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
2,021
6,085
other
24
female
district
peri_urban
22
1
0
0
0
0
other
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,023
6,086
chw
38
male
district
rural
3
0
1
0
0
0
data_management
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,021
6,087
chw
29
female
community
urban
14
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
1
0
2,023
6,088
clinical_officer
30
male
district
peri_urban
7
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
1
0
0
2,022
6,089
clinical_officer
41
female
health_centre
remote
7
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
2,023
6,090
clinical_officer
34
male
health_centre
urban
6
0
0
0
0
0
leadership
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
2,020
6,091
doctor
29
male
clinic
rural
21
0
0
0
0
0
infection_prevention
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,023
6,092
chw
50
female
community
urban
3
1
0
0
1
0
emergency_care
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
1
0
0
2,023
6,093
nurse
32
female
clinic
urban
11
0
1
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
2,021
6,094
lab_tech
32
female
clinic
urban
5
0
0
0
0
0
other
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
1
0
2,022
6,095
chw
38
female
community
rural
3
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
0
0
2,021
6,096
chw
31
male
community
remote
0
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
0
0
0
2,022
6,097
nurse
32
male
health_centre
rural
0
0
0
1
0
0
emergency_care
video
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,020
6,098
nurse
34
male
health_centre
urban
5
1
0
1
1
0
emergency_care
video
none
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2,023
6,099
nurse
47
female
health_centre
remote
13
0
0
0
0
0
data_management
blended
none
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
0
2,021
6,100
other
46
female
community
urban
19
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
2,022