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
4,901
chw
38
female
community
rural
14
0
0
0
0
0
leadership
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,020
4,902
nurse
29
male
community
rural
15
0
0
1
0
0
emergency_care
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,022
4,903
nurse
29
female
clinic
rural
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
1
1
0
0
2,020
4,904
midwife
20
female
clinic
peri_urban
12
0
0
0
0
0
clinical_skills
text_module
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
1
0
0
2,022
4,905
other
31
female
district
urban
19
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
4,906
clinical_officer
34
female
district
rural
11
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
1
0
2,023
4,907
midwife
33
female
district
remote
3
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
4,908
nurse
25
female
community
peri_urban
0
0
0
0
0
0
lab_techniques
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,022
4,909
midwife
20
female
health_centre
rural
0
1
0
0
0
0
leadership
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,020
4,910
nurse
35
male
health_centre
rural
12
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
4,911
chw
41
female
community
urban
23
1
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
4,912
lab_tech
55
male
clinic
peri_urban
14
0
0
0
0
0
maternal_health
interactive
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,022
4,913
nurse
23
female
health_centre
peri_urban
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
2,020
4,914
doctor
32
female
community
urban
7
1
0
0
0
0
data_management
mobile_app
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
0
2,023
4,915
other
32
male
health_centre
remote
8
0
1
0
0
0
data_management
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
0
2,021
4,916
nurse
42
female
health_centre
urban
0
0
0
0
0
1
infection_prevention
blended
custom
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,022
4,917
lab_tech
54
male
health_centre
urban
12
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
4,918
other
37
male
district
remote
23
0
1
0
0
1
infection_prevention
blended
youtube
1
1
3.8
3
1
0
1
1
0
1
1
0
1
1
1
1
0
4
2,021
4,919
chw
40
male
health_centre
rural
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
2,020
4,920
chw
41
female
clinic
urban
2
1
0
1
0
0
mental_health
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
2,021
4,921
other
37
male
health_centre
rural
4
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
2,021
4,922
nurse
52
female
district
rural
3
0
0
0
0
1
lab_techniques
video
moodle
1
1
4.3
3
1
0
1
0
1
0
0
0
1
1
0
0
0
6
2,022
4,923
nurse
50
female
clinic
rural
28
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
4,924
nurse
28
male
health_centre
urban
1
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
1
1
0
2,021
4,925
midwife
20
female
health_centre
remote
16
0
0
0
0
1
emergency_care
text_module
moodle
1
0
6
6
0
0
0
0
0
0
0
1
1
1
0
1
0
4
2,019
4,926
lab_tech
30
female
tertiary
urban
4
0
0
1
0
1
emergency_care
video
openwho
1
0
8.3
4
0
0
0
0
0
0
0
0
0
1
0
0
0
5
2,023
4,927
other
27
male
district
peri_urban
15
1
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
1
0
2,023
4,928
chw
36
male
tertiary
rural
6
0
0
0
0
1
hiv_management
whatsapp_group
moodle
1
0
7.9
3
0
0
0
0
1
0
0
0
1
1
1
0
0
7
2,023
4,929
nurse
27
male
health_centre
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
1
0
0
2,020
4,930
nurse
34
female
health_centre
rural
4
0
0
0
0
0
leadership
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,022
4,931
midwife
40
female
clinic
peri_urban
28
1
0
0
0
0
hiv_management
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
1
0
2,021
4,932
midwife
46
female
community
remote
4
1
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
4,933
chw
45
male
tertiary
remote
0
1
1
0
1
0
clinical_skills
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
0
2,023
4,934
clinical_officer
25
male
community
urban
2
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
2,021
4,935
midwife
31
male
health_centre
rural
1
0
0
1
0
0
clinical_skills
interactive
none
0
0
0
0
0
0
0
0
0
0
1
0
0
1
1
0
0
0
2,023
4,936
chw
24
female
health_centre
peri_urban
3
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
4,937
lab_tech
37
male
district
remote
0
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
2,023
4,938
doctor
41
male
health_centre
rural
16
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
4,939
clinical_officer
44
female
clinic
peri_urban
12
0
0
0
0
0
leadership
simulation
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,022
4,940
midwife
42
female
clinic
rural
0
0
1
0
0
0
lab_techniques
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,023
4,941
chw
40
male
health_centre
urban
2
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
4,942
nurse
32
female
community
urban
2
1
0
1
0
0
lab_techniques
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
2,023
4,943
nurse
20
male
clinic
remote
6
0
0
0
0
0
other
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
0
0
0
2,023
4,944
other
50
female
tertiary
peri_urban
7
1
1
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
4,945
nurse
37
male
clinic
urban
45
1
1
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
2,023
4,946
lab_tech
24
female
district
rural
10
1
0
0
1
0
clinical_skills
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
1
0
1
0
1
0
0
0
2,020
4,947
chw
47
male
community
rural
2
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
2,023
4,948
lab_tech
47
female
community
urban
9
1
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
2,022
4,949
chw
28
male
clinic
urban
18
0
1
0
0
0
hiv_management
interactive
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
0
2,022
4,950
pharmacist
52
female
tertiary
remote
11
0
1
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
2,020
4,951
pharmacist
29
male
community
remote
5
1
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
0
0
2,021
4,952
chw
34
male
clinic
remote
9
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
0
0
0
2,023
4,953
nurse
42
male
tertiary
urban
9
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
1
0
0
2,021
4,954
chw
36
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
1
1
1
0
1
1
0
2,022
4,955
pharmacist
32
female
clinic
peri_urban
4
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
2,020
4,956
pharmacist
32
female
tertiary
rural
4
0
0
0
0
0
clinical_skills
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
0
1
0
2,019
4,957
lab_tech
48
male
tertiary
remote
8
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
4,958
nurse
41
female
clinic
urban
2
1
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
4,959
doctor
38
female
health_centre
urban
8
1
0
0
1
0
maternal_health
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
0
2,019
4,960
chw
34
male
district
remote
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
1
0
0
2,021
4,961
chw
55
female
clinic
urban
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
0
0
0
0
2,020
4,962
chw
30
female
health_centre
peri_urban
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
0
0
1
0
2,022
4,963
nurse
34
male
clinic
rural
1
0
0
0
0
0
leadership
video
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
1
0
0
2,021
4,964
chw
35
female
clinic
remote
2
0
0
0
0
0
data_management
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
0
2,023
4,965
nurse
34
female
health_centre
peri_urban
3
1
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
2,022
4,966
doctor
37
female
tertiary
urban
14
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
0
0
2,022
4,967
nurse
49
male
health_centre
remote
6
0
0
0
0
0
infection_prevention
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,022
4,968
chw
20
female
tertiary
urban
0
0
0
0
0
1
maternal_health
video
custom
1
0
3.4
3
0
0
0
0
1
0
0
0
1
1
0
0
0
3
2,020
4,969
chw
46
female
clinic
urban
10
0
1
0
0
0
emergency_care
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,022
4,970
midwife
28
female
district
remote
1
0
1
0
0
1
other
interactive
other
1
0
5.1
5
0
0
0
0
0
0
0
0
1
1
1
0
1
5
2,021
4,971
chw
22
female
community
rural
6
0
0
0
0
1
clinical_skills
mobile_app
custom
1
0
4.1
1
0
0
0
0
1
0
1
0
1
1
0
1
0
9
2,022
4,972
midwife
40
male
district
urban
4
0
1
0
0
0
maternal_health
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,022
4,973
nurse
28
female
district
rural
17
0
0
0
0
0
mental_health
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
0
2,023
4,974
nurse
28
female
district
rural
4
0
1
0
0
0
infection_prevention
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,023
4,975
doctor
42
male
tertiary
peri_urban
21
0
0
0
0
1
leadership
mobile_app
other
1
0
3.7
5
0
0
0
0
1
0
0
0
1
1
0
0
0
6
2,023
4,976
nurse
25
female
tertiary
remote
1
0
0
0
0
0
lab_techniques
simulation
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,020
4,977
other
22
male
clinic
rural
11
1
0
0
0
0
lab_techniques
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
1
0
2,021
4,978
pharmacist
28
female
community
peri_urban
2
0
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
2,022
4,979
midwife
37
male
community
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
1
0
0
0
2,023
4,980
doctor
49
female
community
rural
0
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
2,021
4,981
midwife
32
male
health_centre
rural
7
0
0
0
0
0
emergency_care
interactive
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
0
0
0
2,020
4,982
clinical_officer
24
female
clinic
rural
9
0
0
0
0
0
other
interactive
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
0
2,023
4,983
pharmacist
33
female
community
urban
2
1
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
2,023
4,984
clinical_officer
26
female
health_centre
remote
5
0
0
1
0
1
infection_prevention
text_module
youtube
1
1
4.2
4
1
0
1
0
0
0
0
0
0
1
0
0
0
5
2,021
4,985
clinical_officer
25
male
clinic
rural
20
0
0
1
0
0
infection_prevention
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
0
0
2,021
4,986
nurse
40
female
district
urban
5
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
0
0
0
2,021
4,987
clinical_officer
54
female
clinic
rural
4
0
0
1
0
0
clinical_skills
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
2,023
4,988
clinical_officer
24
male
tertiary
rural
37
0
1
0
0
0
mental_health
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,023
4,989
nurse
26
female
district
peri_urban
1
0
0
1
0
0
hiv_management
mobile_app
none
0
0
0
0
0
0
0
0
0
0
1
0
0
1
1
1
1
0
2,023
4,990
nurse
35
female
district
remote
23
0
0
0
0
0
other
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
0
0
0
2,023
4,991
other
26
male
clinic
rural
1
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
2,021
4,992
clinical_officer
25
male
tertiary
remote
9
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
2,022
4,993
pharmacist
20
female
district
peri_urban
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
2,020
4,994
chw
35
female
district
rural
1
1
0
0
0
1
clinical_skills
text_module
youtube
1
0
5.4
5
0
0
0
0
0
0
0
0
1
1
0
0
0
2
2,022
4,995
chw
20
female
health_centre
rural
2
0
0
0
0
0
emergency_care
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
2,021
4,996
chw
41
female
clinic
rural
18
1
0
0
0
0
emergency_care
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
1
0
2,023
4,997
lab_tech
26
female
clinic
peri_urban
14
1
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
2,022
4,998
chw
29
female
clinic
rural
15
0
0
1
0
0
hiv_management
blended
none
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
0
0
2,021
4,999
pharmacist
29
female
district
peri_urban
4
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
2,023
5,000
lab_tech
35
male
health_centre
peri_urban
15
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
0
0
0
2,022