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
6,901
other
29
female
community
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
1
1
0
2,022
6,902
chw
37
female
health_centre
remote
0
0
0
0
0
0
leadership
blended
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
0
2,022
6,903
pharmacist
42
female
health_centre
peri_urban
2
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
2,021
6,904
lab_tech
25
female
district
peri_urban
15
0
1
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
2,022
6,905
other
39
male
district
rural
7
0
0
1
0
1
clinical_skills
text_module
openwho
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
2,021
6,906
chw
34
female
clinic
rural
1
0
0
0
0
0
other
simulation
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
0
2,021
6,907
nurse
27
female
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
0
0
0
2,021
6,908
other
29
male
health_centre
rural
2
0
0
0
0
1
emergency_care
blended
openwho
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,022
6,909
midwife
42
female
clinic
remote
39
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
1
0
0
2,021
6,910
chw
20
male
tertiary
peri_urban
3
1
0
1
0
1
emergency_care
video
whatsapp
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
2,022
6,911
midwife
46
male
tertiary
remote
7
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
2,020
6,912
nurse
48
male
health_centre
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
1
0
0
0
2,022
6,913
midwife
34
female
community
rural
4
0
0
0
0
0
maternal_health
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,022
6,914
other
24
female
health_centre
remote
2
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
2,023
6,915
other
37
male
health_centre
remote
0
0
0
0
0
0
lab_techniques
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,023
6,916
clinical_officer
46
female
district
urban
0
0
0
0
0
0
mental_health
text_module
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
1
0
0
2,023
6,917
nurse
49
male
community
peri_urban
1
0
0
0
0
0
maternal_health
mobile_app
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
0
2,020
6,918
pharmacist
35
male
district
urban
8
1
0
1
0
0
data_management
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
2,022
6,919
lab_tech
25
male
health_centre
peri_urban
11
0
0
0
0
0
mental_health
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
2,020
6,920
other
26
male
district
rural
2
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
1
0
2,023
6,921
lab_tech
29
female
health_centre
rural
2
1
0
0
0
0
leadership
interactive
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
1
0
0
2,023
6,922
other
37
female
clinic
peri_urban
11
1
0
0
1
0
emergency_care
simulation
none
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
0
2,023
6,923
other
34
male
clinic
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
1
0
0
0
2,023
6,924
nurse
45
female
health_centre
remote
13
0
0
1
0
0
clinical_skills
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,020
6,925
lab_tech
37
male
health_centre
urban
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
6,926
midwife
32
female
community
peri_urban
7
1
1
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
2,022
6,927
chw
40
male
health_centre
rural
1
0
0
0
0
0
other
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,021
6,928
chw
45
female
community
urban
9
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
0
0
0
2,020
6,929
chw
28
female
health_centre
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
0
1
0
0
2,022
6,930
chw
35
female
district
remote
63
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
0
0
0
2,022
6,931
chw
36
female
clinic
remote
3
0
0
0
0
0
lab_techniques
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,023
6,932
lab_tech
25
female
health_centre
peri_urban
11
0
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
0
0
2,021
6,933
nurse
41
female
health_centre
rural
0
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
2,023
6,934
clinical_officer
32
female
community
peri_urban
1
0
0
0
0
0
clinical_skills
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,023
6,935
nurse
29
male
health_centre
peri_urban
1
0
0
0
0
0
emergency_care
video
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
0
2,020
6,936
pharmacist
46
male
district
peri_urban
21
0
0
1
0
1
maternal_health
interactive
other
1
0
2.9
2
0
0
0
0
0
0
0
1
0
1
0
0
0
4
2,022
6,937
chw
43
male
district
urban
3
0
0
1
0
0
leadership
video
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,020
6,938
clinical_officer
33
female
community
rural
0
0
0
0
0
0
hiv_management
simulation
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
2,022
6,939
lab_tech
30
female
community
remote
15
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
1
0
0
2,022
6,940
other
60
female
community
rural
11
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
2,023
6,941
midwife
35
female
health_centre
remote
2
0
0
0
0
0
clinical_skills
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
2,023
6,942
nurse
38
female
clinic
remote
1
0
0
1
0
0
clinical_skills
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
2,021
6,943
nurse
33
female
health_centre
remote
11
0
0
0
0
0
mental_health
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
1
0
2,023
6,944
doctor
31
male
district
rural
0
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
2,020
6,945
chw
23
female
health_centre
urban
11
0
0
0
0
1
infection_prevention
text_module
openwho
1
1
2.3
5
1
0
1
1
0
1
0
0
1
1
0
0
0
5
2,023
6,946
midwife
26
female
district
urban
2
0
1
1
0
0
leadership
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
2,022
6,947
chw
33
female
health_centre
urban
2
1
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
2,023
6,948
pharmacist
33
female
health_centre
urban
3
0
0
0
0
1
data_management
interactive
custom
1
0
2.1
4
0
0
0
0
0
0
0
0
1
1
1
1
0
6
2,023
6,949
nurse
28
male
clinic
peri_urban
20
0
0
1
0
0
leadership
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
2,021
6,950
nurse
30
female
district
remote
0
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
2,022
6,951
lab_tech
41
female
clinic
peri_urban
13
0
0
1
0
0
infection_prevention
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
2,023
6,952
nurse
45
male
district
remote
3
0
0
0
0
0
infection_prevention
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
1
0
2,022
6,953
nurse
42
female
clinic
remote
4
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
2,021
6,954
midwife
59
female
clinic
remote
3
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
6,955
clinical_officer
29
male
community
urban
14
0
0
0
0
1
maternal_health
text_module
openwho
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,022
6,956
other
39
female
health_centre
remote
2
0
0
0
0
0
data_management
interactive
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
0
2,023
6,957
chw
20
female
clinic
rural
13
1
0
0
1
0
other
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
0
2,023
6,958
nurse
34
female
district
rural
8
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
0
0
2,023
6,959
chw
23
female
district
remote
0
0
1
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
2,022
6,960
nurse
34
male
community
urban
23
0
1
0
0
0
maternal_health
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,021
6,961
doctor
44
female
clinic
urban
0
0
0
0
0
0
clinical_skills
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
0
2,021
6,962
midwife
28
female
health_centre
peri_urban
1
1
0
0
1
1
leadership
blended
moodle
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
2,022
6,963
midwife
29
male
tertiary
rural
22
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
6,964
chw
21
male
health_centre
remote
17
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
6,965
nurse
30
female
health_centre
remote
2
0
0
1
0
0
lab_techniques
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
2,023
6,966
pharmacist
42
female
tertiary
rural
6
0
0
0
0
1
lab_techniques
whatsapp_group
whatsapp
1
0
10
4
0
0
0
0
1
0
0
1
1
1
1
0
0
6
2,021
6,967
pharmacist
37
male
community
rural
11
1
0
0
0
0
leadership
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,023
6,968
chw
49
female
community
remote
0
0
0
0
0
0
maternal_health
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,019
6,969
nurse
37
male
community
peri_urban
3
0
0
0
0
0
leadership
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,022
6,970
nurse
20
male
community
peri_urban
7
0
0
0
0
0
leadership
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,023
6,971
doctor
29
female
clinic
remote
9
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
2,023
6,972
lab_tech
38
female
clinic
urban
10
0
0
0
0
0
other
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
1
0
2,021
6,973
clinical_officer
42
female
community
peri_urban
2
1
0
1
1
0
maternal_health
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
2,020
6,974
clinical_officer
27
female
community
remote
10
0
0
1
0
0
leadership
blended
none
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
1
0
0
2,020
6,975
chw
55
female
district
peri_urban
1
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
2,023
6,976
chw
39
male
health_centre
remote
21
0
0
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
2,021
6,977
nurse
37
female
community
peri_urban
1
0
0
0
0
0
lab_techniques
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,023
6,978
lab_tech
20
male
clinic
peri_urban
7
0
0
0
0
0
data_management
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
2,022
6,979
nurse
42
female
health_centre
urban
6
0
0
1
0
1
clinical_skills
text_module
moodle
1
0
12.8
2
0
0
0
0
0
0
0
1
0
1
0
1
0
3
2,021
6,980
other
24
female
health_centre
rural
3
1
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
2,022
6,981
other
21
female
district
peri_urban
16
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
2,019
6,982
clinical_officer
31
female
community
rural
4
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
1
0
0
2,020
6,983
nurse
50
male
district
rural
1
0
0
0
0
0
emergency_care
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,020
6,984
pharmacist
47
female
clinic
remote
9
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
2,019
6,985
other
20
male
health_centre
peri_urban
9
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
6,986
midwife
32
female
health_centre
peri_urban
1
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
0
0
2,019
6,987
chw
34
female
district
urban
13
0
0
0
0
0
maternal_health
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
1
0
2,023
6,988
clinical_officer
47
male
health_centre
remote
4
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
2,023
6,989
chw
26
male
health_centre
rural
4
0
0
0
0
0
other
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,021
6,990
midwife
30
female
community
remote
4
0
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
2,023
6,991
pharmacist
34
female
clinic
rural
21
1
0
0
0
0
lab_techniques
interactive
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
0
2,021
6,992
nurse
30
male
clinic
rural
2
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
6,993
nurse
20
female
health_centre
rural
1
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
6,994
chw
26
male
clinic
remote
4
0
0
0
0
0
other
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,021
6,995
nurse
31
female
tertiary
peri_urban
0
0
0
0
0
0
data_management
interactive
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
2,022
6,996
nurse
39
female
clinic
urban
8
0
0
0
0
0
data_management
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
0
2,023
6,997
nurse
40
male
health_centre
remote
58
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
2,023
6,998
nurse
38
male
clinic
remote
1
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
2,023
6,999
clinical_officer
32
female
clinic
peri_urban
1
0
0
0
0
0
clinical_skills
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
2,022
7,000
midwife
36
male
district
urban
18
0
1
0
0
1
lab_techniques
video
custom
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,022