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
8,801
midwife
22
female
health_centre
urban
17
0
0
0
0
0
mental_health
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
0
2,022
8,802
other
32
female
health_centre
urban
1
0
0
1
0
0
leadership
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,019
8,803
nurse
44
male
clinic
remote
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
2,023
8,804
chw
35
male
clinic
peri_urban
6
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
2,022
8,805
nurse
20
male
district
peri_urban
6
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
1
0
0
2,021
8,806
pharmacist
36
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
0
1
1
1
1
0
0
2,020
8,807
pharmacist
31
female
district
urban
6
1
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
2,019
8,808
nurse
35
female
clinic
peri_urban
5
1
1
0
1
0
emergency_care
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
2,021
8,809
nurse
28
female
tertiary
peri_urban
5
0
0
0
0
1
leadership
whatsapp_group
whatsapp
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,020
8,810
other
27
female
tertiary
remote
2
0
0
0
0
1
leadership
interactive
youtube
1
0
5.9
4
0
0
0
0
0
0
0
0
1
1
1
0
1
5
2,023
8,811
midwife
36
male
district
urban
6
0
0
0
0
0
data_management
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,021
8,812
midwife
20
female
community
urban
7
1
0
1
0
1
infection_prevention
blended
whatsapp
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
2,020
8,813
chw
38
male
clinic
urban
19
1
0
1
0
1
hiv_management
video
openwho
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
2,023
8,814
doctor
30
male
tertiary
urban
3
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
2,021
8,815
midwife
24
female
tertiary
urban
0
0
0
0
0
1
maternal_health
text_module
other
1
0
3.7
3
0
0
0
0
0
0
0
1
1
1
1
1
0
3
2,023
8,816
midwife
46
female
community
rural
14
0
0
0
0
1
infection_prevention
simulation
other
1
0
1.8
2
0
0
0
0
0
0
0
0
1
1
1
1
1
4
2,023
8,817
other
37
female
district
rural
9
0
0
0
0
0
maternal_health
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,021
8,818
other
31
female
health_centre
rural
6
0
0
0
0
0
mental_health
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,023
8,819
nurse
31
female
health_centre
rural
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
2,022
8,820
midwife
40
male
health_centre
rural
16
0
0
0
0
0
hiv_management
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
2,022
8,821
nurse
44
female
clinic
peri_urban
18
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
2,023
8,822
other
44
female
community
urban
17
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
2,020
8,823
midwife
26
male
health_centre
remote
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
0
0
0
0
2,023
8,824
lab_tech
26
female
district
urban
6
0
0
0
0
1
lab_techniques
mobile_app
youtube
1
0
6.4
5
0
0
0
0
1
0
0
0
1
1
0
0
0
6
2,019
8,825
other
33
male
health_centre
rural
5
1
0
0
1
0
maternal_health
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
2,022
8,826
doctor
24
male
district
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
0
0
1
0
2,022
8,827
midwife
28
female
community
rural
8
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
8,828
other
38
male
health_centre
rural
3
0
0
0
0
1
mental_health
mobile_app
custom
1
0
1.6
5
0
0
0
0
0
0
1
0
1
1
1
0
0
2
2,023
8,829
chw
35
male
health_centre
urban
1
1
0
1
0
0
maternal_health
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
2,020
8,830
midwife
35
male
clinic
urban
3
0
0
1
0
0
lab_techniques
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,023
8,831
lab_tech
20
female
health_centre
rural
8
1
1
0
0
1
clinical_skills
blended
openwho
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,023
8,832
lab_tech
23
female
health_centre
remote
7
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
2,021
8,833
clinical_officer
42
male
district
rural
4
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
0
0
0
2,020
8,834
lab_tech
23
female
health_centre
urban
4
1
0
0
0
0
emergency_care
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
2,023
8,835
nurse
33
female
community
rural
6
0
0
0
0
1
hiv_management
whatsapp_group
whatsapp
1
1
4.9
4
1
0
0
0
1
0
0
1
1
1
1
0
0
4
2,023
8,836
nurse
31
female
health_centre
remote
1
0
0
0
0
0
clinical_skills
video
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
1
0
2,022
8,837
nurse
42
male
community
rural
0
0
1
0
0
1
data_management
text_module
openwho
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
2,022
8,838
midwife
30
female
clinic
urban
6
1
0
1
1
0
infection_prevention
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
0
0
2,021
8,839
doctor
43
female
community
remote
3
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
2,021
8,840
nurse
45
female
health_centre
peri_urban
2
1
0
0
0
1
maternal_health
text_module
moodle
1
1
14.5
6
1
0
1
0
0
0
0
0
1
1
0
0
0
4
2,022
8,841
nurse
46
female
community
remote
5
1
0
0
1
0
clinical_skills
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
2,021
8,842
chw
20
male
health_centre
peri_urban
4
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
2,023
8,843
chw
23
male
health_centre
urban
3
0
0
1
0
0
infection_prevention
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,020
8,844
other
27
female
community
urban
2
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
0
0
0
2,021
8,845
other
26
female
clinic
urban
3
0
1
1
0
0
leadership
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,023
8,846
doctor
46
male
clinic
peri_urban
4
0
0
1
0
0
maternal_health
video
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
2,019
8,847
nurse
42
male
clinic
peri_urban
3
0
1
0
0
0
other
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,021
8,848
doctor
29
male
district
remote
12
0
0
0
0
1
data_management
mobile_app
whatsapp
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,023
8,849
pharmacist
40
female
tertiary
rural
18
0
0
0
0
0
other
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
2,022
8,850
other
28
female
community
peri_urban
10
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
0
0
2,021
8,851
midwife
25
female
health_centre
peri_urban
8
0
0
0
0
0
infection_prevention
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,020
8,852
chw
57
female
community
urban
19
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
1
0
0
2,023
8,853
chw
32
male
district
rural
14
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
0
0
2,022
8,854
other
27
female
tertiary
urban
8
0
0
0
0
0
other
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
1
0
2,022
8,855
lab_tech
52
female
health_centre
peri_urban
2
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
1
0
0
2,022
8,856
other
20
female
tertiary
rural
8
0
0
0
0
0
maternal_health
interactive
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
0
2,022
8,857
lab_tech
33
male
health_centre
urban
4
1
1
0
0
0
other
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
2,023
8,858
doctor
31
female
district
urban
10
1
0
0
0
0
leadership
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,022
8,859
midwife
43
male
clinic
remote
8
0
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
2,020
8,860
pharmacist
23
female
health_centre
remote
8
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
0
0
0
2,023
8,861
chw
33
female
health_centre
rural
6
1
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
8,862
chw
42
male
district
remote
2
1
1
0
0
0
infection_prevention
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,023
8,863
clinical_officer
39
female
district
rural
24
0
0
0
0
1
lab_techniques
whatsapp_group
custom
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,023
8,864
other
35
female
community
rural
23
0
0
0
0
0
infection_prevention
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
1
0
2,022
8,865
chw
33
female
health_centre
urban
8
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
8,866
chw
20
male
clinic
remote
15
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
0
1
0
2,023
8,867
lab_tech
28
female
community
urban
22
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
2,021
8,868
nurse
55
female
clinic
urban
0
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
2,023
8,869
nurse
20
male
health_centre
remote
11
0
0
0
0
0
infection_prevention
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,021
8,870
nurse
32
female
community
rural
7
0
0
0
0
0
mental_health
mobile_app
none
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
0
2,021
8,871
nurse
41
female
district
urban
3
0
1
0
0
1
clinical_skills
blended
custom
1
0
3.1
4
0
0
0
0
1
0
0
0
1
1
1
0
0
2
2,021
8,872
other
31
male
health_centre
urban
6
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
0
0
2,023
8,873
doctor
25
male
health_centre
rural
4
0
0
0
0
0
other
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
2,020
8,874
lab_tech
32
female
district
remote
0
0
0
0
0
0
hiv_management
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,021
8,875
chw
49
male
health_centre
urban
16
0
0
0
0
0
other
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,021
8,876
pharmacist
44
male
health_centre
urban
16
1
0
1
0
1
emergency_care
blended
youtube
1
0
5.5
4
0
0
0
0
0
0
0
0
0
1
0
0
0
4
2,020
8,877
nurse
20
male
district
peri_urban
16
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
1
0
0
2,022
8,878
nurse
29
male
tertiary
rural
1
1
0
0
0
0
hiv_management
video
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
1
0
0
2,023
8,879
clinical_officer
28
female
clinic
urban
0
0
0
0
0
0
data_management
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,019
8,880
nurse
53
female
clinic
urban
1
0
0
0
0
0
maternal_health
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,022
8,881
clinical_officer
23
female
tertiary
peri_urban
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
0
0
0
2,021
8,882
clinical_officer
36
female
health_centre
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
1
0
0
0
2,021
8,883
midwife
32
female
clinic
rural
2
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
2,023
8,884
doctor
48
male
district
peri_urban
17
1
0
0
1
1
other
interactive
openwho
1
0
2.6
3
0
0
0
0
0
0
1
0
1
0
0
1
0
6
2,019
8,885
lab_tech
44
female
clinic
remote
3
0
0
1
0
0
leadership
video
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
0
0
2,023
8,886
nurse
48
male
health_centre
rural
8
1
0
0
0
0
data_management
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,021
8,887
chw
46
female
clinic
urban
45
1
0
0
0
0
clinical_skills
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
2,022
8,888
nurse
33
male
clinic
remote
9
0
1
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
8,889
chw
42
female
community
urban
14
0
0
0
0
1
clinical_skills
blended
other
1
0
2.8
3
0
0
0
0
0
0
0
0
1
1
0
1
0
4
2,021
8,890
lab_tech
49
male
clinic
urban
7
1
0
0
1
0
data_management
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
1
0
1
0
1
0
0
0
2,023
8,891
lab_tech
43
female
health_centre
remote
0
0
0
0
0
0
maternal_health
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,022
8,892
nurse
21
male
health_centre
urban
6
0
0
0
0
0
other
interactive
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
1
0
0
2,023
8,893
nurse
21
male
community
rural
30
0
1
0
0
0
clinical_skills
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
1
0
2,022
8,894
other
26
female
health_centre
remote
1
0
0
0
0
0
hiv_management
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
2,022
8,895
lab_tech
26
male
community
remote
9
1
0
0
0
0
data_management
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
2,020
8,896
nurse
25
female
community
peri_urban
7
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
2,021
8,897
other
28
female
health_centre
rural
1
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
2,022
8,898
doctor
34
female
clinic
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
0
0
0
2,022
8,899
midwife
28
male
district
remote
9
1
0
0
0
0
hiv_management
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,021
8,900
clinical_officer
22
male
clinic
peri_urban
0
1
0
0
1
0
data_management
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
2,022