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
4,801
chw
48
male
district
urban
6
1
0
1
0
0
hiv_management
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
2,022
4,802
midwife
38
male
community
remote
14
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
4,803
clinical_officer
48
male
district
urban
7
1
1
0
0
1
hiv_management
mobile_app
youtube
1
0
2.5
7
0
0
0
0
0
0
0
0
1
1
0
0
0
3
2,020
4,804
doctor
36
female
district
urban
38
0
0
1
0
1
data_management
text_module
whatsapp
1
1
6.7
2
1
0
1
0
0
1
0
0
0
1
1
1
0
5
2,020
4,805
midwife
26
female
health_centre
remote
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
0
0
2,021
4,806
doctor
47
male
health_centre
peri_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
1
0
0
2,020
4,807
chw
31
male
health_centre
peri_urban
13
1
0
0
0
0
clinical_skills
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,021
4,808
other
28
male
district
rural
3
1
0
0
0
1
leadership
blended
other
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
2,023
4,809
chw
49
female
health_centre
remote
2
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
1
0
0
2,023
4,810
nurse
46
female
health_centre
urban
25
0
0
1
0
0
other
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
2,020
4,811
nurse
32
female
health_centre
peri_urban
0
0
1
0
0
0
hiv_management
text_module
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
1
0
0
2,021
4,812
midwife
27
female
clinic
remote
0
0
0
1
0
0
maternal_health
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,022
4,813
nurse
44
male
district
rural
9
0
1
1
0
0
clinical_skills
interactive
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
2,021
4,814
clinical_officer
27
female
district
remote
2
1
0
0
0
1
clinical_skills
interactive
moodle
1
0
1.2
4
0
0
0
0
0
0
1
1
1
1
1
0
1
6
2,023
4,815
other
41
male
health_centre
remote
21
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
2,023
4,816
doctor
49
female
clinic
urban
2
1
0
0
1
0
emergency_care
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
2,021
4,817
chw
29
male
health_centre
urban
2
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
2,023
4,818
midwife
35
male
clinic
peri_urban
4
1
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
2,020
4,819
midwife
32
female
district
peri_urban
1
0
0
1
0
0
other
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,019
4,820
lab_tech
20
male
clinic
remote
9
0
0
0
0
0
clinical_skills
interactive
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
0
1
0
2,022
4,821
nurse
43
male
health_centre
remote
12
0
1
1
0
0
other
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
2,023
4,822
clinical_officer
39
female
health_centre
remote
1
1
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
2,022
4,823
doctor
29
male
community
remote
7
1
0
0
1
0
clinical_skills
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
0
2,020
4,824
clinical_officer
36
female
health_centre
remote
8
0
0
1
0
0
other
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,021
4,825
nurse
20
male
district
remote
6
0
0
0
0
1
mental_health
mobile_app
whatsapp
1
0
3.9
5
0
0
0
0
0
0
0
1
1
1
0
0
0
2
2,023
4,826
lab_tech
34
female
health_centre
rural
5
0
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
2,022
4,827
other
33
female
health_centre
urban
6
1
0
0
0
1
mental_health
whatsapp_group
youtube
1
0
2.7
7
0
0
0
0
0
0
0
1
1
1
1
0
0
6
2,020
4,828
lab_tech
45
female
clinic
remote
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
1
0
2,022
4,829
doctor
40
female
clinic
rural
11
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
1
0
2,022
4,830
midwife
31
female
health_centre
peri_urban
5
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
1
0
0
2,021
4,831
pharmacist
37
male
clinic
peri_urban
8
1
0
0
0
0
hiv_management
interactive
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
0
2,022
4,832
pharmacist
35
female
community
peri_urban
9
1
0
0
0
0
mental_health
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,023
4,833
other
51
male
district
remote
10
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
2,020
4,834
chw
37
female
health_centre
urban
24
0
1
0
0
1
clinical_skills
mobile_app
whatsapp
1
0
11.2
1
0
0
0
0
1
0
0
1
1
1
1
1
0
5
2,020
4,835
clinical_officer
33
female
community
rural
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
1
0
0
0
2,023
4,836
nurse
24
female
clinic
urban
30
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
2,021
4,837
other
35
female
tertiary
remote
22
0
0
0
0
0
data_management
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,020
4,838
pharmacist
26
male
community
urban
0
0
0
0
0
0
other
mobile_app
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
0
1
0
2,023
4,839
chw
40
female
health_centre
peri_urban
2
0
1
0
0
0
clinical_skills
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
1
0
2,022
4,840
lab_tech
37
male
tertiary
urban
3
1
0
1
0
1
other
blended
openwho
1
0
1
9
0
0
0
0
0
0
0
0
0
1
0
1
1
5
2,023
4,841
chw
20
female
health_centre
urban
7
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
0
1
0
2,023
4,842
pharmacist
33
male
district
remote
6
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
0
0
0
2,023
4,843
midwife
43
female
district
urban
8
0
0
0
0
0
clinical_skills
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,020
4,844
doctor
49
male
health_centre
urban
0
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
2,020
4,845
lab_tech
25
female
tertiary
urban
5
0
1
0
0
0
clinical_skills
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
0
2,021
4,846
other
43
female
health_centre
urban
0
0
0
0
0
1
emergency_care
interactive
whatsapp
1
0
2
2
0
0
0
0
1
0
0
0
1
1
1
0
1
6
2,021
4,847
chw
57
male
community
peri_urban
12
1
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
2,022
4,848
chw
35
male
district
peri_urban
3
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
0
0
2,022
4,849
chw
26
female
health_centre
rural
11
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
1
0
2,021
4,850
lab_tech
42
male
clinic
urban
6
1
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
1
0
2,023
4,851
pharmacist
25
female
clinic
urban
5
1
0
0
1
0
lab_techniques
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
2,021
4,852
lab_tech
36
male
tertiary
remote
5
0
0
0
0
0
other
video
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
0
2,022
4,853
chw
22
female
tertiary
peri_urban
1
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
2,022
4,854
nurse
35
male
clinic
urban
12
1
1
0
0
0
mental_health
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
2,023
4,855
chw
44
female
health_centre
urban
20
0
0
1
0
0
infection_prevention
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,022
4,856
clinical_officer
20
male
health_centre
rural
3
0
0
0
0
0
lab_techniques
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,023
4,857
nurse
49
male
health_centre
peri_urban
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
1
0
0
2,023
4,858
chw
27
female
tertiary
remote
6
0
0
0
0
1
mental_health
blended
openwho
1
0
29.3
4
0
0
0
0
1
0
0
0
1
1
1
0
0
5
2,021
4,859
doctor
38
female
community
peri_urban
28
0
0
1
0
0
maternal_health
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
2,021
4,860
midwife
23
female
district
rural
13
1
0
0
0
0
mental_health
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,022
4,861
chw
37
male
health_centre
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
2,021
4,862
lab_tech
40
female
community
rural
1
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
1
0
2,023
4,863
nurse
39
female
community
urban
1
0
1
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
4,864
nurse
33
female
health_centre
urban
2
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
1
0
0
2,019
4,865
midwife
31
female
health_centre
remote
6
0
0
0
0
1
infection_prevention
whatsapp_group
whatsapp
1
0
7.5
1
0
0
0
0
0
0
0
0
1
1
0
0
0
6
2,021
4,866
nurse
28
female
health_centre
remote
5
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
1
0
2,019
4,867
nurse
30
female
community
remote
9
1
1
0
0
0
other
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,022
4,868
nurse
35
male
community
rural
5
0
1
0
0
0
leadership
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,023
4,869
lab_tech
31
female
clinic
remote
11
0
0
0
0
0
leadership
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,020
4,870
nurse
30
female
clinic
peri_urban
0
0
0
0
0
1
maternal_health
text_module
custom
1
0
9.2
6
0
0
0
0
0
0
0
0
1
1
0
1
0
1
2,021
4,871
clinical_officer
34
male
district
peri_urban
0
0
1
1
0
0
data_management
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
2,021
4,872
clinical_officer
27
male
community
peri_urban
12
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
0
0
0
2,023
4,873
nurse
20
male
community
remote
6
0
0
0
0
0
other
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,021
4,874
chw
36
female
community
peri_urban
12
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
4,875
chw
31
male
health_centre
peri_urban
4
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
2,020
4,876
chw
21
female
district
rural
4
0
0
0
0
1
other
whatsapp_group
youtube
1
0
2.8
2
0
0
0
0
0
0
0
0
1
1
0
0
0
4
2,023
4,877
other
22
male
district
remote
8
0
0
0
0
1
lab_techniques
interactive
custom
1
1
8.6
5
1
0
0
0
1
0
1
1
1
1
0
0
0
3
2,022
4,878
pharmacist
41
female
community
rural
0
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
2,020
4,879
midwife
37
female
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
0
1
0
0
2,022
4,880
midwife
32
female
community
urban
2
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
1
0
2,020
4,881
lab_tech
26
female
community
urban
4
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
1
0
2,022
4,882
other
28
female
district
rural
4
0
0
0
0
0
other
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,023
4,883
chw
44
female
health_centre
peri_urban
1
1
0
0
0
0
clinical_skills
video
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
2,021
4,884
doctor
43
female
community
remote
1
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
2,021
4,885
pharmacist
46
male
clinic
rural
3
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
1
0
0
2,022
4,886
midwife
33
female
clinic
urban
12
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
1
0
0
2,023
4,887
chw
28
female
district
rural
10
0
0
1
0
0
lab_techniques
interactive
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
0
0
2,022
4,888
nurse
37
male
health_centre
rural
1
0
1
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
2,022
4,889
chw
27
female
tertiary
remote
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
0
0
0
2,022
4,890
chw
43
female
community
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
4,891
nurse
30
female
health_centre
remote
19
0
0
0
0
0
clinical_skills
text_module
none
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
0
2,022
4,892
midwife
36
female
clinic
rural
27
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
2,022
4,893
clinical_officer
39
female
clinic
rural
1
0
0
0
0
0
clinical_skills
interactive
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
0
2,023
4,894
nurse
25
female
clinic
remote
0
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
1
0
0
2,023
4,895
doctor
23
male
clinic
urban
2
1
0
0
0
1
maternal_health
text_module
custom
1
0
3
1
0
0
0
0
1
0
0
0
1
1
1
1
0
2
2,023
4,896
nurse
44
male
clinic
remote
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
1
0
0
0
2,022
4,897
other
20
female
health_centre
rural
11
0
0
0
0
1
other
blended
other
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
0
2,023
4,898
nurse
24
female
clinic
remote
12
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
4,899
other
34
female
health_centre
remote
1
0
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
2,020
4,900
midwife
29
male
district
remote
17
0
1
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
2,022