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
4,101
pharmacist
43
female
community
peri_urban
0
1
0
1
0
0
maternal_health
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,020
4,102
doctor
35
male
clinic
remote
8
1
0
0
0
0
other
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,022
4,103
chw
38
male
clinic
urban
2
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
2,022
4,104
midwife
22
female
district
peri_urban
4
1
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
2,019
4,105
lab_tech
44
female
clinic
rural
7
1
0
0
0
0
infection_prevention
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
0
2,020
4,106
midwife
40
female
community
rural
5
0
0
0
0
0
leadership
mobile_app
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
0
2,020
4,107
chw
39
male
health_centre
rural
0
0
0
1
0
0
infection_prevention
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
1
0
0
2,019
4,108
nurse
44
female
tertiary
peri_urban
22
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
2,020
4,109
nurse
28
female
clinic
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
2,023
4,110
nurse
46
female
tertiary
rural
1
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
4,111
doctor
34
female
district
remote
6
0
0
0
0
1
leadership
blended
youtube
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,022
4,112
midwife
32
female
district
remote
40
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
1
0
2,023
4,113
midwife
29
male
health_centre
remote
7
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
2,023
4,114
nurse
22
male
district
peri_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
0
1
0
0
2,021
4,115
nurse
29
female
clinic
remote
9
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
1
0
2,019
4,116
midwife
44
female
district
rural
14
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
2,023
4,117
lab_tech
28
female
tertiary
rural
0
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
1
0
2,020
4,118
midwife
25
male
clinic
rural
5
1
0
0
0
0
lab_techniques
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
1
0
2,023
4,119
doctor
38
female
health_centre
peri_urban
8
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
1
0
2,022
4,120
chw
30
male
clinic
urban
6
1
0
0
0
1
emergency_care
interactive
whatsapp
1
0
6.5
5
0
0
0
0
0
0
0
0
1
1
0
0
0
1
2,022
4,121
clinical_officer
40
female
community
peri_urban
15
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
0
0
0
2,021
4,122
midwife
32
male
health_centre
rural
7
0
0
0
0
0
data_management
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,022
4,123
clinical_officer
33
male
health_centre
urban
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
2,022
4,124
nurse
28
female
health_centre
urban
5
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
2,021
4,125
lab_tech
35
female
tertiary
rural
7
0
0
0
0
0
maternal_health
blended
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
0
2,023
4,126
midwife
23
female
tertiary
peri_urban
3
0
0
0
0
1
clinical_skills
whatsapp_group
youtube
1
0
1.6
3
0
0
0
0
0
0
0
0
1
1
1
1
0
4
2,020
4,127
lab_tech
56
male
community
urban
9
0
0
1
0
0
other
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
2,022
4,128
pharmacist
45
female
tertiary
remote
8
0
0
0
0
1
leadership
interactive
custom
1
0
5.6
6
0
0
0
0
0
0
0
0
1
1
0
1
1
3
2,022
4,129
midwife
53
female
health_centre
urban
4
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
2,020
4,130
chw
37
male
health_centre
rural
8
0
0
0
0
0
infection_prevention
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,022
4,131
clinical_officer
40
male
community
peri_urban
1
0
1
1
0
0
hiv_management
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
2,023
4,132
chw
48
male
clinic
remote
11
0
1
0
0
0
hiv_management
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,020
4,133
midwife
20
female
district
peri_urban
4
0
0
0
0
0
maternal_health
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
2,023
4,134
lab_tech
28
female
health_centre
urban
8
1
0
1
0
0
leadership
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
2,022
4,135
nurse
26
female
district
urban
4
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
1
0
2,023
4,136
midwife
30
male
health_centre
peri_urban
4
0
0
1
0
1
lab_techniques
interactive
whatsapp
1
1
2.9
6
1
1
1
1
1
0
0
0
0
1
1
1
0
1
2,023
4,137
nurse
20
male
community
rural
8
0
0
0
0
0
emergency_care
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
2,023
4,138
nurse
20
male
district
urban
3
0
0
0
0
0
emergency_care
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,023
4,139
chw
40
female
health_centre
peri_urban
8
0
1
0
0
0
hiv_management
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,022
4,140
doctor
36
male
health_centre
peri_urban
3
1
0
0
0
0
other
interactive
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
0
2,022
4,141
midwife
48
male
district
rural
1
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
2,019
4,142
midwife
33
female
health_centre
rural
3
0
0
0
0
0
maternal_health
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,021
4,143
nurse
32
female
clinic
remote
2
0
0
1
0
1
emergency_care
blended
custom
1
1
1.8
3
1
0
0
0
1
0
0
1
0
1
0
0
0
4
2,023
4,144
midwife
34
male
community
remote
17
0
0
0
0
0
data_management
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
2,022
4,145
doctor
45
female
clinic
remote
6
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
4,146
doctor
25
female
clinic
rural
3
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
0
0
0
2,022
4,147
pharmacist
25
male
clinic
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
1
1
0
0
2,022
4,148
other
43
male
health_centre
peri_urban
0
1
0
1
1
0
maternal_health
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2,022
4,149
chw
20
male
community
urban
0
0
0
0
0
1
clinical_skills
text_module
other
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
1
0
2,021
4,150
clinical_officer
33
female
health_centre
rural
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
0
0
0
2,023
4,151
nurse
38
female
health_centre
peri_urban
0
1
0
0
0
0
infection_prevention
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,023
4,152
chw
52
female
community
rural
1
1
0
0
0
0
lab_techniques
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,021
4,153
other
51
male
community
peri_urban
4
0
1
1
0
0
data_management
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
2,022
4,154
midwife
28
male
health_centre
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
1
0
0
2,022
4,155
chw
26
male
community
urban
25
0
0
0
0
0
infection_prevention
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,019
4,156
clinical_officer
31
female
community
remote
10
0
0
0
0
0
mental_health
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
2,023
4,157
nurse
21
female
clinic
rural
6
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
2,022
4,158
midwife
39
male
clinic
rural
2
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
2,021
4,159
midwife
39
male
district
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
0
0
0
2,021
4,160
lab_tech
26
female
district
peri_urban
3
0
0
0
0
0
maternal_health
video
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,020
4,161
doctor
25
male
clinic
peri_urban
7
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
2,021
4,162
nurse
32
female
district
urban
0
1
0
0
0
0
leadership
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,021
4,163
chw
48
female
clinic
remote
2
0
0
1
0
0
lab_techniques
simulation
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
2,019
4,164
clinical_officer
30
female
community
peri_urban
14
0
0
0
0
0
emergency_care
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,023
4,165
other
35
female
district
rural
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
2,022
4,166
other
23
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
2,019
4,167
clinical_officer
31
male
tertiary
peri_urban
13
0
0
0
0
1
other
whatsapp_group
openwho
1
0
11.5
5
0
0
0
0
0
0
0
0
1
1
1
0
1
3
2,019
4,168
clinical_officer
50
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
2,023
4,169
clinical_officer
45
male
health_centre
rural
16
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
1
0
0
2,019
4,170
nurse
37
male
community
rural
24
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
2,022
4,171
lab_tech
30
male
clinic
urban
9
1
1
0
0
0
leadership
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,021
4,172
nurse
50
female
district
urban
1
0
0
0
0
1
emergency_care
text_module
youtube
1
0
0.5
1
0
0
0
0
0
0
1
0
1
1
0
0
1
4
2,020
4,173
doctor
37
female
clinic
urban
5
1
0
1
0
1
maternal_health
whatsapp_group
other
1
0
8.8
7
0
0
0
0
0
0
0
0
0
1
0
1
0
4
2,019
4,174
midwife
44
female
health_centre
urban
2
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
0
0
2,023
4,175
chw
20
female
community
remote
2
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
0
0
2,022
4,176
clinical_officer
27
female
clinic
remote
8
1
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
2,019
4,177
nurse
32
male
clinic
remote
30
0
0
0
0
0
other
video
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
1
0
0
2,020
4,178
chw
20
male
health_centre
urban
6
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
1
0
0
2,021
4,179
clinical_officer
47
male
tertiary
remote
20
0
0
0
0
0
data_management
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,023
4,180
clinical_officer
20
female
district
remote
0
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
2,022
4,181
clinical_officer
23
male
district
urban
0
1
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
4,182
lab_tech
22
female
district
rural
19
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
1
0
2,022
4,183
midwife
45
male
district
remote
4
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
1
0
2,020
4,184
clinical_officer
26
female
health_centre
urban
40
0
0
0
0
0
hiv_management
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,023
4,185
chw
26
female
tertiary
remote
0
1
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
2,020
4,186
pharmacist
32
female
clinic
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
0
0
0
2,022
4,187
nurse
31
female
clinic
remote
1
1
1
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
2,022
4,188
midwife
52
female
clinic
remote
7
0
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
2,022
4,189
doctor
43
female
community
urban
3
1
0
0
1
0
maternal_health
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
0
2,019
4,190
nurse
28
female
health_centre
remote
11
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
2,021
4,191
midwife
40
male
tertiary
urban
44
0
1
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
2,020
4,192
nurse
33
female
health_centre
remote
18
0
0
0
0
1
maternal_health
interactive
other
1
0
2
4
0
0
0
0
0
0
0
0
1
1
0
0
0
5
2,020
4,193
chw
36
female
health_centre
remote
1
1
0
0
0
0
data_management
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,020
4,194
doctor
40
male
health_centre
remote
15
0
0
1
0
0
leadership
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
2,020
4,195
nurse
37
female
community
rural
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
1
1
0
2,021
4,196
nurse
30
male
district
remote
7
0
1
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
2,022
4,197
lab_tech
44
male
clinic
rural
4
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
0
0
2,021
4,198
chw
24
female
health_centre
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
0
1
0
0
2,020
4,199
doctor
33
female
community
peri_urban
17
1
0
0
0
0
maternal_health
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
2,023
4,200
lab_tech
20
female
community
urban
1
0
0
0
0
1
infection_prevention
whatsapp_group
other
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
1
0
0
2,020