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
7,101
lab_tech
50
male
community
remote
7
1
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
1
0
2,019
7,102
lab_tech
20
male
community
remote
10
0
1
0
0
0
other
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,023
7,103
doctor
34
male
health_centre
peri_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
7,104
pharmacist
20
female
district
peri_urban
14
1
0
0
0
0
lab_techniques
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
1
0
2,021
7,105
midwife
20
female
district
rural
3
0
0
0
0
0
mental_health
blended
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
0
0
0
2,023
7,106
other
50
male
district
rural
3
0
0
0
0
0
emergency_care
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
2,020
7,107
nurse
20
female
district
peri_urban
4
0
0
1
0
1
lab_techniques
mobile_app
other
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
2,020
7,108
doctor
31
female
health_centre
urban
7
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
2,023
7,109
pharmacist
40
female
clinic
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
1
0
1
0
2,022
7,110
nurse
32
female
district
peri_urban
22
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
2,023
7,111
lab_tech
41
male
district
urban
14
0
1
1
0
1
clinical_skills
whatsapp_group
moodle
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
1
0
2,022
7,112
midwife
42
male
health_centre
peri_urban
15
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
7,113
midwife
37
female
health_centre
peri_urban
10
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
7,114
chw
34
female
clinic
urban
4
0
0
0
0
1
maternal_health
blended
moodle
1
0
3.9
5
0
0
0
0
1
0
0
0
1
1
0
0
0
2
2,023
7,115
lab_tech
39
female
community
peri_urban
0
0
0
0
0
1
maternal_health
mobile_app
youtube
1
0
3.9
5
0
0
0
0
0
0
0
0
1
1
1
1
0
1
2,021
7,116
chw
26
female
community
rural
5
0
0
0
0
0
hiv_management
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
2,023
7,117
nurse
51
female
clinic
rural
14
1
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
0
0
2,021
7,118
nurse
47
male
district
remote
22
0
0
1
0
0
clinical_skills
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
2,022
7,119
chw
32
female
health_centre
peri_urban
10
0
0
1
0
1
emergency_care
whatsapp_group
other
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
2,023
7,120
nurse
34
male
health_centre
peri_urban
13
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
0
0
0
2,022
7,121
midwife
42
male
district
urban
0
0
0
0
0
0
emergency_care
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,022
7,122
nurse
34
female
health_centre
urban
15
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
2,020
7,123
other
36
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
0
1
0
2,020
7,124
nurse
21
female
community
remote
7
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
0
0
2,023
7,125
doctor
46
female
clinic
rural
7
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
2,021
7,126
lab_tech
47
male
clinic
peri_urban
1
1
0
0
0
0
emergency_care
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,022
7,127
pharmacist
37
female
clinic
remote
0
0
0
0
0
0
leadership
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
1
0
2,020
7,128
nurse
34
male
clinic
remote
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
1
1
0
2,022
7,129
nurse
36
female
clinic
rural
3
0
0
0
0
0
other
simulation
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,021
7,130
chw
37
male
district
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
2,022
7,131
other
35
female
district
peri_urban
11
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
1
0
2,023
7,132
lab_tech
37
male
health_centre
urban
16
0
1
0
0
0
clinical_skills
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
1
1
0
2,023
7,133
nurse
36
male
health_centre
rural
0
0
0
0
0
0
emergency_care
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,023
7,134
nurse
46
female
community
peri_urban
0
1
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
2,023
7,135
pharmacist
31
female
health_centre
rural
1
1
0
0
0
0
hiv_management
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
1
0
2,020
7,136
chw
20
female
district
rural
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
1
1
0
0
2,022
7,137
chw
53
female
community
urban
8
1
0
0
0
1
maternal_health
mobile_app
youtube
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,022
7,138
chw
27
female
clinic
remote
6
0
0
0
0
0
clinical_skills
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
0
2,023
7,139
clinical_officer
33
female
community
remote
5
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
1
0
2,020
7,140
lab_tech
34
female
health_centre
remote
0
1
1
0
1
0
clinical_skills
video
none
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
1
0
2,022
7,141
chw
54
female
clinic
rural
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
1
0
0
0
2,022
7,142
nurse
21
female
district
rural
15
0
1
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
2,020
7,143
clinical_officer
33
female
health_centre
rural
0
0
0
0
0
0
mental_health
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,019
7,144
chw
38
female
health_centre
urban
2
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
2,023
7,145
nurse
31
female
community
peri_urban
0
0
0
1
0
0
maternal_health
interactive
none
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
1
0
0
2,022
7,146
lab_tech
33
female
health_centre
rural
0
1
0
0
1
0
infection_prevention
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
2,022
7,147
chw
34
female
district
peri_urban
3
0
0
0
0
0
emergency_care
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
2,020
7,148
other
41
female
district
remote
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
0
0
0
2,023
7,149
chw
43
female
community
rural
1
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
2,022
7,150
clinical_officer
26
female
district
urban
8
1
1
0
1
1
infection_prevention
blended
moodle
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
0
2,020
7,151
nurse
49
male
health_centre
urban
15
0
0
0
0
0
leadership
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,022
7,152
pharmacist
33
female
community
rural
6
0
0
1
0
0
emergency_care
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
2,020
7,153
chw
35
female
district
remote
2
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
7,154
nurse
43
female
clinic
remote
2
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
2,020
7,155
doctor
20
male
community
rural
3
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
7,156
nurse
27
female
health_centre
urban
1
0
0
1
0
0
maternal_health
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
2,023
7,157
nurse
44
male
health_centre
peri_urban
5
0
0
0
0
1
clinical_skills
blended
youtube
1
0
8.5
5
0
0
0
0
0
0
0
0
1
1
0
1
0
1
2,021
7,158
chw
24
male
district
remote
6
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
0
1
0
2,021
7,159
lab_tech
33
male
health_centre
rural
0
0
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
2,022
7,160
midwife
20
male
health_centre
urban
19
0
0
1
0
0
hiv_management
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,019
7,161
chw
37
female
clinic
remote
14
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
1
0
0
2,022
7,162
doctor
43
female
district
peri_urban
2
0
0
0
0
0
hiv_management
blended
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
0
0
2,023
7,163
chw
35
male
health_centre
rural
4
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
2,022
7,164
chw
30
male
community
rural
0
1
0
0
0
0
data_management
text_module
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
0
2,022
7,165
lab_tech
28
female
district
remote
0
0
0
0
0
0
emergency_care
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,022
7,166
lab_tech
20
male
clinic
rural
10
0
0
0
0
0
leadership
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
2,022
7,167
midwife
51
female
district
urban
13
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
7,168
clinical_officer
38
male
health_centre
urban
6
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
0
0
0
2,021
7,169
chw
34
male
health_centre
rural
17
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
2,021
7,170
pharmacist
41
female
community
rural
11
0
0
0
0
0
mental_health
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
2,021
7,171
other
38
female
clinic
rural
4
0
0
0
0
0
leadership
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,022
7,172
lab_tech
39
female
community
urban
10
0
0
0
0
1
emergency_care
mobile_app
other
1
1
6.3
4
1
1
1
0
0
0
0
0
1
1
1
1
1
3
2,019
7,173
nurse
47
female
tertiary
rural
8
0
0
0
0
0
leadership
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,022
7,174
clinical_officer
46
female
district
urban
35
1
0
0
0
1
clinical_skills
text_module
custom
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
2,023
7,175
nurse
34
female
clinic
remote
2
0
0
0
0
0
lab_techniques
mobile_app
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
1
1
0
2,019
7,176
chw
36
male
community
rural
1
0
0
0
0
0
data_management
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,021
7,177
chw
33
female
district
rural
1
1
0
0
0
0
emergency_care
mobile_app
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
2,021
7,178
doctor
20
male
community
remote
1
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
1
0
0
2,020
7,179
chw
30
male
community
peri_urban
3
1
0
0
0
0
other
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,020
7,180
midwife
26
male
health_centre
urban
1
1
0
1
0
0
emergency_care
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
2,019
7,181
clinical_officer
26
female
district
urban
0
0
0
1
0
1
data_management
text_module
youtube
1
0
2.4
0
0
0
0
0
0
0
0
0
0
1
1
1
0
7
2,020
7,182
nurse
39
female
district
peri_urban
14
0
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
2,019
7,183
lab_tech
33
female
tertiary
urban
1
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
2,023
7,184
other
28
female
health_centre
peri_urban
0
0
0
0
0
1
data_management
whatsapp_group
other
1
0
1.5
3
0
0
0
0
0
0
0
0
1
1
0
0
1
2
2,021
7,185
clinical_officer
20
female
health_centre
peri_urban
5
0
0
1
0
0
emergency_care
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
2,023
7,186
clinical_officer
46
female
clinic
remote
15
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
0
0
0
2,021
7,187
doctor
29
male
clinic
rural
3
0
0
0
0
0
other
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
2,021
7,188
nurse
20
female
tertiary
peri_urban
5
0
1
1
0
0
infection_prevention
blended
none
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
2,020
7,189
doctor
28
female
community
urban
9
1
0
0
0
0
mental_health
interactive
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
1
1
0
2,023
7,190
nurse
38
female
clinic
urban
0
0
0
1
0
1
lab_techniques
interactive
whatsapp
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
1
0
0
2,020
7,191
other
50
male
district
urban
17
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
2,023
7,192
clinical_officer
31
female
health_centre
peri_urban
4
1
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
2,023
7,193
nurse
34
male
clinic
urban
13
1
0
0
0
0
infection_prevention
text_module
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
0
2,019
7,194
lab_tech
55
female
health_centre
rural
5
0
0
0
0
0
infection_prevention
whatsapp_group
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
1
0
2,022
7,195
doctor
46
female
district
urban
23
1
0
0
0
0
infection_prevention
blended
none
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
0
2,020
7,196
chw
24
female
community
rural
0
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
7,197
clinical_officer
27
female
clinic
remote
1
0
1
0
0
0
other
text_module
none
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
2,022
7,198
other
20
female
clinic
peri_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
7,199
lab_tech
27
female
community
remote
1
0
1
0
0
0
leadership
video
none
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
1
0
0
2,022
7,200
nurse
32
female
clinic
rural
12
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