Datasets:
electricsheepafrica
/
africa-synth-electronic-health-records-all

Dataset card Data Studio Files
xet
 Community
id
int64
facility_level
string
location
string
ownership
string
power_reliable
int64
generator_backup
int64
solar_available
int64
internet_available
int64
computers_count
int64
ehr_available
int64
ehr_system
string
fully_electronic
int64
hybrid_paper_electronic
int64
paper_registers
int64
module_registration
int64
module_vitals
int64
module_prescriptions
int64
module_lab_orders
int64
module_billing
int64
module_reporting
int64
unique_patient_id
int64
data_completeness_pct
int64
data_accuracy_pct
int64
duplicate_records_pct
int64
staff_trained_ehr
int64
it_support_onsite
int64
user_satisfaction_score
int64
interoperability_other
int64
dhis2_integrated
int64
data_backup_regular
int64
data_encryption
int64
barrier_power
int64
barrier_internet
int64
barrier_cost
int64
barrier_training
int64
barrier_resistance
int64
year
int64
1
clinic
peri_urban
private
0
1
0
0
0
0
none
0
0
1
0
0
0
0
0
0
0
32
51
33
0
0
4
0
0
0
0
1
1
1
1
0
2,022
2
clinic
peri_urban
faith_based
0
0
0
0
0
1
openmrs
0
0
1
0
1
1
0
1
1
0
32
48
33
0
0
7
0
0
1
0
1
1
0
1
1
2,020
3
tertiary
remote
ngo
0
0
0
0
0
0
none
0
0
1
0
0
0
0
0
0
1
32
52
14
0
0
5
0
0
0
0
1
1
1
1
0
2,020
4
health_centre
remote
government
1
0
0
0
4
0
none
0
0
1
0
0
0
0
0
0
0
39
35
17
0
0
4
0
0
0
0
0
1
1
1
0
2,021
5
health_centre
peri_urban
government
1
0
0
0
5
0
none
0
0
1
0
0
0
0
0
0
0
39
50
13
0
0
2
0
0
0
0
0
1
0
1
0
2,022
6
health_centre
rural
government
0
1
0
0
0
0
none
0
0
1
0
0
0
0
0
0
0
27
32
20
0
0
5
0
0
0
0
1
1
1
1
0
2,019
7
health_centre
rural
faith_based
0
0
0
0
0
0
none
0
0
1
0
0
0
0
0
0
0
42
53
28
0
0
1
0
0
0
0
1
1
0
1
0
2,023
8
regional
remote
government
1
0
0
0
8
1
dhis2_tracker
0
0
1
1
0
0
0
0
0
0
61
45
39
0
0
3
0
0
1
1
0
1
0
1
0
2,020
9
district
remote
faith_based
0
1
1
0
0
0
none
0
0
1
0
0
0
0
0
0
0
14
39
20
0
0
3
0
0
0
0
1
1
1
1
1
2,023
10
district
peri_urban
government
0
0
0
0
0
1
openemr
0
1
1
1
1
0
0
0
0
0
36
44
37
0
0
1
0
0
0
0
1
1
1
1
0
2,021
11
health_centre
remote
government
0
0
0
0
0
0
none
0
0
1
0
0
0
0
0
0
1
39
44
41
0
0
5
0
0
0
0
1
1
1
1
1
2,019
12
regional
urban
government
0
0
0
0
0
0
none
0
0
1
0
0
0
0
0
0
0
34
44
26
0
0
4
0
0
0
0
1
1
0
1
1
2,023
13
regional
remote
government
0
0
0
0
0
0
none
0
0
1
0
0
0
0
0
0
0
40
39
25
0
0
1
0
0
0
0
1
1
1
1
1
2,022
14
health_centre
urban
government
1
0
0
0
4
0
none
0
0
1
0
0
0
0
0
0
0
71
45
34
0
0
2
0
1
0
0
0
1
0
1
0
2,020
15
health_centre
urban
private
1
0
0
1
6
0
none
0
0
1
0
0
0
0
0
0
0
49
54
32
0
0
4
0
0
0
0
0
0
0
1
0
2,020
16
regional
urban
ngo
0
0
0
0
0
0
none
0
0
1
0
0
0
0
0
0
0
49
30
26
0
0
5
0
0
0
0
1
1
0
1
0
2,023
17
clinic
rural
government
0
0
0
1
0
0
none
0
0
1
0
0
0
0
0
0
0
14
59
23
1
0
1
0
0
0
0
1
0
1
0
0
2,023
18
clinic
urban
faith_based
0
0
0
1
0
0
none
0
0
1
0
0
0
0
0
0
0
47
49
29
1
0
3
0
1
0
0
1
0
0
0
0
2,019
19
tertiary
urban
ngo
0
0
0
1
0
0
none
0
0
1
0
0
0
0
0
0
0
47
53
38
1
0
6
0
0
0
0
1
0
1
0
0
2,020
20
district
rural
faith_based
0
1
0
1
0
0
none
0
0
1
0
0
0
0
0
0
0
58
33
23
0
0
4
0
0
0
0
1
0
1
1
0
2,021
21
health_centre
rural
ngo
0
1
0
0
0
0
none
0
0
1
0
0
0
0
0
0
0
46
42
36
0
0
3
0
0
0
0
1
1
1
1
0
2,021
22
tertiary
peri_urban
government
1
0
0
0
9
0
none
0
0
1
0
0
0
0
0
0
0
53
39
26
0
0
2
0
1
0
0
0
1
1
1
0
2,019
23
district
peri_urban
government
1
0
0
1
3
0
none
0
0
1
0
0
0
0
0
0
0
5
33
46
0
0
4
0
0
0
0
0
0
0
1
1
2,020
24
health_centre
urban
government
0
0
0
0
0
0
none
0
0
1
0
0
0
0
0
0
0
66
35
39
0
0
7
0
1
0
0
1
1
0
1
1
2,020
25
district
rural
ngo
0
1
0
0
0
0
none
0
0
1
0
0
0
0
0
0
0
41
38
29
0
0
5
0
0
0
0
1
1
0
1
0
2,022
26
private
rural
private
0
0
0
1
0
0
none
0
0
1
0
0
0
0
0
0
0
45
31
34
0
1
2
0
0
0
0
1
0
0
1
1
2,021
27
health_centre
rural
faith_based
0
0
0
0
0
0
none
0
0
1
0
0
0
0
0
0
0
40
27
33
0
0
2
0
0
0
0
1
1
0
1
0
2,022
28
health_centre
peri_urban
government
1
0
0
0
5
0
none
0
0
1
0
0
0
0
0
0
0
53
49
31
0
0
1
0
0
0
0
0
1
0
1
0
2,022
29
clinic
urban
government
0
0
1
0
0
0
none
0
0
1
0
0
0
0
0
0
1
36
35
38
0
0
7
0
0
0
0
1
1
0
1
0
2,021
30
private
urban
government
1
0
0
0
8
0
none
0
0
1
0
0
0
0
0
0
0
42
60
18
0
1
2
0
0
0
0
0
1
1
1
0
2,023
31
health_centre
peri_urban
faith_based
1
0
0
0
4
0
none
0
0
1
0
0
0
0
0
0
0
50
69
30
0
0
5
0
0
0
0
0
1
0
1
0
2,023
32
clinic
urban
ngo
1
0
0
0
2
0
none
0
0
1
0
0
0
0
0
0
0
33
12
19
0
0
6
0
1
0
0
0
1
1
1
1
2,022
33
district
peri_urban
government
0
1
1
0
0
1
bahmni
0
1
1
1
0
0
1
0
1
0
31
58
29
0
0
3
0
1
1
1
1
1
0
1
1
2,020
34
tertiary
urban
ngo
1
0
0
0
3
0
none
0
0
1
0
0
0
0
0
0
0
31
40
25
0
0
7
0
0
0
0
0
1
1
1
0
2,022
35
district
peri_urban
government
1
1
0
0
0
0
none
0
0
1
0
0
0
0
0
0
0
70
61
38
0
0
4
0
0
0
0
0
1
1
1
0
2,023
36
tertiary
urban
faith_based
0
1
0
0
0
0
none
0
0
1
0
0
0
0
0
0
0
42
31
17
0
0
1
1
0
0
0
1
1
1
1
0
2,021
37
health_centre
rural
government
0
0
0
0
0
0
none
0
0
1
0
0
0
0
0
0
0
48
38
22
0
0
2
0
0
0
0
1
1
0
1
1
2,023
38
district
urban
private
0
0
0
0
0
0
none
0
0
1
0
0
0
0
0
0
0
43
55
6
0
0
1
0
0
0
0
1
1
0
1
1
2,020
39
health_centre
urban
faith_based
1
0
0
0
2
0
none
0
0
1
0
0
0
0
0
0
0
59
36
23
0
0
4
0
1
0
0
0
1
0
1
0
2,023
40
district
urban
private
0
0
0
1
0
0
none
0
0
1
0
0
0
0
0
0
0
44
43
19
0
0
1
0
0
0
0
1
0
1
1
0
2,023
41
private
remote
faith_based
0
1
0
0
0
0
none
0
0
1
0
0
0
0
0
0
1
19
30
23
0
0
3
0
0
0
0
1
1
0
1
0
2,021
42
health_centre
remote
private
1
0
0
1
1
0
none
0
0
1
0
0
0
0
0
0
0
33
45
31
0
0
6
0
0
0
0
0
0
0
1
1
2,020
43
district
remote
faith_based
0
0
0
0
0
0
none
0
0
1
0
0
0
0
0
0
0
46
40
31
0
0
4
0
1
0
0
1
1
1
1
1
2,020
44
private
peri_urban
ngo
0
0
0
1
0
0
none
0
0
1
0
0
0
0
0
0
0
5
19
31
0
0
2
0
0
0
0
1
0
0
1
0
2,023
45
district
remote
government
0
1
0
0
0
0
none
0
0
1
0
0
0
0
0
0
0
45
37
26
0
0
2
0
0
0
0
1
1
0
1
0
2,022
46
private
peri_urban
government
0
0
1
0
0
0
none
0
0
1
0
0
0
0
0
0
0
54
36
23
0
0
7
0
0
0
0
1
1
0
1
0
2,022
47
private
peri_urban
ngo
1
0
0
0
5
0
none
0
0
1
0
0
0
0
0
0
0
37
20
19
0
0
3
0
0
0
0
0
1
0
1
0
2,020
48
health_centre
rural
faith_based
0
0
0
0
0
0
none
0
0
1
0
0
0
0
0
0
0
37
46
23
0
0
2
0
0
0
0
1
1
1
1
0
2,022
49
health_centre
peri_urban
government
0
0
0
0
0
0
none
0
0
1
0
0
0
0
0
0
0
46
69
16
0
0
4
0
0
0
0
1
1
1
1
1
2,023
50
private
urban
government
1
0
0
0
5
1
dhis2_tracker
0
0
1
0
1
1
0
1
0
0
24
21
32
0
0
6
0
0
0
0
0
1
0
1
1
2,022
51
private
peri_urban
government
0
1
0
0
0
0
none
0
0
1
0
0
0
0
0
0
0
33
56
34
0
0
1
0
1
0
0
1
1
0
1
1
2,020
52
health_centre
urban
government
1
0
0
0
0
0
none
0
0
1
0
0
0
0
0
0
0
43
37
10
0
0
2
0
0
0
0
0
1
0
1
0
2,023
53
health_centre
remote
government
0
0
0
0
0
0
none
0
0
1
0
0
0
0
0
0
0
39
52
35
0
0
4
0
0
0
0
1
1
1
1
0
2,023
54
private
urban
government
0
0
0
0
0
0
none
0
0
1
0
0
0
0
0
0
0
72
35
24
0
0
3
0
0
0
0
1
1
0
1
0
2,021
55
district
rural
government
0
0
1
1
0
0
none
0
0
1
0
0
0
0
0
0
0
50
47
26
0
0
3
0
1
0
0
1
0
0
1
1
2,022
56
district
urban
government
0
1
0
0
0
0
none
0
0
1
0
0
0
0
0
0
0
31
67
29
0
0
3
0
1
0
0
1
1
1
1
1
2,022
57
regional
remote
private
0
0
0
1
0
0
none
0
0
1
0
0
0
0
0
0
0
36
47
32
0
0
1
0
0
0
0
1
0
1
1
0
2,022
58
regional
peri_urban
government
1
0
0
0
8
0
none
0
0
1
0
0
0
0
0
0
0
49
31
22
0
0
7
0
0
0
0
0
1
1
1
1
2,022
59
clinic
peri_urban
private
0
0
0
1
0
0
none
0
0
1
0
0
0
0
0
0
0
50
33
27
0
0
4
0
0
0
0
1
0
0
1
0
2,021
60
tertiary
remote
government
0
0
0
0
0
0
none
0
0
1
0
0
0
0
0
0
0
13
43
34
0
0
1
0
0
0
0
1
1
1
1
1
2,023
61
health_centre
rural
faith_based
0
0
0
0
0
0
none
0
0
1
0
0
0
0
0
0
0
34
45
32
0
1
4
0
0
0
0
1
1
1
1
0
2,021
62
health_centre
urban
government
0
0
0
1
0
0
none
0
0
1
0
0
0
0
0
0
0
58
43
30
0
0
5
0
0
0
0
1
0
1
1
0
2,019
63
health_centre
remote
faith_based
1
0
0
0
1
0
none
0
0
1
0
0
0
0
0
0
0
50
63
31
0
0
3
0
0
0
0
0
1
1
1
0
2,021
64
district
peri_urban
faith_based
1
0
0
0
4
0
none
0
0
1
0
0
0
0
0
0
0
47
43
39
0
0
3
0
0
0
0
0
1
1
1
1
2,019
65
clinic
peri_urban
faith_based
0
1
0
1
0
0
none
0
0
1
0
0
0
0
0
0
0
42
47
16
0
0
3
0
1
0
0
1
0
0
1
0
2,022
66
health_centre
urban
private
0
0
0
0
0
0
none
0
0
1
0
0
0
0
0
0
0
59
52
27
0
0
4
0
0
0
0
1
1
0
1
0
2,020
67
health_centre
urban
faith_based
1
1
0
0
4
0
none
0
0
1
0
0
0
0
0
0
0
50
23
39
0
0
8
0
0
0
0
0
1
1
1
1
2,023
68
health_centre
remote
government
0
0
0
0
0
0
none
0
0
1
0
0
0
0
0
0
0
34
30
31
0
0
1
0
1
0
0
1
1
0
1
1
2,020
69
health_centre
rural
faith_based
0
1
0
0
0
0
none
0
0
1
0
0
0
0
0
0
0
53
41
30
0
0
5
0
1
0
0
1
1
1
1
0
2,020
70
health_centre
rural
government
0
0
0
0
0
0
none
0
0
1
0
0
0
0
0
0
0
35
56
30
0
0
1
0
0
0
0
1
1
1
1
1
2,021
71
district
peri_urban
government
0
0
0
0
0
0
none
0
0
1
0
0
0
0
0
0
0
5
37
25
0
0
6
1
0
0
0
1
1
1
1
0
2,022
72
health_centre
remote
government
0
0
0
0
0
0
none
0
0
1
0
0
0
0
0
0
0
57
43
26
0
0
1
0
0
0
0
1
1
1
1
1
2,019
73
private
peri_urban
private
0
0
0
0
0
0
none
0
0
1
0
0
0
0
0
0
0
47
30
18
0
0
1
0
0
0
0
1
1
1
1
0
2,023
74
clinic
peri_urban
private
1
1
0
0
1
0
none
0
0
1
0
0
0
0
0
0
0
53
32
26
0
0
5
0
0
0
0
0
1
1
1
0
2,022
75
health_centre
remote
government
0
0
0
0
0
0
none
0
0
1
0
0
0
0
0
0
0
63
23
25
0
0
4
0
0
0
0
1
1
1
1
0
2,021
76
regional
remote
government
0
0
0
1
0
0
none
0
0
1
0
0
0
0
0
0
0
56
54
29
0
0
7
0
0
0
0
1
0
1
1
0
2,023
77
regional
remote
faith_based
0
0
0
0
0
0
none
0
0
1
0
0
0
0
0
0
0
8
48
15
0
0
6
0
0
0
0
1
1
0
1
1
2,022
78
health_centre
rural
government
0
0
0
0
0
0
none
0
0
1
0
0
0
0
0
0
0
43
62
37
0
0
4
0
0
0
0
1
1
1
1
0
2,023
79
district
remote
government
0
0
0
1
0
0
none
0
0
1
0
0
0
0
0
0
0
36
55
22
0
0
4
0
0
0
0
1
0
1
1
0
2,021
80
private
rural
faith_based
0
0
0
0
0
0
none
0
0
1
0
0
0
0
0
0
1
28
34
28
0
0
7
0
0
0
0
1
1
1
1
0
2,023
81
district
rural
government
0
0
0
0
0
0
none
0
0
1
0
0
0
0
0
0
0
60
23
22
0
0
4
0
0
0
0
1
1
0
1
0
2,023
82
health_centre
rural
private
0
0
0
0
0
0
none
0
0
1
0
0
0
0
0
0
0
39
58
31
0
0
2
0
0
0
0
1
1
1
1
1
2,022
83
private
peri_urban
ngo
1
0
0
0
6
0
none
0
0
1
0
0
0
0
0
0
0
26
50
20
0
0
3
0
0
0
0
0
1
1
1
0
2,022
84
private
rural
government
0
0
1
0
0
0
none
0
0
1
0
0
0
0
0
0
0
55
55
36
0
0
6
0
1
0
0
1
1
1
1
0
2,022
85
tertiary
rural
government
0
1
0
0
0
0
none
0
0
1
0
0
0
0
0
0
0
46
17
31
0
0
5
0
1
0
0
1
1
1
1
0
2,021
86
health_centre
remote
faith_based
0
0
0
0
0
0
none
0
0
1
0
0
0
0
0
0
0
31
48
34
0
0
3
0
0
0
0
1
1
1
1
0
2,022
87
health_centre
rural
government
0
0
0
1
0
0
none
0
0
1
0
0
0
0
0
0
0
25
16
27
0
1
5
0
0
0
0
1
0
1
1
1
2,019
88
health_centre
urban
private
1
0
0
0
1
0
none
0
0
1
0
0
0
0
0
0
0
47
37
32
0
0
5
0
0
0
0
0
1
0
1
0
2,022
89
district
rural
government
0
1
0
0
0
1
dhis2_tracker
0
0
1
1
0
0
1
0
0
0
41
33
15
0
0
3
0
1
0
1
1
1
0
1
0
2,019
90
clinic
remote
faith_based
0
0
1
0
0
0
none
0
0
1
0
0
0
0
0
0
0
35
52
24
0
0
6
0
0
0
0
1
1
0
1
0
2,023
91
health_centre
peri_urban
government
1
0
0
0
3
0
none
0
0
1
0
0
0
0
0
0
0
32
25
28
0
0
3
0
0
0
0
0
1
1
1
1
2,022
92
clinic
peri_urban
government
0
0
0
0
0
0
none
0
0
1
0
0
0
0
0
0
0
36
42
22
0
0
2
0
0
0
0
1
1
1
1
0
2,021
93
health_centre
peri_urban
government
0
0
0
1
0
1
openmrs
0
1
1
0
1
0
0
1
1
0
32
24
30
0
1
7
0
0
0
0
1
0
0
1
0
2,019
94
health_centre
rural
government
0
0
1
0
0
0
none
0
0
1
0
0
0
0
0
0
0
26
61
32
0
0
7
0
0
0
0
1
1
1
1
0
2,023
95
health_centre
remote
government
0
0
0
0
0
0
none
0
0
1
0
0
0
0
0
0
0
37
56
23
0
0
4
0
0
0
0
1
1
1
1
0
2,021
96
district
peri_urban
private
0
0
0
0
0
0
none
0
0
1
0
0
0
0
0
0
0
28
49
17
0
0
4
0
0
0
0
1
1
0
1
0
2,022
97
private
peri_urban
government
0
0
0
0
0
1
custom
0
1
1
1
1
1
1
1
1
0
45
14
20
0
0
3
0
0
0
0
1
1
0
1
0
2,023
98
clinic
remote
faith_based
0
0
0
0
0
0
none
0
0
1
0
0
0
0
0
0
0
68
43
13
0
0
3
0
0
0
0
1
1
0
1
1
2,021
99
health_centre
urban
government
1
0
0
0
3
0
none
0
0
1
0
0
0
0
0
0
0
32
41
27
0
0
2
0
0
0
0
0
1
1
1
0
2,023
100
private
remote
government
0
1
0
0
0
0
none
0
0
1
0
0
0
0
0
0
0
85
45
21
1
0
5
0
0
0
0
1
1
1
0
0
2,020