Datasets:
electricsheepafrica
/
africa-synth-antibiotic-quality-amr-all

Dataset card Data Studio Files
xet
 Community
record_id
string
scenario
string
year
int64
setting
string
age
int64
sex
string
antibiotic
string
indication
string
no_prescription
int64
self_medication
int64
incomplete_course
int64
manufacturer
string
is_substandard_falsified
int64
is_falsified
int64
is_substandard
int64
api_pct_label
float64
api_failure
int64
dissolution_failure
int64
wrong_ingredient
int64
amr_detected
int64
esbl_producer
int64
mrsa
int64
mdr
int64
treatment_failure
int64
hospitalisation
int64
sepsis
int64
death
int64
adr
int64
quality_tested
int64
culture_sensitivity_done
int64
amr_reported
int64
any_adverse
int64
COM-00400
community_otc_access
2,015
market_stall
28
female
metronidazole
skin_wound
1
0
1
who_prequalified
0
0
0
93.1
0
0
0
0
0
0
0
1
1
0
0
0
0
0
0
1
COM-00401
community_otc_access
2,024
market_stall
34
female
ciprofloxacin
STI
0
0
0
local_generic
0
0
0
92.6
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00402
community_otc_access
2,023
drug_shop
14
female
cotrimoxazole
respiratory_infection
1
1
0
indian_generic
0
0
0
95.4
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00403
community_otc_access
2,017
market_stall
36
female
amoxicillin
skin_wound
0
0
1
chinese_generic
0
0
0
95.4
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00404
community_otc_access
2,018
community_pharmacy
1
female
azithromycin
other
1
1
0
branded_originator
0
0
0
100.7
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00405
community_otc_access
2,017
drug_shop
11
male
ciprofloxacin
UTI
0
0
1
indian_generic
0
0
0
100.8
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00406
community_otc_access
2,013
drug_shop
0
female
cotrimoxazole
STI
1
1
1
chinese_generic
0
0
0
95.7
0
0
0
1
1
0
1
0
0
0
0
0
0
0
0
0
COM-00407
community_otc_access
2,016
community_pharmacy
21
female
amoxicillin
diarrhoea
1
1
1
indian_generic
0
0
0
98.9
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00408
community_otc_access
2,022
drug_shop
16
female
cotrimoxazole
surgical_prophylaxis
0
0
1
branded_originator
0
0
0
98.1
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
COM-00409
community_otc_access
2,014
community_pharmacy
23
male
doxycycline
UTI
0
0
0
local_generic
1
0
1
70.7
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00410
community_otc_access
2,015
drug_shop
1
male
azithromycin
diarrhoea
0
0
0
who_prequalified
0
0
0
94.8
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00411
community_otc_access
2,014
market_stall
23
male
amoxicillin
surgical_prophylaxis
1
1
1
who_prequalified
0
0
0
100
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
COM-00412
community_otc_access
2,015
drug_shop
19
female
ciprofloxacin
diarrhoea
1
1
1
indian_generic
0
0
0
98
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00413
community_otc_access
2,020
community_pharmacy
47
female
cotrimoxazole
UTI
0
0
0
branded_originator
1
1
0
1.8
1
1
0
1
1
0
0
0
0
0
0
0
0
0
0
0
COM-00414
community_otc_access
2,014
informal_vendor
41
male
ampicillin
STI
1
1
1
who_prequalified
0
0
0
96.2
0
0
0
1
0
0
1
1
0
0
0
0
0
0
0
1
COM-00415
community_otc_access
2,018
community_pharmacy
29
female
azithromycin
other
1
1
1
local_generic
0
0
0
94.6
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00416
community_otc_access
2,012
drug_shop
17
female
amoxicillin
other
1
1
0
who_prequalified
0
0
0
92.4
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00417
community_otc_access
2,016
market_stall
28
male
ampicillin
other
0
0
0
unknown
0
0
0
95.8
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00418
community_otc_access
2,023
community_pharmacy
44
male
amoxicillin
diarrhoea
1
1
1
chinese_generic
0
0
0
100.4
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
COM-00419
community_otc_access
2,018
drug_shop
24
female
cotrimoxazole
UTI
0
0
0
branded_originator
1
0
1
67.2
1
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00420
community_otc_access
2,022
drug_shop
5
male
amoxicillin
diarrhoea
1
1
1
branded_originator
0
0
0
105.6
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00421
community_otc_access
2,023
market_stall
0
female
amoxicillin
other
0
0
0
chinese_generic
0
0
0
102.8
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1
COM-00422
community_otc_access
2,018
community_pharmacy
40
female
ampicillin
UTI
1
0
0
branded_originator
0
0
0
86
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00423
community_otc_access
2,016
community_pharmacy
42
female
metronidazole
UTI
1
1
1
indian_generic
1
0
1
64.2
1
0
0
1
0
0
0
0
0
0
0
1
0
0
0
1
COM-00424
community_otc_access
2,017
drug_shop
41
female
amoxicillin
skin_wound
0
0
0
indian_generic
0
0
0
90.2
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00425
community_otc_access
2,021
market_stall
43
female
ciprofloxacin
diarrhoea
1
0
0
indian_generic
0
0
0
96.8
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00426
community_otc_access
2,017
community_pharmacy
37
male
ciprofloxacin
respiratory_infection
1
0
0
indian_generic
0
0
0
91.1
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
0
COM-00427
community_otc_access
2,024
community_pharmacy
54
male
cotrimoxazole
respiratory_infection
1
0
1
local_generic
0
0
0
94
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00428
community_otc_access
2,021
informal_vendor
35
male
cotrimoxazole
surgical_prophylaxis
1
1
1
unknown
0
0
0
96.9
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00429
community_otc_access
2,016
informal_vendor
25
female
metronidazole
respiratory_infection
0
0
1
who_prequalified
0
0
0
94.1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00430
community_otc_access
2,022
community_pharmacy
34
female
amoxicillin
STI
1
1
1
indian_generic
0
0
0
103.6
0
0
0
1
1
0
1
0
0
0
0
0
0
0
0
0
COM-00431
community_otc_access
2,019
market_stall
0
female
ampicillin
respiratory_infection
1
1
1
indian_generic
1
0
1
66.9
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00432
community_otc_access
2,023
informal_vendor
9
female
cotrimoxazole
UTI
0
0
0
indian_generic
0
0
0
107.6
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00433
community_otc_access
2,023
community_pharmacy
32
female
ciprofloxacin
diarrhoea
1
1
1
unknown
1
0
1
57.2
1
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00434
community_otc_access
2,014
community_pharmacy
51
female
cotrimoxazole
surgical_prophylaxis
1
0
1
indian_generic
1
0
1
64.6
1
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
COM-00435
community_otc_access
2,018
informal_vendor
0
male
azithromycin
other
1
0
1
local_generic
0
0
0
99.2
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
COM-00436
community_otc_access
2,022
community_pharmacy
28
female
cotrimoxazole
respiratory_infection
0
0
0
unknown
0
0
0
102.5
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00437
community_otc_access
2,012
market_stall
9
male
cotrimoxazole
skin_wound
0
0
0
chinese_generic
0
0
0
96.2
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00438
community_otc_access
2,016
market_stall
46
male
doxycycline
other
1
1
0
who_prequalified
1
1
0
36.7
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00439
community_otc_access
2,023
drug_shop
15
male
amoxicillin
skin_wound
0
0
0
indian_generic
1
0
1
52
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00440
community_otc_access
2,011
drug_shop
36
female
ampicillin
respiratory_infection
1
0
1
who_prequalified
0
0
0
91.9
0
0
0
1
0
0
1
1
0
0
0
0
0
0
0
1
COM-00441
community_otc_access
2,022
community_pharmacy
31
female
metronidazole
respiratory_infection
0
0
1
unknown
0
0
0
92.4
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00442
community_otc_access
2,021
drug_shop
0
male
ciprofloxacin
respiratory_infection
1
1
0
branded_originator
0
0
0
96.2
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00443
community_otc_access
2,015
community_pharmacy
22
female
ciprofloxacin
skin_wound
1
1
1
who_prequalified
1
0
1
50.5
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00444
community_otc_access
2,013
informal_vendor
26
female
metronidazole
skin_wound
1
1
1
unknown
0
0
0
92.6
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00445
community_otc_access
2,019
informal_vendor
35
female
ciprofloxacin
respiratory_infection
1
0
0
who_prequalified
0
0
0
95.3
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00446
community_otc_access
2,015
drug_shop
32
female
amoxicillin
skin_wound
1
1
0
local_generic
1
0
1
57.5
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00447
community_otc_access
2,020
informal_vendor
0
female
ciprofloxacin
UTI
1
1
1
branded_originator
0
0
0
98.9
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
COM-00448
community_otc_access
2,010
community_pharmacy
32
female
doxycycline
surgical_prophylaxis
0
0
1
who_prequalified
1
0
1
67
1
0
0
1
1
0
0
1
1
0
0
0
0
0
0
1
COM-00449
community_otc_access
2,020
community_pharmacy
30
male
tetracycline
surgical_prophylaxis
1
1
0
indian_generic
0
0
0
93.8
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00450
community_otc_access
2,017
community_pharmacy
0
female
metronidazole
STI
1
1
1
unknown
0
0
0
106
0
0
0
1
0
0
0
0
0
0
0
0
1
0
0
0
COM-00451
community_otc_access
2,015
market_stall
45
female
doxycycline
diarrhoea
0
0
0
chinese_generic
0
0
0
91.3
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00452
community_otc_access
2,021
community_pharmacy
0
male
ampicillin
respiratory_infection
1
1
0
who_prequalified
0
0
0
96.9
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00453
community_otc_access
2,024
drug_shop
16
male
metronidazole
respiratory_infection
1
1
0
branded_originator
0
0
0
96.6
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00454
community_otc_access
2,018
community_pharmacy
53
male
amoxicillin
STI
1
1
1
chinese_generic
1
1
0
0
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00455
community_otc_access
2,012
informal_vendor
39
female
amoxicillin
STI
0
0
0
who_prequalified
0
0
0
98.7
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00456
community_otc_access
2,010
informal_vendor
56
male
cotrimoxazole
UTI
1
1
1
local_generic
0
0
0
100.9
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00457
community_otc_access
2,024
market_stall
38
male
amoxicillin
respiratory_infection
1
1
1
indian_generic
0
0
0
94.7
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00458
community_otc_access
2,011
drug_shop
10
male
amoxicillin
STI
0
0
0
who_prequalified
1
0
1
63
1
0
0
1
0
0
1
0
0
0
0
0
0
0
0
0
COM-00459
community_otc_access
2,010
community_pharmacy
12
female
amoxicillin
UTI
1
1
1
indian_generic
0
0
0
103
0
0
0
1
1
1
1
0
0
0
0
0
0
0
0
0
COM-00460
community_otc_access
2,012
informal_vendor
0
male
amoxicillin
respiratory_infection
1
1
1
chinese_generic
0
0
0
97
0
0
0
1
0
0
0
1
0
0
0
0
0
0
0
1
COM-00461
community_otc_access
2,018
drug_shop
69
female
cotrimoxazole
skin_wound
1
0
0
who_prequalified
1
0
1
78.2
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00462
community_otc_access
2,017
informal_vendor
64
male
amoxicillin
UTI
1
1
1
local_generic
1
0
1
58.1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00463
community_otc_access
2,024
informal_vendor
25
female
amoxicillin
skin_wound
0
0
0
chinese_generic
1
0
1
60.5
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00464
community_otc_access
2,021
drug_shop
0
male
metronidazole
respiratory_infection
1
1
1
indian_generic
0
0
0
95.9
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00465
community_otc_access
2,019
market_stall
18
male
ampicillin
STI
0
0
0
indian_generic
0
0
0
85
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00466
community_otc_access
2,024
community_pharmacy
39
male
ciprofloxacin
respiratory_infection
1
1
1
who_prequalified
1
0
1
50.2
1
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00467
community_otc_access
2,016
community_pharmacy
22
female
ciprofloxacin
respiratory_infection
0
0
0
indian_generic
1
0
1
43.1
1
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
COM-00468
community_otc_access
2,010
informal_vendor
34
male
ampicillin
diarrhoea
1
1
0
chinese_generic
1
0
1
69.7
1
1
0
0
0
0
0
1
0
0
0
0
0
0
0
1
COM-00469
community_otc_access
2,014
drug_shop
1
male
cotrimoxazole
UTI
1
1
0
indian_generic
0
0
0
101.7
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00470
community_otc_access
2,014
drug_shop
25
female
cotrimoxazole
skin_wound
1
1
1
who_prequalified
0
0
0
101.7
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00471
community_otc_access
2,016
drug_shop
66
male
amoxicillin
other
0
0
0
local_generic
0
0
0
99.7
0
0
0
1
1
1
0
0
0
0
0
0
0
0
0
0
COM-00472
community_otc_access
2,011
informal_vendor
14
male
cotrimoxazole
skin_wound
1
0
0
who_prequalified
0
0
0
96.9
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00473
community_otc_access
2,021
drug_shop
40
male
ciprofloxacin
UTI
0
0
0
indian_generic
0
0
0
94.3
0
0
0
1
1
1
0
0
0
0
0
0
0
0
0
0
COM-00474
community_otc_access
2,018
drug_shop
21
female
ciprofloxacin
STI
1
0
1
branded_originator
1
1
0
0
1
0
0
1
0
0
0
1
0
0
0
1
1
0
0
1
COM-00475
community_otc_access
2,021
community_pharmacy
45
female
amoxicillin
skin_wound
1
0
1
branded_originator
0
0
0
95.9
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00476
community_otc_access
2,024
market_stall
34
female
ciprofloxacin
STI
0
0
1
indian_generic
0
0
0
95.9
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00477
community_otc_access
2,023
drug_shop
0
male
amoxicillin
respiratory_infection
1
1
1
indian_generic
0
0
0
91
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
COM-00478
community_otc_access
2,024
informal_vendor
0
male
ampicillin
surgical_prophylaxis
0
0
0
indian_generic
0
0
0
92.4
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00479
community_otc_access
2,013
drug_shop
18
female
doxycycline
respiratory_infection
0
0
0
indian_generic
0
0
0
102.9
0
0
0
1
1
1
1
0
0
0
0
0
0
0
0
0
COM-00480
community_otc_access
2,018
drug_shop
16
female
amoxicillin
respiratory_infection
1
1
0
chinese_generic
0
0
0
94.7
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00481
community_otc_access
2,021
informal_vendor
47
male
doxycycline
UTI
0
0
1
chinese_generic
0
0
0
103.5
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00482
community_otc_access
2,023
drug_shop
34
female
cotrimoxazole
diarrhoea
1
1
1
indian_generic
0
0
0
98.2
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00483
community_otc_access
2,015
community_pharmacy
12
female
amoxicillin
diarrhoea
1
0
1
indian_generic
1
0
1
22.2
1
0
0
1
0
0
1
1
0
0
0
0
0
0
0
1
COM-00484
community_otc_access
2,020
drug_shop
40
male
metronidazole
respiratory_infection
1
1
1
local_generic
1
0
1
36.7
1
0
0
1
1
0
1
0
0
0
0
0
0
0
0
0
COM-00485
community_otc_access
2,024
informal_vendor
54
female
metronidazole
skin_wound
1
1
1
local_generic
0
0
0
102.1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00486
community_otc_access
2,010
informal_vendor
25
male
amoxicillin
STI
0
0
1
local_generic
1
0
1
77.8
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00487
community_otc_access
2,024
informal_vendor
17
male
amoxicillin
STI
1
0
1
indian_generic
0
0
0
99.1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00488
community_otc_access
2,010
community_pharmacy
68
female
ciprofloxacin
UTI
1
0
1
who_prequalified
0
0
0
101.9
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00489
community_otc_access
2,012
informal_vendor
1
male
metronidazole
skin_wound
0
0
0
local_generic
0
0
0
99.6
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00490
community_otc_access
2,023
community_pharmacy
41
female
tetracycline
other
1
1
0
branded_originator
0
0
0
95.3
0
0
0
1
0
0
0
1
1
0
0
0
0
0
0
1
COM-00491
community_otc_access
2,024
informal_vendor
14
female
cotrimoxazole
respiratory_infection
1
1
0
unknown
0
0
0
95.9
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00492
community_otc_access
2,023
drug_shop
32
male
doxycycline
UTI
1
1
0
chinese_generic
1
1
0
0
1
0
0
1
0
0
0
0
0
0
0
1
0
0
0
1
COM-00493
community_otc_access
2,015
community_pharmacy
24
female
amoxicillin
diarrhoea
1
1
0
local_generic
0
0
0
96.6
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00494
community_otc_access
2,019
community_pharmacy
17
male
metronidazole
skin_wound
0
0
1
branded_originator
0
0
0
97.8
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1
COM-00495
community_otc_access
2,019
community_pharmacy
47
male
cotrimoxazole
respiratory_infection
1
1
0
chinese_generic
0
0
0
97.8
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
COM-00496
community_otc_access
2,020
informal_vendor
18
male
doxycycline
diarrhoea
1
0
0
who_prequalified
0
0
0
95.9
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00497
community_otc_access
2,018
community_pharmacy
0
female
cotrimoxazole
UTI
1
0
0
indian_generic
0
0
0
95.8
0
0
0
0
0
0
0
1
1
0
0
0
0
0
0
1
COM-00498
community_otc_access
2,019
informal_vendor
24
male
metronidazole
surgical_prophylaxis
1
1
0
who_prequalified
0
0
0
95.4
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00499
community_otc_access
2,019
market_stall
3
male
metronidazole
UTI
1
1
1
unknown
1
0
1
70.7
1
0
0
1
1
0
0
0
0
0
0
1
0
0
0
1