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-00200
community_otc_access
2,022
drug_shop
23
female
amoxicillin
skin_wound
1
1
1
branded_originator
0
0
0
97.3
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1
COM-00201
community_otc_access
2,014
drug_shop
11
female
ciprofloxacin
diarrhoea
1
1
1
who_prequalified
1
0
1
57.3
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00202
community_otc_access
2,014
drug_shop
30
male
cotrimoxazole
diarrhoea
1
0
1
local_generic
0
0
0
98.7
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00203
community_otc_access
2,015
drug_shop
23
female
ciprofloxacin
UTI
1
1
1
indian_generic
1
0
1
52.6
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00204
community_otc_access
2,010
market_stall
6
female
cotrimoxazole
respiratory_infection
1
1
0
chinese_generic
0
0
0
97.6
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
COM-00205
community_otc_access
2,016
informal_vendor
11
female
ciprofloxacin
surgical_prophylaxis
1
1
0
indian_generic
0
0
0
96
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00206
community_otc_access
2,013
market_stall
63
female
amoxicillin
diarrhoea
1
0
1
chinese_generic
0
0
0
96.6
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00207
community_otc_access
2,011
community_pharmacy
35
male
metronidazole
respiratory_infection
0
0
1
branded_originator
1
0
1
41.8
1
0
0
1
0
0
0
1
0
0
0
0
0
0
0
1
COM-00208
community_otc_access
2,021
community_pharmacy
3
male
ciprofloxacin
respiratory_infection
1
1
0
chinese_generic
1
1
0
28.5
1
1
0
0
0
0
0
1
0
0
0
0
0
0
0
1
COM-00209
community_otc_access
2,016
community_pharmacy
36
male
azithromycin
other
0
0
1
indian_generic
1
1
0
0
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00210
community_otc_access
2,012
community_pharmacy
13
male
amoxicillin
other
1
1
0
chinese_generic
1
0
1
38.5
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00211
community_otc_access
2,020
drug_shop
33
female
cotrimoxazole
diarrhoea
1
1
1
branded_originator
0
0
0
102.2
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00212
community_otc_access
2,014
community_pharmacy
42
female
tetracycline
diarrhoea
1
1
0
indian_generic
0
0
0
96
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00213
community_otc_access
2,012
drug_shop
0
female
cotrimoxazole
diarrhoea
0
0
1
chinese_generic
0
0
0
100.1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00214
community_otc_access
2,016
community_pharmacy
46
male
ciprofloxacin
other
1
1
1
local_generic
0
0
0
94.4
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
COM-00215
community_otc_access
2,023
community_pharmacy
33
female
cotrimoxazole
other
1
0
0
chinese_generic
0
0
0
100.9
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00216
community_otc_access
2,014
drug_shop
0
male
ciprofloxacin
other
0
0
0
unknown
1
0
1
68.9
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00217
community_otc_access
2,018
community_pharmacy
24
female
metronidazole
STI
1
1
1
chinese_generic
1
1
0
1.9
1
0
0
1
0
0
0
1
0
0
0
0
0
0
0
1
COM-00218
community_otc_access
2,013
drug_shop
32
female
cotrimoxazole
diarrhoea
1
1
1
chinese_generic
0
0
0
93.7
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00219
community_otc_access
2,019
informal_vendor
40
female
ampicillin
STI
1
1
0
branded_originator
1
1
0
0
1
0
0
1
0
0
0
1
0
0
0
0
0
0
0
1
COM-00220
community_otc_access
2,013
informal_vendor
0
female
doxycycline
STI
1
1
1
who_prequalified
0
0
0
101.5
0
0
0
1
0
0
0
1
0
0
0
0
0
0
0
1
COM-00221
community_otc_access
2,013
community_pharmacy
43
male
amoxicillin
surgical_prophylaxis
1
1
0
unknown
1
0
1
63
1
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00222
community_otc_access
2,018
informal_vendor
22
female
amoxicillin
respiratory_infection
0
0
1
indian_generic
0
0
0
102.4
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
COM-00223
community_otc_access
2,023
community_pharmacy
4
female
ciprofloxacin
skin_wound
0
0
0
unknown
0
0
0
94
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00224
community_otc_access
2,016
market_stall
10
female
amoxicillin
UTI
1
1
0
unknown
1
0
1
75
1
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00225
community_otc_access
2,020
drug_shop
34
female
cotrimoxazole
respiratory_infection
1
1
1
chinese_generic
0
0
0
99.2
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
0
COM-00226
community_otc_access
2,023
drug_shop
54
female
metronidazole
respiratory_infection
1
1
1
branded_originator
0
0
0
101.6
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1
COM-00227
community_otc_access
2,011
community_pharmacy
29
female
doxycycline
respiratory_infection
1
1
1
unknown
0
0
0
96.9
0
0
0
1
0
0
1
0
0
0
0
0
0
0
0
0
COM-00228
community_otc_access
2,023
informal_vendor
10
male
ciprofloxacin
STI
1
1
0
who_prequalified
1
0
1
49.9
1
1
0
1
1
0
0
0
0
0
0
0
0
0
0
0
COM-00229
community_otc_access
2,013
market_stall
38
female
cotrimoxazole
respiratory_infection
1
0
0
indian_generic
0
0
0
94.1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00230
community_otc_access
2,013
informal_vendor
33
female
doxycycline
STI
1
1
0
unknown
0
0
0
97
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
0
COM-00231
community_otc_access
2,022
drug_shop
29
male
ciprofloxacin
UTI
1
1
1
indian_generic
1
1
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00232
community_otc_access
2,022
community_pharmacy
35
male
amoxicillin
UTI
0
0
0
chinese_generic
0
0
0
95.1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1
COM-00233
community_otc_access
2,020
informal_vendor
21
male
amoxicillin
diarrhoea
1
0
1
indian_generic
0
0
0
98.4
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
COM-00234
community_otc_access
2,014
informal_vendor
38
female
metronidazole
skin_wound
1
0
0
chinese_generic
0
0
0
91.7
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00235
community_otc_access
2,012
community_pharmacy
18
female
ampicillin
other
1
1
1
chinese_generic
0
0
0
98
0
0
0
1
0
0
0
1
0
0
0
0
0
0
0
1
COM-00236
community_otc_access
2,013
informal_vendor
47
female
ciprofloxacin
surgical_prophylaxis
1
1
1
indian_generic
0
0
0
93.5
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00237
community_otc_access
2,021
informal_vendor
6
female
doxycycline
UTI
1
1
0
who_prequalified
0
0
0
97.7
0
0
0
0
0
0
0
1
1
0
0
0
0
0
0
1
COM-00238
community_otc_access
2,016
community_pharmacy
0
male
doxycycline
UTI
1
1
1
indian_generic
0
0
0
96
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1
COM-00239
community_otc_access
2,014
community_pharmacy
14
male
metronidazole
STI
1
1
0
branded_originator
1
0
1
47.7
1
1
0
1
0
1
0
0
0
0
0
0
0
0
0
0
COM-00240
community_otc_access
2,020
informal_vendor
24
female
metronidazole
surgical_prophylaxis
1
1
0
indian_generic
0
0
0
93.4
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00241
community_otc_access
2,020
informal_vendor
0
female
amoxicillin
respiratory_infection
0
0
0
who_prequalified
0
0
0
99.4
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
COM-00242
community_otc_access
2,024
informal_vendor
19
male
metronidazole
surgical_prophylaxis
1
1
1
indian_generic
0
0
0
96.1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1
COM-00243
community_otc_access
2,013
community_pharmacy
0
male
ciprofloxacin
respiratory_infection
1
0
0
indian_generic
0
0
0
93.1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00244
community_otc_access
2,017
market_stall
27
male
ciprofloxacin
respiratory_infection
1
0
0
chinese_generic
0
0
0
100.2
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00245
community_otc_access
2,014
informal_vendor
27
male
amoxicillin
respiratory_infection
0
0
0
who_prequalified
0
0
0
98.2
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00246
community_otc_access
2,017
community_pharmacy
16
female
cotrimoxazole
diarrhoea
1
1
0
unknown
0
0
0
90.2
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00247
community_otc_access
2,011
drug_shop
19
male
doxycycline
respiratory_infection
1
0
0
indian_generic
0
0
0
97.2
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00248
community_otc_access
2,015
informal_vendor
26
female
cotrimoxazole
UTI
0
0
1
unknown
0
0
0
99.4
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
COM-00249
community_otc_access
2,015
community_pharmacy
12
male
metronidazole
surgical_prophylaxis
1
1
0
chinese_generic
0
0
0
95.1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00250
community_otc_access
2,024
drug_shop
24
female
ciprofloxacin
skin_wound
1
1
0
who_prequalified
0
0
0
97.6
0
0
0
1
0
1
1
0
0
0
0
0
0
0
0
0
COM-00251
community_otc_access
2,014
informal_vendor
12
female
tetracycline
diarrhoea
0
0
0
who_prequalified
1
0
1
68.4
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00252
community_otc_access
2,018
informal_vendor
26
male
amoxicillin
respiratory_infection
1
0
0
chinese_generic
0
0
0
98.2
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00253
community_otc_access
2,024
drug_shop
23
male
ciprofloxacin
skin_wound
1
0
1
who_prequalified
0
0
0
95.6
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00254
community_otc_access
2,020
informal_vendor
40
female
amoxicillin
respiratory_infection
1
1
0
indian_generic
0
0
0
95.7
0
0
0
1
1
0
1
0
0
0
0
0
0
0
0
0
COM-00255
community_otc_access
2,021
informal_vendor
24
male
tetracycline
skin_wound
1
1
1
branded_originator
1
0
1
71.3
1
1
0
1
0
0
0
1
0
0
0
0
0
0
0
1
COM-00256
community_otc_access
2,019
community_pharmacy
15
male
cotrimoxazole
respiratory_infection
1
1
1
branded_originator
1
0
1
63
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00257
community_otc_access
2,023
informal_vendor
47
male
amoxicillin
surgical_prophylaxis
0
0
0
local_generic
0
0
0
90.1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00258
community_otc_access
2,021
informal_vendor
16
male
cotrimoxazole
respiratory_infection
1
0
0
indian_generic
0
0
0
94.6
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00259
community_otc_access
2,012
drug_shop
58
female
amoxicillin
surgical_prophylaxis
1
1
0
branded_originator
0
0
0
95.2
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00260
community_otc_access
2,021
community_pharmacy
5
male
amoxicillin
surgical_prophylaxis
1
1
0
indian_generic
0
0
0
90.9
0
0
0
1
1
0
0
1
0
0
0
0
0
0
0
1
COM-00261
community_otc_access
2,011
drug_shop
61
female
cotrimoxazole
skin_wound
1
0
0
indian_generic
0
0
0
99.7
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00262
community_otc_access
2,010
market_stall
28
male
ciprofloxacin
respiratory_infection
1
1
1
indian_generic
0
0
0
98.1
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
COM-00263
community_otc_access
2,016
community_pharmacy
35
male
doxycycline
respiratory_infection
1
1
0
indian_generic
0
0
0
88.7
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00264
community_otc_access
2,019
drug_shop
39
female
amoxicillin
respiratory_infection
0
0
1
chinese_generic
1
0
1
34.1
1
0
0
1
1
0
0
1
0
0
0
0
0
0
0
1
COM-00265
community_otc_access
2,012
market_stall
44
male
ciprofloxacin
respiratory_infection
0
0
1
chinese_generic
0
0
0
99.8
0
0
0
1
1
0
1
0
0
0
0
0
0
0
0
0
COM-00266
community_otc_access
2,020
drug_shop
31
female
cotrimoxazole
UTI
1
1
0
chinese_generic
1
0
1
69.1
1
1
0
1
1
0
0
0
0
0
0
0
0
0
0
0
COM-00267
community_otc_access
2,015
drug_shop
21
male
cotrimoxazole
other
1
1
0
branded_originator
0
0
0
99.3
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00268
community_otc_access
2,018
informal_vendor
39
female
doxycycline
other
1
0
0
local_generic
0
0
0
93.4
0
0
0
1
0
0
0
1
0
0
0
0
0
0
0
1
COM-00269
community_otc_access
2,023
market_stall
30
male
amoxicillin
skin_wound
0
0
0
local_generic
1
0
1
42.1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00270
community_otc_access
2,018
market_stall
21
female
amoxicillin
skin_wound
1
1
1
chinese_generic
0
0
0
93.9
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00271
community_otc_access
2,017
informal_vendor
0
male
doxycycline
respiratory_infection
1
0
0
local_generic
1
1
0
0
1
1
0
0
0
0
0
0
0
0
0
1
0
0
0
1
COM-00272
community_otc_access
2,011
market_stall
21
female
ampicillin
diarrhoea
1
1
1
branded_originator
0
0
0
95.9
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00273
community_otc_access
2,017
community_pharmacy
26
male
tetracycline
respiratory_infection
1
1
1
unknown
0
0
0
91.6
0
0
0
1
1
0
1
1
0
0
0
0
0
0
0
1
COM-00274
community_otc_access
2,011
drug_shop
43
male
amoxicillin
respiratory_infection
1
0
0
indian_generic
0
0
0
97
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
COM-00275
community_otc_access
2,015
community_pharmacy
0
female
ciprofloxacin
respiratory_infection
1
0
0
indian_generic
0
0
0
97
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00276
community_otc_access
2,017
community_pharmacy
33
female
amoxicillin
surgical_prophylaxis
1
1
1
unknown
0
0
0
94
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00277
community_otc_access
2,016
informal_vendor
49
female
amoxicillin
STI
0
0
1
indian_generic
1
1
0
12.7
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00278
community_otc_access
2,014
community_pharmacy
63
female
metronidazole
STI
1
1
0
indian_generic
1
1
0
19.2
1
1
0
1
0
1
0
0
0
0
0
0
0
0
0
0
COM-00279
community_otc_access
2,020
market_stall
14
male
amoxicillin
diarrhoea
0
0
1
who_prequalified
0
0
0
93
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00280
community_otc_access
2,014
drug_shop
10
female
ciprofloxacin
UTI
1
0
0
indian_generic
0
0
0
97.2
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00281
community_otc_access
2,024
drug_shop
15
male
doxycycline
diarrhoea
1
1
0
unknown
0
0
0
100.2
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00282
community_otc_access
2,024
community_pharmacy
43
female
metronidazole
UTI
0
0
1
indian_generic
0
0
0
98.9
0
0
0
1
1
0
1
0
0
0
0
0
0
0
0
0
COM-00283
community_otc_access
2,024
drug_shop
23
female
ciprofloxacin
skin_wound
1
1
1
local_generic
0
0
0
89.6
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
COM-00284
community_otc_access
2,014
informal_vendor
30
female
cotrimoxazole
respiratory_infection
0
0
0
unknown
1
0
1
61.5
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00285
community_otc_access
2,016
drug_shop
27
male
doxycycline
respiratory_infection
0
0
1
indian_generic
1
0
1
71.4
1
0
0
1
0
0
0
0
0
0
0
1
0
0
0
1
COM-00286
community_otc_access
2,021
community_pharmacy
34
female
amoxicillin
diarrhoea
1
1
0
local_generic
0
0
0
98.3
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00287
community_otc_access
2,018
community_pharmacy
23
male
tetracycline
respiratory_infection
1
1
1
chinese_generic
0
0
0
96.2
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00288
community_otc_access
2,012
drug_shop
59
male
metronidazole
respiratory_infection
1
0
1
indian_generic
1
1
0
0.6
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00289
community_otc_access
2,022
drug_shop
12
female
ciprofloxacin
UTI
1
0
1
local_generic
0
0
0
91.3
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00290
community_otc_access
2,013
market_stall
46
male
ampicillin
skin_wound
1
0
0
chinese_generic
0
0
0
97.1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00291
community_otc_access
2,019
drug_shop
41
female
metronidazole
diarrhoea
1
1
1
indian_generic
0
0
0
96.8
0
0
0
1
0
0
1
0
0
0
0
0
0
0
0
0
COM-00292
community_otc_access
2,011
community_pharmacy
5
male
metronidazole
respiratory_infection
1
0
1
chinese_generic
0
0
0
99.9
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00293
community_otc_access
2,016
drug_shop
9
female
azithromycin
diarrhoea
1
1
0
who_prequalified
0
0
0
96.4
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00294
community_otc_access
2,017
drug_shop
51
female
amoxicillin
surgical_prophylaxis
0
0
0
local_generic
0
0
0
93.5
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1
COM-00295
community_otc_access
2,020
informal_vendor
50
male
ampicillin
diarrhoea
1
1
1
chinese_generic
1
0
1
71.8
1
0
0
1
0
0
0
1
1
0
0
0
0
0
0
1
COM-00296
community_otc_access
2,010
drug_shop
28
female
doxycycline
UTI
1
1
0
indian_generic
1
0
1
81.4
1
0
0
1
1
0
0
1
0
0
0
0
1
0
0
1
COM-00297
community_otc_access
2,018
community_pharmacy
12
female
cotrimoxazole
surgical_prophylaxis
1
0
0
indian_generic
0
0
0
97.5
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00298
community_otc_access
2,021
drug_shop
55
male
amoxicillin
diarrhoea
1
1
1
who_prequalified
0
0
0
98
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00299
community_otc_access
2,023
market_stall
11
female
amoxicillin
respiratory_infection
0
0
0
unknown
0
0
0
99.5
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0