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-00100
community_otc_access
2,013
informal_vendor
13
female
azithromycin
skin_wound
1
1
1
local_generic
0
0
0
95.2
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00101
community_otc_access
2,021
community_pharmacy
10
female
amoxicillin
respiratory_infection
1
1
1
branded_originator
0
0
0
101.3
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1
COM-00102
community_otc_access
2,010
informal_vendor
16
female
azithromycin
diarrhoea
1
0
0
indian_generic
0
0
0
95.7
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1
COM-00103
community_otc_access
2,017
drug_shop
3
female
doxycycline
UTI
1
1
0
who_prequalified
1
0
1
59.5
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00104
community_otc_access
2,020
drug_shop
9
male
doxycycline
UTI
1
0
0
indian_generic
0
0
0
95.9
0
0
0
1
0
0
1
0
0
0
0
0
0
0
0
0
COM-00105
community_otc_access
2,010
community_pharmacy
23
male
cotrimoxazole
skin_wound
1
1
0
who_prequalified
1
1
0
33.6
1
0
0
1
0
0
1
0
0
0
0
0
0
0
0
0
COM-00106
community_otc_access
2,011
informal_vendor
34
male
metronidazole
STI
1
0
0
unknown
1
0
1
66.5
1
1
0
0
0
0
0
1
0
0
0
0
0
0
0
1
COM-00107
community_otc_access
2,018
market_stall
36
male
amoxicillin
other
1
1
1
unknown
0
0
0
93.8
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00108
community_otc_access
2,016
drug_shop
48
male
cotrimoxazole
respiratory_infection
1
1
0
who_prequalified
1
0
1
69.9
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00109
community_otc_access
2,018
community_pharmacy
76
female
amoxicillin
surgical_prophylaxis
0
0
0
who_prequalified
0
0
0
103.9
0
0
0
1
0
0
0
0
0
0
0
0
1
0
0
0
COM-00110
community_otc_access
2,024
community_pharmacy
18
male
amoxicillin
UTI
1
1
1
indian_generic
0
0
0
93.3
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
COM-00111
community_otc_access
2,018
drug_shop
13
female
doxycycline
surgical_prophylaxis
0
0
1
branded_originator
0
0
0
93.8
0
0
0
1
0
0
1
0
0
0
0
0
0
0
0
0
COM-00112
community_otc_access
2,022
informal_vendor
50
female
amoxicillin
UTI
1
1
1
indian_generic
0
0
0
97.3
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00113
community_otc_access
2,014
drug_shop
28
male
ciprofloxacin
skin_wound
0
0
1
who_prequalified
0
0
0
93.8
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00114
community_otc_access
2,024
community_pharmacy
32
female
amoxicillin
diarrhoea
0
0
1
indian_generic
0
0
0
93.6
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00115
community_otc_access
2,015
drug_shop
37
male
amoxicillin
respiratory_infection
0
0
0
chinese_generic
0
0
0
102
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00116
community_otc_access
2,017
community_pharmacy
31
male
metronidazole
respiratory_infection
1
1
1
local_generic
0
0
0
90
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1
COM-00117
community_otc_access
2,018
community_pharmacy
8
male
cotrimoxazole
UTI
1
1
0
indian_generic
0
0
0
96.3
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00118
community_otc_access
2,018
market_stall
32
male
cotrimoxazole
diarrhoea
0
0
0
chinese_generic
1
0
1
58.5
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00119
community_otc_access
2,013
market_stall
29
male
amoxicillin
UTI
0
0
1
branded_originator
0
0
0
93.4
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00120
community_otc_access
2,010
informal_vendor
11
male
doxycycline
other
0
0
0
indian_generic
0
0
0
98.3
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00121
community_otc_access
2,024
community_pharmacy
27
male
cotrimoxazole
UTI
1
0
0
local_generic
1
0
1
73.6
1
1
0
1
1
0
0
0
0
0
0
0
0
0
0
0
COM-00122
community_otc_access
2,012
drug_shop
31
female
cotrimoxazole
diarrhoea
1
1
1
indian_generic
0
0
0
100.7
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00123
community_otc_access
2,010
community_pharmacy
8
male
ciprofloxacin
skin_wound
0
0
0
unknown
1
0
1
64.2
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00124
community_otc_access
2,016
drug_shop
32
male
cotrimoxazole
UTI
1
1
0
local_generic
0
0
0
93.4
0
0
0
1
1
1
1
0
0
0
0
0
0
0
0
0
COM-00125
community_otc_access
2,010
informal_vendor
40
female
doxycycline
UTI
1
1
0
indian_generic
1
0
1
69.8
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00126
community_otc_access
2,015
drug_shop
53
female
azithromycin
skin_wound
1
1
1
chinese_generic
1
0
1
43.5
1
1
0
1
0
0
1
0
0
0
0
0
0
0
0
0
COM-00127
community_otc_access
2,022
informal_vendor
0
male
metronidazole
other
1
1
1
unknown
1
1
0
14.6
1
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00128
community_otc_access
2,020
drug_shop
9
male
cotrimoxazole
skin_wound
0
0
0
chinese_generic
1
0
1
76.6
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00129
community_otc_access
2,012
community_pharmacy
62
female
ciprofloxacin
respiratory_infection
1
1
0
who_prequalified
0
0
0
93.1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1
COM-00130
community_otc_access
2,018
drug_shop
38
female
ciprofloxacin
respiratory_infection
1
0
0
local_generic
0
0
0
93.7
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00131
community_otc_access
2,017
community_pharmacy
0
male
ampicillin
respiratory_infection
1
1
1
chinese_generic
0
0
0
97.1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00132
community_otc_access
2,023
informal_vendor
25
female
metronidazole
diarrhoea
1
0
0
indian_generic
1
0
1
61.6
1
0
0
1
0
0
0
1
0
0
0
0
0
0
0
1
COM-00133
community_otc_access
2,018
informal_vendor
0
male
metronidazole
respiratory_infection
1
1
1
who_prequalified
0
0
0
98.4
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00134
community_otc_access
2,011
informal_vendor
39
male
ciprofloxacin
STI
0
0
0
who_prequalified
0
0
0
96.1
0
0
0
0
0
0
0
1
1
1
0
0
0
0
0
1
COM-00135
community_otc_access
2,013
drug_shop
34
female
ampicillin
diarrhoea
1
1
0
indian_generic
0
0
0
98.9
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00136
community_otc_access
2,021
community_pharmacy
19
female
amoxicillin
diarrhoea
1
0
0
who_prequalified
1
0
1
72.6
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00137
community_otc_access
2,024
drug_shop
28
female
cotrimoxazole
UTI
1
1
0
chinese_generic
0
0
0
93.7
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00138
community_otc_access
2,013
informal_vendor
23
female
ampicillin
UTI
0
0
0
who_prequalified
0
0
0
105.6
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00139
community_otc_access
2,017
market_stall
30
female
amoxicillin
respiratory_infection
0
0
1
indian_generic
0
0
0
93
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1
COM-00140
community_otc_access
2,019
drug_shop
17
male
ciprofloxacin
skin_wound
1
0
0
branded_originator
0
0
0
97.8
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00141
community_otc_access
2,014
informal_vendor
24
female
tetracycline
UTI
0
0
0
indian_generic
0
0
0
95.7
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00142
community_otc_access
2,018
drug_shop
7
female
ciprofloxacin
surgical_prophylaxis
1
1
0
indian_generic
1
1
0
29.3
1
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00143
community_otc_access
2,021
informal_vendor
27
male
ampicillin
respiratory_infection
1
1
1
chinese_generic
1
0
1
83.5
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1
COM-00144
community_otc_access
2,013
community_pharmacy
0
male
amoxicillin
STI
0
0
1
who_prequalified
0
0
0
100.8
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00145
community_otc_access
2,023
community_pharmacy
4
male
tetracycline
skin_wound
1
0
0
who_prequalified
0
0
0
99.8
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00146
community_otc_access
2,018
community_pharmacy
27
male
amoxicillin
diarrhoea
1
1
0
chinese_generic
0
0
0
96.3
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1
COM-00147
community_otc_access
2,023
drug_shop
24
male
metronidazole
STI
0
0
0
chinese_generic
1
1
0
25.3
1
0
0
1
0
0
1
1
0
0
0
0
0
0
0
1
COM-00148
community_otc_access
2,017
market_stall
30
female
amoxicillin
other
0
0
0
indian_generic
0
0
0
89.7
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00149
community_otc_access
2,020
community_pharmacy
72
male
doxycycline
skin_wound
1
1
1
indian_generic
1
0
1
60.2
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00150
community_otc_access
2,020
drug_shop
37
male
ciprofloxacin
UTI
1
1
1
chinese_generic
0
0
0
97.4
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00151
community_otc_access
2,014
community_pharmacy
13
male
cotrimoxazole
skin_wound
1
1
1
indian_generic
0
0
0
90.8
0
0
0
1
0
0
1
1
0
0
0
0
0
0
0
1
COM-00152
community_otc_access
2,019
market_stall
8
female
amoxicillin
diarrhoea
1
1
0
unknown
0
0
0
96.3
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1
COM-00153
community_otc_access
2,021
community_pharmacy
13
female
ciprofloxacin
respiratory_infection
1
0
1
unknown
1
1
0
4.9
1
1
0
1
0
0
0
1
0
0
0
0
0
0
0
1
COM-00154
community_otc_access
2,017
drug_shop
5
male
amoxicillin
other
1
0
1
indian_generic
0
0
0
100
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00155
community_otc_access
2,022
community_pharmacy
17
female
cotrimoxazole
respiratory_infection
1
1
0
unknown
1
0
1
61.2
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00156
community_otc_access
2,018
informal_vendor
34
female
metronidazole
surgical_prophylaxis
1
1
1
local_generic
1
1
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00157
community_otc_access
2,017
informal_vendor
11
female
amoxicillin
surgical_prophylaxis
1
1
0
who_prequalified
0
0
0
103.6
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00158
community_otc_access
2,014
informal_vendor
46
male
cotrimoxazole
respiratory_infection
1
0
0
indian_generic
1
1
0
39.3
1
0
0
1
0
0
0
0
0
0
0
0
1
0
0
0
COM-00159
community_otc_access
2,013
informal_vendor
24
female
doxycycline
skin_wound
0
0
0
chinese_generic
0
0
0
106.2
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1
COM-00160
community_otc_access
2,019
drug_shop
50
male
amoxicillin
UTI
1
1
1
indian_generic
0
0
0
93.9
0
0
0
1
0
0
1
0
0
0
0
0
0
0
0
0
COM-00161
community_otc_access
2,021
market_stall
20
male
metronidazole
diarrhoea
1
1
1
who_prequalified
0
0
0
100.9
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00162
community_otc_access
2,023
market_stall
52
male
amoxicillin
UTI
1
1
0
unknown
0
0
0
96.6
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00163
community_otc_access
2,013
market_stall
27
male
metronidazole
diarrhoea
1
1
1
indian_generic
1
1
0
17.8
1
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00164
community_otc_access
2,011
community_pharmacy
46
female
ampicillin
respiratory_infection
0
0
1
indian_generic
0
0
0
93.6
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00165
community_otc_access
2,021
market_stall
9
male
ciprofloxacin
UTI
1
1
1
local_generic
0
0
0
100
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00166
community_otc_access
2,021
informal_vendor
13
male
amoxicillin
respiratory_infection
1
0
0
unknown
0
0
0
94.9
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
COM-00167
community_otc_access
2,018
market_stall
27
female
amoxicillin
respiratory_infection
1
0
0
indian_generic
1
1
0
0
1
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
COM-00168
community_otc_access
2,020
market_stall
12
male
amoxicillin
respiratory_infection
1
1
0
chinese_generic
1
0
1
48.1
1
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00169
community_otc_access
2,020
community_pharmacy
22
female
cotrimoxazole
respiratory_infection
1
1
1
unknown
1
0
1
50.3
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00170
community_otc_access
2,015
informal_vendor
25
male
azithromycin
diarrhoea
1
1
1
local_generic
0
0
0
99.3
0
0
0
1
1
0
1
0
0
0
0
0
0
0
0
0
COM-00171
community_otc_access
2,014
community_pharmacy
26
female
amoxicillin
other
1
1
0
branded_originator
0
0
0
95.8
0
0
0
1
1
0
1
0
0
0
0
0
0
0
0
0
COM-00172
community_otc_access
2,013
informal_vendor
23
male
amoxicillin
skin_wound
1
0
0
chinese_generic
0
0
0
97.3
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00173
community_otc_access
2,024
drug_shop
23
female
metronidazole
respiratory_infection
1
1
0
unknown
0
0
0
99.2
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00174
community_otc_access
2,021
community_pharmacy
9
male
amoxicillin
skin_wound
0
0
0
branded_originator
0
0
0
101.6
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00175
community_otc_access
2,014
community_pharmacy
13
male
cotrimoxazole
skin_wound
0
0
1
indian_generic
0
0
0
98.6
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00176
community_otc_access
2,016
community_pharmacy
0
male
cotrimoxazole
skin_wound
1
1
0
who_prequalified
0
0
0
94
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00177
community_otc_access
2,015
informal_vendor
21
male
cotrimoxazole
surgical_prophylaxis
1
0
1
indian_generic
1
0
1
84
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00178
community_otc_access
2,020
drug_shop
15
male
cotrimoxazole
respiratory_infection
1
0
1
unknown
1
1
0
5.3
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00179
community_otc_access
2,011
informal_vendor
26
female
amoxicillin
UTI
1
1
0
branded_originator
0
0
0
91.1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00180
community_otc_access
2,018
community_pharmacy
26
female
ampicillin
diarrhoea
1
0
1
chinese_generic
0
0
0
97.7
0
0
0
1
0
0
0
1
0
0
0
0
0
0
0
1
COM-00181
community_otc_access
2,015
informal_vendor
27
male
ampicillin
diarrhoea
1
1
1
who_prequalified
0
0
0
95.9
0
0
0
1
0
0
0
1
0
0
0
0
0
0
0
1
COM-00182
community_otc_access
2,022
informal_vendor
15
male
azithromycin
skin_wound
1
1
1
indian_generic
0
0
0
95
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00183
community_otc_access
2,021
informal_vendor
2
female
doxycycline
diarrhoea
0
0
1
chinese_generic
1
0
1
29.7
1
1
0
1
0
0
0
0
0
0
0
0
1
0
0
0
COM-00184
community_otc_access
2,020
informal_vendor
7
female
doxycycline
diarrhoea
1
0
0
unknown
0
0
0
97.4
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00185
community_otc_access
2,022
drug_shop
59
male
cotrimoxazole
skin_wound
1
1
1
chinese_generic
1
1
0
0
1
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00186
community_otc_access
2,014
drug_shop
0
female
azithromycin
respiratory_infection
0
0
0
indian_generic
0
0
0
101.4
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00187
community_otc_access
2,020
drug_shop
45
female
tetracycline
respiratory_infection
0
0
0
chinese_generic
0
0
0
98.1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00188
community_otc_access
2,017
drug_shop
29
female
cotrimoxazole
STI
1
0
0
who_prequalified
0
0
0
92.2
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00189
community_otc_access
2,015
informal_vendor
6
female
amoxicillin
respiratory_infection
0
0
0
unknown
0
0
0
98.8
0
0
0
1
0
0
0
1
1
0
0
0
0
0
0
1
COM-00190
community_otc_access
2,014
informal_vendor
1
female
ampicillin
diarrhoea
1
1
1
unknown
0
0
0
95.7
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00191
community_otc_access
2,020
community_pharmacy
53
female
ciprofloxacin
skin_wound
1
1
0
branded_originator
0
0
0
96.2
0
0
0
1
0
0
1
0
0
0
0
0
0
0
0
0
COM-00192
community_otc_access
2,016
community_pharmacy
55
male
amoxicillin
UTI
1
1
1
indian_generic
0
0
0
94.6
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00193
community_otc_access
2,013
community_pharmacy
23
female
cotrimoxazole
diarrhoea
1
1
0
indian_generic
0
0
0
98.8
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00194
community_otc_access
2,011
drug_shop
0
female
cotrimoxazole
respiratory_infection
1
1
0
indian_generic
1
1
0
3
1
0
0
1
0
1
0
0
0
0
0
0
0
0
0
0
COM-00195
community_otc_access
2,021
market_stall
23
female
doxycycline
surgical_prophylaxis
0
0
0
unknown
0
0
0
96.5
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00196
community_otc_access
2,022
informal_vendor
0
male
metronidazole
STI
0
0
0
chinese_generic
1
0
1
60.8
1
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
COM-00197
community_otc_access
2,014
market_stall
32
male
amoxicillin
skin_wound
1
0
0
indian_generic
1
0
1
68.5
1
0
0
1
1
1
0
0
0
0
0
0
0
0
0
0
COM-00198
community_otc_access
2,020
market_stall
6
female
doxycycline
STI
1
0
1
unknown
1
0
1
48.2
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00199
community_otc_access
2,021
community_pharmacy
34
male
amoxicillin
diarrhoea
1
1
0
indian_generic
1
1
0
0
1
1
0
0
0
0
0
0
0
0
0
1
0
0
0
1