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-00000
community_otc_access
2,022
drug_shop
38
female
amoxicillin
other
0
0
0
chinese_generic
0
0
0
100.1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00001
community_otc_access
2,014
drug_shop
7
female
metronidazole
STI
1
0
0
indian_generic
0
0
0
98.5
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00002
community_otc_access
2,017
community_pharmacy
22
male
amoxicillin
diarrhoea
1
0
0
branded_originator
0
0
0
97.5
0
0
0
1
0
0
0
1
0
0
0
0
0
0
0
1
COM-00003
community_otc_access
2,021
informal_vendor
16
female
amoxicillin
respiratory_infection
1
1
0
chinese_generic
0
0
0
99.8
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
COM-00004
community_otc_access
2,014
community_pharmacy
33
male
metronidazole
diarrhoea
0
0
0
branded_originator
1
1
0
4.3
1
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
COM-00005
community_otc_access
2,016
community_pharmacy
1
female
tetracycline
diarrhoea
1
0
0
indian_generic
1
1
0
4.9
1
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
COM-00006
community_otc_access
2,019
informal_vendor
6
male
amoxicillin
skin_wound
1
1
1
indian_generic
0
0
0
95.4
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
0
COM-00007
community_otc_access
2,011
drug_shop
77
female
ciprofloxacin
skin_wound
1
1
0
local_generic
0
0
0
97.6
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00008
community_otc_access
2,021
informal_vendor
42
female
amoxicillin
respiratory_infection
1
1
0
indian_generic
0
0
0
98.5
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00009
community_otc_access
2,013
community_pharmacy
2
female
ampicillin
STI
0
0
0
indian_generic
0
0
0
95.4
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1
COM-00010
community_otc_access
2,024
community_pharmacy
54
female
amoxicillin
respiratory_infection
1
0
1
who_prequalified
0
0
0
97
0
0
0
1
1
0
1
0
0
0
0
0
0
0
0
0
COM-00011
community_otc_access
2,018
informal_vendor
3
male
doxycycline
STI
0
0
1
unknown
0
0
0
95.7
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00012
community_otc_access
2,019
informal_vendor
5
male
cotrimoxazole
other
1
0
0
who_prequalified
1
1
0
0
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00013
community_otc_access
2,023
drug_shop
63
male
doxycycline
surgical_prophylaxis
1
1
0
branded_originator
0
0
0
96
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00014
community_otc_access
2,012
community_pharmacy
20
male
amoxicillin
respiratory_infection
1
1
1
chinese_generic
0
0
0
94.1
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
COM-00015
community_otc_access
2,010
drug_shop
29
male
ampicillin
respiratory_infection
0
0
1
unknown
0
0
0
95.1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00016
community_otc_access
2,012
drug_shop
27
female
ciprofloxacin
UTI
1
1
1
indian_generic
1
0
1
73
1
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00017
community_otc_access
2,023
informal_vendor
39
female
metronidazole
UTI
0
0
1
branded_originator
1
0
1
71.3
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1
COM-00018
community_otc_access
2,022
informal_vendor
6
male
ciprofloxacin
respiratory_infection
1
1
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-00019
community_otc_access
2,024
community_pharmacy
0
male
metronidazole
skin_wound
0
0
0
branded_originator
0
0
0
98.1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00020
community_otc_access
2,012
market_stall
5
male
doxycycline
diarrhoea
0
0
0
indian_generic
0
0
0
100.4
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00021
community_otc_access
2,020
community_pharmacy
53
female
amoxicillin
skin_wound
0
0
1
indian_generic
0
0
0
99.1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1
COM-00022
community_otc_access
2,015
informal_vendor
37
female
metronidazole
diarrhoea
1
0
1
local_generic
0
0
0
100.3
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00023
community_otc_access
2,010
community_pharmacy
0
female
amoxicillin
surgical_prophylaxis
1
0
0
who_prequalified
0
0
0
96.7
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00024
community_otc_access
2,021
community_pharmacy
18
female
azithromycin
diarrhoea
1
1
1
who_prequalified
1
1
0
2
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00025
community_otc_access
2,020
market_stall
31
female
cotrimoxazole
skin_wound
1
1
1
indian_generic
0
0
0
96.9
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00026
community_otc_access
2,017
drug_shop
44
female
ciprofloxacin
STI
1
1
1
chinese_generic
0
0
0
97
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00027
community_otc_access
2,018
informal_vendor
32
female
ciprofloxacin
respiratory_infection
1
0
1
indian_generic
1
0
1
32.5
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00028
community_otc_access
2,012
drug_shop
15
female
doxycycline
UTI
1
0
1
local_generic
1
0
1
70
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00029
community_otc_access
2,012
drug_shop
17
male
doxycycline
skin_wound
1
1
1
local_generic
1
1
0
1.9
1
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00030
community_otc_access
2,016
drug_shop
36
female
ciprofloxacin
STI
0
0
0
chinese_generic
0
0
0
92
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00031
community_otc_access
2,016
market_stall
25
male
cotrimoxazole
respiratory_infection
1
0
1
chinese_generic
1
1
0
0
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00032
community_otc_access
2,012
informal_vendor
3
female
metronidazole
other
0
0
1
who_prequalified
0
0
0
90.4
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00033
community_otc_access
2,017
informal_vendor
47
female
doxycycline
other
0
0
1
local_generic
1
0
1
38.6
1
0
0
1
0
1
0
0
0
0
0
0
1
0
0
0
COM-00034
community_otc_access
2,018
informal_vendor
33
male
ampicillin
diarrhoea
1
0
1
indian_generic
0
0
0
95.8
0
0
0
1
0
0
1
0
0
0
0
0
0
0
0
0
COM-00035
community_otc_access
2,022
market_stall
28
male
amoxicillin
diarrhoea
0
0
0
indian_generic
0
0
0
104.4
0
0
0
1
0
1
0
1
0
0
0
0
0
0
0
1
COM-00036
community_otc_access
2,015
drug_shop
0
female
ciprofloxacin
UTI
0
0
1
unknown
0
0
0
86.7
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00037
community_otc_access
2,014
drug_shop
31
female
cotrimoxazole
diarrhoea
0
0
0
chinese_generic
0
0
0
94.9
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00038
community_otc_access
2,013
drug_shop
51
female
azithromycin
skin_wound
1
1
0
local_generic
1
1
0
0
1
0
1
1
0
1
0
0
0
0
0
0
0
0
0
0
COM-00039
community_otc_access
2,017
community_pharmacy
37
female
amoxicillin
skin_wound
1
1
1
branded_originator
1
0
1
25.8
1
0
0
1
0
0
1
0
0
0
0
0
0
0
0
0
COM-00040
community_otc_access
2,010
community_pharmacy
30
male
amoxicillin
respiratory_infection
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-00041
community_otc_access
2,022
market_stall
25
female
ciprofloxacin
diarrhoea
0
0
1
indian_generic
0
0
0
98.8
0
0
0
1
0
0
1
1
0
0
0
0
1
0
0
1
COM-00042
community_otc_access
2,013
informal_vendor
55
female
cotrimoxazole
surgical_prophylaxis
1
1
1
indian_generic
0
0
0
91.8
0
0
0
1
1
0
0
1
0
0
0
0
0
0
0
1
COM-00043
community_otc_access
2,018
informal_vendor
22
male
ciprofloxacin
UTI
1
0
1
indian_generic
0
0
0
97.2
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00044
community_otc_access
2,020
informal_vendor
44
female
azithromycin
skin_wound
1
1
0
indian_generic
1
0
1
54
1
0
0
0
0
0
0
1
1
0
0
0
0
0
0
1
COM-00045
community_otc_access
2,017
informal_vendor
25
male
ciprofloxacin
STI
0
0
0
local_generic
0
0
0
94
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1
COM-00046
community_otc_access
2,010
market_stall
25
female
ampicillin
UTI
1
1
0
chinese_generic
0
0
0
95
0
0
0
1
0
0
1
0
0
0
0
0
0
0
0
0
COM-00047
community_otc_access
2,015
market_stall
7
male
doxycycline
surgical_prophylaxis
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-00048
community_otc_access
2,024
market_stall
5
male
cotrimoxazole
diarrhoea
1
0
0
indian_generic
1
1
0
25.7
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00049
community_otc_access
2,023
community_pharmacy
26
female
amoxicillin
skin_wound
1
1
0
branded_originator
0
0
0
99.1
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
COM-00050
community_otc_access
2,018
drug_shop
21
female
cotrimoxazole
respiratory_infection
1
0
0
indian_generic
0
0
0
92.4
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
COM-00051
community_otc_access
2,017
drug_shop
18
male
azithromycin
surgical_prophylaxis
0
0
0
unknown
0
0
0
94.2
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00052
community_otc_access
2,024
drug_shop
23
male
azithromycin
UTI
1
1
1
chinese_generic
0
0
0
99.5
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00053
community_otc_access
2,024
drug_shop
29
female
ampicillin
respiratory_infection
1
0
0
chinese_generic
0
0
0
100.5
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00054
community_otc_access
2,016
drug_shop
38
female
tetracycline
skin_wound
1
1
1
local_generic
1
0
1
54.4
1
0
0
1
1
0
0
1
0
0
0
1
0
0
0
1
COM-00055
community_otc_access
2,014
community_pharmacy
36
female
tetracycline
respiratory_infection
1
0
0
indian_generic
0
0
0
101.2
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00056
community_otc_access
2,010
drug_shop
24
female
cotrimoxazole
other
0
0
1
chinese_generic
0
0
0
94
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00057
community_otc_access
2,022
informal_vendor
69
male
amoxicillin
diarrhoea
1
1
0
indian_generic
0
0
0
101.5
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
COM-00058
community_otc_access
2,022
community_pharmacy
20
female
amoxicillin
respiratory_infection
1
1
0
local_generic
1
0
1
60.9
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00059
community_otc_access
2,020
market_stall
47
male
doxycycline
other
1
1
1
who_prequalified
0
0
0
99.8
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00060
community_otc_access
2,015
informal_vendor
20
female
ampicillin
respiratory_infection
0
0
1
chinese_generic
1
1
0
10
1
0
1
1
0
0
1
0
0
0
0
0
0
0
0
0
COM-00061
community_otc_access
2,022
community_pharmacy
22
female
cotrimoxazole
STI
1
0
0
indian_generic
1
0
1
70.4
1
1
0
1
0
0
0
1
0
0
0
0
0
0
0
1
COM-00062
community_otc_access
2,023
market_stall
0
male
amoxicillin
diarrhoea
1
0
0
branded_originator
0
0
0
95.4
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00063
community_otc_access
2,022
drug_shop
27
male
ciprofloxacin
UTI
1
1
1
indian_generic
0
0
0
98.5
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00064
community_otc_access
2,013
drug_shop
2
female
amoxicillin
respiratory_infection
1
1
1
branded_originator
0
0
0
94.2
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00065
community_otc_access
2,024
community_pharmacy
0
male
metronidazole
respiratory_infection
0
0
0
chinese_generic
0
0
0
93.4
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00066
community_otc_access
2,019
informal_vendor
15
female
ciprofloxacin
skin_wound
0
0
1
chinese_generic
1
0
1
69.3
1
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00067
community_otc_access
2,016
drug_shop
42
female
ciprofloxacin
diarrhoea
1
1
1
local_generic
1
0
1
61.5
1
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00068
community_otc_access
2,024
drug_shop
31
female
amoxicillin
respiratory_infection
1
1
1
branded_originator
0
0
0
100.2
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00069
community_otc_access
2,014
community_pharmacy
17
female
ciprofloxacin
other
0
0
0
chinese_generic
0
0
0
88.7
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00070
community_otc_access
2,024
informal_vendor
47
male
cotrimoxazole
respiratory_infection
0
0
0
indian_generic
0
0
0
96.2
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00071
community_otc_access
2,012
informal_vendor
24
female
amoxicillin
skin_wound
1
1
1
indian_generic
1
0
1
64.1
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00072
community_otc_access
2,018
market_stall
66
male
metronidazole
UTI
0
0
1
branded_originator
1
1
0
38.7
1
1
0
1
0
0
1
0
0
0
0
0
0
0
0
0
COM-00073
community_otc_access
2,015
market_stall
48
female
metronidazole
surgical_prophylaxis
0
0
0
local_generic
0
0
0
99.2
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00074
community_otc_access
2,021
drug_shop
19
male
cotrimoxazole
UTI
1
1
0
unknown
0
0
0
94.8
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
COM-00075
community_otc_access
2,024
community_pharmacy
19
male
amoxicillin
respiratory_infection
1
0
0
indian_generic
0
0
0
105.9
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00076
community_otc_access
2,011
community_pharmacy
42
female
cotrimoxazole
STI
1
1
1
who_prequalified
0
0
0
100.7
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00077
community_otc_access
2,013
community_pharmacy
0
female
ciprofloxacin
skin_wound
0
0
0
indian_generic
1
0
1
81.6
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00078
community_otc_access
2,011
informal_vendor
23
female
cotrimoxazole
diarrhoea
0
0
0
who_prequalified
0
0
0
94.1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00079
community_otc_access
2,018
informal_vendor
0
male
doxycycline
respiratory_infection
1
1
0
indian_generic
1
0
1
54.1
1
1
0
1
0
0
0
1
0
0
0
0
0
0
0
1
COM-00080
community_otc_access
2,014
drug_shop
24
female
metronidazole
respiratory_infection
1
0
0
indian_generic
0
0
0
94.5
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00081
community_otc_access
2,016
community_pharmacy
24
male
cotrimoxazole
respiratory_infection
1
1
1
who_prequalified
0
0
0
102.2
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00082
community_otc_access
2,019
market_stall
21
female
ciprofloxacin
respiratory_infection
1
1
0
chinese_generic
0
0
0
92.3
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
COM-00083
community_otc_access
2,023
drug_shop
29
male
metronidazole
other
1
1
1
indian_generic
1
0
1
54.5
1
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
COM-00084
community_otc_access
2,022
community_pharmacy
13
female
cotrimoxazole
skin_wound
1
1
0
indian_generic
0
0
0
92
0
0
0
1
0
0
1
0
0
0
0
0
0
0
0
0
COM-00085
community_otc_access
2,022
community_pharmacy
22
female
cotrimoxazole
respiratory_infection
1
1
0
chinese_generic
0
0
0
98.5
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00086
community_otc_access
2,014
informal_vendor
24
male
ciprofloxacin
respiratory_infection
1
1
1
unknown
0
0
0
98.2
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00087
community_otc_access
2,023
drug_shop
11
male
metronidazole
STI
1
0
0
indian_generic
1
0
1
41.7
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00088
community_otc_access
2,021
informal_vendor
0
male
amoxicillin
skin_wound
1
1
1
unknown
1
0
1
54.2
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00089
community_otc_access
2,017
market_stall
12
male
ampicillin
UTI
0
0
1
branded_originator
0
0
0
96.1
0
0
0
1
0
0
0
1
0
0
0
0
0
0
0
1
COM-00090
community_otc_access
2,019
drug_shop
13
male
ampicillin
respiratory_infection
1
0
1
indian_generic
0
0
0
94.9
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00091
community_otc_access
2,024
informal_vendor
27
female
ciprofloxacin
skin_wound
1
1
1
branded_originator
0
0
0
99.6
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00092
community_otc_access
2,013
community_pharmacy
0
male
azithromycin
respiratory_infection
1
0
0
chinese_generic
0
0
0
96.9
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00093
community_otc_access
2,015
drug_shop
21
female
cotrimoxazole
respiratory_infection
1
0
1
branded_originator
1
0
1
52.6
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00094
community_otc_access
2,019
informal_vendor
65
female
amoxicillin
diarrhoea
1
1
1
indian_generic
1
1
0
0
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00095
community_otc_access
2,018
informal_vendor
51
male
ciprofloxacin
skin_wound
0
0
0
unknown
0
0
0
98.2
0
0
0
1
1
1
0
0
0
0
0
0
0
0
0
0
COM-00096
community_otc_access
2,010
drug_shop
22
female
amoxicillin
diarrhoea
1
1
1
indian_generic
0
0
0
97
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00097
community_otc_access
2,014
community_pharmacy
24
male
ciprofloxacin
other
0
0
0
branded_originator
0
0
0
101.9
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00098
community_otc_access
2,017
market_stall
9
female
doxycycline
UTI
1
1
0
chinese_generic
0
0
0
102.9
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00099
community_otc_access
2,014
informal_vendor
4
male
cotrimoxazole
respiratory_infection
1
1
1
chinese_generic
1
0
1
65.9
1
0
0
1
1
0
0
1
1
0
0
0
0
0
0
1