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-00600
community_otc_access
2,024
drug_shop
19
male
amoxicillin
respiratory_infection
1
1
1
indian_generic
0
0
0
95.3
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00601
community_otc_access
2,011
drug_shop
46
male
cotrimoxazole
respiratory_infection
1
1
1
unknown
1
1
0
32.7
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00602
community_otc_access
2,017
community_pharmacy
9
male
amoxicillin
surgical_prophylaxis
1
1
1
indian_generic
0
0
0
95.8
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00603
community_otc_access
2,015
drug_shop
0
male
ampicillin
diarrhoea
0
0
0
unknown
0
0
0
95.5
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
COM-00604
community_otc_access
2,018
community_pharmacy
16
male
doxycycline
diarrhoea
0
0
0
chinese_generic
0
0
0
95.3
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00605
community_otc_access
2,012
community_pharmacy
45
female
amoxicillin
respiratory_infection
0
0
1
who_prequalified
0
0
0
98.3
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00606
community_otc_access
2,021
informal_vendor
50
male
cotrimoxazole
respiratory_infection
1
1
0
who_prequalified
0
0
0
93.9
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00607
community_otc_access
2,021
community_pharmacy
46
male
ampicillin
respiratory_infection
1
1
0
branded_originator
0
0
0
95.3
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00608
community_otc_access
2,016
drug_shop
38
male
amoxicillin
respiratory_infection
1
0
0
chinese_generic
0
0
0
104.1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00609
community_otc_access
2,024
market_stall
0
female
amoxicillin
respiratory_infection
1
1
0
local_generic
0
0
0
95.8
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00610
community_otc_access
2,017
informal_vendor
27
male
ciprofloxacin
respiratory_infection
0
0
1
unknown
0
0
0
92.1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00611
community_otc_access
2,016
community_pharmacy
0
male
ampicillin
STI
1
0
0
chinese_generic
1
1
0
0
1
1
0
1
0
0
0
1
0
0
0
0
0
0
0
1
COM-00612
community_otc_access
2,021
drug_shop
49
male
metronidazole
respiratory_infection
0
0
0
who_prequalified
0
0
0
102.7
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00613
community_otc_access
2,023
drug_shop
48
male
amoxicillin
skin_wound
1
0
1
branded_originator
0
0
0
92
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00614
community_otc_access
2,015
community_pharmacy
33
female
ciprofloxacin
STI
1
1
0
who_prequalified
1
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00615
community_otc_access
2,017
informal_vendor
0
female
amoxicillin
UTI
0
0
1
chinese_generic
0
0
0
93.5
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
COM-00616
community_otc_access
2,012
drug_shop
21
male
amoxicillin
STI
1
1
0
indian_generic
1
0
1
50.8
1
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
COM-00617
community_otc_access
2,023
market_stall
1
male
cotrimoxazole
diarrhoea
1
1
0
indian_generic
0
0
0
101.1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00618
community_otc_access
2,013
drug_shop
42
female
amoxicillin
other
0
0
1
indian_generic
0
0
0
95
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00619
community_otc_access
2,020
drug_shop
28
male
doxycycline
respiratory_infection
1
1
0
indian_generic
0
0
0
94.8
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00620
community_otc_access
2,023
community_pharmacy
27
female
metronidazole
respiratory_infection
0
0
1
indian_generic
0
0
0
99.8
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00621
community_otc_access
2,016
informal_vendor
45
female
amoxicillin
skin_wound
1
1
0
chinese_generic
1
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00622
community_otc_access
2,019
drug_shop
46
male
amoxicillin
skin_wound
1
0
1
indian_generic
0
0
0
89.9
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00623
community_otc_access
2,022
drug_shop
5
female
cotrimoxazole
other
1
1
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-00624
community_otc_access
2,019
informal_vendor
33
female
cotrimoxazole
UTI
1
1
0
local_generic
0
0
0
100.3
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
COM-00625
community_otc_access
2,013
drug_shop
26
male
metronidazole
respiratory_infection
1
1
1
unknown
1
0
1
79.6
1
0
0
1
0
0
0
1
0
0
0
0
0
0
0
1
COM-00626
community_otc_access
2,013
informal_vendor
44
female
cotrimoxazole
respiratory_infection
1
0
1
who_prequalified
0
0
0
93.4
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00627
community_otc_access
2,023
market_stall
57
female
azithromycin
skin_wound
0
0
0
local_generic
0
0
0
99.9
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00628
community_otc_access
2,013
community_pharmacy
17
male
amoxicillin
diarrhoea
1
1
0
unknown
0
0
0
97.4
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00629
community_otc_access
2,018
drug_shop
70
female
ciprofloxacin
respiratory_infection
1
1
1
branded_originator
1
0
1
71.9
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00630
community_otc_access
2,016
informal_vendor
42
male
amoxicillin
diarrhoea
1
1
0
who_prequalified
1
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00631
community_otc_access
2,012
informal_vendor
26
female
amoxicillin
diarrhoea
0
0
1
indian_generic
1
0
1
40.2
1
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00632
community_otc_access
2,019
market_stall
45
female
cotrimoxazole
other
0
0
0
unknown
0
0
0
85.5
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00633
community_otc_access
2,013
drug_shop
18
female
metronidazole
surgical_prophylaxis
0
0
0
chinese_generic
0
0
0
97.7
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00634
community_otc_access
2,021
drug_shop
17
male
amoxicillin
respiratory_infection
1
1
1
indian_generic
0
0
0
104.2
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00635
community_otc_access
2,022
community_pharmacy
41
male
doxycycline
respiratory_infection
1
1
0
chinese_generic
0
0
0
99.3
0
0
0
1
0
0
1
0
0
0
0
0
0
0
0
0
COM-00636
community_otc_access
2,017
community_pharmacy
28
female
amoxicillin
skin_wound
1
1
1
indian_generic
0
0
0
99.3
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00637
community_otc_access
2,016
community_pharmacy
33
male
cotrimoxazole
surgical_prophylaxis
1
1
1
unknown
1
1
0
0
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1
COM-00638
community_otc_access
2,011
market_stall
38
female
amoxicillin
UTI
1
1
1
chinese_generic
0
0
0
90.8
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00639
community_otc_access
2,015
market_stall
23
female
doxycycline
diarrhoea
1
0
0
local_generic
0
0
0
91.4
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00640
community_otc_access
2,018
community_pharmacy
43
male
tetracycline
diarrhoea
1
0
1
local_generic
0
0
0
90.4
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00641
community_otc_access
2,013
market_stall
51
female
metronidazole
respiratory_infection
1
1
0
indian_generic
0
0
0
96.9
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00642
community_otc_access
2,015
informal_vendor
19
female
metronidazole
respiratory_infection
1
1
0
indian_generic
0
0
0
108.3
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00643
community_otc_access
2,023
informal_vendor
32
male
cotrimoxazole
diarrhoea
1
1
0
indian_generic
1
0
1
67.1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00644
community_otc_access
2,011
drug_shop
19
female
amoxicillin
other
0
0
0
who_prequalified
1
0
1
64.1
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00645
community_otc_access
2,021
informal_vendor
27
male
metronidazole
surgical_prophylaxis
1
1
1
who_prequalified
1
0
1
63.7
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00646
community_otc_access
2,010
informal_vendor
21
female
amoxicillin
respiratory_infection
1
0
1
chinese_generic
0
0
0
95.6
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00647
community_otc_access
2,017
market_stall
15
male
cotrimoxazole
surgical_prophylaxis
0
0
0
indian_generic
1
1
0
4.9
1
1
1
1
0
0
1
1
0
0
0
0
0
0
0
1
COM-00648
community_otc_access
2,023
informal_vendor
26
female
ciprofloxacin
diarrhoea
1
1
1
who_prequalified
1
0
1
70.3
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00649
community_otc_access
2,021
community_pharmacy
58
male
ciprofloxacin
surgical_prophylaxis
1
1
0
local_generic
0
0
0
98.7
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00650
community_otc_access
2,022
informal_vendor
76
female
ampicillin
surgical_prophylaxis
1
1
0
indian_generic
1
1
0
12.4
1
1
0
0
0
0
0
1
0
0
0
0
0
0
0
1
COM-00651
community_otc_access
2,017
drug_shop
41
female
amoxicillin
skin_wound
1
1
1
indian_generic
1
1
0
0
1
0
0
1
0
1
0
0
0
0
0
0
0
0
0
0
COM-00652
community_otc_access
2,013
drug_shop
28
female
cotrimoxazole
diarrhoea
0
0
1
who_prequalified
0
0
0
86.4
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
COM-00653
community_otc_access
2,020
drug_shop
38
female
metronidazole
UTI
0
0
0
chinese_generic
0
0
0
100.6
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00654
community_otc_access
2,023
drug_shop
21
male
cotrimoxazole
UTI
1
1
1
chinese_generic
1
0
1
67.4
1
1
0
1
1
0
0
0
0
0
0
0
0
0
0
0
COM-00655
community_otc_access
2,011
market_stall
41
male
amoxicillin
respiratory_infection
0
0
1
chinese_generic
0
0
0
101.5
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00656
community_otc_access
2,010
drug_shop
39
female
azithromycin
surgical_prophylaxis
0
0
1
indian_generic
0
0
0
92
0
0
0
1
1
0
0
1
0
0
0
0
0
0
0
1
COM-00657
community_otc_access
2,014
informal_vendor
16
female
cotrimoxazole
diarrhoea
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-00658
community_otc_access
2,016
community_pharmacy
48
female
doxycycline
diarrhoea
1
0
0
indian_generic
0
0
0
98.6
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00659
community_otc_access
2,024
informal_vendor
56
female
amoxicillin
diarrhoea
1
1
1
local_generic
1
1
0
18.8
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00660
community_otc_access
2,010
drug_shop
14
female
metronidazole
skin_wound
1
1
1
chinese_generic
0
0
0
91.8
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00661
community_otc_access
2,014
drug_shop
10
male
doxycycline
UTI
1
1
0
indian_generic
1
1
0
23.8
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00662
community_otc_access
2,023
informal_vendor
10
female
ciprofloxacin
diarrhoea
1
1
0
local_generic
1
0
1
33.1
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00663
community_otc_access
2,023
drug_shop
16
female
ciprofloxacin
surgical_prophylaxis
1
1
1
who_prequalified
0
0
0
88.8
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00664
community_otc_access
2,024
community_pharmacy
15
male
metronidazole
respiratory_infection
1
1
1
indian_generic
0
0
0
96.1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00665
community_otc_access
2,023
informal_vendor
36
female
amoxicillin
skin_wound
1
0
0
local_generic
0
0
0
99.1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00666
community_otc_access
2,024
drug_shop
19
male
metronidazole
UTI
1
1
0
indian_generic
1
0
1
46.2
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00667
community_otc_access
2,019
drug_shop
11
female
cotrimoxazole
skin_wound
1
1
0
chinese_generic
0
0
0
94.1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00668
community_otc_access
2,020
market_stall
17
male
metronidazole
STI
0
0
1
indian_generic
0
0
0
98.5
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00669
community_otc_access
2,021
informal_vendor
21
male
ampicillin
diarrhoea
1
1
0
who_prequalified
0
0
0
104.7
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00670
community_otc_access
2,024
drug_shop
29
male
cotrimoxazole
STI
1
0
0
local_generic
0
0
0
97.6
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00671
community_otc_access
2,019
drug_shop
2
male
cotrimoxazole
surgical_prophylaxis
1
1
1
local_generic
0
0
0
87.3
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00672
community_otc_access
2,013
informal_vendor
5
male
azithromycin
UTI
1
0
1
local_generic
0
0
0
100.4
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00673
community_otc_access
2,012
informal_vendor
17
male
amoxicillin
diarrhoea
1
1
0
local_generic
1
1
0
0
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00674
community_otc_access
2,015
drug_shop
23
female
doxycycline
skin_wound
1
0
0
indian_generic
0
0
0
90.1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00675
community_otc_access
2,018
community_pharmacy
28
female
doxycycline
UTI
1
1
1
unknown
1
1
0
37.1
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1
COM-00676
community_otc_access
2,024
drug_shop
1
male
metronidazole
surgical_prophylaxis
1
1
0
local_generic
0
0
0
93.3
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00677
community_otc_access
2,012
drug_shop
18
female
doxycycline
respiratory_infection
1
1
1
chinese_generic
0
0
0
95.1
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
COM-00678
community_otc_access
2,019
community_pharmacy
40
male
ciprofloxacin
respiratory_infection
1
1
0
local_generic
0
0
0
92.7
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00679
community_otc_access
2,021
informal_vendor
14
male
metronidazole
respiratory_infection
1
1
1
branded_originator
1
0
1
59.1
1
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
COM-00680
community_otc_access
2,015
informal_vendor
21
male
cotrimoxazole
respiratory_infection
1
0
0
chinese_generic
1
1
0
6.4
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1
COM-00681
community_otc_access
2,018
community_pharmacy
28
male
amoxicillin
other
1
1
0
indian_generic
0
0
0
92.5
0
0
0
1
0
0
0
1
0
0
0
0
0
0
0
1
COM-00682
community_otc_access
2,024
community_pharmacy
26
male
amoxicillin
STI
1
1
0
indian_generic
0
0
0
97.3
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00683
community_otc_access
2,010
informal_vendor
53
male
doxycycline
respiratory_infection
1
1
1
indian_generic
0
0
0
94.5
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00684
community_otc_access
2,023
drug_shop
50
female
cotrimoxazole
respiratory_infection
1
1
1
who_prequalified
0
0
0
103.9
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00685
community_otc_access
2,012
market_stall
29
female
cotrimoxazole
respiratory_infection
1
1
1
indian_generic
0
0
0
96.7
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00686
community_otc_access
2,019
market_stall
10
male
tetracycline
respiratory_infection
1
1
1
chinese_generic
0
0
0
104.5
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00687
community_otc_access
2,015
drug_shop
20
male
metronidazole
skin_wound
1
0
0
indian_generic
0
0
0
97.3
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00688
community_otc_access
2,014
drug_shop
35
male
cotrimoxazole
skin_wound
0
0
0
chinese_generic
0
0
0
95.9
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00689
community_otc_access
2,013
community_pharmacy
6
male
cotrimoxazole
surgical_prophylaxis
0
0
1
who_prequalified
0
0
0
96.2
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00690
community_otc_access
2,021
informal_vendor
20
female
tetracycline
respiratory_infection
1
1
0
indian_generic
1
0
1
60.4
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00691
community_otc_access
2,022
drug_shop
18
female
ciprofloxacin
skin_wound
0
0
1
chinese_generic
0
0
0
97.7
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
COM-00692
community_otc_access
2,023
drug_shop
8
male
amoxicillin
respiratory_infection
1
1
1
local_generic
0
0
0
104.8
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
COM-00693
community_otc_access
2,024
market_stall
0
male
doxycycline
other
0
0
0
unknown
1
1
0
0
1
1
0
1
1
0
0
0
0
0
0
0
0
0
0
0
COM-00694
community_otc_access
2,019
market_stall
37
male
doxycycline
surgical_prophylaxis
1
1
0
chinese_generic
1
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00695
community_otc_access
2,020
drug_shop
45
male
amoxicillin
surgical_prophylaxis
0
0
1
chinese_generic
0
0
0
97.6
0
0
0
0
0
0
0
1
1
0
0
0
0
0
0
1
COM-00696
community_otc_access
2,010
community_pharmacy
17
female
cotrimoxazole
STI
0
0
1
local_generic
0
0
0
91.8
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
0
COM-00697
community_otc_access
2,018
informal_vendor
32
female
cotrimoxazole
other
0
0
1
chinese_generic
0
0
0
91.5
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
COM-00698
community_otc_access
2,018
community_pharmacy
34
male
amoxicillin
UTI
0
0
0
indian_generic
0
0
0
94.7
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
COM-00699
community_otc_access
2,022
drug_shop
38
female
doxycycline
skin_wound
1
0
1
indian_generic
0
0
0
95.2
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0