Datasets:
electricsheepafrica
/
africa-synth-online-pharmacy-unregistered-all

Dataset card Data Studio Files
xet
 Community
record_id
string
scenario
string
year
int64
platform
string
product
string
age
int64
sex
string
no_prescription
int64
self_medication
int64
pharmacist_involved
int64
verified_seller
int64
unregistered
int64
nmra_approved
int64
manufacturer_known
int64
batch_traceable
int64
is_substandard_falsified
int64
is_falsified
int64
no_active_ingredient
int64
wrong_ingredient
int64
contaminated
int64
delivery_method
string
delivery_days
int64
adr_occurred
int64
treatment_failure
int64
hospitalisation
int64
delayed_care
int64
reported_to_nmra
int64
consumer_aware_risk
int64
price_usd
float64
any_adverse
int64
SOC-00100
social_media_marketplace
2,023
facebook_marketplace
other
40
male
1
0
0
0
1
0
0
0
1
0
0
0
0
rider
1
1
0
0
0
0
0
3.04
1
SOC-00101
social_media_marketplace
2,012
facebook_marketplace
antibiotic
33
male
1
1
0
0
1
0
1
0
1
1
0
0
0
pickup
14
0
0
0
0
0
0
8.43
0
SOC-00102
social_media_marketplace
2,011
instagram
sexual_stimulant
28
female
1
0
0
0
0
0
0
0
1
0
0
0
0
rider
1
0
0
0
0
0
0
2.91
0
SOC-00103
social_media_marketplace
2,022
whatsapp
weight_loss
40
female
1
1
0
1
0
1
1
0
0
0
0
0
0
rider
4
0
0
0
0
0
0
3.91
0
SOC-00104
social_media_marketplace
2,017
instagram
antimalarial
15
male
1
1
0
0
1
0
0
0
0
0
0
0
0
rider
1
0
0
0
1
0
0
3.32
1
SOC-00105
social_media_marketplace
2,024
whatsapp
sexual_stimulant
22
male
1
1
0
0
1
0
0
0
0
0
0
0
0
postal
1
0
0
0
1
0
0
7.85
1
SOC-00106
social_media_marketplace
2,015
instagram
sexual_stimulant
53
female
1
1
0
0
1
0
0
0
1
0
0
0
0
pickup
5
0
0
0
1
0
0
2.38
1
SOC-00107
social_media_marketplace
2,017
facebook_marketplace
analgesic
32
male
1
1
0
0
0
0
1
0
0
0
0
0
0
courier
1
0
0
0
1
0
1
27.46
1
SOC-00108
social_media_marketplace
2,010
instagram
sexual_stimulant
42
female
1
1
0
0
1
0
1
1
0
0
0
0
0
pickup
1
0
0
0
0
0
0
0.52
0
SOC-00109
social_media_marketplace
2,019
whatsapp
weight_loss
43
female
0
0
0
0
1
0
1
1
0
0
0
0
0
courier
5
0
0
0
0
0
0
2.74
0
SOC-00110
social_media_marketplace
2,011
tiktok
supplement
33
female
1
1
0
0
1
0
1
0
0
0
0
0
0
pickup
1
0
0
0
0
0
0
5.28
0
SOC-00111
social_media_marketplace
2,013
facebook_marketplace
antibiotic
16
male
1
1
0
0
0
0
0
0
0
0
0
0
0
pickup
11
0
0
0
1
0
0
0.45
1
SOC-00112
social_media_marketplace
2,020
whatsapp
analgesic
15
female
1
1
0
0
1
0
0
0
0
0
0
0
0
pickup
5
0
0
0
1
0
0
16.19
1
SOC-00113
social_media_marketplace
2,024
facebook_marketplace
weight_loss
15
male
1
1
0
0
1
0
0
0
0
0
0
0
0
postal
1
0
0
0
0
0
0
1.38
0
SOC-00114
social_media_marketplace
2,013
telegram
antibiotic
24
female
0
0
0
0
1
0
0
0
0
0
0
0
0
pickup
5
0
0
0
0
0
0
0.69
0
SOC-00115
social_media_marketplace
2,011
whatsapp
antimalarial
26
male
1
1
0
0
1
0
0
0
0
0
0
0
0
courier
1
0
0
0
0
0
0
3.55
0
SOC-00116
social_media_marketplace
2,021
whatsapp
other
19
female
1
1
0
0
1
0
1
1
0
0
0
0
0
postal
1
0
0
0
0
0
0
17.59
0
SOC-00117
social_media_marketplace
2,020
tiktok
weight_loss
40
male
1
1
0
0
1
0
0
0
0
0
0
0
0
pickup
1
0
0
0
1
0
1
5.71
1
SOC-00118
social_media_marketplace
2,010
instagram
supplement
42
female
1
1
0
0
0
1
0
0
1
1
1
0
0
courier
2
0
0
0
0
0
0
0.82
0
SOC-00119
social_media_marketplace
2,016
tiktok
other
32
female
1
1
0
0
1
0
1
0
1
0
0
0
0
postal
12
0
0
0
0
0
0
8.68
0
SOC-00120
social_media_marketplace
2,014
tiktok
analgesic
30
female
1
1
0
0
1
0
0
0
0
0
0
0
0
pickup
1
0
0
0
0
0
0
1.36
0
SOC-00121
social_media_marketplace
2,021
telegram
analgesic
32
male
1
1
0
0
0
0
0
0
0
0
0
0
0
rider
5
0
0
0
0
0
0
6.88
0
SOC-00122
social_media_marketplace
2,014
telegram
antibiotic
30
male
1
0
0
0
1
0
0
0
0
0
0
0
0
postal
3
0
0
0
0
0
0
2.98
0
SOC-00123
social_media_marketplace
2,017
telegram
supplement
21
female
1
1
0
0
0
1
0
0
1
0
0
0
0
postal
7
0
0
0
0
0
0
1.88
0
SOC-00124
social_media_marketplace
2,018
facebook_marketplace
supplement
18
male
1
1
0
0
0
1
1
1
0
0
0
0
0
courier
3
0
0
0
0
0
1
2.6
0
SOC-00125
social_media_marketplace
2,022
facebook_marketplace
antibiotic
24
female
1
1
0
0
1
0
1
0
1
1
0
0
0
rider
1
0
0
0
0
0
0
3.36
0
SOC-00126
social_media_marketplace
2,018
whatsapp
weight_loss
15
female
1
0
0
0
1
0
0
0
0
0
0
0
0
pickup
4
0
0
0
0
0
0
5.85
0
SOC-00127
social_media_marketplace
2,024
facebook_marketplace
skin_lightening
32
female
1
1
0
1
0
1
0
0
0
0
0
0
0
courier
1
0
0
0
1
0
0
8.42
1
SOC-00128
social_media_marketplace
2,013
instagram
skin_lightening
24
female
1
0
0
0
0
0
0
0
0
0
0
0
0
postal
8
0
0
0
0
0
0
9.14
0
SOC-00129
social_media_marketplace
2,011
instagram
sexual_stimulant
15
male
1
1
0
1
0
0
1
1
0
0
0
0
0
courier
8
0
0
0
0
0
0
5.47
0
SOC-00130
social_media_marketplace
2,011
tiktok
other
22
male
1
0
0
0
1
0
0
0
0
0
0
0
0
pickup
2
0
0
0
0
0
0
24.69
0
SOC-00131
social_media_marketplace
2,010
telegram
antibiotic
17
male
1
1
0
0
0
1
1
0
0
0
0
0
0
postal
17
0
0
0
0
0
0
5.15
0
SOC-00132
social_media_marketplace
2,017
facebook_marketplace
weight_loss
21
male
1
1
0
0
1
0
0
0
0
0
0
0
0
courier
5
0
0
0
1
0
0
2.14
1
SOC-00133
social_media_marketplace
2,018
whatsapp
sexual_stimulant
15
female
1
1
0
1
0
1
1
1
0
0
0
0
0
pickup
4
0
0
0
0
0
1
6.52
0
SOC-00134
social_media_marketplace
2,020
facebook_marketplace
antibiotic
33
male
0
0
0
0
0
1
0
0
0
0
0
0
0
rider
1
0
0
0
0
0
0
6.55
0
SOC-00135
social_media_marketplace
2,012
whatsapp
antimalarial
30
female
0
0
1
0
1
0
1
0
0
0
0
0
0
pickup
6
0
0
0
0
0
0
4.51
0
SOC-00136
social_media_marketplace
2,019
telegram
skin_lightening
15
male
1
1
1
0
1
0
0
0
1
1
0
0
0
rider
16
0
0
0
1
0
0
2.78
1
SOC-00137
social_media_marketplace
2,014
tiktok
supplement
21
male
1
1
0
0
1
0
0
0
1
1
0
1
0
pickup
6
0
0
0
0
0
0
10.58
0
SOC-00138
social_media_marketplace
2,011
whatsapp
sexual_stimulant
20
male
1
1
0
0
1
0
0
0
0
0
0
0
0
pickup
1
0
0
0
0
0
1
1.64
0
SOC-00139
social_media_marketplace
2,014
instagram
sexual_stimulant
23
female
1
1
0
0
0
0
0
0
1
0
0
0
0
courier
1
0
0
0
0
0
0
3.48
0
SOC-00140
social_media_marketplace
2,023
instagram
antibiotic
31
male
1
1
0
0
1
0
1
1
0
0
0
0
0
postal
6
0
0
0
0
0
0
1.02
0
SOC-00141
social_media_marketplace
2,017
instagram
other
50
female
1
1
0
0
1
0
0
0
1
1
1
0
0
courier
16
0
0
0
0
0
0
8.15
0
SOC-00142
social_media_marketplace
2,022
instagram
antimalarial
25
male
1
1
0
0
1
0
0
0
0
0
0
0
0
rider
1
0
0
0
0
0
0
4.06
0
SOC-00143
social_media_marketplace
2,023
tiktok
antimalarial
15
male
1
1
0
0
1
0
0
0
1
0
0
0
0
pickup
6
0
0
0
0
0
0
2.83
0
SOC-00144
social_media_marketplace
2,017
instagram
sexual_stimulant
23
male
1
1
0
0
1
0
1
1
0
0
0
0
0
courier
7
0
0
0
0
0
0
1.75
0
SOC-00145
social_media_marketplace
2,010
instagram
supplement
52
male
1
1
0
0
0
1
0
0
0
0
0
0
0
rider
3
0
0
0
0
0
0
0.75
0
SOC-00146
social_media_marketplace
2,016
whatsapp
sexual_stimulant
16
male
1
0
0
0
0
1
0
0
0
0
0
0
0
pickup
1
0
0
0
0
0
0
1.21
0
SOC-00147
social_media_marketplace
2,024
instagram
skin_lightening
33
female
1
0
0
1
1
0
0
0
1
1
1
1
1
rider
4
0
0
0
0
0
0
3.92
0
SOC-00148
social_media_marketplace
2,016
instagram
sexual_stimulant
30
female
1
0
0
0
0
1
1
1
1
1
0
0
0
pickup
1
0
0
0
0
1
0
5.85
0
SOC-00149
social_media_marketplace
2,021
instagram
sexual_stimulant
30
female
1
1
0
0
1
0
0
0
1
1
1
0
0
postal
2
0
0
0
0
0
0
6.55
0
SOC-00150
social_media_marketplace
2,023
facebook_marketplace
other
36
male
1
1
0
0
1
0
0
0
1
1
0
1
0
postal
1
0
0
0
0
0
0
6.81
0
SOC-00151
social_media_marketplace
2,021
telegram
antibiotic
24
male
1
1
0
0
1
0
1
0
0
0
0
0
0
postal
1
0
0
0
0
0
0
7.89
0
SOC-00152
social_media_marketplace
2,018
facebook_marketplace
other
28
male
1
1
0
0
1
0
0
0
0
0
0
0
0
courier
1
0
0
0
1
0
0
6.02
1
SOC-00153
social_media_marketplace
2,024
facebook_marketplace
analgesic
35
male
1
1
0
0
1
0
0
0
0
0
0
0
0
rider
7
0
0
0
0
0
0
2.89
0
SOC-00154
social_media_marketplace
2,014
tiktok
weight_loss
31
male
1
1
0
0
1
0
0
0
1
0
0
0
0
courier
1
0
0
0
0
0
1
1.21
0
SOC-00155
social_media_marketplace
2,015
facebook_marketplace
antibiotic
24
male
1
1
0
0
1
0
0
0
1
1
0
0
0
postal
30
0
0
0
0
0
0
6.36
0
SOC-00156
social_media_marketplace
2,015
telegram
other
32
male
1
1
0
0
1
0
1
0
0
0
0
0
0
courier
7
0
0
0
0
0
1
2.34
0
SOC-00157
social_media_marketplace
2,020
whatsapp
antimalarial
30
female
1
0
0
0
1
0
1
0
1
0
0
0
1
courier
4
0
0
0
0
0
0
2.49
0
SOC-00158
social_media_marketplace
2,016
whatsapp
analgesic
18
female
1
0
0
0
0
1
1
0
1
1
1
0
0
courier
1
0
0
0
0
0
0
0.88
0
SOC-00159
social_media_marketplace
2,021
instagram
sexual_stimulant
21
female
1
0
0
1
0
1
0
0
1
1
0
0
0
postal
3
0
0
0
0
0
0
2.44
0
SOC-00160
social_media_marketplace
2,022
tiktok
other
36
male
1
0
0
0
0
0
0
0
1
1
0
1
0
pickup
5
0
0
0
0
0
0
8.02
0
SOC-00161
social_media_marketplace
2,010
instagram
skin_lightening
18
male
1
1
0
0
0
0
0
0
0
0
0
0
0
rider
2
0
0
0
0
0
0
2.39
0
SOC-00162
social_media_marketplace
2,023
whatsapp
antibiotic
28
male
1
1
0
0
1
0
1
0
1
0
0
0
0
courier
4
0
0
0
0
0
0
0.99
0
SOC-00163
social_media_marketplace
2,018
tiktok
sexual_stimulant
15
female
1
1
0
0
0
1
0
0
0
0
0
0
0
pickup
6
0
0
0
0
0
0
6.54
0
SOC-00164
social_media_marketplace
2,022
telegram
antibiotic
35
male
1
1
0
0
1
0
1
0
1
0
0
0
1
rider
1
0
0
0
0
0
0
4.29
0
SOC-00165
social_media_marketplace
2,022
facebook_marketplace
supplement
15
male
0
0
0
0
0
1
1
1
0
0
0
0
0
courier
11
0
0
0
0
0
1
0.84
0
SOC-00166
social_media_marketplace
2,013
whatsapp
skin_lightening
15
female
1
1
0
0
1
0
1
0
0
0
0
0
0
courier
4
0
0
0
0
0
0
2.65
0
SOC-00167
social_media_marketplace
2,020
instagram
sexual_stimulant
44
female
1
1
0
0
0
1
0
0
0
0
0
0
0
courier
1
0
0
0
0
0
0
3.28
0
SOC-00168
social_media_marketplace
2,016
facebook_marketplace
weight_loss
44
male
1
1
0
0
1
0
1
0
0
0
0
0
0
courier
1
0
0
0
0
0
0
1.03
0
SOC-00169
social_media_marketplace
2,017
whatsapp
sexual_stimulant
27
female
1
1
0
0
0
0
1
0
1
1
0
0
0
postal
3
0
0
0
0
0
1
9.71
0
SOC-00170
social_media_marketplace
2,018
telegram
antibiotic
20
male
1
1
0
0
1
0
0
0
1
1
0
0
0
rider
12
0
0
0
0
0
0
7.78
0
SOC-00171
social_media_marketplace
2,017
instagram
analgesic
15
male
1
1
0
0
0
0
0
0
0
0
0
0
0
pickup
3
0
0
0
0
0
0
9.41
0
SOC-00172
social_media_marketplace
2,022
facebook_marketplace
weight_loss
34
female
1
1
0
0
0
1
1
1
0
0
0
0
0
postal
6
0
0
0
0
0
0
4.43
0
SOC-00173
social_media_marketplace
2,024
whatsapp
other
15
male
1
1
0
0
1
0
0
0
0
0
0
0
0
rider
3
0
0
0
0
0
0
24.53
0
SOC-00174
social_media_marketplace
2,021
whatsapp
supplement
15
male
1
0
0
0
0
0
1
0
0
0
0
0
0
courier
1
0
0
0
0
0
1
4.84
0
SOC-00175
social_media_marketplace
2,020
instagram
supplement
34
male
1
1
0
0
1
0
1
0
0
0
0
0
0
rider
2
0
0
0
0
0
0
3.6
0
SOC-00176
social_media_marketplace
2,017
facebook_marketplace
antibiotic
20
female
1
1
0
0
1
0
0
0
0
0
0
0
0
courier
4
0
0
0
0
0
0
28.17
0
SOC-00177
social_media_marketplace
2,017
facebook_marketplace
weight_loss
20
female
1
1
0
0
1
0
0
0
0
0
0
0
0
rider
4
0
0
0
0
0
0
2.1
0
SOC-00178
social_media_marketplace
2,017
whatsapp
antibiotic
27
female
1
0
0
0
1
0
0
0
1
0
0
0
0
rider
3
0
0
0
0
0
0
8.85
0
SOC-00179
social_media_marketplace
2,012
tiktok
antibiotic
28
female
1
1
0
0
0
1
0
0
1
0
0
0
0
rider
5
0
0
0
0
0
0
3.41
0
SOC-00180
social_media_marketplace
2,012
whatsapp
sexual_stimulant
24
female
1
1
0
0
0
1
0
0
0
0
0
0
0
postal
7
0
0
0
0
0
0
2.44
0
SOC-00181
social_media_marketplace
2,018
instagram
antibiotic
16
female
1
0
0
0
1
0
0
0
1
0
0
0
0
pickup
5
1
0
0
0
0
0
1.57
1
SOC-00182
social_media_marketplace
2,013
whatsapp
analgesic
24
female
1
1
0
0
1
0
0
0
0
0
0
0
0
rider
1
0
0
0
0
0
0
11.36
0
SOC-00183
social_media_marketplace
2,016
facebook_marketplace
sexual_stimulant
17
male
1
1
0
0
1
0
1
0
1
0
0
0
0
courier
1
1
0
0
0
0
0
0.46
1
SOC-00184
social_media_marketplace
2,011
whatsapp
antibiotic
15
female
0
0
0
0
1
0
1
1
1
1
0
0
0
postal
8
0
0
0
0
0
0
1.78
0
SOC-00185
social_media_marketplace
2,014
whatsapp
other
24
female
1
1
0
0
0
1
1
0
0
0
0
0
0
rider
2
0
0
0
0
0
0
4.37
0
SOC-00186
social_media_marketplace
2,018
facebook_marketplace
skin_lightening
24
male
1
1
0
0
0
1
0
0
1
0
0
0
0
courier
4
0
0
0
0
0
0
8.55
0
SOC-00187
social_media_marketplace
2,023
whatsapp
other
25
female
0
0
0
0
1
0
1
0
1
0
0
0
0
courier
3
0
0
0
0
0
0
1
0
SOC-00188
social_media_marketplace
2,012
facebook_marketplace
antibiotic
32
female
1
1
0
0
1
0
1
1
1
0
0
0
0
courier
1
0
0
0
0
0
0
1.53
0
SOC-00189
social_media_marketplace
2,015
tiktok
sexual_stimulant
34
female
1
1
0
0
0
1
0
0
1
0
0
0
0
postal
3
0
0
0
0
0
0
4.83
0
SOC-00190
social_media_marketplace
2,022
tiktok
supplement
27
male
1
1
0
0
0
0
0
0
1
0
0
0
1
postal
1
0
1
0
0
0
0
5.31
1
SOC-00191
social_media_marketplace
2,019
whatsapp
other
38
male
1
1
0
0
1
0
0
0
1
1
0
0
0
rider
4
0
0
0
0
0
0
2.23
0
SOC-00192
social_media_marketplace
2,021
whatsapp
skin_lightening
15
female
1
1
0
0
1
0
1
0
0
0
0
0
0
rider
4
0
0
0
0
0
0
1.61
0
SOC-00193
social_media_marketplace
2,011
whatsapp
supplement
15
female
1
1
0
0
1
0
1
0
1
1
1
0
0
pickup
1
0
0
0
0
1
0
1.37
0
SOC-00194
social_media_marketplace
2,019
whatsapp
analgesic
27
female
1
1
0
0
1
0
1
0
0
0
0
0
0
pickup
5
0
0
0
0
0
0
14.79
0
SOC-00195
social_media_marketplace
2,014
telegram
sexual_stimulant
42
female
1
1
0
0
0
1
1
0
0
0
0
0
0
courier
24
0
0
0
0
0
0
1.32
0
SOC-00196
social_media_marketplace
2,018
facebook_marketplace
supplement
34
female
0
0
0
0
0
1
1
0
0
0
0
0
0
courier
1
0
0
0
0
0
1
19.75
0
SOC-00197
social_media_marketplace
2,012
telegram
sexual_stimulant
24
male
0
0
0
0
1
0
1
0
0
0
0
0
0
postal
15
0
0
0
0
0
0
1.57
0
SOC-00198
social_media_marketplace
2,017
instagram
other
41
male
1
1
0
0
1
0
0
0
0
0
0
0
0
courier
2
0
0
0
1
0
0
4.4
1
SOC-00199
social_media_marketplace
2,023
facebook_marketplace
antimalarial
33
female
1
1
0
0
0
0
0
0
1
0
0
0
1
postal
4
1
1
1
0
0
0
1.52
1