id
int64
platform_type
string
seller_id
string
platform_name
string
product_name
string
product_category
string
prescription_required_legally
int64
prescription_verified
int64
product_registered
int64
seller_licensed
int64
pharmacist_consultation
int64
verified_supply_chain
int64
cold_chain_maintained
int64
manufacturer_origin
string
quality_test_result
string
sf_classification
string
API_content_adequate
int64
price_vs_reference
float64
payment_method
string
consumer_age_group
string
consumer_education
string
consumer_complaint_filed
int64
adverse_event_reported
int64
website_takedown
int64
year
int64
101
social_media
EPHARM_00923
WhatsApp
COVID_treatment
pandemic
0
0
0
0
0
0
0
unknown
fail
falsified
0
0.84
cash_on_delivery
18_24
secondary
0
0
0
2,024
102
social_media
EPHARM_00582
dedicated_website
antibiotic
prescription
1
0
0
0
1
0
0
India
fail
substandard
0
0.74
cryptocurrency
35_49
primary
0
0
0
2,020
103
social_media
EPHARM_00864
TikTok
opioid_analgesic
controlled
1
0
1
0
0
0
1
unknown
pass
compliant
1
0.71
cash_on_delivery
50_plus
tertiary
0
0
0
2,020
104
social_media
EPHARM_00224
marketplace_app
ARV_HIV
essential
1
0
0
0
0
0
0
unknown
fail
substandard
0
0.46
credit_card
35_49
secondary
1
0
0
2,024
105
social_media
EPHARM_00521
Facebook
COVID_treatment
pandemic
0
0
0
0
0
0
0
India
pass
compliant
1
0.26
mobile_money
18_24
tertiary
0
0
0
2,023
106
social_media
EPHARM_00734
marketplace_app
antibiotic
prescription
1
0
1
0
0
0
0
unknown
fail
substandard
0
0.65
mobile_money
35_49
primary
0
0
0
2,023
107
social_media
EPHARM_00542
Instagram
erectile_dysfunction
lifestyle
0
0
1
0
0
0
1
India
fail
falsified
1
0.71
cash_on_delivery
25_34
primary
0
0
0
2,021
108
social_media
EPHARM_00522
marketplace_app
supplement_vitamin
OTC
0
0
0
0
0
0
0
local_SSA
pass
compliant
1
1.14
mobile_money
25_34
secondary
1
0
0
2,024
109
social_media
EPHARM_00190
TikTok
COVID_treatment
pandemic
0
0
0
0
0
0
0
India
pass
compliant
1
0.73
cash_on_delivery
18_24
secondary
0
0
0
2,024
110
social_media
EPHARM_00017
Instagram
antimalarial
essential
1
0
0
0
0
0
0
USA
fail
falsified
0
0.72
mobile_money
35_49
secondary
0
0
0
2,022
111
social_media
EPHARM_00304
TikTok
antibiotic
prescription
1
0
1
0
0
0
1
China
fail
falsified
1
0.71
cryptocurrency
50_plus
tertiary
0
0
0
2,022
112
social_media
EPHARM_00717
Facebook
antimalarial
essential
1
0
0
0
1
0
0
India
fail
falsified
0
0.71
mobile_money
25_34
secondary
0
0
0
2,020
113
social_media
EPHARM_00226
marketplace_app
cancer_medicine
specialty
1
1
0
0
0
0
0
unknown
fail
substandard
1
0.86
mobile_money
50_plus
primary
0
0
0
2,023
114
social_media
EPHARM_00202
WhatsApp
skin_lightening
cosmetic
0
0
1
0
0
0
0
China
fail
substandard
0
0.8
bank_transfer
50_plus
secondary
0
0
0
2,023
115
social_media
EPHARM_00052
Instagram
antimalarial
essential
1
0
0
0
0
0
0
USA
pass
compliant
1
0.76
cryptocurrency
18_24
secondary
1
0
0
2,023
116
social_media
EPHARM_00418
Instagram
supplement_vitamin
OTC
0
0
0
0
0
1
0
unknown
fail
substandard
0
0.85
mobile_money
50_plus
tertiary
1
0
0
2,024
117
social_media
EPHARM_00491
Facebook
erectile_dysfunction
lifestyle
0
0
1
0
0
0
0
India
fail
substandard
1
0.58
bank_transfer
25_34
secondary
1
0
0
2,024
118
social_media
EPHARM_00443
WhatsApp
erectile_dysfunction
lifestyle
0
0
1
0
0
0
0
unknown
pass
compliant
1
0.68
mobile_money
25_34
secondary
0
0
0
2,022
119
social_media
EPHARM_00543
Telegram
weight_loss
lifestyle
0
0
0
0
0
0
0
unknown
fail
substandard
1
0.64
credit_card
35_49
primary
0
0
0
2,023
120
social_media
EPHARM_00255
WhatsApp
antimalarial
essential
1
0
1
0
0
0
0
local_SSA
pass
compliant
1
0.54
credit_card
18_24
tertiary
0
0
0
2,023
121
social_media
EPHARM_00488
Facebook
antibiotic
prescription
1
0
0
0
0
0
0
India
pass
compliant
1
0.54
cash_on_delivery
25_34
secondary
1
0
0
2,020
122
social_media
EPHARM_00420
WhatsApp
antidiabetic
NCD
1
1
1
0
0
0
0
Europe
fail
substandard
1
0.22
mobile_money
25_34
secondary
0
0
0
2,024
123
social_media
EPHARM_00824
darknet_market
erectile_dysfunction
lifestyle
0
0
0
0
0
0
0
India
fail
substandard
0
0.95
bank_transfer
35_49
primary
0
0
0
2,022
124
social_media
EPHARM_00496
dedicated_website
erectile_dysfunction
lifestyle
0
0
0
0
0
0
0
India
pass
compliant
1
0.55
mobile_money
18_24
primary
0
0
0
2,023
125
social_media
EPHARM_00768
marketplace_app
benzodiazepine
controlled
1
0
1
0
0
1
0
unknown
fail
substandard
0
0.78
bank_transfer
25_34
secondary
0
0
0
2,022
126
social_media
EPHARM_00426
Facebook
traditional_herbal
unregulated
0
0
1
0
0
0
0
India
fail
falsified
1
1.25
mobile_money
35_49
primary
0
0
0
2,020
127
social_media
EPHARM_00306
darknet_market
antibiotic
prescription
1
0
0
0
0
0
0
unknown
fail
falsified
0
0.76
mobile_money
50_plus
tertiary
0
0
0
2,023
128
social_media
EPHARM_00595
Facebook
weight_loss
lifestyle
0
0
0
0
0
0
0
unknown
fail
substandard
1
0.8
cash_on_delivery
35_49
tertiary
0
0
0
2,022
129
social_media
EPHARM_00921
darknet_market
ARV_HIV
essential
1
0
0
0
0
0
0
Europe
fail
substandard
0
0.66
cash_on_delivery
25_34
tertiary
0
0
0
2,023
130
social_media
EPHARM_00697
dedicated_website
ARV_HIV
essential
1
0
0
0
0
0
0
local_SSA
fail
substandard
1
0.97
cash_on_delivery
25_34
secondary
0
0
0
2,022
131
social_media
EPHARM_00331
Facebook
weight_loss
lifestyle
0
0
0
0
0
0
0
China
pass
compliant
1
0.72
cash_on_delivery
35_49
primary
0
0
0
2,023
132
social_media
EPHARM_00051
WhatsApp
supplement_vitamin
OTC
0
0
1
0
0
0
0
China
fail
substandard
1
0.86
mobile_money
18_24
tertiary
0
0
0
2,023
133
social_media
EPHARM_00682
Facebook
erectile_dysfunction
lifestyle
0
0
0
0
0
0
0
India
fail
substandard
0
0.7
credit_card
18_24
tertiary
0
0
0
2,023
134
social_media
EPHARM_00420
dedicated_website
antidiabetic
NCD
1
0
1
0
0
0
1
Europe
pass
compliant
1
0.87
mobile_money
18_24
secondary
0
0
0
2,021
135
social_media
EPHARM_00615
Instagram
antimalarial
essential
1
0
1
0
0
0
1
India
pass
compliant
1
0.8
cash_on_delivery
35_49
tertiary
0
0
0
2,023
136
social_media
EPHARM_00320
WhatsApp
erectile_dysfunction
lifestyle
0
0
1
0
1
0
0
unknown
fail
substandard
1
1.06
mobile_money
50_plus
primary
0
0
0
2,020
137
social_media
EPHARM_00602
Instagram
weight_loss
lifestyle
0
0
0
0
0
0
0
India
fail
substandard
0
0.82
credit_card
50_plus
secondary
0
0
0
2,020
138
social_media
EPHARM_00445
Facebook
ARV_HIV
essential
1
0
1
0
0
0
0
unknown
fail
substandard
0
0.99
cryptocurrency
50_plus
tertiary
0
0
0
2,023
139
social_media
EPHARM_00150
dedicated_website
antibiotic
prescription
1
0
0
0
0
0
0
Europe
fail
substandard
0
0.97
mobile_money
35_49
tertiary
0
0
0
2,024
140
social_media
EPHARM_00423
dedicated_website
skin_lightening
cosmetic
0
0
1
0
0
0
0
unknown
fail
substandard
0
0.32
mobile_money
18_24
tertiary
0
0
0
2,023
141
social_media
EPHARM_00563
darknet_market
erectile_dysfunction
lifestyle
0
0
1
0
0
0
0
China
pass
compliant
1
0.7
bank_transfer
35_49
tertiary
0
0
0
2,024
142
social_media
EPHARM_00806
Facebook
ARV_HIV
essential
1
0
1
0
0
0
0
unknown
fail
substandard
1
0.94
mobile_money
25_34
tertiary
0
0
0
2,024
143
social_media
EPHARM_00560
TikTok
traditional_herbal
unregulated
0
0
0
0
0
0
0
India
fail
substandard
0
0.7
credit_card
18_24
tertiary
0
0
0
2,023
144
social_media
EPHARM_00709
Facebook
contraceptive
reproductive
0
0
1
0
0
0
1
India
pass
compliant
1
0.99
mobile_money
25_34
secondary
0
0
0
2,023
145
social_media
EPHARM_00989
marketplace_app
weight_loss
lifestyle
0
0
1
0
0
0
0
China
fail
falsified
1
0.44
mobile_money
50_plus
tertiary
0
0
0
2,023
146
social_media
EPHARM_00094
dedicated_website
supplement_vitamin
OTC
0
0
0
0
0
0
0
unknown
fail
substandard
0
0.68
credit_card
18_24
tertiary
0
0
0
2,022
147
social_media
EPHARM_00528
Facebook
erectile_dysfunction
lifestyle
0
0
1
0
0
0
0
Europe
pass
compliant
1
0.67
cryptocurrency
18_24
tertiary
0
0
0
2,023
148
social_media
EPHARM_00136
dedicated_website
antibiotic
prescription
1
0
1
0
0
1
0
India
fail
falsified
1
0.91
mobile_money
18_24
tertiary
0
1
0
2,023
149
social_media
EPHARM_00521
dedicated_website
opioid_analgesic
controlled
1
1
0
0
0
0
0
unknown
fail
falsified
1
0.34
mobile_money
25_34
secondary
0
0
0
2,023
150
social_media
EPHARM_00283
Instagram
opioid_analgesic
controlled
1
0
1
0
0
0
0
local_SSA
fail
falsified
1
0.7
bank_transfer
25_34
tertiary
0
0
0
2,024
151
social_media
EPHARM_00957
marketplace_app
benzodiazepine
controlled
1
0
0
0
0
0
0
China
fail
substandard
0
1.05
bank_transfer
18_24
secondary
1
0
0
2,023
152
social_media
EPHARM_00432
dedicated_website
erectile_dysfunction
lifestyle
0
0
0
0
0
0
0
India
fail
substandard
0
0.7
mobile_money
50_plus
tertiary
0
0
0
2,024
153
social_media
EPHARM_00404
dedicated_website
opioid_analgesic
controlled
1
0
1
0
0
0
0
USA
fail
substandard
0
0.49
mobile_money
25_34
tertiary
0
0
0
2,024
154
social_media
EPHARM_00204
WhatsApp
antidiabetic
NCD
1
1
0
0
0
1
0
unknown
fail
falsified
1
0.45
mobile_money
25_34
tertiary
0
0
0
2,021
155
social_media
EPHARM_00914
WhatsApp
cancer_medicine
specialty
1
0
1
0
0
0
0
unknown
pass
compliant
1
0.7
mobile_money
35_49
primary
0
0
0
2,022
156
social_media
EPHARM_00245
Facebook
erectile_dysfunction
lifestyle
0
0
0
0
0
0
0
local_SSA
fail
substandard
0
0.59
cash_on_delivery
18_24
secondary
0
0
0
2,023
157
social_media
EPHARM_00401
dedicated_website
antidiabetic
NCD
1
0
1
0
0
0
0
India
fail
falsified
0
0.74
cash_on_delivery
35_49
tertiary
0
0
0
2,023
158
social_media
EPHARM_00819
dedicated_website
weight_loss
lifestyle
0
0
1
0
0
0
0
unknown
fail
substandard
0
1.03
mobile_money
35_49
secondary
0
0
0
2,022
159
social_media
EPHARM_00876
darknet_market
erectile_dysfunction
lifestyle
0
0
0
0
0
0
0
Europe
fail
falsified
0
1.09
cash_on_delivery
25_34
tertiary
1
0
0
2,024
160
social_media
EPHARM_00709
dedicated_website
ARV_HIV
essential
1
0
0
0
0
0
0
China
pass
compliant
1
0.43
bank_transfer
35_49
tertiary
0
0
0
2,021
161
social_media
EPHARM_00825
marketplace_app
ARV_HIV
essential
1
0
1
0
0
0
0
China
fail
substandard
0
0.6
bank_transfer
18_24
tertiary
0
1
0
2,024
162
social_media
EPHARM_00648
dedicated_website
traditional_herbal
unregulated
0
0
1
0
0
0
0
India
fail
substandard
1
0.72
mobile_money
18_24
secondary
0
0
0
2,024
163
social_media
EPHARM_00178
darknet_market
benzodiazepine
controlled
1
0
0
0
0
0
0
India
pass
compliant
1
0.75
cash_on_delivery
35_49
secondary
0
0
0
2,024
164
social_media
EPHARM_00850
Instagram
antibiotic
prescription
1
0
1
0
0
0
0
India
fail
falsified
0
0.88
bank_transfer
18_24
secondary
0
0
0
2,024
165
social_media
EPHARM_00125
darknet_market
erectile_dysfunction
lifestyle
0
0
0
0
0
0
0
unknown
fail
falsified
0
1.12
mobile_money
35_49
tertiary
0
0
0
2,021
166
social_media
EPHARM_00427
WhatsApp
ARV_HIV
essential
1
0
0
0
0
1
0
unknown
fail
substandard
1
0.73
cash_on_delivery
35_49
tertiary
1
0
0
2,023
167
social_media
EPHARM_00298
dedicated_website
antidiabetic
NCD
1
1
1
0
0
0
1
Europe
pass
compliant
1
0.73
bank_transfer
18_24
primary
1
0
0
2,024
168
social_media
EPHARM_00986
Facebook
antibiotic
prescription
1
0
0
0
0
0
0
Europe
fail
falsified
1
0.69
credit_card
50_plus
tertiary
0
0
1
2,020
169
social_media
EPHARM_00212
WhatsApp
antibiotic
prescription
1
0
1
0
0
0
0
India
fail
falsified
0
0.87
cash_on_delivery
35_49
primary
0
0
0
2,023
170
social_media
EPHARM_00110
dedicated_website
opioid_analgesic
controlled
1
0
0
0
0
0
0
India
fail
falsified
1
0.52
credit_card
25_34
primary
0
0
0
2,024
171
social_media
EPHARM_00302
darknet_market
antimalarial
essential
1
0
0
0
0
0
0
Europe
fail
falsified
1
0.56
bank_transfer
25_34
secondary
1
0
0
2,021
172
social_media
EPHARM_00473
darknet_market
ARV_HIV
essential
1
0
1
0
0
0
0
China
fail
substandard
0
0.76
mobile_money
18_24
tertiary
0
0
0
2,023
173
social_media
EPHARM_00463
dedicated_website
antimalarial
essential
1
0
0
0
0
0
0
India
pass
compliant
1
0.52
mobile_money
50_plus
tertiary
1
0
0
2,020
174
social_media
EPHARM_00353
dedicated_website
erectile_dysfunction
lifestyle
0
0
1
0
0
0
0
India
pass
compliant
1
0.92
mobile_money
25_34
primary
0
0
0
2,024
175
social_media
EPHARM_00550
marketplace_app
opioid_analgesic
controlled
1
0
0
0
0
0
1
India
fail
falsified
0
0.72
mobile_money
25_34
secondary
0
0
0
2,023
176
social_media
EPHARM_00604
dedicated_website
skin_lightening
cosmetic
0
0
1
0
0
1
0
India
fail
substandard
0
0.62
bank_transfer
35_49
tertiary
0
0
0
2,023
177
social_media
EPHARM_00126
Instagram
antidiabetic
NCD
1
0
0
0
0
1
0
India
pass
compliant
1
0.61
mobile_money
50_plus
secondary
0
0
0
2,024
178
social_media
EPHARM_00315
darknet_market
antimalarial
essential
1
0
1
0
0
0
0
India
pass
compliant
1
0.87
mobile_money
35_49
tertiary
1
0
0
2,024
179
social_media
EPHARM_00478
WhatsApp
COVID_treatment
pandemic
0
0
0
0
0
0
0
India
fail
falsified
1
0.71
cash_on_delivery
18_24
secondary
0
0
0
2,020
180
social_media
EPHARM_00648
marketplace_app
traditional_herbal
unregulated
0
0
0
0
0
0
0
India
pass
compliant
1
0.78
cryptocurrency
25_34
tertiary
0
0
0
2,020
181
social_media
EPHARM_00151
Instagram
antibiotic
prescription
1
0
1
0
0
1
0
unknown
fail
substandard
1
0.65
cryptocurrency
35_49
tertiary
1
1
0
2,024
182
social_media
EPHARM_00562
darknet_market
traditional_herbal
unregulated
0
0
0
0
0
0
1
India
pass
compliant
1
0.6
cash_on_delivery
25_34
secondary
0
0
0
2,023
183
social_media
EPHARM_00793
Telegram
antimalarial
essential
1
0
1
0
0
0
0
unknown
pass
compliant
1
0.45
cash_on_delivery
35_49
tertiary
0
0
0
2,023
184
social_media
EPHARM_00552
dedicated_website
erectile_dysfunction
lifestyle
0
0
1
0
0
0
0
unknown
fail
substandard
0
0.95
mobile_money
35_49
tertiary
0
0
0
2,024
185
social_media
EPHARM_00464
darknet_market
antidiabetic
NCD
1
1
1
0
0
0
0
Europe
pass
compliant
1
0.64
credit_card
18_24
secondary
0
0
0
2,021
186
social_media
EPHARM_00278
Facebook
COVID_treatment
pandemic
0
0
0
0
1
0
0
unknown
fail
falsified
0
0.75
mobile_money
50_plus
secondary
0
0
0
2,023
187
social_media
EPHARM_00422
darknet_market
erectile_dysfunction
lifestyle
0
0
1
0
0
0
0
India
pass
compliant
1
0.44
credit_card
35_49
secondary
0
0
0
2,024
188
social_media
EPHARM_00480
Facebook
cancer_medicine
specialty
1
0
1
0
0
0
0
India
fail
substandard
0
0.75
cryptocurrency
25_34
tertiary
1
0
0
2,023
189
social_media
EPHARM_00589
darknet_market
skin_lightening
cosmetic
0
0
0
0
0
0
0
China
pass
compliant
1
0.42
mobile_money
50_plus
tertiary
0
0
0
2,023
190
social_media
EPHARM_00722
Instagram
erectile_dysfunction
lifestyle
0
0
0
0
0
1
0
India
fail
falsified
1
0.44
cash_on_delivery
50_plus
tertiary
0
0
0
2,022
191
social_media
EPHARM_00285
dedicated_website
antibiotic
prescription
1
0
1
0
0
0
0
local_SSA
fail
falsified
1
0.55
bank_transfer
25_34
primary
0
0
0
2,023
192
social_media
EPHARM_00964
Instagram
erectile_dysfunction
lifestyle
0
0
1
0
0
0
0
China
fail
substandard
0
0.46
mobile_money
18_24
secondary
1
0
0
2,024
193
social_media
EPHARM_00536
Facebook
traditional_herbal
unregulated
0
0
1
0
0
0
0
India
fail
substandard
0
0.5
mobile_money
25_34
tertiary
0
0
0
2,022
194
social_media
EPHARM_00058
WhatsApp
contraceptive
reproductive
0
0
0
0
0
0
0
China
pass
compliant
1
0.99
bank_transfer
18_24
tertiary
1
0
0
2,024
195
social_media
EPHARM_00990
Instagram
erectile_dysfunction
lifestyle
0
0
0
0
0
0
0
unknown
fail
falsified
0
0.77
bank_transfer
35_49
tertiary
0
0
0
2,024
196
social_media
EPHARM_00424
marketplace_app
contraceptive
reproductive
0
0
1
0
0
0
0
unknown
fail
substandard
1
0.43
mobile_money
35_49
tertiary
0
0
0
2,023
197
social_media
EPHARM_00903
darknet_market
antibiotic
prescription
1
0
1
0
0
0
0
Europe
fail
substandard
0
0.7
mobile_money
18_24
primary
0
0
0
2,023
198
social_media
EPHARM_00168
Instagram
antibiotic
prescription
1
0
1
0
0
0
0
India
fail
substandard
0
0.57
cash_on_delivery
35_49
tertiary
0
0
0
2,024
199
social_media
EPHARM_00355
dedicated_website
erectile_dysfunction
lifestyle
0
0
1
0
0
0
0
India
fail
substandard
1
0.69
mobile_money
35_49
secondary
0
1
0
2,023
200
social_media
EPHARM_00491
dedicated_website
antihypertensive
NCD
1
0
0
0
1
0
0
India
fail
falsified
1
0.71
credit_card
35_49
tertiary
1
0
0
2,023