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
701
social_media
EPHARM_00652
dedicated_website
erectile_dysfunction
lifestyle
0
0
1
0
0
0
0
unknown
pass
compliant
1
0.69
bank_transfer
18_24
primary
0
0
0
2,022
702
social_media
EPHARM_00028
marketplace_app
benzodiazepine
controlled
1
1
1
0
0
0
0
unknown
fail
falsified
0
0.4
mobile_money
25_34
secondary
0
0
0
2,021
703
social_media
EPHARM_00324
Facebook
weight_loss
lifestyle
0
0
1
0
0
0
0
India
pass
compliant
1
0.74
mobile_money
25_34
secondary
0
0
0
2,023
704
social_media
EPHARM_00607
TikTok
antibiotic
prescription
1
1
0
0
0
0
0
China
pass
compliant
1
0.28
bank_transfer
25_34
secondary
0
0
0
2,024
705
social_media
EPHARM_00208
Telegram
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0
0
0
0
0
0
0
India
fail
substandard
0
0.63
mobile_money
25_34
primary
0
0
0
2,020
706
social_media
EPHARM_00105
dedicated_website
antimalarial
essential
1
0
1
0
0
0
0
India
pass
compliant
1
1.02
mobile_money
18_24
secondary
0
0
0
2,023
707
social_media
EPHARM_00520
darknet_market
antibiotic
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1
0
0
0
0
0
0
India
fail
substandard
0
0.76
cryptocurrency
25_34
tertiary
0
0
0
2,021
708
social_media
EPHARM_00756
dedicated_website
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0
0
0
0
0
0
0
India
pass
compliant
1
0.63
cryptocurrency
25_34
secondary
0
0
0
2,022
709
social_media
EPHARM_00129
Instagram
erectile_dysfunction
lifestyle
0
0
0
0
0
0
0
India
fail
falsified
1
1.1
cash_on_delivery
25_34
tertiary
1
0
0
2,023
710
social_media
EPHARM_00850
TikTok
contraceptive
reproductive
0
0
1
0
0
0
0
India
fail
falsified
1
0.33
mobile_money
25_34
secondary
1
0
0
2,024
711
social_media
EPHARM_00839
Facebook
antimalarial
essential
1
1
1
0
1
1
0
China
pass
compliant
1
0.93
bank_transfer
18_24
secondary
0
0
0
2,020
712
social_media
EPHARM_00927
darknet_market
antidiabetic
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1
0
1
0
0
0
0
China
fail
substandard
0
0.66
credit_card
25_34
tertiary
0
0
0
2,023
713
social_media
EPHARM_00537
Facebook
skin_lightening
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0
0
0
0
0
0
0
local_SSA
fail
falsified
0
0.47
cash_on_delivery
18_24
tertiary
0
0
0
2,023
714
social_media
EPHARM_00642
dedicated_website
antidiabetic
NCD
1
0
0
0
0
1
0
local_SSA
pass
compliant
1
0.59
credit_card
18_24
tertiary
0
0
0
2,024
715
social_media
EPHARM_00533
Facebook
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pandemic
0
0
1
0
0
0
1
India
pass
compliant
1
0.73
mobile_money
35_49
secondary
1
0
0
2,024
716
social_media
EPHARM_00457
dedicated_website
contraceptive
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0
0
0
0
0
0
0
China
fail
falsified
1
1.05
cash_on_delivery
18_24
tertiary
0
0
0
2,024
717
social_media
EPHARM_00560
dedicated_website
supplement_vitamin
OTC
0
0
1
0
0
0
0
India
pass
compliant
1
0.47
bank_transfer
25_34
secondary
1
0
0
2,021
718
social_media
EPHARM_00304
WhatsApp
antidiabetic
NCD
1
0
0
0
0
0
0
India
pass
compliant
1
0.26
mobile_money
18_24
secondary
1
0
0
2,022
719
social_media
EPHARM_00097
marketplace_app
antibiotic
prescription
1
0
0
0
0
1
0
unknown
fail
falsified
0
0.53
bank_transfer
35_49
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0
0
0
2,021
720
social_media
EPHARM_00062
dedicated_website
weight_loss
lifestyle
0
0
1
0
0
0
0
unknown
fail
substandard
0
0.57
bank_transfer
35_49
tertiary
0
0
0
2,024
721
social_media
EPHARM_00027
dedicated_website
ARV_HIV
essential
1
0
1
0
0
0
0
India
pass
compliant
1
0.97
cash_on_delivery
50_plus
primary
0
0
0
2,024
722
social_media
EPHARM_00634
Telegram
weight_loss
lifestyle
0
0
0
0
0
0
0
unknown
fail
substandard
0
0.93
bank_transfer
50_plus
secondary
0
0
0
2,022
723
social_media
EPHARM_00250
marketplace_app
weight_loss
lifestyle
0
0
1
0
0
0
1
unknown
fail
substandard
0
0.75
cash_on_delivery
25_34
tertiary
0
0
0
2,023
724
social_media
EPHARM_00434
WhatsApp
opioid_analgesic
controlled
1
0
1
0
0
0
0
local_SSA
fail
falsified
0
0.49
credit_card
18_24
tertiary
0
0
0
2,024
725
social_media
EPHARM_00755
marketplace_app
antibiotic
prescription
1
0
1
0
0
0
0
unknown
fail
substandard
0
0.67
mobile_money
18_24
secondary
0
0
0
2,024
726
social_media
EPHARM_00502
Telegram
antimalarial
essential
1
0
0
0
0
0
0
India
pass
compliant
1
0.96
credit_card
18_24
secondary
0
0
0
2,022
727
social_media
EPHARM_00524
dedicated_website
supplement_vitamin
OTC
0
0
0
0
0
0
0
China
fail
falsified
0
0.46
cryptocurrency
18_24
tertiary
0
0
0
2,024
728
social_media
EPHARM_00186
dedicated_website
antibiotic
prescription
1
0
0
0
0
0
0
China
fail
substandard
0
0.31
credit_card
35_49
secondary
0
0
0
2,023
729
social_media
EPHARM_00215
marketplace_app
opioid_analgesic
controlled
1
0
0
0
0
0
0
Europe
fail
substandard
0
0.52
bank_transfer
25_34
tertiary
1
0
0
2,024
730
social_media
EPHARM_00171
dedicated_website
erectile_dysfunction
lifestyle
0
0
1
0
0
0
0
China
pass
compliant
1
0.65
cash_on_delivery
25_34
secondary
0
0
0
2,024
731
social_media
EPHARM_00938
dedicated_website
benzodiazepine
controlled
1
0
0
0
0
0
0
unknown
fail
substandard
0
0.48
cash_on_delivery
35_49
primary
0
0
0
2,024
732
social_media
EPHARM_00554
darknet_market
COVID_treatment
pandemic
0
0
1
0
0
0
0
India
pass
compliant
1
0.93
credit_card
25_34
tertiary
0
0
0
2,024
733
social_media
EPHARM_00071
marketplace_app
skin_lightening
cosmetic
0
0
0
0
0
0
0
India
pass
compliant
1
0.4
credit_card
25_34
secondary
0
0
0
2,024
734
social_media
EPHARM_00227
Telegram
erectile_dysfunction
lifestyle
0
0
1
0
0
0
1
Europe
fail
falsified
0
0.78
bank_transfer
18_24
secondary
0
0
0
2,022
735
social_media
EPHARM_00233
marketplace_app
traditional_herbal
unregulated
0
0
1
0
0
0
0
unknown
pass
compliant
1
0.79
bank_transfer
25_34
secondary
0
0
0
2,024
736
social_media
EPHARM_00040
Facebook
antidiabetic
NCD
1
0
1
0
0
0
0
unknown
fail
substandard
0
0.41
cash_on_delivery
35_49
tertiary
0
0
0
2,023
737
social_media
EPHARM_00512
dedicated_website
traditional_herbal
unregulated
0
0
1
0
0
0
0
India
fail
substandard
1
0.59
bank_transfer
18_24
secondary
0
0
0
2,021
738
social_media
EPHARM_00828
Facebook
contraceptive
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0
0
0
0
0
0
0
local_SSA
pass
compliant
1
0.52
cash_on_delivery
25_34
tertiary
0
0
0
2,022
739
social_media
EPHARM_00529
Telegram
antimalarial
essential
1
0
0
0
0
0
0
India
fail
substandard
0
0.1
cash_on_delivery
18_24
secondary
0
0
0
2,023
740
social_media
EPHARM_00355
WhatsApp
weight_loss
lifestyle
0
0
1
0
0
0
0
India
fail
substandard
1
0.57
bank_transfer
18_24
secondary
1
0
0
2,024
741
social_media
EPHARM_00303
TikTok
antibiotic
prescription
1
0
0
0
0
0
0
unknown
fail
substandard
1
1.01
cash_on_delivery
35_49
secondary
0
0
0
2,024
742
social_media
EPHARM_00273
dedicated_website
weight_loss
lifestyle
0
0
1
0
0
0
0
unknown
fail
substandard
0
0.92
credit_card
18_24
secondary
0
0
0
2,024
743
social_media
EPHARM_00979
dedicated_website
antihypertensive
NCD
1
0
1
0
0
0
0
Europe
pass
compliant
1
1.07
mobile_money
35_49
tertiary
0
0
0
2,023
744
social_media
EPHARM_00947
marketplace_app
benzodiazepine
controlled
1
0
0
0
0
0
0
India
fail
substandard
1
0.54
mobile_money
35_49
tertiary
0
0
0
2,021
745
social_media
EPHARM_00234
darknet_market
ARV_HIV
essential
1
0
1
0
0
0
0
unknown
pass
compliant
1
0.86
mobile_money
35_49
secondary
1
0
0
2,022
746
social_media
EPHARM_00314
Instagram
traditional_herbal
unregulated
0
0
1
0
1
0
0
unknown
pass
compliant
1
0.64
credit_card
18_24
secondary
0
0
0
2,024
747
social_media
EPHARM_00604
marketplace_app
weight_loss
lifestyle
0
0
0
0
0
0
0
India
fail
falsified
1
0.95
mobile_money
35_49
tertiary
0
1
0
2,024
748
social_media
EPHARM_00219
Facebook
antidiabetic
NCD
1
0
1
0
1
0
0
unknown
fail
substandard
0
0.59
cash_on_delivery
35_49
tertiary
0
0
0
2,024
749
social_media
EPHARM_00943
darknet_market
cancer_medicine
specialty
1
0
1
0
0
0
0
China
fail
substandard
1
0.77
mobile_money
25_34
primary
0
0
0
2,023
750
social_media
EPHARM_00801
dedicated_website
traditional_herbal
unregulated
0
0
0
0
0
0
0
Europe
pass
compliant
1
0.83
cash_on_delivery
25_34
tertiary
0
0
0
2,024
751
social_media
EPHARM_00803
Telegram
erectile_dysfunction
lifestyle
0
0
0
0
0
0
0
local_SSA
fail
substandard
0
0.62
cash_on_delivery
50_plus
secondary
0
0
0
2,021
752
social_media
EPHARM_00423
darknet_market
weight_loss
lifestyle
0
0
0
0
0
1
0
India
fail
substandard
0
0.62
cash_on_delivery
25_34
secondary
0
0
0
2,020
753
social_media
EPHARM_00314
darknet_market
traditional_herbal
unregulated
0
0
0
0
0
0
0
unknown
fail
substandard
0
0.51
mobile_money
18_24
tertiary
0
0
0
2,024
754
social_media
EPHARM_00886
darknet_market
supplement_vitamin
OTC
0
0
1
0
0
0
0
India
fail
falsified
0
0.63
bank_transfer
25_34
secondary
0
0
0
2,023
755
social_media
EPHARM_00769
Telegram
antibiotic
prescription
1
0
1
0
0
0
0
India
pass
compliant
1
0.72
mobile_money
35_49
primary
0
0
0
2,024
756
social_media
EPHARM_00535
darknet_market
traditional_herbal
unregulated
0
0
0
0
0
0
0
India
fail
substandard
0
0.36
credit_card
35_49
secondary
0
0
0
2,023
757
social_media
EPHARM_00250
Facebook
opioid_analgesic
controlled
1
0
0
0
0
0
0
unknown
fail
falsified
1
0.62
cash_on_delivery
25_34
tertiary
0
0
0
2,021
758
social_media
EPHARM_00942
dedicated_website
antibiotic
prescription
1
0
1
0
0
0
0
India
pass
compliant
1
0.35
mobile_money
25_34
secondary
0
0
0
2,024
759
social_media
EPHARM_00773
dedicated_website
antibiotic
prescription
1
0
1
0
0
0
0
China
fail
falsified
0
0.63
cash_on_delivery
25_34
tertiary
1
0
0
2,024
760
social_media
EPHARM_00610
marketplace_app
antibiotic
prescription
1
0
1
0
0
0
0
unknown
pass
compliant
1
0.67
credit_card
25_34
tertiary
0
0
0
2,023
761
social_media
EPHARM_00051
Facebook
supplement_vitamin
OTC
0
0
0
0
0
0
0
India
fail
substandard
1
0.79
cash_on_delivery
35_49
tertiary
0
0
0
2,021
762
social_media
EPHARM_00910
dedicated_website
antibiotic
prescription
1
0
0
0
0
0
0
unknown
fail
falsified
0
0.49
cash_on_delivery
25_34
tertiary
0
0
0
2,024
763
social_media
EPHARM_00820
marketplace_app
cancer_medicine
specialty
1
0
1
0
0
0
1
India
fail
falsified
0
0.64
cryptocurrency
35_49
tertiary
1
0
0
2,022
764
social_media
EPHARM_00778
dedicated_website
supplement_vitamin
OTC
0
0
1
0
0
0
0
India
fail
substandard
1
0.88
mobile_money
18_24
secondary
0
0
0
2,021
765
social_media
EPHARM_00990
marketplace_app
antibiotic
prescription
1
0
1
0
0
0
0
local_SSA
fail
substandard
1
0.66
credit_card
18_24
tertiary
1
0
0
2,024
766
social_media
EPHARM_00277
dedicated_website
traditional_herbal
unregulated
0
0
1
0
0
0
0
Europe
pass
compliant
1
0.54
mobile_money
25_34
secondary
0
0
0
2,020
767
social_media
EPHARM_00332
dedicated_website
opioid_analgesic
controlled
1
0
1
0
0
0
0
India
pass
compliant
1
0.76
cash_on_delivery
25_34
secondary
1
0
0
2,024
768
social_media
EPHARM_00360
Facebook
antihypertensive
NCD
1
0
1
0
0
0
0
unknown
pass
compliant
1
0.73
credit_card
25_34
tertiary
0
0
0
2,023
769
social_media
EPHARM_00669
TikTok
ARV_HIV
essential
1
0
0
0
0
0
0
local_SSA
fail
substandard
0
0.65
bank_transfer
18_24
tertiary
1
0
0
2,021
770
social_media
EPHARM_00109
dedicated_website
benzodiazepine
controlled
1
1
0
0
0
0
0
unknown
fail
substandard
1
0.69
credit_card
18_24
tertiary
0
0
0
2,021
771
social_media
EPHARM_00766
Facebook
skin_lightening
cosmetic
0
0
1
0
0
0
0
USA
pass
compliant
1
0.59
mobile_money
18_24
primary
0
0
0
2,023
772
social_media
EPHARM_00726
dedicated_website
weight_loss
lifestyle
0
0
1
0
0
0
1
Europe
pass
compliant
1
0.64
mobile_money
50_plus
secondary
0
0
0
2,021
773
social_media
EPHARM_00749
dedicated_website
erectile_dysfunction
lifestyle
0
0
1
0
0
0
0
unknown
fail
falsified
1
0.68
mobile_money
35_49
tertiary
0
0
0
2,024
774
social_media
EPHARM_00741
marketplace_app
antibiotic
prescription
1
0
1
0
0
0
0
unknown
pass
compliant
1
0.78
mobile_money
50_plus
primary
0
0
0
2,023
775
social_media
EPHARM_00135
Facebook
weight_loss
lifestyle
0
0
1
0
0
0
0
India
pass
compliant
1
0.65
mobile_money
35_49
primary
0
0
0
2,024
776
social_media
EPHARM_00561
WhatsApp
antimalarial
essential
1
0
1
0
0
0
0
unknown
fail
substandard
1
0.69
cryptocurrency
25_34
tertiary
0
0
0
2,023
777
social_media
EPHARM_00344
dedicated_website
antibiotic
prescription
1
0
1
0
0
1
0
India
pass
compliant
1
0.68
credit_card
18_24
primary
0
0
0
2,024
778
social_media
EPHARM_00058
dedicated_website
antibiotic
prescription
1
0
1
0
0
0
0
unknown
fail
substandard
1
0.77
cash_on_delivery
50_plus
secondary
0
0
0
2,022
779
social_media
EPHARM_00995
WhatsApp
erectile_dysfunction
lifestyle
0
0
0
0
0
1
0
India
fail
falsified
0
0.29
cash_on_delivery
35_49
secondary
0
0
0
2,022
780
social_media
EPHARM_00527
Facebook
benzodiazepine
controlled
1
0
1
0
0
0
0
China
fail
substandard
0
0.58
credit_card
50_plus
tertiary
0
0
0
2,023
781
social_media
EPHARM_00187
marketplace_app
erectile_dysfunction
lifestyle
0
0
1
0
0
0
0
Europe
pass
compliant
1
1.02
bank_transfer
50_plus
secondary
1
0
0
2,023
782
social_media
EPHARM_00100
marketplace_app
erectile_dysfunction
lifestyle
0
0
0
0
0
0
0
India
fail
falsified
0
0.73
mobile_money
25_34
tertiary
0
0
0
2,023
783
social_media
EPHARM_00597
Facebook
skin_lightening
cosmetic
0
0
0
0
0
0
0
China
fail
falsified
1
0.52
cryptocurrency
25_34
secondary
0
0
0
2,021
784
social_media
EPHARM_00031
darknet_market
erectile_dysfunction
lifestyle
0
0
0
0
0
0
0
unknown
fail
falsified
1
0.59
mobile_money
25_34
tertiary
0
0
0
2,023
785
social_media
EPHARM_00051
dedicated_website
antibiotic
prescription
1
0
0
0
0
0
0
India
pass
compliant
1
0.75
cash_on_delivery
35_49
secondary
0
0
0
2,024
786
social_media
EPHARM_00323
dedicated_website
opioid_analgesic
controlled
1
0
0
0
0
0
0
local_SSA
fail
substandard
1
0.72
credit_card
35_49
tertiary
0
0
0
2,024
787
social_media
EPHARM_00017
Facebook
antibiotic
prescription
1
0
1
0
0
0
0
China
fail
falsified
1
1.05
mobile_money
25_34
tertiary
0
0
0
2,022
788
social_media
EPHARM_00147
marketplace_app
skin_lightening
cosmetic
0
0
0
0
0
0
1
China
pass
compliant
1
0.79
cash_on_delivery
35_49
tertiary
0
0
0
2,023
789
social_media
EPHARM_00225
dedicated_website
traditional_herbal
unregulated
0
0
0
0
0
0
1
unknown
fail
falsified
1
0.5
cryptocurrency
18_24
secondary
0
0
0
2,022
790
social_media
EPHARM_00661
dedicated_website
cancer_medicine
specialty
1
0
1
0
0
0
0
unknown
pass
compliant
1
0.71
mobile_money
25_34
tertiary
0
0
0
2,023
791
social_media
EPHARM_00204
marketplace_app
skin_lightening
cosmetic
0
0
0
0
1
0
0
local_SSA
fail
substandard
0
0.97
cash_on_delivery
18_24
secondary
0
0
0
2,022
792
social_media
EPHARM_00646
marketplace_app
erectile_dysfunction
lifestyle
0
0
1
0
0
0
0
India
pass
compliant
1
0.78
credit_card
35_49
tertiary
0
0
0
2,023
793
social_media
EPHARM_00243
marketplace_app
erectile_dysfunction
lifestyle
0
0
0
0
0
0
0
unknown
fail
falsified
1
0.74
mobile_money
25_34
primary
0
0
0
2,022
794
social_media
EPHARM_00391
dedicated_website
erectile_dysfunction
lifestyle
0
0
1
0
0
0
0
India
fail
substandard
0
0.8
cash_on_delivery
25_34
tertiary
1
0
0
2,023
795
social_media
EPHARM_00624
darknet_market
erectile_dysfunction
lifestyle
0
0
0
0
0
0
0
China
pass
compliant
1
0.89
credit_card
35_49
secondary
0
0
0
2,022
796
social_media
EPHARM_00560
Telegram
antihypertensive
NCD
1
0
0
0
0
0
0
India
fail
substandard
0
0.86
bank_transfer
35_49
secondary
0
0
0
2,022
797
social_media
EPHARM_00501
dedicated_website
weight_loss
lifestyle
0
0
0
0
0
0
0
China
fail
substandard
0
0.64
mobile_money
25_34
secondary
0
0
0
2,024
798
social_media
EPHARM_00043
WhatsApp
weight_loss
lifestyle
0
0
1
0
0
0
0
India
pass
compliant
1
0.62
credit_card
25_34
tertiary
0
0
0
2,023
799
social_media
EPHARM_00036
Instagram
benzodiazepine
controlled
1
0
1
1
0
0
0
unknown
fail
substandard
0
0.9
cash_on_delivery
18_24
tertiary
0
0
0
2,023
800
social_media
EPHARM_00675
WhatsApp
supplement_vitamin
OTC
0
0
1
0
0
0
0
unknown
fail
substandard
1
0.58
cryptocurrency
25_34
tertiary
1
0
0
2,024