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
601
social_media
EPHARM_00991
Facebook
contraceptive
reproductive
0
0
0
0
1
0
0
China
fail
substandard
0
0.63
cash_on_delivery
25_34
secondary
0
0
0
2,023
602
social_media
EPHARM_00870
WhatsApp
COVID_treatment
pandemic
0
0
0
0
0
0
0
India
fail
substandard
0
0.81
cash_on_delivery
25_34
primary
0
1
0
2,024
603
social_media
EPHARM_00839
dedicated_website
skin_lightening
cosmetic
0
0
1
0
1
1
0
India
fail
substandard
0
0.83
cryptocurrency
35_49
primary
0
0
0
2,024
604
social_media
EPHARM_00076
dedicated_website
antibiotic
prescription
1
0
1
0
0
0
0
unknown
fail
falsified
1
1.08
cash_on_delivery
35_49
secondary
0
0
0
2,023
605
social_media
EPHARM_00730
marketplace_app
opioid_analgesic
controlled
1
0
1
0
0
0
0
India
fail
falsified
1
0.8
bank_transfer
35_49
secondary
0
0
0
2,024
606
social_media
EPHARM_00456
Facebook
erectile_dysfunction
lifestyle
0
0
0
0
0
0
0
China
fail
falsified
0
0.84
mobile_money
35_49
primary
0
0
0
2,021
607
social_media
EPHARM_00334
Telegram
erectile_dysfunction
lifestyle
0
0
0
0
0
0
0
unknown
fail
falsified
0
0.64
mobile_money
35_49
secondary
0
0
0
2,022
608
social_media
EPHARM_00638
Facebook
cancer_medicine
specialty
1
0
1
0
0
0
0
China
pass
compliant
1
0.6
cash_on_delivery
50_plus
tertiary
0
0
0
2,023
609
social_media
EPHARM_00193
dedicated_website
weight_loss
lifestyle
0
0
1
0
0
0
0
Europe
pass
compliant
1
0.51
mobile_money
25_34
secondary
0
0
0
2,024
610
social_media
EPHARM_00609
marketplace_app
opioid_analgesic
controlled
1
0
0
0
0
0
0
China
fail
substandard
0
0.63
cash_on_delivery
18_24
secondary
0
0
0
2,022
611
social_media
EPHARM_00937
TikTok
traditional_herbal
unregulated
0
0
1
0
0
0
0
local_SSA
pass
compliant
1
0.53
cash_on_delivery
18_24
secondary
0
0
0
2,024
612
social_media
EPHARM_00404
dedicated_website
skin_lightening
cosmetic
0
0
1
0
0
0
0
India
fail
substandard
0
0.86
cash_on_delivery
35_49
primary
1
0
0
2,024
613
social_media
EPHARM_00816
dedicated_website
antimalarial
essential
1
1
0
0
0
0
1
India
fail
substandard
1
0.46
credit_card
25_34
tertiary
1
0
0
2,024
614
social_media
EPHARM_00310
marketplace_app
antibiotic
prescription
1
0
1
0
0
0
0
unknown
fail
falsified
0
0.72
credit_card
18_24
tertiary
0
0
0
2,024
615
social_media
EPHARM_00302
Instagram
ARV_HIV
essential
1
0
0
0
0
0
0
local_SSA
pass
compliant
1
0.68
mobile_money
25_34
secondary
0
0
0
2,022
616
social_media
EPHARM_00347
WhatsApp
erectile_dysfunction
lifestyle
0
0
0
0
0
1
0
Europe
pass
compliant
1
0.74
mobile_money
35_49
secondary
0
0
0
2,024
617
social_media
EPHARM_00995
dedicated_website
weight_loss
lifestyle
0
0
1
0
0
0
0
India
pass
compliant
1
0.78
cash_on_delivery
35_49
tertiary
0
0
0
2,023
618
social_media
EPHARM_00625
Facebook
COVID_treatment
pandemic
0
0
1
0
0
0
0
unknown
fail
falsified
0
0.55
cash_on_delivery
25_34
tertiary
0
0
0
2,023
619
social_media
EPHARM_00667
Facebook
erectile_dysfunction
lifestyle
0
0
0
0
0
0
0
unknown
fail
substandard
0
0.72
credit_card
50_plus
tertiary
0
0
0
2,024
620
social_media
EPHARM_00182
dedicated_website
weight_loss
lifestyle
0
0
0
0
0
0
0
India
fail
falsified
0
0.35
cash_on_delivery
50_plus
tertiary
0
0
0
2,023
621
social_media
EPHARM_00831
marketplace_app
weight_loss
lifestyle
0
0
0
0
0
0
1
Europe
fail
substandard
0
0.58
cash_on_delivery
25_34
tertiary
0
0
0
2,023
622
social_media
EPHARM_00352
darknet_market
erectile_dysfunction
lifestyle
0
0
1
1
0
0
0
unknown
fail
falsified
0
0.72
bank_transfer
50_plus
primary
0
0
0
2,022
623
social_media
EPHARM_00459
dedicated_website
skin_lightening
cosmetic
0
0
0
0
0
0
0
India
pass
compliant
1
0.84
cash_on_delivery
35_49
tertiary
0
0
0
2,024
624
social_media
EPHARM_00715
marketplace_app
contraceptive
reproductive
0
0
0
0
0
0
0
unknown
fail
substandard
0
0.71
credit_card
35_49
tertiary
0
0
0
2,023
625
social_media
EPHARM_00644
Facebook
weight_loss
lifestyle
0
0
0
0
0
0
0
China
pass
compliant
1
1.06
mobile_money
50_plus
tertiary
0
0
0
2,021
626
social_media
EPHARM_00455
marketplace_app
weight_loss
lifestyle
0
0
0
0
0
0
0
India
fail
falsified
0
1.08
cash_on_delivery
18_24
tertiary
0
0
0
2,020
627
social_media
EPHARM_00981
Instagram
traditional_herbal
unregulated
0
0
0
0
0
0
0
China
fail
falsified
1
0.81
credit_card
25_34
tertiary
0
0
0
2,020
628
social_media
EPHARM_00469
Telegram
skin_lightening
cosmetic
0
0
1
0
0
1
0
India
fail
falsified
1
0.68
bank_transfer
50_plus
primary
0
0
0
2,020
629
social_media
EPHARM_00318
darknet_market
ARV_HIV
essential
1
0
0
0
0
1
0
local_SSA
pass
compliant
1
0.39
mobile_money
25_34
secondary
0
0
0
2,021
630
social_media
EPHARM_00998
Instagram
traditional_herbal
unregulated
0
0
0
0
0
0
0
unknown
pass
compliant
1
0.59
mobile_money
35_49
tertiary
0
0
0
2,024
631
social_media
EPHARM_00381
Facebook
erectile_dysfunction
lifestyle
0
0
0
0
0
0
0
China
fail
falsified
1
0.37
cash_on_delivery
25_34
secondary
1
0
0
2,023
632
social_media
EPHARM_00504
dedicated_website
weight_loss
lifestyle
0
0
0
0
0
0
0
USA
fail
falsified
1
0.7
mobile_money
35_49
tertiary
0
0
0
2,020
633
social_media
EPHARM_00708
dedicated_website
weight_loss
lifestyle
0
0
0
0
0
0
0
India
pass
compliant
1
0.47
mobile_money
25_34
secondary
0
0
0
2,023
634
social_media
EPHARM_00615
dedicated_website
erectile_dysfunction
lifestyle
0
0
0
1
0
0
0
India
fail
falsified
0
0.38
mobile_money
25_34
secondary
0
0
0
2,024
635
social_media
EPHARM_00185
Instagram
antihypertensive
NCD
1
0
1
0
0
0
0
unknown
fail
substandard
1
0.9
cash_on_delivery
25_34
tertiary
0
0
0
2,020
636
social_media
EPHARM_00819
Telegram
skin_lightening
cosmetic
0
0
0
0
1
0
0
Europe
pass
compliant
1
1.1
cryptocurrency
35_49
primary
0
0
0
2,023
637
social_media
EPHARM_00926
dedicated_website
erectile_dysfunction
lifestyle
0
0
0
0
0
0
0
Europe
pass
compliant
1
0.63
cash_on_delivery
50_plus
secondary
0
0
0
2,022
638
social_media
EPHARM_00172
Telegram
antibiotic
prescription
1
0
1
0
0
0
1
India
fail
falsified
1
0.65
mobile_money
25_34
secondary
1
0
0
2,023
639
social_media
EPHARM_00633
marketplace_app
contraceptive
reproductive
0
0
1
0
0
0
0
China
fail
falsified
1
0.62
cash_on_delivery
50_plus
secondary
1
0
0
2,024
640
social_media
EPHARM_00758
dedicated_website
antidiabetic
NCD
1
0
1
0
0
0
1
Europe
pass
compliant
1
1.01
cash_on_delivery
50_plus
secondary
1
0
0
2,024
641
social_media
EPHARM_00353
Facebook
cancer_medicine
specialty
1
0
1
0
0
0
0
Europe
pass
compliant
1
0.54
cash_on_delivery
25_34
primary
1
0
0
2,020
642
social_media
EPHARM_00683
WhatsApp
traditional_herbal
unregulated
0
0
1
1
0
0
0
China
pass
compliant
1
0.88
cash_on_delivery
18_24
secondary
1
0
0
2,021
643
social_media
EPHARM_00729
Facebook
antibiotic
prescription
1
0
1
0
0
0
0
unknown
fail
substandard
1
0.64
cash_on_delivery
18_24
secondary
0
0
0
2,024
644
social_media
EPHARM_00869
dedicated_website
weight_loss
lifestyle
0
0
1
0
0
0
1
India
fail
falsified
0
0.69
bank_transfer
35_49
secondary
0
0
0
2,022
645
social_media
EPHARM_00360
dedicated_website
weight_loss
lifestyle
0
0
0
0
0
0
0
China
pass
compliant
1
1.02
bank_transfer
18_24
secondary
0
0
0
2,023
646
social_media
EPHARM_00914
Facebook
weight_loss
lifestyle
0
0
1
0
0
0
0
India
fail
falsified
0
1.22
cash_on_delivery
25_34
tertiary
1
0
0
2,023
647
social_media
EPHARM_00945
Facebook
supplement_vitamin
OTC
0
0
0
0
0
0
0
India
fail
substandard
0
0.56
credit_card
18_24
secondary
1
0
0
2,024
648
social_media
EPHARM_00153
darknet_market
weight_loss
lifestyle
0
0
0
0
0
0
0
India
fail
falsified
0
0.38
cash_on_delivery
25_34
tertiary
0
0
0
2,023
649
social_media
EPHARM_00502
Facebook
ARV_HIV
essential
1
0
1
0
0
0
0
India
fail
falsified
0
0.77
cash_on_delivery
35_49
tertiary
0
0
0
2,024
650
social_media
EPHARM_00382
dedicated_website
weight_loss
lifestyle
0
0
1
0
0
0
0
unknown
fail
substandard
1
0.71
cash_on_delivery
18_24
secondary
0
0
0
2,022
651
social_media
EPHARM_00770
dedicated_website
traditional_herbal
unregulated
0
0
1
0
0
0
0
USA
pass
compliant
1
0.69
mobile_money
18_24
secondary
0
0
0
2,023
652
social_media
EPHARM_00030
TikTok
weight_loss
lifestyle
0
0
0
0
0
0
0
China
fail
substandard
1
0.48
cash_on_delivery
50_plus
secondary
0
0
0
2,024
653
social_media
EPHARM_00765
Facebook
erectile_dysfunction
lifestyle
0
0
1
0
0
0
0
India
pass
compliant
1
0.41
mobile_money
18_24
tertiary
0
0
0
2,023
654
social_media
EPHARM_00353
darknet_market
benzodiazepine
controlled
1
0
1
0
0
0
0
India
fail
substandard
0
0.7
mobile_money
25_34
tertiary
0
0
0
2,023
655
social_media
EPHARM_00977
Facebook
contraceptive
reproductive
0
0
0
0
0
0
1
unknown
fail
substandard
1
0.72
mobile_money
25_34
tertiary
0
0
0
2,022
656
social_media
EPHARM_00232
Facebook
weight_loss
lifestyle
0
0
0
0
0
0
0
India
fail
falsified
1
0.81
mobile_money
25_34
secondary
0
0
0
2,022
657
social_media
EPHARM_00120
marketplace_app
antihypertensive
NCD
1
0
1
0
0
0
0
unknown
fail
falsified
0
0.81
bank_transfer
35_49
secondary
0
0
0
2,022
658
social_media
EPHARM_00542
dedicated_website
antibiotic
prescription
1
0
0
0
0
0
0
China
fail
substandard
0
0.66
credit_card
35_49
secondary
0
0
0
2,024
659
social_media
EPHARM_00350
TikTok
weight_loss
lifestyle
0
0
0
0
0
0
0
India
fail
substandard
1
0.73
credit_card
35_49
secondary
0
0
0
2,023
660
social_media
EPHARM_00279
dedicated_website
opioid_analgesic
controlled
1
0
1
0
0
0
0
local_SSA
pass
compliant
1
0.51
cryptocurrency
35_49
secondary
1
0
0
2,021
661
social_media
EPHARM_00959
dedicated_website
benzodiazepine
controlled
1
0
1
0
0
0
0
unknown
fail
substandard
0
0.62
cash_on_delivery
25_34
tertiary
0
0
0
2,024
662
social_media
EPHARM_00794
WhatsApp
skin_lightening
cosmetic
0
0
0
0
0
0
0
India
fail
substandard
0
0.78
mobile_money
25_34
primary
0
0
0
2,022
663
social_media
EPHARM_00003
Facebook
contraceptive
reproductive
0
0
1
0
0
0
0
unknown
fail
substandard
0
0.84
bank_transfer
50_plus
secondary
0
0
0
2,022
664
social_media
EPHARM_00472
Facebook
erectile_dysfunction
lifestyle
0
0
1
0
0
0
0
India
fail
falsified
0
0.4
mobile_money
18_24
tertiary
0
0
0
2,022
665
social_media
EPHARM_00693
marketplace_app
antidiabetic
NCD
1
0
1
0
0
0
0
unknown
fail
substandard
0
0.63
mobile_money
25_34
tertiary
0
0
0
2,021
666
social_media
EPHARM_00512
Instagram
antimalarial
essential
1
0
0
0
0
0
1
USA
fail
falsified
1
0.82
bank_transfer
35_49
tertiary
1
0
0
2,024
667
social_media
EPHARM_00916
Instagram
supplement_vitamin
OTC
0
0
0
0
0
0
0
local_SSA
pass
compliant
1
0.66
credit_card
25_34
secondary
0
0
0
2,021
668
social_media
EPHARM_00994
dedicated_website
erectile_dysfunction
lifestyle
0
0
1
0
0
0
0
China
pass
compliant
1
0.85
bank_transfer
35_49
secondary
1
0
0
2,022
669
social_media
EPHARM_00289
Facebook
antimalarial
essential
1
0
1
0
0
1
0
India
pass
compliant
1
0.66
mobile_money
35_49
tertiary
0
0
0
2,022
670
social_media
EPHARM_00603
dedicated_website
skin_lightening
cosmetic
0
0
1
0
0
0
0
India
fail
substandard
1
0.88
cash_on_delivery
35_49
tertiary
0
0
0
2,023
671
social_media
EPHARM_00073
darknet_market
supplement_vitamin
OTC
0
0
1
0
0
0
1
India
fail
falsified
1
0.48
mobile_money
25_34
secondary
0
0
0
2,023
672
social_media
EPHARM_00216
marketplace_app
traditional_herbal
unregulated
0
0
0
0
0
0
0
India
fail
falsified
0
0.78
mobile_money
25_34
tertiary
0
0
0
2,022
673
social_media
EPHARM_00510
dedicated_website
opioid_analgesic
controlled
1
0
0
0
0
0
0
India
pass
compliant
1
0.72
mobile_money
18_24
tertiary
0
0
0
2,024
674
social_media
EPHARM_00180
Facebook
weight_loss
lifestyle
0
0
1
0
0
0
0
India
pass
compliant
1
0.46
mobile_money
35_49
secondary
0
0
0
2,021
675
social_media
EPHARM_00541
Instagram
erectile_dysfunction
lifestyle
0
0
1
0
0
0
0
China
fail
substandard
0
0.99
cryptocurrency
25_34
primary
0
0
0
2,023
676
social_media
EPHARM_00650
marketplace_app
antibiotic
prescription
1
0
1
0
0
0
0
unknown
pass
compliant
1
0.49
mobile_money
25_34
secondary
0
0
0
2,021
677
social_media
EPHARM_00206
dedicated_website
COVID_treatment
pandemic
0
0
0
0
0
0
0
India
pass
compliant
1
1.04
cash_on_delivery
18_24
primary
0
0
0
2,023
678
social_media
EPHARM_00934
TikTok
contraceptive
reproductive
0
0
1
0
0
0
0
China
pass
compliant
1
0.65
cash_on_delivery
35_49
secondary
0
0
0
2,023
679
social_media
EPHARM_00216
marketplace_app
opioid_analgesic
controlled
1
0
0
0
0
0
0
China
pass
compliant
1
0.51
mobile_money
35_49
tertiary
0
0
0
2,024
680
social_media
EPHARM_00263
dedicated_website
weight_loss
lifestyle
0
0
0
0
0
0
0
unknown
fail
falsified
1
0.58
mobile_money
18_24
tertiary
0
0
0
2,024
681
social_media
EPHARM_00780
dedicated_website
weight_loss
lifestyle
0
0
0
0
0
0
0
China
pass
compliant
1
0.5
cryptocurrency
25_34
secondary
0
0
0
2,023
682
social_media
EPHARM_00035
Telegram
antimalarial
essential
1
0
0
0
0
0
0
USA
fail
falsified
0
0.45
bank_transfer
25_34
secondary
0
0
0
2,021
683
social_media
EPHARM_00538
WhatsApp
antibiotic
prescription
1
0
0
0
1
0
0
India
fail
substandard
1
0.4
mobile_money
50_plus
tertiary
0
0
0
2,024
684
social_media
EPHARM_00108
marketplace_app
antihypertensive
NCD
1
0
1
0
0
0
0
China
fail
falsified
0
0.84
bank_transfer
25_34
secondary
0
0
0
2,022
685
social_media
EPHARM_00026
marketplace_app
skin_lightening
cosmetic
0
0
0
0
0
0
0
India
fail
substandard
0
0.66
cash_on_delivery
50_plus
secondary
0
0
0
2,023
686
social_media
EPHARM_00003
dedicated_website
antibiotic
prescription
1
0
1
0
0
0
0
unknown
fail
substandard
0
0.54
cash_on_delivery
25_34
primary
1
0
0
2,022
687
social_media
EPHARM_00502
marketplace_app
antibiotic
prescription
1
0
0
0
0
1
0
India
pass
compliant
1
0.64
credit_card
25_34
tertiary
1
0
0
2,023
688
social_media
EPHARM_00745
darknet_market
supplement_vitamin
OTC
0
0
0
0
0
0
0
unknown
fail
falsified
0
1.03
credit_card
18_24
secondary
0
0
0
2,020
689
social_media
EPHARM_00852
marketplace_app
opioid_analgesic
controlled
1
0
1
0
0
0
0
unknown
fail
substandard
1
0.93
bank_transfer
25_34
tertiary
1
1
0
2,024
690
social_media
EPHARM_00184
Facebook
antibiotic
prescription
1
0
0
0
0
0
0
India
pass
compliant
1
0.78
mobile_money
18_24
secondary
0
0
0
2,024
691
social_media
EPHARM_00648
darknet_market
weight_loss
lifestyle
0
0
0
0
0
0
0
India
fail
falsified
1
0.57
bank_transfer
25_34
secondary
0
0
1
2,023
692
social_media
EPHARM_00463
marketplace_app
erectile_dysfunction
lifestyle
0
0
0
0
0
0
0
unknown
fail
substandard
1
0.35
bank_transfer
25_34
tertiary
1
0
0
2,023
693
social_media
EPHARM_00609
dedicated_website
antihypertensive
NCD
1
0
0
0
0
0
0
India
pass
compliant
1
0.5
cash_on_delivery
35_49
tertiary
0
0
0
2,021
694
social_media
EPHARM_00517
dedicated_website
weight_loss
lifestyle
0
0
0
0
0
0
0
India
pass
compliant
1
0.88
mobile_money
50_plus
primary
0
0
0
2,023
695
social_media
EPHARM_00001
dedicated_website
erectile_dysfunction
lifestyle
0
0
0
0
1
0
0
India
fail
falsified
0
0.66
cash_on_delivery
25_34
secondary
0
0
0
2,024
696
social_media
EPHARM_00248
Facebook
ARV_HIV
essential
1
1
0
0
0
0
0
India
pass
compliant
1
0.39
credit_card
35_49
tertiary
0
0
0
2,024
697
social_media
EPHARM_00580
dedicated_website
antihypertensive
NCD
1
0
0
0
0
0
0
unknown
fail
substandard
1
0.73
cash_on_delivery
18_24
tertiary
1
0
0
2,023
698
social_media
EPHARM_00767
dedicated_website
erectile_dysfunction
lifestyle
0
0
1
0
0
0
0
unknown
fail
falsified
0
0.76
credit_card
35_49
tertiary
0
0
0
2,023
699
social_media
EPHARM_00687
TikTok
benzodiazepine
controlled
1
0
0
0
0
0
0
India
fail
falsified
0
0.87
mobile_money
35_49
tertiary
0
0
0
2,024
700
social_media
EPHARM_00261
darknet_market
contraceptive
reproductive
0
0
1
0
0
0
0
China
fail
falsified
0
0.85
credit_card
25_34
secondary
0
0
0
2,023