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
501
social_media
EPHARM_00340
Instagram
antimalarial
essential
1
0
0
0
0
0
0
China
fail
falsified
0
0.81
cash_on_delivery
25_34
secondary
0
0
0
2,024
502
social_media
EPHARM_00854
dedicated_website
antimalarial
essential
1
1
0
0
0
0
0
India
fail
falsified
0
0.53
cash_on_delivery
18_24
tertiary
0
0
0
2,024
503
social_media
EPHARM_00939
Telegram
supplement_vitamin
OTC
0
0
1
0
0
0
0
local_SSA
fail
substandard
1
0.84
mobile_money
35_49
primary
0
0
0
2,023
504
social_media
EPHARM_00225
Telegram
antimalarial
essential
1
0
0
0
0
0
0
unknown
fail
falsified
0
0.52
bank_transfer
25_34
tertiary
0
0
0
2,024
505
social_media
EPHARM_00267
darknet_market
supplement_vitamin
OTC
0
0
1
0
0
0
0
China
fail
substandard
1
0.83
bank_transfer
25_34
primary
0
0
0
2,020
506
social_media
EPHARM_00965
marketplace_app
traditional_herbal
unregulated
0
0
0
0
0
0
0
India
fail
falsified
0
0.57
mobile_money
18_24
primary
1
0
0
2,022
507
social_media
EPHARM_00321
marketplace_app
supplement_vitamin
OTC
0
0
1
0
0
0
0
unknown
fail
substandard
0
0.36
cryptocurrency
18_24
tertiary
0
0
0
2,023
508
social_media
EPHARM_00127
marketplace_app
weight_loss
lifestyle
0
0
0
0
0
0
0
USA
fail
falsified
0
0.64
mobile_money
35_49
tertiary
0
0
0
2,023
509
social_media
EPHARM_00746
marketplace_app
antihypertensive
NCD
1
0
1
0
0
0
0
India
pass
compliant
1
0.49
cash_on_delivery
25_34
primary
0
0
0
2,020
510
social_media
EPHARM_00803
marketplace_app
antibiotic
prescription
1
0
0
0
0
0
0
China
pass
compliant
1
0.54
cash_on_delivery
35_49
primary
1
0
0
2,024
511
social_media
EPHARM_00318
Facebook
antimalarial
essential
1
0
0
0
0
0
0
India
pass
compliant
1
0.28
mobile_money
18_24
primary
1
0
0
2,020
512
social_media
EPHARM_00814
Instagram
erectile_dysfunction
lifestyle
0
0
0
0
0
0
0
India
pass
compliant
1
0.85
mobile_money
25_34
tertiary
0
0
0
2,023
513
social_media
EPHARM_00651
darknet_market
weight_loss
lifestyle
0
0
0
1
0
0
0
unknown
fail
substandard
0
0.83
credit_card
25_34
secondary
0
0
0
2,024
514
social_media
EPHARM_00056
dedicated_website
COVID_treatment
pandemic
0
0
0
0
0
0
0
local_SSA
fail
falsified
0
0.42
cash_on_delivery
35_49
secondary
0
1
0
2,024
515
social_media
EPHARM_00607
Facebook
erectile_dysfunction
lifestyle
0
0
0
0
0
0
0
India
fail
falsified
1
0.48
bank_transfer
18_24
tertiary
1
0
0
2,024
516
social_media
EPHARM_00361
dedicated_website
weight_loss
lifestyle
0
0
0
0
0
0
0
China
fail
falsified
0
0.85
mobile_money
50_plus
tertiary
0
1
0
2,023
517
social_media
EPHARM_00753
WhatsApp
traditional_herbal
unregulated
0
0
0
0
0
0
0
unknown
fail
falsified
1
0.7
cash_on_delivery
35_49
secondary
0
0
0
2,021
518
social_media
EPHARM_00504
dedicated_website
traditional_herbal
unregulated
0
0
0
0
0
0
0
India
pass
compliant
1
0.94
cash_on_delivery
25_34
primary
1
0
0
2,024
519
social_media
EPHARM_00699
marketplace_app
antimalarial
essential
1
0
1
0
0
0
0
India
fail
substandard
1
0.63
mobile_money
35_49
tertiary
0
1
0
2,022
520
social_media
EPHARM_00034
dedicated_website
antimalarial
essential
1
0
1
0
0
0
0
unknown
fail
substandard
0
1.17
bank_transfer
18_24
tertiary
1
1
0
2,023
521
social_media
EPHARM_00791
dedicated_website
antidiabetic
NCD
1
0
1
0
0
0
0
unknown
fail
falsified
0
0.65
credit_card
25_34
tertiary
0
0
0
2,022
522
social_media
EPHARM_00180
Instagram
antibiotic
prescription
1
0
0
0
0
0
0
India
fail
substandard
1
0.93
mobile_money
18_24
secondary
1
0
0
2,021
523
social_media
EPHARM_00548
dedicated_website
antimalarial
essential
1
0
0
0
0
0
0
India
pass
compliant
1
0.82
mobile_money
25_34
tertiary
0
0
0
2,024
524
social_media
EPHARM_00319
Facebook
traditional_herbal
unregulated
0
0
1
0
0
0
0
USA
pass
compliant
1
0.77
cash_on_delivery
25_34
secondary
1
0
0
2,023
525
social_media
EPHARM_00361
Instagram
benzodiazepine
controlled
1
0
0
0
0
1
1
unknown
fail
substandard
0
0.72
bank_transfer
35_49
tertiary
0
0
0
2,020
526
social_media
EPHARM_00659
dedicated_website
supplement_vitamin
OTC
0
0
0
0
0
0
0
unknown
fail
substandard
0
0.36
cash_on_delivery
18_24
tertiary
0
0
0
2,021
527
social_media
EPHARM_00066
dedicated_website
skin_lightening
cosmetic
0
0
1
0
0
0
0
India
fail
substandard
1
0.72
mobile_money
50_plus
primary
0
0
0
2,024
528
social_media
EPHARM_00957
marketplace_app
antihypertensive
NCD
1
0
0
0
0
0
0
India
fail
substandard
0
0.57
credit_card
25_34
secondary
0
0
0
2,021
529
social_media
EPHARM_00050
Facebook
antibiotic
prescription
1
0
1
0
0
0
0
China
pass
compliant
1
0.75
mobile_money
35_49
tertiary
0
0
0
2,020
530
social_media
EPHARM_00127
marketplace_app
antibiotic
prescription
1
0
0
0
1
1
0
unknown
fail
substandard
0
1.07
bank_transfer
25_34
secondary
0
0
0
2,021
531
social_media
EPHARM_00003
Telegram
antimalarial
essential
1
0
1
0
0
0
0
Europe
fail
substandard
0
0.81
cash_on_delivery
18_24
tertiary
0
0
0
2,023
532
social_media
EPHARM_00561
Facebook
erectile_dysfunction
lifestyle
0
0
0
0
0
0
0
India
pass
compliant
1
1.19
mobile_money
25_34
primary
0
0
0
2,024
533
social_media
EPHARM_00996
marketplace_app
antihypertensive
NCD
1
0
0
0
0
0
0
India
fail
falsified
0
0.57
mobile_money
25_34
tertiary
0
0
1
2,020
534
social_media
EPHARM_00629
dedicated_website
skin_lightening
cosmetic
0
0
1
0
0
0
0
unknown
fail
falsified
0
0.69
cash_on_delivery
25_34
secondary
0
0
0
2,021
535
social_media
EPHARM_00515
Telegram
antibiotic
prescription
1
0
0
0
0
0
1
China
fail
substandard
1
0.56
credit_card
25_34
tertiary
0
0
0
2,022
536
social_media
EPHARM_00360
darknet_market
COVID_treatment
pandemic
0
0
1
0
0
0
0
China
fail
substandard
0
0.55
credit_card
35_49
secondary
1
0
0
2,023
537
social_media
EPHARM_00429
darknet_market
antihypertensive
NCD
1
0
0
0
0
0
0
unknown
fail
falsified
0
0.7
cryptocurrency
25_34
primary
0
0
0
2,023
538
social_media
EPHARM_00047
darknet_market
weight_loss
lifestyle
0
0
1
0
0
0
0
Europe
fail
substandard
0
0.77
bank_transfer
25_34
tertiary
0
0
0
2,023
539
social_media
EPHARM_00400
Telegram
skin_lightening
cosmetic
0
0
0
0
0
0
1
India
fail
falsified
1
0.74
cryptocurrency
25_34
primary
1
0
0
2,024
540
social_media
EPHARM_00974
Instagram
antidiabetic
NCD
1
0
1
1
0
0
0
Europe
pass
compliant
1
1.16
cryptocurrency
25_34
secondary
0
0
0
2,023
541
social_media
EPHARM_00544
dedicated_website
antihypertensive
NCD
1
0
1
0
0
0
0
India
fail
substandard
0
0.95
credit_card
18_24
primary
1
0
0
2,024
542
social_media
EPHARM_00680
dedicated_website
antibiotic
prescription
1
0
0
0
0
1
0
unknown
fail
substandard
0
0.74
mobile_money
35_49
tertiary
0
0
0
2,023
543
social_media
EPHARM_00196
Telegram
traditional_herbal
unregulated
0
0
1
0
0
0
0
India
fail
substandard
1
0.61
mobile_money
25_34
primary
1
0
0
2,024
544
social_media
EPHARM_00055
TikTok
erectile_dysfunction
lifestyle
0
0
0
0
0
0
0
India
fail
substandard
0
0.6
bank_transfer
35_49
primary
0
0
0
2,022
545
social_media
EPHARM_00527
Facebook
supplement_vitamin
OTC
0
0
1
0
0
0
0
local_SSA
pass
compliant
1
0.59
cryptocurrency
18_24
primary
0
0
0
2,024
546
social_media
EPHARM_00996
marketplace_app
weight_loss
lifestyle
0
0
0
0
0
0
0
local_SSA
pass
compliant
1
0.79
mobile_money
35_49
secondary
0
0
0
2,021
547
social_media
EPHARM_00317
Instagram
weight_loss
lifestyle
0
0
1
0
0
0
0
China
fail
falsified
1
0.94
mobile_money
35_49
tertiary
0
0
0
2,020
548
social_media
EPHARM_00468
darknet_market
antihypertensive
NCD
1
0
0
0
0
0
0
China
pass
compliant
1
0.78
cash_on_delivery
25_34
primary
1
0
0
2,024
549
social_media
EPHARM_00516
dedicated_website
erectile_dysfunction
lifestyle
0
0
0
0
0
0
0
China
pass
compliant
1
0.59
mobile_money
35_49
tertiary
0
0
0
2,024
550
social_media
EPHARM_00756
WhatsApp
benzodiazepine
controlled
1
0
0
0
0
0
0
unknown
fail
falsified
1
0.81
mobile_money
35_49
tertiary
0
0
0
2,023
551
social_media
EPHARM_00814
marketplace_app
weight_loss
lifestyle
0
0
1
0
0
0
0
unknown
fail
substandard
0
0.67
credit_card
25_34
primary
0
0
0
2,023
552
social_media
EPHARM_00161
marketplace_app
weight_loss
lifestyle
0
0
1
0
0
0
0
unknown
fail
substandard
0
0.67
cryptocurrency
35_49
tertiary
0
0
0
2,024
553
social_media
EPHARM_00873
dedicated_website
benzodiazepine
controlled
1
0
1
0
0
0
0
India
pass
compliant
1
1.05
bank_transfer
35_49
secondary
0
0
0
2,020
554
social_media
EPHARM_00415
darknet_market
contraceptive
reproductive
0
0
1
0
0
0
0
China
pass
compliant
1
0.53
cash_on_delivery
18_24
secondary
0
0
0
2,023
555
social_media
EPHARM_00046
Instagram
antihypertensive
NCD
1
1
1
0
0
0
0
China
pass
compliant
1
0.39
mobile_money
50_plus
tertiary
1
0
0
2,024
556
social_media
EPHARM_00378
dedicated_website
antihypertensive
NCD
1
0
1
0
0
0
0
unknown
pass
compliant
1
0.78
cash_on_delivery
25_34
secondary
0
0
0
2,022
557
social_media
EPHARM_00512
TikTok
skin_lightening
cosmetic
0
0
0
0
0
0
0
China
fail
falsified
1
0.36
cash_on_delivery
18_24
tertiary
0
1
0
2,021
558
social_media
EPHARM_00725
Facebook
skin_lightening
cosmetic
0
0
0
0
0
0
0
unknown
fail
falsified
0
0.57
cryptocurrency
35_49
tertiary
0
0
0
2,023
559
social_media
EPHARM_00295
marketplace_app
antimalarial
essential
1
0
0
0
0
0
0
unknown
fail
substandard
0
0.65
cash_on_delivery
18_24
tertiary
0
0
0
2,024
560
social_media
EPHARM_00985
marketplace_app
opioid_analgesic
controlled
1
0
0
0
0
0
0
India
fail
falsified
0
0.61
mobile_money
50_plus
tertiary
0
0
0
2,024
561
social_media
EPHARM_00481
WhatsApp
antidiabetic
NCD
1
1
0
0
0
0
0
China
pass
compliant
1
0.66
mobile_money
35_49
tertiary
0
0
0
2,024
562
social_media
EPHARM_00519
Telegram
weight_loss
lifestyle
0
0
0
0
0
0
0
China
pass
compliant
1
0.86
credit_card
50_plus
secondary
0
0
0
2,024
563
social_media
EPHARM_00045
Instagram
weight_loss
lifestyle
0
0
0
0
0
1
0
China
fail
falsified
0
0.72
bank_transfer
35_49
secondary
0
0
0
2,022
564
social_media
EPHARM_00636
darknet_market
traditional_herbal
unregulated
0
0
1
0
1
0
0
unknown
fail
substandard
0
0.5
mobile_money
25_34
tertiary
0
0
0
2,023
565
social_media
EPHARM_00148
dedicated_website
ARV_HIV
essential
1
0
0
0
0
0
0
China
pass
compliant
1
0.56
mobile_money
35_49
tertiary
0
0
0
2,024
566
social_media
EPHARM_00062
Facebook
weight_loss
lifestyle
0
0
0
0
0
0
0
local_SSA
fail
substandard
0
0.82
cash_on_delivery
25_34
primary
0
0
0
2,024
567
social_media
EPHARM_00252
dedicated_website
weight_loss
lifestyle
0
0
1
0
0
0
0
unknown
fail
substandard
0
0.92
cash_on_delivery
50_plus
secondary
0
0
0
2,023
568
social_media
EPHARM_00775
Telegram
contraceptive
reproductive
0
0
0
0
0
0
1
India
pass
compliant
1
0.52
bank_transfer
18_24
tertiary
0
0
0
2,023
569
social_media
EPHARM_00051
dedicated_website
antibiotic
prescription
1
0
0
0
0
0
0
India
fail
substandard
0
0.55
mobile_money
18_24
tertiary
0
0
0
2,022
570
social_media
EPHARM_00233
marketplace_app
erectile_dysfunction
lifestyle
0
0
0
0
0
0
0
India
fail
substandard
0
0.87
credit_card
35_49
tertiary
0
0
0
2,024
571
social_media
EPHARM_00818
dedicated_website
skin_lightening
cosmetic
0
0
0
0
0
0
0
India
fail
substandard
1
0.65
bank_transfer
25_34
tertiary
0
0
0
2,021
572
social_media
EPHARM_00427
marketplace_app
ARV_HIV
essential
1
0
1
0
0
0
0
unknown
pass
compliant
1
0.95
cryptocurrency
25_34
secondary
0
0
0
2,022
573
social_media
EPHARM_00520
darknet_market
cancer_medicine
specialty
1
1
1
0
0
0
0
USA
pass
compliant
1
0.81
mobile_money
25_34
tertiary
0
0
0
2,023
574
social_media
EPHARM_00756
darknet_market
supplement_vitamin
OTC
0
0
0
0
0
0
0
Europe
fail
falsified
0
0.74
mobile_money
35_49
secondary
1
0
0
2,024
575
social_media
EPHARM_00547
dedicated_website
antimalarial
essential
1
0
1
0
0
0
0
unknown
pass
compliant
1
0.63
credit_card
50_plus
tertiary
1
0
0
2,023
576
social_media
EPHARM_00609
Instagram
traditional_herbal
unregulated
0
0
1
0
0
0
0
Europe
pass
compliant
1
0.81
mobile_money
35_49
secondary
0
0
0
2,024
577
social_media
EPHARM_00554
dedicated_website
erectile_dysfunction
lifestyle
0
0
1
0
0
0
0
USA
fail
substandard
1
0.66
bank_transfer
25_34
tertiary
0
0
0
2,022
578
social_media
EPHARM_00243
dedicated_website
skin_lightening
cosmetic
0
0
1
0
0
0
0
China
pass
compliant
1
0.62
mobile_money
35_49
secondary
0
0
0
2,021
579
social_media
EPHARM_00048
dedicated_website
weight_loss
lifestyle
0
0
0
0
0
0
0
China
fail
substandard
0
0.49
mobile_money
50_plus
secondary
1
0
0
2,024
580
social_media
EPHARM_00415
dedicated_website
antidiabetic
NCD
1
0
1
0
0
0
0
unknown
fail
substandard
0
0.65
bank_transfer
18_24
tertiary
1
0
0
2,023
581
social_media
EPHARM_00724
WhatsApp
antihypertensive
NCD
1
0
1
0
0
0
0
China
fail
substandard
0
0.84
cash_on_delivery
25_34
secondary
0
0
0
2,024
582
social_media
EPHARM_00859
dedicated_website
antihypertensive
NCD
1
0
1
0
0
0
0
unknown
fail
falsified
0
0.33
cash_on_delivery
50_plus
tertiary
0
0
0
2,022
583
social_media
EPHARM_00102
dedicated_website
erectile_dysfunction
lifestyle
0
0
0
0
0
1
0
unknown
fail
falsified
0
0.7
mobile_money
18_24
tertiary
0
0
0
2,021
584
social_media
EPHARM_00293
dedicated_website
antibiotic
prescription
1
1
1
0
1
0
0
unknown
fail
substandard
1
0.93
cash_on_delivery
25_34
secondary
0
0
0
2,022
585
social_media
EPHARM_00839
dedicated_website
traditional_herbal
unregulated
0
0
0
0
0
0
0
China
fail
falsified
1
0.41
cash_on_delivery
35_49
primary
1
0
0
2,024
586
social_media
EPHARM_00018
Facebook
antihypertensive
NCD
1
0
0
0
0
0
0
India
fail
substandard
0
0.93
mobile_money
18_24
tertiary
0
0
0
2,022
587
social_media
EPHARM_00373
WhatsApp
benzodiazepine
controlled
1
0
0
0
0
0
0
India
pass
compliant
1
0.91
cryptocurrency
35_49
tertiary
0
0
0
2,024
588
social_media
EPHARM_00649
Facebook
skin_lightening
cosmetic
0
0
0
0
0
0
0
India
fail
falsified
0
0.5
cash_on_delivery
18_24
secondary
0
0
0
2,022
589
social_media
EPHARM_00007
Instagram
antimalarial
essential
1
0
0
0
0
0
0
unknown
fail
falsified
0
0.78
credit_card
18_24
primary
0
0
0
2,023
590
social_media
EPHARM_00488
Instagram
erectile_dysfunction
lifestyle
0
0
1
0
0
0
0
USA
pass
compliant
1
0.59
mobile_money
35_49
secondary
1
0
0
2,023
591
social_media
EPHARM_00521
dedicated_website
traditional_herbal
unregulated
0
0
1
0
0
0
0
unknown
pass
compliant
1
0.59
mobile_money
50_plus
primary
0
0
0
2,023
592
social_media
EPHARM_00850
dedicated_website
weight_loss
lifestyle
0
0
0
0
0
1
0
India
fail
falsified
0
1.31
mobile_money
25_34
tertiary
1
0
0
2,023
593
social_media
EPHARM_00927
Telegram
opioid_analgesic
controlled
1
0
0
0
0
0
0
local_SSA
fail
falsified
0
0.45
cash_on_delivery
35_49
primary
0
0
0
2,023
594
social_media
EPHARM_00956
WhatsApp
erectile_dysfunction
lifestyle
0
0
0
0
0
0
0
India
pass
compliant
1
0.88
credit_card
25_34
tertiary
0
0
0
2,024
595
social_media
EPHARM_00461
marketplace_app
weight_loss
lifestyle
0
0
0
0
0
1
0
unknown
fail
substandard
0
0.75
mobile_money
25_34
secondary
0
0
0
2,024
596
social_media
EPHARM_00631
Facebook
antibiotic
prescription
1
0
0
0
0
0
0
unknown
fail
falsified
1
0.78
cash_on_delivery
18_24
secondary
0
0
0
2,022
597
social_media
EPHARM_00318
Facebook
weight_loss
lifestyle
0
0
0
0
0
0
0
unknown
fail
substandard
1
1.14
mobile_money
35_49
primary
1
0
0
2,021
598
social_media
EPHARM_00513
WhatsApp
traditional_herbal
unregulated
0
0
0
0
0
0
0
Europe
fail
falsified
1
0.83
mobile_money
25_34
secondary
1
0
0
2,024
599
social_media
EPHARM_00857
dedicated_website
antimalarial
essential
1
0
1
0
0
0
1
India
fail
substandard
0
0.58
bank_transfer
35_49
secondary
0
0
0
2,022
600
social_media
EPHARM_00256
marketplace_app
contraceptive
reproductive
0
0
0
0
1
0
0
India
fail
substandard
1
0.49
cash_on_delivery
35_49
primary
0
0
0
2,024