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
301
social_media
EPHARM_00749
Facebook
erectile_dysfunction
lifestyle
0
0
0
0
0
0
0
China
fail
substandard
0
0.15
cryptocurrency
50_plus
secondary
0
0
0
2,024
302
social_media
EPHARM_00493
dedicated_website
antidiabetic
NCD
1
0
1
0
0
0
0
unknown
pass
compliant
1
0.78
cryptocurrency
25_34
tertiary
0
0
0
2,021
303
social_media
EPHARM_00897
dedicated_website
antimalarial
essential
1
0
1
0
0
0
0
Europe
pass
compliant
1
0.57
cash_on_delivery
35_49
primary
0
0
0
2,020
304
social_media
EPHARM_00772
dedicated_website
antidiabetic
NCD
1
0
1
0
0
0
0
unknown
pass
compliant
1
0.35
mobile_money
25_34
secondary
0
0
0
2,023
305
social_media
EPHARM_00518
dedicated_website
antibiotic
prescription
1
0
1
0
0
0
0
China
fail
falsified
0
0.75
cash_on_delivery
25_34
tertiary
0
0
0
2,024
306
social_media
EPHARM_00792
darknet_market
traditional_herbal
unregulated
0
0
0
0
1
0
0
Europe
fail
falsified
0
0.73
cash_on_delivery
35_49
tertiary
0
0
0
2,021
307
social_media
EPHARM_00216
dedicated_website
antibiotic
prescription
1
0
0
0
0
0
0
unknown
fail
falsified
0
0.87
credit_card
25_34
primary
0
0
0
2,021
308
social_media
EPHARM_00195
darknet_market
ARV_HIV
essential
1
0
1
0
0
0
0
Europe
fail
substandard
0
0.73
cash_on_delivery
25_34
tertiary
0
0
0
2,021
309
social_media
EPHARM_00719
Facebook
antimalarial
essential
1
0
0
0
0
0
0
India
fail
falsified
1
0.81
cash_on_delivery
18_24
tertiary
0
0
0
2,024
310
social_media
EPHARM_00961
Facebook
antibiotic
prescription
1
0
0
0
0
0
0
unknown
fail
substandard
0
0.62
mobile_money
25_34
primary
0
0
0
2,022
311
social_media
EPHARM_00239
TikTok
erectile_dysfunction
lifestyle
0
0
0
0
0
1
0
China
fail
falsified
0
0.8
cash_on_delivery
18_24
tertiary
0
0
0
2,023
312
social_media
EPHARM_00456
WhatsApp
antimalarial
essential
1
1
1
0
0
0
0
unknown
fail
substandard
1
0.85
cash_on_delivery
25_34
primary
0
0
0
2,021
313
social_media
EPHARM_00482
darknet_market
traditional_herbal
unregulated
0
0
1
0
0
0
0
unknown
fail
falsified
0
0.8
mobile_money
25_34
tertiary
0
0
0
2,024
314
social_media
EPHARM_00688
dedicated_website
erectile_dysfunction
lifestyle
0
0
1
0
0
0
0
unknown
pass
compliant
1
0.93
credit_card
18_24
tertiary
0
0
0
2,021
315
social_media
EPHARM_00726
darknet_market
weight_loss
lifestyle
0
0
0
0
0
1
0
unknown
pass
compliant
1
0.82
mobile_money
25_34
secondary
1
0
0
2,024
316
social_media
EPHARM_00117
dedicated_website
opioid_analgesic
controlled
1
0
0
0
0
0
0
unknown
fail
falsified
0
0.67
cash_on_delivery
35_49
tertiary
0
0
0
2,023
317
social_media
EPHARM_00829
marketplace_app
benzodiazepine
controlled
1
0
0
0
0
1
1
India
pass
compliant
1
0.65
cash_on_delivery
25_34
primary
0
0
0
2,020
318
social_media
EPHARM_00333
dedicated_website
erectile_dysfunction
lifestyle
0
0
0
0
0
0
0
unknown
fail
falsified
0
0.25
credit_card
25_34
primary
0
0
0
2,023
319
social_media
EPHARM_00746
marketplace_app
COVID_treatment
pandemic
0
0
0
0
0
0
0
local_SSA
fail
falsified
0
1.01
bank_transfer
35_49
secondary
1
0
1
2,020
320
social_media
EPHARM_00198
Telegram
antidiabetic
NCD
1
0
0
0
0
1
0
India
fail
substandard
1
0.74
mobile_money
18_24
tertiary
1
0
0
2,021
321
social_media
EPHARM_00753
WhatsApp
antihypertensive
NCD
1
0
1
0
0
0
0
unknown
pass
compliant
1
0.42
mobile_money
25_34
primary
0
0
0
2,020
322
social_media
EPHARM_00157
darknet_market
antidiabetic
NCD
1
0
0
0
0
0
0
China
fail
substandard
1
0.8
bank_transfer
25_34
secondary
0
0
0
2,022
323
social_media
EPHARM_00993
WhatsApp
antimalarial
essential
1
0
1
0
0
0
0
local_SSA
pass
compliant
1
0.86
mobile_money
18_24
secondary
1
0
0
2,024
324
social_media
EPHARM_00431
Facebook
benzodiazepine
controlled
1
1
0
0
0
0
0
unknown
fail
falsified
0
0.53
mobile_money
35_49
secondary
0
0
0
2,023
325
social_media
EPHARM_00347
Facebook
opioid_analgesic
controlled
1
0
0
0
0
0
0
China
fail
substandard
0
0.54
bank_transfer
35_49
secondary
0
0
0
2,024
326
social_media
EPHARM_00695
marketplace_app
antimalarial
essential
1
0
0
0
0
0
0
unknown
pass
compliant
1
0.9
bank_transfer
35_49
secondary
0
0
0
2,024
327
social_media
EPHARM_00580
dedicated_website
erectile_dysfunction
lifestyle
0
0
0
0
0
0
0
unknown
fail
substandard
0
0.47
mobile_money
18_24
secondary
0
0
0
2,020
328
social_media
EPHARM_00919
dedicated_website
weight_loss
lifestyle
0
0
1
0
0
0
0
China
fail
substandard
0
0.7
credit_card
25_34
tertiary
0
0
0
2,024
329
social_media
EPHARM_00643
marketplace_app
skin_lightening
cosmetic
0
0
1
0
0
0
0
Europe
fail
substandard
0
0.66
cryptocurrency
25_34
tertiary
1
0
0
2,021
330
social_media
EPHARM_00132
dedicated_website
antimalarial
essential
1
0
1
0
0
0
0
unknown
fail
substandard
0
0.46
cash_on_delivery
25_34
secondary
0
0
0
2,023
331
social_media
EPHARM_00845
Telegram
opioid_analgesic
controlled
1
0
0
0
0
0
0
China
fail
substandard
1
0.43
bank_transfer
35_49
tertiary
0
0
0
2,022
332
social_media
EPHARM_00746
dedicated_website
antibiotic
prescription
1
1
0
0
0
0
0
India
pass
compliant
1
0.98
bank_transfer
18_24
tertiary
0
0
0
2,020
333
social_media
EPHARM_00312
dedicated_website
antibiotic
prescription
1
0
0
0
0
0
0
unknown
fail
substandard
0
0.7
mobile_money
18_24
tertiary
0
0
0
2,022
334
social_media
EPHARM_00973
Facebook
ARV_HIV
essential
1
0
1
0
0
0
0
India
fail
substandard
0
1.01
credit_card
18_24
tertiary
0
1
0
2,023
335
social_media
EPHARM_00488
dedicated_website
weight_loss
lifestyle
0
0
0
0
0
0
0
Europe
fail
substandard
0
0.71
mobile_money
25_34
secondary
1
0
0
2,021
336
social_media
EPHARM_00946
darknet_market
ARV_HIV
essential
1
0
0
0
0
0
0
unknown
fail
substandard
0
0.76
cash_on_delivery
25_34
tertiary
0
0
0
2,023
337
social_media
EPHARM_00440
dedicated_website
contraceptive
reproductive
0
0
0
0
0
0
0
unknown
fail
falsified
0
0.9
mobile_money
35_49
tertiary
0
0
0
2,024
338
social_media
EPHARM_00274
dedicated_website
erectile_dysfunction
lifestyle
0
0
0
0
0
0
0
unknown
fail
substandard
1
0.43
credit_card
25_34
tertiary
1
0
0
2,024
339
social_media
EPHARM_00332
Facebook
COVID_treatment
pandemic
0
0
0
0
0
0
0
unknown
fail
substandard
1
0.65
mobile_money
50_plus
primary
0
0
0
2,021
340
social_media
EPHARM_00849
Facebook
contraceptive
reproductive
0
0
0
0
0
0
0
China
pass
compliant
1
0.85
mobile_money
18_24
secondary
0
0
0
2,020
341
social_media
EPHARM_00013
WhatsApp
antibiotic
prescription
1
1
1
0
0
0
0
local_SSA
pass
compliant
1
0.57
credit_card
18_24
tertiary
0
0
0
2,024
342
social_media
EPHARM_00513
WhatsApp
antimalarial
essential
1
0
0
0
0
0
0
India
fail
substandard
0
0.7
mobile_money
25_34
secondary
1
0
0
2,024
343
social_media
EPHARM_00718
dedicated_website
ARV_HIV
essential
1
0
1
0
0
0
0
local_SSA
fail
substandard
1
0.64
cryptocurrency
35_49
tertiary
1
0
0
2,020
344
social_media
EPHARM_00575
darknet_market
traditional_herbal
unregulated
0
0
0
0
0
0
0
USA
fail
falsified
0
0.52
bank_transfer
18_24
primary
0
0
0
2,021
345
social_media
EPHARM_00609
Facebook
erectile_dysfunction
lifestyle
0
0
0
0
0
0
0
USA
fail
falsified
1
0.86
mobile_money
35_49
secondary
1
0
0
2,024
346
social_media
EPHARM_00866
dedicated_website
ARV_HIV
essential
1
0
1
0
0
0
0
unknown
fail
falsified
1
0.84
bank_transfer
18_24
tertiary
0
0
0
2,021
347
social_media
EPHARM_00016
WhatsApp
supplement_vitamin
OTC
0
0
0
0
0
0
0
Europe
fail
substandard
1
0.9
bank_transfer
25_34
tertiary
1
0
0
2,024
348
social_media
EPHARM_00072
marketplace_app
benzodiazepine
controlled
1
0
1
0
0
0
0
unknown
fail
substandard
1
0.57
bank_transfer
35_49
tertiary
0
0
0
2,022
349
social_media
EPHARM_00028
darknet_market
antimalarial
essential
1
0
0
0
0
0
0
India
fail
falsified
1
0.64
mobile_money
35_49
tertiary
1
0
0
2,021
350
social_media
EPHARM_00942
dedicated_website
ARV_HIV
essential
1
0
0
0
0
0
0
unknown
fail
substandard
0
0.48
bank_transfer
25_34
secondary
1
0
0
2,020
351
social_media
EPHARM_00251
marketplace_app
antimalarial
essential
1
0
0
0
0
0
0
India
fail
substandard
0
1
bank_transfer
18_24
primary
1
0
0
2,023
352
social_media
EPHARM_00275
TikTok
antidiabetic
NCD
1
0
0
0
0
0
0
unknown
fail
falsified
0
0.86
cash_on_delivery
50_plus
tertiary
0
0
0
2,023
353
social_media
EPHARM_00486
Telegram
antibiotic
prescription
1
0
0
0
0
0
0
Europe
fail
substandard
0
0.71
cash_on_delivery
18_24
tertiary
0
0
0
2,024
354
social_media
EPHARM_00819
marketplace_app
opioid_analgesic
controlled
1
0
1
0
0
0
0
India
fail
falsified
0
0.61
bank_transfer
25_34
tertiary
0
0
0
2,023
355
social_media
EPHARM_00854
Facebook
antibiotic
prescription
1
0
0
0
0
0
0
India
pass
compliant
1
0.61
credit_card
25_34
primary
0
0
0
2,020
356
social_media
EPHARM_00788
marketplace_app
ARV_HIV
essential
1
0
0
0
0
0
0
India
fail
substandard
1
0.67
cash_on_delivery
50_plus
tertiary
0
0
0
2,022
357
social_media
EPHARM_00077
Facebook
supplement_vitamin
OTC
0
0
1
0
0
0
0
China
fail
falsified
0
1.06
mobile_money
50_plus
primary
0
0
0
2,023
358
social_media
EPHARM_00418
WhatsApp
antihypertensive
NCD
1
0
1
0
0
0
0
Europe
fail
falsified
1
1
mobile_money
35_49
secondary
0
0
0
2,023
359
social_media
EPHARM_00704
dedicated_website
antihypertensive
NCD
1
0
0
0
0
0
0
unknown
fail
substandard
1
0.88
cash_on_delivery
35_49
secondary
0
0
0
2,024
360
social_media
EPHARM_00265
darknet_market
opioid_analgesic
controlled
1
0
1
0
0
0
0
China
pass
compliant
1
0.64
cash_on_delivery
35_49
tertiary
0
0
0
2,022
361
social_media
EPHARM_00223
Instagram
supplement_vitamin
OTC
0
0
0
0
0
0
0
unknown
fail
substandard
1
0.57
mobile_money
25_34
tertiary
0
0
0
2,023
362
social_media
EPHARM_00169
marketplace_app
antidiabetic
NCD
1
0
1
0
0
0
0
local_SSA
pass
compliant
1
1.01
mobile_money
25_34
secondary
0
0
0
2,021
363
social_media
EPHARM_00780
Telegram
erectile_dysfunction
lifestyle
0
0
1
0
0
0
0
unknown
fail
falsified
1
0.91
mobile_money
35_49
secondary
0
0
0
2,024
364
social_media
EPHARM_00576
Instagram
contraceptive
reproductive
0
0
0
0
0
1
1
India
fail
falsified
1
0.67
cash_on_delivery
35_49
tertiary
0
0
0
2,024
365
social_media
EPHARM_00090
dedicated_website
antimalarial
essential
1
0
0
0
0
1
0
India
pass
compliant
1
0.68
cash_on_delivery
18_24
tertiary
0
0
0
2,020
366
social_media
EPHARM_00901
dedicated_website
cancer_medicine
specialty
1
1
0
0
0
0
0
India
fail
substandard
0
0.5
mobile_money
18_24
secondary
0
0
0
2,024
367
social_media
EPHARM_00221
dedicated_website
weight_loss
lifestyle
0
0
0
0
0
0
0
China
fail
falsified
1
0.85
bank_transfer
25_34
primary
0
0
0
2,023
368
social_media
EPHARM_00926
Telegram
weight_loss
lifestyle
0
0
0
0
0
0
0
unknown
pass
compliant
1
0.42
cash_on_delivery
35_49
secondary
0
0
0
2,024
369
social_media
EPHARM_00395
Facebook
cancer_medicine
specialty
1
0
1
0
0
0
0
local_SSA
pass
compliant
1
1.17
mobile_money
18_24
secondary
0
0
0
2,024
370
social_media
EPHARM_00462
marketplace_app
antihypertensive
NCD
1
0
0
0
0
1
0
India
pass
compliant
1
0.43
mobile_money
18_24
tertiary
0
0
0
2,021
371
social_media
EPHARM_00931
dedicated_website
antihypertensive
NCD
1
0
1
0
0
0
0
unknown
fail
falsified
1
1.09
mobile_money
50_plus
secondary
0
0
0
2,023
372
social_media
EPHARM_00957
dedicated_website
erectile_dysfunction
lifestyle
0
0
0
0
0
0
0
unknown
fail
falsified
1
0.76
mobile_money
50_plus
tertiary
0
0
0
2,023
373
social_media
EPHARM_00210
marketplace_app
cancer_medicine
specialty
1
0
1
0
0
0
0
India
pass
compliant
1
0.48
cash_on_delivery
35_49
tertiary
0
0
0
2,021
374
social_media
EPHARM_00558
dedicated_website
erectile_dysfunction
lifestyle
0
0
0
0
0
0
0
India
fail
substandard
1
0.56
mobile_money
25_34
tertiary
0
0
0
2,022
375
social_media
EPHARM_00641
Facebook
antihypertensive
NCD
1
0
0
0
0
0
0
India
pass
compliant
1
0.94
cash_on_delivery
25_34
secondary
1
0
0
2,023
376
social_media
EPHARM_00325
Telegram
antimalarial
essential
1
0
0
0
0
0
0
local_SSA
pass
compliant
1
0.54
cash_on_delivery
35_49
secondary
1
0
0
2,021
377
social_media
EPHARM_00159
Facebook
antihypertensive
NCD
1
0
0
0
0
0
0
India
fail
falsified
0
0.59
bank_transfer
35_49
secondary
0
0
0
2,024
378
social_media
EPHARM_00524
marketplace_app
benzodiazepine
controlled
1
1
1
0
0
0
0
Europe
pass
compliant
1
0.24
cash_on_delivery
18_24
secondary
0
0
0
2,020
379
social_media
EPHARM_00755
marketplace_app
antimalarial
essential
1
0
1
0
0
0
0
China
pass
compliant
1
0.59
mobile_money
18_24
tertiary
0
0
0
2,023
380
social_media
EPHARM_00884
dedicated_website
contraceptive
reproductive
0
0
1
0
0
0
0
unknown
pass
compliant
1
0.81
cash_on_delivery
18_24
secondary
0
0
0
2,021
381
social_media
EPHARM_00537
darknet_market
antidiabetic
NCD
1
0
1
0
0
0
0
China
pass
compliant
1
0.54
mobile_money
35_49
primary
0
0
0
2,022
382
social_media
EPHARM_00646
Telegram
ARV_HIV
essential
1
0
0
0
0
0
0
India
fail
falsified
1
1.02
mobile_money
50_plus
secondary
0
0
0
2,024
383
social_media
EPHARM_00432
dedicated_website
opioid_analgesic
controlled
1
0
1
0
0
0
0
India
pass
compliant
1
0.85
mobile_money
25_34
secondary
0
0
0
2,021
384
social_media
EPHARM_00361
WhatsApp
weight_loss
lifestyle
0
0
1
0
0
0
0
India
fail
substandard
0
0.75
credit_card
35_49
secondary
1
0
0
2,024
385
social_media
EPHARM_00908
Instagram
COVID_treatment
pandemic
0
0
0
0
0
0
0
USA
fail
falsified
0
0.71
credit_card
18_24
primary
0
0
0
2,020
386
social_media
EPHARM_00925
Facebook
antibiotic
prescription
1
0
0
0
0
0
0
China
pass
compliant
1
0.72
cash_on_delivery
25_34
secondary
0
0
0
2,020
387
social_media
EPHARM_00021
dedicated_website
ARV_HIV
essential
1
0
1
0
0
0
0
unknown
fail
substandard
0
0.64
mobile_money
18_24
secondary
0
0
0
2,024
388
social_media
EPHARM_00959
Facebook
ARV_HIV
essential
1
1
1
0
0
0
1
China
fail
falsified
0
0.49
credit_card
35_49
tertiary
1
1
0
2,023
389
social_media
EPHARM_00369
TikTok
benzodiazepine
controlled
1
0
0
0
0
0
0
unknown
fail
falsified
1
0.55
cash_on_delivery
18_24
tertiary
0
1
0
2,021
390
social_media
EPHARM_00370
marketplace_app
ARV_HIV
essential
1
0
1
0
0
0
0
China
fail
falsified
1
0.71
credit_card
25_34
tertiary
0
0
0
2,020
391
social_media
EPHARM_00469
WhatsApp
supplement_vitamin
OTC
0
0
1
0
0
0
0
China
pass
compliant
1
0.74
mobile_money
25_34
tertiary
1
0
0
2,023
392
social_media
EPHARM_00161
marketplace_app
cancer_medicine
specialty
1
0
1
0
0
0
0
unknown
pass
compliant
1
0.71
credit_card
35_49
secondary
1
0
0
2,022
393
social_media
EPHARM_00036
Facebook
weight_loss
lifestyle
0
0
0
0
0
0
0
India
fail
falsified
0
0.82
credit_card
25_34
tertiary
1
0
0
2,023
394
social_media
EPHARM_00462
dedicated_website
cancer_medicine
specialty
1
0
0
0
0
0
1
unknown
fail
falsified
0
0.83
credit_card
25_34
secondary
0
0
0
2,022
395
social_media
EPHARM_00124
TikTok
antibiotic
prescription
1
0
0
0
0
0
0
unknown
fail
falsified
0
0.45
credit_card
18_24
primary
0
0
0
2,021
396
social_media
EPHARM_00121
marketplace_app
antimalarial
essential
1
0
0
0
0
0
0
unknown
fail
substandard
0
0.75
mobile_money
35_49
secondary
0
0
0
2,023
397
social_media
EPHARM_00418
darknet_market
cancer_medicine
specialty
1
0
0
0
0
0
0
unknown
fail
falsified
1
0.56
cash_on_delivery
35_49
tertiary
0
0
0
2,021
398
social_media
EPHARM_00574
Telegram
erectile_dysfunction
lifestyle
0
0
1
0
1
0
0
unknown
pass
compliant
1
0.95
mobile_money
18_24
secondary
0
0
0
2,022
399
social_media
EPHARM_00089
darknet_market
antibiotic
prescription
1
0
1
0
0
0
0
unknown
pass
compliant
1
0.38
cash_on_delivery
18_24
secondary
0
0
0
2,024
400
social_media
EPHARM_00031
Facebook
antimalarial
essential
1
0
1
0
0
0
0
unknown
fail
substandard
0
0.1
mobile_money
50_plus
secondary
0
0
0
2,024