Dataset validation

CPSC Product Recall CSV Sample

A validation sample for a possible consumer product recall feed built from public CPSC recall database and API records. It is source-linked data infrastructure only, not product safety advice, legal advice, compliance certification, or consumer recall instruction.

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CSV /datasets/cpsc-recalls-sample.csv

recall_date,recall_id,product_name,category,hazard,remedy,units,manufacturer,source
2026-07-02,SAMPLE-CPSC-2026-001,Sample Cordless Vacuum,home appliances,fire and burn hazard,replacement battery,3660,Sample Appliance Co,CPSC Recalls
2026-07-02,SAMPLE-CPSC-2026-002,Example Baby Lounger,nursery products,entrapment and fall hazard,refund,237,Example Baby Goods,CPSC Recalls API
2026-06-25,SAMPLE-CPSC-2026-003,Demo E-Bike,e-bikes,crash hazard,stop use and dispose,12000,Demo Mobility,CPSC Recall Database

CSV Schema

The fields are intentionally simple so buyers can inspect the shape in spreadsheets, BI tools, and lightweight data pipelines.

recall_date
recall_id
product_name
category
hazard
remedy
units
manufacturer
source

Monetization Hypothesis

This sample tests dataset and report-style demand before we invest in ingestion, export automation, or marketplace onboarding.

CSV/report subscription for ecommerce, retail compliance, marketplace trust-safety, and inventory risk teams.
API subscription for product, manufacturer, category, hazard, and date watchlists.
Build only after tracked request, download, or exact-intent signals appear.

Public Sources

The full product would normalize public records into stable datasets and API endpoints only after validation gates are met.

CPSC Recalls and Product Safety Warnings
CPSC Recalls API
SaferProducts.gov recall web services