Methodology & Data Sources

Learn how we aggregate, normalize, and monitor global recall safety databases.

Aggregation Pipeline

The Recall File executes automated data collection routines that run at regular intervals to synchronize with international safety administrations. Each pipeline ingests raw feeds (APIs, scraping, or RSS indexes), normalizes the payloads into a standardized 8-field common schema, maps geographical region metadata, and classifies target products.

1

Ingestion

Scrapers pull updates from 13 global source APIs and registers.

2

Normalization

Translates disparate schemas into core standardized attributes.

3

Enrichment

Identifies risk severity, maps country boundaries, and indexes terms.

Data Sources & Statistics

We actively monitor and synchronize records across the following entities:

Country/RegionSource CatalogGovernment AgencyRecords Synced
United StatesFDA DrugsFood and Drug Administration400
United StatesFDA FoodFood and Drug Administration759
United StatesFDA DevicesFood and Drug Administration1,569
United StatesCPSC RecallsConsumer Product Safety Commission9,891
United StatesNHTSA VehicleNational Highway Traffic Safety Administration2,548
United StatesUSDA FSISFood Safety and Inspection Service1,222
United KingdomUK FSAFood Standards Agency1,339
CanadaHealth CanadaHealth Canada / CFIA / Transport Canada33,828
FranceRappelConsoMinistère de l'Économie18,051
GermanyBVL AlertsBundesamt für Verbraucherschutz273
AustraliaFSANZ FoodFood Standards Australia New Zealand228
AustraliaProduct Safety AUAustralian Competition & Consumer Commission1,999
Total Aggregated Records72,107

Standardized Schema & Data Attributes

Different regulatory bodies publish safety alerts in highly variable payloads. For instance, the FDA uses specialized JSON fields for drug distribution patterns, while the CPSC emphasizes consumer hazard statements. To make these records searchable side-by-side, The Recall File maps and transforms all incoming records into our uniform 8-field database schema:

1. Unified ID Mapping

A unique cryptographic hash generated from the source identifier (e.g., FDA Recall Number or CPSC ID) to prevent record duplicates and maintain referential integrity.

2. Categorization Engine

Incoming feeds are programmatically classified into four main taxonomy branches: food, vehicles, drugs, or devices based on key term frequency and agency source.

3. Descriptive Title Cleaning

Normalizes all-caps text, decodes HTML entities, and formats brand/product labels for clear readability in search engine snippets and social cards.

4. Recalling Firm Extraction

Isolates the legal manufacturer, importer, distributor, or private labeler initiating the safety campaign to enable accurate brand-based search queries.

Methodology & Data Integrity FAQs

How often does The Recall File database update?

Our background crawler processes run incremental updates every 6 to 12 hours depending on the source. We poll RSS feeds, Socrata datasets, and government portals to fetch the newest entries. If a connection fails or is rate-limited, our system retries exponentially to ensure no alerts are lost.

How are foreign-language recalls translated and parsed?

For international alerts, such as France's RappelConso, we preserve the original localized language text (like French descriptions) and map standardized metadata fields including date, classification, and status. This ensures accuracy and allows localized searches.

Can I request corrections or update a recall status?

Because we mirror official government documents, all records must match the regulatory publication. If a manufacturer updates their remedy or an agency issues an amendment, our database automatically updates the record on the next synchronization pass.

Important Disclaimer

The Recall File is an independent aggregator and is not affiliated with, authorized, or endorsed by any government safety agency or manufacturer. While we strive to keep all information current and accurate, delays in scraping, API outages, or parsing errors may occur. Always consult the official government publication linked in the recall details page for legally binding notices and actions.