Restaurant inspection records are buried in separate local portals
You need inspected establishments by place, result, cuisine or date. Each health department publishes its own records, and the same-looking grade can mean something different from one jurisdiction to the next.
Preview restaurant inspection records See the restaurant inspection dataset
What is happening
Practitioners have built their own multi-city inspection databases because public records sit in different government portals. They describe the source systems as inconsistent and the work of standardizing access as the obstacle.
The official datasets are useful within their jurisdictions. For example, New York City publishes restaurant inspections, violations, scores and grades through its own open-data portal. Chicago, New York State and Austin publish different result systems through separate sources.
What it disrupts
- A cross-city list begins with separate downloads, APIs and field dictionaries.
- NYC letters, Chicago outcomes, Austin results and New York State violation language cannot be treated as one universal grade.
- Multiple inspections and establishment changes create duplicate-looking rows that need dates and identifiers, not a blind merge.
Why it happens
- Restaurant inspection programs are run and published by local or state health authorities.
- Each authority has its own grading vocabulary, inspection workflow and record history.
- Open-data publication provides access, but it does not create a national table or a valid cross-jurisdiction scoring method.
Checks to make now
- Confirm that New York City, Chicago, New York State and Austin cover the jurisdictions you need.
- Filter and interpret results within their source system. Do not rank establishments across cities as if A, Pass and no critical violations were equivalent.
- Keep the inspection date and source with every result, and check the current local record before making a consumer, compliance or contracting decision.
Where DataScoop fits
DataScoop maps establishment name, facility type, source, location, inspection date, published result, score and identifiers onto one table. The current catalog contains 58,898 records and was last imported on 2026-08-24.
Filter by source, result, facility or cuisine text, city, ZIP, business name or inspection date. Preview 25 rows free, then download the matching CSV for £4.99 or use the same schema through the API and MCP.
Where it fits, and where it does not
Good fit
- Researchers, journalists, suppliers and developers who need dated establishment-level inspection records from the four covered sources.
- Source-specific result queries and cross-source collection where the original grading vocabularies remain distinct.
Not the right fit
- A complete national inspection database, a universal restaurant grade, live alerts or a deduplicated restaurant identity graph.
- Personal inspector, proprietor or owner contact data, or a substitute for the latest local health-department record.
Proof and boundaries
Coverage is limited to four named sources. Result values are stored as published and are not converted into a universal score.
A row is an inspection record, not necessarily one unique current restaurant. Establishments can have multiple inspections, ownership changes and source identifiers.
Inspection results are dated and may have changed. DataScoop's import date and the row's inspection date answer different freshness questions.
There is no customer outcome claim yet. The proof is the explicit source coverage, common field schema, retained result vocabulary, free preview and official attribution.
Questions people ask
Which inspection sources are included?
New York City, Chicago, New York State and Austin. Other cities and states are not currently included.
Are grades comparable across the four sources?
No. DataScoop keeps each source's published result or grade. It does not convert different inspection systems into one universal score.
Is each row one current restaurant?
Not necessarily. Inspection datasets contain dated events, so one establishment can have several rows. Use the source identifier, address and inspection date when analyzing history.
Can I use the data for a current safety decision?
Treat it as dated public-record research and verify the latest record with the relevant health authority before making a current decision.
Does it include proprietor or inspector contacts?
No. DataScoop serves establishment-level public records and excludes personal contact details.
Get the inspection records into one workable table
Choose a source, result, area or date and inspect 25 rows while keeping each jurisdiction's grading system honest.
Preview restaurant inspection records