21,384 rows from 68 collector runs

.gitattributes

@@ -58,3 +58,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 # Video files - compressed
 *.mp4 filter=lfs diff=lfs merge=lfs -text
 *.webm filter=lfs diff=lfs merge=lfs -text
+openfda-scraper.jsonl filter=lfs diff=lfs merge=lfs -text
+openfda-scraper.csv filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,93 @@
+---
+license: cc-by-4.0
+language:
+- en
+pretty_name: "openFDA Scraper"
+size_categories:
+- 10K<n<100K
+tags:
+- "reapx"
+- "web-scraping"
+- "open-data"
+- "openfda-scraper"
+- "openfda"
+- "drug"
+- "events"
+- "recalls"
+- "labels"
+- "devices"
+configs:
+- config_name: default
+  data_files:
+  - split: train
+    path: openfda-scraper.jsonl
+---
+
+# openFDA Scraper
+
+Scrape FDA drug adverse events, recalls, product labels, the NDC directory, device events, device recalls and 510(k) clearances from the public openFDA API. No key required, no browser.
+
+| | |
+| --- | --- |
+| Rows in this dataset | 21,384 |
+| Fields | 93 |
+| Collector runs behind it | 68 |
+| Most recent observation | 2026-08-03 |
+| Browsable presentation | [https://reapx.dev/data/openfda-scraper/](https://reapx.dev/data/openfda-scraper/) — 2,924 entity pages |
+| Run the collector yourself | [https://apify.com/reapx/openfda-scraper](https://apify.com/reapx/openfda-scraper) |
+
+## What this is
+
+Every row here was returned by a real run of a public collector. Nothing is generated from a
+template over a keyword list: a row exists because a run observed it.
+
+A browsable presentation of the subset that carries an addressable `documentId` is published as
+2,924 entity pages at [https://reapx.dev/data/openfda-scraper/](https://reapx.dev/data/openfda-scraper/), one page per entity. **This dataset is
+the larger of the two** — rows whose payload has no field that can address a page are here and
+are not published there.
+
+## Provenance
+
+Each row carries `_run_id` and `_dataset_id`, naming the collector run that produced it, so any
+row can be traced back to the run that observed it. Rows observed by more than one run are
+deduplicated on content; 1,743 duplicate observations were collapsed.
+
+## Files
+
+- `openfda-scraper.jsonl` — one JSON object per row, the canonical form
+- `openfda-scraper.csv` — the same rows flattened; nested values are JSON-encoded within their cell
+  so they round-trip
+- `dataset.json` — schema.org `Dataset` metadata
+
+## Loading it
+
+```python
+from datasets import load_dataset
+ds = load_dataset("reapxdev/openfda-scraper", split="train")
+```
+
+## A sample of the published entities
+
+- [007c1d2f-82db-4c52-a3c7-76e5ec91faa6](https://reapx.dev/data/openfda-scraper/007c1d2f-82db-4c52-a3c7-76e5ec91faa6/)
+- [2026-04-23](https://reapx.dev/data/openfda-scraper/2026-04-23/)
+- [572dff58-b79f-32cf-e063-6294a90a0066](https://reapx.dev/data/openfda-scraper/572dff58-b79f-32cf-e063-6294a90a0066/)
+- [579809cc-2da1-0ba6-e063-6294a90a2099](https://reapx.dev/data/openfda-scraper/579809cc-2da1-0ba6-e063-6294a90a2099/)
+- [57d23aed-a3f8-f92e-e063-6394a90add7d](https://reapx.dev/data/openfda-scraper/57d23aed-a3f8-f92e-e063-6394a90add7d/)
+- [ANDA040750](https://reapx.dev/data/openfda-scraper/anda040750/)
+- [ANDA214311](https://reapx.dev/data/openfda-scraper/anda214311/)
+- [Broncus Medical, Inc.](https://reapx.dev/data/openfda-scraper/broncus-medical-inc/)
+- [e816f474-0a0b-4437-a451-e1c6e24b6d1e](https://reapx.dev/data/openfda-scraper/e816f474-0a0b-4437-a451-e1c6e24b6d1e/)
+- [Intuitive Surgical, Inc.](https://reapx.dev/data/openfda-scraper/intuitive-surgical-inc/)
+- [Northridge](https://reapx.dev/data/openfda-scraper/northridge/)
+- [Signus Medinzintechnik GmbH](https://reapx.dev/data/openfda-scraper/signus-medinzintechnik-gmbh/)
+
+## Related
+
+- All sources: <https://reapx.dev/data/> · machine-readable index: <https://reapx.dev/llms.txt>
+- The collector is a public Apify Actor; agents reach it through <https://mcp.apify.com>
+
+## Licence
+
+Collected from public sources. This metadata and the published pages are
+[CC BY 4.0](https://creativecommons.org/licenses/by/4.0/); the underlying records remain under
+the terms of their originating source.

dataset.json

@@ -0,0 +1,27 @@
+{
+ "@context": "https://schema.org",
+ "@type": "Dataset",
+ "@id": "https://reapx.dev/data/openfda-scraper/",
+ "name": "openFDA Scraper \u2014 Drug Events, Recalls, Labels & Devices",
+ "description": "Scrape FDA drug adverse events, recalls, product labels, the NDC directory, device events, device recalls and 510(k) clearances from the public openFDA API. No key required, no browser.",
+ "url": "https://reapx.dev/data/openfda-scraper/",
+ "identifier": "openfda-scraper",
+ "license": "https://creativecommons.org/licenses/by/4.0/",
+ "creator": {
+  "@type": "Organization",
+  "name": "reapx",
+  "url": "https://reapx.dev"
+ },
+ "isAccessibleForFree": true,
+ "dateModified": "2026-08-03",
+ "variableMeasured": "documentId",
+ "distribution": [
+  {
+   "@type": "DataDownload",
+   "encodingFormat": "text/html",
+   "contentUrl": "https://reapx.dev/data/openfda-scraper/"
+  }
+ ],
+ "measurementTechnique": "Apify Actor reapx/openfda-scraper",
+ "sameAs": "https://apify.com/reapx/openfda-scraper"
+}

openfda-scraper.csv

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+oid sha256:3c88f28706846dd35e77cc5f5fab1d735123a5318dca52443a4c8be73ee8bd1c
+size 19004075

openfda-scraper.jsonl

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+oid sha256:5cbd7c6baa653d3b93ac5cfa3a83c4a74bd9e97284f74692f51cdb7def504fc8
+size 24703988