@@ -310,18 +310,16 @@ <h2>Data Sources</h2>
310310 < div class ="source-grid ">
311311 < div class ="source-card ">
312312 < h3 > OpenStreetMap</ h3 >
313- < div class ="count "> ~7.8M </ div >
313+ < div class ="count "> ~8.7M </ div >
314314 < p >
315- US POIs from the Geofabrik extract, filtered to amenity, shop,
316- leisure, and healthcare tags.
315+ US POIs from OpenStreetMap, filtered to relevant tags.
317316 </ p >
318317 </ div >
319318 < div class ="source-card ">
320319 < h3 > Overture Maps</ h3 >
321- < div class ="count "> ~7.2M </ div >
320+ < div class ="count "> ~13.1M </ div >
322321 < p >
323- Places from the Overture Maps Foundation dataset, queried directly
324- from their public S3 bucket via DuckDB.
322+ Places from the Overture Maps Foundation dataset.
325323 </ p >
326324 </ div >
327325 </ div >
@@ -332,12 +330,12 @@ <h3>Overture Maps</h3>
332330
333331 < h2 > The Conflation Process</ h2 >
334332 < p >
335- Conflation matches POIs across the three sources into a single unified
333+ Conflation matches POIs across both sources into a single unified
336334 record. The process works as follows:
337335 </ p >
338336 < p >
339337 < strong > Taxonomy normalization:</ strong > Each source uses its own
340- category system. OpenPOIs maps all three to a shared set of ~100 labels
338+ category system. OpenPOIs maps both to a shared set of ~95 labels
341339 (e.g., Cafe, Bank, Pharmacy) using manually curated crosswalks. This
342340 shared taxonomy is used both for filtering in the web map and to set
343341 per-category match distances. See the full
@@ -418,7 +416,9 @@ <h2>Data Access & Licensing</h2>
418416 and < a href ="https://docs.overturemaps.org/attribution/ "> Overture Maps attribution</ a >
419417 pages for more details about upstream attribution requirements.
420418 </ p >
421- </ p >
419+ < a href ="https://source.coop/henryspatialanalysis/openpois " target ="_blank " rel ="noopener noreferrer "
420+ class ="docs-link "> View data on Source Cooperative →</ a >
421+
422422
423423 < h2 > Python API Documentation</ h2 >
424424 < p >
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