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Update with latest POI counts for Overture and OSM.
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@@ -310,18 +310,16 @@ <h2>Data Sources</h2>
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<div class="source-grid">
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<div class="source-card">
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<h3>OpenStreetMap</h3>
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<div class="count">~7.8M</div>
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<div class="count">~8.7M</div>
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<p>
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US POIs from the Geofabrik extract, filtered to amenity, shop,
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leisure, and healthcare tags.
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US POIs from OpenStreetMap, filtered to relevant tags.
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</p>
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</div>
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<div class="source-card">
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<h3>Overture Maps</h3>
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<div class="count">~7.2M</div>
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<div class="count">~13.1M</div>
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<p>
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Places from the Overture Maps Foundation dataset, queried directly
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from their public S3 bucket via DuckDB.
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Places from the Overture Maps Foundation dataset.
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</p>
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</div>
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</div>
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<h2>The Conflation Process</h2>
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<p>
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Conflation matches POIs across the three sources into a single unified
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Conflation matches POIs across both sources into a single unified
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record. The process works as follows:
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</p>
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<p>
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<strong>Taxonomy normalization:</strong> Each source uses its own
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category system. OpenPOIs maps all three to a shared set of ~100 labels
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category system. OpenPOIs maps both to a shared set of ~95 labels
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(e.g., Cafe, Bank, Pharmacy) using manually curated crosswalks. This
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shared taxonomy is used both for filtering in the web map and to set
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per-category match distances. See the full
@@ -418,7 +416,9 @@ <h2>Data Access &amp; Licensing</h2>
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and <a href="https://docs.overturemaps.org/attribution/">Overture Maps attribution</a>
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pages for more details about upstream attribution requirements.
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</p>
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</p>
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<a href="https://source.coop/henryspatialanalysis/openpois" target="_blank" rel="noopener noreferrer"
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class="docs-link">View data on Source Cooperative &rarr;</a>
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<h2>Python API Documentation</h2>
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<p>

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