158158 font-size : 14px ;
159159 }
160160
161- .conf-table th , .conf-table td {
161+ .conf-table th ,
162+ .conf-table td {
162163 padding : 8px 12px ;
163164 }
164165
@@ -336,7 +337,7 @@ <h2>The Conflation Process</h2>
336337 </ p >
337338 < p >
338339 < strong > Taxonomy normalization:</ strong > Each source uses its own
339- category system. OpenPOIs maps all three to a shared set of ~50 labels
340+ category system. OpenPOIs maps all three to a shared set of ~100 labels
340341 (e.g., Cafe, Bank, Pharmacy) using manually curated crosswalks. This
341342 shared taxonomy is used both for filtering in the web map and to set
342343 per-category match distances. See the full
@@ -365,25 +366,35 @@ <h2>The Conflation Process</h2>
365366 </ thead >
366367 < tbody >
367368 < tr >
368- < td > < div class ="conf-swatch " style ="background:#d73027; "> </ div > </ td >
369+ < td >
370+ < div class ="conf-swatch " style ="background:#d73027; "> </ div >
371+ </ td >
369372 < td > Low</ td >
370373 < td > < 30%</ td >
371374 < td > Typically included in a single data source with low confidence</ td >
372375 </ tr >
373376 < tr >
374- < td > < div class ="conf-swatch " style ="background:#fee08b; "> </ div > </ td >
377+ < td >
378+ < div class ="conf-swatch " style ="background:#fee08b; "> </ div >
379+ </ td >
375380 < td > Medium</ td >
376381 < td > 30% – 70%</ td >
377- < td > Typically included in multiple data sources with low confidence, or a single data source with medium-high confidence</ td >
382+ < td > Typically included in multiple data sources with low confidence, or a single data source with medium-high
383+ confidence</ td >
378384 </ tr >
379385 < tr >
380- < td > < div class ="conf-swatch " style ="background:#a8c176; "> </ div > </ td >
386+ < td >
387+ < div class ="conf-swatch " style ="background:#a8c176; "> </ div >
388+ </ td >
381389 < td > High</ td >
382390 < td > 70% – 90%</ td >
383- < td > Typically included in multiple data sources with medium confidence, or a single data source with high confidence</ td >
391+ < td > Typically included in multiple data sources with medium confidence, or a single data source with high
392+ confidence</ td >
384393 </ tr >
385394 < tr >
386- < td > < div class ="conf-swatch " style ="background:#1a9850; "> </ div > </ td >
395+ < td >
396+ < div class ="conf-swatch " style ="background:#1a9850; "> </ div >
397+ </ td >
387398 < td > Very high</ td >
388399 < td > > 90%</ td >
389400 < td > Typically included in multiple data sources with high confidence</ td >
@@ -393,20 +404,22 @@ <h2>The Conflation Process</h2>
393404
394405 < h2 > Data Access & Licensing</ h2 >
395406 < p >
396- OpenStreetMap data is distributed under the
397- < a href ="https://opendatacommons.org/licenses/odbl/ " target ="_blank " rel ="noopener noreferrer ">
398- Open Database License (ODbL)</ a > .
399- Because the conflated dataset incorporates OpenStreetMap, the combination
400- is also covered by ODbL. You are free to copy, distribute, and use the
401- data, provided that you attribute OpenStreetMap contributors and share
402- any derivative databases under the same license.
407+ The raw snapshot and conflated Parquet files are publicly hosted on
408+ < a href ="https://source.coop/henryspatialanalysis/openpois " target ="_blank " rel ="noopener noreferrer "> Source
409+ Cooperative</ a > and can be queried directly with pyarrow, DuckDB, or any tool that reads HTTPS Parquet.
403410 </ p >
404411 < p >
405- The raw snapshot and conflated Parquet files are publicly hosted on
406- < a href ="https://source.coop/henryspatialanalysis/openpois " target ="_blank "
407- rel ="noopener noreferrer "> Source Cooperative</ a > and can be queried
408- directly with pyarrow, DuckDB, or any tool that reads HTTPS Parquet.
412+ The OpenPOIs dataset is released under the < a href ="https://opendatacommons.org/licenses/odbl/ "> Open Database
413+ License (ODbL)</ a > . Any public use must credit OpenStreetMap contributors, the Overture Maps Foundation,
414+ and OpenPOIs. Any derivative database must be shared under the same license.
415+ </ p >
416+ < p >
417+ See the < a href ="https://www.openstreetmap.org/copyright "> OpenStreetMap copyright</ a >
418+ and < a href ="https://docs.overturemaps.org/attribution/ "> Overture Maps attribution</ a >
419+ pages for more details about upstream attribution requirements.
420+ </ p >
409421 </ p >
422+
410423 < h2 > Python API Documentation</ h2 >
411424 < p >
412425 The < code > openpois</ code > Python package provides modules for
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