A unified, open dataset for points of interest across the United States. Built from OpenStreetMap and
Overture Maps, with per-POI confidence scores
produced by the OpenPOIs turnover model.
Each refresh writes a new versioned folder. Inside every version:
1<YYYY-MM-DD-vN>/
2├── README.md # version metadata (OSM date, Overture release, model)
3├── osm-parquet/ # OSM-only snapshot, hive-partitioned by primary_tag
4├── osm-pmtiles/osm.pmtiles # OSM snapshot as a single PMTiles archive
5├── conflated-parquet/ # OSM × Overture conflated snapshot, hive-partitioned by shared_label
6└── conflated-pmtiles/conflated.pmtiles
1<YYYY-MM-DD-vN>/
2├── README.md # version metadata (OSM date, Overture release, model)
3├── osm-parquet/ # OSM-only snapshot, hive-partitioned by primary_tag
4├── osm-pmtiles/osm.pmtiles # OSM snapshot as a single PMTiles archive
5├── conflated-parquet/ # OSM × Overture conflated snapshot, hive-partitioned by shared_label
6└── conflated-pmtiles/conflated.pmtiles
latest/ is a server-side mirror of the most recently published version —
use it for live demos and tutorials, and pin a dated folder
(e.g. 2026-04-23-v0/) when you need a stable, reproducible reference.
5VERSION = "latest" # or pin a specific dated folder, e.g. "2026-04-23-v0"
6
7fs = pafs.S3FileSystem(anonymous = True, region = "us-west-2")
8# conflated-parquet is hive-partitioned by shared_label.
9gdf
Browser / vector-tile map
The *-pmtiles/*.pmtiles archives can be loaded directly by any PMTiles
client (MapLibre + pmtiles://, OpenLayers + ol-pmtiles, etc.). See
site/ in the GitHub repo for a working example.
The snippet below is a self-contained HTML page that renders the conflated
PMTiles over MapLibre, coloured by the model's conf_mean. Save it as
openpois.html and open it in a browser — no build step, no server needed.
PMTiles are authored at zoom 14, so zoom in past z14 to see points.