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Data shipped with the example notebooks

This directory holds small, public-domain or near-public-domain reference datasets that the bundled Jupyter and Zeppelin notebooks read from. The notebooks reach these files via paths like data/<name> and the docker image copies them to /opt/workspace/examples/data/.

The list below covers data referenced by notebooks at the root of docs/usecases/ (the ones that ship in the docker image). Older files that survive only for legacy/ notebooks are included for completeness; if you find an entry inaccurate please open a PR — provenance was reconstructed from public sources at audit time.

Datasets

ne_50m_admin_0_countries_lakes/

  • What: World country boundaries with internal-lake clipping at 1:50 m scale.
  • Source: Natural Earth — Admin 0 – Countries (download → ne_50m_admin_0_countries_lakes.shp).
  • License: Public domain. Per the Natural Earth terms of use: "All versions of Natural Earth raster + vector map data found on this website are in the public domain. You may use the maps in any manner."
  • CRS: EPSG:4326 (WGS 84, lon/lat).
  • Used by: 00-quickstart.ipynb, several legacy/ notebooks.

ne_50m_airports/

  • What: World airport point dataset at 1:50 m scale, 891 features.
  • Source: Natural Earth — equivalent 50 m export.
  • License: Public domain (same Natural Earth terms as above).
  • CRS: EPSG:4326 (WGS 84, lon/lat).
  • Used by: 00-quickstart.ipynb, several legacy/ notebooks.

nyc_taxi_zones/

  • What: New York City TLC taxi-zone polygons. 263 zones with LocationID, zone, borough attributes; the LocationID column joins to PULocationID / DOLocationID columns in the TLC trip-record parquet files.
  • Source: NYC TLC public reference data, distributed by the TLC at https://d37ci6vzurychx.cloudfront.net/misc/taxi_zones.zip (linked from the TLC trip record data page).
  • License: NYC government open data — published by the NYC Taxi & Limousine Commission for free public use. The TLC releases this dataset alongside the trip-record archive without a separate license file; the NYC Open Data Terms of Use and the city's general terms of use apply: free use including commercial, no warranty, attribution to NYC TLC requested when redistributed.
  • Attribution: NYC Taxi & Limousine Commission.
  • CRS: EPSG:2263 (NAD83 / New York Long Island State Plane, US-feet). The notebook reprojects to EPSG:4326 with ST_Transform.
  • Used by: 01-mobility-pulse.ipynb.

gis_osm_pois_free_1.*

  • What: OpenStreetMap point-of-interest extract for a subregion of western Poland (bbox 14.5–16.4 °E, 51.3–53.1 °N), shapefile bundle.
  • Source: Geofabrik OSM extracts (https://download.geofabrik.de/), gis_osm_pois_free_1 layer; specific country/region not recorded at audit time.
  • License: Open Database License (ODbL) 1.0, inherited from OpenStreetMap. Attribution: "© OpenStreetMap contributors". Redistributions of derived works must remain ODbL.
  • CRS: EPSG:4326 (WGS 84, lon/lat).
  • Used by: legacy/ApacheSedonaSQL.ipynb. Not referenced by any currently shipped (root-level) notebook.

raster/

  • What: Small GeoTIFF samples used by the legacy raster notebook.
  • Source: Provided with the original Sedona notebooks in PR #1336. Not redistributed from a single upstream source; treated as test fixtures.
  • License: Inherits Apache 2.0 from the project source tree.
  • Used by: legacy/ApacheSedonaRaster.ipynb.

polygon/, testpoint.csv, testPolygon.json, county_small.tsv, county_small_wkb.tsv, arealm-small.csv, primaryroads-linestring.csv, primaryroads-polygon.csv, zcta510-small.csv

  • What: Small synthetic or US-Census-derived test fixtures used by the legacy SQL/RDD notebooks.
  • Source: Provided with the original Sedona notebooks in PR #1336. Census-derived files (ZCTA, county, primary roads) descend from US Census TIGER/Line products, which are in the public domain.
  • License: Treated as test fixtures shipped under the project's Apache 2.0; underlying TIGER/Line data is public domain.
  • Used by: various legacy/ notebooks. None of these are referenced by currently shipped (root-level) notebooks.

Adding new data

When adding a new dataset to this directory, add an entry above with:

  • What — one-line description of the data
  • Source — exact URL or path the file was downloaded from
  • License — the upstream license, with a link
  • Attribution — required attribution text, if any
  • CRS — coordinate reference system (helpful for shipped vector files)
  • Used by — which notebook(s) reference it

Prefer public-domain, CC0, or other Apache-2.0-compatible licenses. ODbL or share-alike sources require explicit Attribution and downstream-license notes. If the dataset is large or its license is unclear, fetch it at runtime from the upstream URL instead of redistributing.