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GeoJSON — Points Exactly at the Poles

Three points at exactly plus or minus 90 degrees latitude, two of which are the same physical place written with different longitudes. Web Mercator cannot represent either pole — latitude 90 projects to infinity — so this is the fixture that catches divide-by-zero and NaN in a reprojection path.

Preview — first 50 linesgeojson
{
  "type": "FeatureCollection",
  "features": [
    {
      "type": "Feature",
      "id": "pole-n0",
      "properties": {
        "name": "North pole, longitude 0",
        "pole": "north"
      },
      "geometry": {
        "type": "Point",
        "coordinates": [
          0.0,
          90.0
        ]
      }
    },
    {
      "type": "Feature",
      "id": "pole-n45",
      "properties": {
        "name": "North pole, longitude -45",
        "pole": "north",
        "note": "same physical point as the previous feature"
      },
      "geometry": {
        "type": "Point",
        "coordinates": [
          -45.0,
          90.0
        ]
      }
    },
    {
      "type": "Feature",
      "id": "pole-s",
      "properties": {
        "name": "South pole",
        "pole": "south"
      },
      "geometry": {
        "type": "Point",
        "coordinates": [
          0.0,
          -90.0
        ]
      }
    }
  ]
52 lines total — download for the full file.

Specifications

Format
GeoJSON (RFC 7946)
Crs
WGS 84 (EPSG:4326)
Coordinate Order
longitude, latitude
Encoding
UTF-8
Line Endings
LF
Features
3
Latitudes
90, 90, -90
Duplicate Physical Points
2
Note
longitude is undefined at a pole
Valid
true

Testing contract

Expected to pass
Scenario
Reproject the collection to Web Mercator (EPSG:3857).
Expected result
The transform either clamps to the documented 85.0511-degree limit or reports an explicit domain error; it never emits NaN or Infinity coordinates.

What is a .geojson file?

GeoJSON is a JSON-based format for encoding geographic data structures such as points, lines, and polygons, along with their properties. It uses WGS84 longitude-latitude coordinates and standard feature and feature-collection objects. It is a common interchange format for web mapping and GIS.

How to use this file

Use an example GeoJSON file to test geometry parsing, coordinate handling, and mapping libraries or GIS pipelines that render or analyze spatial features.

How to use this file for testing

“GeoJSON — Points Exactly at the Poles” is a deterministic Novus Examples fixture for Geospatial, Error handling, Conversion testing. GeoJSON, GPX, and KML files with points, lines, polygons, and tracks — for testing map tools, route parsers, and geo importers.

Documented properties for this file: UTF-8 · LF · GeoJSON (RFC 7946). Compare results against paired or grouped companions on this page when present (clean↔damaged, searchable↔scanned, or format twins) so scores stay reproducible across runs.

Download the file once, keep the path stable in CI or local scripts, and treat the spec table as the contract: dimensions, seeds, field lists, and roles are intentional. Corrupt or invalid samples are labelled as such — expect parsers to fail loudly rather than silently accept them.

Geospatial fixtures publish one invented territory across formats, with the coordinate reference system and feature counts documented in specs. Convert or reproject and diff against the twin in the same group; edge-case geometries state exactly which assumption they are built to break.

Code examples

import geopandas as gpd

gdf = gpd.read_file("pole-points.geojson")
print(gdf.head())
print(gdf.crs)

Generated by generation/geospatial.py. Free for any use, no attribution required — license.