NoeFlandre/schema-dot-org

Geolocated text from the Web Data Commons schema.org GeoCoordinates subset

12,427,530 geolocated text records, extracted from the class-specific GeoCoordinates subset of the Web Data Commons schema.org data set series (release 2024-12). Each record pairs one coordinate pair published on a web page with the text published next to it on that same page.

Each source stream is deduplicated by host-local runs: a coordinate-and-name pair is kept once per contiguous host run. A host returning in a later part may contribute another copy. Coordinates are kept exactly as published, including 0/0 and whole-degree values, so quality filtering stays the consumer's choice.

Dataset statistics

statistic	value
Published records	12,427,530
Contiguous page runs represented	7,504,241
Hosts represented	574,903
Records with text	11,318,310
Words in name, description, and address	345,826,293
Characters in name, description, and address	2,265,191,932
Records with a schema.org type	12,336,121
Distinct schema.org type labels	2,093
Input records before host-local deduplication	51,654,798
Input distinct host-local locations	12,427,530

Where the records are

Every record in this dataset, counted into quarter-degree cells and shaded on a logarithmic scale, in an equirectangular projection. No coastline is drawn: the outlines are the data, and the empty regions are as much a property of this corpus as the dense ones.

Type distribution

Counts are type assignments: records carrying multiple types contribute to multiple bars. The plot shows the 40 most frequent labels and groups the rest as Other.

Fields

field	type	meaning
page_url	string	page the statements were extracted from
host	string	host of page_url, lowercased
latitude	float	degrees north, in [-90, 90]
longitude	float	degrees east, in [-180, 180]
types	list of string	schema.org types of the located entity
name	string or null	schema:name of the located entity
description	string or null	schema:description of the located entity
address	string or null	schema:address, flattened when a PostalAddress is linked
text_properties	list of string	every schema.org property of the entity carrying a literal
languages	list of string	language tags on the text that was kept

Provenance

Extracted with wdcgeo. The markup is published by the crawled sites and collected by the Web Data Commons project, which distributes the extraction under the terms stated on https://webdatacommons.org/structureddata/. The input was read from 238 source part(s). profile.json reports aggregate statistics before deduplication; stats.json describes the published records after deduplication.