README.md

metadata

license: odbl
language:
  - en
tags:
  - openstreetmap
  - wikidata
  - wikipedia
  - wikivoyage
  - polygons
  - geospatial
  - multilingual
configs:
  - config_name: polygons
    data_files:
      - split: polygons
        path: polygons/*.parquet
  - config_name: polygon_articles
    data_files:
      - split: polygon_articles
        path: polygon_articles/*.parquet
  - config_name: wikipedia_documents
    data_files:
      - split: wikipedia_documents
        path: wikipedia/documents/*.parquet
  - config_name: wikipedia_sections
    data_files:
      - split: wikipedia_sections
        path: wikipedia/sections/*.parquet
  - config_name: wikivoyage_documents
    data_files:
      - split: wikivoyage_documents
        path: wikivoyage/documents/*.parquet
  - config_name: wikivoyage_sections
    data_files:
      - split: wikivoyage_sections
        path: wikivoyage/sections/*.parquet
  - config_name: wikidata_facts
    data_files:
      - split: wikidata_facts
        path: wikidata/facts/*.parquet
dataset_info:
  polygon_count: 1184110
  unique_wikidata_count: 1119223
  article_count: 2273750

NoeFlandre/osm-polygon-wikidata-only

Blog post: How to describe a place on Earth with Wikidata.

OSM polygons tagged with a wikidata=* reference, enriched with Wikipedia and Wikivoyage text across all available languages. The published tables are:

• polygons/<stem>.parquet — one row per polygon
• wikipedia/documents/<stem>.parquet — one row per unique Wikipedia article
• polygon_articles/<stem>.parquet — unified polygon-to-document many-to-many links for Wikipedia and Wikivoyage; project identifies the source and document_id references its document table
• wikipedia/sections/<stem>.parquet — section-level partitions of Wikipedia document text
• wikivoyage/documents/<stem>.parquet — full Wikivoyage documents associated with places through Wikidata
• wikivoyage/sections/<stem>.parquet — section-level partitions of Wikivoyage document text
• wikidata/facts/<stem>.parquet — structured Wikidata claims for polygon entities

Links are derived from the Wikidata identifiers shared by each OSM polygon and its Wikipedia or Wikivoyage documents.

Generated on 2026-08-02.

Maintained by Noé Flandre.

Source code: GitHub repository.

This Hugging Face dataset is V1, produced by the V1.0.0 GitHub code.

Trackio snapshot

View the dataset presentation for a visual overview of the published tables and geographic coverage.

The finished dataset is recorded in the single public Trackio run final-dataset-snapshot. It contains exactly three plots: a text-coverage funnel, the top ten Wikipedia languages plus Other languages, and dataset composition on a logarithmic scale. The run is a static snapshot with no pipeline timeline.

Snapshot metric	Value
Polygons	1,184,110
Wikipedia + Wikivoyage documents	2,288,170
Document words	801,528,334
Languages	351
Geographic regions	375

Small snapshot table	Value
Wikipedia polygon-document links	2,468,604
Polygon/link-table storage	9.9 GB
Total Parquet storage	19.2 GB

The funnel's language thresholds use the canonical Wikipedia polygon fields. Wikivoyage is included in the combined document, word, and dataset-composition totals.

Coverage

Polygons with Wikipedia or Wikivoyage text

Each point is a dataset polygon with at least one non-empty Wikipedia document or a non-empty Wikivoyage document sharing its Wikidata entity. A polygon is shown once even when several documents qualify.

All dataset polygons

Each point represents one dataset polygon carrying an OSM wikidata=* tag, whether or not corresponding Wikipedia or Wikivoyage text is available.

Geographic coverage

Wikipedia + Wikivoyage text density

Each H3 cell contains the raw number of polygons with non-empty Wikipedia or Wikivoyage text. A polygon is counted once even when both projects or several documents qualify. Colour uses a logarithmic purple-to-yellow scale; this is an absolute density count, not a proportion of all polygons.

Dataset snapshot

Metric	Value
Polygon rows across regional extracts	1,184,110
Unique Wikidata entities	1,119,223
Unique polygon identities (osm_type, osm_id)	1,157,841
Polygons with successful non-empty text (unique OSM identities)	650,663
Wikipedia polygon-document links	2,468,604
Wikipedia + Wikivoyage languages	351
Geographic regions	375
Polygon and link tables size	9.9 GB
Wikipedia documents	2,273,750
Wikipedia sections	11,997,165
Wikivoyage documents	14,420
Wikivoyage sections	302,200
Wikidata facts	3,901,092
Wikipedia + Wikivoyage document words	801,528,334
Total Parquet size	19.2 GB

Polygon rows retain regional copies. Identity metrics use one deterministic representative per (osm_type, osm_id); successful text additionally requires fetch_status=ok and trimmed non-empty full_text.

Wikipedia + Wikivoyage document words sums the full Wikipedia and Wikivoyage documents and excludes section rows because sections duplicate document text.

Polygon surface and geometry

Recomputed from every row of the published polygons/*.parquet table before each dataset-card publication: all 1,184,110 rows across 375 regional files, with no sampling and no other input. Areas are the table's own area_m2 values (WGS84 equirectangular approximation, holes subtracted); shape and extent figures are decoded from the geometry and bbox columns. The complete machine-readable report, including the per-source breakdown, is published as stats.json.

Surface (area_m2)	Value
Total surface	179,051,037,796,358.66 m2 (179,051,037.7964 km2)
Smallest	0.00 m2 (0.0000 km2)
1st percentile	19.72 m2 (0.0000 km2)
5th percentile	74.16 m2 (0.0001 km2)
25th percentile	279.72 m2 (0.0003 km2)
Median	1,357.58 m2 (0.0014 km2)
Mean	151,211,490.31 m2 (151.2115 km2)
75th percentile	25,686.48 m2 (0.0257 km2)
95th percentile	1,651,939.20 m2 (1.6519 km2)
99th percentile	84,290,034.95 m2 (84.2900 km2)
Largest	10,159,934,507,090.38 m2 (10,159,934.5071 km2)
Degenerate (area_m2 <= 0)	0 polygons
Below 1 m2	203 polygons
Missing area_m2	0 polygons

Geometry shape	Value
Polygon rows	0
MultiPolygon rows	1,184,110
Rows with holes	9,538
Undecodable geometry	0
Total rings	1,699,525
Total holes	169,758
Total vertices	154,750,715
Vertices per polygon (median / p95 / max)	13.0 / 166.0 / 1,896,985
Rings per polygon (median / p95 / max)	1.0 / 1.0 / 18,353
Components per polygon (median / p95 / max)	1.0 / 1.0 / 18,344

Extent	Value
Dataset bounding box	[-180.000000, -85.051129, 180.000000, 86.340269]
Bbox width in degrees (median / p95 / max)	0.000677 / 0.029185 / 360.000000
Bbox height in degrees (median / p95 / max)	0.000453 / 0.019231 / 46.234805
Bbox width in metres (median / p95 / max)	52.17 / 2,153.60 / 39,663,756.23
Bbox height in metres (median / p95 / max)	50.45 / 2,140.83 / 5,146,834.95
Bbox wider than 180 degrees	26 polygons
Bbox touching a pole	0 polygons
Undecodable bbox	0 polygons

Area bucket (log scale)	Polygons
non_positive	0
0_to_1_m2	203
1e0_to_1e1_m2	4,864
1e1_to_1e2_m2	82,428
1e2_to_1e3_m2	465,543
1e3_to_1e4_m2	236,631
1e4_to_1e5_m2	203,909
1e5_to_1e6_m2	115,436
1e6_to_1e7_m2	47,792
1e7_to_1e8_m2	16,439
1e8_to_1e9_m2	6,851
1e9_to_1e10_m2	2,945
1e10_to_1e11_m2	836
1e11_to_1e12_m2	203
ge_1e12_m2	30

Field definitions:

• Total surface: sum of area_m2 over every published polygon row. Overlapping polygons are summed independently, so this is the total polygon surface, not the distinct land area covered.
• Percentiles and medians interpolate linearly between the two closest ranks.
• Degenerate: rows whose recorded area_m2 is zero or negative. Below 1 m2 counts rows with a positive area smaller than one square metre.
• A vertex is one coordinate pair; each ring's repeated closing coordinate is counted once. A hole is an inner ring, and Components is the number of MultiPolygon members, which is 1 for every Polygon row.
• Metre spans convert the degree spans with the same equirectangular rule used for area_m2, evaluated at each bounding box's mean latitude.
• Bbox wider than 180 degrees is the antimeridian signature: the box spans more than half the globe because the polygon crosses longitude 180.
• Area buckets are half-open decade intervals [lower, upper) in square metres; the bucket list is identical in every report so two reports stay comparable.

Language distribution

Top 20 languages across Wikipedia and Wikivoyage documents:

Document counts include canonical rows from both projects. Polygon counts are unique (osm_type, osm_id) polygon identities per language and require successfully extracted (fetch_status=ok) trimmed non-empty full_text. Canonical links use the polygon_articles identity join; legacy Wikivoyage links use the shared Wikidata QID fallback.

Language	Documents	% of total	Polygons with successful non-empty text
en	223,301	10.1%	234,707
de	146,312	6.6%	154,089
fr	109,720	5.0%	117,333
ceb	105,479	4.8%	108,533
sv	74,518	3.4%	77,505
ru	73,228	3.3%	77,368
es	70,808	3.2%	76,479
it	65,927	3.0%	70,490
pl	65,685	3.0%	68,479
zh	59,285	2.7%	63,336
ja	54,072	2.5%	57,564
arz	53,882	2.4%	56,106
nl	52,953	2.4%	56,899
uk	50,059	2.3%	54,138
fa	38,840	1.8%	41,189
pt	36,022	1.6%	39,368
ce	32,849	1.5%	33,469
ca	32,520	1.5%	35,403
cs	28,497	1.3%	31,332
no	28,424	1.3%	31,186

Concentration:

• Top 1 language: 10.1% of all Wikipedia + Wikivoyage documents
• Top 5 languages: 29.9% of all Wikipedia + Wikivoyage documents
• Top 10 languages: 45.1% of all Wikipedia + Wikivoyage documents
• Top 20 languages: 63.6% of all Wikipedia + Wikivoyage documents

Long-tail:

• 351 language(s) total
• 5 language(s) appear in fewer than 5 Wikipedia + Wikivoyage documents
• 5 language(s) appear in fewer than 10 Wikipedia + Wikivoyage documents
• 4 language(s) appear in fewer than 5 polygons with successful non-empty text

Storage accounting

Core tables size and total storage size are additive:

Metric	Bytes	Human-readable
Polygon and link tables size	2,243,135,062	2.1 GB
Wikipedia, Wikivoyage, and Wikidata tables size	18,338,737,425	17.1 GB
Total Parquet size	20,581,872,487	19.2 GB

Wikipedia text corpus

Documents

Metric	Value
Document rows	2,273,750
Unique documents	2,192,426
Unique Wikidata entities	625,432
Languages	351
Non-empty text	2,273,693
Empty / null text	57
Characters	5,324,562,350
Words	783,679,126
Estimated tokens	1,330,287,296
Regions / files represented	375

Estimated tokens use a transparent approximation: characters // 4 per non-empty text row, with a minimum of one token per non-empty row.

Sections

Metric	Value
Section rows	11,997,165
Unique sections	11,549,631
Documents represented	2,189,484
Avg sections per represented document	5.48
Non-empty section rate	100.0%
Unique Wikidata entities	625,417
Languages	351
Non-empty text	11,997,165
Empty / null text	0
Characters	7,066,582,723
Words	1,108,894,757
Estimated tokens	1,762,125,212
Regions / files represented	375

Estimated tokens use a transparent approximation: characters // 4 per non-empty text row, with a minimum of one token per non-empty row.

Languages

Language	Documents	% of total
en	224,462	9.9%
de	149,091	6.6%
fr	112,223	4.9%
ceb	110,289	4.9%
sv	76,085	3.3%
ru	75,557	3.3%
es	72,538	3.2%
it	69,103	3.0%
pl	66,276	2.9%
zh	60,408	2.7%

Wikivoyage text corpus

Documents

Metric	Value
Document rows	14,420
Unique documents	14,137
Unique Wikidata entities	5,361
Languages	27
Non-empty text	14,417
Empty / null text	3
Characters	112,794,734
Words	17,849,208
Estimated tokens	28,193,232
Regions / files represented	375

Estimated tokens use a transparent approximation: characters // 4 per non-empty text row, with a minimum of one token per non-empty row.

Sections

Metric	Value
Section rows	302,200
Unique sections	296,934
Documents represented	14,135
Avg sections per represented document	21.38
Non-empty section rate	100.0%
Unique Wikidata entities	5,360
Languages	27
Non-empty text	302,200
Empty / null text	0
Characters	132,242,637
Words	21,741,293
Estimated tokens	32,946,346
Regions / files represented	375

Estimated tokens use a transparent approximation: characters // 4 per non-empty text row, with a minimum of one token per non-empty row.

Languages

Language	Documents	% of total
en	3,434	23.8%
de	1,898	13.2%
pl	1,315	9.1%
it	1,043	7.2%
fa	970	6.7%
fr	900	6.2%
zh	537	3.7%
ru	535	3.7%
es	513	3.6%
nl	509	3.5%

Wikidata facts

Metric	Value
Fact rows	3,901,092
Unique facts	3,836,531
Unique subjects	955,700
Distinct properties	8
Non-empty English property label	3,901,092
Non-empty English value label	3,535,905
With qualifiers	232,610
With references	1,756,783
Unreadable qualifier JSON	3,668,482
Unreadable references JSON	2,144,309
Regions / files represented	375

Value-type distribution:

Value type	Facts
wikibase-item	3,535,905
time	267,269
quantity	97,918

Top properties:

Property ID	English label	Facts
P31	instance of	1,166,284
P131	located in the administrative territorial entity	985,587
P17	country	984,654
P1435	heritage designation	336,569
P571	inception	267,269
P2044	elevation above sea level	97,918
P361	part of	60,996
P279	subclass of	1,815

English labels are requested where available; multilingual labels are preserved verbatim in the Parquet column property_labels.

Geographic distribution by continent

This table is recomputed from the finalized Parquet tables before each dataset-card publication. Each polygon's WGS84 centroid is spatially matched to the bundled Natural Earth 1:110m Admin-0 country boundaries, then assigned the country's continent. Because this is a coarse global reference, offshore points and centroids outside its country polygons remain Unassigned rather than being guessed.

Continent	Polygons	Wikipedia documents	Wikivoyage documents	Polygons with Wikipedia text	Polygons with Wikipedia or Wikivoyage text	Text coverage
Africa	11,289	55,254	550	8,309	8,309	73.6%
Antarctica	254	1,684	1	251	251	98.8%
Asia	117,610	387,567	1,811	94,924	94,945	80.7%
Europe	792,569	1,073,709	5,163	373,782	373,782	47.2%
North America	162,012	392,739	3,429	120,166	120,167	74.2%
Oceania	19,807	30,678	396	11,467	11,468	57.9%
South America	18,906	63,181	786	13,503	13,503	71.4%
Unassigned	61,663	193,785	2,007	43,824	43,826	71.1%

Metric definitions:

• Polygons: dataset polygons whose centroid is assigned to the continent. Every polygon appears in exactly one continent row, including Unassigned.
• Wikipedia documents: distinct non-empty Wikipedia documents connected to those polygons through polygon_articles. A document is counted once within a continent, but may appear in more than one continent when linked polygons span more than one continent.
• Wikivoyage documents: distinct non-empty Wikivoyage documents whose Wikidata entity is shared by a polygon in the continent. The same cross-continent counting rule applies.
• Polygons with Wikipedia text: polygons linked to at least one non-empty Wikipedia document.
• Polygons with Wikipedia or Wikivoyage text: polygons satisfying the Wikipedia condition or sharing a Wikidata entity with at least one non-empty Wikivoyage document. Each polygon is counted once.
• Text coverage: combined text-covered polygons / all dataset polygons in the continent row.

Schema

polygons

Column	Description
polygon_id	Deterministic ID: <source_pbf_stem>:<osm_type>:<osm_id>.
region	Geofabrik region slug parsed from the source PBF filename (e.g. monaco).
source_pbf	Source PBF filename (e.g. monaco-latest.osm.pbf).
osm_type	OSM element type: way or relation.
osm_id	OpenStreetMap numeric identifier of the element.
wikidata	Wikidata Q-id from the OSM wikidata=* tag.
name	Convenience: tags.name if present, empty string otherwise.
tags	Deterministic JSON object of all OSM tags except wikidata.
tag_keys	Deterministic JSON list of sorted OSM tag keys.
tag_count	Number of OSM tags (excluding wikidata).
osm_primary_tag	Best single tag for coarse analysis, e.g. landuse=forest.
centroid	Polygon centroid as a GeoJSON Point string ([lon, lat]).
lat	Centroid latitude in decimal degrees (WGS84).
lon	Centroid longitude in decimal degrees (WGS84).
bbox	Bounding box as JSON list [min_lon, min_lat, max_lon, max_lat].
geometry	Full polygon geometry as deterministic GeoJSON string in WGS84 lon/lat coordinates.
area_m2	Polygon area in square meters (WGS84 equirectangular approximation).
area_km2	Polygon area in square kilometers.
area_bucket	Human-readable size bucket (e.g. 1-10km2).
has_name	True if the polygon has a name tag.
has_wikidata	True if the polygon has a wikidata tag (always true by filter).
has_wikipedia	True if at least one linked Wikipedia article was fetched.
wikipedia_language_count	Number of Wikipedia languages for which articles were linked.
wikipedia_languages	Deterministic JSON list of language codes (e.g. ["en","fr"]).
wikipedia_article_count	Number of unique article revisions linked to this polygon.
has_english_wikipedia	True if en is among the available languages.
has_french_wikipedia	True if fr is among the available languages.
text_available	True if at least one linked article has non-empty full text.
best_language	Deterministic preferred language code (e.g. en).
extraction_version	Package version that produced the row.
extracted_at	ISO-8601 UTC timestamp at the moment the row was extracted.

wikipedia/documents

Column	Description
document_id	Deterministic document identifier (<wikidata>:<project>:<language>:<page_id>:<revision_id>).
article_id	Deterministic ID: <wikidata>:<language>:<page_id>:<revision_id>.
wikidata	Wikidata Q-id this article is linked to.
project	Wiki project name: always wikipedia for this table.
language	Wikipedia language code, e.g. en.
site	Wikidata sitelink site, e.g. enwiki.
title	Article title as returned by the Wikipedia API.
url	Canonical Wikipedia article URL.
page_id	MediaWiki page ID.
revision_id	Exact revision ID used for text extraction.
revision_timestamp	ISO-8601 timestamp of the revision.
retrieved_at	ISO-8601 UTC timestamp when this pipeline fetched the article.
wikidata_label	Best Wikidata label for the article's language, fallback English.
wikidata_description	Best Wikidata description for the article's language.
wikidata_aliases	Deterministic JSON list of Wikidata aliases.
lead_text	Lead section of the article, plain text.
extract	Short summary/extract if the API provided one.
full_text	Full cleaned article text, plain text.
full_text_format	Encoding of full_text; always plain_text.
article_length_chars	Length of full_text in characters.
article_length_words	Approximate whitespace-token count of full_text.
article_length_tokens_estimate	Rough token count: chars / 4.
thumbnail_url	Thumbnail URL only (no image bytes stored).
thumbnail_width	Thumbnail width in pixels, if known.
thumbnail_height	Thumbnail height in pixels, if known.
categories	Deterministic JSON list of category titles, or [].
license	License string, e.g. CC BY-SA.
attribution	Attribution string for the article.
source_api	Which API was queried: mediawiki_action_api / wikipedia_rest_api.
fetch_status	One of: ok, article_not_found, http_error, rate_limited, parse_error, empty_text.
fetch_error	Short diagnostic on failure, empty string on success.
content_hash	Stable SHA-256 of full_text for change tracking.

polygon_articles

Column	Description
polygon_id	FK to polygons polygon_id.
document_id	FK to the project documents table. Format: ::::.
project	Source project: wikipedia or wikivoyage.
wikidata	Wikidata QID (denormalized for fast filtering).
language	Document language code.
source_pbf	Source PBF filename (denormalized).
region	Geofabrik region slug (denormalized).
osm_type	OSM element type: way or relation.
osm_id	OSM numeric identifier.
page_id	MediaWiki page ID.
revision_id	MediaWiki revision ID.

wikivoyage/documents

Column	Description
document_id	Deterministic document identifier (<wikidata>:<project>:<language>:<page_id>:<revision_id>).
article_id	Stable article identifier referenced by polygon_articles/<stem>.parquet.
wikidata	Wikidata QID this document is linked to.
project	Wiki project name: wikipedia or wikivoyage.
language	Wikipedia or Wikivoyage language code (e.g. en).
site	Wikidata sitelink host, e.g. enwiki or enwikivoyage.
title	Page title as returned by the MediaWiki API.
url	Canonical URL of the page.
page_id	MediaWiki page ID (integer).
revision_id	MediaWiki revision ID used to fetch the page text (integer).
revision_timestamp	ISO-8601 timestamp of the revision.
retrieved_at	ISO-8601 UTC timestamp when the pipeline fetched the page.
full_text	Cleaned plain-text document body (Wikipedia articles or Wikivoyage pages).
full_text_format	Encoding of full_text; always plain_text.
article_length_chars	Length of full_text in characters.
article_length_words	Approximate whitespace-token count of full_text.
article_length_tokens_estimate	Rough token estimate: chars / 4.
license	License string (CC BY-SA for Wikipedia/Wikivoyage text).
attribution	Attribution string for the page.
source_api	Which API was queried: mediawiki_action_api or wikivoyage_rest_api.
fetch_status	One of: ok, page_not_found, http_error, rate_limited, parse_error, empty_text.
fetch_error	Short diagnostic on failure, empty string on success.
content_hash	Stable SHA-256 of full_text for change tracking.

wikipedia/sections and wikivoyage/sections

Column	Description
section_id	Deterministic SHA-256 over (document_id, section_index, anchor).
document_id	FK back to documents (Wikipedia or Wikivoyage).
article_id	FK back to the corresponding articles row.
wikidata	Wikidata QID (denormalized for fast filtering).
project	Wiki project name: wikipedia or wikivoyage.
language	Wikipedia or Wikivoyage language code.
site	Wikidata sitelink host.
page_id	MediaWiki page ID (integer).
revision_id	MediaWiki revision ID (integer).
section_index	Sequential position of the section inside the document (integer).
heading	Section heading, or empty string when the section is the lead.
anchor	Section anchor after MediaWiki parsing.
level	Heading level (1..6), or 0 for the lead section (integer).
parent_section_id	Section ID of the enclosing section, or empty string.
section_path	JSON array of ancestor section IDs, in order.
text	Plain-text section body.
text_length_chars	Length of text in characters (integer).
text_length_words	Approximate whitespace-token count of text (integer).
text_length_tokens_estimate	Rough token estimate: chars / 4 (integer).
content_hash	Stable SHA-256 of section.text.
license	License string for this section.
attribution	Attribution string for this section.

wikidata/facts

Column	Description
fact_id	Deterministic SHA-256 over (subject, property, value, ordinal).
wikidata	Wikidata QID the fact belongs to (the subject).
property_id	Property P-id (e.g. P17).
property_label_en	English label for the property, when available.
property_labels	Deterministic JSON object of property labels per language.
value_type	Wikidata value datatype: wikibase-entityid, string, quantity, time, ...
value_entity_id	Entity-valued object QID, when the value is a Wikidata entity.
value_label_en	English label for the value entity, when available.
value_labels	Deterministic JSON object of value labels per language.
value_text	Rendered text representation of the value.
numeric_value	Numeric amount for quantity-typed values, otherwise null.
unit_entity_id	Wikidata QID of the unit (e.g. Q11573 for metre).
rank	Wikidata rank: preferred, normal, or deprecated.
qualifiers	Deterministic JSON object of qualifier snaks, or {} when absent.
references	Deterministic JSON array of reference groups, or [] when absent.
retrieved_at	ISO-8601 UTC timestamp when the pipeline fetched the entity.
source_api	Which API was queried (always wikidata_action_api).

Language partitions

The V1 language release is an additive, row-level partition of the published text tables. Each source row is routed by its normalized language value; multilingual rows are not collapsed to a polygon-level preferred language. Missing, blank, malformed, and legacy-unusable values are preserved in the explicit lang-unknown partition.

Validated languages: 348 (including unknown).

Configuration	Split names	Remote path
polygon_articles_by_language	lang-<language> and lang-unknown	data/polygon_articles_by_language/lang-<language>-00000-of-00001.parquet
wikipedia_documents_by_language	lang-<language> and lang-unknown	data/wikipedia_documents_by_language/lang-<language>-00000-of-00001.parquet
wikipedia_sections_by_language	lang-<language> and lang-unknown	data/wikipedia_sections_by_language/lang-<language>-00000-of-00001.parquet
wikivoyage_documents_by_language	lang-<language> and lang-unknown	data/wikivoyage_documents_by_language/lang-<language>-00000-of-00001.parquet
wikivoyage_sections_by_language	lang-<language> and lang-unknown	data/wikivoyage_sections_by_language/lang-<language>-00000-of-00001.parquet

The release manifest records the source fingerprint, schema, row counts, and SHA-256 hash for every generated file.

Data sources & licenses

• OpenStreetMap polygons: (c) OpenStreetMap contributors, licensed under ODbL 1.0.
• Wikidata entity data: CC0 1.0.
• Wikipedia article text: licensed under CC BY-SA 4.0 by the respective Wikipedia editors; attributed inline per article.
• Wikivoyage text: licensed under CC BY-SA 4.0 by the respective Wikivoyage editors; attributed inline per document.
• Natural Earth Admin-0 geography: public-domain 1:110m reference data used only to assign centroid-based continent statistics and draw context maps.

How to load

from datasets import load_dataset
ds = load_dataset("parquet", data_files={
    "polygons": "hf://datasets/NoeFlandre/osm-polygon-wikidata-only/polygons/*.parquet",
})

Citation

If you use this dataset, please cite it. Download the dataset citation metadata from CITATION.cff.