GeoVectors – a Linked Open Corpus of OpenStreetMap Embeddings

GeoVectors Embeddings

The dataset current version of GeoVectors (1.0) is derived from OpenStreetMap snapshots that were taken on November 10, 2020. The "Tags" datasets provide embeddings that capture the semantic similarities of OpenStreetMap entities. The "Location" datasets provide the geographic similarities.

We provide the GeoVectors datasets in region-specific partitions in the tables listed below.

Africa

RegionTags (DOI)Location (DOI)
Africa10.5281/zenodo.432088110.5281/zenodo.4956827

Antarctica

RegionTags (DOI)Location (DOI)
Antarctica10.5281/zenodo.432086910.5281/zenodo.4956951

Asia

RegionTags (DOI)Location (DOI)
Asia10.5281/zenodo.432089510.5281/zenodo.4956955
Japan10.5281/zenodo.432089510.5281/zenodo.4957846
Indonesia10.5281/zenodo.432089510.5281/zenodo.4957818

Australia-Oceania

RegionTags (DOI)Location (DOI)
Australia-oceania10.5281/zenodo.432096310.5281/zenodo.4957176

Central-America

RegionTags (DOI)Location (DOI)
Central-america10.5281/zenodo.432101010.5281/zenodo.4957278

Europe

RegionTags (DOI)Location (DOI)
Europe-east10.5281/zenodo.432101210.5281/zenodo.4957475
Europe-west10.5281/zenodo.432109910.5281/zenodo.4957583
France10.5281/zenodo.432115310.5281/zenodo.4957689
Germany-nodes-relations10.5281/zenodo.432140610.5281/zenodo.4957746
Germany-ways10.5281/zenodo.432142010.5281/zenodo.4957746
Great-britain10.5281/zenodo.432117510.5281/zenodo.4957805
Italy10.5281/zenodo.432120610.5281/zenodo.4957840
Netherlands10.5281/zenodo.432125210.5281/zenodo.4957583
Poland10.5281/zenodo.432126710.5281/zenodo.4957475
Russia10.5281/zenodo.432135810.5281/zenodo.4957903

North-America

RegionTags (DOI)Location (DOI)
North-america10.5281/zenodo.432144910.5281/zenodo.4957873
Us-other10.5281/zenodo.432176210.5281/zenodo.4957931
Us-south10.5281/zenodo.432164110.5281/zenodo.4957968
Us-west10.5281/zenodo.432170810.5281/zenodo.4957931

South-America

RegionTags (DOI)Location (DOI)
South-america10.5281/zenodo.432163510.5281/zenodo.4957911