Mapping Great Britain's Semantic Footprints through a Large Language Model Analysis of Reddit Comments

This repository contains the data used for the research article: <b>Mapping Great Britain's Semantic Footprints through a Large Language Model Analysis of Reddit Comments</b><code>places.parquet</code>: Geoparsed Reddit comments used to build semantic footprints<code>place_regions.parquet</code>: Geoparsed Reddit comments with UK government geographies<code>lad_embeddings.parquet</code>: Embeddings derived from comments mentioning places, aggregated by LAD<code>region_embeddings.parquet</code>: Embeddings derived from comments mentioning places, aggregated by RGN<code>places_zero_shot.parquet</code>: Zero shot analysis of comments associated by places, generating national identity labels.