Referential Choice between Common Place Nouns and Place Names in Property Listings

Annotated data from a manuscript analyzing the choice between common place nouns and place names for urban place types in property listings from a spatial accessibility perspective. The dataset is 13.1 MB, authored by Mahdi Shakhesi, and was last updated on 2026-05-21. The repository includes data files and processing scripts.

Use Cases

• Analyze referential choice patterns in urban property listings based on annotated text data.
• Conduct spatial analysis of language use from an accessibility perspective based on geospatial outputs mentioned in the description.
• Train or evaluate NLP models for place name and common noun recognition in real estate text.
• Study the relationship between urban place types and linguistic description in property listings.

Strengths

• Dataset is 13.1 MB, indicating a specific, focused scope.
• Includes annotated data files and processing scripts for reproducibility.
• Released under a CC-BY-4.0 license, allowing for open use and sharing.

Limitations

• Row count is unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.
• Description metadata is limited; actual data quality requires manual inspection after download.

Provenance

Source

figshare

Collection Method

Data and code used in an academic manuscript, likely manually annotated.

Freshness

Last updated 2026-05-21 08:43:37; freshness should be verified.