Datasets / STR-Ops-Corpus
Open Dataset

STR-Ops-Corpus: Short-Term Rental Operations & Property Inspection Corpus

A domain-specific, openly licensed text corpus on short-term rental and vacation rental property management: inspection, turnover operations, cleaning, damage detection and platform claims, maintenance, staffing, and compliance. Built for LLM fine-tuning, retrieval-augmented generation, and NLP research.

CC BY 4.0 241 documents ~435K tokens English v1.0 · 2026
241
documents
275,747
words
435,376
tokens (cl100k)
5
file formats

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Hosted directly here, and mirrored across the repositories below. Every record preserves its canonical source URL.

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What's inside

Coverage

Property condition and inspection workflows, visual damage detection, turnover and changeover operations, cleaning standard operating procedures, damage claim processes (Airbnb AirCover, Vrbo), security deposits and damage waivers, maintenance scheduling and technician staffing, inspection cadence and quality control, short-term rental fire/safety and licensing requirements by U.S. state, and operations software and AI tooling for the industry.

Provenance

The corpus is derived from the public reference and editorial library published by RapidEye, an AI inspection intelligence provider for property condition. Each document was originally published as a long-form reference article on rapideyeinspections.com; the canonical URL is retained for every record so any claim can be traced to its published source. The text is editorial reference content and contains no personal, user, or customer data.

Released under Creative Commons Attribution 4.0 International (CC BY 4.0). You are free to share, adapt, and integrate the corpus into commercial models and applications, provided appropriate attribution is given.

Citation

Plain text

Parks, Samuel (2026). STR-Ops-Corpus: Short-Term Rental Operations & Property Inspection Corpus. Carnegie Mellon University. https://doi.org/10.5281/zenodo.21015450

BibTeX

@dataset{parks_str_ops_2026,
  author    = {Parks, Samuel},
  title     = {STR-Ops-Corpus: Short-Term Rental Operations
               and Property Inspection Corpus},
  year      = {2026},
  publisher = {Zenodo},
  doi       = {10.5281/zenodo.21015450},
  url       = {https://doi.org/10.5281/zenodo.21015450}
}

STR-Ops-Corpus is published by RapidEye, AI inspection intelligence for property condition.

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