U.S. Auto Body Shops Directory with Ratings and Hours

81,141 U.S. auto body shops are listed in this directory, which likely contains ratings and business hours. The data was sourced from AutoBodyShopNear.com and aggregated on Kaggle. The specific collection date and update frequency are unknown.

Use Cases

• Analyze regional market density based on the list of 81,141 shops
• Rank shops by customer satisfaction based on the ratings data mentioned in the description
• Identify shops with specific operating hours based on the hours data mentioned in the description

Strengths

• Contains a substantial list of 81,141 business entities
• Includes multiple data points per shop, such as ratings and hours, as mentioned in the description

Limitations

• Column-level documentation is absent; field semantics must be inferred after download
• Last update date is unknown; freshness unverified
• Data may reflect geographic or source bias inherent to the original aggregator website

Provenance

Source

AutoBodyShopNear.com

Collection Method

Likely web-scraped or aggregated from a business directory website.

Geography

United States