Consumer Car Ratings and Reviews from Edmunds

A collection of consumer car ratings and reviews from the Edmunds website, processed for a text classification task. It is in English and originates from the United States. The specific number of rows, columns, and features is unknown.

Use Cases

• Train a text classification model to predict the 'target' rating label from the 'text' review content.
• Analyze sentiment and key topics within the 'text' field of car reviews to understand consumer preferences.
• Build a model to categorize review 'text' based on the associated 'target' rating for quality assessment.

Strengths

• Data is specifically formatted for a text classification task, as indicated by the 'text' and 'target' fields.
• The dataset is language-specified (English) and region-specified (United States).
• The dataset was last updated on October 25, 2022.

Limitations

• The dataset size, including row count and column count, is unknown, making it difficult to assess scale.
• The description and sample data are incomplete, with the sample truncated and a link provided for the full description.
• The meaning and scale of the 'target' variable (e.g., rating scale) are not detailed in the provided input.

Provenance

Source

Edmunds website

Collection Method

Automatically processed by AutoTrain for the 'car-review-project'.

Freshness

Last updated on 2022-10-25.

Geography

United States (inferred from 'Regionus' tag)