Customer Reviews Dataset for Sentiment Analysis

SetFit ported the official CR dataset from academic literature. The dataset contains customer review text for analysis, with no provided validation split. It was last updated on the platform in June 2022.

Use Cases

• Classifying review sentiment based on the text content.
• Training text embedding models on consumer feedback data.
• Analyzing linguistic patterns within the review text field.

Strengths

• Dataset size is indicated to be between 1,000 and 10,000 rows based on platform tags.
• Data is structured for direct use with popular libraries like pandas, polars, and Hugging Face Datasets.

Limitations

• Exact row count, column names, and sample data are unknown.
• The absence of a validation split complicates standard model evaluation workflows.
• Data recency is unclear as the last platform update was in 2022.

Provenance

Source

Original academic paper (source unspecified).

Collection Method

Port of an official dataset from research literature.

Freshness

Last updated on the platform in 2022-06-21; source temporal coverage is null.

Geography

Platform tags suggest a US region focus, but specific coverage is null.