Trustpilot Reviews with Manual Verification

Trustpilot Manually Review based Dataset is a collection of business reviews sourced from the Trustpilot platform. The dataset's title suggests it includes a manual verification step, which may indicate a focus on data quality or label accuracy. It is hosted on Kaggle, but specifics on size, columns, and creation details are not provided in the available metadata.

Use Cases

• Train a sentiment classifier on verified customer feedback (inferred from domain, verify after download)
• Analyze patterns in business ratings and review authenticity (inferred from domain, verify after download)
• Benchmark models for text-based trust or spam detection (inferred from domain, verify after download)

Strengths

• Published on Kaggle, a major platform for data science resources.
• Title indicates a manual review process, which may imply a quality control mechanism.

Limitations

• Metadata is minimal; actual content requires verification after download.
• Row count, column definitions, and file formats are unknown, limiting suitability assessment.
• License, author, and last update date are unknown, affecting reproducibility and usage rights.

Provenance

Source

Trustpilot

Collection Method

Likely scraped or collected from the Trustpilot platform with subsequent manual verification.