Business Metrics by Reviewer Profile Sorted by Quality

A dataset profiling reviewer behavior on online retail platforms, created by Luisa Stracqualursi. It was last updated on March 25, 2026. The data is stored in an XLS file and is 5.5 KB in size.

Use Cases

• Profiling reviewer behavior based on metrics like the Reviewer Polarity Index and Reviewer Extremeness Index.
• Monitoring historical extreme behaviors of reviewers to identify patterns.
• Providing deeper insight into rating systems by analyzing extreme and negative ratings.
• Developing scalable tools for nuanced interpretation of reviewer contributions.

Strengths

• Released under a permissive CC-BY-4.0 license.
• Last updated date is explicitly provided (2026-03-25).
• File size is small (5.5 KB), facilitating quick download and inspection.

Limitations

• Row count is unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.
• Description metadata is limited; actual data quality requires manual inspection.

Provenance

Source

Luisa Stracqualursi via figshare.

Collection Method

Method of data gathering is not specified in the provided metadata.

Time Range

Temporal coverage is not specified.

Freshness

Last updated 2026-03-25 17:44:58; freshness should be verified.

Geography

Spatial coverage is not specified.