Cross-Platform Sentiment Distributions and Statistical Significance

Ningning Jia published this dataset on figshare in April 2026. The dataset contains sentiment distributions analyzed across multiple platforms, with statistical significance tests included. The data is stored in a 5.5 KB Excel file.

Use Cases

• Compare sentiment polarity distributions across different platforms based on the cross-platform analysis mentioned.
• Test the statistical significance of observed sentiment differences between platforms.
• Benchmark sentiment analysis models using cross-platform data with significance metrics.

Strengths

• Dataset is openly licensed under CC-BY-4.0.
• File size is 5.5 KB, indicating a focused and manageable scope.
• Includes statistical significance tests, a feature mentioned in the title.

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 after download.

Provenance

Source

figshare

Collection Method

Likely contains aggregated sentiment analysis results from multiple platforms.

Time Range

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Freshness

Last updated 2026-04 21 17:33:53; freshness should be verified.

Geography

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