Live Streaming Room Risk Assessment with Interaction Logs from May/June 2025

Live-streaming room interaction logs for room-level risk assessment under weak supervision. The dataset was created by ByteDance and covers the period of May and June 2025. It was last updated on the platform in February 2026.

Use Cases

• Training fraud detection models based on live-streaming room interaction logs.
• Developing risk assessment systems for live-streaming platforms using weak supervision.
• Researching multiple-instance learning methods for behavior sequence data.
• Analyzing patterns of user or room behavior for content moderation.

Strengths

• Focuses on a specific and relevant domain: live-streaming risk control.
• Explicitly covers a defined time range: May and June 2025.
• Created by ByteDance, a major technology company in the relevant industry.

Limitations

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

Provenance

Source

ByteDance

Collection Method

Likely contains logs from live-streaming platform interactions.

Time Range

May and June 2025

Freshness

Last updated 2026-02-28 06:29:26; freshness should be verified.

Geography

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