BPIC15: Business Process Event Logs for Performance Analysis

BPIC15 Event Log Dataset provides data for process mining and organizational performance analysis. The dataset includes both processed and raw event logs. It was sourced from Kaggle, but the original author, organization, and specific temporal coverage are not detailed in the provided metadata.

Use Cases

• Conduct process discovery based on event log sequences.
• Analyze organizational performance based on process execution data.
• Train predictive models for process outcome or duration based on event log features.
• Compare process variants or conformance checking based on recorded event traces.

Strengths

• Includes both processed and raw versions of the event logs, offering flexibility for analysis.
• Designed for the specific domains of process mining and organizational performance analysis.

Limitations

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

Provenance

Source

Kaggle