Cyclistic Bike Share Trip Data for Behavioral Analysis (2025–2026)

Cleaned and engineered bike-share trip data from the Cyclistic system. The data covers a two-year period from 2025 to 2026, suggesting a focus on recent mobility patterns. It was processed for behavioral and mobility analysis, though the original author and specific collection method are not stated.

Use Cases

• Modeling rider trip frequency and duration based on cleaned trip records.
• Analyzing mobility patterns and station usage from engineered behavioral data.
• Forecasting demand for bike-share services using historical trip information.

Strengths

• Data is described as cleaned and engineered, suggesting preprocessing for analysis.
• The dataset covers a defined two-year time range from 2025 to 2026.

Limitations

• Row count and file size are unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.
• The data source and collection methodology are not specified, which may affect reproducibility.

Provenance

Source

Cyclistic bike-share system.

Collection Method

Data was cleaned and engineered, though the original collection process is not detailed.

Time Range

2025–2026

Freshness

Last update date is unknown; freshness unverified.

Geography

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