Dataset overview
The dataset contains anonymized trip summaries collected across multiple vehicle types. Each row represents an aggregated daily summary per vehicle and location. We carefully clean and normalize fields such as ride date, vehicle type, trip duration, and trip distance before analysis.
Source
Partner telemetry
Format
CSV (cleaned)
License
Internal / Shared
Methodology
We perform structured cleansing, deduplication, and type normalization. Aggregations are computed per day and vehicle type; durations and distances are converted to consistent units and outliers are flagged using robust statistical thresholds.
Cleaning
Null handling, trimming, and date parsing.
Aggregation
Daily summaries and weekday grouping for trend analysis.
Anomalies
Zero/negative trips detected and flagged; long-trip outliers identified.
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