Data Test – Oslo Bysykkel

EDA charts from prepared-data (D3 + static figures)

Dataset Info & Summary

Loading…

Statistical Moments (Trip Duration)

Loading…

Temporal Patterns

Average Trip Duration by Month

Trip Count by Month

Loading…

Duration Distribution (0–60 min)

Loading…

Top 10 Stations by Trip Count

Loading…

Missing Values per Column

Loading…

Cycling × weather / holidays (pipeline summaries)

Trip-level Ridge on log(duration); daily totals vs empirical norm. Full trip Parquet stays in Python only.

Median trip duration by time-of-day bucket

Fill: weekday vs weekend; stroke: public holiday (Norway). Buckets are trip start hour (Europe/Oslo): morning commute 07–09, midday 10–14, afternoon commute 15–18, evening 19–22, night 23–06.

Daily total cycling time vs norm

Loading…

Outlier Detection (Duration)

Exported as image (raw data too large)