Forecasts of daily bike rentals using the UCI Bike Sharing dataset (2011-2012). Includes: seasonal and temperature analysis, comparing naive & seasonal baselines with ARIMA and ARIMAX models, cross-validation, and a 60-day forecast. Insights on weekly & seasonal usage, and how to improve forecast accuracy.

bike share case study