Causal Inference

Do riders behave differently on weekends compared to weekdays? Using millions of trip records from Bike Share Toronto, I analyzed how ridership patterns and trip duration change on weekends.Instead of relying on naïve averages, I applied causal inference techniques to isolate the true weekend effect while controlling for confounders such as weather proxies (hours, season), …