MLR done in R to study the impact of factors like Season, Temperature, Humidity, FunctioningDay, Rainfall etc. MLR was executed on 5-year bike rental data, incorporating model diagnostics, hypothesis testing, ANOVA and step-wise AIC. Result identified a significant impact of Rainfall Variation on bike rental, specifically on Winter Season.