A multiple linear regression problem statement that predicts the profit of a website based on paid traffic, organic traffic and social traffic. The dataset used for this porject "revenue.xlsx" is also present in this repository. Model was built using linear regression and predicted on the test data. The model was validated using root mean square error(RMSE). Model performed really good giving an RMSE value of 7.525523e-11
The following figure shows the distribution of each and every features.
The following figure shows the Predicted vs Actual result on the test data set, where blue represents prediction and red represents actual.
