Data Science, Machine Learning, Analytics, Time Series Analysis, Linear Regression.
Instead, ‘resale_month’ represents the seasonality aspect of our dataset. Hence, we need to convert ‘resale_month’ from numerical to categorical. From ‘resale_month’, we also created the new feature ‘resale_quarter’. Other temporal features are the new features that we obtain from time-series