This is a sample code repository that leveraged "Walmart Dataset (Retail)" from Kaggle to explore the dataset, perform EDA and predict the Weekly Sales.
About the dataset "Walmart Dataset (Retail)":
- Store - The Store ID number.
- Date - The week of sales.
- Weekly_Sales - Sales record in the week of given store.
- Holiday_Flag - Indicate whether the week has Public Holiday or not. (1 – Holiday week, 0 – Non-holiday week)
- Temperature - Average temperature of the week.
- Fuel_Price - Average fuel price of the week in the region.
- CPI – Prevailing Consumer Price Index.
- Unemployment - Prevailing Unemployment Rate.
Holiday Events:
- Super Bowl: 12-Feb-10, 11-Feb-11, 10-Feb-12, 8-Feb-13
- Labour Day: 10-Sep-10, 9-Sep-11, 7-Sep-12, 6-Sep-13
- Thanksgiving: 26-Nov-10, 25-Nov-11, 23-Nov-12, 29-Nov-13
- Christmas: 31-Dec-10, 30-Dec-11, 28-Dec-12, 27-Dec-13