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Fuel price prediction

License Python 3.7 scikit-learn 0.23.2 Solvve

Description

Stores

Anonymized information about the 45 stores, indicating the type and size of store Features

Contains additional data related to the store, department, and regional activity for the given dates.

Store - the store number Date - the week Temperature - average temperature in the region Fuel_Price - cost of fuel in the region MarkDown1-5 - anonymized data related to promotional markdowns. MarkDown data is only available after Nov 2011, and is not available for all stores all the time. Any missing value is marked with an NA CPI - the consumer price index Unemployment - the unemployment rate IsHoliday - whether the week is a special holiday week

Sales

Historical sales data, which covers to 2010-02-05 to 2012-11-01. Within this tab you will find the following fields:

Store - the store number Dept - the department number Date - the week Weekly_Sales - sales for the given department in the given store IsHoliday - whether the week is a special holiday week

Tasks:

predict Fuel_Price for 1 month using all stores
predict Fuel_Price for 1 month using all data for new (unknown) store