Install dependencies by running :
pip install -r requirements.txt
Create the folders data/ and data/data_raw/:
mkdir data
mkdir data/data_raw
Move the files Articles.csv, Sales.csv, Stock.csv, Market_Data.csv, Location.csv in the folder data/data_raw/,
mv /path/to/the/file ./data/data_raw/
Clean the dataset by running :
cd data_cleaning
python main.py
In the file Articles.csv, we removed the column(s):
Budget Class
In the file Location.csv, we removed the comumn(s):
isWFJactive
In the file Stock.csv, we replaced Zone (BR Vision) by Zone
In the file Stocks.csv, we replaced ITEM_CODE by Item_Code.
In all the files, we removes spaces and parentheses from the column names.
Once data are cleaned, make all joins by running :
python make_joins.py