- Install Python 3.9.
- In terminal change current working directory to the root of this repository.
- (Optional) Initialize virtual environment and activate it according to the tutorial.
- Run
python -m pip install -U pip setuptools wheel
. This will update pip, setuptools and wheel packages. - Run
pip install -r requirements.txt
. This will install all necessary packages for the project. - If on Windows:
- Resolve notebook problems.
- In environmental variables set ComSpec to PowerShell path.
The raw dataset consists of 9 different columns:
Column | Description |
---|---|
date | Timestamp when the purchase was done |
id_doc | Receipt's id |
id_order | Order's id. Order's id is equal to 0 when the purchase was done offline, otherwise online |
id_card | Unique id of customer |
id_tov | Unique id of product's id |
id_kontr | Distributor's id |
quantity | Amount of the same product in receipt which was purchased |
sum | Price of the product |
is_green | Shows that product is under discount or not |