Group members:
- Justine Cauvi
- Greg Depoire--Ferrer
The data set which we worked on belongs to a French bakery. The dataset provides the daily transaction details of customers from 2021-01-01 to 2022-09-30. The dataset can be found at: https://www.kaggle.com/datasets/matthieugimbert/french-bakery-daily-sales.
We did frequent pattern mining and clustering on the data. The code for the analysis is in the Jupyter notebooks.
We implemented K-Prototype (a mix of K-Means and K-Modes) as well as the Apriori algorithm.