Stack Used:
- Python
- Pandas
- Numpy
- Sci-kit Learn
- Matplotlib
- Seaborn
Analysing the shopping behaviour of the customer on the basis of their annual income and spending score. I have used machine learning to find the realtions and different type of the shopping behaviour. As it is a unsupervised problem, I have used K-means clustering to identify the cluster(group) of people having same shopping behaviour.
Dataset used: https://www.kaggle.com/datasets/vjchoudhary7/customer-segmentation-tutorial-in-python