https://github.com/fedesgh/creditcard_customer_segmentation

Brief Customer Segmentation with Kmeans
https://github.com/fedesgh/creditcard_customer_segmentation

elbow-method kmeans-clustering pickle silhouette-score

Last synced: 6 months ago
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Brief Customer Segmentation with Kmeans

• Host: GitHub
• URL: https://github.com/fedesgh/creditcard_customer_segmentation
• Owner: Fedesgh
• License: apache-2.0
• Created: 2024-09-12T19:10:34.000Z (almost 2 years ago)
• Default Branch: main
• Last Pushed: 2024-11-11T18:37:25.000Z (over 1 year ago)
• Last Synced: 2024-12-29T18:52:49.748Z (over 1 year ago)
• Topics: elbow-method, kmeans-clustering, pickle, silhouette-score
• Language: Python
• Homepage:
• Size: 44.7 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

          
Credit Card customers segmentation using Kmeans, inertia and silhouette score.

Dataset from Kaggle: https://www.kaggle.com/datasets/rupindersinghrana/credit-card-customer-segmentation

## Metrics 

![images/inertia.png](images/inertia.png)

![images/sil.png](images/sil.png)

**Optimal number of clusters: 3**

## Dataset labeled with the model

![images/clusters.png](images/clusters.png)