Customer Segmentation Tool

Create an AI-powered customer segmentation tool that clusters customers based on behavioral and demographic data. Visualize segments with interactive scatter plots and radar charts, and generate AI-written persona descriptions for each segment.

0 likes0 forks0 comments

segmentationmachine-learningclusteringpersonas

Objectives

Implement k-means or hierarchical clustering for customer segmentation
Visualize clusters with interactive scatter plots and dimension reduction (PCA/t-SNE)
Generate radar charts comparing segment characteristics
Use AI to create detailed persona descriptions for each segment
Allow users to adjust the number of segments and see results update

Hints

Use ml-kmeans or a similar JS library for clustering
Apply PCA to reduce high-dimensional data to 2D for scatter plot visualization
Feed cluster centroids and statistics to the AI for persona generation

Resources

Comments (0)

to leave a comment.

No comments yet. Be the first to comment!