Customer Segmentation Clustering ML Frameworks

Projects applying clustering algorithms (K-Means, hierarchical clustering, etc.) to segment customers for marketing and business analytics. Does NOT include general clustering frameworks, recommendation systems, or churn prediction.

There are 51 customer segmentation clustering frameworks tracked. The highest-rated is Pegah-Ardehkhani/Customer-Segmentation at 39/100 with 26 stars.

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#	Framework	Score	Tier	Stars	Language
1	Pegah-Ardehkhani/Customer-Segmentation Customer Personality Analysis Using Clustering	39	Emerging	26	Jupyter Notebook
2	devotuoma/Mall-Customers-Segmentation In this machine learning project, we will make use of K-means clustering...	34	Emerging	12	Jupyter Notebook
3	NhanPhamThanh-IT/KMeans-Clustering-Customer-Segmentation 👨 K-Means Clustering Customer Segmentation is an interactive Streamlit app...	31	Emerging	15	Jupyter Notebook
4	ibrahim-ogunbiyi/Customer-Segmentation An approach to Customer Segmentation Using ML	31	Emerging	11	Jupyter Notebook
5	davidgeorgewilliams/segmentation-forests Discover hidden segments in your data using Random Forest-inspired trees...	28	Experimental	2	Python
6	Tksrivastava/stable-customer-segmentation Stable Customer Segmentation is an end-to-end ML pipeline that learns latent...	27	Experimental	1	Python
7	erenonal/K-means_customer_segmentation Using K-Means algorithm for customer segmentation due to credit card behavior	26	Experimental	18	Jupyter Notebook
8	PrayagRD/Online-Customer-Segmentation This project aims to identify major customer segments on a transnational...	25	Experimental	7	Jupyter Notebook
9	Man2Dev/customer-segmentation-ml Customer Segmentation for Marketing Optimization K-Means clustering on...	24	Experimental	4	Jupyter Notebook
10	ialexmp/Machine-Learning This Machine Learning repository encompasses theory, hands-on labs, and two...	22	Experimental	2	Jupyter Notebook
11	VreekenDatahoeve/SupplierSegmentation-Clustering Supplier segmentation using clustering techniques to support procurement...	22	Experimental	—	Jupyter Notebook
12	adityamanoj1811/AI-Customer-Behavior-Segmentation AI-based customer behavior segmentation using GA4	22	Experimental	—	Jupyter Notebook
13	MaulanaHasyim/Customer-Analytics-Machine-Learning This repository contains two interconnected machine learning projects...	22	Experimental	—	Jupyter Notebook
14	mandeepsharma14/nexacart-clustering E-Commerce customer segmentation using K-Means & Agglomerative Clustering...	22	Experimental	—	HTML
15	virbahu/supplier-segmentation-ml ML supplier segmentation management	22	Experimental	—	Python
16	momonga-ml/gower-express More Preformant Gower distance with modern Python tooling	22	Experimental	12	Python
17	macash916/IMADATA-Market-Intelligence MSc Business Analytics dissertation — DENUE-based market intelligence...	22	Experimental	—	Jupyter Notebook
18	shubham5027/Customer-Segmentation-Machine-Learning- Customer segmentation using machine learning technique to divide a customer...	21	Experimental	7	Jupyter Notebook
19	MsnAmiri/Customer-Segmentation-with-IBM-SPSS-Modeler Creating a banking customer segmentation dataset using 3 initial datasets in...	20	Experimental	5	—
20	sidharth178/Market-Segmentation-in-SBI-life-Insurance A machine learning clustering model for customer segmentation to define...	19	Experimental	14	Jupyter Notebook
21	kunalsinghdadhwal/clusterforge ClusterForge is a Rust-based command-line tool for performing customer...	18	Experimental	1	Rust
22	QuantumCoderrr/Customer_Seg 📊This project applies unsupervised machine learning techniques to segment...	18	Experimental	2	Jupyter Notebook
23	gowthamx25/Customer-Segmentation Customer Segmentation using machine learning (K-Means) with web UI & model...	16	Experimental	2	Jupyter Notebook
24	noulisg-scripts/product-sales-and-customer-segmentation ML framework for product review classification and customer segmentation...	14	Experimental	—	Jupyter Notebook
25	andysebo/census-respondents-clustering Census data project - Unsupervised ML pipeline for behavioral data...	14	Experimental	—	Jupyter Notebook
26	tracyreuter/customer-segmentation Group fictional customers via clustering, using two sklearn algorithms...	14	Experimental	—	Jupyter Notebook
27	Osamsami/nyc-airbnb-clustering-analysis Market segmentation of NYC Airbnb listings using K-Means clustering to...	14	Experimental	—	Jupyter Notebook
28	mohamedathif15/Customer-Segmentation-Using-K-Means-Clustering Customer segmentation using K-Means clustering with Streamlit web app	14	Experimental	—	Python
29	sandrarajp/RetailX-Customer-Segmentation-and-Marketing-Strategies RetailX Customer Segmentation and Marketing Analytics	14	Experimental	—	Jupyter Notebook
30	chaudhary-pawan/Customer-Segmentation-and-Recommendation-Model This Project is about segmenting Customers in different clusters based on...	14	Experimental	—	Jupyter Notebook
31	alevaleoliveira/customer-segmentation-ml Customer segmentation using K-Means clustering with business insights for...	14	Experimental	—	Jupyter Notebook
32	kozah04/ng-sme-segmentation Unsupervised segmentation of 1,043 Nigerian SMEs into 4 business profiles...	14	Experimental	—	Jupyter Notebook
33	M-Hamid-Hussain/DevelopersHub_Advanced_Task2_Customer_Segmentation Customer segmentation using K-Means clustering and PCA to identify distinct...	14	Experimental	—	Jupyter Notebook
34	terime9057/Task-8-Customer-Segmentation-K-Means 🛒 Segment mall customers using K-Means clustering to enhance marketing...	14	Experimental	—	Jupyter Notebook
35	kabirpatil12676/Customer-Segmentation-Ecommerce-ml Customer segmentation system for e-commerce using K-Means & Agglomerative...	14	Experimental	—	Jupyter Notebook
36	Deepak3517/fraud-detection-kmeans-paysim K-Means clustering on 6.3M financial transactions to discover hidden fraud...	14	Experimental	—	Jupyter Notebook
37	mickaelandrieu/php_customers_segmentation Can we do Customers Segmentation using PHP and Unsupervized Machine Learning...	13	Experimental	13	Jupyter Notebook
38	Scarlett4262/Customer-Segmentation A customer segmentation project can be approached in multiple ways. In this...	13	Experimental	—	Jupyter Notebook
39	Chaganti-Reddy/AI-Prototype-Customer-Segmentation Artificial Intelligence Prototype product based model for Customer...	13	Experimental	—	Jupyter Notebook
40	Gauresh-Karwa/SmartCart_Customer_Segmentation Customer segmentation using PCA, KMeans, and Hierarchical Clustering to...	13	Experimental	—	Jupyter Notebook
41	freedaya/flight-customer-segmentation Flight Customer Segmentation Using K-Means Clustering	13	Experimental	—	Jupyter Notebook
42	joseaseves-alt/Customer-Segmentation-Market-Analytics Exploratory data analysis and customer segmentation using unsupervised...	13	Experimental	—	Jupyter Notebook
43	Aqibahmed12/Customer_Segmentation 🛍️ This project applies K-Means Clustering to segment customers of a retail...	12	Experimental	4	Jupyter Notebook
44	MarinaMoreno/Client-Segmentation-Clustering This repository contains an ML project that was approached with a business...	12	Experimental	5	Jupyter Notebook
45	renatocorreia-rmcm/mall-customers-segmentation Implementation of a simple clustering model.	12	Experimental	4	Jupyter Notebook
46	tushar2704/Bank-German-Customer-Segmentation This project aims to revolutionize the way banks market to their customers...	12	Experimental	1	Jupyter Notebook
47	nivalex01/Customer-Segmentation-with-Clustering Customer segmentation project using clustering techniques (KMeans,...	12	Experimental	3	Jupyter Notebook
48	aishwaryagulabthorat/Clustering The project utilizes the Online Retail Dataset, a transnational dataset...	11	Experimental	—	Jupyter Notebook
49	loukasbenazet/customer-segmentation-analysis Customer segmentation using unsupervised learning to support marketing strategy.	11	Experimental	—	Jupyter Notebook
50	MrittikaDutta/customer_analysis Customer segmentation and behavior analysis using machine learning.	11	Experimental	2	Jupyter Notebook
51	Rahmeen14/Segmenting-Customers A simple nodejs app that uses k-means Algorithm in Python to perform market...	10	Experimental	2	JavaScript

Comparisons in this category

K-means_customer_segmentation and customer-segmentation-ml (26 vs 24) KMeans-Clustering-Customer-Segmentation and customer-segmentation-ml (31 vs 24) Customer-Segmentation and Customer-Segmentation-Machine-Learning- (31 vs 21) Mall-Customers-Segmentation and customer-segmentation-ml (34 vs 24)