Ecommerce Customer Analytics ML Frameworks

Projects analyzing customer behavior, journey mapping, and purchasing patterns in eCommerce using machine learning to derive business insights. Does NOT include general recommendation systems, product matching, or demand forecasting.

There are 51 ecommerce customer analytics frameworks tracked. The highest-rated is sohds/P4DS_gaeun_allocation at 44/100 with 2 stars.

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#	Framework	Score	Tier	Stars	Language
1	sohds/P4DS_gaeun_allocation 2023-2 '파이썬을이용한데이터사이언스' 기말 팀 프로젝트 \| 서울여자대학교 총동문회 주관 카페 '가은'의 운영효율화 전략을 위한...	44	Emerging	2	Jupyter Notebook
2	yamanalab/ec-darkpattern [IEEE BigData 2022] Dark patterns in e-commerce: a dataset and its baseline...	41	Emerging	40	Python
3	evansdoe/online_retail The goal of this project is to build an unsupervised machine learning model...	40	Emerging	20	Jupyter Notebook
4	Super-Chain/AI-Marketer Analyze your marketing data by AI & ML algorithms without a single-line of code.	38	Emerging	24	Python
5	station-10/awesome-marketing-machine-learning A curated list of awesome machine learning libraries for marketing,...	37	Emerging	130	—
6	nurimammasri/Marketing-Campaign-Model-Prediction-by-Datalicious This machine learning is made to fulfill the final project of Rakamin...	36	Emerging	5	Jupyter Notebook
7	adiag321/CRM-Analysis-for-Marketing-data In this project, we have to create a predictive model which allows the...	35	Emerging	13	Jupyter Notebook
8	vishakha112003/Customer-Journey-Mapping-Analytics-using-Machine-Learning-For-The-Souled-Store This project aims to analyze and visualize customer journeys for Souled...	33	Emerging	4	Jupyter Notebook
9	SuperDataScience-Community-Projects/SDS-CP026-retail-pulse A Machine Learning model to predict consumer behavior using FB marketplace data	30	Emerging	3	Jupyter Notebook
10	abhinav1024/Marketing_Mix_Modelling-MMM- A Marketing Mix Modelling project for an E-Commerce company	29	Experimental	14	Jupyter Notebook
11	skacem/Marketing-Analytics-Foundations The python version of the lab exercises from the coursera class Foundation...	29	Experimental	12	Jupyter Notebook
12	miraytopal/Marketing-Campaign-Machine-Learning A Predictive Model for Marketing Campaigns	28	Experimental	8	Jupyter Notebook
13	dnyanshwalwadkar/AI-for-Marketing Marketing is crucial for the growth and sustainability of retail business. ...	28	Experimental	10	Jupyter Notebook
14	AmirhosseinHonardoust/Market-Basket-Analysis Python project for Market Basket Analysis. Generates synthetic retail...	28	Experimental	39	Python
15	seby-sbirna/Customer-Insights-and-Business-Intelligence-upon-the-Japanese-restaurant-industry-in-Toronto-Canada This repository contains the Business Intelligence insights generated as...	26	Experimental	9	Jupyter Notebook
16	AmirhosseinHonardoust/AI-Assistant-Satisfaction-Prediction-Engine A complete machine-learning system that predicts AI assistant user...	25	Experimental	20	Python
17	AmirhosseinHonardoust/Mobile-AI-Satisfaction-Behavior-Aanalysis Deep behavioral and machine learning analysis explaining why mobile users...	25	Experimental	19	—
18	mjchimbadzwa/E-Commerce-NLP-Project The following capstone project was part of satisfying the requirements of...	23	Experimental	2	Jupyter Notebook
19	uzethea69-hash/Customer_Behavior_Analysis 🛍️ Analyze customer shopping behavior using SQL and Power BI to uncover...	22	Experimental	—	Jupyter Notebook
20	adityamanoj1811/quick-commerce-analytics Quick-Commerce delivery analytics using Python — EDA, hypothesis testing, ML...	22	Experimental	—	Jupyter Notebook
21	Ramtin-Karbaschi/BehaviorDetection_and_MobileMarketAnalysis A comprehensive machine learning model featuring behavioral pattern analysis...	21	Experimental	4	Jupyter Notebook
22	saranoori1377/digital-marketing Predictive Modeling and Sentiment-Driven Recommendation System for Enhancing...	19	Experimental	4	Jupyter Notebook
23	OmerGamie/Shopping-ML-Project This project explores the shift between online and in-store shopping...	17	Experimental	1	Jupyter Notebook
24	daniau23/dbs_final_project Comparative Study of Representation Techniques for LDA Labelled E-Commerce...	17	Experimental	—	Jupyter Notebook
25	Fatime221/Digital-marketing- Boost your financial growth with our experts curated investment solutions offering	17	Experimental	1	—
26	Nouran246/ecommerce-customer-behavior-data This project analyzes customer behavior in a large eCommerce dataset using...	16	Experimental	—	Jupyter Notebook
27	Ashutosh-AIBOT/olist-ecommerce-analytics End-to-end analytics on 96,454 Olist orders — SQL Star Schema, RFM, CLV,...	16	Experimental	2	HTML
28	mehdihbgi3/Olist-ecommerce-intelligence Analysis of 100K+ orders from the Olist Brazilian e-commerce dataset, RFM...	14	Experimental	—	Jupyter Notebook
29	abhi603-in/DeepCSAT-Ecom_CSAT_Prediction DeepCSAT: A Machine Learning and Deep Learning project to predict E-commerce...	14	Experimental	—	Jupyter Notebook
30	pratyush-max/online-shoppers-prediction Machine Learning project to predict online shopper purchase intent	14	Experimental	—	Jupyter Notebook
31	Dinozzzzzz/olist-delivery-time-forecast Python machine learning project for forecasting e-commerce delivery time...	14	Experimental	—	Jupyter Notebook
32	Pearlinedigestive190/Customer_behavior_analysis 🛍️ Analyze customer shopping behavior to reveal insights on spending...	14	Experimental	—	Jupyter Notebook
33	kaninis/-Classification-with-Random-Forest 🚀 Predict customer purchases using a Random Forest model, enhancing...	14	Experimental	—	—
34	hubsukalp/CSAT-Prediction Deep learning–based CSAT prediction system that analyzes e-commerce customer...	14	Experimental	—	Jupyter Notebook
35	Elakkiya-U/Digital-marketing-campaign A machine learning project to predict whether a customer will convert based...	14	Experimental	—	Jupyter Notebook
36	SuzzieA/ai_driven_marketing_automation Customer segmentation and scoring project using machine learning for...	14	Experimental	—	Jupyter Notebook
37	byolcu-cs/instacart-reorder-prediction Machine learning analysis of Instacart customer reorder behavior using...	14	Experimental	—	—
38	gabs5516/Deep-CSAT-Project 📊 Predict customer satisfaction scores in e-commerce with machine learning...	14	Experimental	—	Jupyter Notebook
39	davidfrias123/ecommerce-analysis 🛍️ Analyze E-commerce sales data and build predictive models to uncover...	13	Experimental	—	—
40	sihameeee/customer-purchase-prediction-data-mining Data mining project for predicting customer purchase behavior using machine learning	13	Experimental	—	—
41	Bhavyabhvy/Phone_Addiction_ml Machine Learning model to predict phone addiction based on behavioral and...	13	Experimental	—	Jupyter Notebook
42	MALIKSAQIB786/Customer-Behavior-Analysis “Analyzing customer usage patterns between mobile app and website.”	13	Experimental	—	Jupyter Notebook
43	maj34/Machine-Learning-Project [ 전공 프로젝트: 머신러닝 ] 백화점 고객들의 인구 통계 예측	13	Experimental	9	Jupyter Notebook
44	GitsSaikat/purchase_intent Predicting consumer purchase intentions using cognitive determinants,...	12	Experimental	1	Jupyter Notebook
45	saranshkr/purchase-propensity-model Propensity model to predict a customer's likelihood of purchasing a product...	12	Experimental	8	Jupyter Notebook
46	grzesiekmq/shopbot shopping bot in python with naive bayes and Market Basket Analysis	12	Experimental	2	JavaScript
47	xndien2004/Customer-propensity-to-purchase Demo of a potential customer scoring system using Django and a Basic Machine...	12	Experimental	5	Jupyter Notebook
48	Abdullah321Umar/ElevvoPathways-DataAnalytics_Internship-TASK4 🔷 Business Insights & Executive Report for E-Commerce Dataset 🔷 Analyzed...	12	Experimental	1	—
49	DerCoderLukas/CustomerPredictor Customer Predictor is a small project that uses neural networks to predict...	11	Experimental	—	Java
50	ArsPerpetua/user-behavior-classification A machine learning project analyzing mobile device usage and user behavior,...	11	Experimental	—	Jupyter Notebook
51	kaguya163/Marketing_Campaigns Marketing effectiveness analysis in sports retail.	10	Experimental	2	Jupyter Notebook

Comparisons in this category

CRM-Analysis-for-Marketing-data and Marketing-Campaign-Machine-Learning (35 vs 28) Marketing-Campaign-Model-Prediction-by-Datalicious and Marketing-Campaign-Machine-Learning (36 vs 28)