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 37/100 with 2 stars.
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| # | Framework | Score | Tier |
|---|---|---|---|
| 1 |
sohds/P4DS_gaeun_allocation
2023-2 '파이썬을이용한데이터사이언스' 기말 팀 프로젝트 | 서울여자대학교 총동문회 주관 카페 '가은'의 운영효율화 전략을 위한... |
|
Emerging |
| 2 |
yamanalab/ec-darkpattern
[IEEE BigData 2022] Dark patterns in e-commerce: a dataset and its baseline... |
|
Emerging |
| 3 |
evansdoe/online_retail
The goal of this project is to build an unsupervised machine learning model... |
|
Emerging |
| 4 |
Super-Chain/AI-Marketer
Analyze your marketing data by AI & ML algorithms without a single-line of code. |
|
Emerging |
| 5 |
station-10/awesome-marketing-machine-learning
A curated list of awesome machine learning libraries for marketing,... |
|
Emerging |
| 6 |
nurimammasri/Marketing-Campaign-Model-Prediction-by-Datalicious
This machine learning is made to fulfill the final project of Rakamin... |
|
Experimental |
| 7 |
adiag321/CRM-Analysis-for-Marketing-data
In this project, we have to create a predictive model which allows the... |
|
Experimental |
| 8 |
vishakha112003/Customer-Journey-Mapping-Analytics-using-Machine-Learning-For-The-Souled-Store
This project aims to analyze and visualize customer journeys for Souled... |
|
Experimental |
| 9 |
tanmaytanmay47/brazilian-ecommerce-data-warehouse
📊 Analyze Brazilian e-commerce data with this complete Business Intelligence... |
|
Experimental |
| 10 |
SuperDataScience-Community-Projects/SDS-CP026-retail-pulse
A Machine Learning model to predict consumer behavior using FB marketplace data |
|
Experimental |
| 11 |
uzethea69-hash/Customer_Behavior_Analysis
🛍️ Analyze customer shopping behavior using SQL and Power BI to uncover... |
|
Experimental |
| 12 |
abhinav1024/Marketing_Mix_Modelling-MMM-
A Marketing Mix Modelling project for an E-Commerce company |
|
Experimental |
| 13 |
skacem/Marketing-Analytics-Foundations
The python version of the lab exercises from the coursera class Foundation... |
|
Experimental |
| 14 |
codeandclass/ecommerce-customer-behavior-analysis
🛍️ Analyze e-commerce customer behavior using a rich dataset to uncover... |
|
Experimental |
| 15 |
AmirhosseinHonardoust/Market-Basket-Analysis
Python project for Market Basket Analysis. Generates synthetic retail... |
|
Experimental |
| 16 |
vishalbitit/apex-propensity-model
ML model to predict which customers are likely to purchase a Mutual Fund |
|
Experimental |
| 17 |
adityamanoj1811/quick-commerce-analytics
Quick-Commerce delivery analytics using Python — EDA, hypothesis testing, ML... |
|
Experimental |
| 18 |
dnyanshwalwadkar/AI-for-Marketing
Marketing is crucial for the growth and sustainability of retail business. ... |
|
Experimental |
| 19 |
AmirhosseinHonardoust/AI-Assistant-Satisfaction-Prediction-Engine
A complete machine-learning system that predicts AI assistant user... |
|
Experimental |
| 20 |
MostafaSensei106/FP-Growth
A high-performance Dart library for FP-Growth algorithm and association rule... |
|
Experimental |
| 21 |
AmirhosseinHonardoust/Mobile-AI-Satisfaction-Behavior-Aanalysis
Deep behavioral and machine learning analysis explaining why mobile users... |
|
Experimental |
| 22 |
miraytopal/Marketing-Campaign-Machine-Learning
A Predictive Model for Marketing Campaigns |
|
Experimental |
| 23 |
daniau23/dbs_final_project
Comparative Study of Representation Techniques for LDA Labelled E-Commerce... |
|
Experimental |
| 24 |
seby-sbirna/Customer-Insights-and-Business-Intelligence-upon-the-Japanese-restaurant-industry-in-Toronto-Canada
This repository contains the Business Intelligence insights generated as... |
|
Experimental |
| 25 |
Ashutosh-AIBOT/olist-ecommerce-analytics
End-to-end analytics on 96,454 Olist orders — SQL Star Schema, RFM, CLV,... |
|
Experimental |
| 26 |
mjchimbadzwa/E-Commerce-NLP-Project
The following capstone project was part of satisfying the requirements of... |
|
Experimental |
| 27 |
OmerGamie/Shopping-ML-Project
This project explores the shift between online and in-store shopping... |
|
Experimental |
| 28 |
Elakkiya-U/Digital-marketing-campaign
A machine learning project to predict whether a customer will convert based... |
|
Experimental |
| 29 |
byolcu-cs/instacart-reorder-prediction
Machine learning analysis of Instacart customer reorder behavior using... |
|
Experimental |
| 30 |
jackstanmma/Customer-Sentiment-Prediction-PySpark
🔍 Predict customer sentiment using PySpark and Databricks, analyzing 49,000+... |
|
Experimental |
| 31 |
Annupinn/Olist-Ecommerce-Analysis
🔍 Analyze the Brazilian Olist E-Commerce Dataset to uncover sales trends,... |
|
Experimental |
| 32 |
mehdihbgi3/Olist-ecommerce-intelligence
Analysis of 100K+ orders from the Olist Brazilian e-commerce dataset, RFM... |
|
Experimental |
| 33 |
davidfrias123/ecommerce-analysis
🛍️ Analyze E-commerce sales data and build predictive models to uncover... |
|
Experimental |
| 34 |
kaninis/-Classification-with-Random-Forest
🚀 Predict customer purchases using a Random Forest model, enhancing... |
|
Experimental |
| 35 |
pratyush-max/online-shoppers-prediction
Machine Learning project to predict online shopper purchase intent |
|
Experimental |
| 36 |
Shree-2516/RetailSense360
Analyze Customer Behavior And Making PowerBi Dashboard |
|
Experimental |
| 37 |
SuzzieA/ai_driven_marketing_automation
Customer segmentation and scoring project using machine learning for... |
|
Experimental |
| 38 |
JZSYShop/Customer_behaviour_analysis
📊 Analyze customer behavior using Python, SQL, and Power BI to derive... |
|
Experimental |
| 39 |
Dinozzzzzz/olist-delivery-time-forecast
Python machine learning project for forecasting e-commerce delivery time... |
|
Experimental |
| 40 |
Pearlinedigestive190/Customer_behavior_analysis
🛍️ Analyze customer shopping behavior to reveal insights on spending... |
|
Experimental |
| 41 |
hubsukalp/CSAT-Prediction
Deep learning–based CSAT prediction system that analyzes e-commerce customer... |
|
Experimental |
| 42 |
Nouran246/ecommerce-customer-behavior-data
This project analyzes customer behavior in a large eCommerce dataset using... |
|
Experimental |
| 43 |
mathealgou/abandoned-cart-prediction-poc
A proof of concept for a WEB API that predicts cart abandonment based on... |
|
Experimental |
| 44 |
Ramtin-Karbaschi/BehaviorDetection_and_MobileMarketAnalysis
A comprehensive machine learning model featuring behavioral pattern analysis... |
|
Experimental |
| 45 |
abhi603-in/DeepCSAT-Ecom_CSAT_Prediction
DeepCSAT: A Machine Learning and Deep Learning project to predict E-commerce... |
|
Experimental |
| 46 |
gabs5516/Deep-CSAT-Project
📊 Predict customer satisfaction scores in e-commerce with machine learning... |
|
Experimental |
| 47 |
saranoori1377/digital-marketing
Predictive Modeling and Sentiment-Driven Recommendation System for Enhancing... |
|
Experimental |
| 48 |
Bhavyabhvy/Phone_Addiction_ml
Machine Learning model to predict phone addiction based on behavioral and... |
|
Experimental |
| 49 |
MALIKSAQIB786/Customer-Behavior-Analysis
“Analyzing customer usage patterns between mobile app and website.” |
|
Experimental |
| 50 |
sihameeee/customer-purchase-prediction-data-mining
Data mining project for predicting customer purchase behavior using machine learning |
|
Experimental |
| 51 |
Fatime221/Digital-marketing-
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|
Experimental |