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Projects in Awesome Lists tagged with customer-analytics

A curated list of projects in awesome lists tagged with customer-analytics .

https://github.com/joaolcorreia/rfm-analysis

Python script (and IPython notebook) to perform RFM analysis from customer purchase history data

customer-analytics customer-segmentation ipython-notebook python-script rfm-analysis

Last synced: 07 Apr 2025

https://github.com/jalajthanaki/customer_segmentation

Analysing the content of an E-commerce database that contains list of purchases. Based on the analysis, I develop a model that allows to anticipate the purchases that will be made by a new customer, during the following year from its first purchase.

customer-analytics customer-segmentation e-commerce-example machine-learning-algorithms predictive-analytics voting-classifier

Last synced: 11 Sep 2025

https://github.com/rsquaredacademy/rfm

Customer Segmentation using RFM Analysis

customer-analytics customer-segmentation rfm-analysis rstats segmentation

Last synced: 15 Mar 2026

https://github.com/jalajthanaki/customer_lifetime_value_analysis

Customer life time analysis (CLV analysis). We are using Gamma-Gamma model to estimate average transaction value for each customer.

customer-analytics customer-lifetime-value e-commerce-example gamma-gamma-filter lifetimes

Last synced: 01 Aug 2025

https://github.com/gknox79/customer-analytics

This repo hosts the course content of Customer Analytics, taught at Tilburg University by George Knox last taught Fall 2022.

customer-analytics customer-lifetime-value teaching-materials

Last synced: 27 Mar 2025

https://github.com/alam025/customer-churn-prediction

🎯 Predict customer churn with 96%+ accuracy using Random Forest ML. Beautiful visualizations, production-ready code, and real business impact. Save revenue before customers leave! 🚀

churn-prediction classification customer-analytics customer-churn customer-retention data-science machine-learning pandas predictive-analytics python random-forest scikit-learn

Last synced: 11 Jun 2026

https://github.com/vikram0230/roomwise

Room Reservation System focused on optimising profits and mitigating cancellations by prioritising customers

aws customer-analytics docker docker-compose fastapi flutter machine-learning mongodb priority-queue

Last synced: 07 Apr 2026

https://github.com/willie-conway/little-lemon-database-capstone-project

This repository contains the capstone project for the Meta Database Engineer Professional Certificate 🎓, showcasing a comprehensive database design 🗃️, SQL implementation 💻, and data analytics 📊 for the fictional restaurant "Little Lemon" 🍋.

analytics-python big-data business-intelligence customer-analytics data-analytics data-integration data-management data-mining data-modeling data-retrieval data-visualization database-engineering mysql performance-analysis python relational-databases restaurant-management sql-data-analysis stored-procedures tableau

Last synced: 13 Apr 2026

https://github.com/kamanhang/sqldatawarehousedataengineeringproject

This project delivers a modern data warehouse which focuses on building clean, organized data pipeline which covers important aspects such as ETL Pipeline Development, Data Cleaning, Data Modelling and Data Analytics

customer-analytics data-analysis data-cleaning data-engineering data-modeling data-pipeline data-visualization datascience etl-pipeline postgresql powerbi powerbidashboard sales-analysis sql

Last synced: 10 Oct 2025

https://github.com/neelanjan-chakraborty/custoclarity

CUSTO CLARITY is a customer segmentation model built in Python. Using clustering on real retail datasets, it identifies 5 customer segments that unlocked strategic retail partnerships. Powered by scikit-learn, pandas, seaborn, and Matplotlib.

clustering-algorithm clustering-algorithms customer-analytics customer-segmentation data-visualization kmeans kmeans-clustering pandas python scikit-learn

Last synced: 11 May 2026

https://github.com/krinya/repeatradar

A Python package for calculating and visualizing cohort retention and other cohort-based metrics with interactive Plotly charts.

analytics bi business-intelligence cohort-analysis customer-analytics data-science data-visualization package pandas plotly pypi pypi-package python python-3 retention-analysis

Last synced: 23 Jun 2025

https://github.com/abhisheksinghdhadwal/telecomchurnpredictor

Notebook containing end-to-end analysis and modeling for churn prediction using dimensionality reduction, feature engineering, and classification techniques.

churn-prediction customer-analytics data-science eda machine-learning pca predictive-analysis python telecom-churn-prediction

Last synced: 21 May 2026

https://github.com/cherukuri-thanu/oodlesofnoodles-markettrendanalysis

This repository contains configuration files for analysing data obtained from Oodles of Noodles

customer-analytics dashboard data-visualization powerbi revenue-analysis service-analytics

Last synced: 23 Feb 2025

https://github.com/rjarman/adaptive-marketing-ai

An intelligent marketing AI engine that connects to multiple platforms to generate targeted campaign strategies and provide natural language insights across customer touchpoints.

ai-chat-interface campaign-generation crm-integration customer-analytics fastapi fullstack-application marketing-ai marketing-automation openai-api react-typescript shopify-integration vercel-deployment

Last synced: 20 Apr 2026

https://github.com/anusha-me/customer_churn_analysis

Predict and analyze telecom customer churn using machine learning techniques and business dashboards. This end-to-end project includes data preprocessing, EDA, model evaluation (SVM, XGBoost), real-time Streamlit deployment, and Power BI dashboard reporting. Built for actionable insights and decision support.

churn-prediction classification-model customer-analytics dashboard data-science eda machine-learning powerbi predictive-analytics python scikit-learn streamlit svm telecom xgboost

Last synced: 29 Apr 2026

https://github.com/gsanaev/enterprise-financial-kpi-platform

End-to-end financial analytics platform integrating synthetic data generation, DuckDB warehouse, profitability modeling, churn prediction, and Power BI executive dashboards.

churn-prediction customer-analytics data-engineering data-warehouse duckdb finance-analytics machine-learning powerbi powerbi-dashboard profitability-analysis python random-forest sql synthetic-data

Last synced: 22 Apr 2026