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: 05 Jan 2025

https://github.com/rsquaredacademy/rfm

Customer Segmentation using RFM Analysis

customer-analytics customer-segmentation rfm-analysis rstats segmentation

Last synced: 13 Apr 2025

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: 05 Jan 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/jalajthanaki/customer_churn_analysis

Predicting customer churn using scikit-learn

customer-analytics machine-learning predictive-analysis telecoms

Last synced: 09 Apr 2025

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: 22 Mar 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