What is CLV or LTV? CLV or LTV is a metric that helps you measure the customer's lifetime value to a business. In this kernel, I am sharing the customer lifetime value prediction using BG-NBD, Pareto, NBD & Gamma Model on top of RFM in Python.
☆168Dec 4, 2022Updated 3 years ago
Alternatives and similar repositories for customer-lifetime-prediction-using-python
Users that are interested in customer-lifetime-prediction-using-python are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Customer life time analysis (CLV analysis). We are using Gamma-Gamma model to estimate average transaction value for each customer.☆49Apr 5, 2018Updated 8 years ago
- 🎓 📚📈 Collection of scientific publications that explore, model and predict customer churn and lifetime value (CLV)☆23Feb 11, 2024Updated 2 years ago
- Utilize linear regression to predict Customer Lifetime Value and develop positive ROI strategies☆14Apr 29, 2021Updated 5 years ago
- Supervised Prediction of High Value Retail E-Commerce Customers Using Survival and LTV Analyses☆30Jul 30, 2014Updated 11 years ago
- Customer Segmentation Analysis with RFM, using Python and Power BI.☆33May 10, 2021Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Predicting Customer Lifetime Value☆14Apr 17, 2020Updated 6 years ago
- Lead Scoring is such a powerful metric when it comes to quantifying the lead & it is nowadays used by every CRM. In this repository, we a…☆69Mar 17, 2021Updated 5 years ago
- The motive of the project is to predict the Customer LifeTime Value of a Four Wheeler Insurance Company and it is implemented by satisfyi…☆16Jun 22, 2022Updated 4 years ago
- In this project, I have utilized survival analysis models to see how the likelihood of the customer churn changes over time and to calcul…☆265Sep 30, 2022Updated 3 years ago
- Unsupervised Clustering on Online Retail Dataset☆35Mar 8, 2026Updated 4 months ago
- Customer Segmentation Anaylsis☆13May 31, 2019Updated 7 years ago
- The main purpose of this repository is to model and forecast customer lifetime value.☆11Mar 27, 2021Updated 5 years ago
- CLV prediction with pareto-NBD model☆12Jul 1, 2016Updated 10 years ago
- Course included such topics, as Data Preprocessing, Exploratory Data Analysis (EDA), Statistical Data Analysis (SDA), Data Collection an…☆12Aug 8, 2022Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- This repository contains my academic marketing and customer data analytics related projects using R and SQL.☆12Dec 20, 2019Updated 6 years ago
- Customer & Purchase Analytics using Segmentation, Targeting, Positioning, Marketing Mix, Price Elasticity☆52Nov 24, 2020Updated 5 years ago
- Algorithmic Marketing based Project to do Customer Segmentation using RFM Modeling and targeted Recommendations based on each segment☆44Aug 12, 2024Updated last year
- Customer Segmentation using RFM Analysis☆69Apr 30, 2026Updated 2 months ago
- Analysing the content of an E-commerce database that contains list of purchases. Based on the analysis, I develop a model that allows to …☆137Apr 5, 2018Updated 8 years ago
- A collection of application which are built on open source technologies/frameworks like R Shiny, Plotly-Dash, Flask and Streamlit☆55Mar 22, 2026Updated 4 months ago
- I use various Data Science and machine learning techniques to analyze customer data using STP framework. I preprocessed the data, perform…☆11Apr 26, 2020Updated 6 years ago
- Python script (and IPython notebook) to perform RFM analysis from customer purchase history data☆286Oct 1, 2019Updated 6 years ago
- This contains projects based on Algorithmic Marketing like Marketing Mix Modeling, Attribution Modeling & Budget Optimization, RFM Analys…☆262Apr 26, 2020Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- created a hair-salon-website-Template Design using React.Js☆14Nov 19, 2023Updated 2 years ago
- In this project, we have to create a predictive model which allows the company to maximize the profit of the next marketing campaign☆17Oct 18, 2025Updated 9 months ago
- Analytics for building Customer Journey Map in Ecommerce☆29Jan 20, 2020Updated 6 years ago
- Analytics and data science business case studies to identify opportunities and inform decisions about products and features. Topics incl…☆320Oct 31, 2024Updated last year
- Machine Learning Engineer interview preparation. Brushing up Data Structures & Algorithms, System Design and SQL☆25Jun 10, 2021Updated 5 years ago
- Pareto/NBD, BG/NBD☆12Sep 10, 2015Updated 10 years ago
- Demand Forecasting is the process in which historical sales data is used to develop an estimate of an expected forecast of customer deman…☆12Jul 13, 2020Updated 6 years ago
- Lifetime value in Python☆1,475Jun 28, 2024Updated 2 years ago
- Python toolkit, MCP server, and agent skills for reproducible, auditable clickstream and event log analytics. Helps AI agents, data scien…☆907Updated this week
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Bayesian marketing toolbox in PyMC. Media Mix (MMM), customer lifetime value (CLV), buy-till-you-die (BTYD) models and more.☆1,200Updated this week
- remaking Aman Kharwal's 60 Python Projects with Source Code☆17May 29, 2026Updated last month
- A multi-brand, ecommerce full stack project built using Django, Python and JavaScript, deployed to Heroku, uses Amazon S3 for cloud stora…☆11Feb 9, 2023Updated 3 years ago
- ☆10Dec 21, 2020Updated 5 years ago
- Achieve your marketing goals with the data analytics power of Python☆235May 27, 2019Updated 7 years ago
- Skincare recommendations system☆35Mar 4, 2020Updated 6 years ago
- ☆21Nov 21, 2023Updated 2 years ago