Python script (and IPython notebook) to perform RFM analysis from customer purchase history data
☆286Oct 1, 2019Updated 7 years ago
Alternatives and similar repositories for RFM-analysis
Users that are interested in RFM-analysis 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 Segmentation using RFM Analysis☆69Updated this week
- RFM (Recency, Frequency, Monetary) analysis is a proven marketing model for behavior based customer segmentation. It groups customers bas…☆25Oct 18, 2017Updated 8 years 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 …☆139Apr 5, 2018Updated 8 years ago
- RFM (recency, frequency, monetary) analysis☆13Aug 11, 2018Updated 8 years ago
- Customer life time analysis (CLV analysis). We are using Gamma-Gamma model to estimate average transaction value for each customer.☆50Apr 5, 2018Updated 8 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- This repository contains RFM analysis applied to identify customer segments for global retail company and to understand how those groups …☆31Jan 27, 2020Updated 6 years ago
- Customer analysis and Data driven ideas☆24Jun 15, 2018Updated 8 years ago
- Improve marketing campaign of a Portuguese bank by analyzing their past marketing campaign data and recommending which customer to target☆65May 26, 2018Updated 8 years ago
- Calculating Customer Lifetime Value (CLV) with Recency, Frequency, and Monetary (RFM)☆52Aug 10, 2020Updated 6 years ago
- Utilize linear regression to predict Customer Lifetime Value and develop positive ROI strategies☆14Apr 29, 2021Updated 5 years ago
- ☆11Feb 14, 2015Updated 11 years ago
- Customer Segmentation Analysis with RFM, using Python and Power BI.☆35May 10, 2021Updated 5 years ago
- A collection of functions and step-by-step examples for marketing analytics☆33Jan 1, 2016Updated 10 years ago
- This contains projects based on Algorithmic Marketing like Marketing Mix Modeling, Attribution Modeling & Budget Optimization, RFM Analys…☆267Apr 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.
- Segmenting consumer based buying behavior and applying 80/20 rule to identify top customers/products/geographic locations driving 80% of …☆14Sep 2, 2019Updated 7 years ago
- Exploratory Data Analysis of the Automobile Data Set - UCI Machine Learning Repository - Data Science with Python - UPX Academy☆12Jun 20, 2018Updated 8 years ago
- Introduction and Career Guide for Data Science enthusiasts☆11Sep 16, 2018Updated 8 years ago
- 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 shari…☆169Dec 4, 2022Updated 3 years ago
- Research work on how to create a Email Marketing subject line to produce maximum open rate☆10Feb 11, 2016Updated 10 years ago
- 利用RFM模型建模，并通过聚类分析、分类，分别算出8中不同的价值会员☆38Mar 20, 2018Updated 8 years ago
- Foundations of Marketing Analytics - ESSEC Business school via Coursera.org. Customer segmentation and clustering☆13May 9, 2016Updated 10 years ago
- Machine Learning Case study on customer segmentation and prediction of groups.☆31Jul 31, 2018Updated 8 years ago
- Creates a standardised output of the contents of A GTM account☆10Jan 20, 2020Updated 6 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.
- Predicting employee attrition through machine learning models☆15Apr 10, 2019Updated 7 years ago
- R package for Customer Behavior Analysis☆189Jun 17, 2026Updated 3 months ago
- An in depth tutorial on sklearn's Pipeline and FeatureUnion classes.☆16May 5, 2017Updated 9 years ago
- Teaching materials for the text analytics course☆19Jul 16, 2018Updated 8 years ago
- Analyse customer segmentation, sentiment on product review, and built a product recommender system☆40Jan 15, 2021Updated 5 years ago
- Python toolkit, MCP server, and agent skills for reproducible, auditable clickstream and event log analytics. Helps AI agents, data scien…☆924Updated this week
- Analytics and data science business case studies to identify opportunities and inform decisions about products and features. Topics incl…☆323Oct 31, 2024Updated last year
- ☆21Jun 23, 2019Updated 7 years ago
- ☆10May 18, 2019Updated 7 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Supply chain optimization and analytics in python. Examples and practice problems discussed in MIT Micromasters in Supply chain managemen…☆22Apr 29, 2019Updated 7 years ago
- The Automated File Loader to BigQuery solution demonstrates the use of Object Change Notification service on Google Cloud Storage. It sho…☆22Jan 9, 2018Updated 8 years ago
- A set of shell scripts to help you install Snowplow Analytics in the Google Cloud☆18Apr 30, 2019Updated 7 years ago
- Employee turnover (attrition) is a major cost to an organization, and predicting turnover is at the forefront of needs of Human Resources…☆11Feb 3, 2018Updated 8 years ago
- Complete Python-3 programming tutorials from beginner to advanced level.☆11Jul 28, 2019Updated 7 years ago
- Build Your Own Roadmap☆11Jul 8, 2020Updated 6 years ago
- Customer Segmentation Anaylsis☆13May 31, 2019Updated 7 years ago