Python script (and IPython notebook) to perform RFM analysis from customer purchase history data
☆286Oct 1, 2019Updated 6 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:
- 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 …☆137Apr 5, 2018Updated 8 years ago
- RFM modeling in Python☆14Dec 23, 2020Updated 5 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
- Spark + Python for Maketing Analytics☆10Apr 19, 2017Updated 9 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- An example of clustering applied to finding customer segments.☆20Sep 2, 2017Updated 8 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
- Customer Segmentation Analysis with RFM, using Python and Power BI.☆33May 10, 2021Updated 5 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
- PyCon SG 2016 - Customer Segmentation in Python☆56Jun 30, 2016Updated 10 years ago
- Export Google Analytics data from BigQuery using Standard or Legacy SQL.☆41Jan 26, 2017Updated 9 years ago
- Introduction and Career Guide for Data Science enthusiasts☆10Sep 16, 2018Updated 7 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.
- Foundations of Marketing Analytics - ESSEC Business school via Coursera.org. Customer segmentation and clustering☆13May 9, 2016Updated 10 years ago
- Creates a standardised output of the contents of A GTM account☆10Jan 20, 2020Updated 6 years ago
- Predicting employee attrition through machine learning models☆15Apr 10, 2019Updated 7 years ago
- R package for Customer Behavior Analysis☆188Jun 17, 2026Updated 2 months ago
- An in depth tutorial on sklearn's Pipeline and FeatureUnion classes.☆16May 5, 2017Updated 9 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…☆913Updated this week
- Загрузка данных из API Яндекс.Метрики в R☆13May 19, 2026Updated 3 months ago
- Analytics and data science business case studies to identify opportunities and inform decisions about products and features. Topics incl…☆323Oct 31, 2024Updated last year
- 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.
- ☆21Jun 23, 2019Updated 7 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
- Factorization Machines for Julia☆11Aug 26, 2016Updated 9 years ago
- Scripts for loading data from the AdWords API into R.☆13Sep 1, 2017Updated 8 years ago
- Lifetime value in Python☆1,476Jun 28, 2024Updated 2 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.
- Project in which unsupervised learning techniques are applied on product spending data collected for customers of a wholesale distributor…☆10Sep 12, 2017Updated 8 years ago
- Marketing Data Science☆59Aug 18, 2015Updated 11 years ago
- This repository contains the "RFM Analysis" for a Sales Data of a Retailer in SQL. This is part of my Data Science Portfolio Projects☆10Jul 3, 2023Updated 3 years ago
- Making requests to Twitter's REST API v1.1☆10Sep 22, 2014Updated 11 years ago
- ☆11Jun 7, 2023Updated 3 years ago
- An R package for creating ready made models to work with googleAnalyticsR data☆13Apr 2, 2019Updated 7 years ago
- Achieve your marketing goals with the data analytics power of Python☆13Aug 21, 2019Updated 7 years ago