joaolcorreia / RFM-analysisLinks
Python script (and IPython notebook) to perform RFM analysis from customer purchase history data
☆278Updated 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
Sorting:
- Notes and Python scripts for A/B or Split Testing☆142Updated 3 years ago
- Project work for Udacity's AB Testing Course☆83Updated 8 years ago
- A general-purpose framework for solving problems with machine learning applied to predicting customer churn☆418Updated last year
- Hands-On Data Science for Marketing, published by Packt☆251Updated 4 months ago
- A curated list of awesome customer analytics content☆99Updated 7 years ago
- ☆136Updated 6 years ago
- Analytics and data science business case studies to identify opportunities and inform decisions about products and features. Topics incl…☆300Updated 11 months ago
- Code repository for Learning PySpark by Packt☆338Updated 2 years ago
- Customer life time analysis (CLV analysis). We are using Gamma-Gamma model to estimate average transaction value for each customer.☆48Updated 7 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 …☆135Updated 7 years ago
- Predict whether a loan will be repaid using automated feature engineering.☆64Updated 2 years ago
- Getting start with PySpark and MLlib☆300Updated 7 years ago
- In the customer management lifecycle, customer churn refers to a decision made by the customer about ending the business relationship. It…☆61Updated 2 years ago
- Code snippets and tutorials for working with social science data in PySpark☆420Updated 8 years ago
- Machine Learning and Data Analysis Case Studies using Spark.☆72Updated 4 years ago
- LearningApacheSpark☆248Updated last year
- Fitted a multivariate regression model on a brand’s product Sales Volume and the availabe marketing time series data to (i.e. Advertising…☆39Updated 7 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…☆153Updated 2 years ago
- Achieve your marketing goals with the data analytics power of Python☆222Updated 6 years ago
- PyCon SG 2016 - Customer Segmentation in Python☆56Updated 9 years ago
- Predicting Employee Churn with Supervised Machine Learning☆64Updated 4 years ago
- Predict customer lifetime value using AutoML Tables, or ML Engine with a TensorFlow neural network and the Lifetimes Python library.☆169Updated last year
- PySpark Code for Hands-on Learners☆116Updated 5 years ago
- Analytics for building Customer Journey Map in Ecommerce☆29Updated 5 years ago
- RFM (Recency, Frequency, Monetary) analysis is a proven marketing model for behavior based customer segmentation. It groups customers bas…☆25Updated 7 years ago
- Recency, Frequency, and Monetary are three behavioral attributes and are quite simple, in that they can be easily computed for any databa…☆15Updated last month
- Code from the book Fighting Churn With Data☆300Updated 2 months ago
- Analysis for Customer Segmentation☆72Updated 5 years ago
- Market Mix Modelling for an eCommerce firm to estimate the impact of various marketing levers on sales☆43Updated 4 years ago
- ☆56Updated 6 years ago