kkairu / segmentationLinks
Simple Customer Segmentation Using Recency/Monetary Matrix (RFM) in Python
☆9Updated 5 years ago
Alternatives and similar repositories for segmentation
Users that are interested in segmentation are comparing it to the libraries listed below
Sorting:
- Analytics for building Customer Journey Map in Ecommerce☆29Updated 5 years ago
- Hands-On Data Science for Marketing, published by Packt☆10Updated 6 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 …☆134Updated 7 years ago
- Machine Learning Case study on customer segmentation and prediction of groups.☆31Updated 6 years ago
- Predicting Customer Lifetime Value☆12Updated 5 years ago
- Building Recommendation Systems with Python [Video], by Packt Publishing☆89Updated 2 years ago
- Algorithmic Marketing based Project to do Customer Segmentation using RFM Modeling and targeted Recommendations based on each segment☆42Updated 11 months ago
- Customer life time analysis (CLV analysis). We are using Gamma-Gamma model to estimate average transaction value for each customer.☆47Updated 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…☆147Updated 2 years ago
- This repository consists of predicting dynamic pricing, churn predictions using sales and marketing data for understanding users' behavio…☆75Updated 5 years ago
- Python script (and IPython notebook) to perform RFM analysis from customer purchase history data☆275Updated 5 years ago
- Book Projects☆24Updated 4 years ago
- This project walks through how you can create recommendations using Apache Spark machine learning. There are a number of jupyter notebook…☆99Updated 2 years ago
- Segmented customers based on Recency,Frequency & Monetary Value (RFM) metrics using K-means clustering algorithm☆10Updated 5 years ago
- ☆11Updated 5 years ago
- In depth analysis and forecasting of product sales based on the items, stores, transaction and other dependent variables like holidays an…☆112Updated 7 years ago
- ☆14Updated 8 years ago
- Big Data Management and Analysis Final Project☆69Updated 7 years ago
- To design a predictive model using xgboost and voting ensembling techniques and extract insights from the data using pandas, seaborn and …☆42Updated 7 years ago
- Live Training: Market Basket Analysis in Python☆46Updated 4 years ago
- The data-set is related with direct marketing campaigns (were based on phone calls) of a banking institution. Often, more than one contac…☆8Updated 5 years ago
- This repository contains the code for building movie recommendation engine.☆78Updated 7 years ago
- Credit Card Fraud Detection using ML: IEEE style paper + Jupyter Notebook☆104Updated 2 years ago
- Customer-base segmentation over e-commerce sales data☆26Updated 5 years ago
- Author: Feras Al-Basha; Research Director: Yossiri Adulyasak; Research Director: Laurent Charlin; MSc in Global Supply Chain Management -…☆46Updated 4 years ago
- Final Project for IoT: Big Data Processing and Analytics class. Analyzing U.S nationwide temperature from IoT sensors in real-time☆71Updated 8 years ago
- Unsupervised Clustering on Online Retail Dataset☆32Updated 2 weeks ago
- It is a content based recommender system that uses tf-idf and cosine similarity for N Most SImilar Items from a dataset☆71Updated 4 years ago
- 使用LSTM预测商品销量,考虑销量激增点影响☆36Updated 6 years ago
- Time Series Forecasting of Walmart Sales Data using Deep Learning and Machine Learning☆36Updated 4 years ago