rfm
Here are 79 public repositories matching this topic...
基于RFM和决策树模型构建专家推荐系统。融合了RFM模型和决策树模型,结合专业运营人员的业务经营,发掘潜在用户,进行推荐营销召回。
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May 21, 2024 - Python
spark tutorial for big data mining。包括app流量运营分析、als推荐、smote样本采样、RFM客户价值分群、AHP层次分析客户价值得分、手机定位数据商圈挖掘、马尔可夫智能邮件预测、时序预测、关联规则、推荐电影好友等。
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Sep 10, 2022 - Java
Customer segmentation by using the RFM method and K-Means clustering
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May 24, 2024 - Jupyter Notebook
RFM (Recency, Frequency, Monetary) analysis is a proven marketing model for behavior based customer segmentation. It groups customers based on their transaction history – how recently, how often and how much did they buy. RFM helps divide customers into various categories or clusters to identify customers who are more likely to respond to promot…
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Oct 18, 2017 - Jupyter Notebook
Fast rainflow counting written in C (C99). Including wrappers for MATLAB and Python
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Nov 12, 2023 - C
By means of this project I am trying to create a value-based customer segmentation model using RFM(Recency, Frequency, Monetary) analysis in python using pandas, numpy and matplotlib
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Aug 1, 2018 - Jupyter Notebook
To identify best and valuable customers for the company, to analyse the customer needs and wants & develop marketing strategies to retain them and invest in the right customer category to increase company profits. Implement Customer LifetTime Value (CLTV) in order to distinguish customer based on their potential lifetime profits, thus invest in …
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Feb 19, 2019
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Sep 17, 2022 - Python
RFM analysis and customer segmentation with the data of an e-commerce site
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Dec 3, 2022 - Jupyter Notebook
An exploration of segment techniques with RFM analysis and K-means clustering.
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May 28, 2018 - Python
Customer Segmentation and Analysis for UK based all-occasion gifts retail company
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Sep 5, 2020 - Jupyter Notebook
Simple example code to show how to do customer segmentation. Enjoy it!
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Dec 14, 2017 - Jupyter Notebook
Request for maintainers explorer
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Sep 14, 2023 - TypeScript
Small collection of renderman variables that you could possibly edit in a script to setup your rendering environment for your personal use or in a rendering and animation pipeline. These are a bunch of rfm variables.
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Mar 23, 2020
This repo about customer segmentation using Python
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Apr 9, 2020 - Python
Within the scope of the project, I determined the marketing strategies by segmenting the customers of the online shoe store FLO.
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Jul 1, 2022 - Python
Crafting & testing a dynamic Recency-Frequency-Monetary model as published in Towards Data Science on Medium.com
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Mar 14, 2022 - Jupyter Notebook
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