rfm
Here are 87 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
Fast rainflow counting written in C (C99). Including wrappers for MATLAB and Python
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Oct 23, 2024 - C
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
Request for maintainers explorer
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Sep 14, 2023 - TypeScript
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
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
The data set named Online Retail II includes online sales transactions of a UK-based retail company between 01/12/2009 - 09/12/2011.
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Jul 4, 2022 - 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
Creating a graph using e-commerce data and make a RFM analysis
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Nov 11, 2020 - Jupyter Notebook
R-Analysis: Identifying high value customers and low value of customers using RFM modelling
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Jun 11, 2020 - Jupyter Notebook
FLO, which is an online shoe store, wants to divide its customers into segments and determine marketing strategies according to these segments. For this, the behavior of customers will be defined and groups will be formed according to the clutches in these behaviors.
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Mar 7, 2023 - Python
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
Customer segmentation by using the RFM method and K-Means clustering
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Oct 18, 2024 - Jupyter Notebook
Kodi music addon : Get web metadata information of webradio, like fip radio.
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Nov 11, 2024 - Python
Simple example code to show how to do customer segmentation. Enjoy it!
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Dec 14, 2017 - Jupyter Notebook
Este projeto desenvolvido em Python realiza análise de cohort e RFM para segmentação de clientes de e-commerce.
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Feb 26, 2023 - Jupyter Notebook
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