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Top 3 customer-analytics open source projects

Analysing the content of an E-commerce database that contains list of purchases. Based on the analysis, I develop a model that allows to anticipate the purchases that will be made by a new customer, during the following year from its first purchase.

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Jupyter Notebook machine-learning-algorithms predictive-analytics voting-classifier customer-segmentation customer-analytics e-commerce-example

rfm

Tools for Customer Segmentation using RFM Analysis

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r rstats segmentation customer-segmentation rfm-analysis customer-analytics

Customer lifetime value analysis

Customer life time analysis (CLV analysis). We are using Gamma-Gamma model to estimate average transaction value for each customer.

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Jupyter Notebook lifetimes customer-lifetime-value customer-analytics e-commerce-example gamma-gamma-filter

1-3 of 3 customer-analytics projects