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
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cltv-prediciton
Here are 13 public repositories matching this topic...
This is a case study in my Data Analyst Path by Miuul.
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Jul 8, 2023 - Python
BG-NBD ve Gamma-Gamma ile CLTV Tahmini (Customer Lifetime Value Prediction)
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Apr 1, 2022 - Python
CLTV prediction, BGNBD, Gamma Gamma
data-science machine-learning ai deep-learning ml artificial-intelligence dl cltv bg-nbd gamma-gamma cltv-prediciton
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Nov 6, 2023 - Python
CLTV_customer-lifetime-value-analysis
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Nov 4, 2023 - Python
This project aims to perform customer segmentation and revenue prediction for a gaming company based on customer attributes. The company wants to create persona-based customer definitions and segment customers based on these personas to estimate how much potential customers can generate in revenue.
exploratory-data-analysis segmentation churn-prediction clv cltv rfm rfm-analysis churn-analysis cltv-prediciton recency-frequency-monetary churn-rate
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Oct 9, 2023 - Python
crm segmentation rfm customer-segmentation rfm-analysis crm-analytics bg-nbd gamma-gamma cltv-prediciton
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Oct 6, 2024 - Python
Customer Lifetime Value calculation and prediction analyis by an existing customer dataset with Python.
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Feb 17, 2024 - Python
This project involves performing customer segmentation and RFM (Recency, Frequency, Monetary) analysis on customer data from a retail company. The primary goal is to categorize customers into segments based on their buying behavior and identify potential target groups for marketing campaigns.
segmentation churn-prediction clv cltv rfm rfm-analysis churn-analysis cltv-prediciton recency-frequency-monetary churn-rate
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Oct 9, 2023 - Python
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Jan 19, 2023 - Python
A retail company wants to create a roadmap for its sales and marketing activities. To plan for the medium to long term, the company needs to predict the potential value that existing customers will bring in the future.
segmentation roi churn-prediction cltv churn-analysis bg-nbd gamma-gamma cltv-prediciton churn-rate return-on-investment
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Oct 5, 2023 - Python
CRM Analytics with RFM segmentation, CLTV calculation, and ML (un/supervised) to predict future segmentations.
math datetime clustering numpy scikit-learn exploratory-data-analysis plotly crm pandas data-visualization seaborn xgboost matplotlib lifetimes supervised-machine-learning unsupervised-machine-learning rfm-analysis cltv-prediciton
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Nov 20, 2023 - Python
The main objective of this project is to forecast the Customer Lifetime Value (CLTV) using user and policy data.
deep-neural-networks random-forest linear-regression statistical-analysis lightgbm elasticnet-regression cltv-prediciton
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Feb 21, 2024 - Python
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