GitHub topics: clv

Repositories

mrmonkeyman68/-E-Commerce_Sales_Analysis

This project dives deep into the sales, delivery, and customer feedback data of major grocery delivery platforms – Blinkit, Swiggy Instamart, and JioMart. It is designed to showcase my ability to clean, analyze, and visualize data using Microsoft Excel.

Size: 11.7 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

pymc-labs/pymc-marketing

Bayesian marketing toolbox in PyMC. Media Mix (MMM), customer lifetime value (CLV), buy-till-you-die (BTYD) models and more.

Language: Python - Size: 997 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 823 - Forks: 263

ARUNJOGLE/clvpulseplus

CLV PULSE - A DYNAMIC CUSTOMER LIFETIME VALUE PREDICTOR MODEL USING MACHINE LEARNING

Language: JavaScript - Size: 23.4 KB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 4 - Forks: 0

station-10/awesome-marketing-machine-learning

A curated list of awesome machine learning libraries for marketing, including media mix models, multi touch attribution, causal inference and more

Size: 63.5 KB - Last synced at: 3 days ago - Pushed at: 12 months ago - Stars: 102 - Forks: 10

bachmannpatrick/CLVTools

R-Package for estimating CLV

Language: R - Size: 17.1 MB - Last synced at: 9 days ago - Pushed at: 10 days ago - Stars: 56 - Forks: 14

ThomasSavary08/Lyapynov

Python package to compute Lyapunov exponents, covariant Lyapunov vectors (CLV) and adjoints of a dynamical systems.

Language: Jupyter Notebook - Size: 879 KB - Last synced at: 9 days ago - Pushed at: about 1 year ago - Stars: 17 - Forks: 5

sankalp130/Customer-Lifetime-Value-Prediction

By understanding and predicting CLV, PT Asuransi Mobil Sejahtera can make better decisions about how much they should invest in customer acquisition and retention, as well as how they can improve customer satisfaction to increase CLV.

Language: Jupyter Notebook - Size: 2.64 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

Ismat-Samadov/clv_model

customer lifetime value

Language: Python - Size: 18.2 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

tushar2704/CLV-Prediction

The primary goal of the Customer Lifetime Value Project is to develop a robust framework for predicting the potential value that a customer will generate over the course of their relationship with the business. By analyzing historical customer data and behavior, the project aims to create models that can forecast the expected revenue

Language: Jupyter Notebook - Size: 8.23 MB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

1401Dev/Customer-Lifetime-Value-Prediction

A data science project leveraging Python and Scikit-Learn to build predictive models that estimate customer lifetime value (CLV). Includes data cleaning, feature engineering, and model selection to identify key drivers of CLV, supporting strategic decision-making in customer retention and marketing.

Language: Jupyter Notebook - Size: 173 KB - Last synced at: about 2 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

anVSS1/PFE

This project dives deep into customer sales data to uncover valuable insights for business decision-making. It leverages machine learning and time-series forecasting to predict customer churn, forecast product demand, and segment customers based on their purchasing behavior.

Language: Jupyter Notebook - Size: 9.8 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0

nitinjosephrepo/Estimating-Customer-Lifetime-Value-BG-NBD-Model

BG|NBD Model uses binomial probability to determine Customer Life Time Value and the likelihood of which customers are 'alive'

Language: Jupyter Notebook - Size: 53.7 KB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

dixitamol/banking_CLV_CRM

Project for customer management in the Marketing Analytics Department of a large retail bank. The aim of this project is to know which marketing activity effectively retains customers. We have information about individual customer profitability (CLV) and a survey was conducted as well. A research model explaining/predicting individual customer profitability is expected, along with a theoretical rational for these hypotheses and test the hypotheses. Multiple independent variables very tried to come up with some meaningful conclusions.

Size: 3.48 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 5 - Forks: 1

akulumbeg/awesome-clv-models

🎓📚📈 Collection of scientific publications that explore, model and predict customer churn and lifetime value (CLV)

Size: 20.5 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 11 - Forks: 4

valendin/rfm2lstm

Customer Base Analysis with Recurrent Neural Networks

Language: Jupyter Notebook - Size: 19.1 MB - Last synced at: about 1 year ago - Pushed at: about 3 years ago - Stars: 18 - Forks: 2

basel-ay/Customer-Lifetime-Value-Prediction

Clustering and predicting customer lifetime value with machine learning and RFM analysis.

Language: Jupyter Notebook - Size: 8.31 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

RiadBensalem/E-commerce-Sales-Analysis-Pipeline

Create an advanced data engineering pipeline that processes and analyzes sales data from an e-commerce website using Apache Airflow for workflow management and ClickHouse as the high-performance data warehouse.

Language: Jupyter Notebook - Size: 5.72 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

ramachandra742/Data-Science-notebooks

Data Science notebooks

Language: Jupyter Notebook - Size: 15.4 MB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

stillmatic/podcasts

podcast listener analysis

Language: R - Size: 181 KB - Last synced at: over 1 year ago - Pushed at: almost 8 years ago - Stars: 0 - Forks: 0

Shaffilza/CLVLocMarketing

Location-based Marketing for High-Value Customers with Predictive CLV 

Language: Jupyter Notebook - Size: 5.47 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

Reign2121/Customer_Value

Evaluating customer value and targeting

Language: R - Size: 360 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 0

mukulsinghal001/customer-lifetime-prediction-using-python

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 sharing the customer lifetime value prediction using BG-NBD, Pareto, NBD & Gamma Model on top of RFM in Python.

Language: Jupyter Notebook - Size: 4.11 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 84 - Forks: 37