bachmannpatrick/CLVTools

R-Package for estimating CLV

Language: R - Size: 11.6 MB - Last synced: 26 days ago - Pushed: about 2 months ago - Stars: 53 - Forks: 14

ColtAllen/btyd Fork of CamDavidsonPilon/lifetimes

Buy Till You Die and Customer Lifetime Value statistical models in Python.

Language: Python - Size: 7.06 MB - Last synced: 26 days ago - Pushed: 27 days ago - Stars: 112 - Forks: 8

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: 221 MB - Last synced: 30 days ago - Pushed: 30 days ago - Stars: 531 - Forks: 110

Rindhujatreesa/customer-lifetime-value-prediction-for-auto-insurance-companies

Predicted clv making it easier for the auto-insurance companies to decide on the premiums of their incoming clients and thus balance the total risk in the market

Language: Jupyter Notebook - Size: 10.1 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

arnavv-agarwal/Customer-Lifetime-Value-Analysis-Door-Bell

A Python project examining customer lifetime value (CLV) for Door Bell, Inc. This analysis investigates the influence of autopay on customer retention, providing valuable insights for strategic marketing decisions.

Language: Jupyter Notebook - Size: 489 KB - Last synced: 20 days ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

marmiskarian/Survival-Analysis

Built a customer lifetime value (CLV) model using parametric models.

Language: Jupyter Notebook - Size: 466 KB - Last synced: 2 months ago - Pushed: 10 months ago - Stars: 0 - Forks: 0

l-vicen/Marketing-Campaign-Planner

Marketing Campaign Planner based on a Markov Decision Process.

Language: Python - Size: 192 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 1

jalajthanaki/Customer_lifetime_value_analysis

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

Language: Jupyter Notebook - Size: 21.5 MB - Last synced: 4 months ago - Pushed: about 6 years ago - Stars: 43 - Forks: 24

gknox79/customer-analytics

This repo hosts the course content of Customer Analytics, taught at Tilburg University by George Knox last taught Fall 2022.

Language: HTML - Size: 48.8 MB - Last synced: 2 months ago - Pushed: over 1 year ago - Stars: 9 - Forks: 15

rtimbro185/syr_mads_mar653_marketing_analytics

Syracuse University, Masters of Applied Data Science - MAR 653 Marketing Analytics

Language: HTML - Size: 50.8 MB - Last synced: 6 months ago - Pushed: about 4 years ago - Stars: 6 - Forks: 2

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: 4 months ago - Pushed: 4 months ago - Stars: 11 - Forks: 4

nissim-panchpor/Multivariate-Analysis-of-Paid-Search-Advertising-data-for-hotels

Size: 3.1 MB - Last synced: 8 months ago - Pushed: over 6 years ago - Stars: 1 - Forks: 1

erlndofebri/Customer-Lifetime-Value

Our goals here are finding CLV each customer, segement customer using RFM and CLV, and making recommendation

Language: Jupyter Notebook - Size: 2.92 MB - Last synced: 8 months ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 1

kk289/Predicting-Customer-Lifetime-Value_CLV

Predicting Customer Lifetime Value

Language: Python - Size: 15.6 KB - Last synced: 9 months ago - Pushed: almost 4 years ago - Stars: 3 - Forks: 0

kk289/Customer-Lifetime-Value_CLV

Language: Jupyter Notebook - Size: 64.5 KB - Last synced: 9 months ago - Pushed: about 4 years ago - Stars: 0 - Forks: 0

a-memme/Customer_Churn_and_CLTV

BG/NBD and Gamma Gamma probabilistic models to evaluate and predict customer churn, retention, and lifetime value of an e-commerce business

Language: Jupyter Notebook - Size: 2.51 MB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 1 - Forks: 0

Willofd101/ziln_cltv

A python package to train & evaluate Customer Lifetime Value(CLTV) models using Neural Networks & ZILN loss(developed by google)

Language: Python - Size: 94.7 KB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 12 - Forks: 0

dfadeeff/CLTV

Language: Jupyter Notebook - Size: 57.6 KB - Last synced: 11 months ago - Pushed: about 4 years ago - Stars: 3 - Forks: 0

fredyyyya/Customer-Segmentation-and-CLV-Project

Language: Jupyter Notebook - Size: 21.6 MB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 0 - Forks: 0

AmirMotefaker/Customer-Lifetime-Value-Analysis

Customer lifetime value analysis is used to estimate the total value of customers to the business over the lifetime of their relationship. It helps businesses make data-driven decisions on how to allocate their resources and improve their customer relationships.

Language: Jupyter Notebook - Size: 784 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

leylatulu/FLO-CLTV-Prediction

Language: Python - Size: 7.81 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

nickymind/Ciencia-de-Datos-ITBA

Trabajo Final correspondiente a la Especialización en Ciencia de Datos ITBA 2019

Language: Jupyter Notebook - Size: 781 KB - Last synced: 3 months ago - Pushed: over 1 year ago - Stars: 0 - 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: over 1 year ago - Pushed: over 1 year ago - Stars: 84 - Forks: 37

imsanjoykb/Sales-and-Marketing-Analytics

This repository consists of predicting dynamic pricing, churn predictions using sales and marketing data for understanding users' behaviour.

Language: Jupyter Notebook - Size: 19.8 MB - Last synced: over 1 year ago - Pushed: over 3 years ago - Stars: 5 - Forks: 3

adiag321/Customer-Lifetime-Value-Prediction

In this project we predict the Customer Lifetime Value (CLV) for an Automobile Insurance Company in USA.

Language: Jupyter Notebook - Size: 1010 KB - Last synced: over 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

sibylhe/clv

CLV prediction with BG/NBD model, xgboost, lightgbm

Language: Jupyter Notebook - Size: 735 KB - Last synced: over 1 year ago - Pushed: over 3 years ago - Stars: 8 - Forks: 4

zander1268/custorama

This project creates a user-friendly customer lifetime value (CLV) prediction engine able to take in transaction data and return important CLV predictions with a high degree of accuracy for a merchant's entire customer base and individual customers over a selected period of time in the future.

Language: Jupyter Notebook - Size: 81.9 MB - Last synced: over 1 year ago - Pushed: almost 2 years ago - Stars: 1 - Forks: 0

dinachoir/CRM-Strategy-Development

Propose CRM strategies by segmenting customers into clusters and identifying purchase patterns and give recommendations separately for each group.

Language: Jupyter Notebook - Size: 1.64 MB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

KelvinLam05/modelling_customers_lifetime_value

Calculate CLV using the BG/NBD and Gamma-Gamma models.

Language: Jupyter Notebook - Size: 2.57 MB - Last synced: over 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

99sbr/Predictive-Customer-Analytics

Understanding the customer life cycle Acquiring customer data Applying big data concepts to your customer relationships Finding high propensity prospects Upselling by identifying related products and interests Generating customer loyalty by discovering response patterns Predicting customer lifetime value (CLV) Identifying dissatisfied customers Uncovering attrition patterns Applying predictive analytics in multiple use cases Designing data processing pipelines Implementing continuous improvement

Language: Jupyter Notebook - Size: 128 KB - Last synced: over 1 year ago - Pushed: over 3 years ago - Stars: 3 - Forks: 1

ajinkyapuar/customer-lifetime-value

Size: 1.95 KB - Last synced: over 1 year ago - Pushed: about 3 years ago - Stars: 0 - Forks: 0

pablo-tech/CustomerLifetimeValue

Customer Lifetime Value estimation model

Language: HTML - Size: 8.7 MB - Last synced: 12 months ago - Pushed: almost 4 years ago - Stars: 0 - Forks: 0

saulventura/BTYD

Measuring Customer Lifetime Value through Buy Till You Die (BTYD) model

Language: R - Size: 8.22 MB - Last synced: over 1 year ago - Pushed: over 4 years ago - Stars: 0 - Forks: 1