customer-segmentation

There are 29 repositories under customer-segmentation topic.

dittofeed
dittofeed / dittofeed
Open-source customer engagement. Automate transactional and marketing messages across email, SMS, mobile push, WhatsApp, Slack, and more 📨
customer-engagement customer-segmentation email-notification growth javascipt marketing-tools messaging-app messaging-platform nodejs onboarding open-source open-source-customer-engagement push-notifications react self-hosted sms-notifications transactional-emails typescript white-label
Language:TypeScript 2247
retentioneering-tools
retentioneering / retentioneering-tools
Retentioneering: product analytics, data-driven CJM optimization, marketing analytics, web analytics, transaction analytics, graph visualization, process mining, and behavioral segmentation in Python. Predictive analytics over clickstream, AB tests, machine learning, and Markov Chain simulations.
product-analytics user-trajectories-analysis machine-learning predictive-analytics predictive-modeling clickstream business-intelligence segmentation customer-segmentation graph-visualizer user-trajectories web-analytics pandas behaviour-analysis customer-journey-map python library data-visualization machinelearning
Language:Python 853
joaolcorreia / RFM-analysis
Python script (and IPython notebook) to perform RFM analysis from customer purchase history data
rfm-analysis python-script ipython-notebook customer-analytics customer-segmentation
Language:Jupyter Notebook 270
django-crm
DjangoCRM / django-crm
Analytical CRM with Tasks management, Email marketing and many more. Django CRM software app is built for individual use by businesses of any size or freelancers and is designed to provide easy customization and quick development. ✨
crm-system crm sales project-manager contacts-app email-marketing customer customer-segmentation memo sales-analysis django crm-platform django-crm python reports mailing task-list todo-list django-framework django-project
Language:Python 225
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.
clv ltv data-analysis customer-lifetime-value customer-analytics customer-lifetime bg-nbd marketing-analytics machine-learning customer-segmentation ecommerce e-commerce-project e-commerce python
Language:Jupyter Notebook 141
jalajthanaki / Customer_segmentation
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.
customer-analytics customer-segmentation e-commerce-example machine-learning-algorithms predictive-analytics voting-classifier
Language:Jupyter Notebook 134
archd3sai / Instacart-Market-Basket-Analysis
The objective of this project is to analyze the 3 million grocery orders from more than 200,000 Instacart users and predict which previously purchased item will be in user's next order. Customer segmentation and affinity analysis are done to study customer purchase patterns and for better product marketing and cross-selling.
analysis clustering customer-segmentation feature-engineering feature-extraction instacart market-basket-analysis neural-network segmentation xgboost
Language:Jupyter Notebook 81
rfm
rsquaredacademy / rfm
Customer Segmentation using RFM Analysis
rstats rfm-analysis customer-segmentation customer-analytics segmentation
Language:R 61
WLOGSolutions / retail-segmentation-based-marketing-campaing-in-r-and-h2o
Showcase for using H2O and R for scoring for marketing campaign in retail
r showcase marketing-campaigns segmentation auc machine-learning h2oai h2o rstats rsuite customer-segmentation
Language:R 54
DataVisualizationExpert / Customer-Churn-Analysis-using-Power-BI
Unlock actionable insights and boost customer retention with this Power BI project. Analyze and visualize risk factors to proactively prevent churn. ➡️
customer-churn customer-churn-analysis customer-churn-prediction customer-segmentation dashboard dax-expression portfolio power-bi power-bi-dashboard prevention project risk-analysis churn-analysis churn-prediction dashboards powerbi
53
eaglewarrior / Machine-learning
This repository will contain all the stuffs required for beginners in ML and DL do follow and star this repo for regular updates
algorithm clustering customer-segmentation datascience decision-tree-regression deep-learning hacktober hacktoberfest hactoberfest-accepted linear-regression logisitic-regression machine-learning model-selection neural-networks nlp-machine-learning polynomial-regression prediction-model random-forest-regression
Language:Jupyter Notebook 45
Nikhilkohli1 / Olist-Marketing-Analytics
Algorithmic Marketing based Project to do Customer Segmentation using RFM Modeling and targeted Recommendations based on each segment
rfm-analysis recommender-system customer-segmentation cohort-analysis uplift-modeling
Language:Jupyter Notebook 40
klaudia-nazarko / rfm-analysis-python
This repository contains RFM analysis applied to identify customer segments for global retail company and to understand how those groups differ from each other.
python rfm-analysis retail-data customer-segmentation customer-segments data-science
Language:Jupyter Notebook 30
Sarah-2510 / KPMG-Virtual-Internship
This repository contains solutions to the 3 different tasks that must be performed during the data analytics virtual internship provided by KPMG via Forage.
forage kpmg virtual-internship data-quality-assessment power-point power-bi data-analytics data-visualization customer-segmentation
Language:Jupyter Notebook 29
gitakartika / customer-segmentation-analysis-product-recommender-system
Analyse customer segmentation, sentiment on product review, and built a product recommender system
product-recommendation customer-segmentation spatial-analysis market-data marketing-analytics sentiment-analysis heatmap delivery delivery-estimation promo promotion promotion-timing customer-behavior-analysis popular-products
Language:Jupyter Notebook 28
cereniyim / Customer-Segmentation-Unsupervised-ML-Model
Customer-base segmentation over e-commerce sales data
plotly python scikit-learn unsupervised-machine-learning k-means-clustering plotlyjs customer-segmentation
Language:Jupyter Notebook 26
daniel-isidro / customer_segmentation
Customer Segmentation Analysis with RFM, using Python and Power BI.
marketing-analytics sales customer-segmentation
Language:Jupyter Notebook 24
pouyaardehkhani / FinancialAnalysis
This notebook provides some skills to perform financial analysis on economical data.
finance stock-market stock quantitative-finance nlp-machine-learning nlp deep-learning machine-learning clustering time-series-analysis portfolio-asset-allocation capm montecarlo-simulation sentimental-analysis customer-segmentation-analysis customer-segmentation stock-data-visualization
Language:Jupyter Notebook 23
Pegah-Ardehkhani / Customer-Segmentation
Customer Personality Analysis Using Clustering
agglomerative-clustering clustering clustering-algorithms customer-analysis customer-personality-analysis customer-profiling customer-segmentation customer-segmentation-analysis data-science machine-learning python
Language:Jupyter Notebook 22
erenonal / K-means_customer_segmentation
Using K-Means algorithm for customer segmentation due to credit card behavior
python segmentation customer-segmentation k-means-clustering machine-learning hyperparameter-optimization numpy pandas sklearn matplotlib-pyplot
Language:Jupyter Notebook 19
aryashah2k / Datalogy-Customer-Segmentation-Data-Science-Internship
A Repository Maintaining My Summer Internship Work At Datalogy As A Data Science Intern Working On Customer Segmentation Models Using Heirarchical Clustering, K-Means Clustering And Identifying Loyal Customers Based On Creation Of Recency, Frequence, Monetary (RFM) Matrix.
data-science data-visualization clustering clustering-algorithm cluster-analysis kmeans-clustering heirarchical-clustering python python3 internship jupyter-notebook customer-segmentation rfm-analysis data-analysis dataset
Language:Jupyter Notebook 17
deepansh27 / CustomerSegmentation
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
customer-segmentation rfm python3 pandas
Language:Jupyter Notebook 17
mkucz95 / customer_segmentation
Unsupervised ML: Finding Customer Segments in General Population
unsupervised-learning customer-segmentation udacity-data-science-nanodegree principal-components clustering
Language:HTML 16
imsanjoykb / Sales-and-Marketing-Analytics
This repository consists of predicting dynamic pricing, churn predictions using sales and marketing data for understanding users' behaviour.
customer-segmentation customer-lifetime-value churn-prediction predicting-purchase predicting-sales machine-learning market-analysis uplift-modeling market-response-model
Language:Jupyter Notebook 15
alifrmf / Customer-Segmentation-Using-Clustering-Algorithms
Customer Segmentation Using Unsupervised Machine Learning Algorithms
agglomerative-clustering cleaning-data clustering customer-segmentation data data-science dbscan-clustering exploratory-data-analysis feature-importance gaussian-mixture-clustering hirarchical-clustering hyperparameter-selection kmeans-clustering machine-learning-algorithms minibatchkmeans-clustering outlier-analysis python unsupervised-learning feature-selection
Language:Jupyter Notebook 13
mayursrt / customer-segmentation-using-k-means
This is a demonstration of k-means algorithm on customer data of a mall (also known as customer segmentation).
kmeans-clustering customer-segmentation python data-science project
Language:Jupyter Notebook 13
mickaelandrieu / php_customers_segmentation
Can we do Customers Segmentation using PHP and Unsupervized Machine Learning ? Yes we can ! 🤡
php machine-learning customer-segmentation
Language:Jupyter Notebook 13
dittofeed / clickhouse-segments-tutorial
Repository demonstrating how to calculate user segments in Clickhouse.
clickhouse customer-engagement customer-segmentation
Language:TypeScript 12
maj34 / 2022-BigContest
[ 공모전 ] 다각적 모델을 활용한 대출 신청 여부 예측과 고객 군집 별 서비스 메시지 제안 : 이상치 탐지, 머신러닝, 딥러닝 모델
anomaly-detection auto-ml clustering customer-segmentation deep-learning explainable-artificial-intelligence machine-learning
Language:Jupyter Notebook 12
skacem / Marketing-Analytics-Foundations
The python version of the lab exercises from the coursera class Foundation of marketing analytics.
marketing-analytics machine-learning customer-segmentation customer-lifetime-value jupyter-notebook marketing-engineering
Language:Jupyter Notebook 12
sonwanesuresh95 / rfm
Python Package for RFM Analysis and Customer Segmentation
rfm-analysis python customer-segmentation
Language:Python 12
AilingLiu / Machine-Learning-Engineer-Nanodegree-Program-Udacity
Machine Learning Engineer Nanodegree Program On Udacity
udacity-nanodegree customer-segmentation arvato capstone-project
Language:Jupyter Notebook 11
ibrahim-ogunbiyi / Customer-Segmentation
An approach to Customer Segmentation Using ML
customer-segmentation machine-learning numpy pandas plotly matplotlib scipy seaborn
Language:Jupyter Notebook 11
mesudepolat / RFM_ANALYSIS
customer segmentation with rfm
rfm-analysis customer-segmentation
Language:Python 11
ahmadluay9 / Generative-AI-for-Personalized-E-commerce-Customer-Segmentation
This project aims to utilize Generative AI for the next marketing strategy in the case of e-commerce customer segmentation.
clustering customer-segmentation generative-ai langchain openai
Language:Jupyter Notebook 10
AyushiAsthana18 / RFM-Analysis
This repository contains the "RFM Analysis" for a Sales Data of a Retailer in SQL. This is part of my Data Science Portfolio Projects
customer-segmentation data-science descriptive-analysis rfm-analysis sql sql-server statistics e-commerce marketing retail
Language:TSQL 10

customer-segmentation

dittofeed / dittofeed

retentioneering / retentioneering-tools

joaolcorreia / RFM-analysis

DjangoCRM / django-crm

mukulsinghal001 / customer-lifetime-prediction-using-python

jalajthanaki / Customer_segmentation

archd3sai / Instacart-Market-Basket-Analysis

rsquaredacademy / rfm

WLOGSolutions / retail-segmentation-based-marketing-campaing-in-r-and-h2o

DataVisualizationExpert / Customer-Churn-Analysis-using-Power-BI

eaglewarrior / Machine-learning

Nikhilkohli1 / Olist-Marketing-Analytics

klaudia-nazarko / rfm-analysis-python

Sarah-2510 / KPMG-Virtual-Internship

gitakartika / customer-segmentation-analysis-product-recommender-system

cereniyim / Customer-Segmentation-Unsupervised-ML-Model

daniel-isidro / customer_segmentation

pouyaardehkhani / FinancialAnalysis

Pegah-Ardehkhani / Customer-Segmentation

erenonal / K-means_customer_segmentation

aryashah2k / Datalogy-Customer-Segmentation-Data-Science-Internship

deepansh27 / CustomerSegmentation

mkucz95 / customer_segmentation

imsanjoykb / Sales-and-Marketing-Analytics

alifrmf / Customer-Segmentation-Using-Clustering-Algorithms

mayursrt / customer-segmentation-using-k-means

mickaelandrieu / php_customers_segmentation

dittofeed / clickhouse-segments-tutorial

maj34 / 2022-BigContest

skacem / Marketing-Analytics-Foundations

sonwanesuresh95 / rfm

AilingLiu / Machine-Learning-Engineer-Nanodegree-Program-Udacity

ibrahim-ogunbiyi / Customer-Segmentation

mesudepolat / RFM_ANALYSIS

ahmadluay9 / Generative-AI-for-Personalized-E-commerce-Customer-Segmentation

AyushiAsthana18 / RFM-Analysis