customer-segmentation

There are 28 repositories under customer-segmentation topic.

dittofeed
dittofeed / dittofeed
Automate messages across email, SMS, webhooks, & native mobile push 📨 💬 📧
growth growth-eng open-source typescript javascipt marketing-automation customer-engagement customer-segmentation email-notification messaging-app nodejs onboarding push-notifications react sms-notifications self-hosted
Language:TypeScript 1087
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.
behaviour-analysis business-intelligence clickstream customer-journey-map customer-segmentation data-visualization graph-visualizer library machine-learning machinelearning pandas predictive-analytics predictive-modeling product-analytics python segmentation user-trajectories user-trajectories-analysis web-analytics
Language:Python 767
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 262
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-segmentation customer-analytics e-commerce-example machine-learning-algorithms voting-classifier predictive-analytics
Language:Jupyter Notebook 128
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.
bg-nbd clv customer-analytics customer-lifetime customer-lifetime-value customer-segmentation data-analysis e-commerce e-commerce-project ecommerce ltv machine-learning marketing-analytics python
Language:Jupyter Notebook 123
rfm
rsquaredacademy / rfm
Tools for Customer Segmentation using RFM Analysis
rstats rfm-analysis customer-segmentation customer-analytics segmentation
Language:R 58
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.
market-basket-analysis instacart analysis segmentation clustering feature-engineering feature-extraction customer-segmentation xgboost neural-network
Language:Jupyter Notebook 57
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 55
ugis22 / clustering_analysis
Performs an exploratory analysis on a dataset containing information about shop customers. Check that the assumptions K-means makes are fulfilled. Apply K-means clustering algorithm in order to segment customers.
clustering kmeans-clustering machine-learning customer-segmentation data-science tech
Language:Jupyter Notebook 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 42
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 33
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 30
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 24
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 23
daniel-isidro / customer_segmentation
Customer Segmentation Analysis with RFM, using Python and Power BI.
marketing-analytics sales customer-segmentation
Language:Jupyter Notebook 22
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 22
Pegah-Ardehkhani / Customer-Segmentation
Customer Personality Analysis Using Clustering
agglomerative-clustering clustering clustering-algorithms customer-profiling customer-segmentation customer-segmentation-analysis data-science machine-learning python customer-analysis customer-personality-analysis
Language:Jupyter Notebook 18
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 18
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 17
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 16
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
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
15
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 14
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
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
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
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 11
mesudepolat / RFM_ANALYSIS
customer segmentation with rfm
rfm-analysis customer-segmentation
Language:Python 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 10
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 10
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 10
sonwanesuresh95 / rfm
Python Package for RFM Analysis and Customer Segmentation
rfm-analysis python customer-segmentation
Language:Python 10
Stuart-D-King / homer_segmentation
Customer segmentation using k-modes unsupervised clustering
unsupervised-clustering k-modes python customer-segmentation data-analysis
Language:HTML 10
azeezat123 / Customer-Segmentation-Analysis
Pickl.AI’s Datathon - 4
business-analytics customer-analytics customer-segmentation
9
siddharth271101 / K-means-clustering-using-RFM-variables
Segmented customers based on Recency,Frequency & Monetary Value (RFM) metrics using K-means clustering algorithm
customer-segmentation rfm-analysis kmeans-clustering
Language:Jupyter Notebook 9

customer-segmentation

dittofeed / dittofeed

retentioneering / retentioneering-tools

joaolcorreia / RFM-analysis

jalajthanaki / Customer_segmentation

mukulsinghal001 / customer-lifetime-prediction-using-python

rsquaredacademy / rfm

archd3sai / Instacart-Market-Basket-Analysis

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

ugis22 / clustering_analysis

eaglewarrior / Machine-learning

Nikhilkohli1 / Olist-Marketing-Analytics

Sarah-2510 / KPMG-Virtual-Internship

cereniyim / Customer-Segmentation-Unsupervised-ML-Model

klaudia-nazarko / rfm-analysis-python

daniel-isidro / customer_segmentation

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

Pegah-Ardehkhani / Customer-Segmentation

pouyaardehkhani / FinancialAnalysis

erenonal / K-means_customer_segmentation

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

mkucz95 / customer_segmentation

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

deepansh27 / CustomerSegmentation

mayursrt / customer-segmentation-using-k-means

mickaelandrieu / php_customers_segmentation

maj34 / 2022-BigContest

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

alifrmf / Customer-Segmentation-Using-Clustering-Algorithms

mesudepolat / RFM_ANALYSIS

ibrahim-ogunbiyi / Customer-Segmentation

imsanjoykb / Sales-and-Marketing-Analytics

skacem / Marketing-Analytics-Foundations

sonwanesuresh95 / rfm

Stuart-D-King / homer_segmentation

azeezat123 / Customer-Segmentation-Analysis

siddharth271101 / K-means-clustering-using-RFM-variables