Projects in Awesome Lists tagged with rfm-analysis

https://github.com/joaolcorreia/rfm-analysis

Python script (and IPython notebook) to perform RFM analysis from customer purchase history data

customer-analytics customer-segmentation ipython-notebook python-script rfm-analysis

Last synced: 17 Dec 2024

https://github.com/Nikhilkohli1/Digital-Marketing-Analytics

This contains projects based on Algorithmic Marketing like Marketing Mix Modeling, Attribution Modeling & Budget Optimization, RFM Analysis, Customer Segmentation, Recommendation Systems, and Social Media Analytics

attribution-model digital-marketing-analytics marketing-dashboard marketing-mix-modeling rfm-analysis uplift-modeling

Last synced: 27 Nov 2024

https://github.com/rsquaredacademy/rfm

Tools for Customer Segmentation using RFM Analysis

customer-analytics customer-segmentation rfm-analysis rstats segmentation

Last synced: 19 Dec 2024

https://github.com/sonwanesuresh95/rfm

Python Package for RFM Analysis and Customer Segmentation

customer-segmentation python rfm-analysis

Last synced: 13 Nov 2024

https://github.com/egemenzeytinci/neo4j-example

Creating a graph using e-commerce data and make a RFM analysis

cql graph neo4j rfm rfm-analysis

Last synced: 20 Oct 2024

https://github.com/soumya6tiwari/customer-segmentation-using-rfm-analysis

This project focuses on customer segmentation using RFM (Recency, Frequency, Monetary) analysis and K-Means clustering. It enables businesses to identify high-value customers, optimize marketing strategies, and improve customer retention through data-driven insights.

backend clustering flask frontend kmeans-clustering matplotlib numpy pandas python rfm-analysis scikit-learn unsupervised-learning

Last synced: 21 Dec 2024

https://github.com/rsquaredacademy/r2academy

Easily install and load all Rsquared Academy R packages.

inferential-statistics logistic-regression ols-regression rfm-analysis summary-statistics

Last synced: 19 Dec 2024

https://github.com/md-emon-hasan/ml-project-customer-segmentation

📈 Implementing clustering algorithms, it provides valuable insights that can targeted marketing strategies, improve customer relationship management.

analytics churn-prediction custom-elements customer-segmentation kmeans-clustering marketing-analytics rfm rfm-analysis

Last synced: 13 Nov 2024

https://github.com/mattdelaune/retail_rfm_analysis

Power BI multi-page report leveraging advanced data visualization for RFM analysis. Delivers deep analytical insights into customer behavior, engagement, and spending patterns, driving strategic business decisions.

data-analysis dax powerbi report rfm-analysis sales-data visualization

Last synced: 08 Nov 2024

https://github.com/mftnakrsu/cltv_customer-lifetime-value-analysis

CLTV_customer-lifetime-value-analysis

ai cltv cltv-prediciton crm data-science deep-learning machine-learning rfm rfm-analysis

Last synced: 22 Nov 2024

https://github.com/datalopes1/olist_rfv

Uma análise RFV utilizando os dados do dataset Brazilian E-Commerce Public Dataset by Olist disponível no Kaggle

kmeans kmeans-clustering python rfm-analysis

Last synced: 07 Dec 2024

https://github.com/ngangawairimu/clv-rfm-and-customer-segmentation-analysis

This project performs cohort analysis to estimate Customer Lifetime Value (CLV) by analyzing weekly revenue and user registrations over 12 weeks, forecasting future revenue, and providing actionable insights for marketing and business strategy.

bigquery clv-analysis cohort-analysis customer-segmentation excel rfm-analysis

Last synced: 09 Nov 2024

https://github.com/ngangawairimu/customer-lifetime-value-and-rfm-analysis

This project performs cohort analysis to estimate Customer Lifetime Value (CLV) by analyzing weekly revenue and user registrations over 12 weeks, forecasting future revenue, and providing actionable insights for marketing and business strategy.

clv-analysis cohort-analysis customer-segmentation rfm-analysis

Last synced: 30 Nov 2024

https://github.com/anhvu2201/customer_segmentation_by_rfm_analysis

Process data through sequential steps to implement customer segmentation evaluation in a retail business. Furthermore, analyze customer segments categorized based on the contribution to revenue, their quantity & value in order to deliver specific marketing plans for each group.

marketing-analytics python-3 rfm-analysis

Last synced: 22 Dec 2024

https://github.com/easonlai/customer_segmentation_with_rfm_k-means

This is a code sample repository to leverage the famous Online Retail dataset by UCI Machine Learning Library to perform Customer Segmentation with RFM Modelling and perform clustering by K-Means cluster algorithm.

customer-segmentation k-means k-means-clustering k-means-implementation-in-python python python3 retail rfm rfm-analysis

Last synced: 10 Nov 2024

https://github.com/sdrttnclskn/r-rfm-model

Elektrik verisi ile müşteri skorlama model çalışmaları.

knn-algorithm r-programming rfm rfm-analysis rscript rstudio

Last synced: 11 Nov 2024

https://github.com/arjunan-k/customer_segmentation

Explored the sales data of a retail company using SQL and performed customer segmentation by RFM technique.

customer-segmentation rfm-analysis sql

Last synced: 11 Nov 2024

https://github.com/anhvu2201/rfm-analysis

RFM Analysis using Python for analyzing customers based on their most recent purchase, transaction frequency, and spending value, helping businesses identify high-value customer segments and optimize marketing strategies more effectively.

marketing-analytics python-3 rfm-analysis

Last synced: 24 Nov 2024

https://github.com/kimaruthagna/segmente

A journey through understanding customer segmentation using python with the general goal of encouraging data driven decision making

clustering crosstab customer-segmentation data-science data-visualization knn-classification lifetime-value pandas rfm-analysis seaborn

Last synced: 24 Nov 2024

https://github.com/mftnakrsu/crm-rfm-analysis

CRM-RFM-Analysis

ai crm data data-analysis data-science deep-learning machine-learning python rfm rfm-analysis

Last synced: 22 Nov 2024

https://github.com/mehrab-kalantari/supermarket-customers-clustering

Supermarket customers clustering using k-means, DBScan, hierarchical clustering and RFM analysis

dbscan-clustering hierarchical-clustering k-means-clustering machine-learning rfm-analysis t-sne unsupervised-learning

Last synced: 15 Nov 2024

https://github.com/samruddhi3012/rfm-sales-analysis

Hi there! In this project I have performed Sales Analysis (RFM Analysis) using SQL and Tableau.

data-analysis data-visualization mssqlserver rfm-analysis segmentation tableau

Last synced: 17 Nov 2024

https://github.com/thanhloc81/rfm-model-project

✨ Build a flow to deploy Segmentation evaluation through Python programming.

customer-segmentation numpy pandas python rfm-analysis

Last synced: 08 Nov 2024

https://github.com/datalopes1/warehouse_rfv

Neste projeto será realizada uma análise do tipo RFV (Recência, Frequência e Valor) com dados que encontrei neste video no Youtube do canal Jie Jenn.

analise-rfv data-analysis data-science kmeans python rfm-analysis

Last synced: 07 Dec 2024

https://github.com/gakas14/online_retail

Perform customer segmentation using RFM analysis. The resulting segments can be ordered from most valuable (highest recency, frequency, and value) to least valuable (lowest recency, frequency, and value).

cohort-analysis kmeans-clustering retail rfm-analysis tableau

Last synced: 08 Nov 2024