recency-frequency-monetary

There are 0 repository under recency-frequency-monetary topic.

faizns / Airline-Customer-Segmentation-Based-on-LRFMC-Model-Using-KMeans
This project focused on applying machine learning to build a clustering model to segment and analyze customer characteristics in the airline industry based on LRFMC scores using K-Means and suggest business strategy recommendations based on the results.
clustering dimentionality-reduction elbow-method kmeans-clustering mechine-learning pca-analysis python recency-frequency-monetary unsupervised-learning
Language:Jupyter Notebook 1
Lefteris-Souflas / SAS-Programming-and-Machine-Learning
Applied SAS techniques for data analysis and machine learning in a milestone project. Base SAS Programming and SAS Viya tools were utilized for preprocessing, customer profiling, sales analysis, promotions, supplier evaluation, and customer segmentation. Results were visualized comprehensively.
customer-profiling data-analytics data-exploration market-basket-analysis pre-processing recency-frequency-monetary sas-machine-learning sas-oda sas-programming sas-studio sas-visual-analytics sas-viya
Language:SAS 1
arpitamangal / customer-spend-behavior-and-social-network
Predicted customer transactions using recency, frequency, spend behaviour and Social Network metrics over lifetime using MLlib
customer-behavior-and-segmentation customer-relationship-management graphframes mlib pyspark recency-frequency-monetary social-network-analysis spend-analysis
Language:Jupyter Notebook 0
erlndofebri / Customer-Lifetime-Value
Our goals here are finding CLV each customer, segement customer using RFM and CLV, and making recommendation
clustering customer-lifetime-value segmentation unsupervised-learning recency-frequency-monetary
Language:Jupyter Notebook 0
leylatulu / FLO-RFM-Analysis
crm-analytics customer-relationship-management recency-frequency-monetary rfm-analysis
Language:Python 0
prajwalDU / customer-segmentation
To Identify Major Customer Segments On Transnational Dataset Using Unsupervised ML Clustering Algorithms
clustering-algorithm dbscan-clustering-algorithm elbow-method hierarchical-clustering k-means-clustering recency-frequency-monetary silhouette-score
Language:Jupyter Notebook 0
REAtes / Customer-Segmentation-and-Revenue-Prediction
This project aims to perform customer segmentation and revenue prediction for a gaming company based on customer attributes. The company wants to create persona-based customer definitions and segment customers based on these personas to estimate how much potential customers can generate in revenue.
cltv cltv-prediciton clv exploratory-data-analysis recency-frequency-monetary rfm rfm-analysis segmentation churn-analysis churn-prediction churn-rate
Language:Python 0
REAtes / Customer-Segmentation-and-RFM-Analysis
This project involves performing customer segmentation and RFM (Recency, Frequency, Monetary) analysis on customer data from a retail company. The primary goal is to categorize customers into segments based on their buying behavior and identify potential target groups for marketing campaigns.
cltv cltv-prediciton clv recency-frequency-monetary rfm rfm-analysis segmentation churn-analysis churn-prediction churn-rate
Language:Python 0
shreyalangar / Customer-Segmentation-Analysis-for-Online-Retail-Store-using-Kmeans-Clustering
customer-segmentation data-analysis data-preprocessing data-visualization elbow-method k-means-clustering recency-frequency-monetary rfm-analysis
Language:Jupyter Notebook 0
dat4action / Machine-Learning-for-Marketing
Cohort and RFM (Recency-Frequency-Monetary) Analysis with Unsupervised Machine Learning models
clustering cohort-analysis kmeans-clustering machine-learning python recency-frequency-monetary
Language:Jupyter Notebook
khlinh2512 / RFM-Analysis
RFM (Recency, Frequency, Monetary) analysis
recency-frequency-monetary rfm rfm-analysis
Language:Jupyter Notebook
simran-padam / sales-analysis
Sales prediction for a segment of product.
feature-engineering pandas propensity-modelling python3 recency-frequency-monetary salesanalysis
Language:Jupyter Notebook

recency-frequency-monetary

faizns / Airline-Customer-Segmentation-Based-on-LRFMC-Model-Using-KMeans

Lefteris-Souflas / SAS-Programming-and-Machine-Learning

arpitamangal / customer-spend-behavior-and-social-network

erlndofebri / Customer-Lifetime-Value

leylatulu / FLO-RFM-Analysis

prajwalDU / customer-segmentation

REAtes / Customer-Segmentation-and-Revenue-Prediction

REAtes / Customer-Segmentation-and-RFM-Analysis

shreyalangar / Customer-Segmentation-Analysis-for-Online-Retail-Store-using-Kmeans-Clustering

dat4action / Machine-Learning-for-Marketing

khlinh2512 / RFM-Analysis

simran-padam / sales-analysis