Found 41 repositories(showing 30)
sandiindika
A data science project for customer segmentation using K-Medoids and PCA. Analyzing the "Customer Personality Analysis" dataset from Kaggle to identify customer archetypes and enable targeted marketing strategies.
This project explores predictive customer analytics in the e-commerce industry using the Customer Personality Analysis Dataset. By combining exploratory data analysis, supervised learning, and unsupervised segmentation techniques, it aims to uncover hidden patterns in user demographics, purchasing behaviors, and marketing responses.
Anusha-Savaram
‘Customer Segmentation- Know your customer’ is a customer personality Analysis- an attempt to understand the customers, their consumption, spending behavior by profiling the clusters achieved using K-Means and PCA.
tiwariprasoon
Customer segmentation is an important technique for developing marketing strategies. It helps in better targeting and positioning customers with the company's offerings. We can perform customer personality analysis by observing their demographics and preferences.
nbilasals
Segment customers by behavior and demographics using clustering algorithms. Retain long-time loyal customers for greater impact on company success. Data from Kaggle's "Customer Personality Analysis." Utilizes K-Means Clustering, DBScan, and Agglomerative Algorithm for segmentation.`
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nitinsahu0488
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Customer segmentation based on Kaggle dataset
atharva-ghadge
Segmented customers based on demographics and purchase behavior using K-Means, Hierarchical, and DBSCAN clustering. Performed EDA, extracted insights, and deployed an interactive Streamlit app for real-time analysis and marketing strategy optimization.
StephanieZhangWQ
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Customer Personality Analysis and Segmentation using K-Means Clustering Algorithm
This project is a detailed analysis of consumers' behavior, which helps a business to modify its product based on its target customers from different types of customer segments.
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Analysis of customer data to segment profiles and predict behavior patterns using advanced modeling techniques.
Gaurav-derry
Segmentation of Customer and Personality Analysis
amisamirkumar24
Segmentation of Customer and Personality Analysis
FaresGh1997
Customer Personality Analysis and Customer Segmentation using EDA and Clustering Techniques
pratikmore21
Customer Segmentation using KMeans, PCA and Streamlit for customer personality analysis
eduardoperorck
Exploratory data analysis and customer personality segmentation using machine learning
MuhsinaShehzad
Customer Personality Analysis Dashboard in Tableau – Visualizing customer behavior and segmentation using interactive dashboards.
self-controller
Data analysis of a customer personality segmentation and created business decisions accordingly.
msherif104
Customer segmentation and personality analysis using K-Means clustering to identify marketing personas.
ElenaPr0
Customer segmentation for a company. Customer Personality Analysis. Comparison of 3 clustering algorithms and selection of the best model.
ShubhamNarula09
Customer segmentation and personality analysis for a grocery retailer using K-Means clustering, EDA, and actionable business insights