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Clustering Algorithm Visualizer

Watch data organize itself like friend groups at a party! Learn K-means, DBSCAN, and Hierarchical clustering through interactive visualization - no coding needed!

πŸ€” What Is Clustering?

Think of organizing your music playlist by mood - that's clustering!

Clustering finds natural groups in data, like how birds flock together or galaxies form clusters in space.

πŸ›οΈ
Customer Segmentation
Group shoppers by behavior for targeted marketing
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Medical Diagnosis
Identify disease patterns in patient data
🎬
Content Recommendation
Netflix & Spotify suggestions based on taste
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Image Recognition
Organize photos by faces, objects, or scenes
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Social Networks
Find communities and friend groups
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Scientific Research
Discover patterns in DNA, stars, or climate data

πŸš€ Quick Start

🎯 Algorithm

K = 3
Data Points: 0
Clusters Found: 0
Algorithm: K-Means

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Welcome to Clustering Visualizer! πŸŽ‰

First time here? Perfect!

In just 3 minutes, you'll be organizing data like a pro!

No machine learning experience needed!

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Step 1 of 4

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