clustering-analyzer
CommunityUncover hidden patterns in your data.
Data & Analytics#machine learning#data analysis#visualization#segmentation#pattern discovery#clustering
Authordkyazzentwatwa
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill helps you understand the underlying structure of your data by grouping similar data points together, making complex datasets more interpretable.
Core Features & Use Cases
- Multiple Algorithms: Supports K-Means, DBSCAN, and Hierarchical clustering.
- Data Visualization: Generates plots for clusters, dendrograms, and elbow curves.
- Evaluation Metrics: Provides silhouette scores and cluster statistics.
- Use Case: Segment customers based on purchasing behavior to tailor marketing campaigns, or group documents by topic for better organization.
Quick Start
Use the clustering-analyzer skill to load 'customer_data.csv' and perform K-Means clustering with 3 clusters.
Dependency Matrix
Required Modules
scikit-learnpandasnumpymatplotlibscipy
Components
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: clustering-analyzer Download link: https://github.com/dkyazzentwatwa/chatgpt-skills/archive/main.zip#clustering-analyzer Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 223,000+ vetted skills library on demand.