data-exploration-visualization
CommunityAutomated data exploration and visualization workflows.
Authorliangdabiao
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill automates data exploration and visualization, delivering a complete EDA-to-report workflow with intelligent diagnostics, professional charts, and HTML reports suitable for data-driven decision-making.
Core Features & Use Cases
- Smart EDA: Data quality checks, descriptive statistics, and correlations with insights.
- Professional Visualizations: Distribution plots, box plots, heatmaps, ROC/Confusion matrices, and interactive charts.
- Reporting: HTML reports with narrative insights and templates for medical, finance, or retail data.
- Modeling & Evaluation: Automated modeling and evaluation workflows for quick prototypes.
Quick Start
Load a dataset, run automated EDA, generate charts, and export a comprehensive HTML report.
Dependency Matrix
Required Modules
pandasnumpymatplotlibseabornplotlyscikit-learnxgboostjinja2
Components
scripts
💻 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: data-exploration-visualization Download link: https://github.com/liangdabiao/claude-data-analysis-ultra-main/archive/main.zip#data-exploration-visualization Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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