correlation-explorer
CommunityUncover data relationships with ease.
Authordkyazzentwatwa
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill helps users understand the relationships between different variables within their datasets, making it easier to identify patterns and make informed decisions.
Core Features & Use Cases
- Correlation Matrix: Computes pairwise correlations between all numeric columns.
- Visualization: Generates heatmaps for intuitive understanding of correlations.
- Significance Testing: Provides p-values to assess the statistical significance of correlations.
- Use Case: A data analyst can use this Skill to quickly identify which marketing channels are most strongly correlated with sales figures, or to detect multicollinearity among features before building a predictive model.
Quick Start
Load your data from 'sales_data.csv' and generate a correlation heatmap saved as 'correlation_heatmap.png'.
Dependency Matrix
Required Modules
pandasnumpyscipymatplotlibseaborn
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: correlation-explorer Download link: https://github.com/dkyazzentwatwa/chatgpt-skills/archive/main.zip#correlation-explorer 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.