Exploratory Data Analysis
Helps with data, analysis as part of data analysis and analytics workflows workflows.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add ovachiever-exploratory-data-analysis npx -- -y @trustedskills/ovachiever-exploratory-data-analysis
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"ovachiever-exploratory-data-analysis": {
"command": "npx",
"args": [
"-y",
"@trustedskills/ovachiever-exploratory-data-analysis"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
This skill performs exploratory data analysis (EDA) on datasets, generating visualizations and summaries to reveal patterns and insights. It can handle various file formats and produce descriptive statistics, histograms, scatter plots, and correlation matrices. The goal is to provide a comprehensive overview of the dataset's characteristics before further modeling or analysis.
When to use it
- You have a new dataset and need to understand its structure and contents.
- You want to identify potential outliers or anomalies within your data.
- You are preparing data for machine learning models and need to assess feature distributions.
- You're looking for relationships between different variables in the dataset.
- You need a quick summary of key statistical properties of a dataset.
Key capabilities
- Handles various file formats (unspecified)
- Generates descriptive statistics
- Creates histograms
- Produces scatter plots
- Calculates correlation matrices
Example prompts
- "Perform exploratory data analysis on this CSV file and show me the key findings."
- "Generate a histogram of the 'sales' column in my dataset."
- "Create a scatter plot showing the relationship between 'price' and 'quantity'."
Tips & gotchas
The skill requires access to the dataset you want analyzed. Ensure the AI agent has appropriate permissions to read the data file.
Tags
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| Gen Agent Trust Hub | Pass |
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| Snyk | Pass |
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