Statistical Analysis
Analyzes user interface data to identify trends, anomalies, and areas for A/B testing optimization on Davila7 frontends.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add davila7-statistical-analysis npx -- -y @trustedskills/davila7-statistical-analysis
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"davila7-statistical-analysis": {
"command": "npx",
"args": [
"-y",
"@trustedskills/davila7-statistical-analysis"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
This skill enables AI agents to perform statistical analysis on datasets, including calculating descriptive statistics, conducting hypothesis tests, and generating visualizations. It supports integration with common data formats like CSV and JSON, making it useful for data-driven decision-making in frontend applications.
When to use it
- Analyzing user behavior data from a web application to identify trends.
- Validating the significance of A/B test results before deploying new features.
- Generating charts or graphs directly within a frontend interface using statistical insights.
Key capabilities
- Descriptive statistics (mean, median, standard deviation)
- Hypothesis testing (t-tests, chi-square tests)
- Data visualization (charts and graphs)
- Support for CSV and JSON data formats
Example prompts
- "Calculate the average session duration from this user activity log."
- "Run a t-test to compare conversion rates between two versions of a landing page."
- "Generate a histogram showing the distribution of user scores in this dataset."
Tips & gotchas
- Ensure your data is clean and formatted correctly before analysis.
- Some advanced statistical methods may require additional libraries or backend integration for full functionality.
Tags
TrustedSkills Verification
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Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
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Passed automated security scans.