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Data Analysis

Rekommenderad

Transform raw data into actionable insights with expert-level statistical rigor, metric definitions, and decision-ready visualization guidance.

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npx clawhub@latest install data-analysis
52Stjärnor
15.9kNedladdningar
271Aktuella installationer
v1.0.0Version
Mar 11, 2026Uppdaterad

Plattformar

linuxdarwinwin32
Visa källkod(ClawHub)

The Data Analysis skill helps you move beyond simple arithmetic to make data-driven decisions. It provides a structured framework for querying databases, generating reports, and automating spreadsheets while ensuring high analytical standards. It is designed to help you analyze, visualize, and explain complex data patterns to stakeholders.

Hur det fungerar

This skill operates on a Methodology First principle. It utilizes a suite of internal reference guides—including metric contracts, chart selection logic, and decision briefs—to ensure every analysis is robust. It follows a strict process: identifying the decision to be made, locking metric definitions, and separating data extraction from interpretation to ensure statistical rigor.

Nyckelfunktioner

Metric Contracts
Standardize KPI definitions, grains, and filters to ensure a single source of truth.
Statistical Rigor Checklist
Automatically verify sample sizes, comparison fairness, and effect significance.
Chart Selection Logic
Guidance on choosing the right visual (trend, distribution, cohort) to answer specific business questions.
Decision-Ready Briefs
Outputs formatted for stakeholders that lead with insights and recommended actions.
Anomaly Detection
Specialized approaches for identifying and flagging unusual data points.

Krav

No External API Keys Required
This skill functions as a methodology and reasoning framework and does not require external service connections to operate.

Användningsfall

KPI Debugging
Investigating unexpected shifts in business metrics to find the root cause.
Experiment Readouts
Analyzing A/B test results to determine statistical significance and practical importance.
Cohort Analysis
Tracking user behavior and retention curves over time to understand lifecycle trends.
Executive Reporting
Translating technical data findings into high-level decision briefs for leadership.

Hur man installerar

1
Run in your terminal
npx clawhub@latest install data-analysis
or
2
Click the Install button at the top of this page for one-click setup

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