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root-cause-investigation

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Uncover the true drivers behind metric changes.

Data & Analytics#metrics#reporting#data-analysis#root-cause#drill-down#hypothesis-testing
Authornimrodfisher
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Systematic root-cause analysis for unexpected metric changes by identifying primary drivers, validating hypotheses, and producing actionable explanations.

Core Features & Use Cases

  • Baseline comparison & trend visualization to detect anomalies and contextualize the change.
  • Drill-down by dimensions (e.g., geography, channel, device) to surface contributing segments.
  • Hypothesis testing & correlation checks to validate explanations and quantify impact.
  • Automated investigation report with clear recommendations and supporting evidence.

Quick Start

Provide a structured root-cause analysis for the observed metric change using the provided data.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 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: root-cause-investigation
Download link: https://github.com/nimrodfisher/data-analytics-skills/archive/main.zip#root-cause-investigation

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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