Data Analysis
by Koshikai
実験データの統計解析と標準的なプロット作成を行うスキル。
Skill Details
Repository Files
1 file in this skill directory
name: data-analysis description: 実験データの統計解析と標準的なプロット作成を行うスキル。
データ解析スキル
このスキルは、AIエージェントが実験結果（outputs/ 配下のCSVやJSON）を読み取り、自動的に統計的な洞察を得るためのものです。
能力
- 基本統計量（平均、標準偏差、外れ値等）の算出
- トレンドラインやヒストグラムの描画
- 実験パラメータと結果の相関分析
指示
- データ特定:
outputs/latest/または指定されたディレクトリから主要な成果物（metrics.json等）を特定してください。 - 解析実行:
uv run poe editを実行してmarimo環境でインタラクティブに解析するか、scripts/analyze_results.pyを用いて自動解析を行ってください。 - 報告: 解析結果や可視化（marimoのエクスポート含む）を
report.mdまたはreport.htmlとして保存し、主要な発見をユーザーに報告してください。
推奨ライブラリ
pandas: 表データ操作matplotlib/seaborn: 可視化scipy: 統計検定
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