Data Analyzer
by Shin0205go
データ分析と可視化を行うスキル
Skill Details
Repository Files
1 file in this skill directory
name: data-analyzer displayName: Data Analyzer description: データ分析と可視化を行うスキル allowed-tools:
- filesystem__read_file
- filesystem__read_text_file
- filesystem__read_multiple_files
- filesystem__write_file
- filesystem__edit_file
- filesystem__list_directory
- filesystem__directory_tree
- filesystem__search_files
- filesystem__get_file_info
- filesystem__create_directory allowedRoles:
- analyst
- data-scientist
- admin
- "*"
Data Analyzer Skill
このスキルはデータ分析と可視化を支援します。
機能
- CSV/JSON データの読み込みと解析
- 統計分析（平均、中央値、標準偏差など）
- データの可視化（グラフ生成）
- データクレンジングと前処理
対応データ形式
- CSV（カンマ区切り）
- TSV（タブ区切り）
- JSON
- Excel（.xlsx）
- Parquet
分析機能
基本統計
- 記述統計量の算出
- 相関分析
- 分布分析
データ前処理
- 欠損値の処理
- 外れ値の検出
- データ型の変換
- 正規化・標準化
可視化
- 棒グラフ
- 折れ線グラフ
- 散布図
- ヒストグラム
- ヒートマップ
使用方法
- 分析対象のデータソースを指定
- 分析タイプを選択（基本統計、相関分析など）
- 結果の出力形式を指定（テーブル、グラフなど）
注意事項
allowedRoles: ["*"]により、全ロールがこのスキルを使用可能です- 大規模データセット（100万行以上）は分割処理を推奨します
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