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data-cleansing

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Clean data for analysis-ready pipelines.

Data & Analytics#pandas#deduplication#data-transformation#data-quality#data-cleaning#outliers#missing-values
Authorroot-5
Version1.0.0
Installs0

System Documentation

What problem does it solve?

分析やモデリングに適した形式にデータを整形・クリーニングする。

Core Features & Use Cases

  • 欠損値処理: 削除、平均値/中央値補完、予測モデルによる補完など。
  • 異常値処理: クリッピング、除去、変換。
  • データ型変換: カテゴリ変数の適切な型変換、日付型のパース。
  • 重複排除: 重複レコードの確認と削除。
  • 一貫性チェック: 表記ゆれの統一、論理的矛盾の解消。

Quick Start

Run the data cleaning module on your dataset to produce a cleaned, analysis-ready file.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

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Please help me install this Skill:
Name: data-cleansing
Download link: https://github.com/root-5/agentic-ml-pipeline/archive/main.zip#data-cleansing

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