탐색적 데이터 분석

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Exploratory Data Analysis Overview Perform comprehensive exploratory data analysis (EDA) on scientific data files across multiple domains. This skill provides automated file type detection, format specific analysis, data quality assessment, and generates detailed markdown reports suitable for documentation and downstream analysis planning. Key Capabilities: Automatic detection and analysis of 200+ scientific file formats Comprehensive format specific metadata extraction Data quality and integrity assessment Statistical summaries and distributions Visualization recommendations Downstream analysis suggestions Markdown report generation When to Use This Skill Use this skill when: User provides …