data-science-eda

SKILL.md

Use this skill for understanding datasets before modeling: profiling distributions, detecting anomalies, identifying relationships, and assessing data quality.

| Automated profiling | ydata-profiling / pandas-profiling | Fast comprehensive reports | | Interactive exploration | ipywidgets + plotly | Drill-down capability | | Statistical tests | scipy.stats | Normality, correlations | | Large datasets | Polars + lazy | Memory-efficient |

Exploratory Data Analysis (EDA): profiling, visualization, correlation analysis, and data quality checks. Use when understanding dataset structure, distributions, relationships, or preparing for feature engineering and modeling. Source: legout/data-platform-agent-skills.

Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/legout/data-platform-agent-skills --skill data-science-eda Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code or Cursor

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