🧭 Data Wrangling & EDA — Quick References

This section provides concise, high-impact reference guides to streamline data wrangling and exploratory data analysis workflows.

Each quick reference distills best practices, logic frameworks, and validation steps into actionable formats, helping analysts make consistent, well-informed decisions while maintaining data quality.

These guides are designed to be modular and reusable, so you can apply them across multiple projects without losing efficiency.

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📂 Available Quick References

• 🧭 EDA Startup QuickRef — Essential first steps for setting up a structured, repeatable EDA process.
• 🧭 Transformations Logic QuickRef — Rules and strategies for applying correct transformations based on variable types and model requirements.
• 🧭 Validation Logic QuickRe — Key validation strategies to ensure data integrity before modeling or reporting.
• 🧭 Wrangling QA QuickRef — Quality assurance checklist for verifying cleaned and transformed datasets.