Exploratory Data Analysis (EDA)

Systematically explore and understand datasets before formal analysis.

When to Use

• User provides a data file for analysis (CSV, Excel, HDF5, etc.)
• User asks to "explore", "analyze", or "summarize" data
• Starting the ANALYSIS phase of a research project
• Before running formal statistical tests
• Assessing data quality and completeness
• Understanding data distributions and relationships
• Identifying outliers and anomalies

EDA Workflow