Runs a structured exploratory data analysis on a tabular dataset (CSV / Excel / Parquet / DataFrame) and produces a readable EDA report with shape, dtypes, missingness, distributions, correlations, outliers, and target relationships. Use whenever the user hands over a dataset and wants to "explore",
Runs a structured exploratory data analysis on a tabular dataset (CSV / Excel / Parquet / DataFrame) and produces a readable EDA report with shape, dtypes, missingness, distributions, correlations, outliers, and target relationships. Use whenever the user hands over a dataset and wants to "explore", "profile", "understand", "sanity-check", or "look at" it before modeling — even if they don't say t