The original dataset consists of 2,364 rows of comprehensive financial data sourced from 237 leading public companies in the United States. It includes a wide array of financial ratios, profitability metrics, and annual growth indicators. After a rigorous process of feature selection, outlier handling, and data cleaning, the final working dataset used for this analysis… See the full description on the dataset page: https://huggingface.co/datasets/Matanech/us-stock-financial-ratios-EDA.