Implement a Python script that automates the cleaning and transformation of raw financial data into a format suitable for analysis. The pipeline should handle missing values, outliers, and date formatting issues. Include a README.md to guide others on how to use the script.
Description:
Implement a Python script that automates the cleaning and transformation of raw financial data into a format suitable for analysis. The pipeline should handle missing values, outliers, and date formatting issues. Include a README.md to guide others on how to use the script.