I optimized the Data class by consolidating file paths into a dictionary, streamlining data loading with a dictionary comprehension, and using os.path.exists() for direct directory checks. I also simplified the multiplication of numerical columns by iterating over ESG-related keys, making the code cleaner and more efficient.
I optimized the
Dataclass by consolidating file paths into a dictionary, streamlining data loading with a dictionary comprehension, and usingos.path.exists()for direct directory checks. I also simplified the multiplication of numerical columns by iterating over ESG-related keys, making the code cleaner and more efficient.