Prompt
Analyze the provided Python script that processes large CSV files for data extraction and transformation. Focus on performance optimization, code readability, and adherence to PEP 8 standards. Provide suggestions for utilizing libraries like Pandas or Dask to enhance efficiency. The code should be well-commented, and the review should be structured in a way that highlights both strengths and areas for improvement, suitable for a team of mid-level developers.