Let's get started by gathering all the historical trade data. This task is crucial because without accurate data, our entire performance attribution process could be led astray. Are you ready to dig into the archives and fetch those files? Ensure you have all the tools you need and keep a sharp eye out for any potential data discrepancies. By the end of this task, you'll have a solid foundation to build upon.