{"type":"video","version":"1.0","html":"<iframe src=\"https://www.loom.com/embed/d63335cc6a89465580b1a554ced8b52c\" frameborder=\"0\" width=\"1574\" height=\"1180\" webkitallowfullscreen mozallowfullscreen allowfullscreen></iframe>","height":1180,"width":1574,"provider_name":"Loom","provider_url":"https://www.loom.com","thumbnail_height":1180,"thumbnail_width":1574,"thumbnail_url":"https://cdn.loom.com/sessions/thumbnails/d63335cc6a89465580b1a554ced8b52c-85a52c9c1f71030b.gif","duration":421.335,"title":"Extracting Comps with AI: A Step-by-Step Guide 📊","description":"In this video, I walk you through the process of extracting comps using AI, particularly focusing on Excel and CSV formats. I demonstrate how to handle different file structures and the importance of standardizing data for effective analysis. We utilize tools like Pandas and Python to read the files and leverage AI to identify headers and map data accurately. I encourage you to explore these methods to streamline your comp extraction process. Please take a look at the examples provided and consider implementing these techniques in your own work."}