Scraping a web site and downloading a csv file are 2 different things. No site is going to make available a csv file for free. You're going to have to scrape. Find the right page, parse the html source, extract the data you want, and save it on your system.
You're reinventing the wheel. Easier to find C# library code someone has made available.