Data ingress is usually free, which really cuts down on costs when scraping. If you can do everything in-memory, it's surprisingly cheap. The important bit is being respectful of robots.txt files and not overloading small sites with too many requests.
Bandwidth is not a concern for projects like this at a lot of hosting/VPS providers.