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Absolutely! Bonus points if the DB/web services are in a repository too, or you mention in the README what's required, how they're configured, etc.

I was thinking to upload the database as well. Do I have to submit all data or just some indicative? I was thinking about an educational game but I wouldn't like the users to see the answers ;) At least not all of them.

That's completely up to you. I'd say have enough data / documentation to populate the dev/test database would be good... for folks who might want to try to building it themselves :)