When would be a better time to go Mid-July to Mid-August, or the entirety of August?

Would really like to get to know the country and visit some Matsuri.

There is a big one on July 17th and at the end of July, but would I miss out in August?

Also, can someone recommend more rural festivals?

by Sasutaschi