Its also the Autumn Matsuri (Autumn Festival) season - traditionally held to give thanks and celebrate the harvest from the farms.
During this time, the streets are lined with lanterns,
Omikoshi are carried through the streets and shrines would be filled with hawker stalls which provide food and entertainment for the locals. If you are a regular viewer of anime then you may have
seen some of this stuff already ^^