Check the Weather in Tokyo, Japan in November before you book your next holiday. This gives the best indication of the weather in November and includes figures for temperature, sunshine and rainfall. 1  17°C max day temperature.heck the Weather in Tokyo, Japan in November before you book your next holiday. This gives the best indication of the weather in November and includes figures for temperature, sunshine and rainfall. 1  17°C max day temperature.