How is the weather? Is there any typhoon on 30 june until 5/7? I plan to have trip to taipei.

Well, the typhoon season may appear from June to September every year. It is likely that there will be typhoon. And there may have many heavy rainy days.
You are advised to alter your plan. The best time for a visit is from March to May, and from October to December. :)