How to collect tweets about an event that are posted on specific date using python?

What you are talking about is web-scrapping.

There are a couple of ways to achieve that:

1. Twitter API – simplest
2. Use scrapping tools like beautifulsoup, selenium etc.

Please do some research about the same. Cheers.