What is the best tool to collect Historical Twitter data?

Hey, I will suggest you to use Trackmyhashtag. It is a Twitter hashtag tracking tool which can track any kind of Twitter data since 2006. Visit on this page : https://www.trackmyhashtag.com/h... Here you will see a request form which you need to fill with your search term and email ID. Within an hour you will get your Twitter data and the pricing associated with it. Trackmyhashtag provide Historical Twitter data at an affordable pricing. It is really helpful for academic research or sentiment analysis. Do visit and use this tool yourself. See how much you will like it. Thank you :)

How long history would you need? Phantombuster has several scraper for twitter which could help. If you want more historical data you can signup for twitter API. The limitations for developers are quite generous.