I wanted to do my first project on sentiment analysis. My goal is trying to do sentiment analysis on tweets that mention 'Uber' and see if there is correlation with the stock price: 'UBER'.
Problem is it went public this year, so I would need tweets from this year, my question is:
Is there any way of avoiding paying for the api: https://developer.twitter.com/en/pricing ? How can I get let's say 10,000 tweets of this year mentioning uber?
Or maybe, given I don't have any experience shall I instead try doing it on an already created dataset? ie https://www.kaggle.com/davidwallach/financial-tweets ? (problem here is that this data set only has 28k tweets, and if I filter for the ones only naming stock 'xyz', I will likely get only a hundred tweets...)