There is somewhat of correlation between online sentiment & crypto price movements, there are a couple papers on the topic. However, it is quite difficult to trade against. I work on wall street (tech side) so this was mostly just past time activity.
But like you said, this is also just a hobby project for me.
Twitter also has a historic tweets api. It's more work, but you can backtest as well.