I would like to build an NLP predictive model based on stock tweets via StockTwits.com. I need a lot of history. Is this available from stocktwits or anywhere else?
I'm sorry for asking this on stack overflow, StockTwits actually directs all discussions here.
I would recommend looking into the API. Here is a entry point link: https://api.stocktwits.com/developers/docs/api
You can stream conversations through this interface - https://api.stocktwits.com/developers/docs/api#streams-conversation-docs
This interface looks pretty cool for tracking trending messages - https://api.stocktwits.com/developers/docs/api#streams-trending-docs