Link to the paper: TBD
TweetFinSent dataset is an expert-annotated Twitter stock sentiment analysis dataset. The dataset is constructed based on tweets that discuss meme stocks of various companies. The dataset was validated against several baselines.
We release a reliable and high-quality dataset annotated by domain experts to fill the missing link of a labeled Twitter stock sentiment analysis dataset. The dataset sets a new phase in research in stock sentiment analysis.
| Tweet | Tradional Sentiments | Stock Sentiment |
|---|---|---|
| $TSLA long. | Negative | Positive |
| $SOFI Not touching it. I love the company though we all know the rules,and know what happens during the lockup. |
Positive | Negative |
| Buy the f*cking dip! Hold the line! $AMC$GME$NOK | Negative | Positive |
| Be Prepared For A DOGE Crash Elon on SNL Dogecoin New Price Predictions. |
Negative | Neutral |