and whether they are useful for stock trading.It has been stated that ”In this paper, we investigate Twitter volume spikes related to S & P 500 stocks, and whether they are useful for stock trading. Through correlation analysis, we provide insight on when Twitter volume spikes occur and possible causes of these spikes.”