This paper presents a guide for collecting past tweets, processing for sentiment analysis and combining them with technical financial indicators to forecast the stock prices of Apple 30m and 60m ahead. A LSTM with lagged close price is used as a baseline model. We are able to show that a ...
In this Sept. 18, 2019, file photo a screen shows the price of Twitter stock at the New York Stock Exchange. Twitter posted a loss in the first quarter as the social media company's higher expenses outweighed revenue growth. The San Francisco company reported Thursday, April 30, 2020, tha...
The bottom line is that TWTR will be suitable for tax-loss harvesting for some investors, but many more are probably just underwater. Twitter stock is off 25% so far in 2016. Over the past 52 weeks, it’s down 40%. If you want to go back to its all-time high, which was set a...
8, 2018, file photo, the logo for Twitter is displayed above a trading post on the floor of the New York Stock Exchange. Twitter reports financial results Tuesday, April 23, 2019. (AP Photo/Richard Drew, File) SAN FRANCISCO (AP) — Twitter Inc. (TWTR) on Tuesday reported first-...
“nightmare earnings scenario,” Nielsen, a global television and digital data company, pulled its advertising campaignafter discoveringpaid promoted tweets on pornography-associated pages. “I don’t think adult content is the reason Twitter’s stock plummeted but adult content is always an easy...
Amazon shares fall on revenue forecast Apple, Intel lead Dow's jump Elon Musk shakes up Twitter on first day ExxonMobil, Chevron get oil boost Pending home sales slump 10.2% in September Posts 9:52 AM, October 28, 2022 Pinned Elon Musk closes Twitter deal: What's next?
The recent stock price agitation, may contribute to short-term losses for the retail investors. ...more Quick Ratio 6.97 Fifty Two Week Low 31.30 Target High Price 55.00 Fifty Two Week High 55.33 Target Low Price 22.00 Twitter Twitter Relative Risk vs. Return LandscapeIf you would invest ...
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Deep learning has been also applied to model both short-term and long-term influences of events on stock price movements in [17]. Finally, The combination of public news with the browsing activity of the users of Yahoo! Finance to forecast intra-day and daily price changes of a set of ...
Existing studies have separately examined the ability of sentiment extracted from news stories and of Twitter sentiment to forecast stock returns. However, to the best of our knowledge, no study has looked at the two types of sentiment together. It is important to control for news sentiment when...