stock-sentiment
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A sentiment analysis dataset of stock conversations on social media
Stock Sentiment Analysis Dataset
by Surge AI, the world's most powerful data labeling platform and workforce
This dataset contains a sample from our Stock Sentiment Analysis dataset, a collection of social media mentions of publicly traded stocks, labeled by Surgers with a Positive or Negative sentiment. Read the blog post describing it in more detail!

Examples
Positive Sentiment
Nice 9% pre market move for $para, pump my calls Uncle Buffett 🤑 https://t.co/8DGWrnHFlw
— Option Retiree (@option_oracle) May 17, 2022
$DDOG $NET $SNOW $GTLB $MDB are all horrible businesses and sure to go to 0
— Austin Lieberman (@LiebermanAustin) May 17, 2022
Plz keep selling them indiscriminately so I can buy more shares
TY
Negative Sentiment
It's not easy to invest in Biotechs.$XBI is trending and down another 3.5% today.
— Stocktwits (@Stocktwits) April 18, 2022
Here's the yearly look 😬 pic.twitter.com/LnaCaIM5Up
Elon Musk is poor.
— Quinn (@Quinnvest) May 17, 2022
Has a bunch of overvalued $TSLA pumped w/ government subsidies and some Ponzi #Bitcoin to sell though. pic.twitter.com/aD6pNefA12
Dataset Columns
Stock Ticker: The stock ticker identified in the Tweet, including the$Tweet Text: The text of the tweetSentiment: The sentiment, eitherPositiveorNegativeTweet URL: The URL to the original tweet
Future Versions and More Datasets
We'll be adding more data points and social media sources over time.
You can also check out our other free datasets here.
Follow us on Twitter at @HelloSurgeAI to receive updates and be the first to learn about new datasets!
Contact
Need a larger set of stock conversations and their sentiment, or a dataset in other languages (Spanish, French, German, Japanese, Portuguese, etc)? Post an issue or reach out to [email protected]!