Stock Tweets For Sentiment Analysis And Prediction
80K+ tweets datasets for stock market sentiment analysis with stock market data
@kaggle.equinxx_stock_tweets_for_sentiment_analysis_and_prediction
About this Dataset
Stock Tweets For Sentiment Analysis And Prediction
Dataset Information
The dataset contains tweets for top 25 most watched stock tickers on Yahoo FInance from 30-09-2021 to 30-09-2022, additionally was added stock market price and volume data for corresponding dates and stocks.
Dataset description
- Date - date and time of tweet
- Tweet - full text of the tweet
- Stock Name - full stock ticker name for which the tweet was scraped
- Company Name - full company name for corresponding tweet and stock ticker
Inspiration
Dataset was inspired by following datasets: Stock Market Tweet | Sentiment Analysis lexicon by Zeus and Stock-Market Sentiment Dataset
This dataset can be used for:
- experimenting with sentiment analysis
- predicting stock prices
- exploring the connection between public sentiment and stock price movement