Name: Stock Tweets For Sentiment Analysis And Prediction
Creator: Kaggle
License: https://creativecommons.org/publicdomain/zero/1.0/

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

Hope you enjoy this dataset!

Tables

Stock Tweets

@kaggle.equinxx_stock_tweets_for_sentiment_analysis_and_prediction.stock_tweets

9.98 MB
80,793 rows
4 columns

CREATE TABLE stock_tweets (
  "date" VARCHAR,
  "tweet" VARCHAR,
  "stock_name" VARCHAR,
  "company_name" VARCHAR
);

Stock Yfinance Data

@kaggle.equinxx_stock_tweets_for_sentiment_analysis_and_prediction.stock_yfinance_data

274.71 kB
6,300 rows
8 columns

CREATE TABLE stock_yfinance_data (
  "date" TIMESTAMP,
  "open" DOUBLE,
  "high" DOUBLE,
  "low" DOUBLE,
  "close" DOUBLE,
  "adj_close" DOUBLE,
  "volume" BIGINT,
  "stock_name" VARCHAR
);