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Dataset Information
This dataset includes daily rates data for various bonds.
Instruments Included
Stocks, ETFs, Forex, Cryptocurrencies, Commodities and more.
Dataset Columns
symbols: The symbols in the news, typically representing stock tickers or other financial instruments mentioned in the article.datetime: The date and time when the news article was published, formatted as a string.title: The title of the news article, providing a brief and descriptive summary of the content.url: The web address (URL) where the news article is hosted, allowing for direct access to the full text.authors: The names of the authors who wrote the article, often listed as a comma-separated string if there are multiple authors.summary: A brief summary or abstract of the article's content, capturing the main points discussed in the news.source: The name of the media outlet or organization that published the news article, indicating the origin of the information.topics: The key topics or themes covered in the article, often represented as a comma-separated string of keywords.sentiment: The overall sentiment of the article's content, typically categorized as positive, negative, or neutral, indicating the tone of the news.symbol_sentiment: The sentiment associated specifically with the symbols mentioned in the article, reflecting the sentiment toward those financial instruments.
Data Splits
The data is split into a training set.
Dataset Maintenance
The dataset is updated on a monthly basis by Papers With Backtest.
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