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Stock Prediction News Data
Stock & Market Data
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About
Financial news articles and headlines sourced from Money Control facilitate the analysis of the Indian stock market. By combining stock market data with this news repository, analysts can evaluate stock fluctuations and enhance predictions regarding company performance. The content focuses on business, finance, and investing within the Indian context, offering a textual basis for sentiment analysis and market trend observation.
Columns
- datetime: Records the publication date and time of the news article (e.g., April 14).
- title: Serves as the headline for the news piece, highlighting key events or reports (e.g., 'Agri Picks Report').
- paragraph: Provides the complete description and detailed text of the news story.
- company: Identifies the specific company name associated with the news item (note: significant missing values present).
- company_c: Designated for company name token counts (data availability may be limited).
Distribution
The data is structured in a CSV format with a file size of approximately 138.96 kB. It consists of 5 columns and contains approximately 517 records.
Usage
- Analysis of stock market fluctuations based on news events.
- Predictive modelling to assess company performance and stock trends.
- Natural Language Processing (NLP) tasks such as sentiment analysis on financial headlines.
- Correlation of news release timing with market movements.
Coverage
- Geographic Scope: India.
- Time Range: Contains data points from 2022 (specifically months such as April and May).
- Demographic/Sector: Focuses on the Business, Finance, and Investing sectors.
License
CC0: Public Domain
Who Can Use It
- Financial Analysts
- Data Scientists
- Stock Market Investors
- Algorithmic Traders
- Market Researchers
Dataset Name Suggestions
- Money Control Indian Stock News
- Indian Financial Market Headlines 2022
- Stock Prediction News Data
- India Business News Sentiment Corpus
Attributes
Original Data Source: Stock Prediction News Data
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