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English Finance Media Text Data
News & Media Articles
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About
A collection of financial news headlines designed primarily for sentiment analysis. The data was gathered by scraping headlines from the Moneycontrol website. Each entry provides raw headline text, making it a valuable resource for research, data visualization, and the development of machine learning models focused on natural language processing.
Columns
- Headline: Contains the full text of the news article headline, serving as the core textual input for analysis.
Distribution
The data is typically provided in a CSV file format, specifically named
combined.csv. The file size is recorded at approximately 580.19 kB. This structure contains a total of 8,372 valid records, structured simply with one column of textual data per entry.Usage
This data is perfectly suited for building predictive models aimed at understanding market sentiment based on financial news. It supports machine learning tasks, especially text analysis and natural language processing development. It can also be leveraged for creating visual dashboards that track the volume and nature of financial media reporting.
Coverage
The scope of this collection is focused geographically and thematically on financial markets, as the data is sourced exclusively from the Moneycontrol platform. All textual content is provided in English. Users should note that this collection is static and is not scheduled for future updates. Potential users should also be aware of typical web scraping limitations, including potential data quality issues and legal considerations.
License
CC0: Public Domain
Who Can Use It
- NLP Engineers: For training classification and regression models to detect sentiment polarity.
- Academic Researchers: To investigate how financial headlines correlate with market volatility or investor behaviour.
- Data Visualisation Specialists: To create engaging charts illustrating the volume and trends within financial media reporting.
Dataset Name Suggestions
- Moneycontrol Financial Sentiment Data
- Scraped Financial News Headlines (Moneycontrol)
- English Finance Media Text Data
- Headline Text for Sentiment Analysis
Attributes
Original Data Source:English Finance Media Text Data
QUALITY