US News Article Corpus from HuggingFace

Nos News is a text dataset hosted on HuggingFace by author ebrigham, containing over 100,000 but less than 1 million entries. The dataset focuses on news content from the US region and was last updated in March 2022.

Use Cases

• Train a text classifier to categorize articles by topic using the article text field.
• Perform named entity recognition (NER) on the news content to extract people, organizations, and locations.
• Analyze sentiment or tone across the corpus of US news articles.
• Develop abstractive summarization models using the full-text articles as source material.

Strengths

• Contains between 100,000 and 1 million text entries, providing a substantial corpus for analysis.
• Includes metadata tags specifying a US regional focus for geographic context.

Limitations

• The dataset's specific source, collection method, and exact article time range are unknown.
• Data is over two years old, limiting analysis of recent news trends or events.

Provenance

Source

HuggingFace user ebrigham; original authoritative source unknown.

Collection Method

Collection method unspecified.

Time Range

Temporal coverage of the news articles is unknown.

Freshness

Last updated on 2022-03-24; no update frequency specified.

Geography

Region:us, indicating a focus on the United States.