News Articles Dataset for NLP Tasks

Cs 230 News V2 is a collection of news articles for natural language processing applications. The dataset was created by myradeng and last updated on Hugging Face in May 2022. Platform tags indicate it contains at least 100,000 rows and is primarily from the US region.

Use Cases

• Train a text classifier to categorize articles by topic using the article text column.
• Perform sentiment analysis on news content using the textual data.
• Analyze regional news trends from the US using the 'Regionus' metadata tag.
• Benchmark topic modeling algorithms on a corpus of over 100,000 news documents.

Strengths

• Contains at least 100,000 rows based on the '100 Kn1 M' size category tag.
• Provides both tabular structure and raw text modality for flexible use.

Limitations

• Specific column names and article content are unknown, limiting precise task definition.
• Data is from 2022 or earlier, potentially lacking recent events.
• Geographic coverage appears biased towards the US region.

Provenance

Source

Hugging Face dataset uploaded by myradeng.

Collection Method

null

Time Range

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Freshness

Last updated in May 2022.

Geography

Primarily United States (inferred from 'Regionus' tag).