Conservative News Articles for Text Classification

A collection of news articles labeled for political bias, specifically focusing on conservative content. The dataset was created by 'myradeng' and uploaded to Hugging Face in May 2022. It contains between 1,000 and 10,000 rows of data, as indicated by its platform size category.

Use Cases

• Train a classifier to predict political leaning from article text and metadata.
• Analyze linguistic patterns and topic prevalence in conservative media sources.
• Benchmark model performance on a labeled text dataset for bias detection.
• Study the relationship between article features like source or date and ideological framing.

Strengths

• Contains between 1,000 and 10,000 data points, providing a substantive sample.
• Includes text modality, enabling natural language processing applications.
• Explicitly labeled for political bias, offering a clear target variable.

Limitations

• Data is limited to the US region, reducing global applicability.
• The last update was in May 2022, making the content potentially stale for current events.
• The specific source and collection methodology are unknown, limiting reproducibility.

Provenance

Source

Hugging Face user 'myradeng'; original source unknown.

Collection Method

Collection method unknown.

Time Range

Temporal coverage unknown.

Freshness

Last updated in May 2022; no update frequency provided.

Geography

Primarily US region.