Spanish Fake And Real News Articles

Encompassing Spanish-language news articles labeled as fake or real, sourced from a Kaggle repository. It was uploaded to Hugging Face by sayalaruano in March 2022 and is tagged for use with libraries like Polars and Dask.

Use Cases

• Train a binary text classifier to distinguish fake news from real news using article content.
• Analyze linguistic patterns in Spanish-language fake news articles.
• Benchmark natural language processing models on Spanish text classification tasks.

Strengths

• Dataset is tagged with a specific size category (n1 K), indicating a known scale.
• Includes a clear license tag (CC BY-NC-SA 4.0) for usage understanding.
• Has a precise last update timestamp (2022-03-22).

Limitations

• The exact number of rows, columns, and sample data are unavailable, hindering precise assessment.
• Data is from 2022 and may not reflect current news trends or disinformation tactics.
• Geographic coverage is implied as US region, but the specific origin of the Spanish-language articles is unclear.

Provenance

Source

Kaggle dataset 'fake-and-real-news' by zulanac.

Collection Method

Obtained from Kaggle and uploaded to Hugging Face.

Freshness

Last updated 2022-03-22.

Geography

Region tag indicates 'us', but specific coverage of Spanish-language articles is unknown.