CS230 News Articles for Text Processing

Cs230 News is a dataset uploaded by 'myradeng' to Hugging Face in May 2022. Platform tags indicate it contains tabular and text data, is categorized as 100K<n<1M in size, and has a US regional focus. The dataset is intended for processing with libraries like Polars, Pandas, and Datasets.

Use Cases

• Classify article topics or sentiment using text content columns.
• Analyze regional news trends from US-focused metadata fields.
• Train text generation or summarization models on article text data.
• Perform exploratory data analysis on tabular metadata using Polars or Pandas.

Strengths

• Dataset size is between 100,000 and 1,000,000 rows based on platform tags.
• Provides both structured (tabular) and unstructured (text) data modalities for analysis.

Limitations

• No specific column names, sample data, or detailed schema are provided, hindering immediate usability.
• The dataset has not been updated since May 2022, potentially making content stale for current event analysis.

Provenance

Source

Hugging Face user 'myradeng'.

Collection Method

Upload method and original collection process are unknown.

Time Range

null

Freshness

Last updated 2022-05 11; no update frequency stated.

Geography

Platform tags suggest a US regional focus ('Regionus').