Processed U.S. Congressional Parliamentary Text Corpus

U.S. parliamentary proceedings text corpus processed for analysis. The dataset, created by user 'loulely', was uploaded to Hugging Face in June 2022. It contains text data from U.S. government sources, processed using libraries like Polars and Pandas.

Use Cases

• Train topic models on parliamentary speech text to identify dominant policy themes.
• Perform named entity recognition on proceedings text to extract mentions of people, organizations, and locations.
• Analyze sentiment or linguistic style in legislative debates using the processed text features.
• Benchmark text classification models for categorizing speeches by committee or bill type.

Strengths

• Processed for direct use with common data science libraries like Polars and Pandas.
• Data is stored in Parquet format, enabling efficient querying and storage.

Limitations

• Specific row count, column details, and original source documentation are unavailable.
• Data is from 2022 and may not include recent parliamentary sessions.
• Geographic scope is limited to U.S. (Regionus) proceedings.

Provenance

Source

U.S. parliamentary or congressional proceedings (inferred from 'Regionus' tag).

Collection Method

Text processing and formatting for ML use (inferred from platform tags).

Time Range

null

Freshness

Last updated in June 2022; update frequency is unknown.

Geography

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