English Patent Titles from USPTO Records

English Patents Titles contains textual data of patent titles, likely sourced from United States Patent and Trademark Office records. The dataset was uploaded by user kennbyee25 to Hugging Face in June 2022. Its size category indicates it contains between 10,000 and 100,000 entries.

Use Cases

• Classify patent titles into technology categories using text features.
• Train a model to generate synthetic patent titles based on existing patterns.
• Analyze trends in patent naming conventions over time.
• Perform keyword extraction from patent titles to map innovation domains.

Strengths

• Contains between 10,000 and 100,000 entries based on platform size category.
• Focuses on English-language text, reducing multilingual processing complexity.
• Data is stored in Parquet format, which is efficient for large-scale text datasets.

Limitations

• No column names or sample data are available, obscuring the exact data structure.
• The dataset's temporal coverage and source are not specified.
• The last update was in 2022, which may indicate stale data.

Provenance

Source

Likely derived from United States Patent and Trademark Office (USPTO) data.

Freshness

Last updated on 2022-06-30.

Geography

Region tag indicates United States (us).