Dataset: USPTO Climate-Positive Patent Abstracts (CPC Y02)

About this Dataset

USPTO Climate-Positive Patent Abstracts (CPC Y02)

Around 12,000 US Patents in the Y02 category (renewable energy and climate change mitigation technologies).
The upload dates range from 01/2018 to 04/2024.

The patents were scraped from the USPTO full-text patent grants website, which is publicly available but can be hard to use. We applied some preprocessing (filtering of unwanted tags, removal of images, file concatenation...) to create this lightweight dataset.

Contains USPTO-assigned codes, abstracts, and issue dates
Available in JSON and CSV format
Can be used for tasks like clustering, topic modeling, text analysis

Tables

Uspto Abstracts

@kaggle.mattisbodynek_uspto_climate_positive_patent_abstracts_cpc_y02.uspto_abstracts

4.96 MB
12330 rows
4 columns


CREATE TABLE uspto_abstracts (
  "patent_id" VARCHAR,
  "uspto_upload_date" TIMESTAMP,
  "cpc_codes" VARCHAR,
  "abstract" VARCHAR
);