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amylonidis
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WPI_Tasos_Vertical

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Size:
10K - 100K
Tags:
legal
patents
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metadata
license: mit
language:
  - en,
tags:
  - legal
  - patents
pretty_name: WPI_Month_Kind_Subset
size_categories:
  - 10K<n<100K

WPI_Month_Kind Dataset

WPI_Month_Kind

Dataset Summary

The WPI_Month_Kind dataset is a comprehensive collection of approximately 70.000 patent documents from the WPI Test Collection, including only EPO patents, proportionate to month and kind fields. For example if the patents with kind code A2 for the month of July correspond to the 10 % of the total patents on the WPI collection then the patents with kind code A2 for the month of July on the custom subset will also correspond to 10 % of the total patents in the subset. Each entry on the dataset encompasses detailed metadata and is structured to facilitate research in patent classification and information retrieval

Languages

The dataset contains English text.

Domain

Patents (intellectual property).

Dataset Curators

The dataset was created by Eleni Kamateri and Tasos Mylonidis

Dataset Structure

The dataset consists of a single CSV file that holds all the data. In total, there are 17 data fields in the CSV file.

Data Fields

The dataset is provided in CSV format and includes the aforementioned fields

  • ucid: Unique identifier for the patent document.
  • kind: Kind code indicating the type of patent document.
  • lang: Language of the patent document.
  • date: Publication date of the patent.
  • main_code: Primary classification code assigned to the patent.
  • further_codes: Additional classification codes.
  • ipcr_codes: International Patent Classification codes.
  • cpc_codes: Cooperative Patent Classification codes.
  • abstract_en: Boolean field for existence of English abstract.
  • description_en:Boolean field for existence of English description.
  • claims_en: Boolean field for existence of English claims.
  • abstract_fr: Boolean field for existence of French abstract.
  • description_fr:Boolean field for existence of French description.
  • claims_fr: Boolean field for existence of French claims.
  • abstract_de: Boolean field for existence of German abstract.
  • description_de:Boolean field for existence of German description.
  • claims_de: Boolean field for existence of German claims.

Usage

Loading the Dataset

Full

To load the complete dataset using the Hugging Face datasets library:

from datasets import load_dataset

dataset = load_dataset("amylonidis/WPI_Tasos_Vertical", data_files='data/wpi_tasos_vertical.csv')

This will load the dataset into a DatasetDict object, please make sure you have enough disk space.

Google Colab Analytics

You can also use the following Google Colab notebooks to explore Analytics that were performed to the dataset.

Dataset Creation

Source Data

The dataset aggregates the patent documents from the WPI Test Collection, only for EPO patents using this parsing script: Extract Dataset

Annotations

The dataset does not contain any human-written or computer-generated annotations beyond those produced by patent documents of the Source Data.

Licensing Information

This dataset is distributed under the MIT License. Users are free to use, modify, and distribute the dataset, provided that the original authors are credited.

Citation

If you utilize the WPI_Month_Kind dataset in your research or applications, please cite it appropriately.