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Dataset Card for Project Gutenberg Cleaned (English Only) Dataset

This dataset is a cleaned English-language subset of the Project Gutenberg Dataset manu/project_gutenberg, originally containing ~70,000 digitized books. The original dataset includes multiple languages, duplicate entries, and boilerplate content, all of which were removed for practicality and cleaner downstream use. This dataset containg 38.026 books.

Cleaning and Preprocessing

The following steps were applied to prepare this dataset:

✅ Filtered English split only (config='en')

🧹 Removed Project Gutenberg headers and footers from each book (boilerplate license & metadata sections)

✂️ Removed excessive whitespace and blank lines

🔁 Deduplicated entries based on book ID. Some books were present multiple times in the original dataset with identical content. These were removed to preserve only one copy per unique book ID.

Usage

from datasets import load_dataset
ds = load_dataset("nikolina-p/gutenberg_clean_tokenized_en_splits", split="fr", streaming=True)
print(next(iter(ds)))

License

The data is derived from Project Gutenberg and is in the public domain.

Full license is available here: https://www.gutenberg.org/policy/license.html

Summary

For nearly all uses, in nearly all parts of the world, the opening words of all of our eBooks apply: This eBook is for the use of anyone anywhere in the United States and most other parts of the world at no cost and with almost no restrictions whatsoever. You may copy it, give it away or re-use it under the terms of the Project Gutenberg License included with this eBook or online at [www.gutenberg.org]. If you are not located in the United States, you’ll have to check the laws of the country where you are located before using this ebook.”

Using the Project Gutenberg Trademark If you want to use the name Project Gutenberg anywhere in the ebooks you distribute or on the distribution medium or in advertising you have to obey these rules:

you may only distribute verbatim copies of the ebooks. No changes are allowed to the ebook contents. (Though reformatting the ebook to a different file format is considered okay). If you charge money for the copies you distribute, you have to pay royalties to Project Gutenberg. You must refund your clients for defective copies or if they don’t agree with the Project Gutenberg license. If you don’t agree with any of the above mentioned restrictions, you may not use the Project Gutenberg trademark. You may still distribute the ebooks if you strip the Project Gutenberg license and all references to Project Gutenberg. section describes the annotation process such as annotation tools used in the process, the amount of data annotated, annotation guidelines provided to the annotators, interannotator statistics, annotation validation, etc. -->

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