cc100-documents / README.md
singletongue's picture
Update README.md
adc02f9 verified
metadata
language:
  - ar
  - de
  - en
  - es
  - fr
  - it
  - ja
  - ko
  - pt
  - ru
  - zh
language_bcp47:
  - zh-Hans
  - zh-Hant
multilinguality:
  - multilingual
task_categories:
  - text-generation
  - fill-mask
task_ids:
  - language-modeling
  - masked-language-modeling
dataset_info:
  - config_name: ar
    features:
      - name: idx
        dtype: int64
      - name: start_ln
        dtype: int64
      - name: text
        dtype: string
    splits:
      - name: train
        num_bytes: 30345714473
        num_examples: 15039879
    download_size: 15115802825
    dataset_size: 30345714473
  - config_name: de
    features:
      - name: idx
        dtype: int64
      - name: start_ln
        dtype: int64
      - name: text
        dtype: string
    splits:
      - name: train
        num_bytes: 72775978455
        num_examples: 69023867
    download_size: 45855033322
    dataset_size: 72775978455
  - config_name: en
    features:
      - name: idx
        dtype: int64
      - name: start_ln
        dtype: int64
      - name: text
        dtype: string
    splits:
      - name: train
        num_bytes: 327673321587
        num_examples: 247588106
    download_size: 206842211484
    dataset_size: 327673321587
  - config_name: es
    features:
      - name: idx
        dtype: int64
      - name: start_ln
        dtype: int64
      - name: text
        dtype: string
    splits:
      - name: train
        num_bytes: 58353909888
        num_examples: 60542096
    download_size: 36639924361
    dataset_size: 58353909888
  - config_name: fr
    features:
      - name: idx
        dtype: int64
      - name: start_ln
        dtype: int64
      - name: text
        dtype: string
    splits:
      - name: train
        num_bytes: 62167991656
        num_examples: 62112712
    download_size: 38687566994
    dataset_size: 62167991656
  - config_name: it
    features:
      - name: idx
        dtype: int64
      - name: start_ln
        dtype: int64
      - name: text
        dtype: string
    splits:
      - name: train
        num_bytes: 32862817488
        num_examples: 24674591
    download_size: 20840201122
    dataset_size: 32862817488
  - config_name: ja
    features:
      - name: idx
        dtype: int64
      - name: start_ln
        dtype: int64
      - name: text
        dtype: string
    splits:
      - name: train
        num_bytes: 75607021621
        num_examples: 65613665
    download_size: 43271734711
    dataset_size: 75607021621
  - config_name: ko
    features:
      - name: idx
        dtype: int64
      - name: start_ln
        dtype: int64
      - name: text
        dtype: string
    splits:
      - name: train
        num_bytes: 58828056524
        num_examples: 35678358
    download_size: 34859494100
    dataset_size: 58828056524
  - config_name: pt
    features:
      - name: idx
        dtype: int64
      - name: start_ln
        dtype: int64
      - name: text
        dtype: string
    splits:
      - name: train
        num_bytes: 53502662440
        num_examples: 38999388
    download_size: 33751151154
    dataset_size: 53502662440
  - config_name: ru
    features:
      - name: idx
        dtype: int64
      - name: start_ln
        dtype: int64
      - name: text
        dtype: string
    splits:
      - name: train
        num_bytes: 300870542621
        num_examples: 123181529
    download_size: 151288950598
    dataset_size: 300870542621
  - config_name: zh-Hans
    features:
      - name: idx
        dtype: int64
      - name: start_ln
        dtype: int64
      - name: text
        dtype: string
    splits:
      - name: train
        num_bytes: 51117335603
        num_examples: 40002855
    download_size: 36115556249
    dataset_size: 51117335603
  - config_name: zh-Hant
    features:
      - name: idx
        dtype: int64
      - name: start_ln
        dtype: int64
      - name: text
        dtype: string
    splits:
      - name: train
        num_bytes: 18091739883
        num_examples: 12328227
    download_size: 12884957758
    dataset_size: 18091739883
configs:
  - config_name: ar
    data_files:
      - split: train
        path: ar/train-*
  - config_name: de
    data_files:
      - split: train
        path: de/train-*
  - config_name: en
    data_files:
      - split: train
        path: en/train-*
  - config_name: es
    data_files:
      - split: train
        path: es/train-*
  - config_name: fr
    data_files:
      - split: train
        path: fr/train-*
  - config_name: it
    data_files:
      - split: train
        path: it/train-*
  - config_name: ja
    data_files:
      - split: train
        path: ja/train-*
  - config_name: ko
    data_files:
      - split: train
        path: ko/train-*
  - config_name: pt
    data_files:
      - split: train
        path: pt/train-*
  - config_name: ru
    data_files:
      - split: train
        path: ru/train-*
  - config_name: zh-Hans
    data_files:
      - split: train
        path: zh-Hans/train-*
  - config_name: zh-Hant
    data_files:
      - split: train
        path: zh-Hant/train-*

cc100-documents

This dataset is a restructured version of the CC-100 (statmt/cc100) dataset.

In the original dataset, each instance corresponds to a single paragraph (or a document boundary). In this version, the data has been reformed so that each instance corresponds to a single, complete document.

This document-level structure makes it more convenient for processing using the map() and filter() methods in the Hugging Face Datasets library.

Languages

The following languages are currently available:

Language Number of examples
ar: Arabic 15,039,879
de: German 69,023,867
en: English 247,588,106
es: Spanish 60,542,096
fr: French 62,112,712
it: Italian 24,674,591
ja: Japanese 65,613,665
ko: Korean 35,678,358
pt: Portuguese 38,999,388
ru: Russian 123,181,529
zh-Hans: Chinese (Simplified) 40,002,855
zh-Hant: Chinese (Traditional) 12,328,227

Dataset Structure

Data Instances

Each instance in the dataset represents one document from the original CC-100 dataset, preserving the original document order. The original paragraphs are concatenated together, preserving the newline characters between them, to form a single document text.

Example from the en configuration:

{
  "idx": 0,
  "start_ln": 1,
  "text": "Belmont Estate is on the market for $63 million and boasts roughly 22,000 square feet of luxurious..."
}
{
  "idx": 1,
  "start_ln": 8,
  "text": "Stay well hydrated—that means you should include about 48- 64 ounces of liquid (non-calorie) each day..."
}

Data Fields

  • idx (int64): The index of the instance, starting from 0.
  • start_ln (int64): The 1-based line number where the document begins in the original CC-100 text file.
  • text (string): The complete text of the document.

Dataset creation process

The dataset is created from the original CC-100 text files available at https://data.statmt.org/cc-100/.

The code used to create this dataset is available in the GitHub repository.

License

No intellectual property is claimed on the preparation of this corpus. By using this dataset, you are also bound by the Common Crawl terms of use in respect of the content contained in the dataset.

Please refer to the following pages for license information on the original dataset: