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Datasets:
abuelkhair-corpus
/
arabic_billion_words

Tasks:
Text Generation
Fill-Mask
Sub-tasks:
language-modeling
masked-language-modeling
Languages:
Arabic
Size:
100K<n<1M
ArXiv:
License:
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metadata
annotations_creators:
  - found
language_creators:
  - found
language:
  - ar
license:
  - unknown
multilinguality:
  - monolingual
size_categories:
  - 100K<n<1M
  - 10K<n<100K
  - 1M<n<10M
source_datasets:
  - original
task_categories:
  - text-generation
  - fill-mask
task_ids:
  - language-modeling
  - masked-language-modeling
paperswithcode_id: null
pretty_name: Arabic Billion Words
dataset_info:
  - config_name: Alittihad
    features:
      - name: url
        dtype: string
      - name: head_line
        dtype: string
      - name: date
        dtype: string
      - name: text
        dtype: string
    splits:
      - name: train
        num_bytes: 1601790302
        num_examples: 349342
    download_size: 348259999
    dataset_size: 1601790302
  - config_name: Almasryalyoum
    features:
      - name: url
        dtype: string
      - name: head_line
        dtype: string
      - name: date
        dtype: string
      - name: text
        dtype: string
    splits:
      - name: train
        num_bytes: 1056197870
        num_examples: 291723
    download_size: 242604438
    dataset_size: 1056197870
  - config_name: Almustaqbal
    features:
      - name: url
        dtype: string
      - name: head_line
        dtype: string
      - name: date
        dtype: string
      - name: text
        dtype: string
    splits:
      - name: train
        num_bytes: 1545659336
        num_examples: 446873
    download_size: 350826797
    dataset_size: 1545659336
  - config_name: Alqabas
    features:
      - name: url
        dtype: string
      - name: head_line
        dtype: string
      - name: date
        dtype: string
      - name: text
        dtype: string
    splits:
      - name: train
        num_bytes: 2631729746
        num_examples: 817274
    download_size: 595274646
    dataset_size: 2631729746
  - config_name: Echoroukonline
    features:
      - name: url
        dtype: string
      - name: head_line
        dtype: string
      - name: date
        dtype: string
      - name: text
        dtype: string
    splits:
      - name: train
        num_bytes: 464386206
        num_examples: 139732
    download_size: 108184378
    dataset_size: 464386206
  - config_name: Ryiadh
    features:
      - name: url
        dtype: string
      - name: head_line
        dtype: string
      - name: date
        dtype: string
      - name: text
        dtype: string
    splits:
      - name: train
        num_bytes: 3101294859
        num_examples: 858188
    download_size: 691264971
    dataset_size: 3101294859
  - config_name: Sabanews
    features:
      - name: url
        dtype: string
      - name: head_line
        dtype: string
      - name: date
        dtype: string
      - name: text
        dtype: string
    splits:
      - name: train
        num_bytes: 198019614
        num_examples: 92149
    download_size: 38214558
    dataset_size: 198019614
  - config_name: SaudiYoum
    features:
      - name: url
        dtype: string
      - name: head_line
        dtype: string
      - name: date
        dtype: string
      - name: text
        dtype: string
    splits:
      - name: train
        num_bytes: 2723291416
        num_examples: 888068
    download_size: 605537923
    dataset_size: 2723291416
  - config_name: Techreen
    features:
      - name: url
        dtype: string
      - name: head_line
        dtype: string
      - name: date
        dtype: string
      - name: text
        dtype: string
    splits:
      - name: train
        num_bytes: 1103458209
        num_examples: 314597
    download_size: 252976781
    dataset_size: 1103458209
  - config_name: Youm7
    features:
      - name: url
        dtype: string
      - name: head_line
        dtype: string
      - name: date
        dtype: string
      - name: text
        dtype: string
    splits:
      - name: train
        num_bytes: 3004689464
        num_examples: 1172136
    download_size: 617708074
    dataset_size: 3004689464
config_names:
  - Alittihad
  - Almasryalyoum
  - Almustaqbal
  - Alqabas
  - Echoroukonline
  - Ryiadh
  - Sabanews
  - SaudiYoum
  - Techreen
  - Youm7

Dataset Card for Arabic Billion Words Corpus

Table of Contents

Dataset Description

Dataset Summary

Abu El-Khair Corpus is an Arabic text corpus, that includes more than five million newspaper articles. It contains over a billion and a half words in total, out of which, there are about three million unique words. The corpus is encoded with two types of encoding, namely: UTF-8, and Windows CP-1256. Also it was marked with two mark-up languages, namely: SGML, and XML.

Supported Tasks and Leaderboards

[More Information Needed]

Languages

Arabic

Dataset Structure

Data Instances

This is an example of the "Almasryalyoum" configuration subset:

{
  "url": "http://today.almasryalyoum.com/printerfriendly.aspx?ArticleID=61300",
  "head_line": "رئيس وزراء المجر: عنصرية جماهير أوجبيست جلبت العار للبلاد",
  "date": "19/5/2007",
  "text": """قال متحدث باسم الحكومة المجرية: إن رئيس الوزراء فيرنك جيوركساني رحب بقرار اتحاد كرة القدم المجري بخصم ثلاث نقاط من نادي أوجبيست بسبب السلوك العنصري الذي صدر من جماهيره.
وعاقب الاتحاد المجري فريق أوجبيست بعد أن سخرت جماهيره من إبراهيم سيديبي مهاجم فريق ديبرينسين الأسود أثناء مباراة الفريقين أوائل مايو الجاري.
يذكر أن الاتحاد فرض أيضا غرامة مالية قدرها 20 ألف دولار علي أوجبيست في عام 2005 بعد أن رددت جماهيره شعارات معادية للسامية خلال مباراة بالدوري المجري.
وأوضح جيوركساني في خطاب إلي إيستفان كيستليكي رئيس الاتحاد المجري لكرة القدم، أن هذا السلوك العنصري من الجماهير «جلب العار لكرة القدم وللمجر». يذكر أن المجر بها مجموعة من مشجعي كرة القدم المشاغبين «الهوليجانز»، وشارك الكثير منهم في أعمال شغب معادية للحكومة في العام الماضي.""",
}

Data Fields

The data fields are:

  • "url": string, original url of the article,
  • "head_line": string, headline of the article,
  • "date": string, date of the article,
  • "text": string, text content of the article,

Data Splits

There is only one "training" split for all configuration subsets, containing the following number of examples:

Number of examples
Alittihad 349342
Almasryalyoum 291723
Almustaqbal 446873
Alqabas 817274
Echoroukonline 139732
Ryiadh 858188
Sabanews 92149
SaudiYoum 888068
Techreen 314597
Youm7 1172136

Dataset Creation

Curation Rationale

[More Information Needed]

Source Data

Initial Data Collection and Normalization

[More Information Needed]

Who are the source language producers?

[More Information Needed]

Annotations

Annotation process

[More Information Needed]

Who are the annotators?

[More Information Needed]

Personal and Sensitive Information

[More Information Needed]

Considerations for Using the Data

Social Impact of Dataset

[More Information Needed]

Discussion of Biases

[More Information Needed]

Other Known Limitations

[More Information Needed]

Additional Information

Dataset Curators

[More Information Needed]

Licensing Information

[More Information Needed]

Citation Information 

@article{el20161,
  title={1.5 billion words arabic corpus},
  author={El-Khair, Ibrahim Abu},
  journal={arXiv preprint arXiv:1611.04033},
  year={2016}
}

Contributions

Thanks to @zaidalyafeai and @albertvillanova for adding this dataset.