README.md

metadata

annotations_creators: []
language:
  - ja
language_creators:
  - found
license:
  - cc-by-nd-4.0
multilinguality:
  - monolingual
pretty_name: livedoor-news-corpus
size_categories: []
source_datasets: []
tags: []
task_categories:
  - text-classification
task_ids:
  - multi-class-classification

Dataset Card for Livedoor News Corpus

Table of Contents

• Table of Contents
• Dataset Description
  • Dataset Summary
  • Supported Tasks and Leaderboards
  • Languages
• Dataset Structure
  • Data Instances
  • Data Fields
  • Data Splits
• Dataset Creation
  • Curation Rationale
  • Source Data
  • Annotations
  • Personal and Sensitive Information
• Considerations for Using the Data
  • Social Impact of Dataset
  • Discussion of Biases
  • Other Known Limitations
• Additional Information
  • Dataset Curators
  • Licensing Information
  • Citation Information
  • Contributions

Dataset Description

• Homepage: http://www.rondhuit.com/download.html#ldcc
• Repository: https://github.com/shunk031/huggingface-datasets_livedoor-news-corpus

Dataset Summary

本コーパスは、NHN Japan 株式会社が運営する「livedoor ニュース」のうち、下記のクリエイティブ・コモンズライセンスが適用されるニュース記事を収集し、可能な限り HTML タグを取り除いて作成したものです。

Supported Tasks and Leaderboards

[More Information Needed]

Languages

[More Information Needed]

Dataset Structure

Data Instances

from datasets import load_dataset

dataset = load_dataset(
    "shunk031/livedoor-news-corpus", 
    train_ratio=0.8,
    val_ratio=0.1,
    test_ratio=0.1,
    random_state=42, 
    shuffle=True,
)

print(dataset)
# DatasetDict({
#     train: Dataset({
#         features: ['url', 'date', 'title', 'content', 'category'],
#         num_rows: 5894
#     })
#     validation: Dataset({
#         features: ['url', 'date', 'title', 'content', 'category'],
#         num_rows: 737
#     })
#     test: Dataset({
#         features: ['url', 'date', 'title', 'content', 'category'],
#         num_rows: 736
#     })
# })

Data Fields

[More Information Needed]

Data Splits

[More Information Needed]

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

各記事ファイルにはクリエイティブ・コモンズライセンス「表示 – 改変禁止」が適用されます。 クレジット表示についてはニュースカテゴリにより異なるため、ダウンロードしたファイルを展開したサブディレクトリにあるそれぞれの LICENSE.txt をご覧ください。 livedoor は NHN Japan 株式会社の登録商標です。

Citation Information

[More Information Needed]

Contributions

Thanks to RONDHUIT Co., Ltd. for creating this dataset.