README.md

metadata

dataset_info:
  features:
    - name: url
      dtype: string
    - name: authors
      sequence: string
    - name: headline
      dtype: string
    - name: brief
      dtype: string
    - name: keywords
      sequence: string
    - name: category
      dtype:
        class_label:
          names:
            '0': None
            '1': Zahraniční
            '2': Domácí
            '3': Sport
            '4': Kultura
            '5': Revue
            '6': Koktejl
            '7': Ekonomika
            '8': Krimi
            '9': Podnikání
            '10': Auto
            '11': Věda
            '12': Komentáře
            '13': Cestování
            '14': Finance
            '15': Technologie
            '16': Bydlení
            '17': Koronavirus
            '18': Byznys
            '19': Rozhovory
            '20': Podcasty
            '21': Životní styl
            '22': Literatura
            '23': Vánoce
            '24': Výtvarné umění
            '25': Kolo
    - name: content
      dtype: large_string
    - name: comments_num
      dtype: int32
    - name: server
      dtype:
        class_label:
          names:
            '0': None
            '1': seznamzpravy
            '2': idnes
            '3': aktualne
            '4': novinky
            '5': denik
            '6': irozhlas
    - name: category_unclean
      dtype: string
    - name: authors_gender
      sequence:
        class_label:
          names:
            '0': None
            '1': MAN
            '2': WOMAN
    - name: authors_cum_gender
      dtype:
        class_label:
          names:
            '0': None
            '1': MAN
            '2': WOMAN
            '3': MIXED
    - name: day_of_week
      dtype:
        class_label:
          names:
            '0': None
            '1': MONDAY
            '2': TUESDAY
            '3': WEDNESDAY
            '4': THURSDAY
            '5': FRIDAY
            '6': SATURDAY
            '7': SUNDAY
    - name: date
      dtype: timestamp[us]
  splits:
    - name: train
      num_bytes: 5140455719
      num_examples: 1641471
    - name: validation
      num_bytes: 529659351
      num_examples: 144836
    - name: test
      num_bytes: 553381092
      num_examples: 144837
  download_size: 4133635457
  dataset_size: 6223496162
license: odc-by
task_categories:
  - text-classification
  - summarization
language:
  - cs
tags:
  - news
pretty_name: CZE-NEC
size_categories:
  - 1M<n<10M

Dataset Card for "czech_news_dataset_v2"

• Dataset containing the news articles from major online news outlets collected from 2000-2022.

• Follow-up paper https://arxiv.org/abs/2307.10666 (v1 of the dataset)

• Changes from v1

  • Better contribution of novinky.cz in later stages
  • More articles, as a mistake in filtering was fixed.

• Collection was done using CmonCrawl.

• The dataset should be used for Research only purposes as I don't have rights for articles itself.

• If you have any question contact me at [email protected]