Update parquet files

README.md

@@ -1,219 +0,0 @@
----
-pretty_name: CC-News
-annotations_creators:
-- no-annotation
-language_creators:
-- found
-language:
-- en
-license:
-- unknown
-multilinguality:
-- monolingual
-size_categories:
-- 100K<n<1M
-source_datasets:
-- original
-task_categories:
-- text-generation
-- fill-mask
-task_ids:
-- language-modeling
-- masked-language-modeling
-paperswithcode_id: cc-news
-dataset_info:
-  features:
-  - name: title
-    dtype: string
-  - name: text
-    dtype: string
-  - name: domain
-    dtype: string
-  - name: date
-    dtype: string
-  - name: description
-    dtype: string
-  - name: url
-    dtype: string
-  - name: image_url
-    dtype: string
-  config_name: plain_text
-  splits:
-  - name: train
-    num_bytes: 2016418133
-    num_examples: 708241
-  download_size: 845131146
-  dataset_size: 2016418133
----
-
-# Dataset Card for CC-News
-
-## Table of Contents
-- [Dataset Description](#dataset-description)
-  - [Dataset Summary](#dataset-summary)
-  - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
-  - [Languages](#languages)
-- [Dataset Structure](#dataset-structure)
-  - [Data Instances](#data-instances)
-  - [Data Fields](#data-fields)
-  - [Data Splits](#data-splits)
-- [Dataset Creation](#dataset-creation)
-  - [Curation Rationale](#curation-rationale)
-  - [Source Data](#source-data)
-  - [Annotations](#annotations)
-  - [Personal and Sensitive Information](#personal-and-sensitive-information)
-- [Considerations for Using the Data](#considerations-for-using-the-data)
-  - [Social Impact of Dataset](#social-impact-of-dataset)
-  - [Discussion of Biases](#discussion-of-biases)
-  - [Other Known Limitations](#other-known-limitations)
-- [Additional Information](#additional-information)
-  - [Dataset Curators](#dataset-curators)
-  - [Licensing Information](#licensing-information)
-  - [Citation Information](#citation-information)
-  - [Contributions](#contributions)
-
-## Dataset Description
-
-- **Homepage:** [CC-News homepage](https://commoncrawl.org/2016/10/news-dataset-available/)
-- **Point of Contact:** [Vladimir Blagojevic](mailto:dovlex@gmail.com)
-
-### Dataset Summary
-
-CC-News dataset contains news articles from news sites all over the world. The data is available on AWS S3 in the Common Crawl bucket at /crawl-data/CC-NEWS/. 
-This version of the dataset has been prepared using [news-please](https://github.com/fhamborg/news-please) - an integrated web crawler and information extractor for news.  
-It contains 708241 English language news articles published between Jan 2017 and December 2019. 
-It represents a small portion of the English language subset of the CC-News dataset.
-
-### Supported Tasks and Leaderboards
-
-CC-News has been mostly used for language model training.
-
-### Languages
-
-The text in the dataset is in the English language. 
-
-## Dataset Structure
-
-### Data Instances
-
-Dataset instance contains an article itself and the relevant article fields.
-An example from the Cc-New train set looks as follows:
-```
-{
-  'date': '2017-08-14 00:00:00',
-  'description': '"The spirit of Green Day has always been about rising above oppression."',
-  'domain': '1041jackfm.cbslocal.com',
-  'image_url': 'https://cbs1041jackfm.files.wordpress.com/2017/08/billie-joe-armstrong-theo-wargo-getty-images.jpg?w=946',
-  'text': 'By Abby Hassler\nGreen Day’s Billie Joe Armstrong has always been outspoken about his political beliefs. Following 
-  the tragedy in Charlottesville, Virgina, over the weekend, Armstrong felt the need to speak out against the white supremacists 
-  who caused much of the violence.\nRelated: Billie Joe Armstrong Wins #TBT with Childhood Studio Photo\n“My heart feels heavy. 
-  I feel like what happened in Charlottesville goes beyond the point of anger,” Armstrong wrote on Facebook. “It makes me sad 
-  and desperate. shocked. I f—— hate racism more than anything.”\n“The spirit of Green Day has always been about rising above 
-  oppression. and sticking up for what you believe in and singing it at the top of your lungs,” Armstrong continued. 
-  “We grew up fearing nuclear holocaust because of the cold war. those days are feeling way too relevant these days. 
-  these issues are our ugly past.. and now it’s coming to haunt us. always resist these doomsday politicians. and in the 
-  words of our punk forefathers .. Nazi punks f— off.”',
-  'title': 'Green Day’s Billie Joe Armstrong Rails Against White Nationalists',
-  'url': 'http://1041jackfm.cbslocal.com/2017/08/14/billie-joe-armstrong-white-nationalists/'
-}
-```
-
-### Data Fields
-
-- `date`: date of publication
-- `description`: description or a summary of the article
-- `domain`: source domain of the article (i.e. www.nytimes.com)
-- `image_url`: URL of the article's image
-- `text`: the actual article text in raw form
-- `title`: title of the article
-- `url`: article URL, the original URL where it was scraped. 
-
-
-### Data Splits
-
-CC-News dataset has only the training set, i.e. it has to be loaded with `train` split specified:
-`cc_news = load_dataset('cc_news', split="train")`
-
-## Dataset Creation
-
-### Curation Rationale
-
-[More Information Needed]
-
-### Source Data
-
-#### Initial Data Collection and Normalization
-
-CC-News dataset has been proposed, created, and maintained by Sebastian Nagel. 
-The data is publicly available on AWS S3 Common Crawl bucket at /crawl-data/CC-NEWS/. 
-This version of the dataset has been prepared using [news-please](https://github.com/fhamborg/news-please) - an 
-integrated web crawler and information extractor for news.  
-It contains 708241 English language news articles published between Jan 2017 and December 2019.
-Although news-please tags each news article with an appropriate language tag, these tags are somewhat unreliable. 
-To strictly isolate English language articles an additional check has been performed using 
-[Spacy langdetect pipeline](https://spacy.io/universe/project/spacy-langdetect).   
-We selected articles with text fields scores of 80% probability or more of being English.
-There are no strict guarantees that each article has all the relevant fields. For example, 527595 
-articles have a valid description field. All articles have what appears to be a valid image URL, 
-but they have not been verified.
-
-#### Who are the source language producers?
-
-The news websites throughout the World.
-
-### Annotations
-
-#### Annotation process
-
-[N/A]
-
-#### Who are the annotators?
-
-[N/A]
-
-### Personal and Sensitive Information
-
-As one can imagine, data contains contemporary public figures or individuals who appeared in the news.
-
-## Considerations for Using the Data
-
-### Social Impact of Dataset
-
-The purpose of this dataset is to help language model researchers develop better language models. 
-
-### 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
-
-```
-@InProceedings{Hamborg2017,
-  author     = {Hamborg, Felix and Meuschke, Norman and Breitinger, Corinna and Gipp, Bela},
-  title      = {news-please: A Generic News Crawler and Extractor},
-  year       = {2017},
-  booktitle  = {Proceedings of the 15th International Symposium of Information Science},
-  location   = {Berlin},
-  doi        = {10.5281/zenodo.4120316},
-  pages      = {218--223},
-  month      = {March}
-}
-```
-
-### Contributions
-
-Thanks to [@vblagoje](https://github.com/vblagoje) for adding this dataset.

cc_news.py

@@ -1,114 +0,0 @@
-# coding=utf-8
-# Copyright 2020 The TensorFlow Datasets Authors and the HuggingFace Datasets Authors.
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-
-# Lint as: python3
-"""The CC-News dataset is based on Common Crawl News Dataset by Sebastian Nagel"""
-
-import json
-import os
-from fnmatch import fnmatch
-
-import datasets
-
-
-logger = datasets.logging.get_logger(__name__)
-
-
-_DESCRIPTION = """\
-CC-News containing news articles from news sites all over the world \
-The data is available on AWS S3 in the Common Crawl bucket at /crawl-data/CC-NEWS/. \
-This version of the dataset has 708241 articles. It represents a small portion of English  \
-language subset of the CC-News dataset created using news-please(Hamborg et al.,2017) to \
-collect and extract English language portion of CC-News.
-"""
-
-_CITATION = """\
-@InProceedings{Hamborg2017,
-  author     = {Hamborg, Felix and Meuschke, Norman and Breitinger, Corinna and Gipp, Bela},
-  title      = {news-please: A Generic News Crawler and Extractor},
-  year       = {2017},
-  booktitle  = {Proceedings of the 15th International Symposium of Information Science},
-  location   = {Berlin},
-  doi        = {10.5281/zenodo.4120316},
-  pages      = {218--223},
-  month      = {March}
-}
-"""
-_PROJECT_URL = "https://commoncrawl.org/2016/10/news-dataset-available/"
-_DOWNLOAD_URL = "https://storage.googleapis.com/huggingface-nlp/datasets/cc_news/cc_news.tar.gz"
-
-
-class CCNewsConfig(datasets.BuilderConfig):
-    """BuilderConfig for CCNews."""
-
-    def __init__(self, **kwargs):
-        """BuilderConfig for CCNews.
-        Args:
-        **kwargs: keyword arguments forwarded to super.
-        """
-        super(CCNewsConfig, self).__init__(version=datasets.Version("1.0.0", ""), **kwargs)
-
-
-class CCNews(datasets.GeneratorBasedBuilder):
-    """CC-News dataset."""
-
-    BUILDER_CONFIGS = [
-        CCNewsConfig(
-            name="plain_text",
-            description="Plain text",
-        )
-    ]
-
-    def _info(self):
-        return datasets.DatasetInfo(
-            description=_DESCRIPTION,
-            features=datasets.Features(
-                {
-                    "title": datasets.Value("string"),
-                    "text": datasets.Value("string"),
-                    "domain": datasets.Value("string"),
-                    "date": datasets.Value("string"),
-                    "description": datasets.Value("string"),
-                    "url": datasets.Value("string"),
-                    "image_url": datasets.Value("string"),
-                }
-            ),
-            supervised_keys=None,
-            homepage=_PROJECT_URL,
-            citation=_CITATION,
-        )
-
-    def _split_generators(self, dl_manager):
-        archive = dl_manager.download(_DOWNLOAD_URL)
-
-        return [
-            datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={"files": dl_manager.iter_archive(archive)}),
-        ]
-
-    def _generate_examples(self, files):
-        id_ = 0
-        for article_file_path, f in files:
-            if fnmatch(os.path.basename(article_file_path), "*.json"):
-                article = json.load(f)
-                yield id_, {
-                    "title": article["title"].strip() if article["title"] is not None else "",
-                    "text": article["maintext"].strip() if article["maintext"] is not None else "",
-                    "domain": article["source_domain"].strip() if article["source_domain"] is not None else "",
-                    "date": article["date_publish"].strip() if article["date_publish"] is not None else "",
-                    "description": article["description"].strip() if article["description"] is not None else "",
-                    "url": article["url"].strip() if article["url"] is not None else "",
-                    "image_url": article["image_url"].strip() if article["image_url"] is not None else "",
-                }
-                id_ += 1

dataset_infos.json

@@ -1 +0,0 @@
-{"plain_text": {"description": "CC-News containing news articles from news sites all over the world The data is available on AWS S3 in the Common Crawl bucket at /crawl-data/CC-NEWS/. This version of the dataset has 708241 articles. It represents a small portion of English  language subset of the CC-News dataset created using news-please(Hamborg et al.,2017) to collect and extract English language portion of CC-News.\n", "citation": "@InProceedings{Hamborg2017,\n  author     = {Hamborg, Felix and Meuschke, Norman and Breitinger, Corinna and Gipp, Bela},\n  title      = {news-please: A Generic News Crawler and Extractor},\n  year       = {2017},\n  booktitle  = {Proceedings of the 15th International Symposium of Information Science},\n  location   = {Berlin},\n  doi        = {10.5281/zenodo.4120316},\n  pages      = {218--223},\n  month      = {March}\n}\n", "homepage": "https://commoncrawl.org/2016/10/news-dataset-available/", "license": "", "features": {"title": {"dtype": "string", "id": null, "_type": "Value"}, "text": {"dtype": "string", "id": null, "_type": "Value"}, "domain": {"dtype": "string", "id": null, "_type": "Value"}, "date": {"dtype": "string", "id": null, "_type": "Value"}, "description": {"dtype": "string", "id": null, "_type": "Value"}, "url": {"dtype": "string", "id": null, "_type": "Value"}, "image_url": {"dtype": "string", "id": null, "_type": "Value"}}, "post_processed": null, "supervised_keys": null, "builder_name": "cc_news", "config_name": "plain_text", "version": {"version_str": "1.0.0", "description": "", "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 2016418133, "num_examples": 708241, "dataset_name": "cc_news"}}, "download_checksums": {"https://storage.googleapis.com/huggingface-nlp/datasets/cc_news/cc_news.tar.gz": {"num_bytes": 845131146, "checksum": "1aaf8e5af33e3a73472b58afba48c6a839ebc2dd190c4e0754fc00f8899a9cec"}}, "download_size": 845131146, "post_processing_size": null, "dataset_size": 2016418133, "size_in_bytes": 2861549279}}

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