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Browse files- CC-NEWS-ES.py +91 -0
- README.md +158 -0
- dataset_infos.json +1 -0
CC-NEWS-ES.py
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# coding=utf-8
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# Copyright 2020 The TensorFlow Datasets Authors and the HuggingFace Datasets Authors.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# Lint as: python3
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"""CC-NEWS-ES: CC-NEWS in Spanish."""
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import json
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import os
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import datasets
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from datasets.tasks import Summarization
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logger = datasets.logging.get_logger(__name__)
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_CITATION = """ """
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_DESCRIPTION = ""
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_HOMEPAGE = ""
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_LICENSE = ""
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class CCNewsESConfig(datasets.BuilderConfig):
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"""BuilderConfig for CCNewsES."""
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def __init__(self, **kwargs):
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"""BuilderConfig for CCNewsES.
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Args:
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**kwargs: keyword arguments forwarded to super.
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"""
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super(CCNewsESConfig, self).__init__(**kwargs)
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class CCNewsES(datasets.GeneratorBasedBuilder):
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"""Title generation dataset in Spanish from CC-NEWS"""
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VERSION = datasets.Version("1.0.0")
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BUILDER_CONFIGS = [
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CCNewsESConfig(name=domain) for domain in ["ar","bo","br","cl","co","com","cr","es","gt","hn","mx","ni","pa","pe","pr","py","sv","uy","ve"]
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]
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def _info(self):
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return datasets.DatasetInfo(
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description=_DESCRIPTION,
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features=datasets.Features(
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{
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"country": datasets.Value("string"),
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"text": datasets.Value("string"),
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"id": datasets.Value("int32"),
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}
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),
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homepage=_HOMEPAGE,
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license=_LICENSE,
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citation=_CITATION,
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)
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def _split_generators(self, dl_manager):
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"""Returns SplitGenerators."""
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name = self.config.name
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_URL = f"https://huggingface.co/datasets/LeoCordoba/CC-NEWS-ES/resolve/main/{name}.zip"
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train = dl_manager.download_and_extract(_URL)
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if name in ["com", "es", "mx"]:
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files = os.listdir(train)
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return [
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datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={"filepath": [os.path.join(train, f) for f in files]})
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]
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else:
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return [
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datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={"filepath": [os.path.join(train, f"{name}.json")]})
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]
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def _generate_examples(self, filepath):
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logger.info("generating examples from = %s", filepath)
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data = []
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for f in filepath:
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with open(f, "r") as f:
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data = json.load(f)
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for idx, obs in enumerate(data):
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yield idx, obs
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README.md
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---
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annotations_creators:
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- no-annotation
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language_creators:
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- found
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languages:
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- es
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licenses:
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- mit
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multilinguality:
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- monolingual
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size_categories:
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- 100K<n<1M
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source_datasets:
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- cc-news
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task_categories:
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- conditional-text-generation
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task_ids:
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- summarization
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---
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# Dataset Card for CC-NEWS-ES
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## Table of Contents
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- [Dataset Description](#dataset-description)
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- [Dataset Summary](#dataset-summary)
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- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
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- [Languages](#languages)
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- [Dataset Structure](#dataset-structure)
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- [Data Instances](#data-instances)
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- [Data Fields](#data-fields)
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- [Data Splits](#data-splits)
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- [Dataset Creation](#dataset-creation)
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- [Curation Rationale](#curation-rationale)
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- [Source Data](#source-data)
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- [Annotations](#annotations)
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- [Personal and Sensitive Information](#personal-and-sensitive-information)
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- [Considerations for Using the Data](#considerations-for-using-the-data)
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- [Social Impact of Dataset](#social-impact-of-dataset)
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- [Discussion of Biases](#discussion-of-biases)
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- [Other Known Limitations](#other-known-limitations)
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- [Additional Information](#additional-information)
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- [Dataset Curators](#dataset-curators)
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- [Licensing Information](#licensing-information)
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- [Citation Information](#citation-information)
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- [Contributions](#contributions)
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## Dataset Description
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- **Homepage:**
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- **Repository:** [CC-NEWS-ES dataset repository](https://huggingface.co/datasets/LeoCordoba/CC-NEWS-ES)
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- **Paper:**
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- **Leaderboard:**
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- **Point of Contact:** [Leonardo Ignacio Córdoba](https://www.linkedin.com/in/leonardo-ignacio-c%C3%B3rdoba/)
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### Dataset Summary
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CC-NEWS-ES is a Spanish-language dataset ....
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It contains ....
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| | ar | bo | br | cl | co | com | cr | es | gt | hn | mx | ni | pa | pe | pr | py | sv | uy | ve |\n|:--------------|-----------------:|----------------:|------:|-----------------:|----------------:|------------:|----------------:|------------:|-------:|----------------:|-----------------:|----------------:|----------------:|-----------------:|--------------:|----------------:|-------:|----------------:|----------------:|\n| texts_country | 532703 | 29557 | 107 | 116661 | 78662 | 3.65095e+06 | 16542 | 1.83879e+06 | 4833 | 36559 | 724908 | 40643 | 18447 | 230962 | 7756 | 30651 | 454 | 80948 | 33148 |\n| words_country | 1.45127e+08 | 7.28996e+06 | 14207 | 3.34633e+07 | 1.92649e+07 | 8.44094e+08 | 3.82075e+06 | 4.82943e+08 | 838121 | 5.49933e+06 | 1.62198e+08 | 1.08501e+07 | 4.34724e+06 | 3.52123e+07 | 1.6633e+06 | 2.08077e+07 | 353145 | 2.72562e+07 | 6.96578e+06 |
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### Supported Tasks and Leaderboards
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- `text-classification`, `sentiment-classification`: The dataset can be used to train a model for news title generation which can be considered a subset of abstractive summarization.
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### Languages
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The text is in Spanish. The BCP-47 code for Spanish is es.
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## Dataset Structure
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### Data Instances
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Each data instance contains the following features: ...
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- ...
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- ...
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An example from the ... looks like the following:
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```
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```
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### Data Fields
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- ...
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- ...
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### Data Splits
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...
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## Dataset Creation
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### Curation Rationale
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[N/A]
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### Source Data
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#### Initial Data Collection and Normalization
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TODO
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#### Who are the source language producers?
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Common Crawl: https://commoncrawl.org/
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### Annotations
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The dataset does not contain any additional annotations.
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#### Annotation process
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[N/A]
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#### Who are the annotators?
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[N/A]
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### Personal and Sensitive Information
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[N/A]
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## Considerations for Using the Data
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### Social Impact of Dataset
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...
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### Discussion of Biases
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[N/A]
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### Other Known Limitations
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[N/A]
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## Additional Information
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### Dataset Curators
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[N/A]
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### Licensing Information
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[N/A]
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### Citation Information
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TODO
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### Contributions
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[N/A]
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dataset_infos.json
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{"ar": {"description": "", "citation": " ", "homepage": "", "license": "", "features": {"country": {"dtype": "string", "id": null, "_type": "Value"}, "text": {"dtype": "string", "id": null, "_type": "Value"}, "id": {"dtype": "int32", "id": null, "_type": "Value"}}, "post_processed": null, "supervised_keys": null, "task_templates": null, "builder_name": "cc_news_es", "config_name": "ar", "version": {"version_str": "0.0.0", "description": null, "major": 0, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 905516735, "num_examples": 532703, "dataset_name": "cc_news_es"}}, "download_checksums": {"https://huggingface.co/datasets/LeoCordoba/CC-NEWS-ES/resolve/main/ar.zip": {"num_bytes": 329495705, "checksum": "eac427d87d24e46b40c97d8fbe63ba49bd92b957d4edaea99e73fc20cba5bac2"}}, "download_size": 329495705, "post_processing_size": null, "dataset_size": 905516735, "size_in_bytes": 1235012440}, "bo": {"description": "", "citation": " ", "homepage": "", "license": "", "features": {"country": {"dtype": "string", "id": null, "_type": "Value"}, "text": {"dtype": "string", "id": null, "_type": "Value"}, "id": {"dtype": "int32", "id": null, "_type": "Value"}}, "post_processed": null, "supervised_keys": null, "task_templates": null, "builder_name": "cc_news_es", "config_name": "bo", "version": {"version_str": "0.0.0", "description": null, "major": 0, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 45912478, "num_examples": 29557, "dataset_name": "cc_news_es"}}, "download_checksums": {"https://huggingface.co/datasets/LeoCordoba/CC-NEWS-ES/resolve/main/bo.zip": {"num_bytes": 16525649, "checksum": "0b227429697d6d03f261dfe6cd7113305b236f5fe532d126cfd3647166c91f95"}}, "download_size": 16525649, "post_processing_size": null, "dataset_size": 45912478, "size_in_bytes": 62438127}, "br": {"description": "", "citation": " ", "homepage": "", "license": "", "features": {"country": {"dtype": "string", "id": null, "_type": "Value"}, "text": {"dtype": "string", "id": null, "_type": "Value"}, "id": {"dtype": "int32", "id": null, "_type": "Value"}}, "post_processed": null, "supervised_keys": null, "task_templates": null, "builder_name": "cc_news_es", "config_name": "br", "version": {"version_str": "0.0.0", "description": null, "major": 0, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 91475, "num_examples": 107, "dataset_name": "cc_news_es"}}, "download_checksums": {"https://huggingface.co/datasets/LeoCordoba/CC-NEWS-ES/resolve/main/br.zip": {"num_bytes": 36462, "checksum": "30ca2e1361f2e3f708e64b26a05f213d590b0a6e6fcfbb2d07d8254a77d7b8e2"}}, "download_size": 36462, "post_processing_size": null, "dataset_size": 91475, "size_in_bytes": 127937}, "cl": {"description": "", "citation": " ", "homepage": "", "license": "", "features": {"country": {"dtype": "string", "id": null, "_type": "Value"}, "text": {"dtype": "string", "id": null, "_type": "Value"}, "id": {"dtype": "int32", "id": null, "_type": 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