Datasets:

khalidalt
/

HuffPost

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HuffPost.py DELETED Viewed

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-# Copyright 2020 The HuggingFace Datasets Authors and the current dataset script contributor.
-#
-# 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.
-"""HuffPost Dataset."""
-import csv
-import json
-import os
-import datasets
-_CITATION = """\
-@book{book,
-  author = {Misra, Rishabh and Grover, Jigyasa},
-  year = {2021},
-  month = {01},
-  pages = {},
-  title = {Sculpting Data for ML: The first act of Machine Learning},
-  isbn = {978-0-578-83125-1}
-}
-@dataset{dataset,
-  author = {Misra, Rishabh},
-  year = {2018},
-  month = {06},
-  pages = {},
-  title = {News Category Dataset},
-  doi = {10.13140/RG.2.2.20331.18729}
-}
-"""
-_DESCRIPTION = """\
-A dataset of approximately 200K news headlines from the year 2012 to 2018 collected from HuffPost."""
-_HOMEPAGE = "https://www.kaggle.com/datasets/rmisra/news-category-dataset"
-_LICENSE = "CC0: Public Domain"
-_URLS = "https://huggingface.co/datasets/khalidalt/HuffPost/resolve/main/News_Category_Dataset_v2.json"
-class HuffPost(datasets.GeneratorBasedBuilder):
-    """HuffPost Dataset."""
-    VERSION = datasets.Version("1.1.0")
-    # This is an example of a dataset with multiple configurations.
-    # If you don't want/need to define several sub-sets in your dataset,
-    # just remove the BUILDER_CONFIG_CLASS and the BUILDER_CONFIGS attributes.
-    # If you need to make complex sub-parts in the datasets with configurable options
-    # You can create your own builder configuration class to store attribute, inheriting from datasets.BuilderConfig
-    # BUILDER_CONFIG_CLASS = MyBuilderConfig
-    # You will be able to load one or the other configurations in the following list with
-    # data = datasets.load_dataset('my_dataset', 'first_domain')
-    # data = datasets.load_dataset('my_dataset', 'second_domain')
-    BUILDER_CONFIGS = [
-        datasets.BuilderConfig(name="default", version=VERSION, description="Default config"),
-    ]
-    DEFAULT_CONFIG_NAME = "default"
-    def _info(self):
-        features = datasets.Features(
-            {
-                "category": datasets.Value("string"),
-                "headline": datasets.Value("string"),
-                "authors": datasets.Value("string"),
-                "link": datasets.Value("string"),
-                "short_description": datasets.Value("string"),
-                "date": datasets.Value("string"),
-                "label": datasets.ClassLabel(names=["POLITICS","WELLNESS","ENTERTAINMENT","TRAVEL","STYLE & BEAUTY",
-                                                    "PARENTING","HEALTHY LIVING","QUEER VOICES","FOOD & DRINK",
-                                                    "BUSINESS","COMEDY","SPORTS","BLACK VOICES","HOME & LIVING","PARENTS",
-                                                    "THE WORLDPOST","WEDDINGS","WOMEN","IMPACT","DIVORCE","CRIME","MEDIA",
-                                                    "WEIRD NEWS","GREEN","WORLDPOST","RELIGION","STYLE","SCIENCE",
-                                                    "WORLD NEWS","TASTE","TECH","MONEY","ARTS","FIFTY","GOOD NEWS",
-                                                    "ARTS & CULTURE","ENVIRONMENT","COLLEGE","LATINO VOICES","CULTURE & ARTS",
-                                                    "EDUCATION"]),
-            }
-            )
-        return datasets.DatasetInfo(
-            description=_DESCRIPTION,
-            features=features,
-            homepage=_HOMEPAGE,
-            # License for the dataset if available
-            license=_LICENSE,
-            # Citation for the dataset
-            citation=_CITATION,
-        )
-    def _split_generators(self, dl_manager):
-        data_dir = dl_manager.download_and_extract(_URLS)
-        return [
-            datasets.SplitGenerator(
-                name=datasets.Split.TEST,
-                gen_kwargs={"filepath": data_dir},
-            ),
-        ]
-    # method parameters are unpacked from `gen_kwargs` as given in `_split_generators`
-    def _generate_examples(self, filepath):
-        with open(filepath, encoding="utf-8") as f:
-            for key, row in enumerate(f):
-                data = json.loads(row)
-                data['label'] = data['category']
-                # Yields examples as (key, example) tuples
-                yield key, data

README.md DELETED Viewed

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----
-license: cc0-1.0
----
-# Dataset Card for HuffPost
-## Table of Contents
-- [Table of Contents](#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:https://www.kaggle.com/datasets/rmisra/news-category-dataset/metadata**
-### Dataset Summary
-A dataset of approximately 200K news headlines from the year 2012 to 2018 collected from HuffPost.
-### Supported Tasks and Leaderboards
-[More Information Needed]
-### Languages
-[More Information Needed]
-## Dataset Structure
-### Data Instances
-[More Information Needed]
-### 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
-license: cc0-1.0
-### Citation Information
-```
-@book{book,
-  author = {Misra, Rishabh and Grover, Jigyasa},
-  year = {2021},
-  month = {01},
-  pages = {},
-  title = {Sculpting Data for ML: The first act of Machine Learning},
-  isbn = {978-0-578-83125-1}
-}
-@dataset{dataset,
-  author = {Misra, Rishabh},
-  year = {2018},
-  month = {06},
-  pages = {},
-  title = {News Category Dataset},
-  doi = {10.13140/RG.2.2.20331.18729}
-}
-```
-### Contributions
-Thanks to [@github-username](https://github.com/<github-username>) for adding this dataset.

News_Category_Dataset_v2.json → default/huff_post-test.parquet RENAMED Viewed

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