Datasets:

Languages:
Burmese
Multilinguality:
monolingual
Size Categories:
1K<n<10K
Language Creators:
found
Annotations Creators:
found
Source Datasets:
original
Tags:
License:
system HF staff commited on
Commit
88414fe
0 Parent(s):

Update files from the datasets library (from 1.2.0)

Browse files

Release notes: https://github.com/huggingface/datasets/releases/tag/1.2.0

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+ *.7z filter=lfs diff=lfs merge=lfs -text
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+ *.arrow filter=lfs diff=lfs merge=lfs -text
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README.md ADDED
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+ ---
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+ annotations_creators: []
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+ language_creators: []
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+ languages:
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+ - my
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+ licenses:
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+ - gpl-3-0
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+ multilinguality:
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+ - monolingual
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+ size_categories:
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+ - 1K<n<10K
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+ source_datasets:
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+ - original
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+ task_categories:
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+ - text-classification
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+ task_ids:
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+ - topic-classification
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+ ---
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+
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+ # Dataset Card for Myanmar_News
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+
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+ ## Dataset Description
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+
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+ - **Repository: ** https://github.com/ayehninnkhine/MyanmarNewsClassificationSystem
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+
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+ ### Dataset Summary
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+
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+ The Myanmar news dataset contains article snippets in four categories:
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+ Business, Entertainment, Politics, and Sport.
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+
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+ These were collected in October 2017 by Aye Hninn Khine
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+
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+ ### Languages
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+
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+ Myanmar/Burmese language
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+
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+ ## Dataset Structure
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+
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+ ### Data Fields
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+
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+ - text - text from article
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+ - category - a topic: Business, Entertainment, **Politic**, or **Sport** (note spellings)
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+
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+ ### Data Splits
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+
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+ One training set (8,116 total rows)
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+
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+ ### Source Data
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+
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+ #### Initial Data Collection and Normalization
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+
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+ Data was collected by Aye Hninn Khine
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+ and shared on GitHub with a GPL-3.0 license.
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+
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+ Multiple text files were consolidated into one labeled CSV file by Nick Doiron.
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+
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+ ## Additional Information
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+
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+ ### Dataset Curators
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+
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+ Contributors to original GitHub repo:
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+ - https://github.com/ayehninnkhine
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+
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+ ### Licensing Information
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+
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+ GPL-3.0
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+
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+ ### Citation Information
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+
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+ See https://github.com/ayehninnkhine/MyanmarNewsClassificationSystem
dataset_infos.json ADDED
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+ {"default": {"description": "The Myanmar news dataset contains article snippets in four categories:\nBusiness, Entertainment, Politics, and Sport.\n\nThese were collected in October 2017 by Aye Hninn Khine\n", "citation": "", "homepage": "https://github.com/ayehninnkhine/MyanmarNewsClassificationSystem", "license": "GPL-3.0", "features": {"text": {"dtype": "string", "id": null, "_type": "Value"}, "category": {"num_classes": 4, "names": ["Sport", "Politic", "Business", "Entertainment"], "names_file": null, "id": null, "_type": "ClassLabel"}}, "post_processed": null, "supervised_keys": null, "builder_name": "myanmar_news", "config_name": "default", "version": {"version_str": "1.0.1", "description": null, "major": 1, "minor": 0, "patch": 1}, "splits": {"train": {"name": "train", "num_bytes": 3797368, "num_examples": 8116, "dataset_name": "myanmar_news"}}, "download_checksums": {"https://github.com/Georeactor/MyanmarNewsClassificationSystem/archive/main.zip": {"num_bytes": 610592, "checksum": "e0558e4ea389aee3a31a4b9eb86160ded8c3bde776723177bc08dd4d20c8d980"}}, "download_size": 610592, "post_processing_size": null, "dataset_size": 3797368, "size_in_bytes": 4407960}}
dummy/1.0.1/dummy_data.zip ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:2a2e2099e1dd5dc8bdbc59878f9c75934460fa1a82f3c5848a00af5a19886caa
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+ size 1307
myanmar_news.py ADDED
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+ # coding=utf-8
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+ # Copyright 2020 The HuggingFace Datasets Authors and the current dataset script contributor.
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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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+
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+ from __future__ import absolute_import, division, print_function
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+
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+ import csv
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+ import os
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+
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+ import datasets
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+
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+
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+ # no BibTeX citation
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+ _CITATION = ""
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+
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+ _DESCRIPTION = """\
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+ The Myanmar news dataset contains article snippets in four categories:
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+ Business, Entertainment, Politics, and Sport.
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+
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+ These were collected in October 2017 by Aye Hninn Khine
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+ """
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+
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+ _LICENSE = "GPL-3.0"
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+
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+ _URLs = {"default": "https://github.com/Georeactor/MyanmarNewsClassificationSystem/archive/main.zip"}
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+
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+
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+ class MyanmarNews(datasets.GeneratorBasedBuilder):
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+ VERSION = datasets.Version("1.0.1")
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+
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+ def _info(self):
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+ class_names = ["Sport", "Politic", "Business", "Entertainment"]
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+ features = datasets.Features(
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+ {
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+ "text": datasets.Value("string"),
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+ "category": datasets.ClassLabel(names=class_names),
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+ }
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+ )
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+ return datasets.DatasetInfo(
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+ description=_DESCRIPTION,
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+ features=features,
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+ supervised_keys=None,
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+ homepage="https://github.com/ayehninnkhine/MyanmarNewsClassificationSystem",
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+ license=_LICENSE,
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+ citation=_CITATION,
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+ )
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+
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+ def _split_generators(self, dl_manager):
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+ my_urls = _URLs[self.config.name]
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+ data_dir = dl_manager.download_and_extract(my_urls)
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+ return [
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+ datasets.SplitGenerator(
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+ name=datasets.Split.TRAIN,
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+ gen_kwargs={
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+ "filepath": os.path.join(data_dir, "MyanmarNewsClassificationSystem-main", "topics.csv"),
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+ "split": "train",
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+ },
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+ ),
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+ ]
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+
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+ def _generate_examples(self, filepath, split):
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+ with open(filepath, encoding="utf-8") as f:
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+ rdr = csv.reader(f, delimiter="\t")
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+ next(rdr)
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+ rownum = 0
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+ for row in rdr:
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+ rownum += 1
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+ yield rownum, {
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+ "text": row[0],
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+ "category": row[1],
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+ }