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README.md

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----
-annotations_creators:
-- found
-language:
-- id
-language_creators:
-- found
-license:
-- cc-by-4.0
-multilinguality:
-- monolingual
-pretty_name: Indonews
-size_categories:
-- 1K<n<10K
-source_datasets:
-- original
-tags:
-- news
-- news-classifcation
-- indonesia
-task_categories:
-- text-classification
-task_ids:
-- multi-class-classification
----
-
-# Indonesian News Categorization
-
-## 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:**
-- **Repository:**
-- **Paper:**
-- **Leaderboard:**
-- **Point of Contact:**
-
-### Dataset Summary
-
-Indonews: Multiclass News Categorization scrapped popular news portals in Indonesia.
-
-### 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
-
-[More Information Needed]
-
-### Citation Information
-
-[More Information Needed]
-
-### Contributions
-
-Thanks to [@andreaschandra](https://github.com/andreaschandra) for adding this dataset.

dataset_infos.json

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-{"default": {"description": "This dataset is built as a playground for beginner to make a use case for creating sentiment analysis model.\n", "citation": "", "homepage": "https://github.com/jakartaresearch", "license": "", "features": {"text": {"dtype": "string", "id": null, "_type": "Value"}, "label": {"dtype": "string", "id": null, "_type": "Value"}}, "post_processed": null, "supervised_keys": null, "task_templates": null, "builder_name": "indonews", "config_name": "default", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 7800430, "num_examples": 6127, "dataset_name": "indonews"}, "validation": {"name": "validation", "num_bytes": 3334930, "num_examples": 2627, "dataset_name": "indonews"}}, "download_checksums": {"https://media.githubusercontent.com/media/jakartaresearch/hf-datasets/main/indonews/indonews/train.csv": {"num_bytes": 7797798, "checksum": "73338405e1e5ba0138b530179ed9744e877a0a5b72231f227c8d9fa5d8e94a5b"}, "https://media.githubusercontent.com/media/jakartaresearch/hf-datasets/main/indonews/indonews/validation.csv": {"num_bytes": 3333629, "checksum": "f9d8109ab57a51a68f598f58f4294e8785aca71a6b3f2de619040f01a6494c60"}}, "download_size": 11131427, "post_processing_size": null, "dataset_size": 11135360, "size_in_bytes": 22266787}}

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indonews.py

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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.
-# TODO: Address all TODOs and remove all explanatory comments
-"""Google Play Review: An Indonesian App Sentiment Analysis."""
-
-
-import csv
-import json
-import os
-
-import datasets
-
-_DESCRIPTION = """\
-This dataset is built as a playground for beginner to make a use case for creating sentiment analysis model.
-"""
-
-_HOMEPAGE = "https://github.com/jakartaresearch"
-
-# TODO: Add link to the official dataset URLs here
-# The HuggingFace Datasets library doesn't host the datasets but only points to the original files.
-# This can be an arbitrary nested dict/list of URLs (see below in `_split_generators` method)
-_TRAIN_URL = "https://media.githubusercontent.com/media/jakartaresearch/hf-datasets/main/indonews/indonews/train.csv"
-_VAL_URL = "https://media.githubusercontent.com/media/jakartaresearch/hf-datasets/main/indonews/indonews/validation.csv"
-
-
-# TODO: Name of the dataset usually match the script name with CamelCase instead of snake_case
-class Indonews(datasets.GeneratorBasedBuilder):
-    """Indonews: Multiclass News Categorization scrapped popular news portals in Indonesia.."""
-
-    VERSION = datasets.Version("1.0.0")
-
-    def _info(self):
-        
-        features = datasets.Features(
-            {
-                "text": datasets.Value("string"),
-                "label": datasets.Value("string"),
-            }
-        )
-        
-        return datasets.DatasetInfo(
-            description=_DESCRIPTION,
-            features=features,
-            homepage=_HOMEPAGE
-        )
-
-    def _split_generators(self, dl_manager):
-
-        train_path = dl_manager.download_and_extract(_TRAIN_URL)
-        val_path = dl_manager.download_and_extract(_VAL_URL)
-        return [
-            datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={"filepath": train_path}),
-            datasets.SplitGenerator(name=datasets.Split.VALIDATION, gen_kwargs={"filepath": val_path})
-        ]
-
-    # method parameters are unpacked from `gen_kwargs` as given in `_split_generators`
-    def _generate_examples(self, filepath):
-        """Generate examples."""
-        with open(filepath, encoding="utf-8") as csv_file:
-            csv_reader = csv.reader(csv_file, delimiter=",")
-            next(csv_reader)
-            for id_, row in enumerate(csv_reader):
-                text, label = row
-                yield id_, {"text": text, "label": label}